diff --git a/2、幸福感数据分析/第5组-杜佳璐/第5组实战/离职分析.ipynb b/2、幸福感数据分析/第5组-杜佳璐/第5组实战/离职分析.ipynb new file mode 100644 index 0000000..037605f --- /dev/null +++ b/2、幸福感数据分析/第5组-杜佳璐/第5组实战/离职分析.ipynb @@ -0,0 +1,510 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": true, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from sklearn.preprocessing import LabelEncoder" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "outputs": [ + { + "data": { + "text/plain": " Age Attrition BusinessTravel Department DistanceFromHome \\\n0 51 No Travel_Rarely Sales 6 \n1 31 Yes Travel_Frequently Research & Development 10 \n2 32 No Travel_Frequently Research & Development 17 \n3 38 No Non-Travel Research & Development 2 \n4 32 No Travel_Rarely Research & Development 10 \n\n Education EducationField EmployeeCount EmployeeID Gender ... \\\n0 2 Life Sciences 1 1 Female ... \n1 1 Life Sciences 1 2 Female ... \n2 4 Other 1 3 Male ... \n3 5 Life Sciences 1 4 Male ... \n4 1 Medical 1 5 Male ... \n\n NumCompaniesWorked Over18 PercentSalaryHike StandardHours \\\n0 1.0 Y 11 8 \n1 0.0 Y 23 8 \n2 1.0 Y 15 8 \n3 3.0 Y 11 8 \n4 4.0 Y 12 8 \n\n StockOptionLevel TotalWorkingYears TrainingTimesLastYear YearsAtCompany \\\n0 0 1.0 6 1 \n1 1 6.0 3 5 \n2 3 5.0 2 5 \n3 3 13.0 5 8 \n4 2 9.0 2 6 \n\n YearsSinceLastPromotion YearsWithCurrManager \n0 0 0 \n1 1 4 \n2 0 3 \n3 7 5 \n4 0 4 \n\n[5 rows x 24 columns]", + "text/html": "
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AgeAttritionBusinessTravelDepartmentDistanceFromHomeEducationEducationFieldEmployeeCountEmployeeIDGender...NumCompaniesWorkedOver18PercentSalaryHikeStandardHoursStockOptionLevelTotalWorkingYearsTrainingTimesLastYearYearsAtCompanyYearsSinceLastPromotionYearsWithCurrManager
051NoTravel_RarelySales62Life Sciences11Female...1.0Y11801.06100
131YesTravel_FrequentlyResearch & Development101Life Sciences12Female...0.0Y23816.03514
232NoTravel_FrequentlyResearch & Development174Other13Male...1.0Y15835.02503
338NoNon-TravelResearch & Development25Life Sciences14Male...3.0Y118313.05875
432NoTravel_RarelyResearch & Development101Medical15Male...4.0Y12829.02604
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" + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('quit_dataset.csv')\n", + "df.head()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 21, + "outputs": [ + { + "data": { + "text/plain": "No 3699\nYes 711\nName: Attrition, dtype: int64" + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.Attrition.value_counts()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 22, + "outputs": [ + { + "data": { + "text/plain": " Age Attrition BusinessTravel Department DistanceFromHome Education \\\n0 51 0 2 2 6 2 \n1 31 1 1 1 10 1 \n2 32 0 1 1 17 4 \n3 38 0 0 1 2 5 \n4 32 0 2 1 10 1 \n\n EducationField EmployeeCount EmployeeID Gender ... NumCompaniesWorked \\\n0 1 1 1 0 ... 1.0 \n1 1 1 2 0 ... 0.0 \n2 4 1 3 1 ... 1.0 \n3 1 1 4 1 ... 3.0 \n4 3 1 5 1 ... 4.0 \n\n Over18 PercentSalaryHike StandardHours StockOptionLevel \\\n0 0 11 8 0 \n1 0 23 8 1 \n2 0 15 8 3 \n3 0 11 8 3 \n4 0 12 8 2 \n\n TotalWorkingYears TrainingTimesLastYear YearsAtCompany \\\n0 1.0 6 1 \n1 6.0 3 5 \n2 5.0 2 5 \n3 13.0 5 8 \n4 9.0 2 6 \n\n YearsSinceLastPromotion YearsWithCurrManager \n0 0 0 \n1 1 4 \n2 0 3 \n3 7 5 \n4 0 4 \n\n[5 rows x 24 columns]", + "text/html": "
