From 677efdcc95ed1aa222d86b923d2b6b334cefdb35 Mon Sep 17 00:00:00 2001 From: gilesdring Date: Thu, 21 Sep 2023 09:46:30 +0000 Subject: [PATCH] Data updates --- data/cpi/cpi_all_category_bar_chart.csv | 24 +- data/cpi/cpi_barchart.csv | 8 +- data/cpi/cpi_linechart.csv | 240 +++++++++--------- data/cpi/cpi_summary_barchart.csv | 4 +- data/cpi/headlines.csv | 6 +- data/cpi/indicator.csv | 4 +- data/cpi/metadata.json | 2 +- data/cpi/transformed_cpi.csv | 13 + scripts/cpi/dvc.lock | 74 +++--- scripts/labour-market/dvc.lock | 2 +- scripts/vacancies/dvc.lock | 2 +- .../cpi/cpi_all_category_bar_chart.csv | 24 +- src/_data/sources/cpi/cpi_barchart.csv | 8 +- src/_data/sources/cpi/cpi_linechart.csv | 240 +++++++++--------- .../sources/cpi/cpi_summary_barchart.csv | 4 +- src/_data/sources/cpi/headlines.csv | 6 +- src/_data/sources/cpi/indicator.csv | 4 +- src/_data/sources/cpi/metadata.json | 2 +- .../visualisation/cpi_summary_barchart.yml | 30 ++- working/MM23_data.csv.dvc | 10 +- working/metadata.csv.dvc | 6 +- working/output/labour-market-prepare.ipynb | 174 ++++++------- 22 files changed, 454 insertions(+), 433 deletions(-) diff --git a/data/cpi/cpi_all_category_bar_chart.csv b/data/cpi/cpi_all_category_bar_chart.csv index 7a61a4ba..5eaff075 100644 --- a/data/cpi/cpi_all_category_bar_chart.csv +++ b/data/cpi/cpi_all_category_bar_chart.csv @@ -1,14 +1,14 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,-0.46,0.38,6.86 -Food & non-alcoholic beverages,0.07,1.37,14.79 -Alcoholic beverages & tobacco,0.44,1.1,9.38 -Clothing & footwear,-2.14,-0.69,6.62 -"Housing, water, electricity, gas & other fuels",-4.09,-3.89,6.78 -"Furniture, household equipment & maintenance",-1.33,-0.24,6.23 -Health,0.71,1.6,8.93 -Transport,1.41,1.11,-2.01 -Communication,-2.5,-0.85,7.08 -Recreation & culture,0.24,1.13,6.55 +All CPI Categories,0.31,0.0,6.66 +Food & non-alcoholic beverages,0.37,0.83,13.56 +Alcoholic beverages & tobacco,1.45,1.97,10.53 +Clothing & footwear,1.49,-0.51,7.0 +"Housing, water, electricity, gas & other fuels",0.29,-3.74,7.01 +"Furniture, household equipment & maintenance",0.24,-1.09,5.07 +Health,0.71,1.75,8.49 +Transport,0.22,0.96,-0.51 +Communication,0.39,-1.38,8.22 +Recreation & culture,0.24,0.72,5.81 Education,0.0,0.0,3.19 -Restaurants & hotels,0.87,2.43,9.61 -Miscellaneous goods & services,0.09,0.95,5.99 +Restaurants & hotels,-0.14,1.24,8.34 +Miscellaneous goods & services,0.43,0.77,5.59 diff --git a/data/cpi/cpi_barchart.csv b/data/cpi/cpi_barchart.csv index 03565399..3264f132 100644 --- a/data/cpi/cpi_barchart.csv +++ b/data/cpi/cpi_barchart.csv @@ -1,5 +1,5 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -Food & non-alcoholic beverages,0.07,1.37,14.79 -Transport,1.41,1.11,-2.01 -"Housing, water, electricity, gas & other fuels",-4.09,-3.89,6.78 -Recreation & culture,0.24,1.13,6.55 +Food & non-alcoholic beverages,0.37,0.83,13.56 +Transport,0.22,0.96,-0.51 +"Housing, water, electricity, gas & other fuels",0.29,-3.74,7.01 +Recreation & culture,0.24,0.72,5.81 diff --git a/data/cpi/cpi_linechart.csv b/data/cpi/cpi_linechart.csv index 803b325b..dc00e5d5 100644 --- a/data/cpi/cpi_linechart.csv +++ b/data/cpi/cpi_linechart.csv @@ -1,121 +1,121 @@ index,dates.date,cpi_index_00_all_items_2015_100,cpi_index_01_food_and_non_alcoholic_beverages_2015_100,cpi_index_02_alcoholic_beverages_tobacco_&_narcotics_2015_100,cpi_index_03_clothing_and_footwear_2015_100,cpi_index_04_housing_water_and_fuels_2015_100,cpi_index_05_furn_hh_equip_&_routine_repair_of_house_2015_100,cpi_index_06_health_2015_100,cpi_index_07_transport_2015_100,cpi_index_08_communication_2015_100,cpi_index_09_recreation_&_culture_2015_100,cpi_index_10_education_2015_100,cpi_index_11_hotels_cafes_and_restaurants_2015_100,cpi_index_12_miscellaneous_goods_and_services_2015_100,named_date,date_axis_label,Youth-focused average -0,2013-08-01,98.7,103.1,94.3,97.2,96.8,99.6,96.2,104.0,97.6,99.2,81.4,96.0,99.8,Aug 2013,Aug\n2013,100.275 -1,2013-09-01,99.1,103.2,94.7,101.2,96.9,99.8,96.4,102.6,97.7,99.8,83.0,96.4,100.2,Sep 2013,Sep\n2013,100.975 -2,2013-10-01,99.1,103.4,95.0,102.3,96.8,99.4,96.2,101.1,98.0,99.9,89.8,96.6,100.0,Oct 2013,Oct\n2013,100.9 -3,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 -4,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 -5,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 -6,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 -7,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 -8,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 -9,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 -10,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 -11,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 -12,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 -13,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 -14,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 -15,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 -16,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 -17,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 -18,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 -19,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 -20,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 -21,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 -22,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 -23,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 -24,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 -25,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 -26,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 -27,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 -28,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 -29,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 -30,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 -31,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 -32,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 -33,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 -34,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 -35,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 -36,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 -37,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 -38,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 -39,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 -40,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 -41,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 -42,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 -43,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 -44,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 -45,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 -46,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 -47,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 -48,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 -49,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 -50,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 -51,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 -52,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 -53,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 -54,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 -55,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 -56,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 -57,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 -58,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 -59,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 -60,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 -61,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 -62,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 -63,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 -64,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 -65,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 -66,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 -67,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 -68,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 -69,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 -70,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 -71,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 -72,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 -73,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 -74,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 -75,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 -76,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 -77,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 -78,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 -79,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 -80,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 -81,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 -82,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 -83,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 -84,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 -85,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 -86,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 -87,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 -88,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 -89,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 -90,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 -91,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 -92,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 -93,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 -94,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 -95,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 -96,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 -97,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 -98,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 -99,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 -100,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 -101,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 -102,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 -103,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 -104,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 -105,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 -106,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 -107,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 -108,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 -109,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 -110,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 -111,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 -112,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 -113,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 -114,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 -115,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 -116,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 -117,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 -118,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 -119,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 +0,2013-09-01,99.1,103.2,94.7,101.2,96.9,99.8,96.4,102.6,97.7,99.8,83.0,96.4,100.2,Sep 2013,Sep\n2013,100.975 +1,2013-10-01,99.1,103.4,95.0,102.3,96.8,99.4,96.2,101.1,98.0,99.9,89.8,96.6,100.0,Oct 2013,Oct\n2013,100.9 +2,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 +3,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 +4,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 +5,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 +6,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 +7,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 +8,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 +9,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 +10,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 +11,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 +12,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 +13,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 +14,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 +15,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 +16,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 +17,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 +18,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 +19,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 +20,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 +21,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 +22,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 +23,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 +24,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 +25,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 +26,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 +27,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 +28,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 +29,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 +30,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 +31,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 +32,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 +33,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 +34,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 +35,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 +36,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 +37,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 +38,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 +39,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 +40,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 +41,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 +42,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 +43,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 +44,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 +45,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 +46,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 +47,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 +48,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 +49,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 +50,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 +51,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 +52,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 +53,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 +54,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 +55,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 +56,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 +57,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 +58,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 +59,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 +60,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 +61,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 +62,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 +63,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 +64,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 +65,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 +66,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 +67,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 +68,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 +69,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 +70,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 +71,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 +72,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 +73,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 +74,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 +75,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 +76,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 +77,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 +78,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 +79,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 +80,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 +81,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 +82,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 +83,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 +84,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 +85,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 +86,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 +87,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 +88,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 +89,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 +90,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 +91,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 +92,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 +93,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 +94,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 +95,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 +96,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 +97,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 +98,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 +99,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 +100,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 +101,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 +102,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 +103,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 +104,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 +105,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 +106,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 +107,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 +108,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 +109,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 +110,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 +111,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 +112,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 +113,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 +114,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 +115,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 +116,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 +117,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 +118,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 +119,2023-08-01,131.3,134.0,139.6,116.1,138.9,126.5,127.8,136.7,129.0,125.6,129.4,139.0,117.2,Aug 2023,Aug\n2023,131.425 diff --git a/data/cpi/cpi_summary_barchart.csv b/data/cpi/cpi_summary_barchart.csv index 709cf6bf..6bf91aa3 100644 --- a/data/cpi/cpi_summary_barchart.csv +++ b/data/cpi/cpi_summary_barchart.csv @@ -1,3 +1,3 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,-0.46,0.38,6.86 -Youth-focused average,-0.5924999999999998,-0.07,6.527500000000001 +All CPI Categories,0.31,0.0,6.66 +Youth-focused average,0.27999999999999997,-0.30750000000000005,6.467499999999999 diff --git a/data/cpi/headlines.csv b/data/cpi/headlines.csv index 1618263b..10d64973 100644 --- a/data/cpi/headlines.csv +++ b/data/cpi/headlines.csv @@ -1,4 +1,4 @@ sector,Value,Suffix,Note,indicator,sign -Monthly,-0.5,%,As at 16 August 2023. This is a decrease since the last update.,a decrease, -Quarterly,0.4,%,As at 16 August 2023. This is a decrease since the last update.,a decrease,+ -Yearly,6.9,%,As at 16 August 2023. This is a decrease since the last update.,a decrease,+ +Monthly,0.3,%,As at 20 September 2023. This is an increase since the last update.,an increase,+ +Quarterly,0.0,%,As at 20 September 2023. This is a decrease since the last update.,a decrease, +Yearly,6.7,%,As at 20 September 2023. This is a decrease since the last update.,a decrease,+ diff --git a/data/cpi/indicator.csv b/data/cpi/indicator.csv index da981b59..ba7bad30 100644 --- a/data/cpi/indicator.csv +++ b/data/cpi/indicator.csv @@ -1,4 +1,4 @@ sector,indicator,sign -monthly_pct_change,a decrease, -quarterly_pct_change,a decrease,+ +monthly_pct_change,an increase,+ +quarterly_pct_change,a decrease, yearly_pct_change,a decrease,+ diff --git a/data/cpi/metadata.json b/data/cpi/metadata.json index a5128314..aa3eb57c 100644 --- a/data/cpi/metadata.json +++ b/data/cpi/metadata.json @@ -1 +1 @@ -{"published":"16 August 2023","next_update":"20 September 2023"} \ No newline at end of file +{"published":"20 September 2023","next_update":"18 October 2023"} \ No newline at end of file diff --git a/data/cpi/transformed_cpi.csv b/data/cpi/transformed_cpi.csv index 6d790b14..1784908d 100644 --- a/data/cpi/transformed_cpi.csv +++ b/data/cpi/transformed_cpi.csv @@ -5550,3 +5550,16 @@ D7C4,125.3,2023-07-01,m D7C5,129.4,2023-07-01,m D7C6,139.2,2023-07-01,m D7C7,116.7,2023-07-01,m +D7BT,131.3,2023-08-01,m +D7BU,134.0,2023-08-01,m +D7BV,139.6,2023-08-01,m +D7BW,116.1,2023-08-01,m +D7BX,138.9,2023-08-01,m +D7BY,126.5,2023-08-01,m +D7BZ,127.8,2023-08-01,m +D7C2,136.7,2023-08-01,m +D7C3,129.0,2023-08-01,m +D7C4,125.6,2023-08-01,m +D7C5,129.4,2023-08-01,m +D7C6,139.0,2023-08-01,m +D7C7,117.2,2023-08-01,m diff --git a/scripts/cpi/dvc.lock b/scripts/cpi/dvc.lock index 0eb99df0..20027f0b 100644 --- a/scripts/cpi/dvc.lock +++ b/scripts/cpi/dvc.lock @@ -5,12 +5,12 @@ stages: deps: - path: data/cpi/cpi_all_category_bar_chart.csv hash: md5 - md5: 98f0909295accee748b6222d6f12808b - size: 576 + md5: 7b956cbe82e3c05c6fb47ab5814029b5 + size: 574 - path: data/cpi/cpi_barchart.csv hash: md5 - md5: aafdf0068408777099baa18108f8a7b5 - size: 240 + md5: af754997b6a4588ea1ca6cfa7d0b68a5 + size: 239 - path: scripts/cpi/vis.py hash: md5 md5: 1422c0cbcc30767a544fad3d290ed1dc @@ -32,8 +32,8 @@ stages: size: 1564 - path: working/MM23_data.csv hash: md5 - md5: 93eaa2a29660ac755abbc58a4295cc78 - size: 24404521 + md5: 28c3e679530d599b7a9e4fc170f4fdc4 + size: 24467752 - path: working/lookups/MM23_variable_lookup.csv hash: md5 md5: 15cf3be568092ecae4ce523f538bf946 @@ -41,80 +41,80 @@ stages: outs: - path: data/cpi/transformed_cpi.csv hash: md5 - md5: 399726a7786357f7c8368bd6d5a9d6f3 - size: 129429 + md5: f3b3343cd823034981f830d5b99ac494 + size: 129741 prepare: cmd: PYTHONPATH=. python3 scripts/cpi/prepare.py deps: - path: data/cpi/cpi_all_category_bar_chart.csv hash: md5 - md5: 98f0909295accee748b6222d6f12808b - size: 576 + md5: 7b956cbe82e3c05c6fb47ab5814029b5 + size: 574 - path: data/cpi/cpi_barchart.csv hash: md5 - md5: aafdf0068408777099baa18108f8a7b5 - size: 240 + md5: af754997b6a4588ea1ca6cfa7d0b68a5 + size: 239 - path: data/cpi/cpi_linechart.csv hash: md5 - md5: 152036a2722e1271a50e89bd63055931 - size: 15096 + md5: 6ed048d6d97def46f0db889d0f0e1961 + size: 15107 - path: data/cpi/cpi_summary_barchart.csv hash: md5 - md5: 1cdba3098a6367fe7c315f7189053706 - size: 166 + md5: 968f9e67f3ea808756518e92ff6d05b0 + size: 179 - path: data/cpi/headlines.csv hash: md5 - md5: 67ce753218a112e36b736738351698ca - size: 314 + md5: cf363ebf3e6f29dce7aa2f3eca52ad63 + size: 324 - path: data/cpi/indicator.csv hash: md5 - md5: 66d919ee204a7f65ed75b4e809bde1d8 - size: 118 + md5: 59662e86ecd828e5b5fff93d2b4fd900 + size: 119 - path: data/cpi/metadata.json hash: md5 - md5: 2d7be3516de97105425f6e8f00d4d0a0 - size: 64 + md5: fa439d93a4c4ef14fe6c0918c58e4a99 + size: 65 - path: data/cpi/prefix.csv hash: md5 md5: a3e78778cda4985d06ee985628d68a8d size: 84 - path: data/cpi/transformed_cpi.csv hash: md5 - md5: 399726a7786357f7c8368bd6d5a9d6f3 - size: 129429 + md5: f3b3343cd823034981f830d5b99ac494 + size: 129741 - path: scripts/cpi/prepare.py hash: md5 md5: 96d3d6b4c764862b0eee0d642c346e3f size: 8893 - path: working/metadata.csv hash: md5 - md5: 0da329f21f3d8a08af2216103729f224 + md5: 43186523cee2c0f416d9c3e15d7490b6 size: 7642 outs: - path: src/_data/sources/cpi/cpi_barchart.csv hash: md5 - md5: aafdf0068408777099baa18108f8a7b5 - size: 240 + md5: af754997b6a4588ea1ca6cfa7d0b68a5 + size: 239 - path: src/_data/sources/cpi/cpi_linechart.csv hash: md5 - md5: 152036a2722e1271a50e89bd63055931 - size: 15096 + md5: 6ed048d6d97def46f0db889d0f0e1961 + size: 15107 - path: src/_data/sources/cpi/cpi_summary_barchart.csv hash: md5 - md5: 1cdba3098a6367fe7c315f7189053706 - size: 166 + md5: 968f9e67f3ea808756518e92ff6d05b0 + size: 179 - path: src/_data/sources/cpi/headlines.csv hash: md5 - md5: 67ce753218a112e36b736738351698ca - size: 314 + md5: cf363ebf3e6f29dce7aa2f3eca52ad63 + size: 324 - path: src/_data/sources/cpi/indicator.csv hash: md5 - md5: 66d919ee204a7f65ed75b4e809bde1d8 - size: 118 + md5: 59662e86ecd828e5b5fff93d2b4fd900 + size: 119 - path: src/_data/sources/cpi/metadata.json hash: md5 - md5: 2d7be3516de97105425f6e8f00d4d0a0 - size: 64 + md5: fa439d93a4c4ef14fe6c0918c58e4a99 + size: 65 extract: cmd: PYTHONPATH=. python3 scripts/cpi/extract.py deps: diff --git a/scripts/labour-market/dvc.lock b/scripts/labour-market/dvc.lock index af1bf795..e32e62f3 100644 --- a/scripts/labour-market/dvc.lock +++ b/scripts/labour-market/dvc.lock @@ -34,7 +34,7 @@ stages: nfiles: 6 - path: ../../working/metadata.csv hash: md5 - md5: 0da329f21f3d8a08af2216103729f224 + md5: 43186523cee2c0f416d9c3e15d7490b6 size: 7642 - path: config.py hash: md5 diff --git a/scripts/vacancies/dvc.lock b/scripts/vacancies/dvc.lock index 69bd0ab7..4b7fa8af 100644 --- a/scripts/vacancies/dvc.lock +++ b/scripts/vacancies/dvc.lock @@ -13,7 +13,7 @@ stages: size: 5733 - path: working/metadata.csv hash: md5 - md5: 0da329f21f3d8a08af2216103729f224 + md5: 43186523cee2c0f416d9c3e15d7490b6 size: 7642 - path: working/vacancies/vacancies_by_sector.csv hash: md5 diff --git a/src/_data/sources/cpi/cpi_all_category_bar_chart.csv b/src/_data/sources/cpi/cpi_all_category_bar_chart.csv index 7a61a4ba..5eaff075 100644 --- a/src/_data/sources/cpi/cpi_all_category_bar_chart.csv +++ b/src/_data/sources/cpi/cpi_all_category_bar_chart.csv @@ -1,14 +1,14 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,-0.46,0.38,6.86 -Food & non-alcoholic beverages,0.07,1.37,14.79 -Alcoholic beverages & tobacco,0.44,1.1,9.38 -Clothing & footwear,-2.14,-0.69,6.62 -"Housing, water, electricity, gas & other fuels",-4.09,-3.89,6.78 -"Furniture, household equipment & maintenance",-1.33,-0.24,6.23 -Health,0.71,1.6,8.93 -Transport,1.41,1.11,-2.01 -Communication,-2.5,-0.85,7.08 -Recreation & culture,0.24,1.13,6.55 +All CPI Categories,0.31,0.0,6.66 +Food & non-alcoholic beverages,0.37,0.83,13.56 +Alcoholic beverages & tobacco,1.45,1.97,10.53 +Clothing & footwear,1.49,-0.51,7.0 +"Housing, water, electricity, gas & other fuels",0.29,-3.74,7.01 +"Furniture, household equipment & maintenance",0.24,-1.09,5.07 +Health,0.71,1.75,8.49 +Transport,0.22,0.96,-0.51 +Communication,0.39,-1.38,8.22 +Recreation & culture,0.24,0.72,5.81 Education,0.0,0.0,3.19 -Restaurants & hotels,0.87,2.43,9.61 -Miscellaneous goods & services,0.09,0.95,5.99 +Restaurants & hotels,-0.14,1.24,8.34 +Miscellaneous goods & services,0.43,0.77,5.59 diff --git a/src/_data/sources/cpi/cpi_barchart.csv b/src/_data/sources/cpi/cpi_barchart.csv index 03565399..3264f132 100644 --- a/src/_data/sources/cpi/cpi_barchart.csv +++ b/src/_data/sources/cpi/cpi_barchart.csv @@ -1,5 +1,5 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -Food & non-alcoholic beverages,0.07,1.37,14.79 -Transport,1.41,1.11,-2.01 -"Housing, water, electricity, gas & other fuels",-4.09,-3.89,6.78 -Recreation & culture,0.24,1.13,6.55 +Food & non-alcoholic beverages,0.37,0.83,13.56 +Transport,0.22,0.96,-0.51 +"Housing, water, electricity, gas & other fuels",0.29,-3.74,7.01 +Recreation & culture,0.24,0.72,5.81 diff --git a/src/_data/sources/cpi/cpi_linechart.csv b/src/_data/sources/cpi/cpi_linechart.csv index 803b325b..dc00e5d5 100644 --- a/src/_data/sources/cpi/cpi_linechart.csv +++ b/src/_data/sources/cpi/cpi_linechart.csv @@ -1,121 +1,121 @@ index,dates.date,cpi_index_00_all_items_2015_100,cpi_index_01_food_and_non_alcoholic_beverages_2015_100,cpi_index_02_alcoholic_beverages_tobacco_&_narcotics_2015_100,cpi_index_03_clothing_and_footwear_2015_100,cpi_index_04_housing_water_and_fuels_2015_100,cpi_index_05_furn_hh_equip_&_routine_repair_of_house_2015_100,cpi_index_06_health_2015_100,cpi_index_07_transport_2015_100,cpi_index_08_communication_2015_100,cpi_index_09_recreation_&_culture_2015_100,cpi_index_10_education_2015_100,cpi_index_11_hotels_cafes_and_restaurants_2015_100,cpi_index_12_miscellaneous_goods_and_services_2015_100,named_date,date_axis_label,Youth-focused average -0,2013-08-01,98.7,103.1,94.3,97.2,96.8,99.6,96.2,104.0,97.6,99.2,81.4,96.0,99.8,Aug 2013,Aug\n2013,100.275 -1,2013-09-01,99.1,103.2,94.7,101.2,96.9,99.8,96.4,102.6,97.7,99.8,83.0,96.4,100.2,Sep 2013,Sep\n2013,100.975 -2,2013-10-01,99.1,103.4,95.0,102.3,96.8,99.4,96.2,101.1,98.0,99.9,89.8,96.6,100.0,Oct 2013,Oct\n2013,100.9 -3,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 -4,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 -5,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 -6,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 -7,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 -8,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 -9,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 -10,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 -11,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 -12,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 -13,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 -14,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 -15,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 -16,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 -17,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 -18,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 -19,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 -20,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 -21,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 -22,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 -23,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 -24,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 -25,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 -26,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 -27,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 -28,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 -29,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 -30,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 -31,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 -32,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 -33,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 -34,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 -35,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 -36,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 -37,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 -38,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 -39,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 -40,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 -41,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 -42,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 -43,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 -44,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 -45,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 -46,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 -47,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 -48,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 -49,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 -50,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 -51,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 -52,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 -53,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 -54,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 -55,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 -56,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 -57,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 -58,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 -59,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 -60,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 -61,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 -62,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 -63,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 -64,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 -65,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 -66,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 -67,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 -68,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 -69,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 -70,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 -71,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 -72,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 -73,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 -74,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 -75,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 -76,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 -77,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 -78,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 -79,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 -80,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 -81,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 -82,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 -83,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 -84,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 -85,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 -86,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 -87,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 -88,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 -89,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 -90,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 -91,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 -92,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 -93,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 -94,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 -95,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 -96,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 -97,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 -98,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 -99,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 -100,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 -101,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 -102,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 -103,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 -104,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 -105,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 -106,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 -107,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 -108,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 -109,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 -110,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 -111,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 -112,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 -113,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 -114,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 -115,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 -116,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 -117,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 -118,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 -119,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 +0,2013-09-01,99.1,103.2,94.7,101.2,96.9,99.8,96.4,102.6,97.7,99.8,83.0,96.4,100.2,Sep 2013,Sep\n2013,100.975 +1,2013-10-01,99.1,103.4,95.0,102.3,96.8,99.4,96.2,101.1,98.0,99.9,89.8,96.6,100.0,Oct 2013,Oct\n2013,100.9 +2,2013-11-01,99.2,103.4,95.0,103.0,96.8,99.4,96.2,100.5,97.8,100.4,89.8,96.7,100.2,Nov 2013,Nov\n2013,100.925 +3,2013-12-01,99.6,103.8,93.8,102.1,99.0,101.1,96.3,101.5,98.2,99.9,89.8,96.7,100.0,Dec 2013,Dec\n2013,101.6 +4,2014-01-01,99.0,103.9,96.7,96.6,98.9,98.0,96.9,100.9,98.7,99.4,89.8,96.6,99.7,Jan 2014,Jan\n2014,100.07499999999999 +5,2014-02-01,99.5,104.5,95.8,97.7,98.9,100.4,97.3,101.2,98.9,100.3,89.8,97.0,100.0,Feb 2014,Feb\n2014,100.575 +6,2014-03-01,99.7,103.9,96.1,99.4,98.8,100.7,97.5,101.2,99.1,100.7,89.8,97.4,100.3,Mar 2014,Mar\n2014,100.825 +7,2014-04-01,100.1,103.4,96.9,100.4,99.4,99.8,98.2,103.2,99.0,100.6,89.8,97.6,99.9,Apr 2014,Apr\n2014,101.60000000000001 +8,2014-05-01,100.0,102.3,98.4,100.3,99.4,100.3,98.3,102.5,98.5,101.0,89.8,97.9,99.8,May 2014,May\n2014,101.125 +9,2014-06-01,100.2,102.4,98.4,100.9,99.5,100.5,98.3,103.0,98.4,100.9,89.8,98.3,99.7,Jun 2014,Jun\n2014,101.45 +10,2014-07-01,99.9,102.2,97.7,95.1,99.8,99.0,98.5,104.4,98.5,100.7,89.8,98.7,99.2,Jul 2014,Jul\n2014,100.375 +11,2014-08-01,100.2,102.0,98.7,97.6,99.8,100.0,99.0,105.2,98.4,100.6,89.8,98.5,99.4,Aug 2014,Aug\n2014,101.14999999999999 +12,2014-09-01,100.3,101.8,99.3,101.5,99.9,100.6,98.7,102.7,98.5,100.5,91.5,98.7,99.7,Sep 2014,Sep\n2014,101.47500000000001 +13,2014-10-01,100.4,101.9,100.0,102.1,100.0,99.5,98.4,101.5,98.6,101.0,98.7,99.0,99.6,Oct 2014,Oct\n2014,101.375 +14,2014-11-01,100.1,101.7,98.8,102.8,100.0,99.6,98.1,100.3,98.3,100.7,98.7,99.0,99.5,Nov 2014,Nov\n2014,101.2 +15,2014-12-01,100.1,102.0,98.5,101.7,100.0,101.2,98.3,100.1,98.9,100.5,98.7,99.0,99.4,Dec 2014,Dec\n2014,100.94999999999999 +16,2015-01-01,99.3,101.3,99.9,98.0,99.9,98.7,99.0,98.1,98.9,99.6,98.7,98.9,99.3,Jan 2015,Jan\n2015,99.32500000000002 +17,2015-02-01,99.5,101.0,99.5,99.3,99.8,100.1,99.1,98.5,99.7,99.5,98.7,99.1,99.6,Feb 2015,Feb\n2015,99.65 +18,2015-03-01,99.7,100.9,99.3,99.2,99.5,100.5,99.5,99.2,99.9,100.0,98.7,99.3,99.8,Mar 2015,Mar\n2015,99.7 +19,2015-04-01,99.9,100.5,99.8,99.9,99.9,99.3,100.2,100.3,99.9,100.1,98.7,99.6,99.8,Apr 2015,Apr\n2015,100.15 +20,2015-05-01,100.1,100.4,100.5,100.5,99.9,99.8,100.5,100.9,99.7,100.0,98.7,99.8,99.6,May 2015,May\n2015,100.42500000000001 +21,2015-06-01,100.2,100.2,100.7,100.1,99.9,100.2,99.9,101.1,99.5,99.9,98.7,100.2,99.8,Jun 2015,Jun\n2015,100.32500000000002 +22,2015-07-01,100.0,99.5,99.6,96.7,100.2,98.7,100.8,102.3,99.7,100.1,98.7,100.3,99.9,Jul 2015,Jul\n2015,99.675 +23,2015-08-01,100.3,99.5,100.7,98.2,100.2,100.4,100.7,102.4,99.5,99.7,98.7,100.3,100.3,Aug 2015,Aug\n2015,100.07499999999999 +24,2015-09-01,100.2,99.5,100.7,100.9,100.0,101.1,100.7,99.9,99.9,99.7,99.9,100.5,100.3,Sep 2015,Sep\n2015,100.07499999999999 +25,2015-10-01,100.3,99.1,100.3,102.9,100.2,100.2,100.0,98.9,100.5,100.6,103.4,100.6,100.4,Oct 2015,Oct\n2015,100.275 +26,2015-11-01,100.3,99.2,100.1,102.8,100.3,100.0,99.8,98.2,101.1,100.6,103.4,100.8,100.7,Nov 2015,Nov\n2015,100.125 +27,2015-12-01,100.3,99.0,98.8,101.5,100.3,101.0,99.8,100.0,101.5,100.3,103.4,100.7,100.5,Dec 2015,Dec\n2015,100.2 +28,2016-01-01,99.5,98.6,101.2,98.3,100.2,98.7,101.1,97.5,101.0,99.5,103.4,100.4,100.7,Jan 2016,Jan\n2016,98.64999999999999 +29,2016-02-01,99.8,98.8,100.6,99.6,100.1,100.3,101.1,97.5,101.8,99.4,103.4,100.9,100.8,Feb 2016,Feb\n2016,99.0 +30,2016-03-01,100.2,98.1,100.3,100.6,99.9,101.1,101.3,99.1,101.4,99.7,103.4,101.4,100.8,Mar 2016,Mar\n2016,99.42500000000001 +31,2016-04-01,100.2,98.0,101.1,100.3,99.8,99.5,102.2,99.0,101.6,100.5,103.4,101.9,100.8,Apr 2016,Apr\n2016,99.275 +32,2016-05-01,100.4,97.6,101.5,100.1,99.9,100.0,102.4,99.9,102.5,100.1,103.4,102.4,100.9,May 2016,May\n2016,99.375 +33,2016-06-01,100.6,97.2,101.1,99.4,100.0,99.6,102.6,100.9,103.1,100.8,103.4,102.6,100.9,Jun 2016,Jun\n2016,99.375 +34,2016-07-01,100.6,96.9,101.4,96.0,100.1,98.0,102.6,102.6,103.4,100.7,103.4,103.0,100.8,Jul 2016,Jul\n2016,98.9 +35,2016-08-01,100.9,97.3,102.1,97.0,100.2,99.3,102.7,103.5,103.6,100.4,103.4,102.6,101.1,Aug 2016,Aug\n2016,99.5 +36,2016-09-01,101.1,97.3,102.5,102.0,100.3,99.7,103.0,101.1,103.5,100.5,105.7,103.4,101.6,Sep 2016,Sep\n2016,100.17500000000001 +37,2016-10-01,101.2,96.8,102.4,102.3,100.5,100.2,102.0,101.1,103.7,100.8,107.9,103.3,101.6,Oct 2016,Oct\n2016,100.17500000000001 +38,2016-11-01,101.4,97.2,101.8,103.7,100.5,100.8,102.1,100.7,103.8,101.2,107.9,103.5,101.8,Nov 2016,Nov\n2016,100.52499999999999 +39,2016-12-01,101.9,97.9,101.3,102.7,100.7,101.7,102.2,103.7,103.2,101.2,107.9,103.5,101.5,Dec 2016,Dec\n2016,101.25 +40,2017-01-01,101.4,98.1,103.6,98.3,100.8,99.1,103.1,103.0,103.1,100.4,107.9,103.4,101.6,Jan 