From 608fd06b58da29eb1a5fcb3a1fb8ac020b5667f8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Pricila=20Magalh=C3=A3es?= Date: Fri, 4 Oct 2024 14:26:30 -0300 Subject: [PATCH 1/4] =?UTF-8?q?Segue=20entreg=C3=A1vel=201=20atividade=20s?= =?UTF-8?q?emana=2017?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- material/Marcia e Pricila.txt | 2 + material/Marcia&Pricila_ProjetoFinal.ipynb | 4752 +++++++++++++++++ material/Marcia&Pricila_dados.csv | 440 ++ ...\241rcia_Pricila_on34_EscopoProjeto2.docx" | Bin 0 -> 10398 bytes 4 files changed, 5194 insertions(+) create mode 100644 material/Marcia e Pricila.txt create mode 100644 material/Marcia&Pricila_ProjetoFinal.ipynb create mode 100644 material/Marcia&Pricila_dados.csv create mode 100644 "material/M\303\241rcia_Pricila_on34_EscopoProjeto2.docx" diff --git a/material/Marcia e Pricila.txt b/material/Marcia e Pricila.txt new file mode 100644 index 0000000..b57587e --- /dev/null +++ b/material/Marcia e Pricila.txt @@ -0,0 +1,2 @@ +Link Colab +https://colab.research.google.com/drive/1EQPG7v-i1-mTFzQE5OMF_qostI8VZc7Q?usp=sharing \ No newline at end of file diff --git a/material/Marcia&Pricila_ProjetoFinal.ipynb b/material/Marcia&Pricila_ProjetoFinal.ipynb new file mode 100644 index 0000000..657101e --- /dev/null +++ b/material/Marcia&Pricila_ProjetoFinal.ipynb @@ -0,0 +1,4752 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "JGpXbj5eG50S", + "outputId": "05fa2c7a-a34a-47f9-b084-fbbb759d2988" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: yfinance in /usr/local/lib/python3.10/dist-packages (0.2.44)\n", + "Requirement already satisfied: pandas>=1.3.0 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2.2.2)\n", + "Requirement already satisfied: numpy>=1.16.5 in /usr/local/lib/python3.10/dist-packages (from yfinance) (1.26.4)\n", + "Requirement already satisfied: requests>=2.31 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2.32.3)\n", + "Requirement already satisfied: multitasking>=0.0.7 in /usr/local/lib/python3.10/dist-packages (from yfinance) (0.0.11)\n", + "Requirement already satisfied: lxml>=4.9.1 in /usr/local/lib/python3.10/dist-packages (from yfinance) (4.9.4)\n", + "Requirement already satisfied: platformdirs>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from yfinance) (4.3.6)\n", + "Requirement already satisfied: pytz>=2022.5 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2024.2)\n", + "Requirement already satisfied: frozendict>=2.3.4 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2.4.4)\n", + "Requirement already satisfied: peewee>=3.16.2 in /usr/local/lib/python3.10/dist-packages (from yfinance) (3.17.6)\n", + "Requirement already satisfied: beautifulsoup4>=4.11.1 in /usr/local/lib/python3.10/dist-packages (from yfinance) (4.12.3)\n", + "Requirement already satisfied: html5lib>=1.1 in /usr/local/lib/python3.10/dist-packages (from yfinance) (1.1)\n", + "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4>=4.11.1->yfinance) (2.6)\n", + "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.10/dist-packages (from html5lib>=1.1->yfinance) (1.16.0)\n", + "Requirement already satisfied: webencodings in /usr/local/lib/python3.10/dist-packages (from html5lib>=1.1->yfinance) (0.5.1)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.3.0->yfinance) (2.8.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.3.0->yfinance) (2024.2)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (3.3.2)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (3.10)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (2.2.3)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (2024.8.30)\n" + ] + } + ], + "source": [ + "# Instala a biblioteca yfinance\n", + "!pip install yfinance --upgrade" + ] + }, + { + "cell_type": "code", + "source": [ + "# Instala a biblioteca mplfinance\n", + "!pip install mplfinance" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "n1nX8NXWthxX", + "outputId": "6367f86f-e338-44f8-e618-55dc816c4aa7" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Collecting mplfinance\n", + " Downloading mplfinance-0.12.10b0-py3-none-any.whl.metadata (19 kB)\n", + "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from mplfinance) (3.7.1)\n", + "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from mplfinance) (2.2.2)\n", + "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.3.0)\n", + "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (4.54.1)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.4.7)\n", + "Requirement already satisfied: numpy>=1.20 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.26.4)\n", + "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (24.1)\n", + "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (10.4.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (3.1.4)\n", + "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (2.8.2)\n", + "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->mplfinance) (2024.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.10/dist-packages (from pandas->mplfinance) (2024.2)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib->mplfinance) (1.16.0)\n", + "Downloading mplfinance-0.12.10b0-py3-none-any.whl (75 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.0/75.0 kB\u001b[0m \u001b[31m3.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hInstalling collected packages: mplfinance\n", + "Successfully installed mplfinance-0.12.10b0\n" + ] + } + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "hgTAzDJoCvlR" + }, + "outputs": [], + "source": [ + "#Importando bibliotecas que podem ser utilizadas\n", + "import yfinance as yf\n", + "import mplfinance as mpf\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "source": [ + "# Definindo uma lista de tickers de ações ou um único ticker\n", + "ativos = ['ALOS3.SA', 'ALPA4.SA', 'ABEV3.SA', 'ASAI3.SA', 'AURE3.SA', 'AZUL4.SA', 'AZZA3.SA', 'B3SA3.SA', 'BBSE3.SA', 'BBDC3.SA', 'BBDC4.SA', 'BRAP4.SA', 'BBAS3.SA', 'BRKM5.SA', 'BRAV3.SA', 'BRFS3.SA', 'BPAC11.SA', 'CXSE3.SA', 'CRFB3.SA', 'CCRO3.SA', 'CMIG4.SA', 'COGN3.SA', 'CPLE6.SA', 'CSAN3.SA', 'CPFE3.SA', 'CMIN3.SA', 'CVCB3.SA', 'CYRE3.SA', 'ELET3.SA', 'ELET6.SA', 'EMBR3.SA', 'ENGI11.SA', 'ENEV3.SA', 'EGIE3.SA', 'EQTL3.SA', 'EZTC3.SA', 'FLRY3.SA', 'GGBR4.SA', 'GOAU4.SA', 'NTCO3.SA', 'HAPV3.SA', 'HYPE3.SA', 'IGTI11.SA', 'IRBR3.SA', 'ITSA4.SA', 'ITUB4.SA', 'JBSS3.SA', 'KLBN11.SA', 'RENT3.SA', 'LREN3.SA', 'LWSA3.SA', 'MGLU3.SA', 'MRFG3.SA', 'BEEF3.SA', 'MRVE3.SA', 'MULT3.SA', 'PCAR3.SA', 'PETR3.SA', 'PETR4.SA', 'RECV3.SA', 'PRIO3.SA', 'PETZ3.SA', 'RADL3.SA', 'RAIZ4.SA', 'RDOR3.SA', 'RAIL3.SA', 'SBSP3.SA', 'SANB11.SA', 'STBP3.SA', 'SMTO3.SA', 'CSNA3.SA', 'SLCE3.SA', 'SUZB3.SA', 'TAEE11.SA', 'VIVT3.SA', 'TIMS3.SA', 'TOTS3.SA', 'TRPL4.SA','UGPA3.SA', 'USIM5.SA', 'VALE3.SA', 'VAMO3.SA', 'VBBR3.SA', 'VIVA3.SA', 'WEGE3.SA', 'YDUQ3.SA']\n", + "\n", + "#Obtendo os dados do yfinance:\n", + "dados = yf.download(ativos, start='2023-01-09', end=pd.Timestamp.today())\n", + "\n", + "# Exibindo os primeiros dados\n", + "dados.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 402 + }, + "id": "h4gaLPzWSteG", + "outputId": "3a812350-4e87-42ec-85bf-ff18d7216b29" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "[*********************100%***********************] 86 of 86 completed\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Price Adj Close \\\n", + "Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA \n", + "Date \n", + "2023-01-09 00:00:00+00:00 13.684702 NaN 14.22 19.151798 11.307482 \n", + "2023-01-10 00:00:00+00:00 13.817748 NaN 14.78 19.161758 11.189201 \n", + "2023-01-11 00:00:00+00:00 13.580167 NaN 15.13 19.679644 11.575581 \n", + "2023-01-12 00:00:00+00:00 13.399605 NaN 14.51 19.918669 11.875221 \n", + "2023-01-13 00:00:00+00:00 13.190533 NaN 13.62 19.878830 11.662318 \n", + "\n", + "Price \\\n", + "Ticker AZUL4.SA AZZA3.SA B3SA3.SA BBAS3.SA \n", + "Date \n", + "2023-01-09 00:00:00+00:00 12.00 72.129257 11.607096 15.379967 \n", + "2023-01-10 00:00:00+00:00 12.34 74.090393 12.018298 15.641395 \n", + "2023-01-11 00:00:00+00:00 12.35 75.945770 12.569680 15.862947 \n", + "2023-01-12 00:00:00+00:00 12.32 76.522575 12.494918 15.761028 \n", + "2023-01-13 00:00:00+00:00 11.66 75.705437 12.298663 15.796480 \n", + "\n", + "Price ... Volume \\\n", + "Ticker BBDC3.SA ... TRPL4.SA UGPA3.SA USIM5.SA \n", + "Date ... \n", + "2023-01-09 00:00:00+00:00 11.712928 ... 1512600 3907200 10693500 \n", + "2023-01-10 00:00:00+00:00 11.957701 ... 1398500 4617400 13821300 \n", + "2023-01-11 00:00:00+00:00 12.084624 ... 2407800 6669800 13903300 \n", + "2023-01-12 00:00:00+00:00 11.839848 ... 1377600 4672600 11679900 \n", + "2023-01-13 00:00:00+00:00 11.885175 ... 972900 4497600 7269200 \n", + "\n", + "Price \\\n", + "Ticker VALE3.SA VAMO3.SA VBBR3.SA VIVA3.SA VIVT3.SA \n", + "Date \n", + "2023-01-09 00:00:00+00:00 19285800 3368460 7659800 696300 2607700 \n", + "2023-01-10 00:00:00+00:00 19821100 3522522 10949600 1693000 3302800 \n", + "2023-01-11 00:00:00+00:00 23834100 4034277 14919900 717700 4127600 \n", + "2023-01-12 00:00:00+00:00 18058600 3324846 11711500 963600 3618900 \n", + "2023-01-13 00:00:00+00:00 16905800 2088011 9014400 852500 3417300 \n", + "\n", + "Price \n", + "Ticker WEGE3.SA YDUQ3.SA \n", + "Date \n", + "2023-01-09 00:00:00+00:00 5730600 4058600 \n", + "2023-01-10 00:00:00+00:00 6556000 6683900 \n", + "2023-01-11 00:00:00+00:00 5982900 6467200 \n", + "2023-01-12 00:00:00+00:00 5376000 5377000 \n", + "2023-01-13 00:00:00+00:00 4957200 5201000 \n", + "\n", + "[5 rows x 516 columns]" + ], + "text/html": [ + "\n", + "
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PriceAdj Close...Volume
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...TRPL4.SAUGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
Date
2023-01-09 00:00:00+00:0013.684702NaN14.2219.15179811.30748212.0072.12925711.60709615.37996711.712928...15126003907200106935001928580033684607659800696300260770057306004058600
2023-01-10 00:00:00+00:0013.817748NaN14.7819.16175811.18920112.3474.09039312.01829815.64139511.957701...1398500461740013821300198211003522522109496001693000330280065560006683900
2023-01-11 00:00:00+00:0013.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294712.084624...240780066698001390330023834100403427714919900717700412760059829006467200
2023-01-12 00:00:00+00:0013.399605NaN14.5119.91866911.87522112.3276.52257512.49491815.76102811.839848...137760046726001167990018058600332484611711500963600361890053760005377000
2023-01-13 00:00:00+00:0013.190533NaN13.6219.87883011.66231811.6675.70543712.29866315.79648011.885175...972900449760072692001690580020880119014400852500341730049572005201000
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PriceAdj Close...Volumedata
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...UGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
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2023-01-1113.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294712.084624...666980013903300238341004034277149199007177004127600598290064672002023-01-11
2023-01-1213.399605NaN14.5119.91866911.87522112.3276.52257512.49491815.76102811.839848...467260011679900180586003324846117115009636003618900537600053770002023-01-12
2023-01-1313.190533NaN13.6219.87883011.66231811.6675.70543712.29866315.79648011.885175...4497600726920016905800208801190144008525003417300495720052010002023-01-13
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PriceAdj Close...Volumedata
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...UGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
2023-01-0913.684702NaN14.2219.15179811.30748212.0072.12925711.60709615.37996711.712928...39072001069350019285800336846076598006963002607700573060040586002023-01-09
2023-01-1013.817748NaN14.7819.16175811.18920112.3474.09039312.01829815.64139511.957701...4617400138213001982110035225221094960016930003302800655600066839002023-01-10
2023-01-1113.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294712.084624...666980013903300238341004034277149199007177004127600598290064672002023-01-11
2023-01-1213.399605NaN14.5119.91866911.87522112.3276.52257512.49491815.76102811.839848...467260011679900180586003324846117115009636003618900537600053770002023-01-12
2023-01-1313.190533NaN13.6219.87883011.66231811.6675.70543712.29866315.79648011.885175...4497600726920016905800208801190144008525003417300495720052010002023-01-13
..................................................................
2024-09-2712.92000021.8700017.118.12000010.4400005.9542.86999910.73000027.25000013.041017...785890012234900372379005348400687470035850001945900645060031350002024-09-27
2024-09-3013.08000021.8500006.957.47000010.4600006.2442.16999810.71000027.18000012.893271...4572000123706002898030018577400509560019184002477900643540042765002024-09-30
2024-10-0113.60000021.8600016.927.12000010.4800005.9541.75999810.71000027.08000012.962749...436200081614001809150024850500381860035807003050600804400040556002024-10-01
2024-10-0213.72000022.2099997.137.15000010.4300006.2442.33000210.94000027.15000013.380000...4650100145140002031060021167000376750029614001808400513030049945002024-10-02
2024-10-0313.40000022.1800006.896.74000010.3600005.9440.54000110.72000026.90000013.250000...0000000002024-10-03
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436 rows × 517 columns

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\u001b[0mgoogle\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolab\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mdrive\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0mdrive\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmount\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/content/drive'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/google/colab/drive.py\u001b[0m in \u001b[0;36mmount\u001b[0;34m(mountpoint, force_remount, timeout_ms, readonly)\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mmount\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmountpoint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mforce_remount\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout_ms\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m120000\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mreadonly\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0;34m\"\"\"Mount your Google Drive at the specified mountpoint path.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 100\u001b[0;31m return _mount(\n\u001b[0m\u001b[1;32m 101\u001b[0m \u001b[0mmountpoint\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 102\u001b[0m \u001b[0mforce_remount\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mforce_remount\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/google/colab/drive.py\u001b[0m in \u001b[0;36m_mount\u001b[0;34m(mountpoint, force_remount, timeout_ms, ephemeral, readonly)\u001b[0m\n\u001b[1;32m 135\u001b[0m )\n\u001b[1;32m 136\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mephemeral\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 137\u001b[0;31m _message.blocking_request(\n\u001b[0m\u001b[1;32m 138\u001b[0m \u001b[0;34m'request_auth'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 139\u001b[0m \u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m'authType'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'dfs_ephemeral'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/google/colab/_message.py\u001b[0m in \u001b[0;36mblocking_request\u001b[0;34m(request_type, request, timeout_sec, parent)\u001b[0m\n\u001b[1;32m 174\u001b[0m \u001b[0mrequest_type\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparent\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparent\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexpect_reply\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 175\u001b[0m )\n\u001b[0;32m--> 176\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mread_reply_from_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest_id\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout_sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/google/colab/_message.py\u001b[0m in \u001b[0;36mread_reply_from_input\u001b[0;34m(message_id, timeout_sec)\u001b[0m\n\u001b[1;32m 101\u001b[0m ):\n\u001b[1;32m 102\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m'error'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 103\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mMessageError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreply\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'error'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 104\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 105\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mMessageError\u001b[0m: Error: credential propagation was unsuccessful" + ] + } + ], + "source": [ + "#Criar arquivo csv com dados baixados\n", + "#dados.to_csv('dados.csv', index=True)\n", + "dados.to_csv('dados_teste.csv', index=True, sep=',')\n", + "\n", + "#salva csv no drive\n", + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ] + }, + { + "cell_type": "code", + "source": [ + "#visualizando o tipo de dados do df\n", + "print(dados.dtypes)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "6mjEpw3dTxaC", + "outputId": "86e4954f-1d14-415a-99bc-5ae947809681" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Price Ticker \n", + "Adj Close ABEV3.SA float64\n", + " ALOS3.SA float64\n", + " ALPA4.SA float64\n", + " ASAI3.SA float64\n", + " AURE3.SA float64\n", + " ... \n", + "Volume VIVA3.SA int64\n", + " VIVT3.SA int64\n", + " WEGE3.SA int64\n", + " YDUQ3.SA int64\n", + "data object\n", + "Length: 517, dtype: object\n" + ] + } + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Vqz6FQ3_pqXO", + "outputId": "e6f01eb8-9a37-49a2-c201-9a84223ff5bc" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "Index: 436 entries, 2023-01-09 to 2024-10-03\n", + "Columns: 517 entries, ('Adj Close', 'ABEV3.SA') to ('data', '')\n", + "dtypes: float64(432), int64(84), object(1)\n", + "memory usage: 1.7+ MB\n" + ] + } + ], + "source": [ + "# Mostra informações sobre o DataFrame, incluindo o número de entradas e tipos de dados\n", + "dados.info()" + ] + }, + { + "cell_type": "code", + "source": [ + "# Análise descritiva das colunas numéricas\n", + "dados[['Low', 'Close']].describe()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 381 + }, + "id": "DIsP5DQ6h0Js", + "outputId": "4d350b8c-43fe-4bf3-c3f3-2d164f18bb92" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Price Low \\\n", + "Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA \n", + "count 436.000000 241.000000 436.000000 436.000000 436.000000 \n", + "mean 13.165069 22.882531 9.002294 12.895390 13.179656 \n", + "std 1.225660 2.162205 1.400148 2.634554 1.393825 \n", + "min 0.000000 0.000000 0.000000 0.000000 0.000000 \n", + "25% 12.410000 21.549999 8.205000 11.297500 12.057500 \n", + "50% 13.130000 23.000000 9.005000 12.910000 13.440000 \n", + "75% 14.100000 24.170000 9.445000 13.695000 14.162500 \n", + "max 15.440000 26.450001 14.710000 20.850000 15.680000 \n", + "\n", + "Price ... \\\n", + "Ticker AZUL4.SA AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... \n", + "count 436.000000 436.000000 436.000000 436.000000 436.000000 ... \n", + "mean 12.115803 62.330252 12.230780 24.759255 12.813693 ... \n", + "std 3.820517 11.460218 1.409688 3.370684 1.256873 ... \n", + "min 0.000000 0.000000 0.000000 0.000000 0.000000 ... \n", + "25% 9.477500 52.485001 11.140000 23.108750 12.042500 ... \n", + "50% 12.075000 60.540001 12.230000 25.367500 12.665000 ... \n", + "75% 14.492500 72.519999 13.152500 27.379999 13.680000 ... \n", + "max 21.559999 87.589996 14.890000 29.530001 15.550000 ... \n", + "\n", + "Price Close \\\n", + "Ticker TRPL4.SA UGPA3.SA USIM5.SA VALE3.SA VAMO3.SA \n", + "count 436.000000 436.000000 436.000000 436.000000 436.000000 \n", + "mean 24.533601 21.139587 7.692729 68.928532 10.099618 \n", + "std 1.492157 5.020132 1.231999 9.122410 2.302593 \n", + "min 21.190001 12.300000 5.600000 56.000000 5.770000 \n", + "25% 23.817500 17.997500 6.880000 62.497499 8.200000 \n", + "50% 24.815000 21.515000 7.395000 66.815002 9.315000 \n", + "75% 25.382499 25.137499 8.290000 72.377502 12.002500 \n", + "max 27.750000 31.080000 11.110000 98.000000 14.619954 \n", + "\n", + "Price \n", + "Ticker VBBR3.SA VIVA3.SA VIVT3.SA WEGE3.SA YDUQ3.SA \n", + "count 436.000000 436.000000 436.000000 436.000000 436.000000 \n", + "mean 20.230550 26.296399 46.319931 39.424679 15.124243 \n", + "std 3.846286 4.081368 5.243310 5.499892 5.151743 \n", + "min 12.330000 19.830000 38.099998 31.469999 6.550000 \n", + "25% 17.097500 22.547500 41.680000 36.130001 10.307500 \n", + "50% 20.844999 26.469999 45.459999 38.215000 15.590000 \n", + "75% 23.392499 28.760000 50.990000 39.929998 20.005000 \n", + "max 26.600000 35.610001 56.459999 56.049999 24.000000 \n", + "\n", + "[8 rows x 172 columns]" + ], + "text/html": [ + "\n", + "
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PriceLow...Close
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...TRPL4.SAUGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
count436.000000241.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000...436.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000
mean13.16506922.8825319.00229412.89539013.17965612.11580362.33025212.23078024.75925512.813693...24.53360121.1395877.69272968.92853210.09961820.23055026.29639946.31993139.42467915.124243
std1.2256602.1622051.4001482.6345541.3938253.82051711.4602181.4096883.3706841.256873...1.4921575.0201321.2319999.1224102.3025933.8462864.0813685.2433105.4998925.151743
min0.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...21.19000112.3000005.60000056.0000005.77000012.33000019.83000038.09999831.4699996.550000
25%12.41000021.5499998.20500011.29750012.0575009.47750052.48500111.14000023.10875012.042500...23.81750017.9975006.88000062.4974998.20000017.09750022.54750041.68000036.13000110.307500
50%13.13000023.0000009.00500012.91000013.44000012.07500060.54000112.23000025.36750012.665000...24.81500021.5150007.39500066.8150029.31500020.84499926.46999945.45999938.21500015.590000
75%14.10000024.1700009.44500013.69500014.16250014.49250072.51999913.15250027.37999913.680000...25.38249925.1374998.29000072.37750212.00250023.39249928.76000050.99000039.92999820.005000
max15.44000026.45000114.71000020.85000015.68000021.55999987.58999614.89000029.53000115.550000...27.75000031.08000011.11000098.00000014.61995426.60000035.61000156.45999956.04999924.000000
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8 rows × 172 columns

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To get a de-fragmented frame, use `newframe = frame.copy()`\n", + " dados['date'] = pd.to_datetime(dados['data'])\n", + ":4: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n", + " dados['ano'] = dados['date'].dt.year\n", + ":5: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n", + " dados['mes'] = dados['date'].dt.month\n", + ":6: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n", + " dados['dia'] = dados['date'].dt.day\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Price Adj Close \\\n", + "Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA AZUL4.SA \n", + "data \n", + "2023-01-09 13.684702 NaN 14.22 19.151798 11.307482 12.00 \n", + "2023-01-10 13.817748 NaN 14.78 19.161758 11.189201 12.34 \n", + "2023-01-11 13.580167 NaN 15.13 19.679644 11.575581 12.35 \n", + "2023-01-12 13.399605 NaN 14.51 19.918669 11.875221 12.32 \n", + "2023-01-13 13.190533 NaN 13.62 19.878830 11.662318 11.66 \n", + "... ... ... ... ... ... ... \n", + "2024-09-27 12.920000 21.870001 7.11 8.120000 10.440000 5.95 \n", + "2024-09-30 13.080000 21.850000 6.95 7.470000 10.460000 6.24 \n", + "2024-10-01 13.600000 21.860001 6.92 7.120000 10.480000 5.95 \n", + "2024-10-02 13.720000 22.209999 7.13 7.150000 10.430000 6.24 \n", + "2024-10-03 13.400000 22.180000 6.89 6.740000 10.360000 5.94 \n", + "\n", + "Price ... Volume \\\n", + "Ticker AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... VBBR3.SA \n", + "data ... \n", + "2023-01-09 72.129257 11.607096 15.379967 11.712928 ... 7659800 \n", + "2023-01-10 74.090393 12.018298 15.641395 11.957701 ... 10949600 \n", + "2023-01-11 75.945770 12.569680 15.862947 12.084624 ... 14919900 \n", + "2023-01-12 76.522575 12.494918 15.761028 11.839848 ... 11711500 \n", + "2023-01-13 75.705437 12.298663 15.796480 11.885175 ... 9014400 \n", + "... ... ... ... ... ... ... \n", + "2024-09-27 42.869999 10.730000 27.250000 13.041017 ... 6874700 \n", + "2024-09-30 42.169998 10.710000 27.180000 12.893271 ... 5095600 \n", + "2024-10-01 41.759998 10.710000 27.080000 12.962749 ... 3818600 \n", + "2024-10-02 42.330002 10.940000 27.150000 13.380000 ... 3767500 \n", + "2024-10-03 40.540001 10.720000 26.900000 13.250000 ... 0 \n", + "\n", + "Price data date ano \\\n", + "Ticker VIVA3.SA VIVT3.SA WEGE3.SA YDUQ3.SA \n", + "data \n", + "2023-01-09 696300 2607700 5730600 4058600 2023-01-09 2023-01-09 2023 \n", + "2023-01-10 1693000 3302800 6556000 6683900 2023-01-10 2023-01-10 2023 \n", + "2023-01-11 717700 4127600 5982900 6467200 2023-01-11 2023-01-11 2023 \n", + "2023-01-12 963600 3618900 5376000 5377000 2023-01-12 2023-01-12 2023 \n", + "2023-01-13 852500 3417300 4957200 5201000 2023-01-13 2023-01-13 2023 \n", + "... ... ... ... ... ... ... ... \n", + "2024-09-27 3585000 1945900 6450600 3135000 2024-09-27 2024-09-27 2024 \n", + "2024-09-30 1918400 2477900 6435400 4276500 2024-09-30 2024-09-30 2024 \n", + "2024-10-01 3580700 3050600 8044000 4055600 2024-10-01 2024-10-01 2024 \n", + "2024-10-02 2961400 1808400 5130300 4994500 2024-10-02 2024-10-02 2024 \n", + "2024-10-03 0 0 0 0 2024-10-03 2024-10-03 2024 \n", + "\n", + "Price mes dia \n", + "Ticker \n", + "data \n", + "2023-01-09 1 9 \n", + "2023-01-10 1 10 \n", + "2023-01-11 1 11 \n", + "2023-01-12 1 12 \n", + "2023-01-13 1 13 \n", + "... .. .. \n", + "2024-09-27 9 27 \n", + "2024-09-30 9 30 \n", + "2024-10-01 10 1 \n", + "2024-10-02 10 2 \n", + "2024-10-03 10 3 \n", + "\n", + "[436 rows x 521 columns]" + ], + "text/html": [ + "\n", + "
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PriceAdj Close...Volumedatadateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
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2023-01-1013.817748NaN14.7819.16175811.18920112.3474.09039312.01829815.64139511.957701...1094960016930003302800655600066839002023-01-102023-01-102023110
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2023-01-1213.399605NaN14.5119.91866911.87522112.3276.52257512.49491815.76102811.839848...117115009636003618900537600053770002023-01-122023-01-122023112
2023-01-1313.190533NaN13.6219.87883011.66231811.6675.70543712.29866315.79648011.885175...90144008525003417300495720052010002023-01-132023-01-132023113
..................................................................
2024-09-2712.92000021.8700017.118.12000010.4400005.9542.86999910.73000027.25000013.041017...687470035850001945900645060031350002024-09-272024-09-272024927
2024-09-3013.08000021.8500006.957.47000010.4600006.2442.16999810.71000027.18000012.893271...509560019184002477900643540042765002024-09-302024-09-302024930
2024-10-0113.60000021.8600016.927.12000010.4800005.9541.75999810.71000027.08000012.962749...381860035807003050600804400040556002024-10-012024-10-012024101
2024-10-0213.72000022.2099997.137.15000010.4300006.2442.33000210.94000027.15000013.380000...376750029614001808400513030049945002024-10-022024-10-022024102
2024-10-0313.40000022.1800006.896.74000010.3600005.9440.54000110.72000026.90000013.250000...000002024-10-032024-10-032024103
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436 rows × 521 columns

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PriceAdj Close...Volumedatadateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
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113.817748NaN14.7819.16175811.18920112.3474.09039312.01829815.64139511.957701...1094960016930003302800655600066839002023-01-102023-01-102023110
213.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294712.084624...149199007177004127600598290064672002023-01-112023-01-112023111
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..................................................................
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436 rows × 521 columns

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PriceAdj Close...Volumedateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
count436.000000241.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000436.000000...4.360000e+024.360000e+024.360000e+024.360000e+024.360000e+024.360000e+02436436.000000436.000000436.000000
mean12.94477722.5466999.20238513.12247612.06563612.43465662.04347811.98785523.63688212.170571...7.008191e+069.722584e+062.790553e+062.352236e+066.909335e+064.838015e+062023-11-23 00:06:36.3302753282023.4426615.93578015.818807
min11.09000019.4388316.8900006.74000010.3200004.04000040.5400019.74315915.37996710.219182...0.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+002023-01-09 00:00:002023.0000001.0000001.000000
25%12.37831321.6600008.33750011.56750011.7721949.72000053.14694410.95565621.65033011.313631...4.180700e+066.128325e+061.496225e+061.667900e+064.729225e+063.225150e+062023-06-18 06:00:002023.0000003.0000008.000000
50%12.94000022.6944089.15500013.08000012.07034612.38000060.62390712.02685624.06723411.946191...5.964450e+068.220900e+062.123000e+062.135300e+065.984900e+064.226200e+062023-11-22 12:00:002023.0000006.00000016.000000
75%13.61863423.3379549.65250013.99250012.41276814.72750070.97565312.81645026.52616413.101214...8.205000e+061.141432e+073.178475e+062.753625e+067.940700e+065.669825e+062024-05-02 06:00:002024.0000008.00000023.000000
max14.77757825.40108115.13000021.02415513.24725821.86000185.22269414.42459829.05988914.613025...6.244440e+074.632970e+073.859080e+071.766530e+074.312870e+072.028200e+072024-10-03 00:00:002024.00000012.00000031.000000
std0.8334151.1980461.3629622.6020160.5084023.86211410.4011781.1893883.5217341.059438...5.040315e+065.831169e+063.046431e+061.273506e+064.053117e+062.661106e+06NaN0.4972723.1499698.749212
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+ }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [], + "metadata": { + "id": "YT_QXJUNElu1" + } + }, + { + "cell_type": "markdown", + "source": [ + "#Pergunta 2\n", + "\n", + "\n", + "---\n", + "\n", + "\n", + "## Há evidências de reversões de tendência nos últimos meses?\n", + "- Justificativa: A teoria de Dow enfatiza a importância de identificar reversões, pois elas podem representar pontos críticos para decisões de compra e venda. Reconhecer padrões de reversão é fundamental para os investidores.\n", + "- Análise:\n", + " * Observe formações que indiquem reversões, como \"topos e fundos duplos\" ou \"ombro-cabeça-ombro\".\n", + " * Calcule o Índice de Força Relativa (RSI) para identificar condições de sobrecompra ou sobrevenda, o que pode indicar uma possível reversão de tendência.\n", + "\n", + "\n" + ], + "metadata": { + "id": "XmlSIT5HEmKd" + } + }, + { + "cell_type": "code", + "source": [ + "# Definindo o ticker do Ibovespa e o período de análise (últimos 6 meses)\n", + "ticker = \"^BVSP\" # Ticker do Ibovespa\n", + "start_date = \"2023-10-01\" # Data de início (um ano atrás)\n", + "end_date = \"2024-10-01\" # Data de fim\n", + "\n", + "# Coletando os dados do Ibovespa\n", + "ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n", + "\n", + "# Calculando o Índice de Força Relativa (RSI)\n", + "def calculate_rsi(data, window=14):\n", + " delta = data['Close'].diff()\n", + " gain = (delta.where(delta > 0, 0)).rolling(window=window).mean()\n", + " loss = (-delta.where(delta < 0, 0)).rolling(window=window).mean()\n", + " rs = gain / loss\n", + " rsi = 100 - (100 / (1 + rs))\n", + " return rsi\n", + "\n", + "ibovespa_data['RSI'] = calculate_rsi(ibovespa_data)\n", + "\n", + "# Gráfico de Candlestick\n", + "mpf.plot(ibovespa_data, type='candle', style='charles', title='Ibovespa - Últimos 6 Meses',\n", + " ylabel='Preço', volume=False, addplot=[mpf.make_addplot(ibovespa_data['RSI'], panel=1, color='orange', title='RSI')])\n", + "\n", + "# Exibir o gráfico\n", + "plt.show()\n" + ], + "metadata": { + "id": "Yy6q_2zQozvV", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 609 + }, + "outputId": "52485c9a-c137-4ebf-a764-80c9fb242125" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r[*********************100%***********************] 1 of 1 completed\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [], + "metadata": { + "id": "o3ru4nfsEtpg" + } + }, + { + "cell_type": "markdown", + "source": [ + "#Pergunta 3\n", + "## Como o volume de negociação de ações ao longo do tempo influencia o desempenho de preço de uma ação?\n", + " - Justificativa: O volume de negociação pode ser um indicador da liquidez e interesse do mercado por determinadas ações, o que pode influenciar seus preços.\n", + " - Análise:\n", + " - Verificar a correlação entre volume de negociação e o preço das ações.\n", + " - Identificar padrões nos dados históricos que explicam essa relação.\n", + "\n" + ], + "metadata": { + "id": "0oHVLhnpFE3h" + } + }, + { + "cell_type": "code", + "source": [ + "# Definindo o ticker do Ibovespa e o período de análise (últimos 6 meses)\n", + "ticker = \"^BVSP\" # Ticker do Ibovespa\n", + "start_date = \"2023-10-01\" # Data de início (seis meses atrás)\n", + "end_date = \"2024-10-01\" # Data de fim\n", + "\n", + "# Coletando os dados do Ibovespa\n", + "ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n", + "\n", + "# Calculando a variação percentual do preço\n", + "ibovespa_data['Price Change (%)'] = ibovespa_data['Close'].pct_change() * 100\n", + "\n", + "# Criando gráficos\n", + "fig, ax1 = plt.subplots(figsize=(14, 7))\n", + "\n", + "# Gráfico de preços\n", + "ax1.set_title('Ibovespa: Preço de Fechamento e Volume de Negociação', fontsize=16)\n", + "ax1.set_xlabel('Data', fontsize=14)\n", + "ax1.set_ylabel('Preço de Fechamento (R$)', fontsize=14, color='tab:blue')\n", + "ax1.plot(ibovespa_data.index, ibovespa_data['Close'], label='Preço de Fechamento', color='tab:blue')\n", + "ax1.tick_params(axis='y', labelcolor='tab:blue')\n", + "\n", + "# Criando um segundo eixo y para o volume\n", + "ax2 = ax1.twinx()\n", + "ax2.set_ylabel('Volume de Negociação', fontsize=14, color='tab:orange')\n", + "ax2.bar(ibovespa_data.index, ibovespa_data['Volume'], label='Volume de Negociação', color='tab:orange', alpha=0.3)\n", + "ax2.tick_params(axis='y', labelcolor='tab:orange')\n", + "\n", + "# Exibindo a legenda\n", + "fig.tight_layout() # Ajusta o layout\n", + "plt.title('Ibovespa: Preço de Fechamento e Volume de Negociação', fontsize=16)\n", + "plt.show()\n", + "\n", + "# Gráfico de correlação entre volume e variação de preço\n", + "plt.figure(figsize=(10, 5))\n", + "plt.scatter(ibovespa_data['Volume'], ibovespa_data['Price Change (%)'], alpha=0.5)\n", + "plt.title('Correlação entre Volume de Negociação e Variação de Preço', fontsize=16)\n", + "plt.xlabel('Volume de Negociação', fontsize=14)\n", + "plt.ylabel('Variação de Preço (%)', fontsize=14)\n", + "plt.grid()\n", + "plt.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "vGKMjhqTQkqR", + "outputId": "e52ac487-a1f6-488a-c4cf-0ebf72c39fc8" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "\r[*********************100%***********************] 1 of 1 completed\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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Pfaucfv3rX0uAvepNqbi4WL7PvXv3yrc7qmn0er3b8b3yyiv9PiwuWbJE/jB/3333ufzAr+RI7vRtm6DkqMq79tpr+y375ptvpLPOOkuaPn26NGHCBPlUakfy49Zbbx3w8YfC8Vq6+9Hr9dLbb7+t2sax7JNPPnF5n47EgKvT0vuu88UXX0iSJEkvvPBCv6TiQEYSN+489dRT8hjccVTbKhNCO3fulMfiqvpQkpwxqdVqPRqLJDkTlnq9vt9p9X1Pr/fFcy5JztiOjo52udxRnW00Gl0uH2psO54DV+0oJEmSwsPDXR6LHBzHG+WXSI62HkcffbTb/XQkki688MIR7/tgSds1a9bI8aOs3lVyVGz2rRp2x5GcGih57vgiITs726P7dHB8QZCYmKi63XGcVD4/I9k3byVt3VWuO9pYuIs1xzFbeXbB0qVLJcBe2eqO44vAww8/3O06So5qZXfJ9DfffNNlwnC4cT0QV0nbrq4u+ViiPJXeVdJ2uHHoSC4qv3RVeuutt1w+B47WBO6SklarVT4mPPXUU/L+OO7L02S2JA2ctK2qqpJ+//vfS4cffrg0adIk+TgXHx/v8j2So5WGp4l9h5KSEuk3v/mNNGfOHGnixIny4zgqrpVtTLzxP5OIiAKHHkRERB5KTU11uywsLAzt7e3YuXMnAKC0tFRetmDBApfbzJ49GwBgsVhUtz/44IN4+eWXUV9fj7Vr18qzW//5z38GAGRmZmLcuHHy+hs2bAAA9PT0uJ3AxKGrq0u+/M4772DixIloaGjAHXfcgTvuuAPh4eEoKCjADTfcgEsvvdTlfcTGxrq9/7i4OBw8eFA1IVl3dzdmzJghT+TjzkCTuQ1XVFQUkpKSAAAGgwHx8fE46qijcPvttyM0NNTlNvPnz3d5u+O5u+6663DdddcN+Lh79+4FAGzbtg2AfUZsrXbw+U9HEjfuOGLSMfmaKykpKaiurlbd9ssvv8iXo6KiBnwMm83m0ViUsrOzVfvrii+ec6X4+HiXt6ekpACwT7qlNNLYVv4dKxkMBgBAQUGBy+VarRZWqxVms1m+zfH6ffvtt4MeB2pqavrdNtR9H8yWLVsA2Cc2ysjIcLlOUVERPvzwQ7S2tnp0n47nubGxcdB9bGlpGcJogXvuuQcnnHACamtrsW7dOsyePRs2m02ehPC8886T1/XGvo1UWlqay9sdxzl3sWY0GtHR0aEaZ1lZGQCgpKRk0OfZ0+O24/4nT57scrm74+5I49pTRqMRN998Mx544AG89tprePzxxxETE+Ny3eHGYVtbGwCgsLDQ5bqHHXaYy9sdz7G711Cr1SI0NBQdHR0oKSkBANXkbMcff/yAY/TEnXfeib///e+QJMntOn0nhXRMjrZ48WKPH+eSSy7Ba6+9NuA6jucR8M7/TCIiChxM2hIR0agaTvKqr6SkJEyYMAG7d+/GX/7yF3z11VcAIM9GftVVV6nWdyRTtFqt2w91DsoPoQkJCaivr8err76K//znP9iyZQvq6uqwfv16XHbZZfjHP/6BrVu3DmsflB/szj77bBQXF0Or1eLaa6/Feeedh8mTJ8tjycnJwf79+wf8MDhc55xzDl544YUhbRMXFzfg8vT0dLcJX4fs7OwhPWYg6unpkS/n5ub6cSS+e84HS8D0NdLY1ul0A97/YMuVHI9hMpmQmJg44LqOJIbSUPfdHxzHV4PBgKysrAHXzcvLG9J9H3/88TCZTDCbzfjLX/6CL7/8Eo8//rj8d3D//fcPb9CjZLD/LYN9QTGUWHI8VlhYmNtksMO8efM8vt/hGGlcD8X999+Pf/3rX2hpacGFF16IZcuWuVxvpHHo7m8tUP8G161bh/vuuw8AMHfuXPzxj3/EYYcdhpSUFOj1ejzwwAO4/fbbR/w//PXXX5cTtieeeCKuvfZazJ07FwkJCdBqtbjooovwxhtveOW9AhGRStlKYNWTQOUmoLUaOPcNoGCp59t//wCw/MH+txvCgb9UjdowgwGTtkRE5LGqKvf/ZDs6OgAAkyZNAqD+oLZixQqcddZZ/bZZv349AGdVndJNN92E6667Dj/88AMA4I033kBnZyd0Oh3+9Kc/qdZ1VO0YDIZBKxddufTSS+Wq2s7OTvzlL3/BY489hm3btuGxxx7DzTffrFq/sbHR7X05limTx99++y0A4LbbbsPf//73ftvU1tYOecz+YDAYYLFYcP/99+OSSy7xaBtHVVlraytsNtugiZWRxo0rEydOBOCMUVf6VtkCwIwZM+TLO3fuhF7v+7dNvnjORyKQYjshIQF1dXVYtGgRPv30U589rjtTp04FYE+6HThwwGVF6vbt2wHYq6I9MX78eAD2av/hHOsG4/iS5/vvvwcA/Otf/wJgr3hWfpnjjX1zJFXr6+tdLj948KCHezFy6enpKC4uRl5enlxVPFIRERHo7u52W5WurOxX8nVcP/jgg7juuuvw+eefY//+/S7XGW4cOp6DHTt2uFzu7jmIi4tDXV2dfDaBK44q1/z8fADAhAkT5GVffvklTj/9dI/H2ddjjz0GwH620erVq/st37hxo8vtjEYjuru7sXz5chx99NGDPo7j723mzJn47LPP+i3ftWtXv9u88T+TiAiWdiC5CJhxEfD2RUPffv4NwOzL1bf95xQgbebojC+IeO9dPBERCae6ulr+IK50zz33yJUf559/PgD7KamONgIPPPCAy/t7+eWXAbiuYrz22mvlhNXTTz+Nhx56CID99Mm+ybOLL74YGo0GXV1d+Oijj4a5d5DH/eijj8qtIH788cd+63R2duLdd9/td/tHH32E9vZ2AFC1VnCcIjlt2rQBtwl0juS444OlJy666CJoNBpIkiS3txjISOPGFcdp3ZIkubzPbdu2uUzazpw5U65udZWQ9AVfPOcjEUixfcoppwAAfvjhh1Gp+B9MeHg4ALitepszZ458rPrd737Xb7nNZsMXX3wBAJg1a5ZHj3nNNdcAAA4dOuTyWDxSjr8Pi8WCv/71r3KbgL5flHlj3xxJYUeCSamurs5tAtEbfv3rXwOwtwFoamoalft0fAn0+eefu1z+8MMPu7zd13F97bXXIjk5GZIk4ZxzznG5znDj0HGccPccPProoy5vP+qoowAAmzZtcvl6/OlPf+r3HsRoNMqtTe655x6Px+hKXV0dAGerFCVlrPflOH4///zzHj1Oc3MzANdnTTQ1NWHTpk39bvfG/0wiIkw4Fjj6TqDgV66X93QBX/4FeHQS8PdU4PmjgH0/OZeHRAJRyc6ftkNA7U5g5sW+Gb9IfN5Fl4iIAtZgE5EBkNLS0qT6+np52fr16+XJNvrOnHzPPffI2z388MOqZcoZ2z/88EOX4zn++OMlANK4cePkSUaUs5crnXXWWfJEG64mberq6pL+8Y9/qCabOffcc6XPPvus37qbN2+Wn4s//vGPLsccFRWlmgxt//79kslkkoD+M947JrmaNGmSZLFY5Ns3btwoT4Lj6nmXJPtEJkajUXrppZdc7rc77l7LgTjG4c6aNWvk12Hp0qUuJ+davny5dPXVV6tuc0xIpNFopCeffLLfNq+88oq0Zs0a+fpI48aVWbNmSYB9ZvSNGzfKt9fX18szjMPFZEV33HGHPPY77rij3/1arVbphRdekO6//36Px+KYhMvdxElKvnrOHc+ruzG5m3RruLHteA7cxedgk1I54ls5OZLFYpEiIiLk/SguLu633d69e6Xzzz9f6ujoGPG+t7W1yftXWlrqctvzzz9ffh2UE/9ZrVbpqKOOkpe5Gqs7jliOiIhwOfFQc3OzdPvtt0vLli3z+D6VCgoK5HEB7ideHO6+uXttr7nmGvl5Xrt2rXx7TU2NlJOT4/Zv1N0EZQ7DjTXHBGaJiYmqOFOO65prrpG2bt3q8n77Wr9+vbwPZ5xxhmrZ448/Li/rewweblwPxNVEZErvv/++ajx9/9YkaXhxqJzAru9kZI4JI12Nq7m5Wf6bnzx5smo/ly9fLk94OH/+fNV2jglIAUjnnntuv4kZV6xYIb322muq21w9/q233irHpvL/R1dXl7Rw4UJ5m76TGa5atUpetmDBAqmtrU21fNu2bar3K6eeeqoEQAoLC5MOHjwo397Y2ChNmDBBvq++xypv/M8kIpLdZZKk4j6TFH90vSS9cKwkla2UpPo9krTi/yTpb4mSVOf6/ZC07BZJenKm98cqICZtiYhINljSdvz48ZJGo5G0Wq2UkZEhJScnyx8GIiMjVclcB+UHGpPJJGVnZ6uSOcpZqvtSfsh19YGorzlz5sjrhoSESCkpKVJWVpYUExMjJyDOP/98ef3Q0FAJgKTX66Xk5GQpJydHngUasM+M7Sq5k5KSIun1ekmj0UipqalSWlqafP8Gg0Hatm2balwvvPCCfJ8Gg0HKzMyUEhIS5HE6koaukgqO7dwlr9zxRtJWkiTpySeflPdVo9FIsbGxUk5OjpSUlCR/cI6IiFBtY7VapcLCQvn+w8LCpKysLCkxMVHepu/+jSRuXKmpqZETHwCk5ORkKSMjQ9JqtZJGo5HGjx/vNvFzxhlnqF6/pKQkKTs7W4qLi5Ofi3nz5nk8lqEkbSXJN8/5cBOXw41tbyRtJcl+zFDGSVRUlJSVlSWlpaWpbm9sbBzxvkuSM7Gn0+mk7OxsKT8/X8rPz5eXW61WObYcx5Ts7Gz5iy4A0j333OPycd3p6OiQsrOzVa9tenq6lJmZKc8uD0C69957h3S/DspEFwDp9NNPd7necPfN3Wvb1tYmhYeHy9smJSVJiYmJ8v8cR9LKV0nbgwcPSrGxsfJ4IiIipMzMTCkjI0N1LBlKcvyGG26QtwsNDZWys7Plx585c6bbY/Bw4noggyVtJUmS8vLyVHHQ929tuHF49dVXu30OZs+e7XZcr7zyinwc1Ol0UmZmppSYmCivHx8f7/JLrd/85jfyOjqdTkpPT1c9b33jxtXjd3R09IvNzMxM+Tg0b948t+9R7r//fnk7rVYrpaamqmJIedwpKyuT79Px/iI9PV3e7+nTp7s9Vo32/0wiIlnfpG1juSTdHStJzZXq9V75lSR9fXf/7bs7JOmBLEn66XGvDlNUTNoSEZFssKTt4sWLpeXLl0vZ2dmSVquVEzVHHHGEVFtb6/Z+7733XvnDt+ODS0ZGhkfVo8oPZZ4kIJ955hkpJydH3hfHGFNTU6VLL71UVR171113SZMnT5bCwsJUHwZjYmKk3/zmN/2qYpTJneLiYqmgoEB+HJ1OJ02bNs1txd27774rpaSkqJ63uXPnSgcPHhwwqRBoSVtJslcHLVq0SPWBUKfTSVFRUdLixYtdVl1Jkj0OlM+BIxFy5JFHunzeRhI3rtTW1kqLFi2Sk5ZarVbKycmRfvrpp0ETP++//740adIkyWAwyGPX6/VSfHy8dOaZZ0rr16/3eBxDTdpK0ug95xqNxuVzPpLE5XBi21tJW0myV+VdcMEFqi9rNBqNFBYWJk2ZMqVfVfRI9r20tFR1HHD3N3T99derxqPT6aS8vDyXlf6euueee6S0tDTVa2s0GqWsrCzp+uuvH/CYPBjHF1oApJKSkgHXHeq+DfTalpWVSVOmTJGfT61WK02aNEnatm2b279RbyVtJcle5Xr99ddLiYmJquc5JCREmjBhgnTbbbf1+z8xmH//+9+qLwfDwsKkCy+8UJKkgY/BQ43rgXiStP3ll18GTNo6DCcOn3jiCSkuLk71HFx22WXyY2q1WrdjmjJlinwMB+xfGA9WZfzRRx9J+fn5qu1CQkKkKVOmSB999JFqXXfPS1VVlTR//nz5SwlHUvW1116TK6XdfbG8atUqafr06aovNAwGgzRhwgTV2T+SJEk7d+6UioqKVP+nxo0bJ33zzTeDHqtG+38mEZEkSf2Ttru+sN92X6r65544Sfrfpf233/KOfVlLjc+GLBKNJHH6SSIiIk9ceeWVePHFF5Gbm+uVSYCCiWO27bVr1454xnMiIhr7fvvb3+L5559HcnKyyz7jImhoaEBycjJOP/10/O9///P3cIiIBnd3NHDuG0DBUvv1be8B7/0GuG41oOkzTZaxt5et0qu/AkJMwHlv+Ga8guFEZERERORzjomNfv/73/t5JERE5Cs///wztmzZ0u/2p59+Gi+88AIA9USeoomLi0NhYSHef/99fw+FiGh4UqYBkhVoqwXic9U/fRO2jWX2CcpmcAKy4dIPvgoRERHR6EhOTkZoaCgaGxsB2GepJyKi4PDiiy/ixRdfRFhYGKKjo6HVatHQ0IDOzk4AwIQJE/DQQw/5eZSj78wzz8SqVaug0+lw8OBBaLWsnSKiANbVCjTsdV5v2g9UbQHCYoGEPGDKOcAHVwHH/R1InQq01QP7fgCSi4D8453bbXwdiEoBJhzr810QBZO2RERE5DMajQbl5eUAgMTERLz88st+HhEREfnKGWecgZ9++gn79u2TWyBoNBrExcXhggsuwD//+U8/j9A7YmNjUVNTA0mSYDQa5bNNiIgCUuVG4NWlzutf3m7/Pe0C4PSngdOeAn58BPjqL4C5CgiPBzJmA/knOLex2YBNbwLTLwC0Ot+OXyDsaUtEREREREREREQUQHheBhEREREREREREVEAYdKWiIiIiIiIiIiIKIAwaUtEREREREREREQUQJi0JSIiIiIiIiIiIgogTNoSCaahocHfQyDyKsY4iYhxTaJjjJPoGOMUTBjvRL7BpC2RYPbs2ePvIRB5FWOcRMS4JtExxkl0jHEKJox3It9g0pZIMCaTyd9DIPIqxjiJiHFNomOMk+gY4xRMGO9EvsGkLZFg4uLi/D0EIq9ijJOIGNckOsY4iY4xTsGE8U7kG0zaEgmmrKzM30Mg8irGOImIcU2iY4yT6BjjFEwY70S+waQtkWBiY2P9PQQir2KMk4gY1yQ6xjiJjjFOwYTxTuQbTNoSCSYyMtLfQyDyKsY4iYhxTaJjjJPoGOMUTBjvRL7BpC2RYCoqKvw9BCKvYoyTiBjXJDrGOImOMU7BhPFOPvXTo8BzS4D704GHc4H/XgDU7R58u+0fAP+cDdybBDx1OFDylXq5JAHf/R34Rz5wXzLw6ilA/R6v7MJwMWlLJJiEhAR/D4HIqxjjJCLGNYmOMU6iY4xTMGG8k0+VrQTm/Aa48hvgkg8BmwV47XSgu839NuWrgXevAGZeDFz9EzDpZOCtC4CaYuc6K58AVj8LLH0cuPJbwBhhv19Lp7f3yGNM2hIJxmg0+nsIRF7FGCcRMa5JdIxxEh1jnIIJ45186uL3gRkXAkkFQMoU4LSngeYKoHKT+21WPw3kHQMs+B2QOBE46g4gdRqw5jn7ckkCfnkaOOIWe0I3pQg4/RmgpRrY+alPdssTTNoSCaaystLfQyDyKsY4iYhxTaJjjJPoGOMUTBjvNBrMZrPqp6ury7MNO5vtv8MGmBCvYi0wfon6tryjgQNr7Zcby4DWGvU6odFAxmznOgFA7+8BkN369euRmJgIAKipqUFaWhq6u7tRV1eHzMxMtLa2orGxETk5OWhoaIDZbEZubi6qq6vR1taG/Px8lJeXo7OzEwUFBSgtLYXFYkFRURGKi4ths9kwbdo0bN68GQBcXtZqtSgsLMS2bdtgMBiQl5eHHTt2IDQ0FFlZWSgpKUFERARSUlKwZ88emEwmxMXFoaysDLGxsYiMjERFRQUSEhJgNBpRWVmJ5ORk7pOP98lsNqO4uFiofRLxdeI+DX+furu7sXbtWqH2ScTXifs0tH0ymUxYu3atUPsk4uvEfRr+PoWGhmLXrl1C7ZOIrxP3afj71N7ejtbWVqH2ScTXifs0evvU0NAg3D6J+DoF2j5FRUXJ+5Camor29nY43HXXXbj77rsxIJsN+OLPQOZhQHKh+/Vaa4DIJPVtEYn22wGg9ZD990DrBACNJEmSvwdBRKOnvLwcWVlZ/h4GkdcwxklEjGsSHWOcRMcYp2DCeKfRYDabVddDQkIQEhIy8Eaf/h7Y/Q1w+RdAdLr79f6WYG93MOUs521rngeWPwT8sdTe8/al44A/7AKiUpzr/O9SQKMBzn5l6DvkBWyPQCSYmprA+VaIyBsY4yQixjWJjjFOomOMUzBhvNNoMJlMqp9BE7bLbgFKvgQu+2TghC0ARCY7q2kd2mrttwPOCtuB1gkATNoSCSYtLc3fQyDyKsY4iYhxTaJjjJPoGOMUTBjv5FOSZE/Y7vwUuPQTIDZn8G0y5wD7lqtv2/M9kDHHfjk2x56cVa7TaQYOrHOuEwCYtCUSTHd3t7+HQORVjHESEeOaRMcYJ9ExximYMN7Jp5b9AdjyP+DMFwBjJNBSY/+xdDjXef8q4Ju7ndfnXQOUfgOs+idQWwJ8/wBQuRGY+1v7co0GOOwa4MdHgJ2fATXbgQ+utrdKmLTUp7s3ECZtiQRTV1fn7yEQeRVjnETEuCbRMcZJdIxxCiaMd/KpdS8CXc3AKycDj+Y7f7a971yn+YA9keuQNc+e5F3/CvDMAqD4I+C8N9WTly24CZh7FfDJ74DnjgS6W4GL3gcMob7as0FxIjIiwVRXVyMlJWXwFYnGKMY4iYhxTaJjjJPoGOMUTBjvRL7BSlsiwbS2tvp7CERexRgnETGuSXSMcRIdY5yCCeOdyDeYtCUSTGNjo7+HQORVjHESEeOaRMcYJ9ExximYMN6JfINJWyLB5OTk+HsIRF7FGCcRMa5JdIxxEh1jnIIJ453IN5i0JRJMQ0ODv4dA5FWMcRIR45pExxgn0THGKZgw3ol8g0lbIsGYzWZ/D4HIqxjjJCLGNYmOMU6iY4xTMGG8E/kGk7ZEgsnNzfX3EIi8ijFOImJck+gY4yQ6xjgFE8Y7kW8waUskmOrqan8PgcirGOMkIsY1iY4xTqJjjFMwYbwT+QaTtkSCaWtr8/cQiLyKMU4iYlyT6BjjJDrGOI1FkiTh3k+Lceq/V2JHlectDxjvRL7BpC2RYPLz8/09BCKvYoyTiBjXJDrGOImOMU5j0fZKM15csQ+bK5rw8sp9Hm/HeCfyDSZtiQRTXl7u7yEQeRVjnETEuCbRMcZJdIxxGot+2VsvXz7Q2OHxdox3It9g0pZIMJ2dnf4egmu7Prf/EI1QwMY40Qgwrkl0jHESHWOcxqLV+xrky9XNnscw453IN5i0JRJMQUGBv4dA5FWMcRIR45pExxgn0THGaayx2SSsLVMkbc2dkCTJo20Z70S+waQtkWBKS0v9PQQir2KMk4gY1yQ6xjiJjjFOY03JoRY0tVvk6+3dVrR09Xi0LeOdyDeYtCUSjMViGXwlojGMMU4iYlyT6BjjJDrGOI01axStERxqPGyRwHgn8g0mbYkEU1RU5O8hEHkVY5xExLgm0THGSXSMcRprVu/tn7St8jBpy3gn8g0mbYkEU1xc7O8hiMkxkRonU/M7xjiJiHFNomOMk+gY4zSWSJKkmoTModrsWdKW8U7kG0zaEgnGZrP5ewhEXsUYJxExrkl0jHESHWOcxpK9dW2oa+0CAITonWkhT9sjMN6JfINJWyLBTJs2zd9DIPIqxjiJiHFNomOMk+gY4xTIeqw2XPfmBpzwxI/4saRW1c/26IIk+bKnlbaMdyLfYNKWSDCbN2/29xCIvIoxTiJiXJPoGOMkOsY4BbJvdhzCsi1V2FndgsteXoOnf9gjLztlWrp8udrDSlvGO5FvMGlLRERERERERCSoL7dXy5dtElDe0A4ACDPosGRiInRaDQDPK22JyDeYtCUSDE9VIdExxklEjGsSHWOcRMcYp0DV3WPDNztqAAAGnUa1bGZ2DEINOiRHhQAAatgegSigMGlLJBieqkKiY4yTiBjXJDrGOImOMU6BauWeOrR09gAAlk5Nw78vmIkwgw4AcNp0e2uE5OhQAEBdaze6ewafZIzxTuQben8PgIiIiIiIiIiIRt8XW52tEY6fnIITilJw2Pg4VDV3YnKaCQCQYgqV16kxdyIzLtzn4ySi/lhpSyQYnqpComOMk4gY1yQ6xjiJjjFOgajHasPXva0Rwgw6LM5PBADER4agKD0aGo29XUJyn6TtYBjvRL7BpC2RYHiqComOMU4iYlyT6BjjJDrGOAWiNWUNaGjrBgAcOSkRYUady/VSo51JW08mI2O8E/kGk7ZEgtFq+WdNYmOMk4gY1yQ6xjiJjjFOgeiLbc7WCCcUpbpdL0WZtG0ePGk7lHivbenC22vLcajFs0nOiMiJPW2JBFNYWOjvIRB5FWOcRMS4JtExxkl0jHHyNptNwgsr9kKSgCsXjYdOqxl0fUfS1qjT4siJiW7XVbZH8CRpO5R4v/aN9Vhb1oi5OXH439WHe7wdEbHSlkg427Zt8/cQiLyKMU4iYlyT6BjjJDrGOHnbW2srcP9nO/HA5zvxw65Dg66/saIJh1q6AACLJiQgKtTgdl3lRGSetEfwNN5317RgbVkjAGB7ZbNH2xCRE5O2RIIxGNz/MyYSAWOcRMS4JtExxkl0jHHyJkmS8J+fy+TrJTWtg27zxbYq+fIJRSkDrqtsj+DJRGSexvuHmw7Kl9u6rejusXm0HRHZMWlLJJi8vDx/D4HIqxjjJCLGNYmOMU6iY4yTN22saMLO6hb5enVzx4DrS5KEz3tbI+i0GhxbmDzg+qEGHWLC7YlYTyptPYl3SZLw0aZK1W1NHd2DbkdETkzaEglmx44d/h4CkVcxxklEjGsSHWOcRMcYJ29645dy1fXBEqvbK8040GhP7B4+Ph4x4cZBH8PRIqGmuQuSJA24rifxvqG8UR6DQ1O7ZdDtiMiJSVsiwYSGhg6+EtEYxhgnETGuSXSMcRIdY5y8pbndgk+3qCtWB5sszDEBGTB4awQHx2Rk3VYbGtoGroj1JN4/3FjZ7zYmbYmGhklbIsFkZWX5ewhEXsUYJxExrkl0jHESHWOcvOW9DQfQ1acXbNUgSdvPe/vZajTAcZMHbo3gMJTJyAaLd4vVhmVbq/rd3tTO9ghEQ8GkLZFgSkpK/D0EIq9ijJOIGNckOsY4iY4xTt4gSRLeXONsjRAfYW9zUNvaBYvV9aReu2tasKe2DQAwJzsOSVGeVYEPZTKyweL9p921crWuUedMO7HSlmhomLQlEkxERIS/h0DkVYxxEhHjmkTHGCfRMcbJG9aWNaL0UCsAYG5OHGZlxwIAJAmobelyuY2yNcLxHrZGANRJ2+pm1/ftMFi8KycgWzotVb7MiciIhoZJWyLBpKR4/o+ZaCxijJOIGNckOsY4iY4xTt7wxur98uUL5mUhNXrwFgafD6OfLaBuj3CgsX3gdQeJ95Wl9QAAU6gep0xLk29vZKUt0ZAwaUskmD179vh7CERexRgnETGuSXSMcRIdY5xGW0NbNz7fak/AxoYbcEJRCpJV1bD9k7bl9e0orjIDAKZlRCM9Jszjx0tWJG2f+mEPjnlsOe79tBh1rf2rbgeKd5tNQkObfZuchAgkRoXIy9gegWho9P4eABGNLpPJ5O8hEHkVY5xExLgm0THGSXSMcRpt766vQHdv39qzZmUg1KBTV9q6SNo6JiADgBOKUvstH8j4xAjEhhvkatjSQ60oPdSK6uZO/PvCmap1B4r35g4LbJL9cmy4ETHhRsUytkcgGgpW2hIJJi4uzt9DIPIqxjiJiHFNomOMk+gY4zSabDYJ/11TIV8/f24WAHU1rKv2CF9sH15rBAAINejw8fULcePREzArOxY6rUa+z74Tkw0U7w3tzsRsfIQRseEG+XpjGyttiYaCSVsiwZSVlfl7CERexRgnETGuSXSMcRIdY5xG089767Gvrg0AMD83HuMTIwEAqdHOdgd9K22rmjuwsbwJADApJQrjEoY+OV5mXDhuPjYf710zH9ctyQUAWG0S3l5boVpvoHhvbHMmbWMjjAgz6GDU2VNPTR1M2hINBZO2RIKJjY319xCIvIoxTiJiXJPoGOMkOsY4jaY3V5fLly+cly1fVk4W1jdp++UwJyBz59KEnThGtx5Ha9fjv2vK0dPbqgEYON4bFEnbuAgjNBoNonurbZva2R6BaCiYtCUSTGRkpL+HMDS7Prf/EHlozMU4kQcY1yQ6xjiJjjFOo+VQSye+7G1zkBBpxLGFyfKyMKMO0WH2BGjf9gifj3LSNj7CiGkZMQCAquZOfL+rVl42ULw3KhKzsb39bGPlpC0rbYmGgklbIsFUVFQMvhLRGMYYJxExrkl0jHESHWOcRsunm6vQ0zuT1zmzM2HUq9M2jmrbanMnJMm+Xl1rF9aWNQAAxiVEYGJy1KiMZXF+onz5jdX75csDxXu9qtLWnqyNCbMnbzssVnRarKMyNqJgwKQtkWASEhL8PQQir2KMk4gY1yQ6xjiJjjFOo2XNvgb58q+mpfVbnhJtT9p299jQ2Fu5+nVxDXrzvDihKAUajWZUxjI5LRrxESEAgOUltahoaAcwcLw3qpK29m1jFJORNbOvLZHHmLQlEozRaPT3EIi8ijFOImJck+gY4yQ6xjiNBkmSsL68EQAQFaJHvouKWWVf26rmDgDq1ggnjkJrBAedViNX20oS8N819l67A8V7Q5szKStX2iqStmyRQOQ5Jm2JBFNZWenvIRB5FWOcRMS4JtExxkl0jHEaDQcaO1Db0gUAmJEdC522f8Wso9IWAGrMnWhut2BVaR0AID0mDFPSo0d1TAsmxEPfO47/ratAd49twHh31dM2JtzocjkRDYxJWyLBJCcnD74S0RjGGCcRMa5JdIxxEh1jnEbDuv3O1gizsmJdrqNM2lY1d+LbnTVyD9zjJ49eawSHmDAjjp9sr96ta+3GV8XVA8Z7Q297BI0G8qRprLQlGh4mbYmIiIiIiIiI/Gz9/kb58qxsN0lbRXuEmuZOdWuEKaPXGkHpwnlZ8uU3fikfcF1HJW10mAF6nT3l5JiIDACaWGlL5DEmbYkEU1NT4+8hEHkVY5xExLgm0THGSXSMcRoN68rsSVutBpieFeNyHWWl7Z7aNvxYUgsASIwKcVudO1KH58ZjfEIEAODnvfXYsPug23UbWu1J2ThFS4RYZaUtJyIj8hiTtkSCSUvrP8MokUgY4yQixjWJjjFOomOM00i1dFqwq6YFADApxYTIEL3L9ZSVtl8X16CrxwYAOK4wGVoXPXBHg0ajwQWKatufa3Uu1+vusaGlqwcAEBfhTNpGsz0C0bAwaUskmO5unm5CYmOMk4gY1yQ6xjiJjjFOI7WpogmSvTUtZue4r5iNCTcgRG9P5XRbbfLtJxalenV8Z83KgLH3cT/bUY9Oi7XfOsrWB7GKpC3bIxAND5O2RIKpq6vz9xCIvIoxTiJiXJPoGOMkOsY4jZSjNQLgvp8tYK96VbZIAOyJ3Hnj47w2NvtjGLF0qj0x3NJlw6dbqvqt06BIyKraI0Sw0pZoOJi0JRJMZmamv4dA5FWMcRIR45pExxgn0THGaaQ2lDuTtjMH6U2rbJEAAMcWJMOg835658J52fLlN1bv77e8oW3wSttGVtoSeYxJWyLBtLa2+nsIRF7FGCcRMa5JdIxxEh1jnEbCapOwsbwJAJBsCkFGbNiA6/ettD2hKMVbQ1OZmRWDSSlRAICN5U3YXtmsWt7Y5qyijVNU14YZdXJLh2ZOREbkMSZtiQTT2Ng4+EpEYxhjnETEuCbRMcZJdIxxGold1S1o7Z3Aa1Z2LDSagScUUyZtI0P0WDghwavjc9BoNLjwMGe17Zury1XLG9q65MtxESGqZTG9k5GxPQKR51xPR+hHq/fW47kf92LrwWYcaunCsxfPwvGTnd8aPf51CT7ZUomqpk4YdBpMyYjGLcdNxAzF6QMLHvwOB5s6VPd76wkTce2SPPn6jioz/vrRNmw+0Iz4CCMunZ+DqxfnqrZZtqUKj369CwcaOzAuPgK3nTgJR05KkpdLkoTHvy7Bf9dWwNxhweycWNx32hSMS4gY7aeFyGM5OTn+HgKRVzHGSUSMaxIdY5xExxinkVg/hNYIgLo9wlGTkhCi13llXK6cNj0N9y8rRofFhg83HsSfTypAZIg9tdTgptIWsLdIqDF3+a09QkunBVqNBhEhAZcGI3Ir4Cpt2y1WFKSa8LdTi1wuH58Ygb+dUoQvbzoC714zHxkx4bjkxTWob+1SrXfzsflY85ej5Z/L5ufIy1o6Lbj4xTVIjwnDpzcsxJ9PKsAT35SoviVav78BN761EefOzsRnNy7EcZOT8dvX1mFXdYu8zjPL9+LlVWX4+2lF+PC6BQgz6HHJS6tdzqJI5CsNDQ3+HgKRVzHGSUSMaxIdY5xExxinkdiw35m0nZ0z+IRic8c51zl3jm/7KUeFGnDkuEgAQFu3FR9tOigvUyZkYxUTkQHOStuuHptPcyZ1rV348/tbMe2er7D4ke/7tXQgCmQBl7Q9cmISbjl+otueLKdOT8fCCQnIig9HfnIU7lhagJauHuxUJFMBICJEj6SoUPkn3Oj8NuXDTZWwWG14+KxpyE+OwinT0nDZ/HF4YcVeeZ2XVpZhcX4irlqci7ykKPzhuImYnBaNV38uA2Cvsn1p5T7ccFQejpucgoJUEx47dxpqzF34qrhm9J8YIg+ZzWZ/D4HIqxjjJCLGNYmOMU6iY4zTSKzbb0/6h+i1KEw1Dbr+5LRofHz9Arx/7XwsyPNNawSlJZnOyt7XfymHJEkA1BORxUW4TtoCvpmMrKvHimeW78GSR37Af9eUwyYBda3duPyVtajsc2Y2UaAKuKTtUHT32PDfNeWICtWjoM+B7ekf9mD6377CSf/3E55dvgc9Vpu8bOP+RswdFwej3rn7R+QnYG9tG5p7+6ts3N/Y7+B3RH6i/A1YRUMHalu6VOuYQg2Ynhmj+paMyNdyc3MHX4loDGOMk4gY1yQ6xjiJjjFOw3XI3ImKBnsScVpGjCpPMZCpGTEetVLwhmNmTcL0zBgA9taTmyqaAPSptO2btA1zXvdmX1tJkvDZ1ioc89hyPPj5TrlXsEONuQuXvbyGE6LRmDAmm3l8u6MGN/x3IzosViRFheD1K+apvsX59YIcTE6LRky4Aev3N+LhL3biUEsX7lxaCACobe1CRmy46j4TI0N6l3UiOtyA2tYuJEQa+6xjRF1vG4ba1k7Vdsr7qe3TqkGpq6sLXV3O5SbT4N+iEQ1FdXU14uIGP6WGaKxijJOIGNckOsY4iY4xTsO1XlH0NSvHP0nYoaqursaF87LkZO0bq8sxIysW9a32pK1Bp0FUn96xMYoet95K2m490Ix7Py3GmjJnuxKtxt5C4rL543DVa+tQVt+OkppWXP3aerx+5TzotANP+kbkT2MyaXt4bjw+u3ERGtq78daaclz35gZ8eN0CJPQmUK9cNF5etyDVBKNOi9s/2IpbT5jo0wbdrjzwwAO45557AAAJCQmora0FAGzcuBHx8fEAgJqaGqSlpaG7uxt1dXXIzMxEa2srGhsbkZOTg4aGBpjNZuTm5qK6uhptbW3Iz89HeXk5Ojs7UVBQgNLSUlgsFhQVFaG4uBg2mw3Tpk3D5s2bAcDlZa1Wi8LCQmzbtg0GgwF5eXnYsWMHQkNDkZWVhZKSEkRERCAlJQV79uyByWRCXFwcysrKEBsbi8jISFRUVCAhIQFGoxGVlZVITk7mPvl4n/bs2QMAAbdPZbt3AwByxh2t2qey3buh1WiQntUR0K9T+IHdyM7ORkV5ORrNaxl7ftyn8vJy4fZJxNeJ+zS0fWpra8PatWuF2icRXyfu0/D3qb29Hbt27RJqn0R8nbhPw9+n2tpaZGVlCbVPIr5OgbhPn68rgUO0pR5r1wbGZw1dTQ3MZjMSExJQX1qq2qc9e/Zg/tzDEGbQoMMi4YedNdiyZQtqmloBAJEGDdatW6d6naKMzoK1OnM71q7dO2r7ZDVG4T+bmvD5jnpIcJqVEYHr56ci0mpGpNWM+45NwzXv70FLt4Sf99bjpWUrcdphE4M29vyxT1FRUfI+0OA0kqP5SADKuW0Znr14Fo6f7Lq/rcOSR77H2bMzcd2ReS6Xl9S04LjHf8S3f1iM3MRI3Pz2JrR09eD5S2bL66zaU4cLnl+NzX89DtHhBsx/4FtcsWg8rlg4Tl7nsa9L8NX2anxx0xEor2/HEY98j2U3LsTktGh5nXOe/RmFqSbcfcpkl2NhpS15W3NzM6Kjowdf0dd2fW7/PfFEz24PNI5xAoE/VsEFbIwTjQDjmkTHGCfRMcZpuE5/aiU2ljcBADbceWy/XrB+M8DnH0e8X/ziavy0uw4AsOJPR+LoR5ejq8eGSSlR+OKmI1TbvLWmHLe9vxUA8MAZU3D+3KxRGebasgZc+tIatHc7JzcblxCB208qwDEFSdBo1JW0ynH8dWkhLlfkfIgCzZjuaetgk+z9bd0prjRDqwESIuyVuDOyY7FmXwMsij63K3bXYXxiBKJ7m2PPyI7FqtI61f2s2F2Lmdn20xUy48KQGBWCVaX18vKWTgs2VTTJ67gSEhICk8kk/xCNtvLycn8PgcirGOMkIsY1iY4xTqJjjNNwdFqs2HawGQAwPjEicBK2g3DE+4zevrYAsKq0Hl29eZnY8P774a2JyP67plxO2JpC9bhzaSG+vOkIHFuY3C9hCwDZ8RHy5apmTkg2JpStBN48F/jHRODuaGDHpwOv/8E19vX6/vx7nnOd7x/ov/yfs93fp58EXHuEtq4elNW3ydcrGtqxvbIZMeFGxIYb8K/vSnFMYTKSokLQ2GbBf34uQ7W5EydPTQVg7wezqaIJh4+PR2SIHhvKG3Hvp8U4bUa6nJA9dXoa/u+b3fjTu1tw9ZJc7Kpuwcsry+SetwBw+YIcnPvsL3j+x704clISPtlcia0Hm/HAGVMBABqNBpcvGId/frcbOQkRyIwLw6NflSDZFILjClnqTf7T2dnp7yEQeRVjnETEuCbRMcZJdIxxGo6tB5thsdpPfp7lp0nFhsMR7zMUBWvf7KiRL7tKPkcrJiJrHsWetqWH7C0ZtBrgu1uWyG0z3UmLCZUvVzbz73ZMsLQDyUXAjIuAty8afP0THwSOudt53dYDPLMAKDxNvV5iAXDJR87r2oBLkQZe0nbLgWac//wv8vX7lu0AAJw5MwN/P70Ie2pb8d7rB9DYZkFMuAFTM2LwzlWHIz85CgAQotfik82VeOKbEnT32JAZF47LF47DlYucJe+mUANeu2Iu/vrRNiz95wrEhRtx49ETcME8Z3n+rOw4/N95M/DoV7vwyJe7kJMQjucuno2JKVHyOlcvHo+O7h78+f2tMHdaMCcnFq/+ei5CDf7tm0vBraCgwN9DIPIqxjiJiHFNomOMk+gY4zQcyknIZo+RScgAZ7wrK21XKM5UjlVMOubqNneVttXNnfjfugqs2deAE6ek4MJ52QOOQ5IkOWmbGRc+aMIWAFKiFUnbJlbajgkTjrX/eCo02v7jsONToKMJmHGhej2tHogK7KLLgEvaHp4bj7IHT3a7/NmLBy5XLkqPxofXLRj0cQpSTXjn6vkDrnPy1FS5gtcVjUaDm4+biJuPmzjo4xH5SmlpKaZPn+7vYRB5DWOcRMS4JtExxkl0jHEajnVlzqTtrAHaLAYaR7zHhBsxPjECe2vbVD1l4yL6J09jFJW2TYpK2x6rDctLavHfNeX4buch2HpnXVq5pw5HTkxCWkwYAPtZ2W+vrcD0rBjM7K1KrmzulB93QlKkR2MP0euQEGlEXWs3qppYaetPZrNZdT0kJAQhIYMn3ods42vA+CVATJ8+yg177C0X9CFA5lzg6LuAmMzRf/wRCLikbbBav349EhMTAYzdWQBFnNlwLO5TRUUFjEZj4O1TWYt9P8Z1q/eprAVarQaFWR2B/TrVtKAoLRzF1R2wmQNjRtdAiz1f7tPatWuF2ycRXyfuk+f71NbWhrVr1wq1TyK+Ttyn4e9Te3s7du3aJdQ+ifg6cZ+Gv0+1tbXC7ZOIr1Mg7VNHRwd2H6zHkoR2mIwapEbosH79+sDZp7pO1LVakBkbgtbSUtU+VVRUICsrC9XV1Tg5pR3/be7BpKhuROhsWN0YhrjOSqxd26x6nSYWFuH4JHtVbEtHNL5f8TN2Vbfgzd0aFIQ0AJIG4dowLIhvR5dNi03NIfjyh5WYnZuMrKwsvPTZKqwub8NrP4Tg3qMSkRgfi7IW4PikVlR36VEQY8PatWs9ep2mxgP1uk6khraiqroG5uamoIo9f+5TVFSUvA+pqalob2+Hw1133YW7774bo8pcBez+GjjzBfXtGbOB054C4icArdXADw8BL58IXPszEBLl+r78QCNJkuTvQRDR6Ono6EBYWJi/h9GfY/bRPjOPur090Awweyr5VsDGONEIMK5JdIxxEh1jnIZqX10bjvzHDwCAoyYl4aXL5vh3QH0N8PlHGe9vrN6Pv3ywTbX8/86bjlOnp/e7y0l3fo5Oiw0GnQY9Ngl9s1Gp0aE4fnIKXllVBgCYmRWD969dgJZOC+b+/Vt0WOxVtS//eg6OnJiEF37aK7fU/MfZ03DWrAyPdu2q19bhy+32Hrwr/nQkMmLDPdqORtewKm3vjgbOfQMoWOrZg/z0KLDqX8AfdgH6ASb662gCnpgCHP93YOYlnt23D2j9PQAiGl3FxcX+HgKRVzHGSUSMaxIdY5xExxinoVpX1iBfHkutEQB1vM90MYGaq4nIAGeLBIvVmbDVaoBjCpLx4qWz8dOtR+LuUyYjP9ne6mBDeRMqmzrwyeYqOWELAJvKmwA4JyEDgDwP2yMAQGq08wuWKk5G5jcmk0n1M+qtESQJ2Pg6MO28gRO2ABAWA8TnAg17R3cMI8T2CESCsdls/h4CkVcxxklEjGsSHWOcRMcYp6HaUO7sZ+sq8RnIlPGenxyFCKMObYqetrHhrhNkE5IjUW22J0nTY8Jw3pxMnD07UzU5GACcNCUVJTW7AQCfb6vGx5sOqpZvqmgCAOweZtI2LYaTkQWFshX2JOyMiwdft6sVaNgHTD3P++MaAiZtiQQzbdo0fw+ByKsY4yQixjWJjjFOomOM01Ct329P2uq0GkzPjPHvYIZIGe86rQbTMmOwak+9fFt8pOuk7cNnTcX7Gw5icpoJiyYkQqfVuFzv5CmpeOIbe9L2xZ/2orJPNezmA02QJEmutE2LDkVkiOfpLcfkZgArbceErlZ1BWzTfqBqCxAWa5847Ju77b1rz3hWvd3G14D02UByYf/7/PIv9rYf0ZlASzXww/2AVgdMOcuruzJUbI9AJBhHo3AiUTHGSUSMaxIdY5xExxinoWhut6Ckxp5wnJxmQphR5+cRDU3feJ+RFaO67q7SNjU6DNcdmYclE5PcJmwBYEJylNwiQZmwNersKaymdgvW7W9Ec4cFAJA7hCpbxzgcWGk7BlRuBJ5dZP8BgC9vt1/+/n779ZYaoPmAepvOZqD4Y2CmmypbcyXw7hXAv2YD71wGhMUBV34DRCR4bTeGg5W2REREREREREQ+sqFi7LZGcEW5D+FGHUINI09CK1skAECIXouLD8vGCyv2AQDeXedM0k1IihrSfavbI7DSNuCNWwTc3ex++elP978tNBq4o9r9Nme/PPJx+QArbYkEw1OzSHSMcRIR45pExxgn0THGaSjWlzmTtrNzxl7Stm+8z1Akbd1V2Q7VyVNSVddPLErBEfmJ8vVPt1TKl4fSzxYAkqJC5UrfqmZW2lLgYtKWSDA8NYtExxgnETGuSXSMcRIdY5yGwtHPFgBmZY+9pG3feI+LMGJ+bjwAYN74uFF5jAnJUZigSMaeOycL0xS9f5UTn01IHlrSVqfVIMVkr7ZlewQKZEzaEhERERERERH5QI/Vhk0VTQDsE2gp+6uOZc9dMhv//c1heOjMqaN2n38+aRKiQvT41bQ0zBsXh+gwA8YnRvRbLy9xaElbAEiNtidtG9st6FAkgIkCCXvaEgmGp2ZRIPt2Rw3++tF2dPXYEB2mR2y4EefMycQ5szM9vg/GOImIcU2iY4yT6BjjNBBJkgAAGo0GO6pa0GGxJwln5YxOVaqvuYr3yBA9Du+tth0tR01KxtZ7jlfdNj0jBntr2+TrCZFGxEYMvSVDakwY0FvxXNXcgfHDSPwSeRsrbYkEw1OzKJA99nUJDjZ1oK61C3tq27BufyP+9N4W7KtrG3zjXoxxEhHjmkTHGCfRMcbJnfX7GzHrvm9wyUtr0N7dg/X7G+Rls7Ji/DewEfBnvE/v85wNtZ+tAycjo7GASVsiwWi1/LOmwNTRbcXO6hYAgEGnQVjvrLKSBDz3416P74cxTiJiXJPoGOMkOsY4ufPyyn1oaOvGT7vrcP9nO7C+vEleNnuMVtr6M96nK/raAiNI2iraUlRyMjIKUPzPQiSYwsJCfw+ByKXtlc2w2uynhp0xIwO/3H40IkPsXXre23AAh1o8+4abMU4iYlyT6BjjJDrGOLmzu6ZVvvz6L+X4prgGABBm0GFSSpS/hjUi/oz3SSkmGPXOVNaEpOE9h46etgBQxUpbClBM2hIJZtu2bf4eApFLjgkXAGBqZjSiwwy4cF4WAKC7x4aXV5Z5dD+McRIR45pExxgn0THGyRWL1Ya9da2q2xz9bKdnxkCvG5spGX/Gu1GvxeQ0k3x9+O0RnJW2Vay0pQA1No8QROSWwWDw9xCIXNpyoFm+PC0jBgBw+cJxMPa+WX395/0wd1oGvR/GOImIcU2iY4yT6Bjj5Mr++nZYrJLLZbNzYn08mtHj73g/tjAZAGAK1aMoPXpY96FM2h5sYtKWAhOTtkSCycvL8/cQiFzafKAJABCi12Ji76lgyaZQnDEzHQDQ0tWDN1eXD3o/jHESEeOaRMcYJ9ExxsmV3TUt8uUL5mUhJtyZ7JyZPXaTtv6O9ysXjsczF83E+9cuQHTY8BLIseEGhPS2WahqZnsECkxM2hIJZseOHf4eAlE/jW3d2F/fDgAoSo+GQXEq2G+PGA+Nxn75pRX70NVjHfC+GOMkIsY1iY4xTqJjjJMruw85WyMszEvA4+dOR1SoHjOzYrAgN8GPIxsZf8e7Ua/FCUWpw26NAAAajUautq1q6oAkua6IJvInJm2JBBMaGjr4SkQ+5qiyBYCpGepTmMYnRuL4whQAwKGWLnyw4eCA98UYJxExrkl0jHESHWOcXClRVNpOSIrEkROTsOHOY/H+tQtUk2mNNaLEe1qMfT/auq0wd/T4eTRE/Y3dowQRuZSVleXvIRD1o+xnOz0zpt/yq5fkypef/XEvrDb333QzxklEjGsSHWOcRMcYJ1dKeytt9VoNchIiAEB1xtlYJUq8p0Y7+9pWcjIyCkBj/2hBRColJSX+HgJRP5srmuTLjknIlKZnxuDw8fEAgH11bfhqe7Xb+2KMk4gY1yQ6xjiJjjFOffVYbdhb2wYAGJcQIUSy1kGUeE+LdlYMV3IyMgpA4hw1iAgAEBER4e8hEKlIkiS3R4gOMyA7Ptzlespq22eW73HbV4oxTiJiXJPoGOMkOsY49bW/oR3dVhsAID85ys+jGV2ixHtWvHM/SmpaB1iTyD+YtCUSTEpKir+HQKRS2dyJutZuAPZ+thrHrGN9HDEhAYWpJgDA5gPN+Hlvvcv1GOMkIsY1iY4xTqJjjFNfuxX9bEcyYVYgEiXep2c659rYUN7ox5EQucakLZFg9uzZ4+8hEKkoWyO46mfroNFoVNW2T//gOpYZ4yQixjWJjjFOomOMU1+7FZWbolXaihLv4xMiYQrVAwA2lje6PdOPyF+YtCUSjMlk8vcQiFQG62erdFJRCjLj7BMC/LS7DtsONvdbhzFOImJck+gY4yQ6xjj1VXLImbSdkCxWpa0o8a7VajAjKxYAUNfajYoG9rWlwMKkLZFg4uLi/D0EIllXjxXf7jwkX5+qOAXJFb1Oi98e4ay2ffbHvf3WYYyTiBjXJDrGOImOMU59Odoj6LUa5MSL0QPWQaR4n5EVI1/eWMEWCRRYmLQlEkxZWZm/h0Ake/SrEpT2VhlMSY9GUlToIFsAZ8/KQEKkEQCwbEsl9te3qZYzxklEjGsSHWOcRMcYJ6Ueqw17a+3vYXMSImDUi5V6ESneZ/ZW2gLAhv1M2lJgEevIQUSIjY0dfCUiH1ixuw7P9VbKGnVaPHjmFI+2CzXocNn8HACATQKe/0ldbcsYJxExrkl0jHESHWOclMob2tFttQEA8gVrjQCIFe/Ts2LgmCd5Q3mTX8dC1BeTtkSCiYwU700BjT2Nbd34wzub5Ou3njARk9MGbo2gdPFhOYgw6gAA76w7gLrWLnkZY5xExLgm0THGSXSMcVIqUUxClpck1iRkgFjxbgo1YEKSfX92VJnR0W3184iInJi0JRJMRUWFv4dAQU6SJNz2/hbUmO2J1oV5Cbh8wbgh3Ud0uAEXzMsCAHT12PDKyjJ5GWOcRMS4JtExxkl0jHFSKj3UIl8WsdJWtHh3tEjosUnYcqDJv4MhUmDSlkgwCQkJ/h4CBbn/ravAl9trAAAx4QY8es40aLWaId/PFQvHw6Czb/efn8vQ2tUDgDFOYmJck+gY4yQ6xjgpOeZ0AIC8JPGStqLFu3oysia/jYOoLyZtiQRjNBr9PQQKYntrW3H3x8Xy9QfPmIpk0+CTj7mSEh2K06anAwDMnT347+pyAIxxEhPjmkTHGCfRMcZJqaKxQ76cEx/hx5F4h2jxzsnIKFAxaUskmMrKSn8PgYKUxWrDTW9vQofF3gfq/LmZOKEoZUT3edXi8fLEAC+u2IfuHhtjnITEuCbRMcZJdIxxUjrQ2A4ASIgMQahB5+fRjD7R4j03MRKmUD0A+2RkkiT5eUREdkzaEgkmOTl55Hey63P7D9EQPP51CbYcaAYAjE+IwJ1LC0d8n3lJUTi2wB7T1eZOfLjp4OjEOFGAYVyT6BjjJDrGODl09VjluR0yYsP8PBrvEC3etVoNpvdW29a1duGAolKayJ+YtCUiohH7ZW89nl6+BwCg12rwxHnTEW7Uj8p9X70kV778zPI9sPGbbyIiIiIKUAcVCT9Rk7Yimsm+thSAmLQlEkxNTY2/h0BBprndgpvf3gRHLvXm4/IxNSNm1O5/ZlYs5o6LAwDsrW3Dso1izVZLBPDYTeJjjJPoGOPkoKzSzIwL9+NIvEfEeB+f6Jww7pC5c9TuV5IktlugYWPSlkgwaWlp/h4CBRFJknD7h1tR2Wx/YzNvXByuOiJ3kK2G7hpFte2yfRa+8SHh8NhNomOMk+gY4+RwIAgqbUWM95gwg3y5ucMyKvcpSRJ+85/1mHrPV/ixpHZU7pOCC5O2RILp7u729xAoiLy/4SCWbakCAJhC9Xj83OnQaTWj/jhL8hMxKSUKAFBc047V+xpG/TGI/InHbhIdY5xExxgnB8ckZACQEStmpa2I8R7thaTtvro2fLOjBi2dPbj74+2w2lh4QkPDpC2RYOrq6vw9BAoS++vb8NePtsnX7z9jCtJivFNNoNFocPVidW9bIpHw2E2iY4yT6Bjj5FARBJW2Isa7N5K21Yo2C3vr2vB1cfWo3C8FDyZtiQSTmZnp7yFQEOix2nDT25vQ1m0FAJw5MwNLp3r3NKmlU1PlN74/7KrFjiqzvKypvRvdPTavPj6RN/HYTaJjjJPoGOPkoKy0TfdSQYO/iRjv3kja1rZ0qa4/vXwv27zRkDBpSySY1tZWfw+BgsA/vyvFxvImAEBWXDjuPqXQ64+p12nxm0Xj5evP9lbbvrm6HHPv/xaLH/kebV09Xh8HkTfw2E2iY4yT6Bjj5ODoaZsUFYJQg87Po/EOEePdpEjaNrWPTtL2kFmdtN1c0YRf9rLNG3mOSVsiwTQ2Nvp7CCS49fsb8M/vdgMAdFoNHj93OqJCDYNsNTrOmZ2JKKO9Z+4nW6rwyJc7cfsHW9HdY0NVcyfWsNctjVE8dpPoGOMkOsY4AUCnxSpXV4raGgEQM951Wg2iQvUAAPMoVdoeaunsdxvbvNFQMGlLJJicnBx/D4EE95cPtsHRQ//GoyZgVnaszx47zKjDBbPtbRisNgn//l79pqeutcvVZkQBj8duEh1jnETHGCfAWWULiDsJGSBuvDtaJIxWe4RDivYIEUZ71fXykloUV5rdbUKkwqQtkWAaGlhpSN5T1dyBndUtAIBJKVG47sjcQbYYfcfkGBFudH2qWX2beDPZUnDgsZtExxgn0THGCVD3s82ME7fSVtR4VyZtR6P3rLI9wrVH5smXn/2R1bbkGSZtiQRjNvNbO/IeZfuB4wqTodf54d9IVxsunJclXz1yYqJ8uZ6VtjRG8dhNomOMk+gY4wQET6WtqPEeE25P2vbYJHnC5ZFwtEcIM+hw+YJxiIswAgA+3VKFiob2gTYlAsCkLZFwcnN9X/lIwWO1Imk7d1y8X8aQm5uLW46fiFtPmIh/XTADdyx1ToJW38pKWxqbeOwm0THGSXSMcQL6Jm3FrbQVNd6jFZORjUaLBEd7hCRTCMKMOlx6eA4Ae5u3F37aO+L7J/ExaUskmOrqan8PgQTmqLTVazWYmR3jlzFUV1cjRK/DtUvysHRqGhIiQuRldWyPQGMUj90kOsY4iY4xTgBQoWiPIHKlrajxrkrato8sadtpsaKlswcAkBRl/7xyyeHZCDPY27y9va6CZwnSoJi0JRJMW1ubv4dAgqpr7ULpoVYAQFF6NMKNer+Mo2+Mm8L00Gs1ANgegcYuHrtJdIxxH9n1uf2HfI4xToCz0lajAdJiQv08Gu8RNd5No1hpq+xnmxRlj4XYCCPOm5sJAOi02PDqz/tH9BgkPiZtiQSTn5/v7yGQoNaVOVsjzBsX57dx9I1xjUaD+Eh7f6jhtEc41NKJyqaOwVck8iIeu0l0jHESHWOcAOBgb6VtclQoQvSuJ84VgajxHhNmlC83d4zsDL7a1k75cmKU88zAKxeNlwtO/vNzGdq7e0b0OCQ2Jm2JBFNeXu7vIZC/eanK5pe9iqTteP8lbV3FeHxvi4T6tq4hzfT6yeZKLHjwOyx46DtsPdA8amMkGioeu0l0jHESHWOcOrqtqOstIBC5ny0gbryPZk9bVaWtyZm0TY8JwynT0gAATe0WvLWmYkSPQ2Jj0pZIMJ2dnYOvRDQMjn62Gg0wK9t/SVtXMe6otLVYJZg7PPu2+r31B/C7tzbCYpUgScDXO2pGdZxEQ8FjN4mOMU6iY4zTAVU/W7GTtqLG+6gmbVv6t0dw+O3i8fLlF1fsg8VqG9FjkbiYtCUSTEFBgb+HQAJq7rBgR7UZAFCQYlK9ofE1VzGeEKmcjGzwvrZvrSnHLe9uhk1RlLu/XszeXDQ28NhNomOMk+gY4+ToZwuIPQkZIG68Kz/jNI1wIrJDLc7EdpKiPQIATEox4ciJiQCAg00d+GRz5Ygei8TFpC2RYEpLS/09hOHj5BkBa/3+Bji6Dsz1Yz9bwHWMx0c4+08N1tf2Pz+X4bb3t6JvF4Wy+nbXGxD5wJg+dhN5gDFOomOMk7LSNjNO7EpbUeM9Jtz77REcrl6cK19+dvneIbV4o+DBpC2RYCwWF/9cmAylEVq9LzAmIQNcx3i8otK2vtV9pe0LP+3FXz/aLl//zaJxSIu2n65UVsdKW/Ifl8duIoEwxkl0jHEKpkpbUePdV+0RAHshzIysGADArpoW/LCrdkSPR2Ji0pZIMEVFRf4eAglotWISsjl+Ttq6inFHT1sAqGtzXWn77+9Lcd+yHfL164/Mw+0nFSAnIQKA/Y1ZU/vIZoklGi4eu0l0jHESHWOc1ElbsSttRY130wiSttXNnb1nJ9orZh1JW4NOgxgXreU0Go2q2vbp5XuGM2QSHJO2RIIpLi729xBIMDabhO2VzQCA8QkRqv6x/uAqxhMile0R1JW2kiThsa9L8MiXu+Tbbj42H7ccPxEajUZO2gJskUD+w2M3iY4xTqJjjFNFb3sEjQZIjRY7aStqvEeF6KHR2C8PJWlr7rTg2MeW48ynf8a76w8AAGp7e9omRIZAq9W43O7YgmTkJto/i6zZ14AN5Y0jGD2JiElbIsHYbJx5kkZXfVs3LFb7N8bZ8f4/1ctVjCeo2iM4q2UlScJDX+zCk9/ulm+77cRJuPHoCfL1HMU+cTIy8hceu0l0jHESHWOcHJW2qaZQGPVip1pEjXetViO3SBhK0nbbwWa0dPUAAD7eXIkeqw31vWf/9Z2ErO/jXXWEs9r2mR9YbUtqYh9JiILQtGnTvHfn7I0blJQznyab+vdj8jVXMa7qadtmr7SVJAn3froDzyhONbpzaaHqNCQAyI5XVNrWsdKW/MOrx26iAMAYJ9ExxoNbW1cPGnqTdKL3swXEjvfhJG2VRSPr9zei2twpT3qc6KKfrdKpM9KQ3DtR2dc7alB6qHWIIyaRMWlLJJjNmzf7ewgkGNXMpwN8U+wrrmI8PkLR07b3TdO3Ow7hpZX75NvvPa0IVywc12/bHGXSlpW25Cc8dpPoGOMkOsZ4cDvYFDz9bAGx492RtDV3WGCzSR5to2zP1t5txfc7D8nXk0wDf34K0evkzyiSBDz3I6ttyYlJW6LBsLqUglyN2VlpmxQAlbauhBp0iAzRA3C+aVpRWicv/+vSQlx8WLbLbZUtH5i0JSIiIqKhqmhwnq0VDElbkTmStjYJcsuDwdS1qicz/mRLlXzZk6KX8+dmISrU/lnmg40HUd3cOcgWFCyYtCUSjMinqpB/1CgqbQO1PQIAxPdORuboH1VS0yIvO3V6mtv7CzXokBpt36/9nIiM/ITHbhIdY5xExxgPbo5+tgCQEcf2CGOZI2kL2KttPeFoz+awtqxBvpw0SHsEAIgKNcgFJharpDpbkIIbk7ZEghH5VBXyvh92HcJdH21TVQuoe9oGZnsEwNkioandAovVhl3V9qRtQqRR1fPWFUe1bUNb95D6V9EQ8cwFt3jsJtExxkl0jPHgdqAxuCptRY53ZdLW088FfSttJUVXBU/by/16wTh5Ars3V5fzMwkBYNKWiIh6dXRbcd0bG/Dqz/vx4Bc75dtrVD1t/V9p644yMburukWuuJ2YEjXotsq+tvvZIoGIiIiIhkBZaZsZBBORiWx4Sdsut8sG62nrkBgVgrNmZQAAWrt68Pov+z3ajsTGpC2RYEQ+VYW8a1dNC9q6rQCAHZVm+XZHpa1GY69a9Td3Ma4c28976uXL+cmDJ22zVZORsUUC+R6P3SQ6xjiJjjEe3Cp6K221GiAlOnCLHEaLyPGuTNo2tXvYHqFPpa3SUIpefrtoPLQa++WXV5ah02L1eFsSE5O2RIIR+VQV8q4dVc5E7YHGDlh7Z0t1TESWEBkCvc7//zbct0dwfou9co9zErJJHlTajktwVkTsr2OlLY2ejm4rJGnwmYd57CbRMcZJdIzx4OaotE2NDoMhAN4ve5vI8R4TPvRKW8dEyMY+r/1Qi15yEiJwYlEqYsINuHBelvx5jIKX3t8DIKLRpdWK/yaBvGOnImnbbbWhxtyJZFOo3KMpEPrZAu5jPF7xhmjNPmfz/4kppkHvk5W25A0/76nH5a+sRW5SBD68dsGAX3rw2E2iY4yT6Bjjwaul0yJXZAZDP1tA7HgfanuEjm6rfLbi1Ixo7KppQUtnDwD7nBtDLXr5668KERWqR7iR6TpipS2RcAoLC/09BBqjdvRO3OVQ3tCO+rYu+Rve5ADpZ+suxpU9bdu7nacSTUiKHPQ+HRORAexpS6Pn480H0WGxYttBMzYfaBpwXR67SXSMcRIdYzx4HWxy9rPNCJJ+tiLHu0nZHqHDfdsDB2U/2yRTCObmxMnXEwaZDNmVZFMoE7YkY9KWSDDbtm3z9xBoDJIkSVVpC9iTtofM6jchgcBdjCdE9D/1KCsuHBEhg7/pCTfq5Zldy5i0pVHS2OaszlBO6OcKj90kOsY4iY4xHrwqGpRJ2+CotBU53pWVtmYPKm0dkx8D9iTt3HHOpG2SKTCKXmjsYtKWSDAGg2HwlYZi1+f2HxJaVXMnzL2n8ThUNLTL/WyBoTXR9yZ3MR7v4ptsTyYhc8jpbZFQ19qNlk7P+le5c7CpA59treLkAUFOeUpddXPnAGt64dhNFGAY4yQ6xnjwOtDobK2VGRcclbYix3tMuLMQxJP2CHUtzi/m4yNCMG98vHw9PSY4kvjkPay5JhJMXl6ev4dAgcSRcJ944oCr7ehTZQvYK23TFG80kgPkm2J3Me6qyb8nk5A55CSEY02ZvRfu/vp2FKVHD2t8u6pbcPpTK9HebcXvjp6A3x+bP6z7obFP+UZf+QWIKzx2k+gY4yQ6xnjwckxCBgRPpa3I8T7Unrb1bYqkbaQR0zKicdn8HGysaMJl83O8McTgU7YSWPUkULkJaK0Gzn0DKFjqfv19PwGvulj+hxIgKtl5fc3zwMongdYaIKUIOPERIGPWqA9/JFhpSySYHTt2+HsINAbt7NPPFuhfaRsoE5G5i/GYcCO0GvVtE4eQtFVORrZ/mJORmTstuPr19XJP3Y0VTcO6HxLDUJK2PHaT6BjjJDrGePBSVtoGS9JW5HiPMOqg6/1Q4ZhgbiCOSZsBe3sEjUaDu0+ZjI+uWzCkzyI0AEs7kFwEnPyPoW13/Xp7otbxE5HoXLbtPeDL24ElfwKu+tF+/6+fDrTWju7YR2hElbbVzZ3YX9+Ght4eHnERRmTFhyM1OjgOVESBKDQ0MKohaWxRVtpqNYBNAsobOlR9OAOlPYK7GNdpNYiLMKreOA3ljVKOImm7+1ALgNQhjctmk/CH/23GvjpnT1xP+mCRuJSvf/UgSVseu0l0jHESHWM8eDl62uq0GqQEyJlp3iZyvGs0GkSHGdDQ1u1ZewTFRGSuzvyjUTDhWPvPUEUkAGExrpf9/G9g5qXAjIvs15c+Aez+Ctj4GrDo5uGOdNQNOWm7sbwR/1t3ACtKa3FQcRqAUlpMGBZNSMDZszMxMyt2xIMkIs9lZWX5ewjkDx62QXDHUWlr1GkxOd2EjeVNqGvtwn7FpFyBUmk7UIzHR4TISVuDToNxCRFu1+1riqIdwvr9jUMe1zM/7sHXxTWq28wj7I1LY5fVJqGly9kn+tAgE5Hx2E2iY4yT6BjjwctRaZsWEwq9LjhOZhY93mOGkLStVxSMuJpjg9wzm9Ut+kJCQhASMorP4TOLAGsXkFQALPkzkHWY/faebnurhYWK5KxWC4xfAhxYO3qPPwo8Ttp+XVyDx74uwa5q55MquVm3sqkDb6+twNtrKzAxxYSbj83HsYXJbtYmAFi/fj0SE+2l2jU1NUhLS0N3dzfq6uqQmZmJ1tZWNDY2IicnBw0NDTCbzcjNzUV1dTXa2tqQn5+P8vJydHZ2oqCgAKWlpbBYLCgqKkJxcTFsNhumTZuGzZs3A4DLy1qtFoWFhdi2bRsMBgPy8vKwY8cOhIaGIisrCyUlJYiIiEBKSgr27NkDk8mEuLg4lJWVITY2FpGRkaioqEBCQgKMRiMqKyuRnJw89veprAUJkQYYIw+OiX368ccfkZubq96nFgvK6jsRqyv17HWq60RdqwWZ0dVore1AY1sPcuJq0VDTAXNHD3ITG4a+T2X2pOC0cd3qfSprgVarQWFWB7aVtcCg1yIvvTXwYq+mBUVp4Siu7oDNvDbw/p7cvU5V7WjrsiI/pdnt67R123bkaapxQBuOM7ItiAtvwg6tDYsT2mFob0eoNhRLEttRXrIdUZP9f4xYs2YN4uPjXb5O86ObcLBOg8PiOpAYaYBk7cHaDZ6/TuNjdJhgbEZPcycaGidiT+luj/apvicEH6zYg+OTurG/wwC9Vov0kC7U2iTs27cvoI4Rfv17MlpRWtcJi3mtOPvk5nXKzivA8UmtAIDldeEoNNRizZo1mD59ust9amtrg9FoDOh9EvF14j75bp/a29uRkpIi1D4F5uvUgtgIPSKjqwXap7HxOtXW1uKII44Qap9EfJ1Ge5/KD1YiUdeOzCgJc+OtqK6uHvP71O8zYWwIWktLVftUUlKCBQsWjL198jD2FkQ3wWzWYFJEO1avWYPJhYVu9ym+owLHJ3VgeV04KndvRd0+XUDuU6C8TlFRUfI+pKamor3d2V7krrvuwt13340Ri0oBlj4OpM2wJ2g3/Ad45WTgym+BtOlAez0gWYHIJPV2EYlAXcnIH38UaSRJcpd7lZ359CpsLLdXHfVd2aDVIjrcAEmynwZosdnUD9D7e0ZWLN67Zv5ojJnIt0ZYwehrxcXFKCwsVN841H1Qru/u8lC523a07t/bHGMDAnt8w3jNth5oxq/+tQIAcObMDGTGheGJb3ar1kk2hWD17ceM+rCHw2WM97rhvxvxyeZKAMCp09Pwf+fNGNJ9X/P6eny+rRoA8PnvFqEg1TToNpVNHVj6zxVyq6CbjpmAL7ZVY2d1C4x6LUruC8B48ZdA/hsfZWV1bVjyjx9Ut225+ziYQl3PtjxQXAeMQD8OUkAbEzEugiA6zgYaxnhwKq4046QnfwIAnD0rA4+cPc3PIxpFA/zfFz3eL31pDZaX2HubbrzzWMRGuG97cPzjP2JXjf19/657T4BGo3G7LqkNq9L27ujBJyJz5eWTgOgM4IznAHMV8Ngk4Iqvgcy5znW+uhPYvxL4zXdDu28v8qjSdkO58zTRcQkROKkoFTOzYzA1IwYJfcq/a1u6sPVgEzbsb8Jn26rk3n4by4d+qikRDV1KSoq/h0BjzA7FGRQFqVGIc/GmJDmA+nMNFOPxirEPp/H/rOxYOWm7bn/joEnbrh4rrnljg5ywPXJiIm48agJW7akHAHT32NBpsSLUoBvyWGhsc3U63SFzp9ukLY/dJDrGOImOMR6cKlSTkIX7cSS+JXq8R4c53681d1gGTNrWt9lbYCVEGJmwHSKTafACmVGTPhMo/8V+OTwe0OiA1kPqddpqgcjA6hLgUcMVg1aLM2dm4NMbFuK7PyzBLcdPxFGTkvslbAEgMSoER01Kxi3HT8R3f1iCT29YiDNmZECvDY7eLkT+tmfPHn8PgcaYnVUt8uWCVBMy4/q/4UyKCpz+TAPFeJZi7MoetZ6ale3sw77Bg762f/ukGJsrmgDYZwt+/Nzp0Go1qsRcS2ePm61JZK6SttXN7vva8thNomOMk+gY48HpgGKen8y44JmQXfR475u0dcdqk+TijYQA+rxELlRvdSZk9UZ7m4R9y53LbTZg73IgY45fhueOR5W2P/3pyGFXWU1Oi8aj50zDrSdMHNb2RDQ0Pv22ioSwo8pZaTspJQo9tv5dc5ICqNJ2oBg/c1YGtlU2IzEyBAvzEoZ835PTohGi16Krx4Z1+xsGXPeddRV4Y3U5ACBEr8UzF81CTLj9W3hTmPPfq7nTgkS+iQs6rt7g15g73a7PYzeJjjFOomOMB6cDQVppK3q8x4R7lrRtbO+G46NT/ADVuDRCXa1Aw17n9ab9QNUWICwWiMkEvrnb3vLgjGfty39+CojNBhInAT1d9p62+34ELv7AeR+HXwd8cI297236LOCXpwBLGzDjIp/u2mA8StqOxmmxgXRqLZHI4uLi/D0EGkMkScLO3vYIiVEhiI8Mgc0myYlLh+SowDmGDxTj0WEGPHbO9GHft1GvxbSMGKwpa0BFQwcOmTtdJqy3HWzGHR9uk6/fd1oRihSVvcpKW7MHs86SeFxW2g6QtOWxm0THGCfRMcaDT0unBct31crX02ODp9JW9HhXVto2DfBevr61W77s6kx0GiWVG4FXFT1sv7zd/nvaBcDpTwMtNUDzAedyazfw5V+AlirAEAYkFwGXfASMO8K5TtGZQFs98P39QGsNkDIFuOj9/pOT+ZlHSVsiGjvKysqQmJjo72HQGLGhvBGN7fY3Io7+rVqtBplx4Sg91Cqvl2wKnDch3o7xWTmxWFNmr7Jdv78RJ05JVS1vau/GNW+sl5PaF8zLwtmzM1XrmBRv9MxsjxCUhlppy2M3iY4xTqJjjAcXq03C797ahL29c/hMTjMhLTpwihy8TfR4V76X31jeiFOmpblcr67V2foqnklb7xm3CLi72f3y059WX194k/1nMPN+a/8JYKPWaHZdWQP+8sFWXPbyGtz98XaU17cPvhERjbrY2NjBVyLq9fQPztNMfjXVmZzM6tPXNimAkrbejvHZir626/r0tZUkCb9/exMqGuz9y6ZlROOuX/WfOdcUqmiPwErboDTUpC2P3SQ6xjiJjjEeXB7+Yie+22mfxCg6zIB/XTAzqCahEj3eZ2XHwvFyvryyDB9tOuhyPWXSNiGS7RFo9A250vak//sJda1dOKYwGfefPgUA8OHGg7jlnc2wSfZmHj+iFh9tOogPr1uA7PiI0R0xEQ0oMjLS30OgMaKkpgXf7KgBAKRGh+LU6enysn5J2wBqj+DtGJ+Z5XwTur5P0van3XX4vvc0uLgII566aBZC9Lp+96GutGXSNhg1t7tqj+B+IjIeu0l0jHESHWM8eLyzrgLP/mgvfNBpNXj6wpkYlxBceQ/R4z03MRJ/OakA9y3bAQD447tbkBUXjhlZ6mQ12yOQtw2p0raioR07qs2oa+3CjMwYAPaqo4e+2AmrJEEC5J/mDgue+l7sGQWJAlFFRYW/h0BjxDPLncfoKxeNh1Hv/JeQ2SdpG0h9yb0d47ERRuQm2t94b69sRqfFKi97/Zf98uW7T5mM9BjXvcvUPW3ZHiEYKStttb2VGocGqLTlsZtExxgn0THGg4P9DGPnvAZ3nzIZ84cx+e1YFwzxfsXCcTi3twVad48Nv/nPelQ2dajWUbdHYKUtjb4hJW23Vzp7SMzIigEAbKpoQrW5ExoAR09KwnMXz0ZGbBgkAKv21o3iUInIEwkJwfemgdQ2lDfii21VqmRjXwca2/HxpkoA9tlRz5uj7smqrLTVaTUBNRuqL2J8Vm+LBItVwuaKJgBAVXOHXJmcFBWCE4tS3G5vClO0R2ClbVBSJm0dZx0daumC1THFcB88dpPoGOMkOsa4+A40tuOq19aj22qf1+CSw7Nx8WHZfh6VfwRDvGs0Gtx7WhHmjrNPulbX2oUrXl2Hti5nQYay0jY+gpW2NPqGlLR1NNkGgLTe6iLHh1kAuOmYfBxbmIzTZ2QAAGoGOA2QiLzDaAyc5Br5XkVDO576oRTvrD+Al1buc7veCz/tQ09v8uiy+TmICFF3y1EmbZOiQqDVBk6PLl/E+Oxs54y4722wz0T61poKOPJt583NgkHn/l+outKWSdtg5Eja6rUa+ZRJq01Cfavr90Y8dpPoGOMkOsa42Nq6enDlq+tQ32ZP0i3Ii8edS/vPaxAsgiXejXotnrlolvzZaEeVGb9/exNsvR8K6tsUPW2jguM5Id/yqKftuD8vg/LjugSg6K4v5eua3ttO+dcK1XY9VhvG/3mZfR2NBnvuP2mEwyWiwVRWViI9PX3wFUlIu6pb0NteHCt21+Ha1P7r1Ld24a215QCAMIMOlx6e02+dzLgwaDSAJAVWawTANzG+ZGIiwgw6dFis+N+6AzgiP1F+zrQa4Py5mQNuH63qacv2CMHIkbSNDjOo/oZqzF1IcvE3xWM3iY4xTqJjjIvLZpNw09ubsLO6BQAwLiECT10wa8Av8EUXTPEeF2HES5fNxun/XoWWrh58VVyDf3y1C7eeMAm1ikrbuHAmbWn0eZS0vfGoCdBo7FW1P5TUQgPguiPzoNVo8L91Fag2dyIpKgTnz80CYJ+4ZUVpHTQaDW44Ks+b4yeiPpKTk/09BPKjmhZnz8wtB5phtUnQ9amSfXVVGTot9tO6zp+bhVgXrQ/CjXr8dtF4/G9dBa5YOM67gx4iX8R4kikUd59SiD+9txUA8Lu3NsmntR9dkIzUaNe9bB1YaUtmRdI2RZGkrTZ3Ygqi+63PYzeJjjFOomOMi+sfX+3C18X2FllRoXq8cOlsRIcbBtlKbMEW73lJUfjXhTPx65fXwCYBT/2wB3lJkfIZVLHhBuiDOIlP3uNR0vb3x+YDAD7fWoUfSuyzZk9OM2FCchSe+3EvNADmjYvHTcfY1/vHl7uworQOEUadfBsREXmfsi1Na1cPqs1dqsmyWrt68OrP9sm09FoNrlzkPiH755MKcNuJk6DRBE5rBF86Z3Ymfiypw7KtVao+pBd50LssMpQ9bYOZ1SahpbffmSnMgGSTs8dZzQCTkREREVFg+WDjATz1g33yXp1Wg39fMBO5iZF+HhX5w+L8RPx1aSHu/qQYAHDbe1th6z3FMSGS/WzJO4b0VUBBqkluk3DtGxtw7GPL0dljn+hm0QRnI+rdh5ynDRCRb9XU1Ph7CORHfWen31vbprr+1ppy+bTt02aky/3J3QnEhK2vYlyj0eD+06eokt7Z8eFY5MEMwTqtBpG9fYJZaRt8lK95dJgBydHK9giuk7Y8dpPoGOMkOsa4eDaWN8pnXQHAnScX4Ij8RD+OKHAEa7xfOj8HFx1mP8O822qT5wiJj2RrBPKOISVtcxIicNKUVDjqjRy/U0yh+NW0NABAp8WKlaX10ABYOEH8GQWJAk1aWpq/h0B+dKhFPcnR3rpW+XJXjxXP/7RXvn714vE+G9do8mWMR4cb8MR502HQ2ZPXv1k03uNJ2Uy91bbsaRt8mvskbVXtEZpdJ2157CbRMcZJdIxx8fzjq13o7nG2FLt0fo5/BxRAgjXeNRoN7vrVZCzIi1fdzkpb8haP2iMoPXTmVESG6PHF9mpIEjAzKwZ3nzIZoQYdAOCr4hq0dds/oJ40xcUMOETkVd3d3YOvRMKqMXciRXF9n6LS9qONlXL7hOMKk5GXFOXj0Y0OX8f4nJw4LLtxEaqbO1VnlQzGFGZAZXMnK22DkDJpGxPeZyKyPl+sOPDYTaJjjJPoGOPiKatrB2D/X/63UycH5Blo/hLM8W7QafHUBbNw+lMrsbfO/lmLSVvyliEnbSNC9HjwzKl48MypLpefMi0Np0wLzm9diAJBXV0dxo0LrImjyHdqzF2qpO2BpnZ09Viht0l45sc98u1XL8n1/eBGiT9iPD85CvnJQ0tyOyYj6+qxodNilb/cJPH1rbSNDTfAqNOi22pDjZtKWx67SXSMcRIdY1w8Te32xGRCZAgMnGRKJdjjPTrcgBcunY2LX1yDQy2dOHkqCxYJgKUT6GwGQqMBQ+jg63tgyElbIgpsmZmZ/h4C+YnVZkN9WxegKAKQJHuVwL7iarm/7WHj4zAzK9ZPoxy5sRLjpjDnv9iWzp6gTdrWt3bBYpWQEj06b1zGgr5JW41GgyRTCA40dqCmxXXSdqzENdFwMcZJdIxxsXT32NDWbZ+/JybM4OfRBB7GOzA+MRLf3bIYXT02uViDgtTmt4Gf/wXUbIe9kawGSCkCDr8emHrOiO7aa18XLdtShZOf/Mlbd09EbrS2tg6+EgnJ3NGD3glMoTx7a19dK57+wVlle82SPB+PbHSNlRhXvnkzdwZni4QacycWPPQdDn/wW2yqaPL3cHxGmbQ19X7Qc/S1bWq3oNNi7bfNWIlrouFijJPoGONi6dvqiNQY73Yheh0TtsHui9uBD68GarYBks1eNSXZgKotwAdX2ZePwJCTts0dFmyqaEJ5fXu/ZTabhPc3HMCxjy3HDf/dgB1V5hENjoiGrrGx0d9DID9pUry5nKDoV/vdzlpsPtAMAChMNeGIMT5J5FiJcZOiKiNY+9qu3teATosNkgR8vrXK38Pxmb6VtgCQrKg0rjH3r7YdK3FNNFyMcRIdY1wszR3Onq3RYUY/jiQwMd6JAOz5HvjlKdfLNBp7Anf108DeH4b9EENqj/DoV7vwzPI9sNrspVxT0qPx9EWzkBYThp/31OPOj7Zhb639G5fegmAi8rGcnBx/D4H8xN53KwwAMCklCpENesACe8uEXtcsyR3zkyiMlRg3harbIwSjti7nfu+qaQHGbivlIXGZtI1SJm27kB0fodpmrMQ10XAxxkl0jHGxNLU7/5fHstK2H8Y7EYB1LzovR2cAk08HIpKAtkPA9g+Apgr7srUvAuOXDOshPK60/XJ7Nf71fSl6bBIk2JOyWw8247o3N+Cn3bW4+MXV2FvbCkmxjVHPZt1EvtbQ0ODvIZCfKCtt4yKMmJoRrVqeHR+OE4tS+m425oyVGFdV2gZpewRl0rakusWPIxm+7h4bvthWharmDo+3aW7vn7RNiXbOKlztotJ2rMQ10XAxxkl0jHGxNLazPcJAGO9EAA6st1fUJhUC160Fjv0bMP96++/r1thvlyTgwLphP4THWdV31x8AoK6elQBsrmjCzf/bDKvkTNeGG/X47aLx+OnWo4Y9MCIaHrOZbUmClbIiIDrcgOmZMarlvz1iPPQCzHw7VmJc1dO2I1grbZ29WyubO9HePbaeB0mScOV/1uHq1zfgkhfXwGaTBt8IbiptTc5K20MukrZjJa6JhosxTqJjjIvFfgabXXQ42yP0xXgnAtBeZ/896WTA0GfSZUOY/XblesPgcXuE4kr7H6VBp8XlC8chxRSK/62rQHGVGXWt9lNvwww6/OaI8fj1gnHyhxQi8q3c3CA5/5j6UVb3xYQZMT05Brt6rydGheDMmRn+GdgoGysxbgpz/osN2krbPknayqYO5Cn6LQe6N9eU48eSWgDA7kOtONjUgcy48EG3GyxpW93cP2k7VuKaaLgY4yQ6xrhYVBORMbfRD+OdCIA+DOhuAcwHXS9vqexdL9T1ck8ewtMV61q7oAFw2vR0/OmESQCABXnxOPbxH6EBkBAZgneuPrxfj7ahWr23Hs/9uBdbDzbjUEsXnr14Fo6f7Dyd9/GvS/DJlkpUNXXCoNNgSkY0bjluImZkxcrrNLV3466Pt+PbHYeg0QAnFqXgrl9NRkSIc3d3VJnx14+2YfOBZsRHGHHp/BxcvVh94Fm2pQqPfr0LBxo7MC4+AredOAlHTkqSl0uShMe/LsF/11bA3GHB7JxY3HfaFIxLGNlzQDQS1dXViIuL8/cwyA+aFBMmxIQbcFhuPJaF6NHa1YMbj56AUIPOj6MbPWMlxtWVtkGatO1SJ20PNnaOmaTtgcZ23L9sh+q2XdUtQ0ra6rUahBvtf3cpyqSti0rbsRLXRMPFGCfRMcbF0sT2CANivBMBiB8PVG4CNr8NpM8Gpp1nr7C1dACb/wtsfsvePiF++F9yeHyebLfVBgAYl+hMSI5PiJQvnzEzY8QJWwBot1hRkGrC304tcrl8fGIE/nZKEb686Qi8e818ZMSE45IX16C+1TnRzu/e2oSSmla8dsVcvHTZHKzZ14A/v79VXt7SacHFL65BekwYPr1hIf58UgGe+KYEb64ul9dZv78BN761EefOzsRnNy7EcZOT8dvX1mGXoiffM8v34uVVZfj7aUX48LoFCDPocclLq9FpcZ4OSuRrbW1t/h4C+YnjzaVOo0GkUQ9TqAF/O7UId5xciIvmZfl5dKNnrMQ4e9q6SNo2ed4X1p8kScJt721FW7f6/3nJIc/68jqSttFhBnniP3V7hK5+24yVuCYaLsY4iY4xLhZVMUQY2yP0xXgnApB/ov23ZAWW3QzcnwY8kGn/vewPgK33s8TEk4b9EENubqjXOrvaahWXEyJH50B25MQk3HL8RJzgZrKcU6enY+GEBGTFhyM/OQp3LC1AS1cPdvYmU0sPtWB5SS0eOnMKZmTFYk5OHO4+ZTI+2VKJmt7Klg83VcJiteHhs6YhPzkKp0xLw2Xzx+GFFXvlx3lpZRkW5yfiqsW5yEuKwh+Om4jJadF49ecyAPYPdC+t3IcbjsrDcZNTUJBqwmPnTkONuQtfFdeMynNBNBz5+fn+HoJ/7Prc+ROkmhSJIsfxOTrMgHEJEXLiSARjJcajQhXtEYK1p22fpOdYSdq+tLIMK0rtvacijM4K9d01rR5tb1b8LTqEGXUw9caEq0rbsRLXRMPFGCfRMcbFwkrbgTHeiQDMuwowpTmvSxLQ1WL/7WBKB+b+dtgPMeSk7b+/L8Wih7+Tf9zdvujh73DEw98Pe2Ce6O6x4b9ryhEVqkdBqgkAsGF/E0yhekzNiJHXW5iXAK1Gg43lTQCAjfsbMXdcHIx65+4fkZ+AvbVtck/IjfsbsSAvQfV4R+QnYsP+RgBARUMHalu6VOuYQu0T/zjWcaWrqwtms1n+IRpt5eXlg69Ewumx2dDSW80ZI/hkCWMlxlXtEVhpCyDwk7ZWm4QHPt+Bez8tlm977NzpcHxHXVIzeKWt1SahpXe/TX164DmqbWvMnZAk9aRmYyWuyc/G8BeUjHESHWNcLEzaDozxTgQgLAa4+AMgLledqAXs1xMmABe9b19vmDzuaevQ1GGRq7kAQOPmduWy0fbtjhrc8N+N6LBYkRQVgtevmIe4CHuSora1CwmRIar19TotYsIMqO1toVDb2oWMWHVPusTebWpbOxEdbui9H2OfdYzypGu1rZ2q7ZT3U9va/7RHhwceeAD33HMPACAhIQG1tfYJTjZu3Ij4+HgAQE1NDdLS0tDd3Y26ujpkZmaitbUVjY2NyMnJQUNDA8xmM3Jzc1FdXY22tjbk5+ejvLwcnZ2dKCgoQGlpKSwWC4qKilBcXAybzYZp06Zh8+bNAODyslarRWFhIbZt2waDwYC8vDzs2LEDoaGhyMrKQklJCSIiIpCSkoI9e/bAZDIhLi4OZWVliI2NRWRkJCoqKpCQkACj0YjKykokJyeP+X0y794Nk8kEa+TBMbFPZWVl0Ol0qn1KaW5GzaFD0OomePQ66WpqYDabYYqeAVtVFVpbWxEbNxtdBw+ivb0dCYnzhrxPZbt3AwByxh2t2qey3buh1WiQntWBit27odfpkJTeOuzXyaDXY+/ataP+OoUf2I3s7GxUlJej0bw24P6eGsuczc9DND0o2b0bCYnz0FpRjs7OLiSnzA+Iv6fROEYcPHgQnZ2dAXOMcLdPlVXV8mtSWduI6urqgDhG+PJYfqihWfU/sKXTgq27StFpXhtw+9Tc1om/fr4X66qcp0NePDsFOfpmJEfoUNVqxe6aFvyyZg0KJk50+zqt3rjNucPd7Vi71nm8CIP9/UFXjw3Lf1mHedOL5H1qa2vD2rVrA/p/7vTwHuzbt8/lsTzQYk/Ev6e2tjYU6tpQW1uLbosFaemLxtQ+tbe3Y9euXUHxOvlznxp370ZkZCS00dXC7NNYeZ1qa2sxbtw4ofZJxNfJ032qM7cDALQaoLWxDjsPHBjz+zTU18nxmTAxIQH1paWqfSorK0N6evqY2ycRX6extk9RUVHyPgghcSJw3Wqg5AugYg3Q0QiExQKZ84D84wHtyOaV0Uh9Sz3cGPfnZdAA8Ghlx50D2PvAycMaGADk3Las30RkANDe3YND5i40tHfjrTXlWLWnHh9etwAJkSH49/eleG/9AXx3yxLVNrPu/Ro3HZuPiw/LxsUvrkZGbDgeOGOKvHx3TQuOffxHfHPzEchLisKEv3yGf5w9DadOT5fXee3nMvzft7ux7o5jsX5/A858+mesuf1oJCn61F33xgZAA/z7gpku96mrqwtdXc6krslkGvbzQz7iqGaZeKJ/x+Gh1tZWREZGqm8c6j4o13d3eajcbTva9z/c7f19/yO0Z8U7uP+zHfjWNgv3FVTgosOyR/6cBiiXMR6gJv/1C7R1W5GXFIlvbl7s7+H43DGPLUfpIWdLgaO163HLcRNRsORcP47KtT+9uwVvr6sAAOi0Gtz1q0JccngOAOCq19bhy+321kc/3LIEOQNMOFpW14Yl//gBAHDKtDQ8ef4Medkt72zGu+sPAAC+uGkRJqU43wOMibgO8ONgoHlnXQVW7anH74/JR1b84BPYeWQMvwZjIsZFIOD//bGCMS6WhQ99hwONHYiPMGL9ncf6ezj+McD/HMY7kW94XGk7NycOgdISMdyoR06CHjmIwMysWCx55Hu8vbYC1x2Zh8TIELka1qHHakNTh0WuinW1jqM6NjEyVLFOd591uuUqXsd6ta1dqqRtbWsXClPdJ2JDQkIQEhLidjnRSJWWlmL69On+Hgb5WDCdwjWWYtwUZkBbt1XucRps+rZHAOwtEgr8MJbBfL3DnpQNNWjx3MWzcUR+orwsPzlKTtruqmkZMGnbrHito/u1R3D+/68xd2GS4jvpsRTXNLj61i78+f2t6LFJMOq0eOisqf4ekt8xxkl0jHGxONomRgv+vnq4GO9EvuFx0vbtqw735jhGxCbZ+9sCwMzsGJg7e7D1QDOmZEQDAFbtqYdNkjAjKwYAMCM7Fv/4chcsVhsMOntf2xW76zA+MUI+KM/IjsWq0jpcsXCc/DgrdtdiZnYsACAzLgyJUSFYVVqPyWn2x2nptGBTRZO9wo3I13q/CQ0/sBvgP9Cg06yY4TZa8J62FsvYSYCaQg2oau5kT1uFQOxr29DWjYY2+9/QzKxYVcIWACYkR8mXd9e09DsDSGmgpG2K4kvemmb1ZGRjKa5pcHtq29Bjs5+fVtHY7ufRBAbGOImOMS4Oi9Um96ePCWPS1hXGO1Gvlhrgx0eAPd8C5krA2u1iJQ1wV8Ow7n7IE5F5W1tXD7ZXNmN7pb0PXkVDO7ZXNuNgUwfau3vw8Bc7saG8EQca27H1QDP++M5mVJs7cfLUVABAXlIUFucn4rb3t2BTRRPWlTXgro+341dT0+QJQE6dngaDTos/vbsFJTUt+GRzJV5eWYYrF46Xx3H5ghwsL6nF8z/uRemhVjz+dQm2HmzGpb2nSmo0Gly+YBz++d1ufF1cg53VZtz8v81INoXguEKB+nPQmJOdzS8NglFTuzM5Fiv4m8uioiJ/D8FjpjD7d6OdFhu6eqx+Ho1vSZKEtm77PucoTg2vDMCk7d5aZwuH3MT+p/rlJztvK6lp7bdcaaCkrfLMnBqzOmk7luKaBlfe4EzUOr4QCHaMcRIdY1wcyjOkRJ/gd7gY7xSUdn8D9Cje17U3AM8fCax7EWjYB/R02Scg6/szpEazakOeiMzbthxoxvnP/yJfv2/ZDgDAmTMz8PfTi7CnthXvvX4AjW0WxIQbMDUjBu9cdTjyFVUw/3fedPz1o+248PlfoNVocEJRCu4+ZbK83BRqwGtXzMVfP9qGpf9cgbhwI248egIumJclrzMrOw7/d94MPPrVLjzy5S7kJITjuYtnY2KK83GuXjweHd09+PP7W2HutGBOTixe/fVchBpG1miYaCQqysuRN2Xw9UgsTYpKW9HbIxQXF2PWrFn+HoZHTKHO16KlswchkcHz/6GrxwZrb6VhkikUFqsEmIGDjR2QJAmaQOm5BKj67uYm9m99MD4hEnqtBj02CSU1LQPel6eVttV9krZjKa5pcMqkrbJ9TTBjjJPoGOPiaOoInrZjw8V4p6D05tlA8mTgqp8AjQZY+X/26lrH5xrHb8fUYRqN8/IweZS0veKVtbh6SS7m5MQN60HW72/A0z/swQuXzhl03cNz41H2oPvJy569ePag9xETblRN/OFKQaoJ71w9f8B1Tp6aKlfwuqLRaHDzcRNx83ETBx0Tka/YRnhQoLFJmRSIDhO7IsBms/l7CB4zKZJ25g6L3Bc9GDhaIxytXY+p1hhsTjkcMAMdFiuqmjuRFhPm5xE67VFU2uYlRfVbbtRrkZMQgdJDrdhb24Yeqw16neuTlZRJW1PfpG20+0rbsRTXNLjy+jb5cmN7d8B9UeEPjHESHWNcHE3timIIwd9XDxfjnYLS7zYDT0y1J2qj0+0tEQAgLA7IOgzYucyeqD35H8D2D4GyFcDUc4Hxw5+Q2qOk7Xe7DuH7XYdQkGrCr6al4cSiFGTHu5+EAwAONLbj863V+GRLJbYdbB72AIloaMaNGzf4SiQcR6LIoNMgMkTsas5p06b5ewgeM4U6/82aO/v3dxVZe7ezHUSoQYf85CjsLrFf31XTElBJW1WlbZLr9zf5yZEoPdSKbqsNZfXtyEtyPWNyvWIS076VtvERRmg19l78NWb1hKhjKa5pcMpK264eGzosVoQbA+4EN59ijJPoGOPiCKYJfoeL8U5BqWozEJ0JmNLs1xv325O0RWcAMVn2pC0AzLkSmH0F8OKxwPb3gVmXDfshPXr3qIG9A8OOKjN2VJnx8Bc7ERcRginpJqTGhMnNuZs7LKhq7sS2g82oa3V+GJEA6IK8uoDIV/bt24f8yYOvR2JxVAQkRYVCo+kaZO2xbfPmzZgzZ/AzNwJB30rbYNKqmIQsVK/FxJRI7O69vrumBUdOTPLPwFzYU2uvioww6lQtDJQmJEUBqAZgH78yaStJEn7Z24DnftyD73fVyrf3/aCn12mRGBWCGnNXv/YIYymuaXDKpC0ANLZbgj5pyxgn0THGxcGk7eAY7xSUfnoMWHiTsw2CpXeujqhUQKMonOrpBvRGYMJxwIF1wA/3A5d+MqyH9Ojd4xc3HYGHv9iFb3fWyLfVt3VheUmty/X7npx99KQk3HrCpGENkIgo4Oz63Hl54on+G0evrh6rnCBLNoUAEDtpO5Yoe9qaO4MradumSNqGGLTIilNORtbpahO/6LRYUdFoT7DlJkW6PYVd2Tu/pKYVJ04Beqw2fLG9Gs//uBebD6jPKhqfEOGyGjfZFIoacxfqWrsGbLNAY1dbVw/qWtWTjzW2dSM9gKrLiYjIvaYB+tMTURCr2w3ojIDNCmh1QKgJ6GgEJCtgVJytV/6zvSVC7S779cpNw35Ij5K2+clReOHS2dh2sBlvrN6PTzdXobW7Z8D5z8IMOiydmoqLDsvG1IyYYQ+QiIaG7RGCT22LM0mbbAoFYPbfYHxgLJ2OZQpz/pttCbL2CG3K9gh6HZKinBWsh1o6nV9++PmLj311bfL8ALmJrlseAPb2CA5bDzbh1VVleGHFXlQ0dKjWS4sOxeULx+G8uVkwuEjI2v9GmyFJQG1rF1Kj7Ym8sRTXNDDHlwBKje3dLtYMLqMd4y+t2IeVpXW49YRJqomCifxlrB/HOy1WGHVaaLU8Q7ZZ2dM2nD1tXRnr8U40LLMuBT65Ecg6HEjIA8IT7EnbjiYgY65zvbcvAmKzgZrt9uvS8HtAD+k8raL0aDxwxlTc9avJ2FjehLVlDdhf346GNnvCIDbCiKy4cMzOjsOs7FiEGcXuq0gUiNgeIfgoe2MmRYk/0dVYOh0rKjR42yMoK21DDfa2AA6HzIFTDa6ehMx90jYnIQIGnQYWq4RvdhzCNzsOqZYXpppw1eLxOGlKqstkrYOy/UJ1c6ectB1LcU0D21/vKmnrw7//ADsbxGE0Y3z9/kb87dNiAEB4iB7/HGQCYiJfGMvH8a+La3D16+sxLSMa7149P+gTt8pK21i2R3BpLMe7xwKkwIACyPF/Bw6/HohIsF9PLgTqSoCGfUDmXMAYCVjagK4We8JWkuytFLIOG/ZDDqu5VqhBh8Nz43F4bvywH5iIiEaH8rR7VgMEFrZHsAsx6BBq0CHCqEdbdw9qWgKnPcKeQ23y5dxE95OsGnRajE+IxK6aFtXtiyYk4KojcrEgL95tawUlewsTu76TkZEYKhr6J22bWGk7qh7/ukS+vL++bYA1iWgwkiThoS92wmqTsKG8CaW1raqWQMFI+UVbTBjfWxORginVeTnvGKCxDLD1AIYwYMltwFd32Jc5TuUzRgLH3DPshwvuGRGIBMT2CMGnvct5GnpEiPhnOIyl07GU7RHMHUHWHqFPpS1gn8yjrbsHh8xdkCTJoySnt5UqKm0Hao8AAEsmJWJXTQv0Wg1+NS0Nv1k0HoVppiE9XrKi0rZGMRnZWIprGpirStuGNiZtRyvGV++tx4rSOvl6dXPgfAlEwW0sHMclScKWA83IiY9AdG8F6Zp9DSg95PxfyOOV+ou2aFbaujQW4p3I62ZcZP9xmH89EJsDbP8A6GgA4icAh10NxI0f9kMwaUskGLZHCD5t3c7kWDDMTj6WTscK6krbPj1tAftkHgebOtDVY0N7tw0RIf6P1z29H1R1Wg2y491X2gLArcdPwpETk5ATH4GU6NAB13XHXdJ2LMU1DazcZaXtCP7+le0OxrDRiHFJkvCoosoWsPeGtlhtA7YlIfKFQD+O91htuOntTfh0SxUy48Lw6fWLEB1uwBury1XrNTJpi+be9ghaDRAVAO9VAlGgxzuR3xQstf+MEr67IRKMNgAq18i3OhTJsfAg6CWu1Y6df10mxYzDwVa50rc9AqCuVmkOgB6/NpuEvXX2pG12XDiM+oFjS6fV4LDx8cNO2AJQbVutSNqOpbimgblqj8CJyEYnxleW1mPNvgbVbZKknpCTyF8C+ThutUn4wzub8emWKgBARUMH7ltWjLrWLny+rUq1bgOPV/IXbdFhhqDv7+tOIMc7kc9Ye4BOs/3HZlUvs1mdy6zDP+OSf2lEgsnMyvL3EMjHgq3StrCw0N9D8FhsuAFRofbXRHnqYTBQt0ewJ22VfeFGVHk4Sg42daDTYp/NNXeASchGk6tK29qWLmSOz/fJ45N3WW0SKhrtSdtURYI+2L60cWWkx25JkvDY17vk6+kxYfLlKrZIoAAQqO9PrDYJf3xnMz7aVKm6/Z31B3DLO5thsUqq2wPh/7O/OdojcK4I9wI13ol86pu7gIeygX/kA6016mVttfbbH8q2rzdMTNoSCWb//v3+HgL5mLLSNhh62m7bts3fQ/CYRqNBQYq952lVc2dQTUakao+g6Gnr0NTh/+dizxD62Y4WU6hefj5qzF34eHMlFjz4HY5+/CeXFZoikSRp8JXGuGpzp5wAmZwWDUeBFpMgIz92769vx4byJgDAhKRIXDDP+SW1stUIkb8E4vsTm03Cbe9twfsbDwIADDoNzpqVIS//YVdtv22C/Usmq02CudP+xXN0GPvZuhOI8U7kc/t+tJ/yk38cYEpTL4tKASadbF++dzlgswF7vgN2f2O/7CEmbYkEo9eJn7Qjtbau4GqPYDCMrTfQk1KdMzDvrG7x40h8S9UeQdHT1iEQkljK6ufcxIH72Y4WjUaDlN5q2/L6dtzyv83ottrQ0i3h8T69OkXywcYDmPP3b/Dkt7v9PRSv2l/fJl/OiQ+Xq7TYHmHkx+7tlWb58slTU1WVtvrSL+29fwXp/0tjU6C9P7HZJPzlw214Z/0BAPYWP/88fyYeOWsqFuTFq9bNjg+XLwd7T1tl+6ZYTkLmVqDFO5FfNFcAGg2QWOB6ecIE++9D24FnFwGvnQG8eTbw8Q0ePwSTtkSCSU1L9fcQyMc6LMHVHiEvL8/fQxiSSb2VtgCws8o8wJpiGazSNhB62u6pdSbY8nzUHgEAknqTtt1WG7qtzm/aP9x0EKWHxEzsP7t8L+pau/Gv70rRY/W8umCsUVZLZ8WHyx/4gz0JAoz82F1c1SxfLkw1qVqNBNNZDBS4Aun9iSRJuOvj7fjvGvskYzqtBk+eNwMnFKVAo9HgwTOmqr7ov3ZJrnw52HvaKo8nbI/gXiDFO5HfdPe+7+ty8xmv0/neBUmFwEXvAnN/C+z81OOHYNKWSDAVFQf8PQTysWCrtN2xY4e/hzAkrLQFQnsn+AqknratXT3YsL9Rvj7eR+0RAMiVtg7xEfbnxSYBj38jZiWqY6KobqtN6P6j5YqkbWZcOGJ7P/C3dVvR3SNustoTIz12FysqbQvTTKqewY0BULlPFCjvTyRJwt8+LcZrv9hbpmk1wOPnTsfJU52FHZlx4XjgjCkw6rVYmJeA02akwzGXcbD/PTUpvlRmewT3AiXeifwqPN7e/mDHp84EroOlw5mcjUwGznweyDsGmHGRfZmHRlSStWZfA15csRcbypvQ3GFBdJgBs7JiccWicZiTEzeSuyaiYTLyVJWg0x5kE5GFhoYOvlIAmZjsTNru8GHStqm9G++uP4DDxsejKD3aZ4/r4EjaGnRa6HpnGFZ++Gn2Y0/b7ZXNuOHNjdhbZ6+0zY4P9+kHs9QYZwxPSonCfy6fi+Me+x5NnTYs21KF6480oyDVNMA9jC1Wm6Sq3KpoaEdmXPgAW4xd++udb9iz48JVVVpN7d1ylXUwGumxu7j3TAVTqB7pMWHoUiTBm1jJTAEgEN6fSJKEBz7fiZdXlgGwn7X76DnTcMq0tH7rnjo9HSdPSYVe5/hi1YDGdkvQnxnQrEhax7A9gluBEO9Efpc2HdhVBZgPAC+fCCz8PRCbDTTuB1Y+ATT1tk9Im+HcpmoLEJXs8UMMu9L2hZ/24vznf8HXxTWoa+2CxWpDXWsXviquxnnP/YIXV+wb7l0T0QgkJib6ewjkY+1BNhFZVlbW4CsFkIgQvdwrrqS6BVabbyZjevjLXbhv2Q6c/tRKrNhd55PHVGrr/TIh1OCMSaNeK1eD+6PSVpIkvPbLfpz+1Co5YRsZosffT5vi03GcPSsDCZEhKEo34eVfz0GSKRS/WZAtLxett21DWzeUc5CVj6UJ14bYJ9XRHkGjAdJjw1T9EIP9lOORHLvrW7tQY7ZXaxekmqDRaBBq0MlftgT7c0uBwd/vTyRJwiNf7sJzP+6Vb3vozKk4fUaG220cCVsAiO096yPYk7bKiVJjWGnrlr/jnSggTD3XeblqM/Dur4Hnj7L/rtrsXDbtPOflGRcCN231+CGGlbTdXNGEBz7fCZubWYBtkoQHPtuBzRVNw7l7IhqBg5WV/h4C+Ziqd6he/KRtScnYS2hNSrFX23ZYrD5LWP2ypx4AYLFKuOq1ddh2sHmQLUaXo21HiF79VsPRIqG5wwLJzfsIbzB3WnD9fzfizg+3yaepF6Wb8OkNC7FwQoLPxgEAeUlRWHP70fjk+oVIjbZPpjQ9qhXJphAAwFfFNdh6YPDXq8dqw81vb8KlL60J6A/Z9W1dqutjKmk7RI59SzWFIkSvQ1yEs9K2sS24TzkeybF7R5XzLIXCNGcVuqNFQpOPjydErvj7/ckrq8rw1A975OsPnDEF58zO9Hh7RzuXlq6eoG7n0qSqtGVPW3f8He9EAWHyacCE4+wtEjQa+2/Hj8OE44DCU4f9EMNK2r6yqgw2SYIG9lNxT5qSiksPz8FJU1LlU3NtkoRXV5UNe2BENDyhoSH+HgL5WEdvRWOIXgetVuPn0XhfRESEv4cwZMpT3X0xGVmnxYoyxSz2bd1WXPbyWtUkSd7maI+grLQFgOjeysNuqw3tFmu/7bxh64Fm/OqfK7BsS5V822Xzc/6fvfOOb6O+///rtCxvy3vv2InjxNkhJIGEECBsWmYLHdCWFlq65/fXlrZ08S2F0vbbXUppoYxSoOxNIJDEWc5w4hXvbcu2rL3u98dJp5MtWdJpS+/n46GHNU53n/O99bnPve/1eb3x78+di+r86MSTRMKAYVy/V1VWBj6/01XU477XOnyu462OSTx9dBjvdE7ioX2xO8NpWuueUE7UpK3GaOG9ICsd6vqF9gjJTDB998IiZE6cxcisNju0psj0JwThjWiPT4QzXX90dTNu2hSYElIl7K+iaGEUbWbJHsEvoh3vBBEz3PAIsPE2gFkgnmKkwMZPAdf/PajVizI/bO1TA+CmfT1zx1bkZbiSRFNaE67+7T4Mzxpw0LEcQQSEcxpi457otiNOUeWoot0EIsJ4UzQmKsXFxdFuQsAsL3YlGU6ParBnVckSSwdP94QWC10YprQmfOyvB/HUZ7e4nbfDgdVm5/0mlfKFSluhr60F4Rzys44byD958QzMNq49mUoZ/vfa1bikObzHIFCKi4txfUM2fv/OWQzPGvB2xyQO989gfZX3Pv3UiCuR9cHZ6Ug0UxRTWnelbSRvHkSSrnGXGrQ6j4tsskdwEUzf7UtpCwBqvQmZysT3dSdil2iOT8bmjBia4QrbbKrJxS3nVPn4xmJy01391YzOgsLM5PQsFd5gI6Wtd+JxPE4QYUGWAlx2H3DBd4GhQ4BhBkhVAeUbgNScoFcv6gp/ct4EBsCVLaWLLvzyM1Jw1ZpSfjmCICLL6NhYtJtARBg9r7RNjqRtT0+P74VijBUlkS1G1iHYxh076lBXwCWQeqd0uPXhQ27F68KB0LIjReZZaQuE19d2zmDB5/5xBHf/t51P2LZU5ODFu7bHXMIW4OI6RSbFXbtcattf+lDbCo/zscFZGMyxqTScWqC0HZzxv2JuPCG0tFjpKP6nShcqbZPbHiGYvrt9hJuhIJMwqC/M4N8vEhR2S/b/LxF9ojk+Odw/wz/fsMTNvqUQKm3VMWy5E25mDQKlLXnaeiUex+MEEVZSc4BlFwKrr+P+hiBhC4hM2soc02+1Rs8Xfc73ZUkwTZcgYo20tMSsyE14x1mILEWe+H62AJCVleV7oRijQpXGF+A6MxZ+e4QOgeJvU00uHr51E++X2jY4izv/eQQWW/j86pzWCIAnpa3ronAujNMvv/ivo3j5lOsm1qe21eDJ27egIjc2+0hnXH9oXTlfuG5f9zQ+6PGuoBUmbS02Fof6Y3OG0/QCpa1aZ8a8MfESbMcFvtGrnUnbNKGnbfImQQDxfbfRYkP3pBYAUF+Y4XYjqFigtE32/y8RfaI5PhH2/xuqRSZthR7cSTwzgOwR/CMex+MEEVY0I5zStm+f54dIRCVtK3LTwAJ48vAQ9nZOun32Tucknjg0BMaxHEEQkSUzI8P3QkTCYLOz/DT0ZFHa5ubmRrsJASORMGh0FCMbVBvCnrASJvOWF2ehXJWGh2/dhMwUburwWx2T+M7TJ8JWuEeo5PXmaQuETxmnMVrwdgc3PslSyvDnj23A/7u8CYoY/o0441ouleCLu5bx7//ytQ6Px2mhbzEA7I9Ri4SFnrYA9ztINJzF/mSC3zvZI7gQ23d3jWthc/i9CK0RAPekLSltiWgTzfGJUGm7rlJc0jY3jZK2gEtpyzBAppKStt6Ix/E4QYSFs+8Avz0HuH8l8JfdwMOXe3hcIXr1oq5ezmsoAMBdMHzioYPYcM/ruOSBvdhwz+v45EMHYbRyqq/zHcsRBBE5xicmot0EIoK4J8diNyEVSvr6+qLdBFEIfW07x8NrkeBM2mYpZbzCdnlxFv74sQ1QSLk4efLwEO57NTyVf4UFgZQL7BGEqpW5MCVZeia0/PPLVpfgwqaisGwnlAjj+qo1ZbylRWvfDN7tmlq0vCff4qVUudFkWrfYLivRipHpTFZ0O+KusTiTv1lB9gguxPbdpwXFG4VFyACgOEvoaZu8SSYiNojW+ERvtuKUw0JkWWGGaB9WN6VtEivX1Y5zVpZSDinNHPZKvI7HCSKkjLcD/7wOmOoAWNb7A+KFMqKu8G/bVoNsh78LC24w3jk+j2mdiW9KVqoct22rEd0wgiDEkUFK26RCL/CwdCbjEh2VKj6L7bn52o6GL2k7p7dgTGMEwCVqGcZ1wbGlLg/337AGzrd+81Y3HvmgL+RtENojpCxRiGzGEJ4kVpcgaVtfmLnEkrGDMK6lEgZf3t3Av77vtc5FatszHryRjw/Nuf3vY4VJj0rbxErato9q+CT66vJs/n23eE/ypKLYvrt9iaRtiZvSNrn/v0T0idb45NjgLK9GF2uNACyYGaBLzptMdjuLsTluDCXsX4jFxOt4nCBCyge/BWxmR2IWnERfcO3l9lwkoq7wi7KU+MPN693u4gkvJVRpCvzxlg0ozKKOjiAiTaqSfnfJhLt3aHJ42sbrjQmh0jacvrZCP9uG4sX/q8tWl+D7lzfxr7/33Cm8fHI0pG1wi8uFhcgEnraaMCkPuwVJ22WF8REvC+P60uYSLHdMsW8bnMUbp91nUXQIYsjpgWu1szgkmCIbKyz0tAUST2krLELWXOZK2sqkEmQqOVuSZFauAZ777ve7p/CbN7vwr4MDeOvMBNpHNJjWmtxuUjiLkAHAigVJ2+xUOW8NNCMyyXRyeA7ff/Ykjg/Nivo+QTiJ1vjkcJ+r319fJX7KOnnaAhPzJlhsXP9TrkqNcmtim3gdjxNESBl4n0vMFiwHttzpSt7eeQA4/5vc6zUfBb7YJnoTMrFf3Fybh7e/vgNPHRrCkYEZzBksyE6VY32VCh9eX44s8n8hiKgwOTUFuu+ZPAiVtsniaTs4OIji4uJoNyNgnB6XANA5rl1iyeAQJm0biz0XifjE1hqMaUz4/Ts9YFngK0+0YUtdPj+LRsiExog7/nkERdlKPHjjWr+mCurM3pW2KTIJMpUSwAzMhqkQWbeb0jY+LioWxrXEoba9/ZHDAIBfvtaJC5YXQuL4/wuVth/bUo0fPd8OgPO1jTV7KqenbW66gq9IPjiTYElbtyJkOW6f5aYrMG+0YibJ7REWxnj/tA43/+XAIpsPgJs5UpCZguJsJe8VXJqtdEsqAQDDMJwabgaYEdGf2OwsPvuPwxiaMeCtjkm88/UdbrMTiDik4yXub+OeiG86WuMT4c26DVXirwLI0xYYnnWdm8pyKGm7FPE6HieIkDLvKHrccBGQLhh/FzQCO78NTJ4G2h4FKs8B1t0iahNBXeFnKeW4dVsNfvORdXjkts34zUfW4ZNbayhhSxBRhCp5JhduSdsk8bTNz8+PdhNEkZ0q55OiI7PhK8IkVGA2Fnm3BvjmJY24cAXn9ao329x8I4U8/EEfDvXP4IXjo3i/Z7G3qid0Qk9bDwrwIsdMnFm9NSzF0LomuIRmukIaN9MbPcX1RU1FWOVQbbaPavDKqTH+M6dvcU6aHFe2lPLvx5qvrd5shcHCxUNDUQZSHfGQaEpbp0pTLmUWKdydM9M0RgusNnukmxYzLIzxE8NzHhO2AGC22TE8a8Dh/hm+2ObCImROnP2JwWyD0WLzuIw39nVPYWiG648H1Pqw3lAjEp9ojE/sdhZHBrikbX6Ggp95IYasVDmc92WTdWaAsz8AgFJK2i5JvI7HCSKk2B3jjtRcQCLIg5oc4oqiVZza9sDvRW9C1BX+9nvfxPZ738TjrQMeP3+/ewp3P3cKdz93SnTDCIIQh1wmWkBPxCHCQmQpsuSwR1AoxBXYiAWcFwDjGiPvPxdqOsdcSYelkrYMw2BrfR7/2pvH6IlhjWAZ/5LNQnuEVA8K8MJMrjia2WbDfIg9WA1mG3/RVV+YETeqOU9xzTAMvnKRy9v2/tc7YbOzmNGZMTHPWQ40FmWiIDOFVxSfGJ6DNoZ8bafmXRf++RkpqMjlfgNDagPsYfoNRBqtyYqzUzoAnA3Kwr7Y6RPJssBcmHyc44GFMT6ucdlmXLe+HHddUI8bNlTg/IYCLC/ORO4CVe2168s9rrdYcGMmUHXg44cG3V6/3UHFXAnxRGN80jWhxbyR6/PXV6mCOudJJQx/czlZC/sNC26ql5E9wpLE83icIEJGqmN2g9UIKF32WDj6D8A4B3S/xr2e7hG9CVHZnaEZAxiAP0Es5NSIBg9/0AcGwN1XrhTdOIIgAmdarUae78WIBCEZ7RFGRkZQVlYW7WaIojRbidOjGlhsLKa0Jl4hFipYluX9ckuylchOW3rmS4XKpcgRqkuE62sfcU37dhY484XOTQHuWWnrTAVPaIwhnaHTM6nl7aTipQgZ4D2udzQUYF1lDo4MzKJzXIvnj4+4xY3T93ZLbR66J7Sw2Vm09qmxs7EwYm1fiimdKzGXn5ECo8WGznEtzDY7xueNKMmO/4viU8NzfMytEhQhc+I+5diCvIyUSDUtplgY4xMaI3ZJOPuPa9Ztxrl1i1VbJqsNExoT0hRSr/+34mwluh3PZ/QWlPjZnhmdGa+dGnd77+2OSdx+fp2fayAId6IxPjnUr+afbwjCz9aJKl2BGb1FtEd0vDMsGAuRPcLSxPN4nCBCRmYRoJsADDPAst2u91/5DvdwokgXvYmwXOEHOjWJIJKajpdcjxCgyskJyXqI+ECoaPSUHEtEioqKot0E0Qin2gVrkTBvXHxBNa4xQeO4odqwhMrWSXmuqz2ekrYT8yZMaV1qm/E5P5O2bgXyvCttAWBCs7hIVTD0TMafny3gPa4ZhsFXL2rkXz/wepdbYSanb/HmWtfF+tEYKkY2LYifvHQFKnJdNwoGphPDIkHoZ7uqbHHSVli4dzZJ1WvA4hh3qsUBoDDT8w2sFJkUFblpSya6iwU3MWYDmNL9zLFhmBfYVRzqV/NK9UG1Hj9/+QyODc76vU4iuYnG+MStCFl18FUtnDeZtCYrzNbks3Mhpa3/xPN4nCBCRvFqbirV+CmgdB2QLZgV5LyjzzBA4yWiN+G30vbfh4cWvXd8aG7R+waLDU8d4d7zp1gJQRAEIR6DJfmUtvFMSY4ruTAya8TaSnHr+d3bPfj5y2fwoXVl+OX1a/j3zwj8bJcX+07aClUkQx4KQwmTgwAw6q/S1rS0bUdhlksZNz7v3zr9pUvgSbksjpK2S3FuXR421+TiQK8avVM6/P4d1xQrZ4E7YYJ6xM/keiSY1gqUtpkpyFC6hp4Daj0218b/3BBfSVuVQPGuTlKfSE+Ma4xw9kBFWeLVxyVu9gj+qQNZlsXjrS5rhHPr8vB+zzQsNhb7uqewa3khbnu4FZ3jWvz53bP4zUfW4eKVVHCHiD3aHH7aCpkEK734PgeCsNjfrN6MwhDPCIp1nEpbhUyC/PTknBVBEEQAtNwIpOYA8nQuOXvlg8C/bgYsjusqlgWKVgK7fyR6E34nbb/2VBuEKVgWwPPHR/D88RGv3/F215wgiPAxMzuL2KobToQTYcGnZEnajo+Po7JSZLYzypQKpoKPzolX2j51mEs2PH1kGF+7qJFX8HaOz/PL+KO0zVTKkZMmx6ze4lFpe0pgjQAEoLQ1L12ITKi0HZkNcdJ2wvU/WFYUP0nbpeLaqba9/g8fAHBXKDY49rEkyxVbYzGUtJ0SJG3z0hVuN/QHPcRcPHJiiPudKGQSj7879yRIck45BhbH+MS8CVUAFFIpMlLE+/EL7UL89bQ9OazBGUcxv7WVObhtWw3edxTxe7tjErN6M1+UzGJjccc/j+CBG9bgCkHRP4JYSKTHJ3Y7y/ej1XlpIalt4HaTKcmStizL8rOgynJSISEB2pLE83icIEJG9Tbu4aTuAuCuI9wsaoMayFsGNF4KSMWPc8JSschZVuKSZrojTRCRJi83eD8rIn4wJGEhstLS+L1odrdHEJ9Ymxao9V4/PY6PbakGAD4JAbgUmL6oUKVhVj+H0TkDLDY75FJX8v/UAqWt3562brYdi28m1Ba4fJ3++l4vbthYgfwQ+Xx2T3CJFoVMgnKV+CrakcZXXG+qycX2Zfl4t2uKf68sJxWZDj/grFQZUuVSGCy2oG4IhBqhvUZeRgqyBEpbb8Xv4ol5o4UvQraiOBMKDzfPVG6etsmrtF0Y4+MaI6oA5KTJgiqeJCxE5q+S+fFDrmLK12+owJa6PCikEphtdrx1ZgJvnXEvSGazs/jiv47CaLHhug0VottKJDaRHp9Mak28hUFFiM53wptMyTYzYM5g4W86k5+tb+J5PE7EIX37gPcfBEaOAdox4IZ/Aisu9758+3PAob8AYycAqxkoXA7s+BZQf6Frmbd+CrzzM/fv5S0DvnAouLZmFgMbPhncOgQEJMtiHQ/G8WA9PKQSBmU5qbhtaw2+fnGj13URBBEeLNbYqRqeqMwazHjy8CCOO6akRRP3gk/JobQ1m+P3IkI4jVesp63VZndT673WzhXSsdjs2Ns5CQCQSxm//VzLHZ5tdnaxQnNh0nbOYIHB7Nu33s3T1sPNhKaSLKypyAHAJaC//fQJsE7fpyAwW+3oc/ik1hVkxJVNkz9xLfS2BdwtMBiG4eNrdM4Ykv9nKBDeYMjPULgl0gdCmLQ1Wmz48QvteOSDvoju+8lh12/EUxEyYLFyLVkRxrjBbOMLGgs9f8VQmKlEqkPR3zul83n8jw/N4olWzsotVS7F5atLkKaQ8b7QYxojf4Nq1/JC3LSJU5LZWeDrTx3HIx/0BdVeInGJ9PhEeONL6BceDLlpyTszYIiKkAVEPI/HiTjEogeKmoHLfuHf8v3vA7U7gY8+Cdz+DlC9HXj0RmC0zX25ghXAVztdj1tfCX3bg8RvpW3vTy/jn9d8+wUwAP7n0hX41PbacLSLIAiRaDQakMY9vDxzZATvdk/i9fYJ/GijMapTx/TCpG2SKG2npqZQU1MT7WaIojhbCYbh7I3EqiEXJn0+6JnGnMGCD3qmeVXj7qYij7YEnigXFNoYnNHzF34ao8VjUm1MY0RN/tIVUHUOBbhMwsBTMxiGwce2VKNn8hSg5xLPTx4awvUbg1Ow9U/rYLNzCZugipAJC0M27gmqTf7iT1yvqcjBruWFeMOhAlyopi7OVuLslA56sw3zJiuylHJPq4kobp62GSlIVUhRkJmCyXlTSJO2v3qjC396txcAUJCpjNhsrxPDs/zz1WU5Hpdxs0dI0orsgHuMTwi8rLNTg4tTqYRBXUEGTo7MQWO0YOLQMy7LhAW/3zmDBXc+eoQvQPaJrdW8Wv38hgI3JbuEAb61ZznqCzOglEvw0L4+AMB3nz0Fo8WOT59H10CEO5EenwwKvOjLQ1Q0SzgzINmUtlSELDDieTxOxCHLdnMPf9mzQEF74feBjheBjpeBkhbX+xIZkBlAUb27cwBGAlz0I2DLnY7X/ohEGOD7av+3I0CULGtTdS421eSiJJs6M4KINQry86PdhISn21Gd3mq34xWHyjFa6AX2CMokUdpWVMTv1FS5VML7uQ6LtEdYeBFltbN4u2MC/2p1Tfe9caP/HmNC5eOQ2nXBcnqBytaJP36peofXcppC6nXac3aqHB/fUsW//sF/T2FgOrgkXtdE/BYh8zeuv35JI9IVUkglDC5aUBhJOE08GF/bzvF5/PNAv1+qal84PW2VcgnSFFwGv9JxY2By3hSSbbAsi+eOuWosPPhGV8TUticESttmD0XIAPckyLTO5HGZZEAY4+Ma1/8hJy34mwtCL2FhPyCEZVl869/HMejo59ZW5uAruxv4z3c0Frotf936CiwrygTDMPje5U24Y0cd/9mPXzwd0Tgj4oNIj08GBefsUClthTeZZpItaUtK24CI5/E4kYTY7YBJC6Sq3N9X9wC/aAQeWA38+1PA7KDn77vBcgoct7fYpR8QP14QdYX/+O1b8K/PbMFlq0tEb5ggiPBgMMZOAZpExGy1Y0zjGtS9emosiq1xL0TmyUsxEdFqPV+QxwvOG55TWhNM1sATVmrt4ouof+zvxzsOa4SynFRsq/f/5o1QnTMkUO0IrRGEqtVxP3xttQ57BF/FhdZWqnD9hnIAnNXHV588xitlxdAtSNYEpbSNAv7G9fLiLLz99Z149xs7eYsJJ0L7jVGRSds5gwU3/OED/M9/TuLrT7X5/oIPph3xmpeewifwKwXJBWHMiaVtaM5NIdU+quFtQ8LNCYdNTopM4rXwXUFmCp+wPj0673GZZEAY40KlbU6QSlvA/ffePe75t/T3D/rx0knunJ2dKsevb1rr5uFdV5CO6jwuNlNkEnxp9zL+M4Zh8I1LluNrF7mSvL98rRP/+0oHJW4JnkiPT9zsEULkaZubnrx2LqS0DYx4H48TsYFGo3F7mExhurn9/oOAWQusvMb1XvkG4Or/A27+N3D5L4GZfuChPYApwLFamMcBQRUiOzY4i+NDs5jTW+DtGuuLFy7z/AHhxuHDh1FQUACAq8RYWloKs9mMqakpVFRUQKvVYmZmBtXV1VCr1dBoNKirq8PY2Bh0Oh0aGhowMDAAo9GIFStWoLu7GxaLBc3NzWhvb4fdbkdLSwva2rgLME/PJRIJmpqacPLkScjlctTX1+P06dNQKpWorKxEZ2cn0tPTUVxcjJ6eHmRlZSE3Nxd9fX1QqVTIyMjA4OAg8vPzoVAoMDIygqKiosD3aVQPncmGhuK52NinvnnkZ8ihyBgWv09LHafxeTSXpqF9zAC7plX8Ps3rUJmbgpPjVsy2t7vv07wFfdNGqKTd/h2nKSOmtBZUZI9BO2nAjM6K6txJqMcN0BisqCtQBx57fVzn11Jjdt+nvnlIJAyaKg042TcPuUyC+jKt+OMkYzDS2hq247S/V4OafBX6p2dRlZeDIU0/JmdXoq/rdFR+TxW2EVSn2VCkSMfpUSPqyxYcp1j7PYWgj+ju7sbMzEzc9ntbMmcwpbSiWGnFe+8fwNrm5QH9niYkhbi4kBsovzOVhvPz9YBeixQmDecX6LGuOgUmk9HvfVJAgXKlBSuzTNBNDWNsLBuDg4Nguo7g2ow5zKdVYXmNCi/rTahOs2B8bBS9vUsfp3TWgHNUJlRlmzFnkGFAbYJR04oVChu6p4ywaFrRrLShfcyAq8qNONybgnrpNKDX4o9v52FDpkbUcRoam8XFhVpMm6UoVpjR2toq7jg5+708JdQdHRE55+p0OszMzAQUe62tJ933SSJBYwZ3nIaHh9Ar1wbc7x3uGQdrMWJHvgnW8S50DldhfqyP26c0O9qGdJ77cg/7VFNbh40ZamiVErDpqWhtbUV6ejqqM1n+OHUNjGB2QBNUH/H2MIsNOQbkKWxom1OiOs2Ct/ftx6ayHRgcHAzuOM1q0VScipOtrYtiT1VYgkbpBIpVUiizc3HsyGGvfcTuCglOjhlQr9DiZEcPslLl/vd7UgvGNBauLy9K5X5PFjtWlGk971OAxylSfbler4fNZoNGo8G4RolzVAbUKlRIVchx4sSJoI4Ta+T8aUtysjCtt0NrtOH0mB5K8wlUVlZi3+ETePXwOIpTZGjJNuLSdbVIserQ2nrKbZ++tyMfr5yexuYiBpa5SQzMue/T5sxZfPeCEjx3uBfFKVY8t/8MpPNj2F6Vhvr6+hgZl89DlS5DRvZYaMblMbFPAcSecAwb4X2anJxEcXFxxMZGmBvBxYVatM0pYZrqR+uwMeh9muk7jQsLdNivTkXaXB+OHbNE75owwrFnU6tRnGJFS7YRmB3B5KQ97vcpZL8nVQq0jvG3c586OzuRm5sbf/sUyHGSW11j2ETZpxg4TpmZmfw+lJSUQK933YD6/ve/j7vvvhsh5fiTwDs/B258FMgocL3vZrfQDJRtAB5YBZz6D7DuY57XdfX/cX/L1ru/DiMMK+L28JzBgtsfOYSDvb49Gc4KvHAJwi+cXoIR8hH0SbjbEyrvRMd65ubmkL3pRs/b8Hf9wuW9PRfZvkXfDfX6xX7fz/W/1z2Fh/b18m+/YV+P+65rwYfXl4d+m35w9W/34djgLHZJDuNPt2yAZMWlofufxiiTk5P8Ta545J7n2/Hn93qxS3IYX79oOZaXZAZ0fP62rxd3/7cdAJCukLoVo5MwwL5vXRCQfZHOZMXK73Om+5uqc/HEZ7cAAO7+319gcEaPt7EBj9y6CR/58wEAwCfOrcbdV670uj67nUXd/7wIlgVaKnLw7IUOxe4S/cnBXjVu+OMHYFmuiNozd27FylLPU82X4pIH9uLM2DxkEgbtP7xEvPo8Cp62oYjr19vH8am/cxVvv3ThMnzpwgYf33CHZVnsvn+vm2L5k1ur8f0rHMc7wP/LlNaEDfe8DoAr6PSXT2wEADx1eAhfe5K7APj+FU345Fbxnngsy2Lbz9/C8KwBMgmD2oJ0dDqUln/62AbsbgrAp8wTS/Sh73dP8b+Lj22pwg+vava6mp+8eBp/3HsWAPCXj2/ArhUBtEv4fxfi7RhEIX79QRjjP33xNP6w9yx2SQ7jaxc1YsWOG4JbecdL+OlLp/nYvf+GNZync+MezBksuPzX7/JTyT+9vQb/c1lTUJt7ZH8/vvvMSf71TZsq8OOrV0ESC8UPE/C8HxBR3P9Ij0+2/uxNDM8akJMmx7HvXRSSdc7ozFj7o9cAcD7PD9+6ya/vdYzNI00hDZlNQzS44tfv4cTwHCQM0HHPHjclftKyxPkk3sfjfpHs/WkE0Gjc7dhSUlKQkpKy9JfuzgZu+Cew4nLfGzjxFPDs54HrHwYaLva9/B93ALU7gAvv9r1shBDVE/30xdM40KvmXRlYLw+CICLPPE1VCR0dL7keDjxN5X05ihYJTj9IhVQaGxeLEUCtFmfiHiuUCnzS1PrApwAJPW2vXFPm9tmOxsKA/ebTU2TIdXjYOYuamKw2jDimCdYVpKMyz3UR5ssr1WCx8bOEMlL8K4a2qSYXt5/H+UVabCy+8ngbjJbArCNsdhZnpzh1YVVeWtzZhYQiroP1tN1/Vu2WsAWAJw8NYd4ornjWlKAIWV6GyydRaI8QbDGyY4Oz/JTWrfX5+MbFy/nPfvVGZ1inrh8fnuOfr/LiZ+ukpTyHf942OBumFsU2whifmHfFRnYIPG0Bd4uELkfi3pOP7TcuWe7x+4FwyzlV+N9rV8N52n3s4CC+9mQbrI4CZ4tYMJYgEpNIjk8sNjtf0DRU1ggAkJUq5+N6xg97hL4pHW77WysufmAvdv7i7aC96aOJ81xSnKWkhK0fxPt4nIgNsrKy3B4+E7aBcOIp4Nk7gWv/4l/C1qQF1L1ARmyVdRfVG71+ehzO1ICEYZCfkYLS7FSU5bg/SsnAmyAijnB6ASECD4laIUOCIgWpDo/CvZ2T0JmsHpcPNzpHIbJkKUIGLL4jG2+U5rgSa2IqM08JvnP1mlK35OQNG8UVhXD62o5pjDBb7ega18LmSHatLM1GYaaSL4w66sPTVicojpem8N+F6cu7l2FFSRYAoGN8Hve92hHILmBQrYfZyiVMlhVm+lg69ghFXAfrafuPA/38c2diVWuy4vFWf4oyLGZa4L+cl+EahFfkusaHg0EmbV84Pso/v2xVCXatKERzGRdHJ4c1ePPMRFDrX4oTwqRtuY+kbYXr82NDc0ssmbgIY1zojR0KT1vA/XffNcFZMvnysQ2G6zZU4Fc3roXUkeF6+ugw7vrXUb4fIpKPSI5PRmeNvD2hsE8NFqmEQY6jeOJSYxSdyYqfv3wGF92/F284+lmrncX+3umQtSWS6M1Wfn/Jz9Y/4n08TsQZJi0wepx7AMBsP/fcWTjs9buBp293LX/8SeA/twMX3cPZHsyPcw+jYAz2yv8Afe9xXrYDB4DHPwpIpMCqa/1v16n/AP/6KPeY6Xf/bHbQ9dnJp0XtNiDS03beyF2QLS/Owr8+fU7I7pATBBE8JcWxdWcokWBZlk/aZinlWFeZg+fPACarHe90TuLSVZEvzqh3Km3jTFUYDHV1db4XimGESlgxSVthIbLKvDRc2lyMZ46NoCovDRcsL1zim96pUKXh+NAcWBYYnTOgXVCEbGVpFhQyCfLSUzClNWHcRzJQWBzPVyEyISkyKR64YQ2u+PV7MNvs+PN7vbhgeRG21OX59f14LkIGhCauc9MVUEglMNvsASttJ+aNeMWR3MrPUOB3N6/DZQ++BwD42/t9+OTWGvinm3bhprQVVCQvylTy7QxGacuyLF48wSVtZRIGF60sAsMwuOuCZfjMI4cBAL96owsXLC/ki6CFkhOO5KtSLkF9wdIxV5aTivwMBaa0ZrQNzoJl2bC0KZYRxrhTaauQSpEqDzSyPLOwGFnvlA4/fvE0/95917WgPISKRAC4oqUUKTIJPv/oUZhtdrx4Ygx2+1H87uZ1SXd8iciOTwZnQl+EzIkqTQ61zowZD2MUlmXxXNsIfvLiaYxrFs8WEjPLIxYYERYhI+GZX8T7eJyIM0aOAg8L7BBe+Q73t+UjwDW/4xKyc0Ouzw//DbBbgRe/xj2cOJcHAM0I8NRtgEENpOUDlecAn3odSPe/oDOOPAL0vAmUrgVUVe6f5VQA+mlg8ABXBK35QwHtshNRSdua/HR0js/joqYiStgShBjCOEVuZnYG8acxiw/mjBZ+mnBFbirWVamAM9xnL58ci1LS1qm0Dc1FbzwwNjaG3NzcaDdDNG72CCKSttM610VSbroC91yzCrtWFGFDtUq0gqxcoCoZmjHg7U6XOrGplFMtlmQrMaU1YVJrgtVmh8zLtoSq8zRFYHHZWJyJr1/ciB+/eBosC3ztyTa89KXtnDelD7oESdtlRfGXtA1FXDMMg+JsJQbUen7arL880ToIq0O2df2GCqwszcZ5DQXY2zmJoRkDXmsfxyUBDvmEStuCTJfSViJhUJ6birOTOgyqDaITmEcHZzHiSBBsW5bPq8N2NxWhqSQL7aMaHB+aw1sdE7hgeZDetguY1Zv5hPPK0myvvwcnDMOgpTwHb5yZwJzBgv5pParz00PaplhHGONOpW1Omixkyc2MFBnKclIxPGtAv1qP37/TA7ON8xn+9PYaXBisv7EXLlpZjD99fAM+8/dDMFntePnUGA72qrG51r8bTkTiEMnxiXCWQnmIfWRVaQoAOujMNpisNqTIuHP5yeE53P3cKRzqn+GXVUgluLi5GP9tGwEgbpZHLCCcSUdKW/+I9/E4EWfUbAfuXmKmkjMR6+STL/he53UPBdcmAJg4DTAMULnF8+flG4CB/dxyIhF1dffRzZVgARwZmPG5LEEQAeBjar4/GI2Be2QS/jGkdg3oylWpaCzORJaSu/f15pkJmKyBeXAGi83OwmjhpmEmk9JWp9NFuwlBkedQQwKAWmdx/DXj1VNjvEfxUkw7Er0ZKTKkyKTISJHhipbSgL1shQiTtscGZ/Fa+zgATlG+oYobkBdlcVPvbXYWU9qlp0w6CURp6+S2bTU4p5bb5vCsAXc/d8qv7wmVtnU+VI+xSKji2ulrqzFa/bZtsdtZPHaQm17GMMBNmyoBALdureaXeeJQ4BYJ7kpbd48yp/2CwWJbMp6W4nVHnAJwu2nGMAy+eOEy/vWvXu8KubftyWGXGt2Xn62Tlooc/nnb0GxI2xMPOGPcYLbxs/ZyUhVLfSVgnGpbO8vy8RcqH9ulOL+hAPdc7SpE988DA2HdHhGbRHJ84q60DW2SUSWYGfFE6yA6xubxnf+cwBW/ec8tYXvhikK8+uXz8L3LXYX9xgK8YSiGv77Xizv+eThoex0hw25K2/gtphZJ4n08ThAhQe+whEnxIpuTO/oTg/jcqair/B2NhdhYlYt93VO445+Hsa97Cv3TOgzPGhY9CIKILGWlpdFuQsIyNCtQNeSkQSaR8ModrcmK97sj6+NlEBRqUiZR0rahoSHaTQgKiYRBicPXVq03wWZn8dE/H8BnHjmMLz1+1Of3nepcYWGnYBFOGf7zu2dhsXEJrq31+fwNgeJsV9JtbAlfW6GnbbqIpK1EwuAX17Ug0/Hdp48M46UToz6+BXQ7PCwZRmTSNgQ3zYIhVHEt9LVd6jgJGdUYXcW86vL56t/nLStApuPGVMfYfMBtcfe0dY/XUBQjax91JU631btPZbuoqYj3SG4bmsPbnZOituGN48Oz/HMxSdtjSViMzBnjE/OuuAz1jL2GIveLplD72C7FlWtK+aKOL50cdbtpQSQHkRyfDAqEBBUhVtrmCzzIv/vsKVz8wF48emCALzJam5+Ohz65EX/++EZU56cjL10BuZRTzIdbaTuhMeJHL7TjxRNj+MoTx0J2Q26YlLYBE+/jcYIICXJHfzG43/PngwfdlxOBqBHMef/7Fg71q8GCmxJ8y18OYOcv3sb2n7/p9jjv3rdEN4wgCHFMTob2wpRwIVTaljmKPlyy0uUh/LLDDzJS6AUqupQkStoODMS/gsmZWDOYbTjQO43TjuTTK6fG0TvlXblgsdkxq+fUubnpoUvaCouYzDjWDwDbl7kSYUIlrzfPOpZlsbdzin8dqD2Ck3JVGu6+ciX/+jv/OYGJJRKQLMvyStsKVRpfJDCeCFVcFwuStr78h51MzruSS7UFrin7EgmDWscU/pE5Q8AFloRWHkslbcWqpbrGuWOemSJzS1YDDrXtrnr+tS+17VsdE3jl1JjfCYATgmJiq30UIXPSIliuLQmTts4YF/pghqoImZOFftbh8LH1RopMiuvWlwMALDZWlDqdiG8iOT4RKm1D7cF63YZyqDzcUElXSPHtPcvx8pfOw85Gl4e+RMLws3H8vVkolsEZA588bu2bweunQ1Ns0l1pq1xiScJJIozHCSJo8pcBLAv07gXeux98B8WywHsPAGff5hQlecuWWsuSBHWV73SgYr09QjwVjSAI35gtFt8LEaJw+l1JGAaljgTWeQ0FfBGV106Pw2qLXNVonWAqvdNvLBkwGuPTL01IqSAB+szREbfPHjvofRA8oxcoFxdMNw8GT1MBVxRn8RdhANyej3u4KGNZFj976Qz+9n4f/945QXg6fmhdGfY0czdFZvQWfOPfx72OK0bnjPzvIR6LkAGhi+sSwXHyV/E0JUjaChVWAHjfVZYFJgNUDjptDxgGyE1zT9pWBKm01Zqs/EX2sqIMj76oFzUVY3kxp7w8NjiLd7yobQ/2qvHJh1px+yOH8cj+fo/LLOTEMJe0TVNIUeunsjsnTYHqPG6/T45oYIng+SIWcMa4UGmbE2KlbX5GCtZVqsAwwNVrysLmY+uNj2yu5J8/emAAdjtdCyUTkRyfOJW2RVkpIa9rsK5Shf3f2YXHP3MO7tq1DDsaC/CJc6vx1td24Pbz6zxacjlvnM3qLX5ZPc0ZLAF7rwPuNxkB4N6Xz4Rk7C1U2pZSITK/SITxOEEEzbKLXM/f+CHwsyrg/7Zwf9/4geuzhktEb0J00laYnCUIInaoqCiPdhMSEqvdzg8ui7OU/FRLpVyKncsLAHDT1lv7Iuf1rRdMQ0+RJ4/SdsWKFdFuQtAILwiEakQAePLQoFd/ZGHhsrwQKm1TFVLkL1BCbm8ocHtdvEQykGVZ/PiF0/jD3rP8e/dc3YxmP6eNe4JhGPz4mlV8EvHtjkk86iWh7VaELE6TtqGK62KhItpPxZNwGvfCpG2NoFiWp2S9N+x2Fn3TnGo8Lz1lUaGuYO0Rut2OuWcfMYmEwRd3Cbxt3/Cstn3llGuWxP++3LEoKbAQtc7M38RbWZoFqcT/QlpOiwSz1S7KciKecca4m9I2LbSetgBwx446PHjjWlzREnm7qKq8dJzn6DuHZgx4p4tmPyUTkRqfGMw2vt+uCJOSPEUmxebaPHxldwP+9slNuPvKlSjM8q5ADeTcMzlvwrk/fQPn3/s2X8DMXxbajnRNaPH0keGA1uEJ503A3HQF0hSiarV7Joq2S+EmEcbjBBE0Gz8FZLhmHsCk4YqOmVwWXkgvBDZ9SvQmRF3lP/bpc/x6PPrpc0Q3jCAIcYyO+PZ+JAJnbM7EV1ZfWKX3YoFFgvDiP9zo3ZS2yZO07e7ujnYTgqbEw9S7bMc04Rm9xavVhtAjNDeEnrYAUCa48FOlybGuMsftc7dp94ILMpZl8cPn2/Hn93r5935yzSrcfE6V/xv3clGTm67A/167mn99z/OnPdpHuBUhi9OkbajiWmgT4K+KyT1p6x5XYpO2XRNa3spj7YJYAtyVtmLsETrHXQnPZUXej/nFK4vR6PA5PTowi3e7phYtc6DX5Uc+b7LiZy+dAcAlFv609yx++VqH2//IqbIFgFVlOQG1u6XctXyy+do6Y1xodZIdYnsEgLvhE9KkS4DcLFDb/tNP5TaRGERqfDIkLEIWYj9bsbj5qfuY5fF+zxR0ZhvMNju+8dRxt/7cF55uqv3ytU4YLeKLAZutdv78Vk5+tn6TCONxggiatFzgpseA9AKXNYITluUSujc9BqSqRG9C1FX+ObV5fj8IgogsVpv4QQvhHeEAuXzBtKmdywv5AgyBeCIGi1vSNsRT42IZSwJYgCycepeZIsP9N7Twr71VHp8Ok9IWcK8+/eF15YsK9xR7uCBjWRY/+G87HtrXB4CbBv/zD69ymyIcLDuXF+KjjvUZLDZ8+fFji6ZCOouQAfGrtA1VXAdy4exkSnAzID9zgT1CnitpO6Hx3x7hoCARurkmd9HnGSky3pdZTNK2S3CRv7D4lBCJhMFdArXtA693uvXRcwYL2kc0bt/595Eh/G1fL6749XvY3zuNUyMaPCyw/TgpTNqWZwXU7kQvRjant2BO7zmWnTE+IUi6hLoQWSxwwfJC/nf45pkJtxkSRGITqfGJ0M+2IkaSjMLZOGOapW8YChOvBosNn33kMOaN/v3vhDfQqhx2M2MaI/4RxA2SsTkjnE4mlLT1n0QYjxNESChbD3zhCLDn58DKa4DaHdzfPfdy75etC2r1IZFmGS02jM0ZoRMUxSEIIjpUVQWgbiP8ZkjgdVWe6z6gy1LKsdVRuXx0zojjggI14URYiEyZRErb5ubmaDchaISetgBw/cYK7GwsRJ2jCNTBXrVbItKJWnCxsrCwU7Csq+TuACukEtzkIemakSJDRgqnXhvTGGG3s/jusyd5D1uGAe798GrcsDF0CVsn/3PZCt4L9NjgLH73do/b586CVED8Km1DFdd5GSmQSQKr4i30qs1P9+xpCwRWYOZAr5p/vslD0hZwKcRGNUavliDe6BQc86WStgCwp7kYDQ417pGBWbzX7VLbHupT8xfrwoT33f9td9vfw/0u65vjQ7P880CVtitLXUnes5PaJZaMP04Oz2HLz97A1p+/iYHpxYl4Z4wLFduhLkQWC8ikEuxczk2VtLPAyGzgvp1EfBKp8cmgWjgmjT2lra9zz0J/9LNTOnxzCd96t+8KEr53X+EqWLqve/EsCn8Zmg1fUbdEJhHG4wQRMlIygM23A9c9BHzsGe7v5s9w7wdJUFf5z7WN4Ipfv4eV338F5/7sDTx2cAB7Oyfx9Sfb8I2n2jBnoLsvBBFpBqmSZ1gQXnR5qkR9icAi4eUIWSQkqz1Ce3t7tJsQNEJ7BIYBPnFuNRiGwU2bhEVsFlceFyptc0NYiAwAbj6nCvff0ILHPnMO6rwUVnKqbcfmjPh/z57EP/Zz/Q3DAL+4tgXXbagIaZucpClk+OUNa+C0Dv3VG1044bg5wrIs72lbnKVEljJOkkALLCFCFddSYRVvMYXIMt1vBmSnynlVt7/2CCzL4qAjaZuukKKpxLMa1elry7LuRWD8wam0zVTKUJS19G9hodr2V6+7vG2FyeX/d1mTW1JVSNvgLGyO7O7JYU6Zm66QolaQ1PYHpVzKF98KtLBbrPOzl85Ab7ZBa7J69HJ1xrhTaZsql/KFPBONfMFMCFLaJg+RGp8IZyeEy9M2UDzNxvHG1LzrN+G8yfjiiTH8RWCz5PW7gn5zS10ePy4QzhgJFDdhRoz8P+OBRBiPE0RIGTsJHPor8O4vub/jp0KyWtFX+T958TS+9K+jODUyB7vgrlhtQTqeOjKEpw4P4eWT5K1JEJHGHqGp+cmGM1kmk0ig8qAMurCpiB84vnzSg0VCGAoRuBUikyXmha8n7Pb4r7iepZTzCatzavJ4xeG168v5qsz/PjK0yKMtnPYICpkE16wtx/oq755LzumPBosNjzosHCQMcP/1a/Dh9eEtgriuUoXP76wHAFjtLL70+FEYLTZMac38TeKlvE1jnVDGtfPieVpn9svnz3kRnKaQevQCdfrazhksfq1vQK3nE3PrqlSLipA5qRTMWgikGNm80YIRR1KgoSgTDOO7ENilzSW8dcah/hm838PZN+w/67Jx2FKXh3uubobC0d6Pb6nCGoedgc5sQ9fEPKa0Jr5gzcqybEgCKELmpNBhQTGhMUXMTifctPap3RTMkx4S/M4Ydyb/C7NS/Dp28YiKkrZJSaTGJ272CLmxoQwtEcwg8qW0FSZef/KhVfzzn750hr/h5w3nza6cNDmUcil/A3thgbJAcE/axsb/Mx5IhPE4QYQE7QTw8JXAH7YDL3wVePNH3N/fbwP+fhUwPx7U6kUlbd/qmMCf3uUqRC8capar0niVwl4PxR4IgggvNTU10W5CQqLWcYNBVZrc40V6fkYKNlZzU4B7p3Ru1ezDhS5JlbYtLS2+F4oDvnZxI7544TJ8bEs1n9TPGXwDl60qAcAlyF484X7zczqM9gj+IFTSAJyq84Eb1+LqtWUR2f4Xdi3DqrJsAEDPpA4/e+mMexEyLwrheCCUcV2crcQuyWHskhz2y4fWqVDKz/CsWK0OsBiZUL3qyc/WSaXIYmTCY+6vh7FEwuALC7xt540W3p+2sSgTuekKrK1U4dUvn4cX7tqGH1zVzBcxA7hCZsIiZKsdsRgoBY6krclqx3yCWIvd/1qn2+sJD8WCWlpaYDDbMG/k9rko03sl+ngnl5K2SUkkxieDaj3vhy2TMG7J0mhSkJkCqWN87FNp6xjLSCUMrl1Xjjt21AEAbHYWn3/0CCbmPX+fZVlepVvgOF85i2dOa82ib4IJZ3qUUdLWbxJlPE4QQWExAA9fAfS967kQWe9e4JGrueVEIuoq/5EPOKNvhmFwi4fq0GsrVGCBRYUdCIIIP729vqcWEYFhtNh4KwLVEurGS5oFFgknw2+RkKyFyNra2qLdhMBwqqwXKK3TFTKsLsvhlbVOhEW8Hl1QkEztZo8QhaStoNCIVMLgwRvX4sqW0ohtXy6V4P4bWvibFH97v8+tQFQ8K21DGdclWUJvwaUHiWarnVcq53u5EVAjTNp6SMYt5KCbn633orTCqueDAdgjCD2Ml/nwsxVy2aoS1DuSvK19M/j1m928n+05ta7kcnV+OlaWcgnZ2gLXvh/pn8HJIWERMnFJ20JBsjKQ4m6xyoGz07xy2YmnpG1bW5tbMqbQh61FPKNKc/2WZvSUtE0Wwj0+2ds5ict//R7GHf3G2socPlEabaQShp9F4K/SNi9dAYmEwVd2N+DcOu5cMTFvwhcePbqo4CjAiRUMjtkezpuMzptgZpsdGoO4m2DCYsPkaes/cTceJ4hw0PoXYLLD9ZplXQ/n68kznF2CSEQlbdsGZ8EAuHRVCX541WIDaqcSx1/vM4IgiFhGLbjgyk3znii7eKX4pK3NzuJfBwfw6IEBv/3AhYXIUuTJo7RNdDZUqdymcXeOuwqSOe0RMlNkUbHE2Lm8AAAglzL4zU1rcdnqkoi3ob4wE9/as5x/LfSQro9jpW0ocfMW9DEWm9YJ/Gy9KG3dkrZ++OS29nFJW4VMgtVLJDaFXoyeCld5Q/ibaAggUS+VMPjCBfX86z/uPcs/31zrOblcmZvOey4eHZzFcYHSdlWQSlvAvahOvHL/652L3vO2X+OCJHVhrChtvdxYCwZS2hKh5slDg/jEQwf5MWJNfjp+9uHVUW6VO85zz5TWBLPV89R5u53F9ILZHTKpBA/etJb3Jz/Qq8YvXl3crwj91539qPC8JdYn3GmPkJMmR2a8+OITBBEbnH7O9XzrF4E7DwDfOMv93XqX67NTz4jehKirfOe0puXFntUNJscdMKstMXy6CCKeIHuE0KMWFDdQLTElvTQnFS2OBEX7qCagJMQrp8bwradP4Dv/OYEtP30D/++ZE3yhHW/oBd6SC9WaiUyiT8diGMar2tZ5oZMbBWsEAFhflYt3vr4D+755AfasinzC1snHt1RjW33+ovcDUV3GGqGMa+F02ZFZ/wvC5Gf6kbT1Mm3VydicEf2Ovm9NeQ6US8wCKMlW8gnRQDxtOwX2CA0BHvPLV5eirmBx8bBNXmwcFDIJn1zuntDyCenMFBmq8wIrQuakUPB/9jYNOF74oGca+89y/5Oa/HQ+geJpv1paWtA14TqvJfI0ZOGsHFLaJg/hGp/Y7CzueeE0PzPgwhWFePbzW2POEqhEcMPQm3hrzmCB1bEjwnNOfkYK/u+j6/hzwu/f6cErCwr7CpOy+QvsEQBxvrZWm52/uUkq28BI9PE4QfjFZAdXkbnpamD3D4CCRiAtl/u7+4fAyms4te3U4htR/iLqKj8rlStS0Tel8/j54YEZAOCr4xIEETnIHiH0zOhdytc8H/3axQKLhIWDzaUQ+iTqzTb8Y/8Adt+/Fzf/+QBebx/nq5YLESptlUlUiCwZpmN9aG05bwHw7yNDMJhtsNhc09hDXYQsEKry0lGYFV2FnETC4H+vW40spatoVm66IiqWEaEilHEtLEzzTufEkstOebgIXogwOelrOv/BPqE1gnc/W4BTVzkTd10T8/j208fxWvu4W5FFTzhvaGUpZW4JUH/g1LbL3N5bVpjhdd8BoFaQGJl1nA9WlmWJKkIGJI7SlmVZN5XtFy6oR3G2syiQedF5q62tDYf6ZvjXaytzItLOaCCclUNK2+QhXOOT06Ma/vx/XkMB/njLBmTFoCK0OMt17vE2y8P9nON+zl5flYvvXLqCf/21J9rc8g2+lLZikrZjGiPfV1ERssBIhvE4QfjE4hAdFDR6/jy/wX05EYhK2q4oyQIL4Lm2ETx1eIh/f1xjxM9fPoP3e6bBQPy0MYIgiFhCLZg+rEpfOkFwidAiIYCkrbAIj1A1+173FD7190PY8Yu38Od3z7pZJyRrIbJkIDtNjstXc16x80Yrnj8+4qbWyvURh8lASXYqfnS1y6LJ2+yfZKS5NJv3H95/Vo1TI3NelxUqlwq8KLhTFVJ+fb6srw72urxNfSVtAZdS1mJj8djBQXz674ew5oev4RMPHcTfP+hbVKBMY7TwfokNRZlgmMATp1e0lKJWoB4+x4s1gpNaD8rc1eU5AW/XiVvSNoiK59Hmg55p3r+4Nj8dV7aU8pYHNjvrMVl5qJ9bPkUmQXNp4l4npCqkUDpsi2Z0/lkeEYQ39p919au7lheKvmEUboRKW2++tu7nnMVjmU9ureatl+ZNVnz2H4dhcIx3PSV83ZK2Im6CuRUhy0lbYkmCIAgPpKq4vz1vLi5EZrdz7wuXE4Goq/xrHFWiLTY7vvEUd4eFBfCX93rxh3d6+OUiVU2aIAgXZI8QeoQXXKr0pZUNtQUZvMfi4f4ZTGiMsNtZdIzNLzkN1lmEh2GA9791Ab57eROq8oSV1Q2454XTOOcnb+Du507BaLHxg1gguQqRJct0LDeLhIMDvDUCEF2lbSxx1ZoyfPOS5VhbmYOvXuTlDnecEMq4lkgYXLiikH/90L4+r8v6o7QFXBYJWpMVWtNiJWzvlA5ffvwYb+chlTBYV+V7gPrtPcuxa3mh280qs9WOtzsm8b1nT2H7vW/h4vv34mcvnUFrnxodY67p9WLtMKQSBl+5qIF/LSwi6QlPU5CDESYI1cGTcVqIbKHK9q5dyyCTSpa0fiipXY5BNXeua6lYXIQx0chz3FybJqVt0hCu8ckBQXHHzbW+b4ZFiyKhn7qXIphTgrGMp3MOwzD4+YdX8zY2Z8bm8TdHwdFJT0rbTKHSNvDf2pAgaUtK28BIlvE4QSxJyRouWTvUCvz1Eq4w2en/cn8f2sO9zzBA6VrRm5D5XmQx16wtw9NHhrGvZwoMAE/3+rbW5+OKCFaUJgiCo7e3Fw0ro92KxEKtdw0Sc9N8KxwvWVmMzvFuAMA/Dwzg6OAs5N1nIJdK8KPGS91UVk6GHGqyokwl8jNScNu2Gnzy3Gq83TmBv73fj72dkwAAg8WGv73fh5r8dOgEU4gV0sS++BXS1taGjRs3RrsZYWddZQ6WF2fizNg8jg7MYl/3FP9ZXpQ8bWORz+2ow+d21EW7GUET6rg+tz4fTx8dBozAc8dG8I1LGj0WfvLH0xYAqvPTMdHHPR/XGOFMYw6q9XjwjS48fXTYbTr8joYCZKT4HmbWFmTgL5/YCL3Zive7p/FmxwTePD3hNrW2Y3weHePz+P07PZBLXaNOZ8E+MVy+uhTpjvZt9eCPLCQ/Q4G8dLlb8i2YpG2B4DjEq9J2X/c0Wh1WB3UF6fyYv8AtaWuCcDjy9N5j/PMNfiT04x1VuhzDswbM6M1gWYhShRPxRTjGJ3Y7yyvaVWlyNBTG7qwSv5S2HhKvC8lIkeFXN67F5b9+DwAnggCASQ8J32A9bSlpK55kGY8TxJKs/SjQ9Sr3fOgg9/DEmo+K3oSoq3yGYfDnj2/ATZsqIZUwYAH+IWEY3LixEn/62AbRjSIIQjwSuigIOWqH0lYulSAjxbeiVehr+6s3uviEq8VmR9vg7KLldSYrnwwQelFKJAwuWF6Ev9+6CW989Xx8VKC8fLtjglfaKuUSSGN0qlw4kEiSI0G9sCCZsNJ9PHu3Ep4JdVynyKQ4r6EAAGC22fHP/QMel/NXaSu0E5iYN2J41oBvP30CO3/xNp48PMQnbHPS5PjmJcvxm4+sC6i9aQoZLmwqwk+uWYUPvn0BXrhrG766uwFrK3MgPK1ZBEVuAy1CtpCdjYXY2VjoczmGYdz8VzOVMreZEIGSpZTxKlNfHsGxiCeVrfMctJSKuEPtutG4oToJkrYOX1ubnXUrHEokLuEYn5wZm+etsTbV5MasNQIA3kYH4IpSesLfc05TSRbSFNyYu9PhY+4p4VsQpKft8KzLgieRiyOGg2QZjxPEkjRdBay82t0aYaFNQtPVQNOVojchSmkLAEq5FD+5ZhW+efFyHB2cwZzBguxUOdZWqJBNBciISNLxEve3cU902xEjVFRW+l6I8BuWZTHjSKjmpiv8Uso0lWShIjeVnwYqZNSDH+TwrGs5Z5XyhdQVZOCeq5vxWvs4JuZN2H9WjexUrq9NV8gALF24J5FoamqKdhMixtVry/DTF8/AYLFhYt6/Cx0iPglHXF+wvAjSkwxsdhb/2N+Pz+2og3KBlcpSRWGEVOenY7/j+QvHR/H4e2+5JVCzlDJ8enstPrG1GplBFshhGAYrS7OxsjQbX9i1DFNaE97umMRbZyawt3MS8yYr8tIVWBPBQlZrK1V4/TRX1G11eXZQqkmGYVCYmYKhGUNcKm3f7ZrilW/1hRm8/zawtIq4X+eKvXWViZ+0Fd5c0xqtjnM1kciEox8/IPAJ31yztP92tCnK8q20FfrO5md6P+dIJAyWFWagbWgOgzN66M1W/nzFMK7fFzc253Ikk0HbI5CnbSAk03g8aChfkdh8+K9AYROw/3eAwVFwlWU5H9stdwDbvhrU6oMePWSnybHDD5UCQRCRob+/Hw2rot2KxEFvscFo5RQywmrQS8EwDK5sKcVv3+I8vmsL0gHHmNuTx5ew0E55rvcBI8Mw2OaY8myw2GBwKHdSFVIkU9L25MmTSTMdK0spxxUtJXji0JDb+6S0TTzCEdd56QrsaS7C88dHMa0z47m2EVy/ocJtGedFcIpMsqSdQY1AaTs6Z4TFoazNTJHh1m01uHVbDX8jKdTkZ6Tg2vXluHZ9OcxWO06PalCuSvXLfiFUbKx2+UiGIuFY4EjaqnVmmK32uPF3Xaiy/aJAZQsAhVkCewTBTUq92Yr2UU4t11CUgRw/z6fxjEqwj1qTFUVRbAsRGcLRjwuLkPkqmhhtFDIJ8jNSMKU1Ba20BbjZFG1Dc2BZoHtCyyttVWkKyB22YDKpBKo0BdQ6s6hCZM6kbaZSFrZzWKKSTONxglgSiQQ4/xvAeV8Hprq4xG2qCshfBoRgFnRQo12rzY6zUzrMGSyw21mPy2yO8ZMLQSQaMmnyFKSKBO5FyPy/yLxzZz2UMikq89KwvDgL9z64FwAwNrd4QOmWtPUxNWt7g8OnUgCn3ok/tZZY5PLkGlR/ZHMVJW2TgHDF9W3bavD88VEAwF/f68V168vdVKLOwi35GSlLqkcrc9MgkzCwOsZ7aQopPrm1Gp/eXhvRBJxCJkFLRU7EtudkY7UKX9y1DANqPW7dGnzBT+GU3mmdCSXZ8TEt953OSRwdmAXAJV8vW1Xi9nnhAk9bJ8cGZ+G8VFhfFbuFlELJQqUtkfiEuh8X+tlmp8qxvDh2/WydlGQrMaU1YWLeCKvNDtmCmgvOc46Ecb+x4YlGwf52jM3zCd+CBcne/AxH0lZrAsuyfs+EsNlZjDrEFGU58dEHxxLJNh4nCJ8wDFDQ4Hu5ABGdtL3/tU48tK/XYwVhJwzDoOcnl4rdBEEQIigpLfG9EOE3bkXIAkiUpSlk+MKuZQAAjdGV+B3TeFDazvi2R3DiqWBOmh8+u4lEfX19tJsQUVrKs9FUkoX2UQ3/HtkjJB7hiuu1lSqsrczB0YFZnBmbxwc90zjX0Y9YbXbM6B1J2yWKkAFcsvTqtWXY2zmJtZUq3HvVTuQlURwyDIMv7w7dQNxdkRofSVtOZdvFv/7iroZF/poLC5E5OeQoWgYAV6QcAzqGEn6aqPBGr2aJ6yUicQh1P945MY8ZfXz42TopzlbixPAc7CxnkbKwb3MmXnPTU3zWY1gm8C0/MjADk9UOYLGtQn5GCjrHtTBZ7dCarH5b9EzMG3mbH7JGCJxkG48ThEf69vlehpEAymwgvwGQBp6CFZW0/e1b3XjwzS6vnzPgipItMuAliHgnDvxoBgeH0NAS7VZEF5udxcisAeWq1KCrNc9oXQlXf+0RFpKZIkOKTAqT1ebR42toxqW0FRYi80RhphLLizNxZmyef89ZqCFZOH36dFJNx3IWJPt/z5zk31Olk7oh0QhnXN+6tQZfGDgKAPjLe7180latM/NDtYIl/Gyd7GkuwZ5mx43BJErYhoOCDIH3q4gpvdHg7c5Jvpjm8uJM7BEU3XSSIpMiO1WOOYMFE/Ou892hflfSdlmQBeTihTxB0lYnuHlLJC6h7scPnFXzzzfXxIdCvSTb3ddWmLRlWRbT/OwO3+ecRkFfsa/bZROxWGkrLEZm9jtp6+5nG/s3zmKNZBuPE4RH/naZ/xYIigxgwyeBC74LSP2/lhNloPV46+CSn1OqliCih4KmquCz/ziM7fe+hZ+9fCbg75qtdrQNzfLqWLXeVdRAbKKMYRj+u2NzRrALbmg5C5bJJIxb5V1vbFugtk1LsuImSqXv/1GicdWaUj45n5MmR4osuRL1yUA443pPczFKHRfSb5yZQO+UDoB7oShSb0cWN6VtHCRtWZbFA6+5e9l6U/05LRImNNxUZZudxVFH0rYgM8WvZE0iIJz6PU9K26Qg1P14PPnZOikWJG3f7ph0+0xjsMJs49SyBT5mdwBAUVYKMpXcGHdAYCW28HzlnrT1vz8dpqRtUCTjeJwgvMKyvh+meeD9XwNPfCygVYtK2o5rjGDAFaV4+JOb8PbXduDdb+xc9Nj7jZ1iVk8QRBAUFBREuwlRZVpnxmvt4wCA59tGA/7+YwcH8OAbXfjFK52w21moda6kbTA+os6LN73ZtujibdChtC3JUS7y/vLEtmULk7bJlcCrrKyMdhMiTqZSjm9fugJ56Qp87vy6aDeHCAPhjGuZVIKPnVvNv/7bvl4ALm9BgJK2kUaoFIsHpe3erim0Dc0B4FS2F69crLJ14kxIm6x2aIxWdI7P8+e9DVWqoGfAxAvkaZt8hKofN1ps+OF/2/HSyTEAXJGsFSVZIVl3uBEKC379ZhdePTXGvw70RiHDMG5qWycLE75Cu4RAipEJZ7pR0jZwknE8ThAeYVnvatuF77Ms0PkycPp5v1cvKmlb4ahufsXqUpzXUICqvHSUq9I8PgiCiCzDIyPRbkJUOem4qASA0TkDzA7/K7+/P8x9f3hWj95pHWZ0QqVt8ElbAG4Vdef0Fsw7LuZ8+dk62VyTB4UguZtsStvOzk7fCyUgt5xThcPf3Y3bKWmbkIQ7rm/aWIlUOXeD58nDQ5gzWNwubpNF/RgruCttPVdZjyU+6HEp/u7YWb+kt2Zhprv1g9AaYX2VKjwNjEGEs3OWqgFCJA6h6MdPDs/h8l+/h786bq4BwM3nVPn0f40VVpfn4KsO/2+WBb70+DGcdnjyT2kDP+d4slMJldJWaI9QlkN5i0BJ1vE4QbjxxTbOOpNlgTUfAT7xAvD5Q9zflpu495ddBNz2KrDlTlcS9/i//N6EqKTtx7dUgQXwVscEjBabmFUQBBEmlMrkVkudGJ7ln9tZYHh2ceEvb2hNVjc7hCMDM/xrpUyKNLl4RasqzXXxJvS1HRT62fqZtE1VSLGh2nXhm55kStv09PRoN4EgQk644zo7TY5r15cD4BT/j7cOuF9A+zFVlQgdQqWYaKVtx0uuR5gR3sBcVpix5LKFme4J6UN9Ll/OjdXx4csZCoQ3aylpmxwE049bbXb85s0uXP3bfeie0ALgCkB+7/ImfP2ixlA1MSJ8/oJ6XNlSCoA733zq4UOY01sWJG39O+c0Fi3ubxYqbd1mLghmkPhCeI1AStvAofE4QQDoeYNTzi6/DLj6/4DqrUB+Pff3mt8BjZcC3a8BI0eBi38MNH+YS+SOHPN7E6LkWbdsqUbPpA4Pf9CH7fe+hQsaC1GUlQKpZHEO+IsXLhOzCYIgRKLKSR4Vy0IsNjtOj867vTeg1qMm379BRY9jkOzkSP8MZh1Ve1XpiqCmdApVuuOCpG0gRciEbFuWj/cdyqdks0coLvY+LZcg4pVIxPUnt1bjkf39AICH3+93m+JO9giRRfj/jgdP2xmhv7uPopwLE9KH+jilrVIuQVNpFtAdnjbGGnKpBJlKGeaNVrJHSBLE9uN9Uzp8+YljODowy7/XXJaF+69fE5eF+xiGwb3Xrkb/tA5tQ3MYnjXgiUODkEtd42h/PG0BoMEPpa1wXWKUtukKKXLSvNStEN4Ui+FC1NGAxuMEAeDAH7m/Rc2ePy9eBXS8CBz6K7D5dqB+N3DiKUA35fcmRCVtrTY7f8d4SmvCk4e9FyajpC1BRJbRsTHE3/AuNHRPaGG0uqv/hYULfNG1IGkrvJDOFVmEzInwItdNaasW3uX3f2rWZatK8OAbXTBa7FiXRNNNAaCnpwe5ucmj1iKSg0jEdW1BBi5YXog3z0xgeNaAZ44N859R0jayyKUS5KYroNaZ48LT1nkDE4D35IaDQkFBzeOOhA0A1OVIIffDtz2RyE1XYN5o5W2QkpIkSnoF2o+zLIt/HhjAj184DYNj9qqEAe7cWY8vXLAMCln8/l6Ucil+cV0Ldt+/FwDw5pkJrKvK4T/395zTUOwhaZvpfuPIzR7Bz/7Ubmf5QmRlqtTY9Np2/nZi9HdD43GCADDjsLLpeAHY/hVAJujbbFZOhQsAM33c39Qc7m8AfY6opO2v3ujCv48MYanNsMCSnxMEER7S0pLXk+nE8Nyi9wamdX5/v3tB0laIL2WRL4T2CGMaV6J2UKTStiovHa986TxoDFasKs8GOoJqXlyRlRUfxTgIIhAiFde3bavBm2cmAMCt0GIBJW0jTmFmCp+0ZVk2ukkDH8kBp9I2VS6F0odVkDCWXj7pKkK0umRpW4VERJWmQP+0HjqzFTa7Hck1Lyb5CKQfn9AY8Y1/H8fbHZP8e9V5abjv+jUJ4/1cX5iBqrw09E/r0dqndvN59jdpm5+Rwt/gArikdl66+3fzBP64/iptp7QmmG1c3QuqwyMOGo8TBID0AkAzDIyfAn67CWi6GsgoAnSTwOn/Auoe13IAMDfE/U31/4aHqNt3Tx3mNsQu8SAIIjpkZiTfRZGTk56StgEobbsn5r1+lhtEETLA3R5hzE1pG7inrZOqvHQuYZtk0F19IhGJVFyfW5e3qBq3QipBVmpyFTSMBZxTes02OzSG2FZizjitgnyobAH3ImtCz8hz6gtC37AYJ09w7teZqQ5IouNvP/7C8VFc9MBet4TtRzdX4sUvbk+YhC3A2SRcsLwQAGC1s3j99AT/2UK17FI0CHxtc9MVi4qyyaUSfgbAlJ+etoMz5GcbLDQeJwgAq67lPGoBYKYfeP9B4NX/AfY9AEx3c58xDLDqOm6ZgQ+4v4Ur/N6EqBH6rN4CBlx1yPtvWINyVWrSTXciiFhlfGICMZPGi+C0nmmdmb84bCnPxqkRDax2FgMC+wFfdE9oUQcgRSZFcXYK+qddCdVgk7YZChlkEglgX1iIjGtfikzit79XstPX14eCguS7+CcSm0jFNcMwuHVbNb757xP8e3kZwXl2eyWJpkWLwc37VWtEth8J0WjAsizmDFwiJNuPWSeFHs5lDANkW9Uelk5shDdstUYrSJeW2Pjqx+cMFnz/2ZN45tgI/15BZgruvXY1djYWRqKJEWfX8iI8tK8PAGC2cspWhgFyA5jB1liUif1nuf7Dm0I3PyMFswuKnS2F8IZSWQ4lbcVA43GCAHD+N4GBA1wy1ttYunILt5zFyNkkFDcDTVf5vQlRmdblJZxC4/yGAtTkp1PCliBiiIwkVdqeGJrln1+wvIi/az4wrQPL+tb/Gy02XpVbnK3E+kr3u8fB2iNIJAyvAhjTcElblmX5QmQx66cVg6hUiaNCIQgnkYzrq9aUud2IIj/b6CBM2k5oYtfXVme2wWLjzqP+KG0zUmRIXWCh0FiUifLCvLC0L5YR/s6S2tc2SViqH7fZWXzsLwfcEraXrirGK186L2ETtgCwqSYX6QsK5uamKSALIH8gLMbmTeCQ77BI0Jtt0Jt9/9aEhYDJHkEcNB4nCADyVODj/wV2/xDIq+eUtc5H/jLgonuAjz0HyJXc41OvA599D1h3i9+bEJVt/eIurrjYK6fG/OoUCYKIHKlKpe+F4pjDrz6Kh//2O0weesbtfaGf7Y7GAlTkcgMwndnm5tvojd4pHeyO3G5pthJrBcUSACA3I7ikLeC62J3VW2C02DClNcNo4VQHgVojJDPJemOCSGwiGddKuRQ3b67kX+eHoH8jAqcw03W+ngyg4nmkmRGcQ/25gckwjJtFAgBsqFYlZd8t/H9pTZYlliQSgaVi/NjgDNqGuLFqplKG+29owW8/si7omVyxjkImwfZl7mrMQG8UNgqKkXnzX3cvRuZ73D9E9ghBk4x9OkF4RCoDtt4FfL4V+M4w8JV24NtD3OtzP899HgSivt02OIem0iycGtFg+8/fwq4VhSjKUnJTfxfwxQuXBdVAIoGgaZIRYXJqCol633N0zoA/vNMDG8tCY7DgCxu4901WG86Mcn60mUo5VpVlozLXlQQdUOuR52OA2CUoQlaSnYrS7FQUZysxNmcMeBqXN1SCwgljc0ao9a5BZSBFyJKdwcFBFBcXR7sZBBFSIh3XN2+pwkP7+jBvsmJ1eU7Etku4iBel7azelWzM8dPCoTDT3WJoQ1VuUvbduYLCS1ojedomOkvF+N7OKf75dy9rwjVryyPVrKhzwYpCvHzKVZQwED9bAFhTkYOW8mycGZvH1WvLPC4jTNpOak2ozFtaDDEsSNqWUdJWFMnYpxOETxTp3COEiEraPvBGJ5yTeNV6M1+YzBOUtCWIyJLIlTz/dXAQNofVQfuIBkaLDUq5FIf6ZmC0chdDzaVZkEgYVOW5J23XVi6dyu4WJG1Lczj10/XrK/DowQGcU5vns1q2PwinlY7OGTEx7/K2palZ/pOfnx/tJhBEyBEd1yK9wwszlXjqc+fizJgGlzTTRVc0KMx0TzLEKjP6wJS2wOIpzOurVLDO+VcgKJEQ/r/mSWmb8CzVj+/tchUd296QXOOYHY3BKW3lUgmeuXMrDBYb0hSe0xfCPscfX1unPYJSLnErGEj4D43HCULA4EHg/V9zf/VTwIU/AMo3Amff5j7fehdnpSCCoHS6zsStN7dIcmckiMgjlyVmBXCrzY7HWwex0vHabLPjQK8a5zcU4O0OVzXa5jKuDJub0lag9vFIx0tIPduNXZIZAEBJNpe0banIQUtFTsj2QXjxNqYx8Orghe0llkahoME1kXhEI64bizPdpp0SDiJURNNdaWtcYsnoIkza+q+0dVk/FGWloFyVihFD8vXduQsKkRGJjbd+fE5vQdvgLACgoSgDJdnJpewszFSipTybt4cQ46POMIzXhC23Ttf/3lfSlmVZvhBZuSqNakqIhMbjBOFg/++BV74DwOFl6+xTlNnA2z/lXufVAauuFbV6UZ62pdmpKM1xPcq8PEqpEiNBRJxpdWJWZ36rY5Iv4OXEmax9u4NTLzAM0FzKJW0rFtgj+GJ0jlu3TCLxWuQgWIRK25FZI55r44pRSCUMNtfkevsasYCRkRHfCxHho+Mld7ubWMLZtlht3xJQXCcfQqVtx7gWdrvvopnRQGiPIEZpu6E6FwzDJGWMq4RJWxMlbRMdbzG+r2eKr5uw0N81WbhgeRH/PBzFLwPxtJ3WuWpKlFG+QjTJ2KcTxCIGW90TtkIKlwP5Ddzz7tdFb0KUJG/fty4QvUGCIMKLKicn2k0IC48e6F/03judkxia0aNrQotKCVCbn4EMJdetLfS0XQqb3Y5xR0K4KEsJqQd/7lAgvHj7b9sInyg+v6HAp+cu4aKoqMj3QgQRZ1BcJx8ZKTLUFaSjZ1KH06MaPPxBHz65tSbazVqEW9I23T+lrfAc7LwpmYwxLpx2PU9K24THW4zv7XRZI5zXkJxJ22s3lOOv+3phtdmxu6kw5Ot3S9r6UNpSEbLQkIx9OkEs4oPfAKydU48tuwjoetX988rNwFQnMHJU9CbCk5