2017,Jan\n2017,100.05 +41,2017-02-01,102.1,98.9,103.5,99.5,100.9,101.5,103.5,104.2,104.1,100.9,107.9,104.2,101.9,Feb 2017,Feb\n2017,100.875 +42,2017-03-01,102.5,99.3,105.2,101.6,101.0,102.2,103.5,103.7,104.2,101.3,107.9,104.4,102.6,Mar 2017,Mar\n2017,101.39999999999999 +43,2017-04-01,102.9,99.5,105.6,102.7,101.4,101.2,104.6,105.3,103.3,101.5,107.9,105.0,102.5,Apr 2017,Apr\n2017,102.22500000000001 +44,2017-05-01,103.3,99.6,106.5,103.2,102.0,102.4,104.9,104.6,103.9,102.5,107.9,105.6,102.6,May 2017,May\n2017,102.35 +45,2017-06-01,103.3,99.4,106.3,102.1,102.0,102.8,105.0,104.6,104.6,102.3,107.9,105.9,102.7,Jun 2017,Jun\n2017,102.025 +46,2017-07-01,103.2,99.4,106.6,99.1,102.3,101.7,105.4,105.7,104.2,102.1,107.9,106.2,102.7,Jul 2017,Jul\n2017,101.625 +47,2017-08-01,103.8,99.4,106.7,101.5,102.4,103.5,105.4,106.8,105.9,102.3,107.9,106.3,103.0,Aug 2017,Aug\n2017,102.525 +48,2017-09-01,104.1,100.2,106.9,105.4,102.4,103.7,105.4,105.3,105.6,103.0,108.8,106.6,103.0,Sep 2017,Sep\n2017,103.325 +49,2017-10-01,104.2,100.6,106.8,105.5,102.8,103.3,105.4,105.2,105.4,103.6,110.9,106.5,102.5,Oct 2017,Oct\n2017,103.52499999999999 +50,2017-11-01,104.6,101.1,106.4,106.8,102.9,103.6,105.5,105.3,105.7,104.3,110.9,106.8,102.4,Nov 2017,Nov\n2017,104.02499999999999 +51,2017-12-01,104.9,101.8,107.0,105.8,103.0,105.0,105.6,107.6,104.3,103.9,110.9,106.7,102.3,Dec 2017,Dec\n2017,104.55000000000001 +52,2018-01-01,104.4,101.7,109.4,101.7,103.1,102.2,106.2,106.5,104.4,103.7,110.9,106.6,102.4,Jan 2018,Jan\n2018,103.25 +53,2018-02-01,104.9,101.9,109.4,103.4,103.1,104.9,106.3,107.1,103.8,104.0,110.9,106.7,102.7,Feb 2018,Feb\n2018,103.875 +54,2018-03-01,105.0,102.3,108.9,104.1,103.2,104.8,106.4,106.8,103.9,104.6,110.9,107.1,102.5,Mar 2018,Mar\n2018,104.1 +55,2018-04-01,105.4,102.1,109.8,104.5,103.5,103.9,107.5,107.9,104.3,105.0,110.9,107.9,102.5,Apr 2018,Apr\n2018,104.5 +56,2018-05-01,105.8,101.9,110.8,104.7,103.5,104.6,107.4,109.5,104.6,105.2,110.9,108.3,102.6,May 2018,May\n2018,104.9 +57,2018-06-01,105.8,101.4,110.6,102.5,104.2,104.9,107.6,110.4,105.3,104.7,110.9,108.6,102.5,Jun 2018,Jun\n2018,104.625 +58,2018-07-01,105.8,101.7,110.3,98.7,104.6,103.0,107.7,111.8,105.9,105.3,110.9,108.8,101.7,Jul 2018,Jul\n2018,104.2 +59,2018-08-01,106.5,101.9,111.1,101.8,104.7,104.2,108.0,113.3,106.3,105.9,110.9,108.9,102.3,Aug 2018,Aug\n2018,105.425 +60,2018-09-01,106.6,101.7,111.2,104.9,105.2,104.2,108.2,111.2,106.6,106.2,112.0,109.3,102.6,Sep 2018,Sep\n2018,105.75 +61,2018-10-01,106.7,101.5,111.1,104.4,105.8,104.1,107.9,110.8,107.4,106.9,114.4,109.1,102.5,Oct 2018,Oct\n2018,105.625 +62,2018-11-01,107.0,101.6,112.5,106.0,105.8,104.3,107.8,110.4,107.4,107.0,114.4,109.7,102.7,Nov 2018,Nov\n2018,105.94999999999999 +63,2018-12-01,107.1,102.5,111.3,104.9,105.8,105.4,108.0,111.3,107.3,106.8,114.4,110.0,102.4,Dec 2018,Dec\n2018,106.125 +64,2019-01-01,106.3,102.6,114.0,100.4,104.2,103.2,108.6,109.9,107.6,106.7,114.4,109.3,102.6,Jan 2019,Jan\n2019,104.275 +65,2019-02-01,106.8,103.0,115.0,101.3,104.3,105.2,108.8,110.4,107.5,107.2,114.4,109.5,102.9,Feb 2019,Feb\n2019,104.75 +66,2019-03-01,107.0,103.1,114.6,102.4,104.4,105.4,109.1,110.3,107.7,107.4,114.4,110.0,103.1,Mar 2019,Mar\n2019,105.05 +67,2019-04-01,107.6,102.8,114.1,102.5,107.0,104.1,110.0,112.9,109.1,106.6,114.4,110.5,103.4,Apr 2019,Apr\n2019,106.30000000000001 +68,2019-05-01,107.9,102.9,114.4,103.0,107.1,105.2,110.1,112.5,109.8,107.1,114.4,111.4,103.7,May 2019,May\n2019,106.375 +69,2019-06-01,107.9,103.1,114.7,102.0,107.1,105.9,110.4,113.0,109.9,106.7,114.4,111.3,103.5,Jun 2019,Jun\n2019,106.3 +70,2019-07-01,107.9,103.1,114.5,99.1,107.1,104.1,110.5,113.4,109.9,107.8,114.4,112.2,103.4,Jul 2019,Jul\n2019,105.67499999999998 +71,2019-08-01,108.4,103.7,114.7,100.9,107.2,105.0,110.6,114.9,110.2,107.1,114.4,112.0,104.1,Aug 2019,Aug\n2019,106.67500000000001 +72,2019-09-01,108.5,103.5,114.5,103.9,107.2,106.2,111.0,111.9,110.9,107.7,115.6,112.8,104.4,Sep 2019,Sep\n2019,106.625 +73,2019-10-01,108.3,102.8,114.9,104.9,106.1,105.0,110.6,111.7,111.0,108.1,117.5,112.5,104.4,Oct 2019,Oct\n2019,106.37499999999999 +74,2019-11-01,108.5,103.7,114.7,106.0,106.2,105.5,111.0,111.4,111.0,108.6,117.5,112.3,104.7,Nov 2019,Nov\n2019,106.82499999999999 +75,2019-12-01,108.5,104.3,113.1,104.0,106.2,106.9,111.0,112.1,111.9,108.4,117.5,111.8,104.7,Dec 2019,Dec\n2019,106.65 +76,2020-01-01,108.2,104.1,115.7,100.6,106.3,103.5,111.7,112.0,112.1,108.3,117.5,111.7,105.0,Jan 2020,Jan\n2020,105.75 +77,2020-02-01,108.6,104.3,115.8,101.5,106.2,105.3,112.1,112.4,112.4,108.7,117.5,112.3,105.4,Feb 2020,Feb\n2020,106.1 +78,2020-03-01,108.6,104.5,116.2,101.2,106.2,105.4,112.6,111.8,113.1,108.9,117.5,112.4,105.6,Mar 2020,Mar\n2020,105.925 +79,2020-04-01,108.5,104.2,117.0,99.5,105.7,103.7,112.4,111.8,113.6,109.3,117.5,113.2,104.7,Apr 2020,Apr\n2020,105.3 +80,2020-05-01,108.5,104.8,117.4,99.8,105.8,104.4,110.9,110.6,114.2,109.2,117.5,113.6,104.9,May 2020,May\n2020,105.25 +81,2020-06-01,108.6,104.2,117.1,99.7,105.9,105.3,112.7,111.2,114.2,109.5,117.5,113.3,104.9,Jun 2020,Jun\n2020,105.25 +82,2020-07-01,109.1,103.9,117.5,99.0,106.2,104.9,114.0,112.6,114.7,110.6,117.5,114.2,104.9,Jul 2020,Jul\n2020,105.42500000000001 +83,2020-08-01,108.6,104.1,116.9,99.5,106.3,105.5,113.4,113.8,114.7,110.1,117.5,108.8,105.1,Aug 2020,Aug\n2020,105.925 +84,2020-09-01,109.1,103.4,117.0,102.4,106.3,105.6,113.3,113.0,114.7,110.3,117.9,112.1,105.1,Sep 2020,Sep\n2020,106.275 +85,2020-10-01,109.1,103.4,117.2,104.9,104.7,105.2,113.0,113.1,114.7,110.3,120.0,111.9,105.2,Oct 2020,Oct\n2020,106.525 +86,2020-11-01,108.9,103.1,117.0,102.1,104.7,105.2,112.9,112.5,114.8,110.7,120.0,112.8,105.1,Nov 2020,Nov\n2020,105.6 +87,2020-12-01,109.2,102.8,117.1,102.2,104.9,106.2,112.3,114.2,114.8,111.2,120.0,111.9,105.2,Dec 2020,Dec\n2020,106.02499999999999 +88,2021-01-01,109.0,103.4,119.4,97.2,105.0,104.5,112.9,114.3,114.5,111.1,120.0,112.9,105.3,Jan 2021,Jan\n2021,104.97500000000001 +89,2021-02-01,109.1,103.6,119.0,95.7,105.1,106.2,112.5,115.2,114.5,111.1,120.0,113.3,105.3,Feb 2021,Feb\n2021,104.89999999999999 +90,2021-03-01,109.4,103.0,118.9,97.2,105.2,107.0,112.8,115.9,114.9,111.3,120.0,113.5,105.7,Mar 2021,Mar\n2021,105.32499999999999 +91,2021-04-01,110.1,103.8,119.5,99.6,107.6,106.5,114.1,117.2,116.9,110.1,120.0,114.3,105.2,Apr 2021,Apr\n2021,107.05 +92,2021-05-01,110.8,103.5,119.3,101.9,107.7,107.4,113.9,117.6,116.7,111.4,120.0,115.7,105.9,May 2021,May\n2021,107.67500000000001 +93,2021-06-01,111.3,103.6,119.9,102.7,107.9,108.8,114.5,119.1,117.0,111.8,120.0,116.1,106.0,Jun 2021,Jun\n2021,108.32500000000002 +94,2021-07-01,111.3,103.3,119.3,100.6,108.1,108.0,114.9,121.3,116.3,111.4,120.0,116.6,105.8,Jul 2021,Jul\n2021,108.325 +95,2021-08-01,112.1,104.4,119.8,100.8,108.2,109.4,114.8,122.7,116.0,112.7,120.0,118.1,106.1,Aug 2021,Aug\n2021,109.02499999999999 +96,2021-09-01,112.4,104.2,120.1,103.0,108.4,110.4,114.7,122.4,116.4,113.3,121.3,117.7,106.2,Sep 2021,Sep\n2021,109.5 +97,2021-10-01,113.6,104.7,119.5,104.6,111.8,111.2,114.3,124.3,116.3,113.1,125.4,119.0,106.6,Oct 2021,Oct\n2021,111.35000000000001 +98,2021-11-01,114.5,105.7,122.6,105.7,112.0,111.7,114.4,126.5,116.1,114.3,125.4,118.7,106.6,Nov 2021,Nov\n2021,112.475 +99,2021-12-01,115.1,107.1,121.6,106.4,112.1,113.9,114.7,127.8,115.6,114.6,125.4,118.6,106.9,Dec 2021,Dec\n2021,113.35000000000001 +100,2022-01-01,114.9,107.8,123.2,103.3,112.5,113.3,115.4,127.3,115.7,114.3,125.4,118.1,107.1,Jan 2022,Jan\n2022,112.72500000000001 +101,2022-02-01,115.8,108.9,123.3,104.2,112.7,115.8,115.4,128.4,115.8,116.3,125.4,119.0,107.3,Feb 2022,Feb\n2022,113.55000000000001 +102,2022-03-01,117.1,109.0,124.6,106.8,113.3,118.0,115.6,131.5,115.7,116.8,125.4,121.3,107.7,Mar 2022,Mar\n2022,115.15 +103,2022-04-01,120.0,110.7,124.7,107.9,128.3,117.7,116.6,132.9,120.1,116.6,125.4,123.4,108.2,Apr 2022,Apr\n2022,119.95000000000002 +104,2022-05-01,120.8,112.4,125.3,109.0,128.6,119.0,116.0,133.8,119.9,117.0,125.4,124.4,109.0,May 2022,May\n2022,120.95 +105,2022-06-01,121.8,113.7,125.4,109.1,129.0,120.1,116.5,136.9,120.4,117.2,125.4,126.0,109.4,Jun 2022,Jun\n2022,122.17500000000001 +106,2022-07-01,122.5,116.3,125.8,107.3,129.7,118.8,116.5,139.2,120.0,117.6,125.4,127.0,110.1,Jul 2022,Jul\n2022,123.12499999999999 +107,2022-08-01,123.1,118.0,126.3,108.5,129.8,120.4,117.8,137.4,119.2,118.7,125.4,128.3,111.0,Aug 2022,Aug\n2022,123.42500000000001 +108,2022-09-01,123.8,119.3,126.7,111.7,130.3,122.2,118.7,135.4,119.3,119.2,126.5,129.1,111.5,Sep 2022,Sep\n2022,124.17500000000001 +109,2022-10-01,126.2,121.7,126.7,113.5,141.6,122.9,119.2,135.4,120.1,119.7,129.4,130.4,112.0,Oct 2022,Oct\n2022,128.04999999999998 +110,2022-11-01,126.7,123.1,127.5,113.6,141.7,123.6,119.9,135.7,119.1,120.4,129.4,130.8,112.4,Nov 2022,Nov\n2022,128.52499999999998 +111,2022-12-01,127.2,125.1,126.1,113.3,141.9,125.1,120.6,136.1,118.0,120.1,129.4,132.0,112.7,Dec 2022,Dec\n2022,129.1 +112,2023-01-01,126.4,125.8,129.5,109.8,142.6,123.7,122.7,131.3,118.5,120.0,129.4,130.8,113.4,Jan 2023,Jan\n2023,127.375 +113,2023-02-01,127.9,128.5,130.2,112.6,142.7,125.9,123.3,132.1,120.1,121.0,129.4,133.4,114.3,Feb 2023,Feb\n2023,128.975 +114,2023-03-01,128.9,129.9,131.2,114.4,142.8,127.5,123.8,132.6,120.0,122.2,129.4,135.0,114.9,Mar 2023,Mar\n2023,129.925 +115,2023-04-01,130.4,131.7,136.1,115.2,144.1,126.5,124.9,134.9,129.6,123.9,129.4,135.9,115.6,Apr 2023,Apr\n2023,131.475 +116,2023-05-01,131.3,132.9,136.9,116.7,144.3,127.9,125.6,135.4,130.8,124.7,129.4,137.3,116.3,May 2023,May\n2023,132.32500000000002 +117,2023-06-01,131.5,133.4,137.0,116.9,144.4,127.9,126.0,134.5,131.8,125.0,129.4,138.0,116.6,Jun 2023,Jun\n2023,132.3 +118,2023-07-01,130.9,133.5,137.6,114.4,138.5,126.2,126.9,136.4,128.5,125.3,129.4,139.2,116.7,Jul 2023,Jul\n2023,130.7 +119,2023-08-01,131.3,134.0,139.6,116.1,138.9,126.5,127.8,136.7,129.0,125.6,129.4,139.0,117.2,Aug 2023,Aug\n2023,131.425 diff --git a/src/_data/sources/cpi/cpi_summary_barchart.csv b/src/_data/sources/cpi/cpi_summary_barchart.csv index 709cf6bf..6bf91aa3 100644 --- a/src/_data/sources/cpi/cpi_summary_barchart.csv +++ b/src/_data/sources/cpi/cpi_summary_barchart.csv @@ -1,3 +1,3 @@ sector,monthly_pct_change,quarterly_pct_change,yearly_pct_change -All CPI Categories,-0.46,0.38,6.86 -Youth-focused average,-0.5924999999999998,-0.07,6.527500000000001 +All CPI Categories,0.31,0.0,6.66 +Youth-focused average,0.27999999999999997,-0.30750000000000005,6.467499999999999 diff --git a/src/_data/sources/cpi/headlines.csv b/src/_data/sources/cpi/headlines.csv index 1618263b..10d64973 100644 --- a/src/_data/sources/cpi/headlines.csv +++ b/src/_data/sources/cpi/headlines.csv @@ -1,4 +1,4 @@ sector,Value,Suffix,Note,indicator,sign -Monthly,-0.5,%,As at 16 August 2023. This is a decrease since the last update.,a decrease, -Quarterly,0.4,%,As at 16 August 2023. This is a decrease since the last update.,a decrease,+ -Yearly,6.9,%,As at 16 August 2023. This is a decrease since the last update.,a decrease,+ +Monthly,0.3,%,As at 20 September 2023. This is an increase since the last update.,an increase,+ +Quarterly,0.0,%,As at 20 September 2023. This is a decrease since the last update.,a decrease, +Yearly,6.7,%,As at 20 September 2023. This is a decrease since the last update.,a decrease,+ diff --git a/src/_data/sources/cpi/indicator.csv b/src/_data/sources/cpi/indicator.csv index da981b59..ba7bad30 100644 --- a/src/_data/sources/cpi/indicator.csv +++ b/src/_data/sources/cpi/indicator.csv @@ -1,4 +1,4 @@ sector,indicator,sign -monthly_pct_change,a decrease, -quarterly_pct_change,a decrease,+ +monthly_pct_change,an increase,+ +quarterly_pct_change,a decrease, yearly_pct_change,a decrease,+ diff --git a/src/_data/sources/cpi/metadata.json b/src/_data/sources/cpi/metadata.json index a5128314..aa3eb57c 100644 --- a/src/_data/sources/cpi/metadata.json +++ b/src/_data/sources/cpi/metadata.json @@ -1 +1 @@ -{"published":"16 August 2023","next_update":"20 September 2023"} \ No newline at end of file +{"published":"20 September 2023","next_update":"18 October 2023"} \ No newline at end of file diff --git a/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml b/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml index 61fc725c..cc95c875 100644 --- a/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml +++ b/src/dashboard/cpi/_data/visualisation/cpi_summary_barchart.yml @@ -5,18 +5,26 @@ config: stroke-dasharray: 6 2 stroke-width: 1 max: 7.0 - min: -1.0 + min: -0.5 ticks: - - label: -1.0% - value: '-1.0' - - label: 1.0% - value: '1.0' - - label: 3.0% - value: '3.0' - - label: 5.0% - value: '5.0' - - label: 7.0% - value: '7.0' + - label: -0.5% + value: '-0.5' + - label: 0.5% + value: '0.5' + - label: 1.5% + value: '1.5' + - label: 2.5% + value: '2.5' + - label: 3.5% + value: '3.5' + - label: 4.5% + value: '4.5' + - label: 5.5% + value: '5.5' + - label: 6.5% + value: '6.5' + - label: 7.5% + value: '7.5' - label: 0.0% value: '0.0' y: diff --git a/working/MM23_data.csv.dvc b/working/MM23_data.csv.dvc index 17e1fb5f..45f8acbb 100644 --- a/working/MM23_data.csv.dvc +++ b/working/MM23_data.csv.dvc @@ -1,13 +1,13 @@ -md5: c4e3477c4dac5f280d9abf01921e56b6 +md5: e4a3731d3cfbf07e2cd5530474234aed frozen: true deps: -- checksum: '"b8489f3c374e58089b89ce3147fea1fb7d9fea9970978b034a4ef92b7d197b13"' - size: 24404521 +- checksum: '"7e5f2b3e5b6065f23b118a5b684ad28871b7658af55a8aab46012090c3ca5435"' + size: 24467752 path: https://raw.githubusercontent.com/economic-analytics/edd/main/data/csv/MM23_data.csv hash: md5 outs: -- md5: 93eaa2a29660ac755abbc58a4295cc78 - size: 24404521 +- md5: 28c3e679530d599b7a9e4fc170f4fdc4 + size: 24467752 path: MM23_data.csv hash: md5 diff --git a/working/metadata.csv.dvc b/working/metadata.csv.dvc index 2bfe6645..16aab31d 100644 --- a/working/metadata.csv.dvc +++ b/working/metadata.csv.dvc @@ -1,13 +1,13 @@ -md5: 6e55818c9d84fc8f1da2c5ad320405d8 +md5: cb3de4f54e92c77b3ae77d4b524fa6eb # frozen: true deps: -- checksum: '"b3fbe22876b819ad38760dc198b67328657e026030573b7aab6b5ece9441900f"' +- checksum: '"02c302b2435b5f96eaa3d8e4a578daa5250849f7c5f8633c745d9c8abc854876"' size: 7642 hash: md5 path: https://raw.githubusercontent.com/economic-analytics/edd/main/data-raw/edd_dict.csv outs: -- md5: 0da329f21f3d8a08af2216103729f224 +- md5: 43186523cee2c0f416d9c3e15d7490b6 size: 7642 hash: md5 path: metadata.csv diff --git a/working/output/labour-market-prepare.ipynb b/working/output/labour-market-prepare.ipynb index f66e4b59..2fcf955d 100644 --- a/working/output/labour-market-prepare.ipynb +++ b/working/output/labour-market-prepare.ipynb @@ -3,19 +3,19 @@ { "cell_type": "code", "execution_count": 1, - "id": "1a2e06d0", + "id": "35fd5a56", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.020048Z", - "iopub.status.busy": "2023-09-19T14:10:33.019323Z", - "iopub.status.idle": "2023-09-19T14:10:33.289245Z", - "shell.execute_reply": "2023-09-19T14:10:33.288084Z" + "iopub.execute_input": "2023-09-21T09:46:22.351113Z", + "iopub.status.busy": "2023-09-21T09:46:22.350489Z", + "iopub.status.idle": "2023-09-21T09:46:22.660010Z", + "shell.execute_reply": "2023-09-21T09:46:22.659222Z" }, "papermill": { - "duration": 0.276758, - "end_time": "2023-09-19T14:10:33.291132", + "duration": 0.316957, + "end_time": "2023-09-21T09:46:22.662528", "exception": false, - "start_time": "2023-09-19T14:10:33.014374", + "start_time": "2023-09-21T09:46:22.345571", "status": "completed" }, "tags": [] @@ -33,19 +33,19 @@ { "cell_type": "code", "execution_count": 2, - "id": "f1f7d96e", + "id": "716dba08", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.298197Z", - "iopub.status.busy": "2023-09-19T14:10:33.297672Z", - "iopub.status.idle": "2023-09-19T14:10:33.306213Z", - "shell.execute_reply": "2023-09-19T14:10:33.305448Z" + "iopub.execute_input": "2023-09-21T09:46:22.669995Z", + "iopub.status.busy": "2023-09-21T09:46:22.669488Z", + "iopub.status.idle": "2023-09-21T09:46:22.677468Z", + "shell.execute_reply": "2023-09-21T09:46:22.676813Z" }, "papermill": { - "duration": 