kgCIIIIUMzerztGPDmpaegvpCrVnp2UodH9ruSuasc1ggAV5DMOS3RV9J2Yt4Eq0MCUZKjXHLZYBAqlM6MuawRvBVVIAiCIBIXhmHwo6ua+dc/e+kMeia1S3wjOgjtEbJT/VPaXrSyCFevKcUVLaW4fkNFuJoW82Qp5ZA4ZkmS0jY5YVmWT9oqZJKknVlVlpOKA9/ZhQ++swv1haG35ckXzlwYmwe7UPEmwOlnC1ARMoIggmRgP5ewrb8Q+OgTiz/PruT+zg2L3gQlbQkiwZiZnY12E0LO462D/GyD7cvysbosh//soff6+OfNgqQt4LJIGNMYYbR4r9o8MuuyXSjNDl/SNjtVxl+8OUlXSLF7Bd2pDoTx8fFoN4EgQg7FdXJybn0+PnFuNQDAZLXja0+2wWqzR7dRC5h1K0Tmn9I2RSbFA2vH8Ot1Y3whz2SMcYmE4W/YUtI28fEU4z2TWow4ZlZtrskNSWHbeEUplyJL6V8fEijFWUoUZXGJ24N9ajx2cNDzgh0vQdb1MnZJDgOIYiHgOLVyEpKMfTpBLMLgsKas2Oz5c9YxprOKr10gumLRxLwRv3mzG3s7JzE6Z4TFwwCTYRj0/ORS0Y0jCCJw8nIT6w6+xVGADOC8X7cty4fGYMHTjhkGZkffk6WUo2pBMa+q3DS0Dc6CZYHhWQPqCjI8bmNsztWJloTR20oqkaAgU45m7fsAgDfs63FxczFSFck7gBdDaWlptJtAECGH4jp5+eYly/FO5yR6p3Q4OjCLP757FnfsqI92s3hmRHjaeiIuYlyYRAlRITpVugIwUCGyZMBTjO/tnOKfn5ekfraRQCphcM/Vq/Dpvx8CAPzw+VPYVJPLz84TMqV13YgiewTxxEWfThDhRpEOGOeA+VHPn48e4/6m5ojehCil7YzOjKt+sw//2N+PfrUeZpsdLLD4scS0BCLJieNiMbGOxZpYFwVvnJ7AxDznTbVreSFUaQpU5qYhO9X9Tv3KsixIFshY3Xxtpz1bJMzpLegYd1kVhFNpCwDFCyoGX0PWCAFjNi9dYIIg4pGEj2s673slVSHFL65bzc/EuP+1TpwZ00S3UQKcSluGAbJSxavkEj7GvZDrSHQbrbYlZ/0Q8Y+nGN/b5fKz3d6QH8nmJB27m4rw0c3cVGSjxY4vPX4UZutiYZnQ87acCpGJJln7dIJwo7CJK0B2/Emg7z3X+1YDcOivQOcr3ACqaKXoTYhK2v5h71m3Ku6M4yF8TRBEdNBoYudCLxQ8enCAf/4Rx0CMYRisLM3GLslh/rFKYJngxFsxMo3Rgn8fHsInHzqIDT9+DadG5hzr5QqRhZMSwfoLMlNwbh0N4ANlamrK90IEESoilGykuE5u1lfl4jPn1QEALDYWX3m8zWOyIRo4lbbZqXJIF3r8BECyxriweJvQH5hIPBbGuMlqw/6z0wCAoqwUNBaF3suVcOf/XdaEuoJ0AMDJYQ3ue61j0TJqHfc7VMgkbgXMiMBI1j6dINxoupr7a54HHr6Ce86ywFs/AV74qssewbmcCEQlbZ1m6qo0BXavKIJTT/vDq5pxTk0eWADXrCnDvde2iG4YQRDiKMhPnCTgwLSe72/KValu08qERccYBlhZmrXo+5V5rqTtmTENnj02jE89fAgbfvQ6vvpkG97qmITF5poRsLUuH3JpeK2+iwVK3itbSt0vgEmF5hcVFclb1IZIXCiuiS/vXoaGIm4qb/uoBr95syus2zs7qfXLZ9WZaAzGGgFI3hjPEySFJjRLV7Un4puFMd41roXRwl2wb6nNA8OQtCncpCqk+NWNayGXcv/rP+49i/e7XclFlmV5e4TynNRFs/QI/0nWPp0g3Fj/CaC4GXwBHobhHkLXgeJVwNpbRG9CVHZiUK0HA+Dy1SXYWO3yz7zlnCo8+unNWFORg+ePj6IqL0rG3gQRKwgVWhFSaxmM4k2uY43HWl0q25s2VboNrJpKsyBzvK4vyEBGymKLbqHS9rGDg/jiv47h9dPjvA8uwNkhXLyyCP9zWRNfDCacrK9SAQBkEgY3bKTBjhi02tirrk4QwUJxTaTIpPjl9Wv4c9tv3+5B2+BsyLfDsix+8N9TuOC+d3DFr99bcsq+1WbHvMOLNcfPImTeSNYYF/rt907potgSItwsjPGeSdfrxuLF4gIiPDSXZePrFzcC4PImX3miDTMOda3OZIPJyvV5ZeRnGxTJ2qcThBsyBXDLs0DdBVyH43wA3N+6ncDNTwNS0eXExBUiMzo6uqJspVsSxWy1QyGTYGdjIY4NzuL+1zrx6KfPEd04giACJ1FOoGarHU8e4gqQySQMrttQ7vZ5RooMn9hajcN9M7hijWcj/KIsJRRSiVuSlns/BZeuKsHlq0uwtkIFSVfkpitevroENdMNyFTKUEXT5EQxMzMT3QY4b7yEqEgNQQAxENdETNBclo0vXLAM97/eCZudxVefbMOLF3Pj6yUJ4Ibw/a934aF9fQC4JOJbZyawx4uIds7gKkKWE4SfLZC8MV6Tn46DjudnKWmb0CyM8Z4J15jcOWWfiAyf2laLdzonsa97GmMaI77znxP4v4+uc/ezpaRtUCRrn04Qi0jPA255Ghg/BQzsBwwzQKoKqNjMqXCDRFTSNlMpx6zeDLudRbqg6vmhPjXOrc9Ht+MEdWJoLugGEgQRGEWFhdFuQkh4rX2cn7500coiFGYu9prdUpuPLbXe7SCkEgaXrirGM8dGkJ+hwJ7mEn6GQLSmQzEMg2aBtQMRONXV1dFuAkGEHIprwskdO+vw+ulxnBieQ/eEFs8cG8L1GypDsu6H9vXiwTfcbRdeODGKPes9L+/0swWCt0dI1hivLXBVrz87mRg31gnPLIzxnklXkr6+MANE5JBIGNx33Rpc8qu9mNVb8NLJMTxxaBD1bklbmhUcDMnapxOEV4pWBlVwzBui7BFy07lB26ze4jb9+PZHDuPSX72L54+PAADsQh8HgogmSeQVOp8gSttHD/bzzz+yqUr0en55/Rrs/fpO7P/2Lvzo6mZsrs0j/6o4R61WR7sJBBFyKK4JJ3KpBPdd38Kra19tH0fn+HzQ6336yBB+8N92wXa4c+Ebpydg8lL0bFZQOCsnyKRtssZ4ZW4aJA4vU7JHSGwWxrhTyCSXMm7XzERkKM5W4mcfWs2/vvu5dpwadRVsLsshpW0wJGufThCRRpTStrE4Ez2TWvSr9VhXpUK6Qga92Qqt2YozYxqwABgAGwR+twRBRAa9Xh/tJgRN35QO+7q5artVeWk4ty5P9LokEsatIBkR/2g0Gt8LEUScQXFNCGkoysTXLmrAT148A5YF/vpeL+6+ciWUcqnvL3vgtfZxfP2p4/zruy6ox6TWhMcODsJgseHk0CzWexi3uyttg7NHSNYY5yrUKzAxb0LvlA4sy1JBqgRFGONWm51P0lfnpUMW5kK3hGcuaS7GTZsq+L7uHUeBY4DsEYIlWft0gsADq30vsxCGAb7YJmpzos4e5zcUYFVZNmx2Fkq5FF+6cBmcmlrn33SFDN/as1xUowiC8BMPxc1Kiouj2KDQ8NhB7wXICKKuri7aTSCIkENxTSzktm212OAoXjmpNeE/R4dFrWf/2Wnc+egR2OzcKP1jW6rw5d0NuHRVCb9Ma7/Am1AwrpgRKm3Tg1PaJnOMF2dzySG92YZxjcnH0kS8IozxoRkDX1OBrBGiy3cvb0Jt/mJP4YgXIkuwmZ/J3Kf7RYIdb0LA7AAwN8j9DeQhElFJ2+s3VOC5z2/DXz+xEQDwqe21+P3N63HF6lJsq8/Hx7dU4/m7tmFFCVXJJIhIMzMb36bwFpsdTx4eAsBNJ7t2fbmPb8Q5dEIPmLGxsWg3gSBCTsLEtYebiYQ4pBIGv7iuBQqHQu9Ab+BTUU8Oz+FTDx+C2WF/cGVLKe6+YiUYhsGW2jxePds2OOfRIkFojxCs0jZhYlwERVkp/HPytU1chDHe7VaEjJK20SRNIcMDN66BTCACkUkYj/UyCP9J5j6dIPyCYbhHkIiyR/DExSuLcfHK+Ff4EUS8YzTGt4LjyMAs1LocAFy/kp+RsvQXiKRDpyNPQCLxoLgmPFGdn46agnR0jM1j3miBzmRFeop/w/exOQM+/sRBaE1WAMDOxgLcd30LP3tFJpXgkuZiPHZwEGabwyJhQf2MUBYiS+YYL85yJYd6pnQ4t957EVUifhHGeI8gOU9K2+izujwHX72oEYdePQSA68+kNJMvKJK5TyeSnBVX+E7GDhwAtOOxlbQlCCI2KCstjXYTguKdzgkAOQCAj2wOTbVsIrFoaGiIdhMIIuRQXCc4QuVx456AvlqUpUTHGFeIbHzehFo/krbTOjN++VoXpnXNAICN1Sr830fXQ77AV/PSVSV47OAgAM4iYf2C9QiVttmpwSltkznGiwRJ295JSnQkKsIYJ6Vt7PGZ82qBzlwc7ldjR2NBtJsT9yRzn04k0kyumgAAwoxJREFUOTc84v2zoUPAGz8AdBNcwpZlAZkS2PRp0ZsTnbTtmdTioX29OD40hzmDBXaWXbQMAwZ7v7EzoPUeODuNP+49ixPDc5iYN+EPt6znFbwWmx2/eLUDb5+ZxIBaj0ylDNvq8/HNPcvdBkNbf/YmhmcNbuv9xiWNuGNHPf/69KgG33v2JNqG5pCXrsDHz63GZ89392V54fgo7nutA0MzBtTkpeNbe5Zj5/JC/nOWZXH/a514rHUQGoMFG6pVuOfqVajx4JlDEJFicnIS8RqBI3MG/sK0Nj8dW2rFFyAjEpeBgQGsWrUq2s0giJBCcU14Qzi1fkJj9OjNKGTeaMX9r3VgWsfNvFlRkoU/f3wjUhWLi5jxFglGziLBYLZB6PI4K1TaBulpm8wxXpztuk45O0X2CImKMMa7BUrbusJ4HZknFlIJg8+dXweDpRqpIos6Ei6SuU8niEVMnAbevAfoeJF7zbKARAasvwU47xtAVsnS318CUUnbQ31q3PyXA7w/1sJ0LeN4T4wQWG+xYUVJFq7bUIHP/uOw22cGiw2nhjX4wq56rCjJwpzBgh/8tx2fevgQ/vuFbW7LfmV3A27cVMG/zhCoEuaNFtzyl4PYVp+HH1+zCmfG5vGNp9qQpZTzyr7D/Wrc9a+j+MbFjdi1ohDPHhvBZx45hOe/sB2NxZkAgN+/cxYPvd+H+65rQUVuGu57tRMf++sBvPbl80VX9yViBKciJkA1TCxgtlh8LxSj7BVUdL1pUyVVVyY8YjQao90Eggg5FNeEN4oEvotjGt9x8tThQYzOcctV5aXh4Vs3elXJOi0SJg4BZpsNb3dMYI8gNzsTQk/bZI7xnFQ5lDIpYAZ6p0hpm6g4Y5xlWfQ4lLZlOalIU9Dk1liCErahIZn7dILgmekD3vopcPIpgLVzyVqGAVZdB+z8DpBbE/QmRJ1B7n25AyarnU/OLsTTe/6ys7EQOxsLPX6WpZTjH5/a7PbeD69ciat+uw/DswaU5bi0AekpMq/m4s8cG4HFZse917ZAIZOgoSgT7SMa/Pm9s3zS9q/7+nB+QwFud6hvv3pRI97tmsLDH/ThJ9esAsuy+Ou+Xnzhgnpc5FAC//KGFmy453W82j6OK1vie4o6Eb9UVMRn4S6T1Yb3e6YBAAqpBB9O9AJk8UAQ03nDyYoVK6LdBIIIORTXhDeKBCrNCY1v3/rOcW7GikIqwT9u2+yz2M6lq0rwN87mES+cGMUegUeCU2mrkEmCTnQkc4wzDIOi7BRgEhhU62Gy2pAio8RRouGM8UmtCRoj5yVdW0AqWyIxSeY+nSAwPw7svRc48ghgt3DJWoC7Zr7g/wFFK5f+fgCIStqeGJ7jE7YXNRWhtiADCqkkFB67ATNvtIJhgCyl+6787u0e/PrNLpRmp+KqNaW4bVsNZA4fr6P9M9hUkwuFzOXrdV5DPn7/Tg/m9BZkp8lxtH8Gt22vdVvneQ0FePUUVyVxUG3A5LwJWwWFBLKUcqypyMGR/hlK2hJRY3RkFLUt0W5F4Bzun4HOUSzlkuZi5AY5DZNIXLq7u7FmzZpoN4MgQgrFNeGNgowU3hbNl9LWYrNjSsupY4uzlajITfO5/i21eXgqRQatyYo3Tk/A1GJHimOM7FTaqtLkQc9+SfYYL8pKBSYBO8slbusLM6PdJCLEOGO8Z8KlpqYiZESikux9OpHEvPY94OCfAavBlayt2Q7s+j5QviHkmxOVtFXIJDBZbbh6TRnuv2FNiJvkP0aLDT97+TSubClFptI1ZeuTW6uxsjQbOWlyHO6fwb0vn8HEvAnfvbwJAHf3s1zlPogtcFSon9QakZ0mx6TWhPwMxYJlFJjSmvjlhN8TrmdS610FYTKZYDK5Ps/Kygp0twliSaw2W7SbIIqDvWr+ecIUBwi3zUYc23gEgyWOLUAIwhsU14Q35FIJ8tJTMKU1YUJjBMuyXhOok1oTX2eiODvV4zI8jnOIrHEP1lWpsLdzEgaLDSeHZrG+Ohcsy2LGobRVpQV/IzWuYzwEM0+KBd7EPZM6StomIM4Yd/OzpSJkRIIS1306QQTDvgddRcYYBsgoAlJzgfd/7f07DANc9zdRmxOVtN1YnYs3z4yjJHvp6VbhxGKz4/OPHgHLAvdc3ez22acECtkVJVlQSCX4zn9O4BuXNEZ9KtJPf/pT/OAHPwAA5OfnY3KS8/A8evQo8vK4okvj4+MoLS2F2WzG1NQUKioqoNVqMTMzg+rqaqjVamg0GtTV1WFsbAw6nQ4NDQ0YGBiA0WjEihUr0N3dDYvFgubmZrS3t8Nut6OlpQVtbW0A4PG5RCJBU1MTTp48Cblcjvr6epw+fRpKpRKVlZXo7OxEeno6iouL0dPTg6ysLOTm5qKvrw8qlQoZGRkYHBxEfn4+FAoFRkZGUFRUxO9TrWUaFqsVGo0GBfn5MBiN0Gq1UOVucNsn7eAAjEYTiorP9Wuf+rq6AADVNbu87tNgVxdkUikKy7R+7dNMVxcyMjIgyR6DpqsLWVlZsGUMQ9fVBVVODgypA34dJ6arCyXFxZiZnYHRaEJZaSkmJydhtlhQUVGO0ZFRWG02VFVVYXBgAHaWRU1NDXp7ezGnyfd5nPKmzqKktASDg0NQyOUoKCiA3WZDe3u72z4Vz81hfGICEukyn8eptLQU0vFxaDQaZGWvhX10lD9OpuFh6PV65Bds9iv2hru7YWdZVNfs8nqc+rq6IGEY7B/K5guorSxUorW11eNxmurqQlpaGjIzMjA+MYGMjAykKpWYnJpCVlYW5DIZzra2LtqnaBynZoUZ/f390BtK0MgYMDg4BJO5HLUWHYZHRmC1VaFCP4/RsTGwqA3LcQr097Tw2ABATU0NjrW2hr2P8LffUygUaG1tjVq/J/Y4FeTnY7q7m98n53FaGHtnT5yIib68wjDO/56qTacBAH0pK/i+fFDT6tf5qUmqw+TkJCY1rWhWGDA6MoppTStWK80YHBjAjKYVa9Ksfvd7S+2T8/eUlpaGlNzJgGJPeJyc56eiwkLMa7X8cRpsbw/ZOVc10Y2Kykocb22FXC5HTU2N137P3+Pk6Zzr73HyZ5+cx2mpc66z35NJpYvOT8MjI1AqU5BRoA5rHxHs2Ch7vIvv9xYep2B/T9NqNZSpKwXHqYMfG2VtuN7jPi1n5pGjAKbgqO/Q1QsFY/N4fuqYdnnQyq1amM1mv8ZGJTJXAd+3Tg6gQKqFNHuKr1+RLgdaW1sDOk6Wri63fq+kpAQdHR38OXewvR2ys10h6fecx2lh7JnM5T6PU5ludNE4YvFxco1hs7LXBhx7E2fPAgYDAK4QybtHz2Dnstyw9OXCMWws/Z56e3sxry0M+zhCODaK9PUTwzDQarV4/0QP/3uyqofQ3q4L+9gonq4Jo7lPzn6vpLQEJ/045zp/T6lKJbpbWwPepwZ2DvNaLUY1rVjOzGNmdgbjmla3sZGvc26wY6NQ/J4WjmHVajWsVivUanVCx54/x8nbPjmP37y20O2aMNr7FAvHKTMzk9+HuMZ5A107Dpx+zvtyzuSu2M2wLBuwBe2ZMQ2u/u0+5KWn4Jk7t6IgM8X3l0RQ/a0X8Idb1uNih2esE4vNjjv/eQQDaj0e+/Q5PqvZdo7P46L79+KNr56PuoIMfOXxY5g3WfGnj7mky+/3TOEjfzqAtu9dhOw0Oc796Ru4bXstbtvmMg7+5WudePXUGF7+0nkYmNbjvP99Cy/ctQ0rS7P5Za7/wwdoKsnC3Vd69rBIaqWtUKUgZKFiIVD1oD/LB7NOb88DWY8Y/NmGh/V3d3ej/rIveF4uWvu/1Hc7XoLVbseqR6U413YQuWkK3Ps/3/Q+DdOf/2mgKphwHSd//o/h+P8Gs05P6xf7/TBx+PBhrF+/3veC4SKYfkD4HX/7xGgRL3HqaVti1hWOvsWf7TnWKTqul+hbPb4fDP78fyP9fwwHkYxNP/+n/zzQjzfPTAAAvnnJcjQUeVZpvnxqFE8eGgIAfHp7Lc7Zc7PvNjXuge30C/jKE2141tCCPfJjeODGNZgquwBbf/YmAGBPczF+d3OA8ektxsP9/xUiciy16LvBng87XkLflA47/supn6/fUI57rw2Tl1WszcKJ9FgiivvvjPFb/nIA73ZNAQBa/+fCsF0rEyIINB5D8Nvnvxto3xcLv+Ul9j/q4/FIEIrrqFCe64jY4O6cxUlYZ1rVUw7DmbT9/oyozfmltP3V612L3ltTkYMDvWrs/MXb2N1UhHJVKmQSyaLlvnjhMlEN84YzYds3rfMrYQsA7SMaSBggP507Ya6tUuEXr3TAYrND7vC5fa9rCrUF6ch2VMZdW6XC+91Tbknb97omsa5KBQCoyE1FQWYK3u+e5pO280YLjg3O4uZzqry2JSUlBSkpdOImwoc98PswHFE8mfRP62GwpAESYFlRZtC+eURiY7fbo90Eggg5FNfEUhRluWa3jWtMXpO244JCZcLv+EIqkWBdlQrPngHMNs4iQalyqXZz0uRLfNs/QhLjcXzhKywod3ZSt8SSRLzijPHuCc4eITtVvshujyASBRq3EBGlbx/w/oPAyDFAOwbc8E9gxeVLf6f3XeCV7wCTZ4CsMuC8rwNrP+q+zME/cXYH2nGguBnY879AuY+bEdkVQATTFX4lbR94o9NjmxgAOrMVzx4b9vrdQJO2OpMVfdOugcygWo9TI3PISVOgMDMFn/vHEZwamcNfPr4RNpbFxDznLZuTqoBCJsHh/hkcG5zFlto8ZKTIcGRgBj96vh1Xry3jE7JXrSnFr17vwjefOo7P7qhDx9g8HtrXx3veAsCtW6txwx/24097z2Ln8kL8t20EJ4bn8NMPreb2nWFw69Ya/PrNLlTnp6MiNxX3vdqJoqwUXNSUAFJvIm6pqanxvVCM0TUxD4DzmW4oIu8vYmlaWuKw0h4ReWJUKe4NimtiKYoEfqjjSxQjG5tzfSb8jj9sqFIBZ7jnrf0zWFXn8ivMCYGnbbLHeKpcisJMOSbmTeidoqRtIrKyeRX+c3QIo47fYX1hBgkRiIQl2ft0IsJY9EBRM7D2ZuDxJWYROZnpAx69HthwK/DhPwNn3wGe+wKQWQTUX8gtc/LfXFL38vuBsg3A/v8D/nEN8PnDQMYSNXa+fCIku+QvAXnaLtTvMY6HN12fmFPU8aE53PSn/fzre17gfPQ+vK4cX7pwGV4/PQ4AuPTBd92+99inz8GWujykyCT4b9sIHni9E2arHRW5abh1Ww0+td2VyMpSyvHIbZvwvWdP4vJfv4fcNAXu2rUMH9lcyS+zvioXv7pxLe57tQP/+0oHqvPT8MdbNqCx2KVs+Oz5tTCYrfj20yegMVqwsVqFhz+5CUp5dH1zieSmt7cXDZ7dOWKWrnEtAO5mhzf1EEE4aWtrw8aNG6PdDIIIKRTXxFIUZ7mKii2VtHV+lqWUI00RWOmK5cWZUKXJASPQNjiH2a4p7JIcBgCo0paLaLU7FONAbUE6JuZNmNaZMae38IISIv554/Q4/t+/j2JU6yoIvLyYxrRE4kJ9OhFRlu3mHv5y6K9AThVw8Y+51wWNwMAHwAf/50rafvBbYN3HuUQwAFz+AND1KnD0EWD7V0La/GDwazRXmp0ajG9uQGypy0Pfzy7z+vlSnwFAc1k2nrlzq8/trCjJwpOfPXfJZS5bXYLLVpd4/ZxhGHzlokZ85aJGn9sjCMIzdjvrSNoCGSmyqBY4JAiCCDlxPJ2biB1y0+WQSRhY7aybBYIQvdmKOQOnji0OwBrBiVQiwZ5VJRhv5SwSfv9OD3Y5nM9CobQlgNqCDOw/qwYAnBiew7Zl+VFuEREKTg7P4dN/PwS7QMm0uSYXd+6sj16jCN/E2YwcgiACYLAVqN3h/l79LuDlb3PPrWbOamGbIDkrkXDfGWqNUCP9w6+k7b5vXRDudhAEESLizR5hZM4AndkKAFhG08gIP6DpWGGEEoxRg+KaWAqpRIKCzBSMzhkxMW+E3c5CInE/X06I9LMV8rWLGvGbs+non3afvq8ie4SQcE5tHh49MAAAeOXUGCVtE4RfvtbJJ2w3Vefiy7sbsKUuL7qNIogwQ306EQo0Go3b65DVgNKOL7Y4SC8ETBrAYgAMswBrAzIKFyxTAEx1Br/9EBLYvCkibBw+fBgFBVxQjY+Po7S0FGazGVNTU6ioqIBWq8XMzAyqq6uhVquh0WhQV1eHsbEx6HQ6NDQ0YGBgAEajEStWrEB3dzcsFguam5vR3t4Ou92OlpYWtLW1AYDH5xKJBE1NTTh58iTkcjnq6+tx+vRpKJVKVFZWorOzE+np6SguLkZPTw+ysrKQm5uLvr4+qFQqZGRkYHBwEPn5+VAoFBgZGUFRUZFrn+wmmK0sprQWVKhSoDXbMKOzojp30n2fRvXQmWxoKJ7zb5/65rn9qDF736e+echlEtSXaf3cp3mo0mXIyB7DYN888jPkUGQMY6RvHkVZCmBgwL/j1DePugIlxjQWbp+KUjGgNsFosWNFcRq6p4ywWO1oLk1D+5gBdjuLlvJ0tA3pAE2r7+Ok0aE+X4nTY3oo5RJU5qbgQMcoypl2932at6Bv2giVtNv7cVKbMK4xozRjGOYpI3ecssegnTS4jtO4ARqDFXUFav9ib0DL7VON2etxOtg3j+r8HGRM21GcnYVjQ7qlj1PfPLJSZchNk3H7lC5DhkKKwRkTd5xkDEZaW91jL1rHSWHDyRE95IZjqGds3HEyn0ClzYrOcQPSbe0oNlrQM2lEFjr8O07CffLnOAX6exLuh/OYlaejrbU1/H2En/3ewYMHkZeXF71+T+xxUqVA293t2if+OC2IvRMnoteXmwzc76m1Fflmo+v3ZOWSQeOtra6+XNPq3/lJbuV+T5pWrFDYuN+TphXNShv3e9K0oiXN7n+/t9Q+OX9PC/uI7LHAjpPz/JSnhFpvdR2n9vbAz7nqef435LZPs1o0FafiZGsr5HI5dDodFApF4L8n4XHydM719zj5s0/O47TUOdfZ78kki85PneMGpKdIUVygDmsfEfTYSHDMFh4n0f2e8zjNmlGUOuB5bJQ95nmfpBaMaSyozMvBrGEKeRlpeK9Hg3UVGW7npxMjetQWqNA/PYs0pRKtffP+j4365rnjVGzAxSvL0T+tw+luG2qzVDCYLciCHq2trYEdp755t35Pr9ejuLjYdc5tb4ducD6wfs/X72lh7JlP+N/vCccRYo7TUrE3pIPFase5mzPx6eKzAAu82C7H5aV6SBgmxH35vP/9XiR/T0M6SLSHwz+OEI6NInD9NKk142CXGhcX6iGRSHHPjU0429WJE/qRiI6N4uqaMJr75Oz3Fp6fWluX/j05x0aB7hNj4cYRmla+L9dpWt3HRr7OucGOjULxe1o4hlWr0dnZia1btyZ27PlznLztk+P4SbSH3a8Jo71PMXCcMjMz+X0oKSmBXq+Hk+9///u4++67QbhgWDbwUvOzejNvsF6Rm4aMFFfuV2uyYlDN/dNLspU0nYpwIZyCImShoitQpZdweW/fDdU6xa5HDP5sw8P6O7u60HD5XZ6XW2qd/uxzGI7NH/70WxzsncYb9vV46woDavLT/WvnUgSqEgzXcQr0fxqOOA1GORmj08ZaW1uj66EV7n4gmv/reIxTT9taiMj+VNR6vK3Xx3lJdFyH6rwXyLaWWm+4/o+RJNyxKVxXAP/TJw4N4JVTXG2Hr+5uRFNplttizx4bxnNtIwCAO3fWY12lKqhz1PH0LXj3+b+jKDsVH77xU4HPhPEW46HqTzy9v5BgfvuBHid/ttG4B7/+3YM4NjiLN+zr8cTtW7CpJjfw9fm5rZgg0mOJCO//zX8+gPe6pwAAt6/LxLevPy8i2yU8EMw5yp/lgx0DBNr3xcJveYn9j/p4PBKE4joqlGOJBESU0vbubOCGfwIrLve+zF/3ACUtwJ6fud47+g/OHuHbg5w9wo+Lgev/7r6e/3wWMM4BNz0mYm/Cgyil7X2vduKfB/qRppBh3zfdrRNsdhY3/nE/5o0WfGRzJe65elVIGkoQhH/Ekz0Cy7LoHOc66nSFFJW5qT6+QRA0HYtITCiuRZJEF0VFmYJiZPNGNME9aSv0ui0OgT/86vIcrN65jHsRAusiinGODdUqHBucBQC8eGJ0yaRt1/g8/tU6iIwUGe7atQxSSfDHgQgdB85O8wnbytw03HXFpii3iCAiB/XpRCjIysryvZAYKjYCXa+5v9fzFlDuuNEgUwCla4Ded1xJW7sdOPsOsOnT4WmTSCRivnSwVw0WwO6mokVVT7NT5djdVAQW4I32CYKIHL29vdFugt8Mqg2Y1XNFU9ZVqSCViOqSiCTDOUWHIBIJimvCF4VZLuXJuGPGm5AxDfcewwAFGSHwgwsxFOMcLeU5kDmSry+fHIPd7j7pkWVZ7D87jVv/1ord9+/FX97rxa/e6MLrp8ej0VzCCyzL4r7XXL6Hd+1ahvaTJ6LYIoKILNSnExHFpAVGj3MPAJjt557PDnKvX78bePp21/IbbgVm+oBXvwtMdgIH/wSc+g+w5Q7XMlvuBA4/DBx7FJjsAF74MmDRAWtvjtRe+YUope3InAEMwE1j9kBlbhoAzwNKgiDCiySOCnkd6J3mn2+qzgVAN3oI30gouU8kIBTXhC+KBcXFxudNbp+xLMuPu/PTUyCXxl48xV2MB2OdtARpChmaSrPxygCXaD86OIv1VSrY7CxePjmGP+7tQdvQ3KLvHRmYwcUri8PSJiJw9nVP42AvN26tLUjH1WtK0XaMEutE8hB3fToR34wcBR4W2Bi88h3ub8tHgGt+B8yPA3NDrs9V1cBHngBe+TZw4PdAVilw5a+B+gtdyzR/GNBNA2/9hCtcVrwKuPnpxcXJooyopK3ZagcATGlNHj93vm+22UU2iyAIsVRUVka7CX7T2udK0m6syQUsUWwMETc0NTVFuwkEEXIorglf5KTJoZBKYbbZMKTWw2q3Q+a4aJ4zWGC02gAARVnBWyOEA4pxF+urVABX5wz/OTqEUyNz+PO7vRhQ692WK8pK4W0vTg1rFq6GiBIsy+IXr3bwr790YQNkUgnFeDQI080VwjcU70REqdkO3L34hibPNb/z/J3Pvrf0ejd/hnsEC8sCna8AgwcA/RTQdDVQvgEwOs7dORWiVy3q9kh+RgpYAC8cH8WMzuz22YzOjBeOj/LLEQQRWfr7+6PdBL9p7ZsBAMgkEqypyIluY4i44eTJk9FuAkGEHIprwhcMw6C2gJvlptab8Vq7S9U3FmI/23AQ8hjveMn1iDPWVLgsEv6xfwDfe/aUW8J2RUkWHrhhDd775gX89dTJkTmIqB8dGuL4fy0GlmXx9JEhPLK/f5F9BQC81THB+xI3FmXi8lUlAKgfJ5BUv5WEivckOWZEmJjqAv5vC/Cvm4B9D3AFzyZOA73vAg+sAn7VAgy2il69KKXt2socjJwwYEZvxmUPvotPbK1GhSoNgzN6PPx+P9R6MxjHcgRBhBgfJxSZVBqhhgTHxLwRvVM61EqA6vw0KOXx0W4i+sjlct8LhZoEL3BERJmOl5A3dRZAgldhJoLm2vXl+PGL7WBZ4NljI1hfpUJhphLjGpclWXFWbIomotJ3xygZKTKcW5+HvZ2Tbu9vX5aPz5xXi231+WAcdlfNZVl4u2MSs3oLRuaMKMuhoq3h5sjALL7yBOfXKZcwuHGTaxYby7L4pcDL9su7GyBxJOApxolkguKdIADo1cDfrwLmOeEqWNZVvLVxD6DMAkzzwJnnueJoIhCltL1xo+vENaox4mcvncGdjx7Bz146g5E5A//ZTZviZ5o2QSQKJaUl0W6CX7T2zvDPG4oyo9gSIt6or6+PdhMIIuTES99NRJea/HRcuLwIAGCx2fH3D/o5P1uNa/xdlBWbST3qu9255ZwqAIBUwuDqNaV44a5teOS2zdi+rIBP2ALAylJXZe2Tw0tMDSVCRsfYPP/830eG3D575dQ4TjqsKprLsnDxyiL+M4pxIpmgeCcIAO8/CGhGuOfMgvSqRApUb+cSuQP7RW9CVNJ227J83LChAiwA55DCOXHE+fqGjZXYWp8vumEEQYhjcHDI90IxwEFBEbJlRRlRbAkRb5w+fTraTSCIkBNQ303T+JKaq9eWIS+dU9OeHtXgB/9tx1tnXIrNohi1R6C+253dTUV45+s7sP/bu/DAjWuxsjTb43LNgvdPjZCvbSRQ61x2I619Mxie5W6K2O0s7heobL+yu8EtwU4xTiQTFO8EAdd4PLsC+HL74s8LlnN/p7tFb0J0yb+ffXg1vnXJcuSmK/iELQsgN12Bb+9Zjp9+aJXoRhEEIR5FnExVOejws2UYoL6AkraE/yiVsZmQIARQUjFg4qXvJqKPUi7Fzee4ZrMNzuj54r+ZSjlUqbEZS9R3L6YqLx0FmUvbWQiTuadIaRsRphfUbHm+jVNRPX9iFB3jnAp3bWUOdja6VxinGCeSCYp3ggAw088lNFZfD2QWLf5cwdUigFH8+VuUp62T28+vw2fOq0XPpA5zBjOyUxWoK0h3u+NIEERkKSgoiHYTfDJnsODMGKcWqVClIU0RVFe0NMLEEfmReibO/keVlWS9QyQe8dB3E7HD6vIcnNdQwHui5qWnoCI3FbtXFPP+mrEG9d3iqMhNRaZShnmjlZS2EWJa6560/e/xEdy2rQYPvO5S2X51d+Oia16KcSKZoHgnCLgsERgv9Xk0w9xfuXjrKtFKWycMw6C+MAPrq3JRX5hBCVuCiDLDIyPRboJPDver4SyAvKyQ/GyJwOjs7PS9EEHEGfHQd4eMJKquHU5u2VyFn1yzCg/etBb3XrsaX7hgGZaXxO45lfpucTAMw1skjGmMmJw3+fgGESzqBUrbk8Ma3P96J85O6gAAm2pysbU+b9H3KMaJiBAj50+Kd4IAkF3OedaeeR6wup87MD8GnHqGU+LmVIneRFDytkG1Hn//oA+H+2eg1pnxuR11WF2eg3bHXeCr1pRCJg06L0wQRAAolbFZNVrIQUERskbysyUCJD09PdpNIIiQEw99NxFbSCQMirLiZ3oq9d3iWVmahQ/OcrUATo3MYceCaflEaFlojwAAv32rh3/+1QVetk4oxolkguKdIADU7gCmOoGJduD3W13vH3sUeO+XgF7NJW3rdojehOik7YsnRvHVJ9pgstr4gmTzRitMVju+9lQbGABZqXLsbvLg60AQQuJsanaso8pRRbsJPhEWIasvil1VEBGbFBcXR7sJ0YH6yoQmHvpuggiGpO27Q0BzmXsxMkrahhdnIbI0hRR6s83ts+3L8rG5drHKFqAYJ5ILineCALDlDuDoPwCrgSs25ryhN3ka/NRieTqw6XbRmxAlg+0an8eXHz8GoyNhK2RNRQ5Kszm/hjfPTIhuGEEsSYxMC4lFRsfGot2EJTGYbTjhKKRRW5CO7BgtmELELj09Pb4XIog4I+p9N1kWEGGG+m7xrCzN4p+fGqFiZOGEZVneHqE6Lx2bqnPdPv/K7gav36UYjxB0rooJKN4JAoCqGvjwnwCZkkvSOhO1zr8yJfChPwI5FaI3ISpp+4e9Z2G22cEAaPSgkttcmwsWQNvgrOiGEQQhjrS0tGg3YUmODs7AYuM6sYUDYYLwh6ysLN8LEUScEet9d0xBF+xxCfXd4qktyIBSzl22UTGy8KIxWvlxal6GAle0lPCf7VpeiLWV3mdFUIwTyQTFO0E4WH4ZcMd+YMudQNl6QFXD/T3nDuDO/cDyS4NavSh7hA96psEAWF+lwuOf2YK6/3nR7fOqXM7fZHBGH1TjCIIInMyM2PaIbRX42W6szgUwHL3GEIuJg0RIbi4l+4nEI9b7boIIFuq7xSOVMFhRkoWjA7Pon9ZDY7QgS0kzlcKBsAhZbroC166vwGunJzA1b8L3rmha8rsU40Qy4TPeydaLSCZUVcDFPw7LqkUlbZ1VS89bVgCJZLEJu/Mto8W26DOCIMLL+MQEsn0vFjUO9rn8bDfV5AKTUWwMEZf09fWhoKAg2s2ILjQQTjhive8OG9GMZee26TcUEajvDo7m0mwcHZgFALSPaHCOF19VIjimtSb+eW66AqkKKf5+6ya/vksxTiQTFO8eoHEFEQZEJW1T5BJYTXbMGSweP++a0AIAMlJE1zkjCEIkGTGs1rLa7TjSPwsAKMlWolyVSklbImBUKirYRCQesdx3E0QoSIq+O4wX7E0CX9uOsXlK2oaJaYHSNj8jJaDvJkWME4QDineRkPAivnnmTnHfYwBc9VtRXxWVVa0ryEDb0CyeOTaCW7ZUuX32TuckXj41BgZAfSFdgBBEpElVKqPdBK8MqA0wWLhChZtqcsEwi5X6BOELSm4RiUgs990EEQqo7w6OqjyX7/WgmizowsVCe4RAoBgnkgmKdyIpOfZPINAcBsty34lk0nZ3UxHahmah1plw4S/f4d+/79VOmKw2sOASyRc1FYtqFEEQ4pmcmkKs3vfsHNcA4JK2G6kIGSGSwcFBFBeH6fxC05qIKBGzfXcc+FwT8UFY++4koEIlSNpS3ZCwEUzSlmKcSCYo3omkhmUXv8cw7u8vfC0SUUnbj59bjccODmBk1gCrnYUzz2y0ujxsy1Vp+Og5lUE3kCCIwIjlSp5d41oARQAcfrYEIYL8/PxoN4FIVsI4pS2W+26CCAXUdwdHSbYSUgkDm53FoNoQ7eYkLFMCT9v8jMCSthTjRDKRsPFOAg5iKaq2Llba6qaAyTNcglZVBaQXAroJYKafWza3FsgsEb1JUUnbjBQZHrltM25/5BC6JrRYmDuuL8jAHz+2AWkK8rQliEgjl8Xm785uZx1JW0CVJkd9AU2pIcShUARwEUUDLyJOiNW+myBCRUB9d7IQwDlKJpWgNEeJQbWBlLZhxF1pG5inLcU4kUxQvBNJySdfcH+tmwL+vAtIzQE+8gRQIShcOXAAePR6wGIAPvQn0ZsUfYVQk5+Ol794Ht48M4FD/TOYM5iRnarA+ioVLlheCKmEvCoJIhpMq9WIxdIUI3NG6MxWAMCG6lxIqI8gRDIyMoKysrJoN4MgQkqs9t0EESqo7w6eq5THcVqiwRvG9ZjTW5CdJo92kxKOYOwRKMaJZILinSAAvH43MDsAbLnTPWELAJWbgbU3Ax/8FnjzR8DV/ydqE0HJOiQSBhc2FeHCpqJgVkMQRAhR5eREuwke6ZqY559vJmsEIgiKiuicQyQesdp3E0SoSLq+OwwzPfIzXMrPwRk9stOyQ7ZugmNayyVt5VIGWcrALpWTLsaJpIbi3UE4ZvWF0Y6LCDGdr3B/fXnXdr0qehMSfxf8+pNt+PqTbdjbOcm/NzZnxIGz0zhwdlp0AwiCSA46HdYIABUhIwiCIOKQjpeoMBsRVfIzXcrPQTVZJISDaR3naZubrgATaIVwgiAIIrkwOYRpRx4Bet91/6x3L3Dk747ltBCL37cPnzoyBAZAY3EmzmsoAAD8t20EP3npNCQMg56fXCq6EQRBhI6Z2VkURLsRC2BZFl3jXIeWppBiZSkV3CHEMz4+jspKKnRJJBax2HcnFeR/HXao7w6ehUpbIrSwLMvbI7j52frZP1CME8kExTtBAChqAkaOAiYN8PcruSJk6QWAbpIrRsayXDGywhWiN+G30nYpWF9SYIIgIkZebuypWAfVBszouUHw+ioVZNKQdD1EklJaWhrtJhCEOJZQasZi300QoYT67uBxS9qqDVFsSWIyb7LCYuOua/MC9LMFKMaJ5ILinSAAbPuyKzHLsoB2HJg4xf0V5km3f0X0JihzQhBOEmTao8VqjXYTFtEz6ZoO0FKeE72GEAmB2Wz2vRBBxBmx2HcTRCihvjt43OwRSGkbctRaV4zmZQSetKUYJ5IJineCALDiCuCy+wCpYHaGMFkrSwH23MstJ5KgCpERBBF7aDQaFEe7EQvQmV3JiByqdEwEydTUFGpqarwvEKppzjRdmoggsdh3E0Qo8dl3Ez7JVsqhkEoAOzBAnrYhx+lnC3CetoFCMU4kExTvBOFg423c9eLxxzmrBOMcoMwGStcCq64HssuCWj0lbQkiwSjIz492ExahN9n452kK6naI4KioqIh2Ewgi5MRi300QoYT67uBhGIazSJgBhmYMsNtZSCRULCtUTAuVtiKSthTjRDJB8U4QArJKOauEMBBw9uT40Bz+fXiIez48x7/vfG8hH15fLrJpBEGIwWA0QhXtRixAqLRNT5FGsSVEIqDViq++SRCxSlT6blKTE4EQZLzEVN8dx3ZY+Zlc0tZstWNSa0JRljLaTUoYnEXIgAWFyPwkpmKcIMIMxTtBRIaAk7bPHx/B88dH3N5jAXz9qTaPy1PSliAiSyyeQPVmUtoSoWNmZibaTSCIkBOLfTcRJuI4YRgM1HeHhnyB1+qgWk9J2xAyrQvO05ZinEgmYi7e6UY0kaCIyp44bXUZx0P4nvN9VvAZQRCRo6iwMNpNWITOJFDaKkhpSwRHdXV1tJsQWwgTQDRQjVtiqu9O0qQiEV6o7w4NBRkuBejgjB4bqnOj2JrEIlh7BIrxOIbGUgFD8U4QkUESyMIs3JOzrIf34OE1QRCRYz4G1VpuStsUUtoSwaFWq6PdBIIIObHYdxNEKKG+OzTkCZO2akMUW5J4qIMsREYxTiQTHuO94yXXgyCIkOB39uSxT58TznYQBBEi9PrYqyZMSlsilGg0mmg3IXYRoxSh6WQxQSz23QQRSkT33dRHuZGf6W6PEFKS/H/tbo8QuKctjU+IZILinSAig99J23Nq88LZDoIgQkRJcXG0m7AIUtoSoaSuri7aTSCIkBOLfTdBhBLqu0PDQnuEcPH88RG8dWYSn7+gHjVh20ps4bRHkEsZZCkDH69SjBPJBMU7QUSGgOwRCIKIfWZmY8wUHoDOTEpbInSMjY0tfpOmYhFxTiz23QQRSjz23UTApClkyE6VAwifPYLOZMXXnmzDv48M4Vevd4ZlG7GI2qG0VaUpwHS+HPC4gmKcSCYo3gkiMpDkjSASDKPR5HuhCKM32ZDpeJ6moG4nLomhAg06nS6q2yeIcBCLfTdBhBLqu0NHRW4q5oYtGJ0zwGKzQy4NrQ5ndM4Io8UOABiaiQPf3BDYOrAsyydtOT9bS8DroBgnokqE7U0o3glCAMsCna8AgwcA/RTQdDVQvgEwOmxEcipEr5qyJwSRYJSVlka7CYvQma3IBCCTMFDISOBPBEdDQ0O0m0AQIScW+26CCCXUd4eOClUaTg5rYGeBkVkDqvLSQ7r+yXnXTaQ5Q+DJy3hEa7LCbOMS1fkZKQACT0hRjCcINHPLLyjeCcLBVBfw+C3AVIfrvfxGwGIAHr8ZYCTAra8AFRtFrZ6yJwSRYExOTka7CYtwetqmyMgagQiegYGBaDeBIEJOLPbdBBFKqO8OHRW5afzzcFgkTGmTL2nr9LMFnErbwKEYT1KcFl1JluyleCcIAHo18PerXAlblnV91rgHUGYBYIEzz4veBCVtCSLBMFtib3CtM3GetimksiVCgNFojHYTCCLkxGLfTRChhPru0FGhSuWfnxkLfQV3odJWY0yOvmlaF3zSlmKcSCYo3gkCwPsPApoR7jmzINchkQLV27lE7sB+0ZugDAoRXpL0zmM0qagoj3YTFsErbeWktCWCZ8WKFdFuAkGEnFjsuwkilFDfHTrWV+Xyz/95YAB2O7vE0j7wME6fFChtjRY7LA7bgKCJgeuCiXkjLnvwXVz3+/cxq3clatWCpG1+hrikrccYp+sgIkGhPp0g4OrfsyuAL7cv/rxgOfd3ulv0JihpSxAJxujIaLSb4AbLstCZOaWtkpS2RAjo7hZ/0vNIol5QxcDFMeE/sdZ3EyGAfn9uhLzvTmKaSrOwpTYPANA7pcNrp8dDun6h0hYAP45LBP78bi9OjWjQ2jeDP+49y7//TucE/7w4O9XTV31CMU4kExTvBAFgph9gGGD19UBm0eLPFQ7PeeOc6E2EJINydlKLQ31qjM2RRJ4goo3VZot2E9ww21je2oWUtkQosNA0ciIBibW+myBCDfXdoeUz59Xyz4XJx1CwMGnrnDEV77Asi5dPjvGv/7G/HzqTFTM6M546PAQASFdIsbvJw4W3H1CME8kExTtBwGWJwHjJc2iGub9ycTcDAUAm9ossy+J37/TgL+/2YsYxteQ7l65ARW4a/ravDwwD/OrGtSjITBHdOIIgAqeqqiraTXDDZLUB4DoxpZyUtkTwNDc3c0+cCrbGPdFrDEGEiFjruwki1PB9NxESdjQWYFlhBromtDjcP4PD/Wo324Ql8XH+FBYiAwC9KTGStu2jGgyo9fxrjdGKJw4NQmu0wmjhLCBu2FiJ7FS5qPVTjBPJBMU7QQDILgemOrlCY9u/6v7Z/Bhw6hlOiZsjfpwvOoPyhceO4hevdGBGb4bQRWlDlQqtfWrsPzuNF46PiG4YQRDiGIyxSp4mi8sHLUVGSlsieNrbPfgFEUScE2t9N0GIYglLCOq7QwvDMPh0mNS2k/Mm7JIc5h96S2LYI7wiUNk6+fO7vXj4g34AgIQBPrm1WvT6KcaJhMBPax+Kd4IAULuD+zvRDvx+q+v9Y48CvzsX0E9zr+t2iN6EqKTts8eG8cIJznttoe19XkYK1lTkAAD29UyLbhhBEOKws0EUowgDRotLnZFCSlsiBNjtISqIQhAxRKz13QQRaqjvDj1XrSlFoWNW46vt4+id0gW9TpudxbSgKBeQOErbl0+5krYt5dkAgOFZA68s3tNcgorcNNHr52Oc/KyJJID6dIIAsOUOQO44b0x3c6paAJg8DejV3HN5OrDpdtGbEJVBebx1EAAgk0rw7T3LF32+qjwbLIAzYxrRDSMIQhw1NTXRboIbnD0CBxUiI0JBS0tLtJtAECEn1vpuggg11HeHnhSZFJ9wKENZFvjzu8GrbXVmK2x295tI+gQoRNYzqUXnuBYAsK4yB9+8ZPE17G3bg+uHKcaJZILinSAAqKqBD/8JkCm5E7FThOH8K1MCH/ojkFMhehOiMiinRjRgAHxobRk+c17dos+dPrYLTewJggg/vb290W6CG0ahPQIVIiNCQFtbW7SbQBAhJ9b6boIINdR3h4ePbq5CuoIbXz11eAgaY3DFgeb0i7+fCIXIXhGobPc0l2BLXR5Wlmbx762vUmFdpSqobVCMBwCpkeMeineCcLD8MuCO/cCWO4Gy9YCqhvt7zh3AnfuB5ZcGtXpRhcgMjhO3t+kjOhN3N5Zm+hEEQUpbgiAIgiCIEONIeGU37sENGyvx1329MFnteOvMBK5aUyZ6tXMGCwCl23uJoLR9WeBne/HKYjAMg8/vrMfn/nkEAHDHjsVCJIIgYgBhcp+KDxOxiqoKuPjHYVm1qKRtTpocU1oTTo96tj94r2sKAJCfkSK+ZQRBiCLWptiaSGmbeER58ETTsYhEJNb6boIINdR3h49bt1Xj4Q/6YLOzeKtjEpc0l0DsVZgnpa4uzj1th2cNOD40BwBoKslCZR4nPNqzqgQP37oJUobBtmX5QW+HYpxIJijeCSIyiEratlTk4PXT43jp5BgeeL2Tf79jbB5feOwojg/PgQH4gmQEQUSO3t5eNKyMditcCJW2KaS0JUJAW1sbNm7cGO1mEERIibW+myBCDfXd4aNclYbLV5fg2WMjmDda8H7PFHaK7E80hsSzR3hFoLK9pLnY7bPzGwpcL5w3pUXekKYYJ5IJineCcKBXA0f+DowcAQyzAOuhSB/DAB//r6jVi0ra3rChAq+fHgfLsnjwjS4AAAvg30eG3Ja7bkO5qEYRBJE4GIRKWxkpbQmCIAiCIELNp7fX4tljIwCAV0+NYeuldihE3CyfS8Ck7cunvCdt4xKaLk4QBBEbTJwG/nY5YFB7X4ZluaStSEQlbS9sKsI1a8rwn2PDYAAIN++0sb1mbTl2NBaKbhhBEOKItSm2JqsraauUk9KWCB6ajkUkIrHWdxMiCVKpl8hQ3x1emsuysbU+DzgLTMyb0PS9l1GVl4a6ggzUF2a4/hZmIGOJ9cwZFvvXOuuVxCOT8ya09nEX07UF6VhWuNTeBwfFOBE2YvDcQvFOEABe/X+AfppLyoapqJeopC0A3Hd9C+qLMvCXd3uh1pv591VpCty2rYbM3AkiSsTaFFuTRWiPQEpbInhoOhaRiMRa300QoYb67vDz2fPr8Lez3HOrnUXPpA49kzq82j7utty1GSdQlZeGqwvOR8WCdQjtEeRSCSw2OwyWGFHaikhccbNDueeXOAqQhYuAYpzUskScQ306QQAYOOBK2JZvBHJrAInoNKtHRK+NYRjcsaMenzu/Dj2TOswZzMhOVaCuID2sJ0OCIJZGEmO/P1LaEqFGIqE4IhKPWOu7Y44YVBkRgUF9d/jZvqwA0m01OD40h2F9Js5O6WC2LvbWm9GbMaM3490n2/D4+azbtZuzEJlCKoEqXYFxjRE6c/wqbV9aws821FCMExEniudGineCACBxiNLWfxy44ldh2UTQKWCGYVAfxmkmBEEERkVlZbSb4IbRSp62RGhpamqKdhMIIuTEWt9NEKGG+u7IcG5dPs6ty8dnG8+Dzc5ieMaA7sl59Ezo0DOpRfeEFimjUpisNhzsVeNA5QzOqc3jv+/0tM1KlSNNwV0qGi022O0sJJL4urk0Z7Dg/e4pAEBpthKryrLDuj2KcSKZoHgnCAA15wFnngekirBtwq+k7YGz06I3sFkwCCAIIvz09/ejYVW0W+HCzR6BlLZECDh58iRNxyISDp99NylNiTiH+u7II5UwqMxLQ2VeGi5Y7nr/xJv9eOB1rpj0E4cGsbo8G2kALDY7tA7/2uxUOZRy7mY7ywIGiw3pKaGd8hlu3jwzDqud80a4uDm81ghAlGKcbBaIKEF9OkEAuOhHQN+7wOG/AapqoOlqILMECKES3a8z741/2g8xpziGYdDzk0tFfJMgCLHIpLGlZjVaXUlbJSltiRAgl8uj3QSCCDmx1ncTRKihvjt2WFWWg3WVOXijj1OjPntsBDetAuaNLhuELKUMMqnrolNvjr+k7csCa4Q9zSVh3x7FOJFMRC3e6SY2EUuoqoGrfwc8dhNXlOzV/+dlQQb4vlrUJgJK/7KBPsJUPY0gCO+UlIZ/UBoIJgtnj8AwgFwaX9PqiNikvr4+2k0giJATa303QYQa6rtjixs2VvK1Bt44M/7/27vz8MbKsg3gd/a0Tfe9nXY6005n6zALM+w7yKLIIiqibCoqiB8q6icqfgPuOyqoKIoiKIiAioyy7wwDYZit0063mU473fcsbfbz/XGaNGmTNEmTnOTk/l1Xr0mTk5P35H3yJH3mzXPQ0m/ytUYAxJW2Odq5/0yaTrO+ttMOF15pHwEAlBi0OH55YcIfkzFOmYTxTgSgbzfw2CfmTkYW6gex10YjLtoGe4hQ5ReWZYik09t7TOohBLDPrrTVq1U8SSHFRWtrq9RDIIq7VMvdRPHG3J1aSgw6/M85qwCIf0/+6uVO30nIgNmetn4ra60O94J9pLJX2kZgm1048J51FVAloR8vY5wyCeOdCMBz2wHnTEIfIqLvuLz2v2cH/C4IwB1PHsSLbcP4yLZaXL65GiUGLUYtDvxjzzE8YuzFySuL8cMrjkvIoIkoNG2KfTXLu9KW/WwpXvR6vdRDIIq7VMvdRPHG3J16bjh9Bb76mgZmmxPPtwzh0iy777b8LA1m/M5LMG2P80rbBPdiffrgXGuEC5sqgj92nB+XMU6ZhPFOBKDvXXGVrVINrLsUKKiN+0nJIiraLivMDvj9wTe78VLbMC5cX4Hvf2DurBkrS4ETVhRhwurEsy2DeK5lCJ84bUVcB0xE4ZWWlko9hAA2v5W2SeP/hwClrhj/YKutrU3AYIiklWq5myjemLtTj06twra6Qrx4aBh2lwevtg/7bsvL0gR8Q2o6ypW2LrcnoCduMjndHrzYKh5Lrl6Nk5N0YmzGOGUSxjsRAF0u4JoBTvg0cMF3E/IQMb2TPrjrKACgsTw36O2rK3IhAPjr2z0xD4yIYtPX3y/1EHwEQeBKW4q79vZ2qYdAFHeplLuJEoG5OzWdsKLId3lgyua7nJ+lQXaMPW3vebED67c/g9+83BWfQUapddAE8+zK4PesLYdWnZzPoIxxyiSMdyKIq2sFAXBOJ+whYnoHOzomDujFQ8Nwuj0BtzndHrxwaAgA0DueuIETUXB6vU7qIfi4PALcsyck1CVzpS3JWk5OjtRDoFTS9t+5nzSWSrmbKBGYu1NTfYkBxTkL80+eXoMc7dyXMiNdaSsIAn776mHYXR78aeeRuI0zGnuOTvouXzC/NUICMcYpkzDeiQCccztQtQl498/Aaz8Dpo4Bnvj2gI+oPcJ8xTlaDJpsONg/hQvuehUXNlWg2KDDmMWOp5sH0T1m9W1HRMlVWJD4s+NGyrvKFgB0SVrlQPJXUZG8P8CIkiWVcjdRIjB3pyalUoETVhbh0X2B1+dnaWD162NrjXCl7YjZDrNN3HbM4oAgIKknonV7BOzpnQRQiyyNCmesSl7rGcY4ZRLGOxGAHy4X/xUE4MVviz9BKYDt4zE9RExF20s2VeO3r3ZBAeDImBX3vjL31Rdhbki4ZFN1TIMiotgNDA4ieOOS5PP2swUAnYYrbSk+urq6UFRUtPiGRGkklXI3USIwd6euk1YUAX5F21ydGlq1B9k6//YIniD3XKhz2OK77PIImHZ4kKOL6U/OmHQMWWC2OQEAZ60uRZY2eZ8/GeOUSRjvRMDs/0yKP97fg1nC/13G9A76hfNW4d2jEzAeHQ/52FtqC/GF81bFPjIiikl2dvbiGyWJ3TX3AV/PlbYUJ3l5eVIPgSjuUil3EyUCc3fqWlaYjcbybGBE/L00VwdgBtn+7RHska207RyxBPxutjmTWrR9t2fCd/nCJLZGABjjlFkY7ySJt+8D3vglYBkCKpqAi34MLDs++LZ/fB9w9PWF1686H/jY38XL/7gJ2PfXwNvrzwWueSLyMYUq1MZJTO+geo0Kf/3Uibj/jSP4m7EXh0etvttWluTgym01+MSpKyQ7YyhRJss1GKQego/N6bfSlj1tKU74v/okR6mUu4kSgbk7tV26qRrvPideLpkt2mZp/FfaRtajr2t4XtHW7kKySqcej+Ar2mpVSpyzpixJjyySVYx7+8SvvijwMtEsWcU7pYfmx4Fnvg5cfBdQvRXY9WvgocuBz+0GDEFa4Vz5IOB2zv0+Mw785lRg3WWB2zWcB1z667nf1VG0eb3s14tvs0Qx/7enWqXEp8+ox6fPqMe0wwXTjAu5enVS/yeViBYaGh5GvtSDmBWw0lbD/8Sh+Oju7kZpafJ61BElQyrlbqJEYO5ObZdsrMKe58UFQytLcgBMQqVUIEujwozTjekIe9rOX2lrsUV2v3jY3zeFiWkHAODUhmLk6jVJe2yAMU5pII4F+Jjj3f/EsfyPAIrGm78CtlwHbL5a/P3inwMdzwJ7HgROv3Xh9tnz/mOh+XFAkw2svyzwepUOyC2PbUybPhrb/aIQlwprtlYd8PUZIpKOIYVWa9m50pYSoLCQJ2wi+Uml3E2UCMzdqa2mKBufOr0ebYMmnHvuKmCoD4D4d55YtI10pa014HdzEou2Lx4a9l1OdmsEgDFOmSWqePcv1BL5MZlMAb/rdDrodLqFG7ocQP9e4DS/4qxSCaw8CzhmjOzB9jwINH0A0OYEXt/9OvCjeiCrAFhxBnDONxcWfCXESmuK2L17t+9/qoaGhlBVVQWHw4HR0VHU1NTAYrFgYmICdXV1GB8fh8lkQn19PQYHB2G1WtHY2Iienh7YbDasXbsWnZ2dcDqdaGpqQktLCzweDzZu3Ih9+8SzDAS7rFQqsW7dOjQ3N0Oj0aChoQGtra3Q6/Wora1Fe3s7cnJyUFFRga6uLuTl5aGoqAjd3d0oLCyEwWBAb28vSkpKoNVq0d/fj3KXXTwmkwNVBVo4XAJGLU7UFOpgcbgxYXWhrliP8WlxtXZ96TgGB6ZhtbvRWDEV+ph6LPB4BGxc4cC+brN4HPMv+x9TtxkatRIN1ZbQx9RtRl6WGkVFI+juNqMwRw1D/iB6u80oMWigNfShv9uM8jwt0NMT2Tx1m1FfqsegySkeU3kWesbtsDk9WFuRjc5RG5wuD5qqstEyOCMe07Ic7DtmBUzG4PM0acG6iiw090+Lx1SiR+vgNPQaJWqLdOgyaTDZ0hI4T2YnusdsKFR1Bp+n8nJg3C7Ok6EPjlGbOE/5g7CMzIjzVDSC8aGZuXmKIPaOTbqwsrQQb4x4MONSwtht9s2N75i6zVAqFVhXOxPdPGWrxWPKUcOgVaF3wi7Ok1qB/kmHOE/zY89kTN48KZVYp3WL8zSzFw0KtzhPjgOodbvQPjSDHHcLKmxOdI3YkIe2yObJP0dEMk/RvJ68xwQEvaxUKhbGntEYe47wvp4ADBmNEee9sbExTExMoFHjEufJZMRarVucJ5MRTXq3OE8mIzZme1JnnkLmvXmxd+BAcudpZkZ8PRmNKLTPiK8noxElDpv4ejIa53K50Ygqjz3868lkQr3KKR6TyRi/eQr1/uSdJ50KFXkacZ7m54j8weTN0/z33HGzODdGY8BlXy43GqExWVGq1cG41HnyP6ZY5ymSvOf3Phvy9RTk/WlJ89RtFnP5kSMY7TaL89TZiYluszhPbW1zubylJbLPRqPB5ybcPC359RTq/cmby8PNU7TvT+Hmaf5no26zOE8VU2jvNovzVDoe+rNRtPM0MYHc3Fy0zZ+nXvPir6fF5ilU3vPm8nDzFO3niHDzVF8f+J7bZxXnqdqCzmNWcZ5qZ0J/ho0k74Wap4D33NjnSanQ4KKmaowP9cA4O08V+QbkZ2djxGTBgT6rmMtD5L2Vq9dho34UG/XAK6PZOLNkGgMmNxwuT2zzNP9zxJRDnCftkaCfYYeG+lGam41cvQ6r89zonI29sPPknyOWOE92ux0VFRXRzZM3R4R7f5r/2cib9+a/P5mM8fubMNRno1j/Jgz3GTbav3ODzdP8z0NGY/i8F+37U7h58r6e5v+dazKiTuEU58lkDP3ZKNQ8+X82CnJZadkd/TzF+jehXy73ztPAwACKiooC58mb9yJ5fwo3T8HyXpEO7UYjcqzT4jwZjYGx5/+eG83raWJCmnny5ohw8xTpZ9g0qxvl5ub6jqGyshLT09Pw2r59O+644w4sMD0GCG7AMK/tTU4pMNq+cPv5ju0GhluAS+4JvL7hXGDt+4HC5cD4EeCFbwEPXQHc8DygjGDR2d6HF9/Ga9NVkW/rRyEICe6aS5kt2v9Vi7RvUqg+S6HuG699RvuVkqX8r2Kox1hkn+0dHWi8+Jbg90ny8b/85AN4cNdRvOA5Hg+ePo7TG0rCz00044xFjM9pTPv032+kz2ms8bXUfSbq+BcT49ejjEYjtm3bFv/jT/Q8RUoOcZro5zTYY4UTyX7jNU+h9rvI8QfN3dHuJ9T20ewzUqkep5GQIvbDSfXndCnHjwhyd6zjDEcOz2kk+w+1TRzG+aNnDqFtUCxa/vpjW6Bbf3HI3e7tncRlv3oD5yp3+657z7pyfGRbbfjjiuX4g1z/nh3ZqB19BWqlEr/+1jegUoY4ZXYkz10M8xRVjC/lK+Kh4jeeXzVPdE/beLzvh8sDyXzthxtDqn2WijX2g9zHF+/B9hOpaD+fLTX3LfYYyZyncPtdSn5IMxGvtDUNAD9bA3zyOaDmhLnrn/0mcPQN4FMvhn+gf38e6DUCn90ZfrvxI8AvNwHX/ktcxbuYOwoARYj3mvm2Tyy+TRBcaUskM6l0Js+AnrZq9rSl+CgpKZF6CEThxfCHQyrlbqJEYO5OTzlav5OR2d0I8qe0z/yTkAHJ62nr9njQPWZFLYDyPF3ogm0CxT3GM6hwQ+mHOZ3iIeLPv9nFgEIFWIYDr7eOAIby8Pd1WIHmJ4Czv7744xStEB9r/HBkRdtw/NfHRlrYDYJVFCKZ0ahT5/9ibH49bXkiMooXrTaKM3oSpYlUyt1EicDcnZ78z1tiXaSv7fyTkAGAKUlF21GLA063+AdyRb4+KY85H2OcMgnjnZJKrQWqNgFHXpm7zuMBDr8CLNsW8m4AgIP/BFx24LgrF3+cqT5gehwwRNEXXRCC/wBLKtZ68S8EIpkZGx9HsdSDmOW/0lan4YnIKD76+/tRXV0t9TCI4iouuTsRX2ElihPm7vSU7b/S1hm+ABt0pa3dGfuDR7HSdHDKBkAsIlXkZcX+mEvAGKdMwninpDv5ZuAfNwFVm4Hq44FdvwacVmDz1eLtT3wGyKsEzrsj8H57HgTWvG/hycXsFuCVHwBrLxV75U4cAZ77P6BopdjrNhJ3TC68zuUAxruA134KHHgMaLwA+Mhfoz1aHxZtiWSmsKBA6iH42P1W2urYHoHixNu4nkhOUil3EyUCc3d68l9pO22PbKWtRqWEXqOC2eaEeSY5K20HTDMAxK/ZVuSHa+KQOIxxyiSMd0q6pisA6xjw0vcAyxBQsQG4+om5k5NNHQMU82oOox1Az5vANf9YuD+lChg6KJ5MzDYF5FYC9WcD59wOqJfwPqLWAmVrgQ/cBwwfAjqeBXb9Bjjlc7HtLvaRiKamndh7bBJTM07kZ2mwaVkB8rM1S90tEclAYE9brrQlIiIiSic5Ov+etqELsE63Bz1j4hnAK/L08AgQi7Z2FwRBgCIOXxENZ2jK7rtcmS/NSlsKgt8AoVTF2ExPJ35a/Anm4zsWXleyCrhjKvj2mqzgxdx4USiAkgZgqBl494HkF21nHG7c8eRBPLHnGNyeuQa7KqUCV2xZhu3vX48sLYs0RMk2MTmJUqkHMcu/p62OPW0pToaGhlBbu8iZqInSTCrlbqJEYO5OTwErbZ2hV9oeHbPC5ZnrKWue7WXrdHtgd3mgT3CbrIGpGd/l8jxpVtoyximTMN6JwnDagGNGoOtF8ffJnph3FVPR1u0RcN39b+Odo+MQ5t3m8gh49J1eHB614pFPnQSlBGfuJMpkxUVFi2+UJFxpS4lQVVUl9RCI4i6VcjdRIjB3pyf/nrbWMCttO/362Vbm6yEINt/vZpsr4UXbQZO40jY/SxNQaE4mxjhlEsY7EYA7C8Pf7j0hWXZJzA8R09K3v7/TC+PR8ZC3CwDe6R7H33f3xjouIoqR05Wc3mGRsPkVbbUqrrSl+HA4HFIPgSjuUil3EyUCc3d6Clhp6wi90rZrxOq7XFmQhVz93P0sYYq98WCxuWC2iSc8k7I1guQx3vbfuR+iBJM83olSgbcoKwjBfxQK8WfDFTE/RExVlH/t7fddft+GStx//Tb8+3On4f7rt+G9Gyp9t/1zT3+wuxNRAplMJqmH4GN3ikXbbK2Kq+4pbkZHR6UeAlHcpVLuJkoE5u70lO3X09Zsc8HmdMPp9kAQAr9vGbDSNk8fULT1FlQTZdA01xpBqpOQAYxxyiyMd6JZwvz+A/Ns+DBwzjdj3n1M3x05NGiCAsAZjaW456NbAm47e3UZrrv/bbzaMYJDg/wDhCjZSktiX3ofb3aXuCJDXKWR2A/slDlqamqkHgJR3KVS7iZKBObu9OTfHuGtI2P43jef9v2uUiqgnv3xfrtKoQDKFxRtE7vSdsA0dxKyijzpVtoyxhfBEz/JCuOdCMBlvw5+vUIJ6POByk1AXmXwbSIUU9HW+xWXzTXB+zdsri3Aqx0jsNpDf4WGiBJjxmbDIp1Vksbb01Y88zCLtnHBD7ywWCyLb0SUZlIpdxMlAnN3ejLo1MjSqjATpDWC2yPA7RFg97tuRUkOtOoZGPQa33Vme4JX2vqdhKwyX5/QxwqHMU6ZhPFOBGDTRxP+EDEVbXP1GkxOO/Buz0TQ29/tmQQAGPTSNIEnymTJegOdnHZArVLCoAv9Orc5/VfaEsXHxETw9x6idMY/fkjumLvTk1qpxA2nrcRrHSNwuDyw6org9ghweQS43OK/bo8HLreALK0KXzq/EcC7yNUlb6Xt4NTcSc8qJCzaMsbjjAsVUhrjnSg5YqqkrK3Mxc6uMbzWMYJbHt6DD2ypRolBh1GLHY+/24fXOkagmN2OiJKrvKws4Y/ROWzG++9+A26PgM+eXY+bzqqHTh14VmCX2wOne3alrTaxZwymzFJXVyf1EIjiLhm5m0hKzN3pa1NNATbVFIi/rD558Tu0iYt8vBJetDWJRVu9RomibG1CHyscxvgsFlszAuOdMtLLP4z9vmd9Naa7xVS0vXRjNXZ2jQEAntrfj6f2Bz/h2KWbqmMaFBHFzmyxID/Bj/HSoRHMzK6i/fnzHXhyXz++e9kGnFxf7Ntm2jn3NbrsMKtxiaI1Pj6O0tJSqYdBFFfJyN1EUmLuziwG/dx/2FsSWLR1uj0Yme1pu6LEAKVSum8tMMYpk6REvPM/CCjZXv6+2Lw9FjEWbZWx3OmDxy/DtroieM+RJvj9eJ2woggf3LIspkERUeymp6cT/hijVnvA74dHrLjqvl348t/3YdzqEMfh19OaK20pnkwmnuSS5CcZuZtISszdmcWQpPYIR8em4Z49c3d9aU70O2j771zhZ4kY45RJGO+U0QQhup8liGn5m1KpwAMfPwHbn2zGE+/2+d4oAUCpUOCDxy/D9vevh1IZYwWaiGJWWVGR8McYszh8l1eW5ODwqBUA8NjuY3ihdQjfeN+6ua/RgT1tKb7q6+ulHgJR3CUjdxNJibk7s6iVSuRo1bA6XLAk8ERkh0fmVtbWlxoADCXssRbDGKdMwninjJRfAyS5zBlzJSVLq8KPPrgRX3/vWuztncTUjBP5WRpsqilAgYS9hIgy3cTkBBLdTXrMMrfS9m+fORnPHBzED58+BLPNhYlpJ778932oL81B3ew2OTqutKX4GRwcRFFRkdTDIIqrZORuIikxd2eeXL1YtE3kStuuEavv8spYVtrGEWOcMgnjnTLSFw8k/SGXvPytIFuLs1bz5BlEqcJmsy++0RJ5WyAoFUBRjhZXn7Qc568rx7eeasFT+wcAiB+i62YbsHClLcWT1WpdfCOiNJOM3E0kJebuzGPQqwETMON0w+n2QKOKqTNfWLuPjvsuryrLBcxxf4iIMcYTiL1LUw7jnSg5YqqkNPdNwdgtvkG+d0MlyvP0vtuGTDb854BYtNlWV4Smap5WgyiZqquqEv4Yo7PtEQqztVDNtkEpy9Pjno9uwRXHD+Ob/2zGsYkZ3/bZ7GlLcdTY2Cj1EIjiLhm5m0hKzN2ZJ9evr63F5kJhTny/jWmxu/BqxyhOB5CfpcGaCmmLtmkZ4yyGUozSMt6JEsXjAdqfBo69DcxMAlkFQM2JwKoLAOXS/sMypnv/9tXD+PZTLfj9a0dQPO/Nt8SgwwM7u/Htp1pw7ytdSxocEUVvZGQkofsXBAFjsyciKzYs/PB99uoyPPfFM3HjmfVQKRRQKhQ4taE4oWOizNLT0yP1EIjiLtG5m0hqzN2ZJzdL47tsSkBf21faRuBweQAAm2sLJD+fCmOcMgnjnWjWSBvw6xOBv30MeOMXwLsPiP8+8lHg1ycBI+1L2n1MK2339U4CAM5cXQr1vK+5qJQKnNFYigd3HcWenkm82zOBB3Z2wyMAnzu7Aasr2LGNKJEczsSd7AEA7C4PbE7xQ3Fxji7oNllaFW67aA2mKjfC4fKgdHkR0JbQYVEGsdlsUg+BKO4SnbuJpMbcnXnmr7SNt6cPDvouH18rfW9NxjillSWusma8EwGYmQAevBww9Yu/K/z+81AQgNF28fabXgeyCmN6iJhW2o6YxVV2lX5tEfyVGsRCzsDUDD5875vY2TWG51oG8b+P7YtpkEQUuZqaZQndv//JJIKttPWXn6VBaW7wwi5RrNauXSv1EIjiLtG5m0hqzN2Zx+BXtI33ycjsLjdeOjQMAMjRqtFYYYjr/mPBGKdMkpbx3vbfuWI1UTzsulcs2HqLtYIAaHLEf73M/cBbv435IWIq2nq/edI1Ygl6++HRuabUf/r4CTB+4zz85mPHo21IwiZDRBlioH8gofs32eZWg5UYWJCl5Ovs7JR6CERxl+jcTSQ15u7Mk5uVuKLtzq4xWOziPo9blg/1EnsGxkNCY9xbbEpkwYkFLYoCczoRgPbZnKlQAe/7KfD1fuDrx8R/3/cTQDl7bp+2/8T8EDG1R6gqyELniAX/OTCIa04ex/HL576OsvvoOHbsH4ACQH2pAaetKgEA5GVpoFIs3mforcNj+N2rh3GgbwrDZjt+e83xuGB9BQDA6fbgJ8+24eVDI+gZn0auXo3TGkrw1YvWBJwMbXLage1PHsQLrcNQKICLmiqw/f3rkeP3v72tAyb837+ase/YFIpztLjulDrceGZ9wFh27B/AT59rw7GJGawozsFtF63B2WvKfLcLgoC7nmvHw8ZemGac2FpXiO9ctgErSnJieVqJ4sLldid0/wErbeN8QgmiSDj5NXKSoUTnbiKpMXdnnlzdXE/beBdtn2mea42wZXlsXzmNN8Y4ZRLGOxGA8SPiKttNVwHbPjl3vTYb2HYD0L8X2POQuF2MYvovyZNWiicVcno8uPK3u/CJPxmx/V/N+MSfjPjI73bB6REbwp9cP3fyoWmHC9edUrfovqedbqytzMO3Lm1acNuM042DfSb8z7kNeOqW03DvNceja9SKGx54J2C7zz+yF+1DFjz4yRNw//Xb8PaRcXztiQO+2802J675w9uoLsjCU/9zGr723rX4+fPt+Otbc820dx8dxy2P7MGVW2vwn1tOw/nry/HpB99B2+DcauF7XzmMP+7sxncva8I/bz4VWRo1rr3/Ldic/MOLpLN8+fKE7t/st9K2aJH2CESJ0NS08P2BKN0lOncTSY25O/Pk6v1W2sbxRGRuj4DnWoYAAHqNEuur8uO276VgjFMmYbwTAXCJrWORWxn8du/13u1iEFPR9vpT66BRKaEA4BYEvNw2jAd3HcXLbcNwecTeDRqVMqBIe/qqUvzvhWsW3ffZq8vw5QtW48KmigW35ek1eOiGE3HxcVWoLzVgS20hvnXJehzom0Lf5AwAoHPYjFfaR/DDKzZgc20httUV4Y5L1uPf+/sxZBKbZf9zbz+cbg9+9MGNaCzPxSUbq3D9KSvw+9cP+x7r/je6cWZjKT5zZj0aynLxpfNXY31VPh54sxuAuMr2/jeO4H/OacD56yuwtjIPP7tyI4ZMdjw7+yGCSAq9CT6Tp2nGf6Ut2yNQ8rW0tEg9BKK4S3TuJpIac7fMBfn6vkE/t9I2nicie6d7HGNWBwDgrMYy6NTSt0YAGOOUWRIa78loB0IUDzliZwG0PrWwMOuyA4eeCtwuBjG9w9WXGvDtS9dDEaLdgVKhwLcva0J9aeIbwpttLigUQN7s/+S+e3QSeXo1jltW4NvmtIYSKBUK7OmZBADsOTqBE1YUQev3Bn9GYwkOj1gxNe30bXNqQ+ATe0ZjKd49OgEA6B2fwYjZHrBNnl6DTTUFvm2CsdvtMJlMvh+iePP4N71OAHNAT1uutKXk88x+m4NIThKdu4mkxtydeXL9WtPFs2j7zMG5BTIXNJXHbb9LtWiMsxBFMsKcTgRg2VbxpGMjrcCvTgCe2w68+Svx31+dAAy3iu0Tlm2L+SFi6mkLAFduq8Wq8lz87pXDeOfoBKZmHMjP0mJbXSE+fcZKbK5NfG8hm9ONHzzdiks2ViF39n9yRyz2BSdHUquUKMjSYMRi922zrDA7YJvS2fuMWGzIz9bM7kc7bxstRn37sAXcz38/3scJ5vvf/z7uvPNOAEBJSQlGRkYAAHv27EFxsdhOYmhoCFVVVXA4HBgdHUVNTQ0sFgsmJiZQV1eH8fFxmEwm1NfXY3BwEFarFY2Njejp6YHNZsPatWvR2dkJp9OJpqYmtLS0wOPxYOPGjdi3bx8ABL2sVCqxbt06NDc3Q6PRoKGhAa2trdDr9aitrUV7eztycnJQUVGBrq4u5OXloaioCN3d3SgsLITBYEBvby9KSkqg1WrR39+POrt4fBOTkyguKoLT5YLJZEJpSQlmbDZYLBaUl5XBbLFgenoaJaUnwtLbA5vNjvKKU0IeU19nJzyCgLoV56K7owMAFlz2P6bejg6oVSqUVVtCHtNoRweys7OhKxrBREcHDAYDlPmDMHV0IC8vD25DH6wdHSgsKMBMVk9E86To6EBlRQUmJidgs9lRXVWFkZEROJxO1NQsw0D/AFxuN5YvX47enh54BAErVqzAkSNHMGUqCTpPhcOdqKmtxdGjR6FWqVBZVYne3mPQajQoLS2Fx+NBS0tLwDxVTE1haHgYStWqoPNUXl6OrJERTExOIsdwHFRDQzCZTMjL3wzPwAAsFgsKi7bC3teHvpFxAOJZzvsPt2GqcF3U8+R/TN0dHVAqFKiunYlqnnINBgwND8NgMCBLr8fI6Cjy8vKgUasxNj6OwoKCBbHXazImbZ6USiWatA4cPXoU0zOVWK2YQW/vMdgdy7DSaUVffz9c7uWomTZjYHAQAlbGdZ5ieT15jwlA0MtKhWJB7DUbjTHnCO/rCQC6TcaI855er4fRaMQ6lRUjIyMYMRnRpJ3BQP8AxkxGHKd3oLenBxMmIzZluySZJ/9c7p2nUHlvfuwdPnAgqfNUae5DrsGAdqMR1dYBZOn16DQaUTMzBI1ajcNGoy+Xd5uMWOkcC/t6MplMWKMwY2JyAkOm+M1TqPcn7zzp9ToUFhRiYHBwQY5Q5g8mbZ5aWlqQO9CBFStWYK/RiPyh4Je9uXy/0Yji0cOorKiAMQXmKZK8FyyXz389BXt/Wso82To6UFxUBNORI3B2dKC0pARjnZ3wdHSgvKwMg21tvlze29IS0WejmOZpia+nUO9P3lwebp6ifX8KN0/zPxv1d3RAq9GgsGIKQx0d0Ot1MJSOh/xsFO08TUxMoLq6Gm3z5kl9uGPJr6dQec+by8PNU7SfI8LNU319fcB77kR3NxxOJ6qqT8fw4cNwud2oqT0ros9GofJeqHnyf89dyjwFez3Nj70RkzHsPPm/J3UfOQKtSgGHW8CYeRqdncE/w0YyT0rVKhRPTGBkZAQ79okndlEpgMYcJ0aGg382SvY8KZVKWCyLv57mx16n0Rh2nhb7+ymaeZr/N6H/+6/3stlSFvKzUSSf94onJjAyOgqNdg3yxsYwNj4Ofdb6kJ9h4zFP82Nvr9EYNu9F+/4Uyzz1mYxoFKZgtlgwYDKG/GwUap6Czc1S58n/M2w08+Sfy73z5Ha7MT4+HlCP8M5TJO9PscxTi9GI8qkeFBYU4pDRGPI9N9TnPf/PRg3uCUnnyZsjws1TpJ9h061ulJub6zuGtLf1E0DLk+LliaPAzl/O3ea/IGPrJ2J+CIUgpO7SjrrbdgSciMyf0+3BTQ/txsCUDY98+iRf0fZXL3Xi8d3H8OKXzwrY/vhvP4cvvKcR15y0HNf84S0sK8zG9z+wwXd7x5AZ77nrVTx/6xloKMvFqm/8Bz/50EZcuqnat82Db3bjFy904J3b34PdR8dxxW/exNtfPxdlfidBu/kv7wIK4Fcf3RL0mOx2O+z2uaJuXl5eTM9N2oj2f5JXXzR3n9UXLb7f+duHum+89hnJfoLtMxahHmORfbZ3dKDx4luC3ycOx//TZ9twd98qAMD+O85Hnt9X3yLeZ7TbBNs+FjE+pzHt03+/kcZUIuJUquc0Ev6PG8V+jEYjtm3bltrPabD9R4pxGp1InpdI9huvefLfVxTHHzR3L3GfMY0zUqkep5GQIvbDSfXndCnHjwhyd6zjDEcOz2kk+w+1TTzGOV+Uz+nXntiPYbMdGpUSP/vwRmRrg6wZimSfs2M6OmbFmU9mAQBOX1WCBz95Ysq8R0X8+WS+ZMdpsMeQMrfGYz/zJfM5DTeGVPssFes+g+zXF+/B9h8pPqfh97nYY1NqeOYb4ura+Z0IvKXWUz4HnP+dmHcflwZANqcbg1M2WO3xPStoKE63Bzf/5V0cm5jBQ5880VewBcSVrqPzVrq63B5Mzjh9q2KDbeNdHVtq0Ptt45i3jcO3ite73fxVtSMW+4LVt/50Oh3y8vJ8P0TpxjT79TatShnwtTciIiIiIn/ek4Q53R7sDtNCLlK7j076Lgdb2ENERJRUF3wXuPxeoHy9+Lu3WFuxAfjA75ZUsAWW0B4BAJ7c14/7Xj2MlgETBEHA19+7Fo3lufj3vn4oFMA33rcO+VlhVuHFwFuw7R6z4uFPnYTCnMAWBluWF8Bkc+HAsSlsWCZ+SNjZNQaPIGBzbQEAYPPyQvzkmTY43R5oVGLd+vWOUawszUF+tsa3zc7OUXzytBW+fb/eMYIty8W2DzVFWSjN1WFn55jvw4jZ5sTe3klcfRLPAE3SWbFixeIbLYG3p22xQRuyrzVRIm3cuFHqIRDFXaJzN5HUmLsz06kNJXipbRgA8HrnKE5fVbqk/e3pmQBQCYUCOH9deRxGGD+MccokjHfKWL89A9h0NbDhg0B2kXjdxo+IP84ZYGYSyCoANFlxebiYV9p+7z+t+MIje3Cwfyrg5BkrS3Pw2LvH8NjuY3i6eSDq/VrtLhzsn8LB/ikAQO/4NA72T6Fvcma2JcK7ONA3hZ9fuRluQcCw2YZhsw0Ol9gIu6EsF2c2luK2J/Zjb+8k3ukex/YnD+L9x1WhfLaNwaWbqqBRKfHVx/ajfciMf+/rxx/f6MYNp630jeMTp9bhlfYR3PfqYXQOW3DXc+040DeF606uAwAoFAp84tQVuPvFDjzXMoRDgybc+ug+lOfpUu4DBGUWb5+gRPB4BN+JJIpyeBIykoa3rxKRnCQydxOlAubuzFRXnI2qfPEP185hCwZNtpj3NTA1g/6pGQDAltrCgBZ1qYAxTpmE8U4Za2A/8PRXgZ+uAf52DdD2NOA9MZ8mC8irjFvBFohxpe1LbcO477XDUACY3xB3WWE21lfloaXfhFc7RnHlttqo9r3/2BSuum+X7/fv7GgFAFyxZRm+cN4qPN86BAB47y9fC7jfw586CSfXiyfy+sVHNuH//nUQH7tvF5QKBS5sqsAdl6z3bZun1+DBT56A//tXMy6++3UUZWtxy7mr8NET58Z6/PIi/OIjm/HTZ9vw42faUFeSjd9dsxWrK3J929x45krMOFz42hMHYLI5sa2uEA98/AToNaqojpkoXUw73XDP/idNcZg2IERERERECoUCp64qxt/fOQYA2Nk5ig9sWRbTvt7tmfRdvpCtEYiISEpuB3DoKfEnpxQ47sPApo8BZWvj+jAxFW0ffPMoAPFN+OoTa/HgrqMBt2+uKcTBfhNa+k1R7/vk+mJ0/+B9IW8Pd5tXQbYWv7xqc9ht1lbm4e83nhJ2m/cdV4n3HVcZ8naFQoFbz1+NW89fveiYiJIlkV+xNc22RgCAEq60JYnw61gkR2yPQHLH3J25TlpZjMd398EjCHizawyXbqrCy20j2HV4HCesKMJ7IvxTao9f0TYV+9kyximTMN4pYxUuByb8aqCCAFiGxZORvfkroHKjWLzd8EEgq3DJDxdTe4R9vZNQAHjvhkp869KmBbdX5ItfVRlawtdfiCg2ifyKrXlm7mSDxQYWbUka/DoWyRHbI5DcMXdnroIsLTZUi+cAGZ924I4nW/DXt3tweNSCR4w9eHz3sUX3MTA1gyOjFgDAmopc1BZnJ3TMsWCMUyZhvFPG+vw+4BNPA1uuBXR5gbcJAjCwD/jv/4rtE/5+PdD+7Fz7hBjEVLQ1z/a0XOPXKsCf3ekGALjc85snEFGiKRN4cjCz30pbtkcgqSiVMbdjJ0pZiczdRKmAuTuznTrbxg6Ary+t19f/cQDNfVNh7//swSHf5QubUm+VLcAYp8zCeKeMVnsScMkvgS93AB9+AFh9EaCcbWQgCOKPyw60/At4+ErgrvXh9xdGTK+0vCxxMN2j1qC37+6ZAAAUZGtiHBYRxaqmNro+0tEw2/1W2rI9Aklk3bp1Ug+BKO4SmbuJUgFzd2Y7rqYABt1cZ77iHB021RQAAOwuDz7z4G6MWx0h7/9086Dvciq2RgAY45RZGO9EANRaYN2lwFUPA19qAy76EVA126pVoZgr4FoGw+8njJiKtmsr8yAAeHJfPx7z+zrLkMmGHz59CDu7xqAAfF+DIaLkOXr06OIbxcg047/SlkVbikHbf+d+YtTc3BzHARGlhkTmbqJUwNyd2TQqJa7cVoPiHB3OWl2KOy5ZhxvPrMfKUgMAoG9yBp/767twuRd+hdRsc+Ht7nEAQFmuLuS3PaXGGKdMwngnmie7CDjx08CnXwLe/3NAnSUWbpcophORXb65Gq93jsLp9uB/HxN7mQgA/vB6YD+2yzZXL3mARBQdtUqVsH17W6MA4goJIiloNPwWB8lPInM3USpg7qZT6ktwSn1JwHWfPase/9ihw6jFjp1dY/jRM234+nsDz7y999gk3J4iQAlsri2EIkXbyTDGKZMw3onmGesC9v9N/JnsidtuY1ppe/nmapxaXwJvx1rF7I+/UxtK8P6NVUsaHBFFr7KqMmH7Duxpy5W2JI2Ghgaph0AUd4nM3USpgLmbginM1uI3V2+BWin+Nfm7Vw/j3/v6A7bZO9t6DwC21C79TNyJktExvsRvUVH6yeh4J/KamQCMvwd+fx5wz1bg1R8DE0fFlgjA3L+la0PvYxExFW0VCgV+f91WXHVCLVRKBQTA96NUKPCRbbW479qtMQ+KiGLX27v4GXhjZeJKW0oBra2tUg+BKO4SmbuJUgFzN4Wyra4I//f+uf6Y//vYfhwaNAEAbE43mvvFy/lZGqwsyZFkjJFgjFMmYbxTxnI7gdZ/A498DPjJauA/XwH6ds8VaL30+cC2G4BPvQh8dmfMDxdTewQA0GtU+N7lG/DVC9ZgT+8EpmacyM/SYHNNIfJ5AjIiyWjj8FWVcasDOrUS8z8We1fa5mhVyNLyq7wkDb1eL/UQiOIuHrmbKJUxd1M415y0HPt6p/D4u8cw43Tj03/ejf9e6ELLgMnX53ZzTQGUytRsjQAwximzMN4pY/1kFWCbEi8LQmDfWoUSaDgH2PRRYPX7xBOVLVHURVuL3YUvPboXANBYnosvnb8aZ60uW/JAiCg+SktLl3T/NzpHcf9j+5CjVePTxWegye8270rbYgNX2ZJ0amtrpR4CUdwtNXcTpTrmbgpHoVDgu5c3oW3IhOY+E3rGp3Hfa4eh08wtEtiyPHVbIwCMccosjHfKWDOTgYVaQQBKV4uF2uM+AuSWx/Xhom6PYNCp8VLbCJ5rGYLbIyx+ByJKqr7+/sU3CuPJveL9rQ4XPv3ndzA1I66udbk9sNq9RVv2syXptLe3Sz0Eorhbau4mSnXM3bQYvUaFe68+HkU54ufMA31TeKd7HACQp1djdUWulMNbFGOcMgnjnTKaIAC6PGDrJ4AbXgBufgs49fNxL9gCMfa0rS3KBhBYXCai1KDXL20VrLeHGAD0T9nw65c74XR7MD7t8F1fnMOiLUknJyd1+9kRxWqpuZso1TF3UySWFWbjnqs2Y34XhPPWlkOtjOlP16RhjFMmYbxTxmo4F/jgH4AvtwMX/wxYdnxCHy6md74Pb10GAcALrcNwuDxxHhIRLUVhQexfHXN7BLQPWQKu6xy24MFdRzFssvuu40nISEoVFRVSD4Eo7paSu4nSAXM3ReqUhhJ87aLAM22fvz7144cxTpmE8U4Z6+rHgaYrAHVyaiIxFW0vWF+BbXVFaB8y46P37cLTzYPoHDajb3JmwQ8RJdfA4GDM9x2x2DHjdAMAqguyoVOLKeKNzlF84k9G33Zsj0BS6urqknoIRHG3lNxNlA6YuykaN5y+AietKAYgLhY4szH1+34zximTMN6JkiPqE5EBwFk/eRkKAAKAd3sm8Nm/7A66nUKhQNf33ruE4RFRtLKzs2O+b9/ENACxIHv88gJsXbMRTz5qhCAAw2a77795eCIyklJeXp7UQyCKu6XkbqJ0wNxN0VAoFLjh9BU4bVUJKvL1yNKqFr+TxNIixtv+O3d59UXSjYPSXlrEO5EMxFS09fK2Ggp5OjKBJyojSrZcgyHm+x6bmAFQAABYVpCF4zdWYZ1pDf785lFgfG67Eq60JQkVFRVJPQSSC/8/XiW2lNxNlA6YuylaCoUCayvTpzDEGKdMwngnSo6Yu7kLfj9ElDqGhodjvq9YtBVVz55wsKEsF9+8eB2+csFq6NQqFGVrccaq1P+KGslXd3e31ENYXNt/536IIrCU3E2UDtIidxMtAWOcMgnjnSg5Ylpp+/CnTor3OIgoTgxLWmk7DQDQqpQo9WuBoFEpcfPZDXBVbIIgAJocrrQl6RQW8oRNJD9Lyd1E6YC5m+SOMU6ZhPFOlBwxFW1PWlkc73EQUZxk6fUx3c/ucmPEYgcAVBdkQaVULNhGrYx5cT5R3LC4RXIUa+4mShfM3SR3jHHKJIx3ouSIugLjdHvwZtcYntzXjze7xuBweRIxLiKK0cjoaEz365+0+dpQVxdmxXFERPHV29sr9RCI4i7W3E2ULpi7Ka5SsAURY5wyCeOdKDmiWmm7s3MUX3x0L0bMdt91pbk6/PRDm3DaqpK4D46IohfrmTy9rREAoLqQZzGn1FVSwvcbkh+ehZnkjrmb5I4xTpmE8U6UHBGvtO0dn8YNf34Hw2Z7wEnIhs12fOrP76BnbHqRPRBRMmjUMXU9CTgJWQ1X2lIK02rZU5nkJ9bcTZQumLtJ7hjjlEkY70TJEXHR9g+vH8GM042FXS7FXpj3v3EkjsMioliNjY/HdD//oi3bI1Aq6+/vl3oIRHEXa+4mShfM3SR3jHHKJIx3ouSIeFnHG51zvdYu21SNLbUF2H10Av/a17/gdiKSTmFBQdT3EQTB1x6hNFeHPL0zzqMiip/y8nKph0AUd7HkbqJ0wtxNcscYp0zCeCdKjoiLtv2TM1AAOGdNOe66chMA4JqT62Cxu/HCoSH0Tc6EvT8Rpa4Rsx0WuwsAsKYiFwBXfBERERERERERSSXi9gjTTjcAYMvygoDrN9eKv9tmbyciaU1MTkZ9n0ODZt9lsWhLlLqGhoakHgJR3MWSu4nSCXM3yR1jnDIJ450oOSIu2nppVcqwvxORtIqLiqLa3uMR8J8DA77fV1fwDOaU2qqqqqQeAlHcRZu7idINczfJHWOcMgnjnSg5oj5V8f5jU3h897G53/umfJf9r/e64vhlMQ6NiGLhdLki3nZq2okvProXLx4axrlKQKEAttQWsDsCpTSHwyH1EIjiLprcTZSOmLtJ7hjjlEkY70TJEXXR9qn9/Xhq/8IzBQoAvvLYvgXXs2hLlFwmkwkVEWzXOmDCZx7cjZ5x8QRkCgXw4a21WFlqYNGWUtro6ChWrFgh9TCI4irS3E2Urpi7Se4Y45RJGO9EyRF10RYQC7Reitkf/+sVs5cVIKJkKy0pWXSbf+7pw21P7IfN6QEAFGZrcOvpq7Guiq0RKPXV1NRIPQSiuIskdxOlM+ZukjvGOGUSxjtRckRVtBWWcB0RJceMzYbCELc53R58d0cr/rSz23fdhup8/ObqLVg2/EpSxke0VBaLReohEMVduNxNJAfM3SR3jHHKJIx3ouSIuGj78KdOSuQ4iChOQr2BTk478Kn7dsHYPeG77sqtNbjz0vXQa1TAcLJGSLQ0ExMTi29ElGb4xw/JHXM3yR1jnDIJ450oOSIu2p60sjiR4yCiOCkvK1twXeewGb9+uQtG63EAAK1KiTsvXY+rTqhN9vCIlqyurk7qIRDFXbDcTSQnzN0kd4xxyiSMd6LkUEo9ACKKL/O81VpvHxnHj55uw9SMEwBQma/HozeezIItpa3xcZ4pj+Rnfu4mkhvmbpI7xjhlEsY7UXLEdCIyIkpd09PTAb8/sLMbbkHsNH3yymLc/dHNKDHopBgaUVyYTCaph0AUd/NzN5HcMHeT3DHGKZMw3kkSb98HvPFLwDIEVDQBF/0YWHZ88G33/AX412cDr1PpgG/69YUUBOCl7wHvPgDYpoCaE4GL7wKK6xN3DFFi0ZZIZiorKgJ+HzTZUDB7+Y8f3yb2ryVKY/X1qfMmShQv83M3kdwwd5PcMcYpkzDeKemaHwee+bpYVK3eCuz6NfDQ5cDndgOG0uD30eUBn3tn7neFIvD2N34OvPVb4PLfAAXLgZe+Czx4OXDz24BGn7BDiQbbIxDJzMRkYFP4UYsdAJCtVbFgS7IwODgo9RCI4m5+7iaSG+ZukjvGOGUSxjsl3Zu/ArZcB2y+GihbA1z8c0CTDex5MMydFEBu+dyPwe8cEoIA7PoNcMaXgTXvE1fuXn4vYB4EDj2V6KOJGIu2RDJjs9kDfh81i7/nZWmkGA5R3FmtVqmHQBR383M3kdwwd5PcMcYpkzDeKR5MJlPAj90e4vOwywH07wVWnjV3nVIp/n7MGPoBHBbgribgZ+uAh68ChlvnbpvoFtss+O9Tnw8s2xp+n0nG9ggpYvfu3SgtFZd0Dw0NoaqqCg6HA6Ojo6ipqYHFYsHExATq6uowPj4Ok8mE+vp6DA4Owmq1orGxET09PbDZbFi7di06OzvhdDrR1NSElpYWeDwebNy4Efv27QOAoJeVSiXWrVuH5uZmaDQaNDQ0oLW1FXq9HrW1tWhvb0dOTg4qKirQ1dWFvLw8FBUVobu7G4WFhTAYDOjt7UVJSQm0Wi36+/tR7hJfdEMmB6oKtHC4BIxanKgp1MHicGPC6kJdsR7j0y6YZlyoLx3H4MA0rHY3GiumQh9TjwUej4CNKxzY120Wj2P+Zf9j6jZDo1aiodoS+pi6zcjLUqOoaATd3WYU5qhhyB9Eb7cZJQYNtIY+9HebUZ6nBXp6IpunbjPqS/UYNDnFYyrPQs+4HTanB2srstE5aoPT5UFTVTZaBmfEY1qWg33HrIDJGHyeJi1YV5GF5v5p8ZhK9GgdnIZeo0RtkQ6jKIarpQUVFRVoa+/A2mwLch1aVBfko7OzM/g8lZcD43Zxngx9cIzaxHnKH4RlZEacp6IRjA/NzM1TJLEXap78j6nbDKVSgXW1M9HNU7Ya3WM2cZ60KvRO2MV5UivQP+kQ52l+7JmMyZsnpRLrtG5xnmb2okHhFufJcQC1bhfah2aQ425Bhc2JrhEb8tCGIrNTPCZVHOcpmteT95iAoJeVSsXC2DMao8sR3tfT/HkyGiPOeyqVCkajEY0alzhPJiPWat3iPJmMaNK7xXkyGbEx2yPtPEWU9+bF3oEDyZ2nmRnx9WQ0otA+I76ejEaUOGziPBmNc7ncaESVxx7+9WQyoV7lFI/JFMd5CvX+5J0nnQoVeRpxnubniPzB5M1TSws8o2ZxPoxGYDz4ZV8uNxqhMVlRVVIBYyrMUyR5L1gun/96CvL+FPM8ARjqNovzdOQIRrvN4jx1dmKi2yzOU1vbXC5vaYnss1EM87Tk11Oo9ydvLg83T9G+P4Wbp/mfjbrN4jxVTKG92yzOU+l46M9G0c7TxARKSkrQNn+ees1Lfz2FynveXB5unqL9HBFunurrA99z+6ziPFVb0HnMKs5T7Uxkn41C5b1Q8xTwnruEeQr2epofeyZj+HmK9v0p0nlSdcIw5RDnSXsE2km7OE9ZPaE/GyV5njweDyyWCF5P82PPaAw/T9G+P0U6T/Pff2cvKy27Q382CvV5z/+zkRTzND/ejMbweS/a96dY5slkRJ3CKc6TyRj6s1Gov92DzI1k8+SXy73zZLfbMT4+729C7zxF8v4UyzwZjcixTovzZDSGfs8NNk9DQ4GfjQSHtPPkzRHh5mmxXJ6mdaPc3FzfMVRWVgac12H79u244447sMD0GCC4A1fKAkBOKTDavnB7AChZBVz6K6B8PWA3ATvvBv5wPvDZXUB+NWCZ7W0bbJ+WoeD7lIBCEGbPUESUCG3/jW771RfN3Wf1RYvvd/72oe4br31Gsp9g+4xFqMdYZJ/d3d2ou+AmAEDv+DRO/9FLOFe5G1uXF+Kmz/xP6Dsm8vgjnZto5ikWMT6nMe3Tf7+RPqeJiFOpntNoHyuK/Rw4cAAbNmzIvOc00+N0sccKJw2eU//cHa99xjTOSKX6cxoJKWI/nFR/Tpdy/Iggd8c6znDk8JxGsv9Q28RjnPMl8zn132cavEdF/PlkPj6nS9/nfFI9p/O3T+fndP7zO2+/vngPtv9I8TkNv8/FHlsG5p/QTqfTQafTBdlwAPjZGuCTzwE1J8xd/+w3gaNvAJ96cfEHczuBe7YBGz4InHM70PMWcP/5wJfagFy/c0s8ep3Y+/ZDf4rtoOKMK22JZMbhdPoue/vZAmyPQPJhs9mkHgJR3PnnbiI5Yu4muWOMUyZhvFM85OXlRbZhdjGgUM2tjvWyjgCG8sj2odIAlccB44fF370rbC3DgUVb6whQsWHh/SXCnrZEMlNTs8x3edTi8F3O07NoS/Kwdu1aqYdAFHf+uZtIjpi7Se4Y45RJGO+UVGotULUJOPLK3HUeD3D4FWDZtsj24XEDQy2AYbZAW1gnFnz992kzAcfeiXyfScCiLZHMDPQP+C4HrLRl0ZZkorOzU+ohEMWdf+4mkiPmbpI7xjhlEsY7Jd3JNwO7HwD2/hUYaQN2fBFwWoHNV4u3P/EZ4Pk75rZ/+YdA5wvA+BHxJGZPfAqY6gW2XCverlAAJ90EvPpj4NB/gKGDwD9uFFfdrrk42UcXEtsjEMmMy+32XR41+7dH4Mud5MHJr5GTDPnnbiI5Yu4muWOMUyZhvFPSNV0BWMeAl74nniisYgNw9RNzbQ6mjgEKv3Wptkng358Xt9UXiCt1P/ksULZmbptTvwA4psXtbFNA7UniPjX65B3XIljFIZKZ5cuX+y6zpy3JUVNTk9RDIIo7/9xNJEfM3SR3jHHKJIx3ksSJnxZ/gvn4jsDfL/y++BOOQgGc8w3xJ0WxPQKRzPT29Pgus6ctyVFLS4vUQyCKO//cTSRHzN0kd4xxyiSMd6LkYNGWSGY8guC7PGJhewSSH4/HI/UQiOLOP3cTyRFzN8kdY5wyCeOdKDlYtCWSmRUrVvguj80WbXVqFXRqlVRDIoqrjRs3Sj0Eorjzz91EcsTcTXLHGKdMwngnSg4WbYlk5siRI77L3vYIeXqusiX52Ldvn9RDIIo7/9xNJEfM3SR3jHHKJIx3ouRg0ZZIphwuD6ZmxLN68iRkRERERERERETpg0VbIpnxfsV2zOrXz5YrbUlG+HUskiO2RyC5Y+4muWOMUyZhvBMlB4u2RDLj/YrtqNnhu44rbUlO+HUskiO2RyC5Y+4muWOMUyZhvBMlB4u2RDI1avFbacuiLRERERERERFR2mDRlkhmvF+xDSjasj0CyQi/jkVyxPYIJHfM3SR3jHHKJIx3ouRg0ZZIZnztESx+7RH0XGlL8sGvY5EcsT0CyR1zN8kdY5wyCeOdKDlYtCWSGaVCAYDtEUi+lEq+dZH8eHM3kVwxd5PcMcYpkzDeiZKDrzQimamprQXA9ggkX+vWrZN6CERx583dRHLF3E1yxxinTMJ4J0oOFm1JNqYdLjy06yieeLcPgiBIPRzJHD16FABX2pJ8NTc3Sz0Eorjz5m4iuWLuJrljjFMmYbwTJQeX35Fs/PKFTnS0DQMAiraM4KzVZRKPSBpqlQoAMGoWe9pq1Upkafi1W5IPjYb/CUHy483dRHLF3B2jtv+K/66+SNpx0KIY45RJGO9EycGVtiQLNqcbf31rbpWSsXtcwtFIq7KqEsDcSttSgw4K9kokGWloaJB6CERx583dRHLF3E1yxxinTMJ4J0oOFm1JFnZ2jcJkc/l+39s7Kd1gJNbbewxuj4DxaXGlbbFBK/GIiOKrtbVV6iEQxV1v7zGph0CUUMzdJHeMccokjHei5GDRltKexyPg+dbhgOv2907B48nMvrZajQbjVge8bX1LDDppB0QUZ3q9XuohEMWdll8zJJlj7ia5Y4xTJmG8EyUHi7aU9vb3TWHIZAu4zmx34fCoRaIRSau0tDTgJGQlXGlLMlNbWyv1EIjirrS0VOohECUUczfJHWOcMgnjnSg5WLSltPdcy5DvcmNZru/ynp5JCUYjvb7+/nlFW660JXlpb2+XeghEcdfX3y/1EIgSirmb5I4xTpmE8U6UHCzaUlpr6Tfh0KAJALCyJAfv31Tluy1T+9rq9ToWbUnWcnJypB4CUdzp9czVJG/M3SR3jHHKJIx3ouRQSz0AoqV4tmXQd/n6U+tQZzBDoRB/33dsUppBSaywoBCjZofv95JcFgJIXioqKqQeAlHcFRYUSj0EooRi7ia5Y4xTJmG8EyUHV9pSWhsyza0o3VJbiGytGlX5WQCAQwNm2JxuqYYmmYHBQYxa/Vba5rCnLclLV1eX1EMgiruBwcHFNyJKY8zdJHeMccokjHei5GDRltKafxuA0tkVpStKxK9quDwCmvumJBmXlLKzs7nSlmQtLy9P6iEQxV12drbUQyBKKOZukjvGOGUSxjtRcrBoS2ltzK9oW5gtrihdWWLwXRdNX9ve8Wm0DZrjNjap5BoM7GlLslZUVCT1EIjiLtdgWHwjojTG3E1yxxinTMJ4J0oOFm0prY1axBWlOVo1tGoxnOtK51YrRVq0fbdnAt/Z0YofPXMIz7cMxX2cyTQ0POwr2qqUChRkaSQeEVF8dXd3Sz0EorgbGh6WeghECcXcTXLHGKdMwngnSg4WbSmteVfa5mXNnVNvWUEWsjQqAJEVbQVBwPf/0wqXxwMA+M+BgfgPNIkMfitti3O0UCoVEo+IKL4KC3nCJpIfA1fakswxd5PcMcYpkzDeiZKDRVtKW3aXB1aHeKKxXP3calKVUokN1fkAgGMTMwGtAoJ5qW0Yxu4J3+/v9kyE2Tr16XQ6jM2uQGZrBJIjFrdIjrL0eqmHQJRQzN0kd4xxyiSMd6LkYNGW0pZpxum7nKcPbAGwqbbAd3lvz2TIfbg9An70dFvAdd1j0zDbXHEZoxSODY7A5REA8CRkJE+9vb1SD4Eo7kZGR6UeAlFCMXeT3DHGKZMw3omSg0VbSltm+1xh1b89AgBsXFbguxyuRcKT+/pwKMjJxw6PWJY8PqkodTm+yyU5WglHQpQYJSUlUg+BKO54FmaSO+ZukjvGOGUSxjtRcrBoS2kr0pW2+45NBr2/3eXGT59t9/1+zpoy3+WuNC7azvgtEuZKW5IjrZb/GUHyo1GrF9+IKI0xd5PcMcYpkzDeiZKDRVtKW2bbXNE2Vx/4x25Vvh6lswXLvb2T8My2C/D38Fs9ODYxAwA4o7EU722q9N12eMSaiCEnxcD4lO9yiYFvpiQ//f39Ug+BKO7GxselHgJRQjF3k9wxximTMN6JkoNFW0pbJr8lpbnzVtoqFApsqikAAJhtLgyabQG3W+wu3P1ip+/3/71gNQpztCjKFoucR0atcAcp9KYDQT13MhueiIzkqLy8XOohEMVdYUGB1EMgSijmbpI7xjhlEsY7UXKwaEtpy+S30jY/a+HXSr1FWwA4Mm/l7O9fO4wxqwMA8P6NVWiqzgcArCwVz4Jpc7nRNzkT7yEnhcXu9l1m0ZaIiIiIiIgSou2/cz9EFHcs2lLaMtlCr7QF5hVtR+eKtmMWO+579TAAQK1U4EvvafTdVl86dxKvdD0Z2Zh5rtjMoi3J0dDQkNRDIIq7iclJqYdAlFDM3SR3jHHKJIx3ouRg0ZbSltn/RGRZC4u2xy3Lh0IhXj7sV7S956VOWB3iatSPnFCDupK5Qm19mcF3uStN+9o6MbfquCSXPW1JfqqqqqQeAlHcFRcVST0EooRi7ia5Y4xTJmG8EyUHi7aUtrztETQqJfTqhaGcq9egYbbdwbHxaThcHvSOT+Mvu3oAAFkaFW45Z1XAfWqLsqFViftK15W2Zru4AlmhgK9HL5GcOBwOqYdAFHdOl2vxjYjSGHM3yR1jnDIJ450oOVi0pbTlbY+Qp9dA4V1SO4+3RYJbENAzbsVdz7fD4fYAAD5xWh3K8vQB22tUSqyvzgMADJpsmLCm35uRefZ5KczWQq3iS5zkZ3R0VOohEMWdyWSSeghECcXcTXLHGKdMwngnSg5WdCgtuT0CLHZxpW2efuFJyLw2+vW1fb1jDP/Y0wcAKMjW4DNn1ge9z5baQt/lvb2TSx9sEgmCgGmnAAAoMXCVLclTTU2N1EMgirvSkhKph0CUUMzdJHeMccokjHei5GDRltKSxe6CINYmkRukn62X/8nIXusc8d3ns2fVIy/IycuAwKLt/mNTSx5rMs043XB6vEVbnoSM5MliSc/WJUThzNhsUg+BKKGYu0nuGOOUSRjvRMnBoi2lJbPN7yRkYVbarqnIhV4TGOaV+Xpce3JdyPvUFGX5Lo9Y0uuPaG/LCIBFW5KviYkJqYdAFHf844fkjrmb5I4xTpmE8U6UHCzaUloyzcwVJ8OttFWrlNhQnR9w3RfOWwW9RhXyPoV+J++amHaG3C4VmfyK2SzaklzV1dVJPQSiuCsvK5N6CEQJxdxNcscYp0zCeCdKDhZtKS2ZAlbahi7aAsDGZQW+y/WlObhiy7Kw2xdkz+1vcjq9TkRmnpl7XorZ05Zkanx8XOohEMWdmSttSeaYu0nuGOOUSRjvRMnBoi2lJdNMZO0RAOCCpgooFIBCAXztorVQq8KHvUGnhlqpAABMWNNtpe3cCuRSrrQlmTKZTFIPgSjupqenpR4CUUIxd5PcMcYpkzDeiZIjfLWLKEWZ7HPFybww7REAYFtdEQovXANAgYZ15YvuW6FQIEenxtSMExNpttLWv5hdksuVtiRP9fX1Ug+BKO4qKyqkHgJRQjF3k9wxximTMN6JkoMrbSktRbPSFgAaynLRUGaIeP8GnbjPtC7acqUtydTg4KDUQyCKu4lJntCD5I25m+SOMU6ZhPFOlBws2lJaMvu1AchdpKdtLHJmi7Y2pwcOlyfu+08UnoiMMoHVapV6CERxZ7PZpR4CUUIxd5PcMcYpkzDeiZKDRVtKS94TbikUc6ti48mgU/kuW/xaMaQ6/562PBEZyVVjY6PUQyCKu+qqKqmHQJRQzN0kd4xxyiSMd6LkYNGW0pK3OFmUrYVq9qRh8WTwW72bVkXb2WJ2nl4NnVq1yNZE6amnp0fqIRDF3cjIiNRDIEoo5m6SO8Y4ZRLGO1FysGhLaUcQBF8bgES1AMjxW72bVkXb2WI2WyOQnNlsNqmHQBR3Dqdz8Y2I0hhzN8kdY5wyCeOdKDlYtKW0Y7G74HSLfWYT1QIgHdsjOFwe2JxuACzakrytXbtW6iEQxV1NzTKph0CUUMzdJHeMccokjHei5GDRltLOmMXhu5y4lbZz7RGsaVK0nZrxOwlZLvvZknx1dnZKPQSiuBvoH5B6CEQJxdxNcscYp0zCeCdKDhZtKe2MWubOsJ2olba5/u0RbOlRtPW2jAC40pbkzcmvkZMMudxuqYdAlFDM3SR3jHHKJIx3ouRg0ZbSzmgSVtr6t0dIl5W2Jr/iMou2JGdNTU1SD4Eo7pYvXy71EIgSirmb5I4xTpmE8U6UHCzaUtrxX2lbkqCVtul4IjLTDFfaUmZoaWmReghEcdfLszCTzDF3k9wxximTMN6JkkO9+CbJ9dbhMfzu1cM40DeFYbMdv73meFywvsJ3+9PNA/jLWz040DeFyWkndtxyGtZX5Qfs48rfvom3jowHXPfRE2vxvcs3+H7vm5zB7f84gDcPjyFHq8YVxy/D/16wGmrVXB37za4xfGdHCzqGLKgs0ONzZzfgQ1trAvb75ze78dtXDmPEYsfayjzcecl6bKopiOMzQvONmP3aI+QkaqXtXE/bdCnamgPaI7CnLcmXx+OReghEcecRBKmHQJRQzN0kd4xxyiSMd6LkSLmi7bTTjbWVefjQ1hrc+NDuhbc73Ni6vAjv21CJ2544EHI/V51Qgy++p9H3e5Zm7uvubo+AT/zRiNJcHR6/6RQMm+340qP7oFYq8L8XrgEA9I5P4xN/MuJjJ9biFx/ZhDc6x3DbEwdQlqfHmY2lAIB/7+vHd55qxXcub8LmmgLc/8YRXPuHt/Dil8/iSsdZbo8Aq8OFaYcbFXn6Je9PEAQ82zKEqtnf60qygYkl73aBbK0KCoV42WJPjz6Dppm54nIx449kbOPGjVIPgSjuVqxYIfUQiBKKuZvkjjFOmYTxTpQcKdce4ezVZfjyBatxYVNF0Ns/sGUZPn/eKpzaUBJ2P3qNCmW5et9Prn5u5eSrHSPoGDbjris3YX1VPs5eXYZb39OIB988CodL/B+jh946ipqiLNx+8To0lOXiulPqcFFTBf7w+hHffn7/+hF85IQafHhrDVaV5+K7l21AllaFR9/pjcMzIQ+3//MAvvi3vfjejta47O+doxNoHTABAFaWGtBQlhuX/c6nUiqQrRX/T8NqT48m61N+K21LWbQlGdu3b5/UQyCKuyNHjiy+EVEaY+4muWOMUyZhvBMlR8oVbePlX3v7sflbz+L8u17BD58+hBnH3GrJPUcnsLoiD6W5c4WtMxtLYba70D5knt1mckFh+IzGUuw5Ki7rdLg8aO6bCthGqVTg1IYSvHt0MoFHll4Ms8Vyq8MFVxy+QvHAzm7f5XPXlC15f+EYZvvapmN7hGK2RyAiIiIiIiIiSlsp1x4hHi7dVI3qwiyU5+lwaMCMH/z3EA6PWPDba7YCAEYs9gU9P73tDEZmT3IlbhO4WrHUoIPZ7oLN6cbUjBNujxB0m64Ra8ix2e122O1zPVnz8vJiP9A0kKf3O6GXzYWC7NiLiUMmG55uHpzdrwbHLy9c8vjC8Z6MbNrhhtvjgWqR7aVmnW3joFYpka1N9dESxY5fxyI5YnsEkjvmbpI7xjhlEsY7UXLIsmj70RNrfZfXVOShLFeHj/7+LRwds2J5cY6EIwO+//3v48477wQAlJSUYGRkBACwZ88eFBcXAwCGhoZQVVUFh8OB0dFR1NTUwGKxYGJiAnV1dRgfH4fJZEJ9fT0GBwdhtVrR2NiInp4e2Gw2rF27Fp2dnXA6nWhqakJLSws8Hg82btzo+xpDsMtKpRLr1q1Dc3MzNBoNGhoa0NraCr1ej9raWrS3tyMnJwcVFRXo6upCXl4eioqK0N3djcLCQhgMBvT29qKkpARarRb9/f1QY26Vau/gGGw5SphMJpSWlGDGZoPFYkF5WRnMFgump6dRUnoiLL09sNnsKK84JeCYfvavd+HyiCdq2VCqwpHDXahrcKC7owMAULfi3IDL/sfU29EBtUqFsmpLyGMa7ehAdnY2dEUjmOjogFqYG3t33yD0eX2wdnSgsKAAM1k9Ec2ToqMDlRUVmJicgM1mR3VVFUZGRuBwOlFTswwD/QNwud1Yvnw5ent64BEErFixAkeOHMGUqSToPBUOd6KmthZHjx6FWqVCZVUlenuPYcoq/meAFh60trYGzFPF1BSGhoehVK0KOk/l5eXIGhnBxOQkcgzHQTU0BJPJhLz8zfAMDMBisaCwaCvsfX2+eYok9vo6O+ERhKBz4z2m7o4OKBUKVNfORDVPuQYDhoaHYTAYkKXXY2R0FHl5edCo1RgbH0dhQQEAYGJyEsVFRXC6XOg1GZM2T0qlEk1aB44ePYrpmUqsVsygt/cY7I5lWOm0oq+/Hy73ctRMmzEwOAgBKxMyT6FeT8HmyXtMAIJeVioUC2Kv2WiMKkeYOjqCzlO3yRhx3nv77bdRXFyMdSorRkZGMGIyokk7g4H+AYyZjDhO70BvTw8mTEZsynZJOk/e2AuX9+bH3uEDB5I6T5XmPuQaDGg3GlFtHUCWXo9OoxE1M0PQqNU4bDSizj7im6eVzrGwryeTyYQ1CjMmJicwZDLGbZ5CvT9550mv16GwoBADg4MLcoQyfzBp89TS0oLcgQ6sWLECe41G5A8Fv+zN5fuNRhSPHobNbod1Wvp5iiTvBcvl819P/u9PWo0GpaWlMc8TANg6OlBcVATTkSNwdnSgtKQEY52d8HR0oLysDINtbb5c3tvSEtFno1jmaamvp1DvT95cHm6eon1/CjdP8z8b9Xd0QKvRoLBiCkMdHdDrdTCUji/4bBTrPE1MTGB6ehoVFRUB86Q+3LHk11OovOfN5eHmKdrPEeHmqb6+PuA9d6K7Gw6nE1XVp2P48GG43G7U1J4V0WejaOfJ/z13KfMU7PU0P/ZGTMaw8xTt+1Ok86RUrULxxARGRkeh0a5B3tgYxsbHoc9aH/KzUTLnqbm5GSMjIzjjjDMWfT3Nj71OozHsPEX7/hTpPE2ZSgLef72XzZaykJ+NQn3e8/9sJMU8zY+3vUZj2NdTtO9PscxTn8mIRmEKZosFAyZjyM9Gof52DzY3Us2Tfy73zlN7eztOPfVU3zxF+/4Uyzy1GI0on+pBYUEhDhmNId9zg83T0NBQwGejBveEpPPkzRHh5mmxXJ6udaPc3FzfMdDiFIKQuqcrrrttB357zfG4YP3C/ra949M4/UcvYcctp2F9VX7Y/Uw7XFj3f8/ggU+cgDMbS/GzZ9vwXOsw/vv50xfs76n/OQ1N1fn48L1vYn11Hra/f71vm0ff6cW3/92CA3deAIfLg7X/9zR+/bEtAeO79dG9MM248PvrtgYdS6attH384fvwnwMDAIAvvWc11lUtcryrLwLa/jt3eZbD5cGpP3wRI2Y7VEoFjB90oihHu3D7IPcFEPr6UNu0/Re/f/0wvtNRh3OVu/Hty5pQdcIHIttPsH3GItRjhNjnjQ/thtPtQUm2Cj+8/RvB7xPF8S96ORLRzk0044xFlM/pkvbpv99In9NEzJNUz2m0jxXFfoxGI7Zt25Z5z2mmx+lijxVOGjyn7R0daLz4lrjuM6ZxRirVn9NISBH74aT6c7qU40cEuTvWcYYj5+c0jp95w16eL5nPqf8+0+A9KuLPJ/PxOV36PueT6jmdv306P6fzn995+10Q77Hgcxp+n4s9NmUE2fa09dfSL564qmy2h+3m5YVoGzRhdLYVAgC81jGKXJ0aq8oNs9sUYGfnWMB+Xu8YxebZr+Rr1Uo0VedjZ+eo73aPR8DOzjFsWV4Qciw6nQ55eXm+H7nzPwGcyRb7Cb2ePjiIEbM4XxesLxcLtgmWq/Nr7ZDifW0dLg+cbrFncJEhS+LRECUWv45FcsT2CCR3zN0kd4xxyiSMd6LkSLmirdXuwsH+KRzsnwIgroA92D+FvskZAMDktAMH+6fQOWwBABweseJg/xSGzTYAwNExK375QgcOHJtC7/g0nmsZwq2P7sMJK4qwtlIskp6xqhSrynLxxb/tRUu/Ca+0j+Cnz7bhmpOXQ6cWe4FefeJy9IxP4/v/aUXnsAUPvtmNHQcG8MnT5v6ouuG0FXjY2IvHdh9D57AZ3/hnM6YdLnzo+JqkPV+pzr+nrckWe+Hzz34nILv25LoljChyBt1cwdm6hLEv5vnWIdz2+H68dWQ85n0EFJVd9tAbEskAz1ZLcuT9uiCRXDF3k9wxximTMN5JEm/fB9y1Afh2GXDfOcCx3aG33f0n4P4LgR/Uij8PXLJw+3/cBNyRH/jz4AcSegjRSrmetvuPTeGq+3b5fv/OjlYAwBVbluGnH96I51qG8JXH9vtu/5+H9wAAPn/uKnzxPY3QqJR4vXMU979xBNMON6ry9bioqQKfO6fBdx+VUoE/XL8Vt/+zGR/4zRvI1qpxxZZq3PqeRt82NUXZuP/6bfj2Uy344xvdqMjX4wcf2IAzG0t927x/YxXGrQ7c9Vw7Rsx2rK3KwwOfOAGlsyt6CcgNOBFZbCttm/um8M7RCQDA6vJcnLiiCGiPy/DCytHNnczLMnuSr0R4cm8/rA4XduzvF48tBla/om22JuX+L4YorpRKxjjJj1KhkHoIRAnF3E1yxxinTMJ4p6Rrfhx45uvAxXcB1VuBXb8GHroc+NxuwFC6cPvu14GmK4CaHwFqPfDGz4EHLwdu3gXkVc1t13AecOmv535XJ/5b3dFIuaLtyfXF6P7B+0Le/qGtNfjQ1tArWasKsvDoZ05e9HGWFWbjTx8/YdGx/Mev720w151Sh+tOqVv08TKVf3sEc4yrVR9886jv8rWnLIciSX/YGgLaI8Te2iEcp9sDq0N8XsanHTHvx3+lbWmh/NtuUGZbt26d1EMgirua2trFNyJKY8zdJHeMccokjHdKujd/BWy5Dth8tfj7xT8HOp4F9jwInH7rwu2v+H3g75fcDbQ8CRx+Bdh01dz1Kh2QW56wYS8V/3uEEio3oD1C9IXPyWkH/rm3z7evyzZVx21si8lJQk9bb8EWAGYcbjhcntj24zc+54x5yeMiSmXNzc1SD4Eo7o4ePbr4RkRpjLmb5I4xTpmE8U5J5XIA/XuBlWfNXadUir8fM0a2D+c04HECWYWB13e/DvyoHrj7eOCpLwLTsbetTISUW2lL8uK/WjWWlbaPvtML+2wh80PH1wQUUhPNv+BstSWmPcL0vLYLUzPOmNprWP32k6Ply5rkTaPRLL4RUZpRq1SLb0SUxpi7Se4Y45RJGO8UDyaTKeB3nU4HnS5IPWR6DBDcgKEs8PqcUmA0wt6Zz20HcisCC78N5wJr3w8ULgfGjwAvfAt46ArghucBZWp8Nmd1J0Xs3r0bpaViH46hoSFUVVXB4XBgdHQUNTU1sFgsmJiYQF1dHcbHx2EymVBfX4/BwUFYrVY0Njaip6cHNpsNa9euRWdnJ5xOJ5qamtDS0gKPx4ONGzf6GoYHu6xUKrFu3To0NzdDo9GgoaEBra2t0Ov1qK2tRXt7O3JyclBRUYGuri7k5eWhqKgI3d3dKCwshMFgQG9vL0pKSqDVatHf349ylxNVBQboNRp4BBeOjNowanGiplAHi8ONCasLdcV6jE+7YJpxob50HIMD07Da3agvm8S+/QdwQZkdb01k4YxiK4xGo3hMPRZ4PAI2rnBgX7e4snTBZf9j6jZDo1aiodoS+pi6zcjLUqOoaATd3WZo1QrUZTuwMrcQNhfQ19eH/m4zyvO0QE9PZPPUbUZ9qR6DJiesdjcay7PQM26HzenB2opstA7OYGVpIXrHp1BdmIe9x6w4c5UG+45ZAZMx+DxNWrCuIgvN/dPiMZXoMWh2Y1lRHsYs01BnF6GlpSVwnsxOdI/ZUKjqDD5P5eXAuB1DJgeqDH1weOcpfxCWkRlxnopGMD40MzdPkcReqHnyP6ZuM5RKBdbVzkQ3T9lq8Zhy1DBoVeidsKPEoIFWrUD/pEOcJ0A8pgItHC4BoyZjTPPUOWqD0+VBU1U2WgZnxGNalhN+npRKrNO6xXma2YsGhRutg9PQOw6g1u1C+9AMctwtqLA50TViQx7aEjNPs6+nxoqpxefJe0xA0MtKpWJB7LUajdHliG5z8HkyGiPOe4IgwGg0olHjEufJZMRarVucJ5MRTXq3OE8mIzZme6SdJ2/shc1782LvwIHkztPMjPh6MhpRaJ8RX09GI0ocNnGejEaUz57gcMhoRJXHHv71ZDKhXuUUj8kUx3kK9f7knSedChV5GnGe5ueI/MHkzVNLCzyjZnE+jEZgPPhlXy43GqExWbGsuBzGVJinSPJesFw+//Xkjb3Baeg1StQW6WKfJwBD3WZxno4cwWi3WZynzk5MdJvFeWprm8vlLS2RfTaKYZ6W/HoK9f7kzeXh5ina96dw8zT/s1G3WZyniim0d5vFeSodX/DZKOZ5mphAWVkZ2ubPU6956a+nUHnPm8vDzVO0nyPCzVN9feB7bp9VnKdqCzqPWcV5qp2J7LNRtPMU8J67hHkK9nqaH3smY/h5ivb9KdJ5UnXCMOUQ50l7BNpJuzhPWT2hPxslc56amyEIAiyWCF5P82PPaAw/T9G+P0U6T/Pff2cvKy27Q382CvV5z/+zkRTzND/ejMbwr6do359imSeTEXUKpzhPJmPoz0ah/nYPMjeSzZNfLvfOk9Vqxfi4398a0b4/xTJPRiNyrNPiPBmNod9zg83T0FDgZyPBIe08eXNEuHlaLJenad0oNzfXdwyVlZWYnp6G1/bt23HHHXcg7l77mdgT9/odgEY/d/2GD85dLl8v/vxyE9D9WmBxV0IKQRAEqQdBMtb2X3zjHwcwaLJBr1HhVx/dEn771RcBbf8FALzg2YJPPvAOAODMxlI88Am/HsSz2/hvv+DyvHEEvT7UNm3/hdPtwao/A+cqd6OxLBdf/cIXI9tPsH2GsKdnAve81On7/bNnNeD45YXhHyPIPh99pxfPHBwEAHx0vQHnfuzW4PeJ4vgXvRyJaOcmmnHGIorndMn79N9vpM9pIuZJquc02seKYj9GoxHbtm3LvOc00+N0sccKJw2e0/aODjRefEtc9xnTOCOV6s9pJKSI/XBS/TldyvEjgtwd6zjDkfNzGsfPvGEvz5fM59R/n2nwHhXx55P5+JwufZ/zSfWczt8+nZ/T+c/vvP0uiPdY8DkNv8/FHlsGIl5p63IA360APvxnYO3Fc9f/40bANgVc9XDoB3njl8CrPwGu/SdQvUg9CgB+tBI453Zg6yciO4gEY09bSjhvmwGbM7qerQ/4nYDsulOWx31ci9GolMjWikvizQnqaWtxBLZHiKXvLxDYczc3i19VIXnT6/WLb0SUZrT8miHJHHM3yR1jnDIJ453iIS8vL+AnaMEWANRaoGoTcOSVues8HvGkYsu2hX6A138OvPpj4OrHIyvYTvWJPW0NFdEcRkKxaEsJl6uf+0M00uLn4NQMXm0fAQDUFmXjzMayRe6RGIXZ4lfjrAkq2k7P2+/UTGxFW//xLasoXdKYiFJdbW2t1EMgijtviyQiuWLuJrljjFMmYbxT0p18M7D7AWDvX4GRNmDHFwGnFdh8tXj7E58Bnr9jbvvX7wJe+i5w6T1AQS1gHhJ/7BbxdrsFePZ2oNcITBwFDr8MPHIVULRS7HWbItjTlhIuz++EXuYZJ4pztIve58VDIwCWAQCuOWk5VEpFooYXVmGOBjCJRVFBEBDvUVgSULSdGh1C1ZJGRZTa2tvbxa9jEclIX38/GiNYAECUrpi7Se4Y45RJGO+UdE1XANYx4KXvAZYhoGIDcPUTcycnmzoGKPzWpRrvB9wO4NFrA/dz5m3A2V8TTzQ2dBDY+7DYYiG3Eqg/W2yNoA6x4lcCLNpSwgWutF28KDnjdGNn1yiAZdBrlPjQ1mUJHF143pW2bkGA2e5CXpz3P38FrynGoq3FLrZZ0KlVyMnmV1VI3nJycqQeAlHc6fWp8+GQKBGYu0nuGOOUSRjvJIkTPy3+BPPxHYG/f/FA+H1psoBr/hGfcSUQ2yNQwuUGrLRdvM3ArsNjmHGKRcjLNlWjIHvxlbmJ4v/Yk9bYCqrhWO2BPW2nInh+gu9HvJ9Bp0ZhQeGSx0WUyioqUqfHEFG8MHeT3DF3k9wxximTMN6JkoNFW0o4/xNjmRZZaSsIAl5sHfb9fs3JyT8Bmb/C7Lmxj0874r5/q2PpK20FQfAVbbO1KgwMDsZlbESpqqurS+ohEMUdczfJHXM3yR1jnDIJ450oOVi0pYTL1fmttLWFX0n65uEx9E/NAAC21RVifVV+Qse2mEK/lbYTiSjaBulpKwhCVPuYcbrhnr2PQa9GdnZ23MZHlIry8uLdqIRIeszdJHfM3SR3jHHKJIx3ouRg0ZYSLs9vpe1iRdt/7unzXb725LpEDSli/ittJxNStA1sj+DyeDDtcIfYevF95OjUyDUY4jI2olRVVFQk9RCI4o65m+SOuZvkjjFOmYTxTpQcLNpSwvn3tF3s6/9tg2YAgEIBnLe2PKHjikRhjt9K24T0tF1YxJ6yRfc4/vswaFUYGh4OszVR+uvu7pZ6CERxx9xNcsfcTXLHGKdMwngnSg4WbSnhcrRqKBTiZUuYlbaCIKBrxAoAKM7RIUurSsbwwvI/EdmfdnbjuZahoIXWWDjdHthcC1fVTk1HWbT164ubo9PAwNVaJHOFhTxhE8kPczfJHXM3yR1jnDIJ450oOVi0pYRTKRUw6MQ2A6YwRdvJGScsswXRynx9Usa2mIayuT+ie8an8YixB//72H68fWR8yfsO1QZhKsqTkVn82iMYdCpk6VPjuSNKFBa3SI6Yu0numLtJ7hjjlEkY70TJwaItJUXebIsEc5iv/g9O2XyXK1KkaFtdkIUvnLcKjeW5vutsLjceMfYsed/+K3a1qrmX4mItJOabts9tn6NTY2R0dMljI0plvb29Ug+BKO6Yu0numLtJ7hjjlEkY70TJwaItJYVhtmjrcHtgD9ISAAAGp2Z8lyvzspIyrkhsqC7AVy9cg2e/eIavzUPnsGXJ+7X4tTXwL1IvbaWtmmfyJNkrKSmReghEccfcTXLH3E1yxxinTMJ4J0oOFm0pKXL1Gt9l00zwFgkDU3bf5VRZaeuvsTwXpQYdALFo6/EIS9qf1a/YWpU/V6SOvmjr39NWBY1aHWZrovSn1WoX34gozTB3k9wxd5PcMcYpkzDeiZKDRVtKCm97BAAwhWiRMGjyW2lbkHpFWwCoKhCLq9MON/r9VgbHwr89gne/QOjnJ5L95OjUGBtfer9dolTW398v9RCI4o65m+SOuZvkjjFOmYTxTpQcLNpSUuTq5lbaWkKcjGxgUuxpm6NVI1eXmiuOKv1WxHZE2SJh99EJ/O7Vwzg2MQ0gsNhamquDWim+HKdCrEQOxTKvaFtYUBDV/YnSTXl5udRDIIo75m6SO+ZukjvGOGUSxjtRcrBoS0mRm+W/0nZhUdLmdGN82gFAbI2g8DaPTTFVfm0buqIo2jrdHtz/+hG8dWQMj75zDEBg0dagUyM/SyxsR9seweqYa7OQo1VFdV8iIiIiIiIiIko9LNpSUizWHmHIZPNdTsV+tl6Vfm0MOoYiL9qOWuywzZ6ArXd84UrbHJ0KebNFW4vdCZfHE/G+vfvJ1qqgUioxMTkZ8X2J0tHQ0JDUQyCKO+ZukjvmbpI7xjhlEsY7UXKwaEtJ4X8iMovNCY9HwKEBs6+AOzA1V7StTOWird/YOobNEd9v2Dx3kjWTzYlphwsW/xWyOjXyZ1cjCwJgDtFCIhhve4QcrXj/4qKiiO9LlI6qqqqkHgJR3DF3k9wxd5PcMcYpkzDeiZIjNRuHkuzk+q+0nXHhD68fwa4jYyjL1eHOS5owOOW/0jYr2C5Sgl6jQnGODjCLPW0FQYiolcOQyb7g9+l5vWi9K20BwDTjRGEE4/F4BEw7xP0YZvsAO13R9cQlSjcOh0PqIRDFHXM3yR1zN8kdY5wyCeOdKDm40paSIs9vpe3e3knsOjIGQFyB+lb3eOBK2zxd0scXDe9qW7PNFbCCNpwRsy3g9yGTzbdCVqVQQK9W+nraApH3tZ12uiEI4uXs2aKtyWSK6L5E6Wp0dFTqIRDFHXM3yR1zN8kdY5wyCeOdKDlYtKWkyNaqoJpdkert7er1QsuQr2irUSlQkpvaRduqAr8WCRH2tV240tYGq118HnJ0aigUinlF28hWXM0/mRkAlJaURHRfonRVU1Mj9RCI4o65m+SOuZvkjjFOmYTxTpQcLNpSUigUChj0gd04vEXc3olp9E2KJ+daXpwDtTK1w7LK72RknRH2tR02Ba60HTTZYZ1ta5CjUwFAQNHWFOFKW0uQou2MzRZqcyJZsFgiPwkgUbpg7ia5Y+4muWOMUyZhvBMlR2pXx0hW/Fsk1BRm45qTly/Ypr40J5lDikngycgWf7Nyuj0YtQautO2fnIHNObfSFggs2k7ORNYjyBrQF1cs/vINlORuYmJC6iEQxR1zN8kdczfJHWOcMgnjnSg5WLSlpKkrFguyOrUKnzlzJU5aWRxQqASA+lKDFEOLSqXfidIiKdqOWR2+vrNe3pXFwNwKWf+idqQrbb2rdYG54m95WVlE9yVKV3V1dVIPgSjumLtJ7pi7Se4Y45RJGO9EycGiLSXNFccvw1Un1OKbF69FZX4WNColzmwsDdgmHYq2OTo1ymb77nZGULSd3xoBQEARN1u7cKVtpCcis9jm+gN7i79mrtYimRsfH5d6CERxx9xNcsfcTXLHGKdMwngnSg4WbSlpcvVqnLe2PGCl6pmrS6FWKny/15elftEWAFaVi+MctzowZrGH3XbYPHd7jla94HZvWwOtWoksrXh5YMqGGYd7wbbzBa60Fe87PT0danMiWTCZTFIPgSjumLtJ7pi7Se4Y45RJGO9EycGiLUmqIEuLk1eKZ8zO1qrQWJ4eRdsGvxXBi7VIGDbNFW3XV+cvuN27QhYA1lfmARBPMHb/G0cWHYc14ERk4krdyoqKRe9HlM7q6+ulHgJR3DF3k9wxd5PcMcYpkzDeiZKDRVuS3FUn1uLqk5bjyxes9rUKSHUN5bm+y4u1SBjya4+woTpvwe05fkXbSzdXQzG78Pjel7swbg1/QjKrfW41rnel7cQkm8KTvA0ODko9BKK4Y+4muWPuJrljjFMmYbwTJQeLtiQ5nVqJs1eXYXlRjtRDidgqvzYOj77Ti4kwxdVhs1i01alVaPQr9nr5t0yoys/C6Q1in1+z3YVfvdQZdhwW+1zvW2/x12YL366BKN1ZrVaph0AUd8zdJHfM3SR3jHHKJIx3ouRg0ZYoBscty0fp7MnI9h+bwhX37kTv+MJ+hC6PB2MWsaBblqtDUbYWGlXgy867Qtbrko1V0M5u8+CbR4Pu12twSvwjX6tSIUst7qe6qirGoyJKD42NjVIPgSjumLtJ7pi7Se4Y45RJGO9EycGiLVEMsrVq/PH6bb7C7eERKz7wm5042D8VsN2YxQG3IAAAyvN0UCoVKM/TB2wz/+RkhTlanLeuHADgcHvws+fag45hwurAmFUs2q4szYFy9oRuIyMjSzw6otTW09Mj9RCI4o65m+SOuZvkjjFOmYTxTpQcLNoSxaipOh9P3HQKVpaKbR1GzHZc+dtdeL1j1LeNtzUCAJTOFmsr8nQB+/Hvaet1UVMFCrLFE4v9c2/fgmIwAHSNzPXSrfc7MZrD6VywLZGc2Gy2xTciSjPM3SR3zN0kd4xxyiSMd6LkYNGWaAlqirLx+I2nYEttAQDAYnfh+j++jX/sOQYAGDbN9Sgsn12Vu2Cl7bz2CIC4kvdzZzcAAAQB+OHTbQu26fQr2jaUzfUDrqlZFuPREKWHtWvXSj0Eorhj7ia5Y+4muWOMUyZhvBMlB4u2REtUmKPFXz91Et4z29LA5RHwxb/tw29e7sKQX9G2LFcs1voXbZUKBbI0C4u2AHDNyctRXZAFAHi1fQRvdI4G3N41PNf8faXfStuB/oElHhFRauvsDH+CPqJ0xNxNcsfcTXLHGKdMwngnSg4WbYniQK9R4d6rj8fVJ9X6rvvh04fwul+htSxv4UrbHJ0aCoUi6D51ahW+fMFcg/cf/PcQPB6xP67D5UHPuFi0rczPgsGvxYLL7Y7DERGlLie/Rk4yxNxNcsfcTXLHGKdMwngnSg4WbYniRKVU4NuXNuErF6z2XWd3iX+Ea1UqFGSJPWor/Iq2hiCtEfxdurEaayvzAAAH+qbw1AFxJVb3uBWu2QJug98qWwBYvnz5Eo+EKLU1NTVJPQSiuGPuJrlj7ia5Y4xTJmG8EyUHi7ZEcaRQKHDz2Q34yYc2Qq2cW0Fblqfzrag16NWoKcwGANSV5ATdj5dSqcBtF63x/f6TZ9rgdHvQNex3ErKywKJtL8/kSTLX0tIi9RCI4o65m+SOuZvkjjFOmYTxTpQcC09bT0RL9sHjl6E0V4e/PbQHdpcbaytzA27/wnmr0D5swYbq/EX3dcaqEpzaUIw3OsfQMz6NV9pH0BlQtA0s/HoEIT4HQZSiPB6P1EMgijvmbpI75m6SO8Y4ZRLGO1FysGhLlCBnNpZiw2VNODJqXVCcLcjW4oS6ooj2o1AocNuFa/H+e14HADy1fwDC7B/3OTo1KnL1AduvWLEiDqMnSl0bN26UeghEccfcTXLH3E1yxxinTMJ4J0oOtkcgSqCiHC2OX14IrXppL7UNy/Lx/o1VAACzzQmL3QUAqC81QKkMPJHZkSNHlvRYRKlu3759Ug+BKO6Yu0numLtJ7hjjlEkY70TJwaItUZr48vmN0KgCC7TzT0JGRERERERERETpj0VbojSxvDgHHzsx8Ozi9UGKtvyKLckdv45FcsTcTXLH3E1yxxinTMJ4J0oOFm2J0sjnzmmAXq0CAKgUCqwozV6wDb9iS3LHr2ORHDF3k9wxd5PcMcYpkzDeiZKDRVuiNFJi0OETp9WhIk+PDx6/DLrZAi4REREREREREcmHWuoBEFF0jl9ehOOXF4W8nV+xJbnj17FIjpi7Se6Yu0nuGOOUSRjvRMnBlbZEMsOv2JLc8etYJEfM3SR3zN0kd4xxyiSMd6LkYNGWSGaUCoXUQyBKKKWSb10kP8zdJHfM3SR3jHHKJIx3ouTgK41IZmpqa6UeAlFCrVu3TuohEMUdczfJHXM3yR1jnDIJ450oOVi0JZKZo0ePSj0EooRqbm6WeghEccfcTXLH3E1yxxinTMJ4J0oOFm2JZEatUkk9BKKE0mg0Ug+BKO6Yu0numLtJ7hjjlEkY70TJwaItkcxUVlVKPQSihGpoaJB6CERxx9xNcsfcTXLHGKdMwngnSg4WbYlkprf3mNRDIEqo1tZWqYdAFHfM3SR3zN0kd4xxyiSMd6LkYNGWSGa0/KoKyZxer5d6CERxx9xNcsfcTXLHGKdMwngnSg4WbYlkprS0VOohECVUbW2t1EMgijvmbpI75m6SO8Y4ZRLGO1FysGhLJDN9/f1SD4Eoodrb26UeAlHcMXeT3DF3k9wxximTMN6JkoNFWyKZ0et1Ug+BKKFycnKkHgJR3DF3k9wxd5PcMcYpkzDeiZKDRVsimSksKJR6CEQJVVFRIfUQiOKOuZvkjrmb5I4xTpmE8U6UHCzaEsnMwOCg1EMgSqiuri6ph0AUd8zdJHfM3SR3jHHKJIx3ouRg0ZZIZrKzs6UeAlFC5eXlST0Eorhj7ia5Y+4muWOMUyZhvBMlB4u2RDKTazBIPQSihCoqKpJ6CERxx9xNcsfcTXLHGKdMwngnSg4WbYlkZmh4WOohECVUd3e31EMgijvmbpI75m6SO8Y4ZRLGO1FysGhLJDMGrtYimSss5AmbSH6Yu0numLtJ7hjjlEkY70TJwaItkcxk6fVSD4EooVjcIjli7ia5Y+4muWOMUyZhvBMlB4u2RDIzMjoq9RCIEqq3t1fqIRDFHXM3yR1zN8kdY5wyCeOdKDlYtCWSGZ7Jk+SupKRE6iEQxR1zN8kdczfJHWOcMgnjnSg51FIPgIjiS6Pmy5rkTavVSj0Eorhj7ia5Y+4muWOMUyZhvJMk3r4PeOOXgGUIqGgCLvoxsOz40Nsf/Afw4neByR6guB44706g8fy52wUBeOl7wLsPALYpoOZE4OK7xG1TBFfaEsnM2Pi41EMgSqj+/n6ph0AUd8zdJHfM3SR3jHHKJIx3Srrmx4Fnvg6c9VXgM68C5U3AQ5cDlpHg2/e8BTz2SWDLNcCNrwFr3gc88lFgqGVumzd+Drz1W7FQe8MLgDYHePBywGlLyiFFgkVbIpkpLCiQeghECVVeXi71EIjijrmb5I65m+SOMU6ZhPFOSffmr4At1wGbrwbK1gAX/xzQZAN7Hgy+/Vu/ARrOA079PFC6GjjndqByI/D278TbBQHY9RvgjC+LBd2KJuDyewHzIHDoqaQd1mL4XTxKLIUqMffx3ybU5UTsM9rjieX4l7pPlSa2cST6+COZm2jHGS+J2Of8/cbr+U30PhMtDo+lVCoX7isTntNMj9NIHiuZ9410v5FeDpa7l7rPWMe5FKnynCZin4n4fBKJVHlOlxhTi+bupYwzWnJ4TjPxM2+Kv0dF9fkkEpn+nKZrnIa6LR2f0zD7DBrv8ZKhz2lU22QalwPo3wucduvcdUolsPIs4Jgx+H16jcDJNwde13AucGiHeHmiW2yzsPKsudv1+cCyreI+N3wwfuNfAoUgCILUgyAiIiIiIiIiIqLMYDKZAn7X6XTQ6XRBNhwAfrYG+ORzQM0Jc9c/+03g6BvAp15ceJ9vlYgrZ/2Lr2/fB7zyQ+ArnWL7hPvPB77UBuRWzG3z6HWAQgF86E9LO7g4YXsEIiIiIiIiIiIiSpr6+nrk5+f7fr7//e9LPaSUw6ItkYyYTCaUlpYu+B8rIrlgjJMcMa5J7hjjJHeMccokjHeKB7vdjq6uLkxNTfl+vva1rwXfOLtYbBthGQ683joCGEL0VzaUh9/eUCb+G80+JcCiLZHMjI6OSj0EooRijJMcMa5J7hjjJHeMccokjHdaKp1Oh7y8vICfoK0RAECtBao2AUdembvO4wEOvwIs2xb8PjXbArcHgK6X5rYvrBOLs/7b2EzAsXdC71MCLNoSERERERERERFRajr5ZmD3A8DevwIjbcCOLwJOK7D5avH2Jz4DPH/H3PYn3gR0Pg/svBsYaQde+j7Qvwc44dPi7QoFcNJNwKs/Bg79Bxg6CPzjRrG/7ZqLk354oailHgARERERERERERFRUE1XANYx4KXvAZYhoGIDcPUTc20Opo4BCr91qbUnAlf8HnjxO8AL3wKK6oGP/BUoXze3zalfABzTwL8/D9imgNqTxH1q9Ek9tHBYtCWSEZ1Oh+3bt4f+WgFRmmOMkxwxrknuGOMkd4xxyiSMd5LMiZ8Wf4L5+I6F162/XPwJRaEAzvmG+JOiFIIgCFIPgoiIiIiIiIiIiIhE7GlLRERERERERERElEJYtCUiIiIiIiIiIiJKISzaEhEREREREREREaUQFm2JEuz73/8+tm3bhtzcXJSVleGyyy5DW1tbwDY2mw0333wziouLYTAYcMUVV2BoaMh3+759+3DVVVehpqYGWVlZWLt2LX7xi18E7OP111/HqaeeiuLiYmRlZWHNmjW46667Fh3fE088gfPPPx/FxcVQKBTYu3fvgm1+97vf4ayzzkJeXh4UCgUmJydjei5InpIV4/7eeOMNqNVqbNq0adHxCYKA//u//0NlZSWysrJw3nnnoaOjI2Cb7373uzjllFOQnZ2NgoKCqI6f5EkOcX3JJZegtrYWer0elZWVuOaaa9Df3x/dE0GyJYcYr6urg0KhCPj5wQ9+EN0TQbKW7nH+8ssvL4hx74/RaIz+CSFZS/d4B4B3330X73nPe1BQUIDi4mJ8+tOfhsViie6JIJIRFm2JEuyVV17BzTffjF27duG5556D0+nE+eefD6vV6tvmi1/8Iv7973/j73//O1555RX09/fjAx/4gO/23bt3o6ysDA899BAOHjyIb3zjG/ja176Ge+65x7dNTk4OPve5z+HVV19Fa2srbr/9dtx+++343e9+F3Z8VqsVp512Gn74wx+G3GZ6ehoXXnghvv71ry/hmSC5SlaMe01OTuLaa6/FueeeG9H4fvSjH+GXv/wl7r33Xrz11lvIycnBBRdcAJvN5tvG4XDgQx/6EG666aYlPBMkJ3KI67PPPhuPPvoo2tra8Pjjj6Orqwsf/OAHl/CskJzIIcYB4Fvf+hYGBgZ8P//zP/8T4zNCcpTucX7KKacExPfAwABuuOEGrFixAlu3bl3is0Nyk+7x3t/fj/POOw8NDQ1466238PTTT+PgwYO4/vrrl/bEEKUzgYiSanh4WAAgvPLKK4IgCMLk5KSg0WiEv//9775tWltbBQDCm2++GXI/n/3sZ4Wzzz477GNdfvnlwtVXXx3RuI4cOSIAEPbs2RNym5deekkAIExMTES0T8pMiY7xK6+8Urj99tuF7du3Cxs3bgw7Fo/HI1RUVAg//vGPfddNTk4KOp1OePjhhxds/8c//lHIz89f5AgpE6VzXHv961//EhQKheBwOMLunzJTOsb48uXLhbvuuivCIyRKzzj353A4hNLSUuFb3/pW2H0TCUL6xftvf/tboaysTHC73b5t9u/fLwAQOjo6IjpmIrnhSluiJJuamgIAFBUVARD/N9PpdOK8887zbbNmzRrU1tbizTffDLsf7z6C2bNnD3bu3IkzzzwzTiMnikwiY/yPf/wjDh8+jO3bt0c0liNHjmBwcDDgsfPz83HiiSeGfWyi+dI9rsfHx/GXv/wFp5xyCjQaTUSPQ5klXWP8Bz/4AYqLi7F582b8+Mc/hsvliugxKDOla5x7PfnkkxgbG8PHP/7xiB6DMlu6xbvdbodWq4VSOVemysrKAiC2AiTKRGqpB0CUSTweD77whS/g1FNPRVNTEwBgcHAQWq12QR/N8vJyDA4OBt3Pzp078be//Q07duxYcNuyZcswMjICl8uFO+64AzfccEPcj4MolETGeEdHB2677Ta89tprUKsje/vy7r+8vDzixyaaL53j+qtf/SruueceTE9P46STTsJTTz0V0WNQZknXGL/llluwZcsWFBUVYefOnfja176GgYEB/OxnP4vocSizpGuc+/vDH/6ACy64AMuWLYvoMShzpWO8n3POObj11lvx4x//GJ///OdhtVpx2223AQAGBgYiehwiueFKW6Ikuvnmm9Hc3IxHHnkk5n00Nzfj0ksvxfbt23H++ecvuP21117DO++8g3vvvRc///nP8fDDDwMA/vKXv8BgMPh+XnvttZjHQBRKomLc7Xbjox/9KO688040NjYGvR9jnBIlneP6K1/5Cvbs2YNnn30WKpUK1157LQRBiPk4SJ7SNcZvvfVWnHXWWTjuuONw44034qc//Snuvvtu2O32mI+D5Ctd49zr2LFjeOaZZ/DJT34y5vFT5kjHeF+/fj0eeOAB/PSnP0V2djYqKiqwYsUKlJeXB6y+JcooUvdnIMoUN998s7Bs2TLh8OHDAde/8MILQfvE1tbWCj/72c8Crjt48KBQVlYmfP3rX4/oMb/97W8LjY2NgiAIgslkEjo6Onw/09PTAduypy0tVSJjfGJiQgAgqFQq349CofBd98ILLwSN8a6urqBxfcYZZwi33HLLgmNgT1uaTw5x7dXb2ysAEHbu3Bn9E0GyJacYb25uFgAIhw4div6JIFmTQ5x/61vfEkpLS9mXnBYlh3gfHBwUzGazYLFYBKVSKTz66KOxPyFEaYxFW6IE83g8ws033yxUVVUJ7e3tC273NoR/7LHHfNcdOnRoQUP45uZmoaysTPjKV74S8WPfeeedwvLlyyPalkVbilUyYtztdgsHDhwI+LnpppuE1atXCwcOHBAsFkvIsVVUVAg/+clPfNdNTU3xRGS0KDnFtdfRo0cFAMJLL70UyVNAMifHGH/ooYcEpVIpjI+PR/QckPzJJc49Ho+wYsUK4Utf+lLUzwFlDrnEu78//OEPQnZ2Nv/+pIzFoi1Rgt10001Cfn6+8PLLLwsDAwO+H/+VrjfeeKNQW1srvPjii8I777wjnHzyycLJJ5/su/3AgQNCaWmpcPXVVwfsY3h42LfNPffcIzz55JNCe3u70N7eLvz+978XcnNzhW984xthxzc2Nibs2bNH2LFjhwBAeOSRR4Q9e/YIAwMDvm0GBgaEPXv2CPfdd58AQHj11VeFPXv2CGNjY3F8pihdJSvG54vkTLWCIAg/+MEPhIKCAuFf//qXsH//fuHSSy8VVqxYIczMzPi2OXr0qLBnzx7hzjvvFAwGg7Bnzx5hz549gtlsju1JobSX7nG9a9cu4e677xb27NkjdHd3Cy+88IJwyimnCPX19YLNZov9iSHZSPcY37lzp3DXXXcJe/fuFbq6uoSHHnpIKC0tFa699trYnxSSnXSPc6/nn39eACC0trZG/yRQxpBDvN99993C7t27hba2NuGee+4RsrKyhF/84hexPSFEMsCiLVGCAQj688c//tG3zczMjPDZz35WKCwsFLKzs4XLL788oGi6ffv2oPvwX0X7y1/+Uli/fr2QnZ0t5OXlCZs3bxZ+/etfC263O+z4/vjHPwbd9/bt2xd9fP9joMyVrBifL9IPiB6PR/jmN78plJeXCzqdTjj33HOFtra2gG2uu+66oI/PFYmZK93jev/+/cLZZ58tFBUVCTqdTqirqxNuvPFG4dixY7E8HSRD6R7ju3fvFk488UQhPz9f0Ov1wtq1a4Xvfe97/E8JCpDuce511VVXCaeccko0h04ZSA7xfs011whFRUWCVqsVjjvuOOHPf/5ztE8DkawoBIFnoyAiIiIiIiIiIiJKFTwFHxEREREREREREVEKYdGWiIiIiIiIiIiIKIWwaEtERERERERERESUQli0JSIiIiIiIiIiIkohLNoSERERERERERERpRAWbYmIiIiIiIiIiIhSCIu2RERERERERERERCmERVsiIiIiIiIiIiKiFMKiLREREREREREREVEKYdGWiIiIiFLSyy+/DIVCEfCj1WqRn5+PlStX4rzzzsOdd96J3t7euD3mWWed5Xus66+/Pm77JSIiIiKKBou2RERERJQ2nE4nTCYTjhw5ghdeeAF33HEHVqxYgTvvvBMej0fq4RERERERxYVa6gEQEREREUXiyiuvxNatWzE1NYV3330XzzzzDNxuN9xuN+644w4MDg7iN7/5jdTDJCIiIiJaMq60JSIiIqK0cOGFF+LLX/4yvv3tb2PHjh04cOAAVqxY4bv93nvvxdNPPw0AcLlc+OY3v4n3vve9qK+vR0FBATQaDYqLi3H66afj7rvvhtPp9N33jjvugEKhwCuvvOK77oEHHghozdDd3Q1AbNvwyU9+Elu2bEFlZSV0Oh2ys7PR0NCAj3/84zhw4EBynhAiIiIiki2utCUiIiKitLR27Vr87W9/wwknnOC77q677sKFF14Im82G73znOwvuMz4+jtdffx2vv/46nnzySTz99NNQqVRRPe5TTz2F+++/f8H1XV1d6Orqwl//+lfs2LED5513XvQHRUREREQEFm2JiIiIKI1t27YNGzduxL59+wAAr776KtxuNxQKBVauXImTTjoJ1dXVKCwshNPpxKFDh/D3v/8dLpcLzz//PB5//HF8+MMfxvnnnw+DwYDf/OY3OHz4MABg69atuPLKK32PVVRUBADIycnBmWeeiQ0bNqCoqAhZWVkYGxvDjh070NraCofDgVtuuQUtLS3Jf0KIiIiISBZYtCUiIiKitLZ69Wpf0dZms2F8fBylpaXo6urC8PAwdu3ahb6+PkxPT2PLli04cOAAmpubAQDPPPMMPvzhD+OUU07BKaecgqeeespXtF2/fj2+/OUvL3g870nP3nnnHbS2tmJychLl5eW46KKL0NraCgBobW1Fb28vampqkvQsEBEREZGcsGhLRERERGlNEIQF183MzOCzn/0s/vznP8Pj8YS877Fjx6J+vOeeew433HADenp6wm537NgxFm2JiIiIKCYs2hIRERFRWmtvb/dd1uv1KC4uxq233oo//elPi97XbrdH9Vj9/f247LLLMD09Hfd9ExERERF5KaUeABERERFRrN555x1fawQAOPPMM6FUKvG3v/3Nd92GDRvQ3NwMp9MJQRDwoQ99KObH+/e//x1QsP3pT3+KyclJCIKAgwcPxrxfIiIiIiJ/XGlLRERERGmpra0NH/nIRwKuu/XWWwEAY2NjvuvOPvtsrF+/HgAwMjKCl19+OeQ+NRqN73Kw1bT++wWAj3/848jPzwcAPProo9EdABERERFRCCzaEhEREVFaePrppzE6OgqTyYQ9e/bg6aefhsvl8t1+88034/zzzwcgnpzMe7Kx++67D0qlEtnZ2XjwwQcxMjIS8jGqq6t9l3fs2IHbbrsNJSUlKCkpwfXXX4/Vq1cHbP++970PF110Efbv34/HHnssnodLRERERBlMIQQ7cwMRERERkcRefvllnH322Ytup1arsX37dnz961+HUil2/3rkkUdw1VVXLdi2srISTU1NeO655wCI7RT8V94++eSTuPTSSxfcb/369b4WC8cffzwOHDiwYJvrrrsODzzwgO/3l156CWedddai4yciIiIimo89bYmIiIgobahUKuTm5mLFihU499xzceedd6K7uxu33367r2ALAB/5yEfw6KOPYuPGjdBoNCguLsaVV16JXbt2oaqqKuT+L7nkEtxzzz1Yu3YttFrtgts1Gg1efPFFXH/99SguLoZOp0NTUxN+97vf4Y477kjEIRMRERFRBuJKWyIiIiIiIiIiIqIUwpW2RERERERERERERCmERVsiIiIiIiIiIiKiFMKiLREREREREREREVEKYdGWiIiIiIiIiIiIKIWwaEtERERERERERESUQli0JSIiIiIiIiIiIkohLNoSERERERERERERpRAWbYmIiIiIiIiIiIhSCIu2RERERERERERERCmERVsiIiIiIiIiIiKiFMKiLREREREREREREVEKYdGWiIiIiIiIiIiIKIWwaEtERERERERERESUQv4fMU0OK7jn/osAAAAASUVORK5CYII=\n" 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/usr/local/lib/python3.10/dist-packages (from yfinance) (4.3.6)\n","Requirement already satisfied: pytz>=2022.5 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2024.2)\n","Requirement already satisfied: frozendict>=2.3.4 in /usr/local/lib/python3.10/dist-packages (from yfinance) (2.4.5)\n","Requirement already satisfied: peewee>=3.16.2 in /usr/local/lib/python3.10/dist-packages (from yfinance) (3.17.6)\n","Requirement already satisfied: beautifulsoup4>=4.11.1 in /usr/local/lib/python3.10/dist-packages (from yfinance) (4.12.3)\n","Requirement already satisfied: html5lib>=1.1 in /usr/local/lib/python3.10/dist-packages (from yfinance) (1.1)\n","Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4>=4.11.1->yfinance) (2.6)\n","Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.10/dist-packages (from html5lib>=1.1->yfinance) (1.16.0)\n","Requirement already satisfied: webencodings in /usr/local/lib/python3.10/dist-packages (from html5lib>=1.1->yfinance) (0.5.1)\n","Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.3.0->yfinance) (2.8.2)\n","Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.3.0->yfinance) (2024.2)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (3.10)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (2.2.3)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.31->yfinance) (2024.8.30)\n"]}],"source":["# Instala a biblioteca yfinance\n","!pip install yfinance --upgrade"]},{"cell_type":"code","execution_count":6,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":6946,"status":"ok","timestamp":1728610222177,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"n1nX8NXWthxX","outputId":"a27b51ef-bd08-4c3d-aa79-a9212f4b6b2a"},"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting mplfinance\n"," Downloading mplfinance-0.12.10b0-py3-none-any.whl.metadata (19 kB)\n","Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from mplfinance) (3.7.1)\n","Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from mplfinance) (2.2.2)\n","Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.3.0)\n","Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (0.12.1)\n","Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (4.54.1)\n","Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.4.7)\n","Requirement already satisfied: numpy>=1.20 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (1.26.4)\n","Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (24.1)\n","Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (10.4.0)\n","Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (3.1.4)\n","Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib->mplfinance) (2.8.2)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->mplfinance) (2024.2)\n","Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.10/dist-packages (from pandas->mplfinance) (2024.2)\n","Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib->mplfinance) (1.16.0)\n","Downloading mplfinance-0.12.10b0-py3-none-any.whl (75 kB)\n","\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.0/75.0 kB\u001b[0m \u001b[31m4.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hInstalling collected packages: mplfinance\n","Successfully installed mplfinance-0.12.10b0\n"]}],"source":["# Instala a biblioteca mplfinance\n","!pip install mplfinance"]},{"cell_type":"code","execution_count":7,"metadata":{"id":"hgTAzDJoCvlR","executionInfo":{"status":"ok","timestamp":1728610232363,"user_tz":180,"elapsed":4668,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}}},"outputs":[],"source":["#Importando bibliotecas que podem ser utilizadas\n","import yfinance as yf\n","import mplfinance as mpf\n","import pandas as pd\n","import numpy as np\n","import matplotlib.pyplot as plt\n","import seaborn as sns"]},{"cell_type":"code","execution_count":8,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":278},"executionInfo":{"elapsed":11662,"status":"ok","timestamp":1728610245794,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"h4gaLPzWSteG","outputId":"e60368b2-7df7-4c0b-f0b4-91820f407852"},"outputs":[{"output_type":"stream","name":"stderr","text":["[*********************100%***********************] 86 of 86 completed\n",":8: FutureWarning: The previous implementation of stack is deprecated and will be removed in a future version of pandas. See the What's New notes for pandas 2.1.0 for details. Specify future_stack=True to adopt the new implementation and silence this warning.\n"," dados_reset = dados.stack(level=1).reset_index()\n"]},{"output_type":"execute_result","data":{"text/plain":["Price Date Ticker Adj Close Close High \\\n","0 2023-01-09 00:00:00+00:00 ABEV3.SA 13.684702 14.40 14.470000 \n","1 2023-01-09 00:00:00+00:00 ALPA4.SA 14.220000 14.22 14.610000 \n","2 2023-01-09 00:00:00+00:00 ASAI3.SA 19.151798 19.23 19.450001 \n","3 2023-01-09 00:00:00+00:00 AURE3.SA 11.307482 14.34 14.600000 \n","4 2023-01-09 00:00:00+00:00 AZUL4.SA 12.000000 12.00 12.200000 \n","\n","Price Low Open Volume \n","0 14.270000 14.290000 24448600.0 \n","1 13.610000 13.950000 3030700.0 \n","2 18.860001 18.950001 4878500.0 \n","3 14.270000 14.510000 1567200.0 \n","4 11.310000 11.520000 11393100.0 "],"text/html":["\n","
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PriceDateTickerAdj CloseCloseHighLowOpenVolume
02023-01-09 00:00:00+00:00ABEV3.SA13.68470214.4014.47000014.27000014.29000024448600.0
12023-01-09 00:00:00+00:00ALPA4.SA14.22000014.2214.61000013.61000013.9500003030700.0
22023-01-09 00:00:00+00:00ASAI3.SA19.15179819.2319.45000118.86000118.9500014878500.0
32023-01-09 00:00:00+00:00AURE3.SA11.30748214.3414.60000014.27000014.5100001567200.0
42023-01-09 00:00:00+00:00AZUL4.SA12.00000012.0012.20000011.31000011.52000011393100.0
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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"dados_reset","summary":"{\n \"name\": \"dados_reset\",\n \"rows\": 37319,\n \"fields\": [\n {\n \"column\": \"Date\",\n \"properties\": {\n \"dtype\": \"date\",\n \"min\": \"2023-01-09 00:00:00+00:00\",\n \"max\": \"2024-10-10 00:00:00+00:00\",\n \"num_unique_values\": 441,\n \"samples\": [\n \"2023-05-04 00:00:00+00:00\",\n \"2024-10-09 00:00:00+00:00\",\n \"2023-08-17 00:00:00+00:00\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Ticker\",\n \"properties\": {\n \"dtype\": \"category\",\n \"num_unique_values\": 86,\n \"samples\": [\n \"UGPA3.SA\",\n \"ABEV3.SA\",\n \"SUZB3.SA\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Adj Close\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 14.785467705480304,\n \"min\": 1.2300000190734863,\n \"max\": 99.58000183105469,\n \"num_unique_values\": 26055,\n \"samples\": [\n 39.28071975708008,\n 3.7464401721954346,\n 23.49040985107422\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Close\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15.291037396412834,\n \"min\": 1.2300000190734863,\n \"max\": 99.58000183105469,\n \"num_unique_values\": 8153,\n \"samples\": [\n 9.684615135192871,\n 37.08000183105469,\n 57.90999984741211\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"High\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15.49137432828565,\n \"min\": 0.0,\n \"max\": 99.91999816894531,\n \"num_unique_values\": 8200,\n \"samples\": [\n 22.56999969482422,\n 25.809999465942383,\n 60.56999969482422\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Low\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15.139486787677079,\n \"min\": 0.0,\n \"max\": 98.98999786376953,\n \"num_unique_values\": 8072,\n \"samples\": [\n 47.13999938964844,\n 14.579999923706055,\n 6.800000190734863\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Open\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15.315345174181449,\n \"min\": 0.0,\n \"max\": 99.55999755859375,\n \"num_unique_values\": 8048,\n \"samples\": [\n 29.559999465942383,\n 53.91999816894531,\n 48.11000061035156\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Volume\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15267533.082204835,\n \"min\": 0.0,\n \"max\": 553080600.0,\n \"num_unique_values\": 33912,\n \"samples\": [\n 27989500.0,\n 15665149.0,\n 20289700.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":8}],"source":["# Definindo uma lista de tickers de ações\n","ativos = ['ALOS3.SA', 'ALPA4.SA', 'ABEV3.SA', 'ASAI3.SA', 'AURE3.SA', 'AZUL4.SA', 'AZZA3.SA', 'B3SA3.SA', 'BBSE3.SA', 'BBDC3.SA', 'BBDC4.SA', 'BRAP4.SA', 'BBAS3.SA', 'BRKM5.SA', 'BRAV3.SA', 'BRFS3.SA', 'BPAC11.SA', 'CXSE3.SA', 'CRFB3.SA', 'CCRO3.SA', 'CMIG4.SA', 'COGN3.SA', 'CPLE6.SA', 'CSAN3.SA', 'CPFE3.SA', 'CMIN3.SA', 'CVCB3.SA', 'CYRE3.SA', 'ELET3.SA', 'ELET6.SA', 'EMBR3.SA', 'ENGI11.SA', 'ENEV3.SA', 'EGIE3.SA', 'EQTL3.SA', 'EZTC3.SA', 'FLRY3.SA', 'GGBR4.SA', 'GOAU4.SA', 'NTCO3.SA', 'HAPV3.SA', 'HYPE3.SA', 'IGTI11.SA', 'IRBR3.SA', 'ITSA4.SA', 'ITUB4.SA', 'JBSS3.SA', 'KLBN11.SA', 'RENT3.SA', 'LREN3.SA', 'LWSA3.SA', 'MGLU3.SA', 'MRFG3.SA', 'BEEF3.SA', 'MRVE3.SA', 'MULT3.SA', 'PCAR3.SA', 'PETR3.SA', 'PETR4.SA', 'RECV3.SA', 'PRIO3.SA', 'PETZ3.SA', 'RADL3.SA', 'RAIZ4.SA', 'RDOR3.SA', 'RAIL3.SA', 'SBSP3.SA', 'SANB11.SA', 'STBP3.SA', 'SMTO3.SA', 'CSNA3.SA', 'SLCE3.SA', 'SUZB3.SA', 'TAEE11.SA', 'VIVT3.SA', 'TIMS3.SA', 'TOTS3.SA', 'TRPL4.SA','UGPA3.SA', 'USIM5.SA', 'VALE3.SA', 'VAMO3.SA', 'VBBR3.SA', 'VIVA3.SA', 'WEGE3.SA', 'YDUQ3.SA']\n","\n","# Obtendo os dados do yfinance\n","dados = yf.download(ativos, start='2023-01-09', end=pd.Timestamp.today())\n","\n","# Transformando os dados para que cada ativo apareça em uma linha separada\n","dados_reset = dados.stack(level=1).reset_index()\n","\n","# Exibindo os primeiros dados\n","dados_reset.head()\n"]},{"cell_type":"code","source":["#salvar csv\n","dados_reset.to_csv('dados_reset.csv', index=True)"],"metadata":{"id":"XZZiNKJIrxTv","executionInfo":{"status":"ok","timestamp":1728611496311,"user_tz":180,"elapsed":996,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}}},"execution_count":9,"outputs":[]},{"cell_type":"code","execution_count":10,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":440},"executionInfo":{"elapsed":334,"status":"ok","timestamp":1728611497990,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"WMSn23dpVA2B","outputId":"baf91a72-1833-4a36-a555-1dce20cc9fff"},"outputs":[{"output_type":"stream","name":"stderr","text":[":2: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n"," dados['data'] = pd.to_datetime(dados.index)\n"]},{"output_type":"execute_result","data":{"text/plain":["Price Adj Close \\\n","Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA AZUL4.SA \n","data \n","2023-01-09 13.684702 NaN 14.22 19.151798 11.307482 12.00 \n","2023-01-10 13.817748 NaN 14.78 19.161758 11.189202 12.34 \n","2023-01-11 13.580167 NaN 15.13 19.679644 11.575581 12.35 \n","2023-01-12 13.399605 NaN 14.51 19.918669 11.875220 12.32 \n","2023-01-13 13.190533 NaN 13.62 19.878830 11.662319 11.66 \n","\n","Price ... Volume \\\n","Ticker AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... UGPA3.SA \n","data ... \n","2023-01-09 72.129257 11.607094 15.379965 11.507261 ... 3907200 \n","2023-01-10 74.090393 12.018296 15.641393 11.747737 ... 4617400 \n","2023-01-11 75.945770 12.569680 15.862942 11.872430 ... 6669800 \n","2023-01-12 76.522575 12.494917 15.761030 11.631951 ... 4672600 \n","2023-01-13 75.705437 12.298661 15.796480 11.676487 ... 4497600 \n","\n","Price \\\n","Ticker USIM5.SA VALE3.SA VAMO3.SA VBBR3.SA VIVA3.SA VIVT3.SA WEGE3.SA \n","data \n","2023-01-09 10693500 19285800 3368460 7659800 696300 2607700 5730600 \n","2023-01-10 13821300 19821100 3522522 10949600 1693000 3302800 6556000 \n","2023-01-11 13903300 23834100 4034277 14919900 717700 4127600 5982900 \n","2023-01-12 11679900 18058600 3324846 11711500 963600 3618900 5376000 \n","2023-01-13 7269200 16905800 2088011 9014400 852500 3417300 4957200 \n","\n","Price data \n","Ticker YDUQ3.SA \n","data \n","2023-01-09 4058600 2023-01-09 \n","2023-01-10 6683900 2023-01-10 \n","2023-01-11 6467200 2023-01-11 \n","2023-01-12 5377000 2023-01-12 \n","2023-01-13 5201000 2023-01-13 \n","\n","[5 rows x 517 columns]"],"text/html":["\n","
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PriceAdj Close...Volumedata
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...UGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
2023-01-0913.684702NaN14.2219.15179811.30748212.0072.12925711.60709415.37996511.507261...39072001069350019285800336846076598006963002607700573060040586002023-01-09
2023-01-1013.817748NaN14.7819.16175811.18920212.3474.09039312.01829615.64139311.747737...4617400138213001982110035225221094960016930003302800655600066839002023-01-10
2023-01-1113.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294211.872430...666980013903300238341004034277149199007177004127600598290064672002023-01-11
2023-01-1213.399605NaN14.5119.91866911.87522012.3276.52257512.49491715.76103011.631951...467260011679900180586003324846117115009636003618900537600053770002023-01-12
2023-01-1313.190533NaN13.6219.87883011.66231911.6675.70543712.29866115.79648011.676487...4497600726920016905800208801190144008525003417300495720052010002023-01-13
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5 rows × 517 columns

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PriceAdj Close...Volumedata
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...UGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
2023-01-0913.684702NaN14.2219.15179811.30748212.0072.12925711.60709415.37996511.507261...39072001069350019285800336846076598006963002607700573060040586002023-01-09
2023-01-1013.817748NaN14.7819.16175811.18920212.3474.09039312.01829615.64139311.747737...4617400138213001982110035225221094960016930003302800655600066839002023-01-10
2023-01-1113.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294211.872430...666980013903300238341004034277149199007177004127600598290064672002023-01-11
2023-01-1213.399605NaN14.5119.91866911.87522012.3276.52257512.49491715.76103011.631951...467260011679900180586003324846117115009636003618900537600053770002023-01-12
2023-01-1313.190533NaN13.6219.87883011.66231911.6675.70543712.29866115.79648011.676487...4497600726920016905800208801190144008525003417300495720052010002023-01-13
..................................................................
2024-10-0413.28000022.4048887.056.97000010.3400005.8841.52999910.75000026.86000113.290000...3580800122577001626830016914600818680014481002425400481920082221002024-10-04
2024-10-0713.17000022.6299997.016.77000010.2400005.7540.90000210.55000026.99000013.300000...345530085333002246740012526200720120014880001928900540930088250002024-10-07
2024-10-0813.08000022.5900007.026.82000010.2200006.1841.83000210.70000026.98000013.370000...3565200219412003802810010046800818170016725002170200679800091800002024-10-08
2024-10-0913.08000022.0100006.836.50000010.0900006.1841.34999810.68000026.43000013.060000...4018100306879002275840010710700600720051118001575600580610054921002024-10-09
2024-10-1013.11000022.1700006.956.65000010.1200005.8141.34999810.75000026.20000113.170000...0000000002024-10-10
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441 rows × 517 columns

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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"dados"}},"metadata":{},"execution_count":11}],"source":["#visualizando a planilha geral\n","dados"]},{"cell_type":"code","execution_count":12,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":26345,"status":"ok","timestamp":1728611533203,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"OVyKQdSnNsec","outputId":"0dc3ebaf-2ecd-43a2-cb2a-08dfc81a9e23"},"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}],"source":["#Criar arquivo csv com dados baixados\n","#dados.to_csv('dados.csv', index=True)\n","dados.to_csv('dados_teste.csv', index=True, sep=',')\n","\n","#salva csv no drive\n","from google.colab import drive\n","drive.mount('/content/drive')"]},{"cell_type":"code","execution_count":13,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":3,"status":"ok","timestamp":1728611533203,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"6mjEpw3dTxaC","outputId":"74bbe602-9b89-4744-add7-a8cc55b7018f"},"outputs":[{"output_type":"stream","name":"stdout","text":["Price Ticker \n","Adj Close ABEV3.SA float64\n"," ALOS3.SA float64\n"," ALPA4.SA float64\n"," ASAI3.SA float64\n"," AURE3.SA float64\n"," ... \n","Volume VIVA3.SA int64\n"," VIVT3.SA int64\n"," WEGE3.SA int64\n"," YDUQ3.SA int64\n","data object\n","Length: 517, dtype: object\n"]}],"source":["#visualizando o tipo de dados do df\n","print(dados.dtypes)"]},{"cell_type":"code","execution_count":14,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":2,"status":"ok","timestamp":1728611534068,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"Vqz6FQ3_pqXO","outputId":"c6d1eb6a-dd06-47da-c9cc-1210c34dbe04"},"outputs":[{"output_type":"stream","name":"stdout","text":["\n","Index: 441 entries, 2023-01-09 to 2024-10-10\n","Columns: 517 entries, ('Adj Close', 'ABEV3.SA') to ('data', '')\n","dtypes: float64(432), int64(84), object(1)\n","memory usage: 1.7+ MB\n"]}],"source":["# Mostra informações sobre o DataFrame, incluindo o número de entradas e tipos de dados\n","dados.info()"]},{"cell_type":"code","execution_count":15,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":381},"executionInfo":{"elapsed":451,"status":"ok","timestamp":1728611534843,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"DIsP5DQ6h0Js","outputId":"3b88a409-8e37-4399-da52-d52f48994f83"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Price Low \\\n","Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA \n","count 441.000000 246.000000 441.000000 441.000000 441.000000 \n","mean 13.164717 22.954228 8.978163 12.824830 13.145828 \n","std 1.218794 1.567616 1.410343 2.701337 1.421537 \n","min 0.000000 19.900000 0.000000 0.000000 0.000000 \n","25% 12.440000 21.610000 8.170000 11.230000 12.020000 \n","50% 13.130000 22.950000 8.990000 12.850000 13.420000 \n","75% 14.080000 24.167500 9.440000 13.670000 14.160000 \n","max 15.440000 26.450001 14.710000 20.850000 15.680000 \n","\n","Price ... \\\n","Ticker AZUL4.SA AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... \n","count 441.000000 441.000000 441.000000 441.000000 441.000000 ... \n","mean 12.045692 62.083333 12.212268 24.781372 12.817642 ... \n","std 3.854928 11.626433 1.412322 3.357907 1.250317 ... \n","min 0.000000 0.000000 0.000000 0.000000 0.000000 ... \n","25% 9.260000 52.180000 11.130000 23.150000 12.060000 ... \n","50% 12.050000 60.470001 12.180000 25.400000 12.690000 ... \n","75% 14.420000 71.940002 13.130000 27.379999 13.670000 ... \n","max 21.559999 87.589996 14.890000 29.530001 15.550000 ... \n","\n","Price Close \\\n","Ticker TRPL4.SA UGPA3.SA USIM5.SA VALE3.SA VAMO3.SA \n","count 441.000000 441.000000 441.000000 441.000000 441.000000 \n","mean 24.530249 21.137551 7.675873 68.847347 10.048693 \n","std 1.484690 4.991593 1.235118 9.102558 2.338460 \n","min 21.190001 12.300000 5.600000 56.000000 5.510000 \n","25% 23.820000 18.000000 6.860000 62.330002 8.170000 \n","50% 24.809999 21.490000 7.390000 66.750000 9.280000 \n","75% 25.379999 25.100000 8.280000 72.230003 12.000000 \n","max 27.750000 31.080000 11.110000 98.000000 14.619954 \n","\n","Price \n","Ticker VBBR3.SA VIVA3.SA VIVT3.SA WEGE3.SA YDUQ3.SA \n","count 441.000000 441.000000 441.000000 441.000000 441.000000 \n","mean 20.262336 26.310091 46.407642 39.590816 15.068594 \n","std 3.835955 4.060386 5.277623 5.684982 5.148806 \n","min 12.330000 19.830000 38.099998 31.469999 6.550000 \n","25% 17.120001 22.590000 41.689999 36.150002 10.250000 \n","50% 20.920000 26.500000 45.500000 38.230000 15.320000 \n","75% 23.389999 28.709999 51.200001 40.110001 20.000000 \n","max 26.600000 35.610001 56.459999 56.049999 24.000000 \n","\n","[8 rows x 172 columns]"],"text/html":["\n","
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PriceLow...Close
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...TRPL4.SAUGPA3.SAUSIM5.SAVALE3.SAVAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
count441.000000246.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000...441.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000
mean13.16471722.9542288.97816312.82483013.14582812.04569262.08333312.21226824.78137212.817642...24.53024921.1375517.67587368.84734710.04869320.26233626.31009146.40764239.59081615.068594
std1.2187941.5676161.4103432.7013371.4215373.85492811.6264331.4123223.3579071.250317...1.4846904.9915931.2351189.1025582.3384603.8359554.0603865.2776235.6849825.148806
min0.00000019.9000000.0000000.0000000.0000000.0000000.0000000.0000000.0000000.000000...21.19000112.3000005.60000056.0000005.51000012.33000019.83000038.09999831.4699996.550000
25%12.44000021.6100008.17000011.23000012.0200009.26000052.18000011.13000023.15000012.060000...23.82000018.0000006.86000062.3300028.17000017.12000122.59000041.68999936.15000210.250000
50%13.13000022.9500008.99000012.85000013.42000012.05000060.47000112.18000025.40000012.690000...24.80999921.4900007.39000066.7500009.28000020.92000026.50000045.50000038.23000015.320000
75%14.08000024.1675009.44000013.67000014.16000014.42000071.94000213.13000027.37999913.670000...25.37999925.1000008.28000072.23000312.00000023.38999928.70999951.20000140.11000120.000000
max15.44000026.45000114.71000020.85000015.68000021.55999987.58999614.89000029.53000115.550000...27.75000031.08000011.11000098.00000014.61995426.60000035.61000156.45999956.04999924.000000
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8 rows × 172 columns

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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe"}},"metadata":{},"execution_count":15}],"source":["# Análise descritiva das colunas numéricas\n","dados[['Low', 'Close']].describe()"]},{"cell_type":"code","execution_count":16,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":819},"executionInfo":{"elapsed":351,"status":"ok","timestamp":1728611538805,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"Fa8jdC72imJ3","outputId":"f50269fc-9606-4edc-ce61-ad26ac49bc1d"},"outputs":[{"output_type":"stream","name":"stderr","text":[":2: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n"," dados['date'] = pd.to_datetime(dados['data'])\n",":4: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n"," dados['ano'] = dados['date'].dt.year\n",":5: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n"," dados['mes'] = dados['date'].dt.month\n",":6: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n"," dados['dia'] = dados['date'].dt.day\n"]},{"output_type":"execute_result","data":{"text/plain":["Price Adj Close \\\n","Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA AZUL4.SA \n","data \n","2023-01-09 13.684702 NaN 14.22 19.151798 11.307482 12.00 \n","2023-01-10 13.817748 NaN 14.78 19.161758 11.189202 12.34 \n","2023-01-11 13.580167 NaN 15.13 19.679644 11.575581 12.35 \n","2023-01-12 13.399605 NaN 14.51 19.918669 11.875220 12.32 \n","2023-01-13 13.190533 NaN 13.62 19.878830 11.662319 11.66 \n","... ... ... ... ... ... ... \n","2024-10-04 13.280000 22.404888 7.05 6.970000 10.340000 5.88 \n","2024-10-07 13.170000 22.629999 7.01 6.770000 10.240000 5.75 \n","2024-10-08 13.080000 22.590000 7.02 6.820000 10.220000 6.18 \n","2024-10-09 13.080000 22.010000 6.83 6.500000 10.090000 6.18 \n","2024-10-10 13.110000 22.170000 6.95 6.650000 10.120000 5.81 \n","\n","Price ... Volume \\\n","Ticker AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... VBBR3.SA \n","data ... \n","2023-01-09 72.129257 11.607094 15.379965 11.507261 ... 7659800 \n","2023-01-10 74.090393 12.018296 15.641393 11.747737 ... 10949600 \n","2023-01-11 75.945770 12.569680 15.862942 11.872430 ... 14919900 \n","2023-01-12 76.522575 12.494917 15.761030 11.631951 ... 11711500 \n","2023-01-13 75.705437 12.298661 15.796480 11.676487 ... 9014400 \n","... ... ... ... ... ... ... \n","2024-10-04 41.529999 10.750000 26.860001 13.290000 ... 8186800 \n","2024-10-07 40.900002 10.550000 26.990000 13.300000 ... 7201200 \n","2024-10-08 41.830002 10.700000 26.980000 13.370000 ... 8181700 \n","2024-10-09 41.349998 10.680000 26.430000 13.060000 ... 6007200 \n","2024-10-10 41.349998 10.750000 26.200001 13.170000 ... 0 \n","\n","Price data date ano \\\n","Ticker VIVA3.SA VIVT3.SA WEGE3.SA YDUQ3.SA \n","data \n","2023-01-09 696300 2607700 5730600 4058600 2023-01-09 2023-01-09 2023 \n","2023-01-10 1693000 3302800 6556000 6683900 2023-01-10 2023-01-10 2023 \n","2023-01-11 717700 4127600 5982900 6467200 2023-01-11 2023-01-11 2023 \n","2023-01-12 963600 3618900 5376000 5377000 2023-01-12 2023-01-12 2023 \n","2023-01-13 852500 3417300 4957200 5201000 2023-01-13 2023-01-13 2023 \n","... ... ... ... ... ... ... ... \n","2024-10-04 1448100 2425400 4819200 8222100 2024-10-04 2024-10-04 2024 \n","2024-10-07 1488000 1928900 5409300 8825000 2024-10-07 2024-10-07 2024 \n","2024-10-08 1672500 2170200 6798000 9180000 2024-10-08 2024-10-08 2024 \n","2024-10-09 5111800 1575600 5806100 5492100 2024-10-09 2024-10-09 2024 \n","2024-10-10 0 0 0 0 2024-10-10 2024-10-10 2024 \n","\n","Price mes dia \n","Ticker \n","data \n","2023-01-09 1 9 \n","2023-01-10 1 10 \n","2023-01-11 1 11 \n","2023-01-12 1 12 \n","2023-01-13 1 13 \n","... .. .. \n","2024-10-04 10 4 \n","2024-10-07 10 7 \n","2024-10-08 10 8 \n","2024-10-09 10 9 \n","2024-10-10 10 10 \n","\n","[441 rows x 521 columns]"],"text/html":["\n","
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PriceAdj Close...Volumedatadateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
data
2023-01-0913.684702NaN14.2219.15179811.30748212.0072.12925711.60709415.37996511.507261...76598006963002607700573060040586002023-01-092023-01-09202319
2023-01-1013.817748NaN14.7819.16175811.18920212.3474.09039312.01829615.64139311.747737...1094960016930003302800655600066839002023-01-102023-01-102023110
2023-01-1113.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294211.872430...149199007177004127600598290064672002023-01-112023-01-112023111
2023-01-1213.399605NaN14.5119.91866911.87522012.3276.52257512.49491715.76103011.631951...117115009636003618900537600053770002023-01-122023-01-122023112
2023-01-1313.190533NaN13.6219.87883011.66231911.6675.70543712.29866115.79648011.676487...90144008525003417300495720052010002023-01-132023-01-132023113
..................................................................
2024-10-0413.28000022.4048887.056.97000010.3400005.8841.52999910.75000026.86000113.290000...818680014481002425400481920082221002024-10-042024-10-042024104
2024-10-0713.17000022.6299997.016.77000010.2400005.7540.90000210.55000026.99000013.300000...720120014880001928900540930088250002024-10-072024-10-072024107
2024-10-0813.08000022.5900007.026.82000010.2200006.1841.83000210.70000026.98000013.370000...818170016725002170200679800091800002024-10-082024-10-082024108
2024-10-0913.08000022.0100006.836.50000010.0900006.1841.34999810.68000026.43000013.060000...600720051118001575600580610054921002024-10-092024-10-092024109
2024-10-1013.11000022.1700006.956.65000010.1200005.8141.34999810.75000026.20000113.170000...000002024-10-102024-10-1020241010
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441 rows × 521 columns

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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"dados"}},"metadata":{},"execution_count":16}],"source":["#Criar colunas 'ano', 'mes' e 'dia' a partir da coluna 'date'\n","dados['date'] = pd.to_datetime(dados['data'])\n","\n","dados['ano'] = dados['date'].dt.year\n","dados['mes'] = dados['date'].dt.month\n","dados['dia'] = dados['date'].dt.day\n","\n","dados"]},{"cell_type":"code","execution_count":17,"metadata":{"id":"5gLFbFpLkCzQ","executionInfo":{"status":"ok","timestamp":1728611541586,"user_tz":180,"elapsed":350,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}}},"outputs":[],"source":["#ocultar indice\n","dados = dados.reset_index(drop=True)"]},{"cell_type":"code","execution_count":18,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":649},"executionInfo":{"elapsed":370,"status":"ok","timestamp":1728611543044,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"8y0-CS9uG4ja","outputId":"568a7a12-8071-4e2e-a8de-24e2b746be6d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Price Adj Close \\\n","Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA AZUL4.SA \n","0 13.684702 NaN 14.22 19.151798 11.307482 12.00 \n","1 13.817748 NaN 14.78 19.161758 11.189202 12.34 \n","2 13.580167 NaN 15.13 19.679644 11.575581 12.35 \n","3 13.399605 NaN 14.51 19.918669 11.875220 12.32 \n","4 13.190533 NaN 13.62 19.878830 11.662319 11.66 \n",".. ... ... ... ... ... ... \n","436 13.280000 22.404888 7.05 6.970000 10.340000 5.88 \n","437 13.170000 22.629999 7.01 6.770000 10.240000 5.75 \n","438 13.080000 22.590000 7.02 6.820000 10.220000 6.18 \n","439 13.080000 22.010000 6.83 6.500000 10.090000 6.18 \n","440 13.110000 22.170000 6.95 6.650000 10.120000 5.81 \n","\n","Price ... Volume \\\n","Ticker AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... VBBR3.SA VIVA3.SA \n","0 72.129257 11.607094 15.379965 11.507261 ... 7659800 696300 \n","1 74.090393 12.018296 15.641393 11.747737 ... 10949600 1693000 \n","2 75.945770 12.569680 15.862942 11.872430 ... 14919900 717700 \n","3 76.522575 12.494917 15.761030 11.631951 ... 11711500 963600 \n","4 75.705437 12.298661 15.796480 11.676487 ... 9014400 852500 \n",".. ... ... ... ... ... ... ... \n","436 41.529999 10.750000 26.860001 13.290000 ... 8186800 1448100 \n","437 40.900002 10.550000 26.990000 13.300000 ... 7201200 1488000 \n","438 41.830002 10.700000 26.980000 13.370000 ... 8181700 1672500 \n","439 41.349998 10.680000 26.430000 13.060000 ... 6007200 5111800 \n","440 41.349998 10.750000 26.200001 13.170000 ... 0 0 \n","\n","Price data date ano mes dia \n","Ticker VIVT3.SA WEGE3.SA YDUQ3.SA \n","0 2607700 5730600 4058600 2023-01-09 2023-01-09 2023 1 9 \n","1 3302800 6556000 6683900 2023-01-10 2023-01-10 2023 1 10 \n","2 4127600 5982900 6467200 2023-01-11 2023-01-11 2023 1 11 \n","3 3618900 5376000 5377000 2023-01-12 2023-01-12 2023 1 12 \n","4 3417300 4957200 5201000 2023-01-13 2023-01-13 2023 1 13 \n",".. ... ... ... ... ... ... .. .. \n","436 2425400 4819200 8222100 2024-10-04 2024-10-04 2024 10 4 \n","437 1928900 5409300 8825000 2024-10-07 2024-10-07 2024 10 7 \n","438 2170200 6798000 9180000 2024-10-08 2024-10-08 2024 10 8 \n","439 1575600 5806100 5492100 2024-10-09 2024-10-09 2024 10 9 \n","440 0 0 0 2024-10-10 2024-10-10 2024 10 10 \n","\n","[441 rows x 521 columns]"],"text/html":["\n","
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PriceAdj Close...Volumedatadateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
013.684702NaN14.2219.15179811.30748212.0072.12925711.60709415.37996511.507261...76598006963002607700573060040586002023-01-092023-01-09202319
113.817748NaN14.7819.16175811.18920212.3474.09039312.01829615.64139311.747737...1094960016930003302800655600066839002023-01-102023-01-102023110
213.580167NaN15.1319.67964411.57558112.3575.94577012.56968015.86294211.872430...149199007177004127600598290064672002023-01-112023-01-112023111
313.399605NaN14.5119.91866911.87522012.3276.52257512.49491715.76103011.631951...117115009636003618900537600053770002023-01-122023-01-122023112
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441 rows × 521 columns

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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","variable_name":"dados"}},"metadata":{},"execution_count":18}],"source":["#visualizar tabela\n","dados"]},{"cell_type":"code","execution_count":19,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":4,"status":"ok","timestamp":1728611546142,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"tr98vH8NHBUJ","outputId":"9e404485-b0ff-449d-9495-b1584cb6fbac"},"outputs":[{"output_type":"stream","name":"stdout","text":["Price Ticker \n","Adj Close ABEV3.SA float64\n"," ALOS3.SA float64\n"," ALPA4.SA float64\n"," ASAI3.SA float64\n"," AURE3.SA float64\n"," ... \n","data object\n","date datetime64[ns]\n","ano int32\n","mes int32\n","dia int32\n","Length: 521, dtype: object\n"]}],"source":["#visualizar colunas e tipo\n","print(dados.dtypes)"]},{"cell_type":"code","execution_count":20,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":398},"executionInfo":{"elapsed":1710,"status":"ok","timestamp":1728611549568,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"sQGWnYMyHIsv","outputId":"06a60a2a-8a90-4a73-88ff-979fd6081ac3"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Price Adj Close \\\n","Ticker ABEV3.SA ALOS3.SA ALPA4.SA ASAI3.SA AURE3.SA \n","count 441.000000 246.000000 441.000000 441.000000 441.000000 \n","mean 12.947035 22.449553 9.177097 13.050135 12.044506 \n","min 11.090000 19.356661 6.830000 6.500000 10.090000 \n","25% 12.380000 21.570929 8.320000 11.520000 11.756942 \n","50% 12.950000 22.589525 9.150000 13.020000 12.061977 \n","75% 13.618179 23.231004 9.630000 13.980000 12.410589 \n","max 14.777578 25.293707 15.130000 21.024155 13.247258 \n","std 0.828974 1.181310 1.375687 2.674175 0.542813 \n","\n","Price ... \\\n","Ticker AZUL4.SA AZZA3.SA B3SA3.SA BBAS3.SA BBDC3.SA ... \n","count 441.000000 441.000000 441.000000 441.000000 441.000000 ... \n","mean 12.361247 61.809334 11.973095 23.671521 12.067061 ... \n","min 4.040000 40.540001 9.743159 15.379965 10.039745 ... \n","25% 9.550000 52.585594 10.939609 21.717203 11.204440 ... \n","50% 12.360000 60.429764 12.022930 24.417740 11.889301 ... \n","75% 14.690000 70.917969 12.796729 26.533062 13.004887 ... \n","max 21.860001 85.222694 14.424599 29.059889 14.397868 ... \n","std 3.900998 10.571075 1.190660 3.516773 1.058841 ... \n","\n","Price Volume \\\n","Ticker VAMO3.SA VBBR3.SA VIVA3.SA VIVT3.SA WEGE3.SA \n","count 4.410000e+02 4.410000e+02 4.410000e+02 4.410000e+02 4.410000e+02 \n","mean 7.152371e+06 9.696548e+06 2.787556e+06 2.348540e+06 6.892910e+06 \n","min 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 \n","25% 4.182300e+06 6.131600e+06 1.495400e+06 1.668200e+06 4.730200e+06 \n","50% 6.011500e+06 8.186800e+06 2.122300e+06 2.131800e+06 5.979700e+06 \n","75% 8.336300e+06 1.124180e+07 3.173700e+06 2.744300e+06 7.934900e+06 \n","max 6.244440e+07 4.632970e+07 3.859080e+07 1.766530e+07 4.312870e+07 \n","std 5.416492e+06 5.803682e+06 3.032877e+06 1.267073e+06 4.033877e+06 \n","\n","Price date ano mes \\\n","Ticker YDUQ3.SA \n","count 4.410000e+02 441 441.000000 441.000000 \n","mean 4.866005e+06 2023-11-26 15:04:29.387755008 2023.448980 5.981859 \n","min 0.000000e+00 2023-01-09 00:00:00 2023.000000 1.000000 \n","25% 3.239300e+06 2023-06-20 00:00:00 2023.000000 3.000000 \n","50% 4.254300e+06 2023-11-27 00:00:00 2023.000000 6.000000 \n","75% 5.733400e+06 2024-05-08 00:00:00 2024.000000 8.000000 \n","max 2.028200e+07 2024-10-10 00:00:00 2024.000000 12.000000 \n","std 2.665747e+06 NaN 0.497955 3.161507 \n","\n","Price dia \n","Ticker \n","count 441.000000 \n","mean 15.725624 \n","min 1.000000 \n","25% 8.000000 \n","50% 16.000000 \n","75% 23.000000 \n","max 31.000000 \n","std 8.745622 \n","\n","[8 rows x 520 columns]"],"text/html":["\n","
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PriceAdj Close...Volumedateanomesdia
TickerABEV3.SAALOS3.SAALPA4.SAASAI3.SAAURE3.SAAZUL4.SAAZZA3.SAB3SA3.SABBAS3.SABBDC3.SA...VAMO3.SAVBBR3.SAVIVA3.SAVIVT3.SAWEGE3.SAYDUQ3.SA
count441.000000246.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000441.000000...4.410000e+024.410000e+024.410000e+024.410000e+024.410000e+024.410000e+02441441.000000441.000000441.000000
mean12.94703522.4495539.17709713.05013512.04450612.36124761.80933411.97309523.67152112.067061...7.152371e+069.696548e+062.787556e+062.348540e+066.892910e+064.866005e+062023-11-26 15:04:29.3877550082023.4489805.98185915.725624
min11.09000019.3566616.8300006.50000010.0900004.04000040.5400019.74315915.37996510.039745...0.000000e+000.000000e+000.000000e+000.000000e+000.000000e+000.000000e+002023-01-09 00:00:002023.0000001.0000001.000000
25%12.38000021.5709298.32000011.52000011.7569429.55000052.58559410.93960921.71720311.204440...4.182300e+066.131600e+061.495400e+061.668200e+064.730200e+063.239300e+062023-06-20 00:00:002023.0000003.0000008.000000
50%12.95000022.5895259.15000013.02000012.06197712.36000060.42976412.02293024.41774011.889301...6.011500e+068.186800e+062.122300e+062.131800e+065.979700e+064.254300e+062023-11-27 00:00:002023.0000006.00000016.000000
75%13.61817923.2310049.63000013.98000012.41058914.69000070.91796912.79672926.53306213.004887...8.336300e+061.124180e+073.173700e+062.744300e+067.934900e+065.733400e+062024-05-08 00:00:002024.0000008.00000023.000000
max14.77757825.29370715.13000021.02415513.24725821.86000185.22269414.42459929.05988914.397868...6.244440e+074.632970e+073.859080e+071.766530e+074.312870e+072.028200e+072024-10-10 00:00:002024.00000012.00000031.000000
std0.8289741.1813101.3756872.6741750.5428133.90099810.5710751.1906603.5167731.058841...5.416492e+065.803682e+063.032877e+061.267073e+064.033877e+062.665747e+06NaN0.4979553.1615078.745622
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8 rows × 520 columns

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\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe"}},"metadata":{},"execution_count":20}],"source":["#descrição da tabela\n","dados.describe()"]},{"cell_type":"code","execution_count":21,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":327,"status":"ok","timestamp":1728611550830,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"DrLOkptWdBQR","outputId":"6ca7caca-72a2-4772-f873-f63f20c4ffbd"},"outputs":[{"output_type":"stream","name":"stdout","text":["\n","RangeIndex: 441 entries, 0 to 440\n","Columns: 521 entries, ('Adj Close', 'ABEV3.SA') to ('dia', '')\n","dtypes: datetime64[ns](1), float64(432), int32(3), int64(84), object(1)\n","memory usage: 1.7+ MB\n"]}],"source":["dados.info()"]},{"cell_type":"markdown","metadata":{"id":"vDjjVI-9mQHb"},"source":["#Pergunta 1\n","\n","\n","---\n","\n","\n","## Quais são as principais tendências do Ibovespa ao longo do último ano?\n","- Justificativa: Segundo a teoria de Dow, o mercado apresenta tendências primárias, secundárias e terciárias. Identificar essas tendências é essencial para entender a direção geral do mercado e tomar decisões de investimento.\n","- Análise:\n"," * Visualize a evolução do índice ao longo do tempo\n"," * Utilize médias móveis (como a de 50 e 200 dias) para suavizar os dados e destacar as tendências de longo prazo.\n"," * Analise as mudanças nos preços, observando períodos de alta (bull market) e baixa (bear market)\n","\n","\n","\n","\n","\n","\n","\n","\n"]},{"cell_type":"code","source":["import matplotlib.dates as mdates\n","import matplotlib.pyplot as plt\n","import matplotlib.ticker as mticker\n"],"metadata":{"id":"keVjelY9LFGC","executionInfo":{"status":"ok","timestamp":1728612184612,"user_tz":180,"elapsed":318,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}}},"execution_count":35,"outputs":[]},{"cell_type":"code","execution_count":36,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":466},"executionInfo":{"elapsed":1054,"status":"ok","timestamp":1728612213046,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"74Y0AxRPHlM_","outputId":"e10dbc50-edf0-4f34-c908-6095fb947b85"},"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"display_data","data":{"text/plain":["
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Definindo o ticker do Ibovespa e o período de um ano\n","ticker = \"^BVSP\" # Ticker do Ibovespa\n","start_date = \"2023-10-01\" # Data de início (um ano atrás)\n","end_date = \"2024-10-01\" # Data de fim\n","\n","# Coletando os dados do Ibovespa\n","ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n","\n","# Calculando as médias móveis de 50 e 200 dias\n","ibovespa_data['MA50'] = ibovespa_data['Close'].rolling(window=50).mean()\n","ibovespa_data['MA200'] = ibovespa_data['Close'].rolling(window=200).mean()\n","\n","# Plotando os dados\n","plt.figure(figsize=(14, 7))\n","plt.plot(ibovespa_data['Close'], label='Ibovespa', color='blue', alpha=0.5)\n","plt.plot(ibovespa_data['MA50'], label='Média Móvel 50 dias', color='orange')\n","plt.plot(ibovespa_data['MA200'], label='Média Móvel 200 dias', color='red')\n","\n","# Personalizando o eixo Y para exibir Reais (R$)\n","ax = plt.gca()\n","ax.yaxis.set_major_formatter(mticker.StrMethodFormatter('R${x:,.2f}'))\n","\n","# Personalizando o gráfico\n","plt.title('Tendências do Ibovespa ao Longo do Último Ano (2023-2024)')\n","plt.xlabel('Data (Anos-Meses)')\n","plt.ylabel('Preço de Fechamento (R$)')\n","plt.legend()\n","plt.show()"]},{"cell_type":"markdown","metadata":{"id":"YT_QXJUNElu1"},"source":[]},{"cell_type":"markdown","metadata":{"id":"XmlSIT5HEmKd"},"source":["#Pergunta 2\n","\n","\n","---\n","\n","\n","## Há evidências de reversões de tendência nos últimos meses?\n","- Justificativa: A teoria de Dow enfatiza a importância de identificar reversões, pois elas podem representar pontos críticos para decisões de compra e venda. Reconhecer padrões de reversão é fundamental para os investidores.\n","- Análise:\n"," * Observe formações que indiquem reversões, como \"topos e fundos duplos\" ou \"ombro-cabeça-ombro\".\n"," * Calcule o Índice de Força Relativa (RSI) para identificar condições de sobrecompra ou sobrevenda, o que pode indicar uma possível reversão de tendência.\n","\n","\n"]},{"cell_type":"code","execution_count":40,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":905},"executionInfo":{"elapsed":6069,"status":"ok","timestamp":1728612864353,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"Yy6q_2zQozvV","outputId":"1b120733-cdcd-4f96-8def-e361721892be"},"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"stream","name":"stdout","text":["Collecting ta\n"," Downloading ta-0.11.0.tar.gz (25 kB)\n"," Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n","Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from ta) (1.26.4)\n","Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from ta) (2.2.2)\n","Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas->ta) (2.8.2)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->ta) (2024.2)\n","Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.10/dist-packages (from pandas->ta) (2024.2)\n","Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas->ta) (1.16.0)\n","Building wheels for collected packages: ta\n"," Building wheel for ta (setup.py) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for ta: filename=ta-0.11.0-py3-none-any.whl size=29412 sha256=86557fc1dce0fe92006a674edcae4f16787743ae91c9df953bbe006e2c2bed7b\n"," Stored in directory: /root/.cache/pip/wheels/5f/67/4f/8a9f252836e053e532c6587a3230bc72a4deb16b03a829610b\n","Successfully built ta\n","Installing collected packages: ta\n","Successfully installed ta-0.11.0\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}}],"source":["# Definindo o ticker do Ibovespa e o período de um ano\n","ticker = \"^BVSP\" # Ticker do Ibovespa\n","start_date = \"2023-10-01\" # Data de início (um ano atrás)\n","end_date = \"2024-10-01\" # Data de fim\n","\n","# Coletando os dados do Ibovespa\n","ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n","\n","# Calculando as médias móveis de 50 e 200 dias\n","ibovespa_data['MA50'] = ibovespa_data['Close'].rolling(window=50).mean()\n","ibovespa_data['MA200'] = ibovespa_data['Close'].rolling(window=200).mean()\n","\n","# Instala e importa a biblioteca necessária para calcular o RSI\n","!pip install ta\n","from ta.momentum import RSIIndicator\n","\n","# Calcula o RSI e adiciona ao DataFrame\n","rsi_indicator = RSIIndicator(close=ibovespa_data[\"Close\"])\n","ibovespa_data['RSI'] = rsi_indicator.rsi()\n","\n","# Plotando dados do Ibovespa com tipo candlestick\n","fig, ax = mpf.plot(\n"," ibovespa_data,\n"," type='candle',\n"," style='charles',\n"," title='Tendências de Reversões nos últimos 6 Meses (2024)',\n"," ylabel='Preço (R$)',\n"," volume=False,\n"," addplot=[\n"," mpf.make_addplot(\n"," ibovespa_data['RSI'],\n"," panel=1,\n"," color='orange',\n"," title='RSI'\n"," )\n"," ],\n"," returnfig=True\n",")\n","\n","# Personalizando o eixo Y para exibir Reais (R$)\n","ax[0].yaxis.set_major_formatter(mticker.StrMethodFormatter('R${x:,.2f}'))\n","\n","plt.show()\n","\n"]},{"cell_type":"code","source":["#outra forma\n","from datetime import datetime, timedelta\n","\n","# 1. Definir intervalo de 6 meses a partir da data atual\n","end_date = datetime.today()\n","start_date = end_date - timedelta(days=6*30) # Aproximadamente 6 meses\n","\n","# 2. Baixar dados do Ibovespa\n","ticker = \"^BVSP\"\n","ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n","\n","# 3. Calcular o RSI (Índice de Força Relativa)\n","def calculate_RSI(data, window=14):\n"," delta = data['Close'].diff(1)\n"," gain = delta.where(delta > 0, 0)\n"," loss = -delta.where(delta < 0, 0)\n","\n"," avg_gain = gain.rolling(window=window, min_periods=1).mean()\n"," avg_loss = loss.rolling(window=window, min_periods=1).mean()\n","\n"," rs = avg_gain / avg_loss\n"," rsi = 100 - (100 / (1 + rs))\n","\n"," return rsi\n","\n","# Calcular o RSI com janela de 14 dias\n","ibovespa_data['RSI'] = calculate_RSI(ibovespa_data)\n","\n","# 4. Identificar topos e fundos simples\n","ibovespa_data['High_Peak'] = (ibovespa_data['High'] > ibovespa_data['High'].shift(1)) & (ibovespa_data['High'] > ibovespa_data['High'].shift(-1))\n","ibovespa_data['Low_Trough'] = (ibovespa_data['Low'] < ibovespa_data['Low'].shift(1)) & (ibovespa_data['Low'] < ibovespa_data['Low'].shift(-1))\n","\n","# 5. Detectar padrões de reversão (Topos e Fundos Duplos / Ombro-Cabeça-Ombro)\n","# Detectando potenciais topos duplos e fundos duplos\n","ibovespa_data['Double_Top'] = (ibovespa_data['High_Peak'].shift(1)) & (ibovespa_data['High_Peak'])\n","ibovespa_data['Double_Bottom'] = (ibovespa_data['Low_Trough'].shift(1)) & (ibovespa_data['Low_Trough'])\n","\n","# 6. Plotar o preço de fechamento, RSI e possíveis topos/fundos\n","plt.figure(figsize=(14, 10))\n","\n","# Preço de fechamento com topos e fundos\n","plt.subplot(3, 1, 1)\n","plt.plot(ibovespa_data['Close'], label='Fechamento', color='blue')\n","plt.scatter(ibovespa_data.index[ibovespa_data['High_Peak']], ibovespa_data['High'][ibovespa_data['High_Peak']], color='red', label='Topo', marker='^', s=100)\n","plt.scatter(ibovespa_data.index[ibovespa_data['Low_Trough']], ibovespa_data['Low'][ibovespa_data['Low_Trough']], color='green', label='Fundo', marker='v', s=100)\n","plt.scatter(ibovespa_data.index[ibovespa_data['Double_Top']], ibovespa_data['High'][ibovespa_data['Double_Top']], color='orange', label='Topo Duplo', marker='D', s=100)\n","plt.scatter(ibovespa_data.index[ibovespa_data['Double_Bottom']], ibovespa_data['Low'][ibovespa_data['Double_Bottom']], color='purple', label='Fundo Duplo', marker='D', s=100)\n","plt.title('Evolução do Ibovespa - Topos, Fundos e Reversões (Últimos 6 meses)')\n","plt.legend()\n","plt.grid(True)\n","\n","# Plotar RSI\n","plt.subplot(3, 1, 2)\n","plt.plot(ibovespa_data['RSI'], label='RSI (14 dias)', color='purple')\n","plt.axhline(70, linestyle='--', color='red', label='Sobrecompra (70)')\n","plt.axhline(30, linestyle='--', color='green', label='Sobrevenda (30)')\n","plt.title('Índice de Força Relativa (RSI)')\n","plt.legend()\n","plt.grid(True)\n","\n","# 7. Verificar reversões com RSI e padrões de topos e fundos\n","reversals = ibovespa_data[(ibovespa_data['RSI'] > 70) | (ibovespa_data['RSI'] < 30) | ibovespa_data['Double_Top'] | ibovespa_data['Double_Bottom']]\n","\n","# 8. Exibir evidências de reversões\n","#print(\"Evidências de possíveis reversões nos últimos 6 meses:\")\n","#print(reversals[['Close', 'RSI', 'Double_Top', 'Double_Bottom']])\n","\n","plt.tight_layout()\n","plt.show()"],"metadata":{"id":"a7he2GIeup9K","colab":{"base_uri":"https://localhost:8080/","height":488},"executionInfo":{"status":"ok","timestamp":1728567879337,"user_tz":180,"elapsed":2143,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}},"outputId":"89e9c623-8a6c-491d-c41c-d7b1e6f9c43c"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"display_data","data":{"text/plain":["
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3\n","## Como o volume de negociação de ações ao longo do tempo influencia o desempenho de preço de uma ação?\n"," - Justificativa: O volume de negociação pode ser um indicador da liquidez e interesse do mercado por determinadas ações, o que pode influenciar seus preços.\n"," - Análise:\n"," - Verificar a correlação entre volume de negociação e o preço das ações.\n"," - Identificar padrões nos dados históricos que explicam essa relação.\n","\n"]},{"cell_type":"code","execution_count":42,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"elapsed":2372,"status":"ok","timestamp":1728613050856,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"},"user_tz":180},"id":"vGKMjhqTQkqR","outputId":"051cd7cd-5125-4fb4-f1ee-042ec3646ec0"},"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}}],"source":["# Definindo o ticker do Ibovespa e o período de análise (últimos 6 meses)\n","ticker = \"^BVSP\" # Ticker do Ibovespa\n","start_date = \"2023-10-01\" # Data de início (seis meses atrás)\n","end_date = \"2024-10-01\" # Data de fim\n","\n","# Coletando os dados do Ibovespa\n","ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n","\n","# Calculando a variação percentual do preço\n","ibovespa_data['Price Change (%)'] = ibovespa_data['Close'].pct_change() * 100\n","\n","# Criando gráficos\n","fig, ax1 = plt.subplots(figsize=(14, 7))\n","\n","# Gráfico de preços\n","ax1.set_title('Ibovespa: Preço de Fechamento e Volume de Negociação', fontsize=16)\n","ax1.set_xlabel('Data', fontsize=14)\n","ax1.set_ylabel('Preço de Fechamento (R$)', fontsize=14, color='tab:blue')\n","ax1.plot(ibovespa_data.index, ibovespa_data['Close'], label='Preço de Fechamento', color='tab:blue')\n","ax1.tick_params(axis='y', labelcolor='tab:blue')\n","\n","# Personalizando o eixo Y para exibir Reais (R$)\n","ax1.yaxis.set_major_formatter(mticker.StrMethodFormatter('R${x:,.2f}'))\n","\n","# Criando um segundo eixo y para o volume\n","ax2 = ax1.twinx()\n","ax2.set_ylabel('Volume de Negociação', fontsize=14, color='tab:orange')\n","ax2.bar(ibovespa_data.index, ibovespa_data['Volume'], label='Volume de Negociação', color='tab:orange', alpha=0.3)\n","ax2.tick_params(axis='y', labelcolor='tab:orange')\n","\n","# Exibindo a legenda\n","fig.tight_layout() # Ajusta o layout\n","plt.title('Ibovespa: Preço de Fechamento e Volume de Negociação', fontsize=16)\n","plt.show()\n","\n","# Gráfico de correlação entre volume e variação de preço\n","plt.figure(figsize=(10, 5))\n","plt.scatter(ibovespa_data['Volume'], ibovespa_data['Price Change (%)'], alpha=0.5)\n","plt.title('Correlação entre Volume de Negociação e Variação de Preço', fontsize=16)\n","plt.xlabel('Volume de Negociação', fontsize=14)\n","plt.ylabel('Variação de Preço (%)', fontsize=14)\n","plt.show()\n"]},{"cell_type":"code","source":["#Outra forma\n","# Definindo o ticker e o período\n","ticker = '^BVSP'\n","start_date = '2023-10-01'\n","end_date = '2024-10-01'\n","\n","# Coletando os dados usando o yfinance\n","df = yf.download(ticker, start=start_date, end=end_date)\n","\n","# Adicionando uma coluna 'date' com os índices do DataFrame\n","df['date'] = df.index\n","\n","# Passo 1: Calcular a variação de preço diária\n","df['Price_Change'] = df['Close'].pct_change()\n","\n","# Passo 2: Analisar a correlação entre o volume e a variação de preço\n","correlation = df[['Volume', 'Price_Change']].corr()\n","\n","print(\"Correlação entre Volume e variação de preço:\")\n","print(correlation)\n","\n","# Passo 3: Plotar gráficos para identificar padrões\n","\n","# Passo 3: Plotar gráficos para identificar padrões\n","fig, ax1 = plt.subplots(figsize=(12, 6))\n","\n","# Gráfico de Volume\n","ax1.bar(df['date'], df['Volume'], color='lightblue', alpha=0.6, label='Volume')\n","ax1.set_xlabel('Data')\n","ax1.set_ylabel('Volume')\n","ax1.tick_params(axis='x', rotation=45)\n","\n","# Criar um segundo eixo para o preço\n","ax2 = ax1.twinx()\n","ax2.plot(df['date'], df['Close'], color='green', label='Preço de Fechamento')\n","ax2.set_ylabel('Preço de Fechamento')\n","\n","fig.suptitle('Relação entre Volume de Negociação e Preço de Ação')\n","ax1.legend(loc='upper left')\n","ax2.legend(loc='upper right')\n","\n","plt.show()\n","\n","# Passo 4: Análise da distribuição e relação com gráficos de dispersão\n","plt.figure(figsize=(10, 6))\n","sns.scatterplot(x='Volume', y='Price_Change', data=df)\n","plt.title('Dispersão entre Volume de Negociação e Variação de Preço')\n","plt.xlabel('Volume')\n","plt.ylabel('Variação de Preço (%)')\n","plt.show()"],"metadata":{"id":"5B3nLIB-zTWX","colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"status":"ok","timestamp":1728430260481,"user_tz":180,"elapsed":1998,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}},"outputId":"1a9c32a0-637a-4f58-f637-9e5f0a7cf43c"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"stream","name":"stdout","text":["Correlação entre Volume e variação de preço:\n"," Volume Price_Change\n","Volume 1.000000 0.071146\n","Price_Change 0.071146 1.000000\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}}]},{"cell_type":"code","source":["# Definindo o ticker do Ibovespa e o período de análise (últimos 10 anos)\n","ticker = \"^BVSP\"\n","start_date = \"2013-10-01\"\n","end_date = \"2023-10-01\"\n","\n","# Coletando os dados do Ibovespa\n","ibovespa_data = yf.download(ticker, start=start_date, end=end_date)\n","\n","# Calculando a variação percentual do preço\n","ibovespa_data['Price Change (%)'] = ibovespa_data['Close'].pct_change() * 100\n","\n","# Calculando a correlação entre volume e variação de preço\n","correlation = ibovespa_data[['Volume', 'Price Change (%)']].corr()\n","print(correlation)\n","\n","# Plotando a correlação\n","plt.figure(figsize=(10, 5))\n","plt.scatter(ibovespa_data['Volume'], ibovespa_data['Price Change (%)'], alpha=0.5)\n","\n","# Personalizando o eixo Y para exibir Reais (R$)\n","ax = plt.gca()\n","ax.yaxis.set_major_formatter(mticker.StrMethodFormatter('R${x:,.2f}'))\n","\n","plt.title('Correlação entre Volume de Negociação e Variação de Preço nos Últimos 10 Anos')\n","plt.xlabel('Volume de Negociação')\n","plt.ylabel('Variação de Preço (%)')\n","plt.show()\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":539},"id":"LY8s4zr2X-jk","executionInfo":{"status":"ok","timestamp":1728613284133,"user_tz":180,"elapsed":1085,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}},"outputId":"f2cbf091-46f4-4da7-cd33-1168e1d38fe2"},"execution_count":43,"outputs":[{"output_type":"stream","name":"stderr","text":["\r[*********************100%***********************] 1 of 1 completed\n"]},{"output_type":"stream","name":"stdout","text":[" Volume Price Change (%)\n","Volume 1.000000 0.003343\n","Price Change (%) 0.003343 1.000000\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}}]},{"cell_type":"code","source":["#Criar arquivo csv com dados baixados\n","#dados.to_csv('dados.csv', index=True)\n","dados.to_csv('dados_pojeto_reprograma.csv', index=True, sep=',')\n","\n","#salva csv no drive\n","from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"-VkbtOh8Cyea","executionInfo":{"status":"ok","timestamp":1728613295887,"user_tz":180,"elapsed":2657,"user":{"displayName":"Pricila Magalhães","userId":"04871473992144869263"}},"outputId":"8b55018c-ea15-4548-8e59-aa388576195c"},"execution_count":44,"outputs":[{"output_type":"stream","name":"stdout","text":["Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"]}]}],"metadata":{"colab":{"provenance":[{"file_id":"1EQPG7v-i1-mTFzQE5OMF_qostI8VZc7Q","timestamp":1728570597447},{"file_id":"1KzeySRkmNLCXaCVRD5SBMGTKHnWKuopN","timestamp":1727982871225},{"file_id":"1QJnhRY99P61WLUsQ_czt0OXHxKDEI1lq","timestamp":1727826897901},{"file_id":"1SuMBKCpHdadb5QTLHNRy72lrFE3-Pbvl","timestamp":1727745331065}]},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0} \ No newline at end of file diff --git "a/Pricila_Magalh\303\243es- Final/M\303\241rcia_Pricila_on34_readme.docx" "b/Pricila_Magalh\303\243es- Final/M\303\241rcia_Pricila_on34_readme.docx" new file mode 100644 index 0000000000000000000000000000000000000000..5c4e6dae7bdce42712653b151a5d59893dbf765a GIT binary patch literal 12901 zcmaKT1ymi&wk_`N5ZocSyW7Uy-60!yhXBFd3GVLh?(XjH2?P!B$$9_1d+z!F-Bn}s z=-p$i?%G{z)|$0ywxSF;1O^BU3=9amx{Mac-wf^J+|AC>l+o73#@Ni!%GQFx-3EC1 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zRen#;{~KsNiS^HB<+o)0-vNHl_WK)PF!N7 Date: Fri, 11 Oct 2024 14:54:09 -0300 Subject: [PATCH 4/4] Delete Pricila Magalh"aes --- "Pricila Magalh\"aes" | 1 - 1 file changed, 1 deletion(-) delete mode 100644 "Pricila Magalh\"aes" diff --git "a/Pricila Magalh\"aes" "b/Pricila Magalh\"aes" deleted file mode 100644 index 8b13789..0000000 --- "a/Pricila Magalh\"aes" +++ /dev/null @@ -1 +0,0 @@ -

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