0.013764, - "end_time": "2023-09-19T14:10:33.307918", + "duration": 0.013455, + "end_time": "2023-09-21T09:46:22.679127", "exception": false, - "start_time": "2023-09-19T14:10:33.294154", + "start_time": "2023-09-21T09:46:22.665672", "status": "completed" }, "tags": [] @@ -58,13 +58,13 @@ }, { "cell_type": "markdown", - "id": "35a601a7", + "id": "e8f5d72e", "metadata": { "papermill": { - "duration": 0.002261, - "end_time": "2023-09-19T14:10:33.312540", + "duration": 0.002325, + "end_time": "2023-09-21T09:46:22.683970", "exception": false, - "start_time": "2023-09-19T14:10:33.310279", + "start_time": "2023-09-21T09:46:22.681645", "status": "completed" }, "tags": [] @@ -76,19 +76,19 @@ { "cell_type": "code", "execution_count": 3, - "id": "78ba2935", + "id": "9abd7902", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.318460Z", - "iopub.status.busy": "2023-09-19T14:10:33.317892Z", - "iopub.status.idle": "2023-09-19T14:10:33.334367Z", - "shell.execute_reply": "2023-09-19T14:10:33.333726Z" + "iopub.execute_input": "2023-09-21T09:46:22.690524Z", + "iopub.status.busy": "2023-09-21T09:46:22.689818Z", + "iopub.status.idle": "2023-09-21T09:46:22.707375Z", + "shell.execute_reply": "2023-09-21T09:46:22.706716Z" }, "papermill": { - "duration": 0.021146, - "end_time": "2023-09-19T14:10:33.335960", + "duration": 0.02299, + "end_time": "2023-09-21T09:46:22.709288", "exception": false, - "start_time": "2023-09-19T14:10:33.314814", + "start_time": "2023-09-21T09:46:22.686298", "status": "completed" }, "tags": [] @@ -103,13 +103,13 @@ }, { "cell_type": "markdown", - "id": "718dd75f", + "id": "47d6f75b", "metadata": { "papermill": { - "duration": 0.002294, - "end_time": "2023-09-19T14:10:33.340571", + "duration": 0.002436, + "end_time": "2023-09-21T09:46:22.714242", "exception": false, - "start_time": "2023-09-19T14:10:33.338277", + "start_time": "2023-09-21T09:46:22.711806", "status": "completed" }, "tags": [] @@ -121,19 +121,19 @@ { "cell_type": "code", "execution_count": 4, - "id": "f59790f6", + "id": "0cdae214", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.346750Z", - "iopub.status.busy": "2023-09-19T14:10:33.346048Z", - "iopub.status.idle": "2023-09-19T14:10:33.409536Z", - "shell.execute_reply": "2023-09-19T14:10:33.408490Z" + "iopub.execute_input": "2023-09-21T09:46:22.720545Z", + "iopub.status.busy": "2023-09-21T09:46:22.720120Z", + "iopub.status.idle": "2023-09-21T09:46:22.785444Z", + "shell.execute_reply": "2023-09-21T09:46:22.784596Z" }, "papermill": { - "duration": 0.06834, - "end_time": "2023-09-19T14:10:33.411306", + "duration": 0.07147, + "end_time": "2023-09-21T09:46:22.788197", "exception": false, - "start_time": "2023-09-19T14:10:33.342966", + "start_time": "2023-09-21T09:46:22.716727", "status": "completed" }, "tags": [] @@ -721,13 +721,13 @@ }, { "cell_type": "markdown", - "id": "2459c94c", + "id": "3cc62279", "metadata": { "papermill": { - "duration": 0.00327, - "end_time": "2023-09-19T14:10:33.418399", + "duration": 0.003206, + "end_time": "2023-09-21T09:46:22.795348", "exception": false, - "start_time": "2023-09-19T14:10:33.415129", + "start_time": "2023-09-21T09:46:22.792142", "status": "completed" }, "tags": [] @@ -739,19 +739,19 @@ { "cell_type": "code", "execution_count": 5, - "id": "6c7660b9", + "id": "bcabced0", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.425833Z", - "iopub.status.busy": "2023-09-19T14:10:33.425415Z", - "iopub.status.idle": "2023-09-19T14:10:33.431586Z", - "shell.execute_reply": "2023-09-19T14:10:33.430918Z" + "iopub.execute_input": "2023-09-21T09:46:22.803269Z", + "iopub.status.busy": "2023-09-21T09:46:22.802947Z", + "iopub.status.idle": "2023-09-21T09:46:22.809308Z", + "shell.execute_reply": "2023-09-21T09:46:22.808663Z" }, "papermill": { - "duration": 0.011932, - "end_time": "2023-09-19T14:10:33.433361", + "duration": 0.012406, + "end_time": "2023-09-21T09:46:22.810815", "exception": false, - "start_time": "2023-09-19T14:10:33.421429", + "start_time": "2023-09-21T09:46:22.798409", "status": "completed" }, "tags": [] @@ -787,19 +787,19 @@ { "cell_type": "code", "execution_count": 6, - "id": "b6345de7", + "id": "c4ead63c", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.440501Z", - "iopub.status.busy": "2023-09-19T14:10:33.440280Z", - "iopub.status.idle": "2023-09-19T14:10:33.490599Z", - "shell.execute_reply": "2023-09-19T14:10:33.489954Z" + "iopub.execute_input": "2023-09-21T09:46:22.819090Z", + "iopub.status.busy": "2023-09-21T09:46:22.818616Z", + "iopub.status.idle": "2023-09-21T09:46:22.872467Z", + "shell.execute_reply": "2023-09-21T09:46:22.871730Z" }, "papermill": { - "duration": 0.055735, - "end_time": "2023-09-19T14:10:33.492107", + "duration": 0.06023, + "end_time": "2023-09-21T09:46:22.874376", "exception": false, - "start_time": "2023-09-19T14:10:33.436372", + "start_time": "2023-09-21T09:46:22.814146", "status": "completed" }, "tags": [] @@ -1276,13 +1276,13 @@ }, { "cell_type": "markdown", - "id": "ca2bf650", + "id": "7c391041", "metadata": { "papermill": { - "duration": 0.003528, - "end_time": "2023-09-19T14:10:33.499299", + "duration": 0.003931, + "end_time": "2023-09-21T09:46:22.882825", "exception": false, - "start_time": "2023-09-19T14:10:33.495771", + "start_time": "2023-09-21T09:46:22.878894", "status": "completed" }, "tags": [] @@ -1294,19 +1294,19 @@ { "cell_type": "code", "execution_count": 7, - "id": "825fd1ed", + "id": "bdc78e27", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.508743Z", - "iopub.status.busy": "2023-09-19T14:10:33.508184Z", - "iopub.status.idle": "2023-09-19T14:10:33.521404Z", - "shell.execute_reply": "2023-09-19T14:10:33.520818Z" + "iopub.execute_input": "2023-09-21T09:46:22.893132Z", + "iopub.status.busy": "2023-09-21T09:46:22.892590Z", + "iopub.status.idle": "2023-09-21T09:46:22.910505Z", + "shell.execute_reply": "2023-09-21T09:46:22.909134Z" }, "papermill": { - "duration": 0.019084, - "end_time": "2023-09-19T14:10:33.522853", + "duration": 0.025163, + "end_time": "2023-09-21T09:46:22.912709", "exception": false, - "start_time": "2023-09-19T14:10:33.503769", + "start_time": "2023-09-21T09:46:22.887546", "status": "completed" }, "tags": [] @@ -1327,19 +1327,19 @@ { "cell_type": "code", "execution_count": 8, - "id": "abc8ad8f", + "id": "e7df5df6", "metadata": { "execution": { - "iopub.execute_input": "2023-09-19T14:10:33.531504Z", - "iopub.status.busy": "2023-09-19T14:10:33.531093Z", - "iopub.status.idle": "2023-09-19T14:10:33.536087Z", - "shell.execute_reply": "2023-09-19T14:10:33.535407Z" + "iopub.execute_input": "2023-09-21T09:46:22.922318Z", + "iopub.status.busy": "2023-09-21T09:46:22.921886Z", + "iopub.status.idle": "2023-09-21T09:46:22.927686Z", + "shell.execute_reply": "2023-09-21T09:46:22.926996Z" }, "papermill": { - "duration": 0.011051, - "end_time": "2023-09-19T14:10:33.537644", + "duration": 0.013574, + "end_time": "2023-09-21T09:46:22.930286", "exception": false, - "start_time": "2023-09-19T14:10:33.526593", + "start_time": "2023-09-21T09:46:22.916712", "status": "completed" }, "tags": [] @@ -1374,13 +1374,13 @@ { "cell_type": "code", "execution_count": null, - "id": "c1c0e46b", + "id": "e4248ca8", "metadata": { "papermill": { - "duration": 0.003775, - "end_time": "2023-09-19T14:10:33.545195", + "duration": 0.003971, + "end_time": "2023-09-21T09:46:22.938223", "exception": false, - "start_time": "2023-09-19T14:10:33.541420", + "start_time": "2023-09-21T09:46:22.934252", "status": "completed" }, "tags": [] @@ -1409,14 +1409,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 2.302392, - "end_time": "2023-09-19T14:10:33.766097", + "duration": 2.675728, + "end_time": "2023-09-21T09:46:23.261348", "environment_variables": {}, "exception": null, "input_path": "prepare.ipynb", "output_path": "../../working/output/labour-market-prepare.ipynb", "parameters": {}, - "start_time": "2023-09-19T14:10:31.463705", + "start_time": "2023-09-21T09:46:20.585620", "version": "2.4.0" } },