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051022621110...1.0011801.06100
1311111011120...0.0023816.03514
2320111744131...1.0015835.02503
338001251141...3.00118313.05875
4320211013151...4.0012829.02604
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" + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#将所有字符串列映射成数字\n", + "maps={}\n", + "for col in df:\n", + " dtype=df[col].dtype\n", + " if dtype==\"object\":\n", + " unique=df[col].unique()\n", + " #训练标签\n", + " le = LabelEncoder()\n", + " le = le.fit(unique)\n", + " #将每列的标签保存进字典\n", + " maps[col]=le\n", + " df[col]=le.transform(df[col])\n", + "df.head()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 23, + "outputs": [ + { + "data": { + "text/plain": "0 3699\n1 711\nName: Attrition, dtype: int64" + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.Attrition.value_counts()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 24, + "outputs": [ + { + "data": { + "text/plain": "" + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": "
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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## 使用热力图来绘制和离职变量之间的相关性\n", + "plt.figure(figsize=(20,10))\n", + "sns.heatmap(df.corr(),annot=True)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 33, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "corr = df.corr()\n", + "corr.head()\n", + "corr = corr.fillna(0)\n", + "show=corr[[\"Attrition\"]].sort_values(by=\"Attrition\",ascending=False)\n", + "# 根据热力图,绘制与Attrition相关性最高的前10个特征\n", + "#使用sort_values去求前5和后5的柱状图\n", + "# 绘制值最高的前5个\n", + "plt.figure(figsize=(20,8))\n", + "plt.subplot(1,2,1)\n", + "plt.bar(show.index[:5],show.Attrition[:5])\n", + "# 绘制值最低的前5个\n", + "plt.subplot(1,2,2)\n", + "plt.bar(show.index[-5:],show.Attrition[-5:])\n", + "plt.title(\"The correlation of attrition with other variables\")\n", + "plt.show()\n", + "#\n", + "last_index=len(show[show.Attrition<0])\n", + "show=show.iloc[1:11].append(show.iloc[-last_index:])\n", + "show=show.iloc[0:5].append(show.iloc[-5:])\n", + "index_name=[\"Over Time\",\"Marita Status\",\"Distance From Home\",\"Job Role\",\"Department\",\"Age\",\"Monthly Income\",\"Years In Current Role\",\"Job Level\",\"Total Working Years\"]\n", + "show.index=index_name\n", + "plt.figure(figsize=(20,8))\n", + "plt.bar(show.iloc[0:6].index,show.iloc[0:6].Attrition)\n", + "plt.bar(show.iloc[5:].index,show.iloc[5:].Attrition)\n", + "plt.title(\"The correlation of attrition with other variables\")\n", + "plt.show()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 27, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Top Five Reason of Attrition:\n", + "MaritalStatus\n", + "NumCompaniesWorked\n", + "PercentSalaryHike\n", + "JobRole\n", + "Gender\n" + ] + } + ], + "source": [ + "top5=corr[\"Attrition\"].sort_values(ascending=False)[1:6]\n", + "print(\"Top Five Reason of Attrition:\\n%s\"%\"\\n\".join(list(top5.index)))\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 35, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 36, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## 离职与未离职的人Totalworkingyears的占比对比\n", + "\n", + "quit_df=df[df[\"Attrition\"]==1]#离职\n", + "not_quit_df=df[df[\"Attrition\"]==0]#不离职\n", + "quit_level=quit_df.TotalWorkingYears.value_counts().sort_index()\n", + "not_quit_level=not_quit_df.TotalWorkingYears.value_counts().sort_index()\n", + "newdf=pd.DataFrame({\n", + " \"quit\":quit_level,\n", + " \"not_quit\":not_quit_level})\n", + "newdf[\"quit\"]/=newdf.quit.sum()\n", + "newdf[\"not_quit\"]/=newdf.not_quit.sum()\n", + "newdf=newdf.fillna(0)\n", + "index=newdf.index\n", + "plt.figure(figsize=(10,8))\n", + "# 设置柱形图宽度\n", + "bar_width = 0.35\n", + "# 绘制离职原因柱状图\n", + "rects1 = plt.bar(index, newdf.quit.values, bar_width, color='#0072BC', label=\"Attrition\")\n", + "# 绘制未离职的柱状图\n", + "rects2 = plt.bar(index + bar_width, newdf.not_quit,bar_width, color='#ED1C24', label=\"Non-Attrition\")\n", + "# X轴标题\n", + "plt.xlabel('years')\n", + "plt.ylabel(\"People percentage\")\n", + "plt.xticks(index + bar_width, index,rotation=60)\n", + "plt.title(\"Attrition and Non-Attrition in TotalWorkingYears\")\n", + "plt.legend()\n", + "plt.show()\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 37, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "quit_level=quit_df.JobLevel.value_counts().sort_index()\n", + "not_quit_level=not_quit_df.JobLevel.value_counts().sort_index()\n", + "quit_level/=sum(quit_level)\n", + "not_quit_level/=sum(not_quit_level)\n", + "index=quit_level.index\n", + "plt.figure(figsize=(10,8))\n", + "# 设置柱形图宽度\n", + "bar_width = 0.35\n", + "# 绘制离职原因柱状图\n", + "rects1 = plt.bar(index, quit_level.values, bar_width, color='#0072BC', label=\"Attrition\")\n", + "# 绘制未离职的柱状图\n", + "rects2 = plt.bar(index + bar_width, not_quit_level.values, bar_width, color='#ED1C24', label=\"Non-Attrition\")\n", + "# X轴标题\n", + "plt.xlabel('JobLevel')\n", + "plt.ylabel(\"People percentage\")\n", + "plt.xticks(index + bar_width, index,rotation=60)\n", + "plt.title(\"Attrition and Non-Attrition in JobLevel\")\n", + "plt.legend()\n", + "plt.show()\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "markdown", + "source": [ + "## 绘制一个包含两个子图的图表,分别表示离职员工和未离职员工的婚姻状况\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%% md\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 40, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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BJIQQQgghhBBZUiAJIYQQQgghRJYUSEIIIYQQQgiRJQWSEEIIIYQQQmRJgSSEEEIIIYQQWVIgCSGEEEIIIUSWFEhCCCGEEEIIkSUFkhBCCCGEEEJkSYEkhBBCCCGEEFlSIAkhhBBCCCFElhRIQgghhBBCCJElBZIQQgghhBBCZEmBJIQQQgghhBBZPq8DiPxkmuYo4BlgKqABfuA/wAzgIKXU1a2cpx9wt1JqVGu+rhBCCCGEKCxSIImt8b5S6hgA0zRLgI+A01u7OBJCCCFEYTJN83JgDO6FWBu4DDgRuEkptWAz9jMKOHvteYsQv0YKJNEslFINpmneA9xumuYi4AngUKXUqQCmaU4C9gXGAhcDSWAm8FvgeOA03CGfVwHbAucABvCKUuoq0zSPBC4FMsAnSqnLTdPsBDyO24O1rJXeqhBCCCFagWmaA4CDgN2VUo5pmkOA/yqlBnubTBQ6KZBEc1oOtAUWAa8DN5imGQUGAHNwi5u/AUOVUvWmad4MnAU0ANVKqYNN02wP3A0MAhLAdaZpds8+b5hSKmaa5qOmaY4FDgaeVErdZ5rm0bhFlRBCCCEKQy3QHTjNNM23lFKTTdPc2TTND4GzgWOAHkB7YBvgEqXU26ZpHgBcnX1+NfAd8OHanW7oomvrvSWRD2SRBtGctgEeA1BKZYDngMOAU4H7gJ7AD0qp+uz2/wMGZv+vsv/2BKYopeJKKSd70OoItAPeyB4UBwC9gL7Al9nnfdqC70sIIYQQrUwptZhsDxIwwTTN6cAB622WVErtB1wEXGKapgHcCuynlNoLiK+7sWmaVbgXXfdWSo0AumQvugrxIymQRLMwTbMMOBNYuc7DD+COEx4OvAvMBQZke5UARuIu6gDuuGKA2UA/0zSD2f0+h9sztRAYm12E4Tbgc9wFInbNPm+n5n9XQgghhPCKaZq9gTql1GlKqe7ACbijTKrW2eyb7L8LgRDuBdU6pdTy7OMfr7fb3mz4oqsQP5ICSWyN0aZpfmia5njgVdz5Q2t7glBKzc3+92WllK2UWpXd5gPTND/HHY5317o7VEqtBK4HPjJNcwIwSSk1H7gp+9gXwH64hdXfgUOzB7iDWvB9CiGEEKL1DcKd2xzIfj4DqMEdGreWs95zVgClpmm2y36+y3pfn8uGL7oK8SPNcdb/vRJCCCGEEMJ7pmn+CTgKd76yjnsR9WJ+moO0TCl197q3+zBNcz9+moOkA+Nxh+KfrZQ6xjTNE4BzcReDmgecqpSKteobEzlNCiQhhBBCCFEwTNP8P9xlwJOmaT4GvKOUesTrXCJ/yCp2QgghhBCikNQDn5umGcPtIXra2zgi30gPkhBCCCGEEEJkySINQgghhBBCCJElBZIQQgghhBBCZEmBJIQQQgghhBBZUiAJIYQQQgghRJYUSEIIIYQQQgiRJct8i3ylAUEgAoSzH2v/b6yzzdoPgDSwClgJ1PHLu28LIYQQYutogB8IZD+C6/x//c813PZ43Y9k60cW4uekQBK5SAMqgO7ANsA2iXSmVzyVMTWNHkGf0Snk10sztmOnM46VytiZpJWxk2nbTlq2k7EdnGzt4zhuFeQ4DkGfQUXYb5SGfAGfoRtJK9OQzjg1tu2sBpb7ffqSaMBYpGna2iJqFbAAmANkPPg+CCGEELlCA9rwU9vcPZ7O9E64bfO2QZ/RMeDTI4auGRnbsTO2k7Fs27YyTsayHcfK2HY64zipjO2kMzZpywYNogEf0aDPCAcMX9hvBAAnZdnxVMauydjOSmBZwNAXR4PGAk3TlgMKmIrbTgvRIuQ+SMJL5cBwYEh9It0vnXH6GLrWPew3OtiOo62sTyYW18SZu6oxMH91Y2hJTYJF1XEW18RY1ZAiY2/5727Qp1MR8dMmGqQy6qcqEqCqJEhVNOC0Lw0m25cGU+1Kg07nirBRHvYHGpPWXEPXvioN+T8HvgO+B6qb59sghBBC5IwSYJjtODs3JKztLdvp49O1ruGA0S6dsZ2V9cnkwjVx5q1uDM5fHQsuromxpCbB4po4NbEU6czWnVcGDJ2ysI+qaIA2JUHarv23JGh3qQwn+nUsTW/bNhrGIZlIZ2YHfPrX0aDvG+AH3MJpRTN8D0SRkwJJtBYdMIFd6xPp0Y7DHiG/0WnG8vrYxHlrIvNWx/yLq92D7KKaGHVxy+u8PyoN+ujbsZT+ncoY1KU8PqhreapHu2jEyjj1ScueUhL0TQj49G+Ab4FZQO6EF0IIITbOAPoDw+sT6VG2w4iw3+gyd1Vj/Iu5q0NqWX1gcU2cxdVxltTEaUzlzmCK9qVB+nQooW+HUgZ0KosP7Fye6tE2GtI00vF0Zrbf0L8uCfomAR8DUwDb48gij0iBJFpKGTDcyti71yessZGAMaQuYdlfzVvDhDmrS75ZUMO0pXVYW9EL5CVNg26VEfp3KmVApzJ7SLeKhv6dyvTKaCDYmLS+Kw35nzF07XXcq1n5+SaFEEIUmk7A8KSV2S2WyoyOBnzbVcdS6a/nV2tfzF0TnbygmmlL60ll8reWaFcapG+HEvq0L2X7ruXxEb3bZspCfieVsT8oD/tfAd4D5nudU+Q2KZBEc/EDoxqS1jG27ewd8hudZyyvj302e1Xkq3nV/m8W1LCyofDnXZYEfQzvWcXY/h0SYwd0yIT8RsJxeL0k5HsRGA/Ue51RCCFE0dCB4Yl05igrYx+ta1rV90tqk5/PXl3yzYIaffKiGmpiaa8ztrguFWF2692Gvft1aNy9dxsdqNU07e2SoO814ANgtccRRY6RAklsjQAwuj6RPsFv6AcvWBOzX5i0qOTTWav1fO4dak692pWwl9nO2W/7TvXbdykPxVLW99nepTdwx0vLN0kIIURzCgB7NSStYw1NO2RVQ1J/efKS8Fs/LPVNWVzndbacYHYoZUSfts6Y/h3qh3avCCXTmfkBv/Fa2G+8AXyIDJUvelIgic0VBMbUJ9In+Q39gDkrG63nJy0qfWvKMm1xTdzrbDktEjDYtVcbxmR7l8Ju79IbJSHfs8BbuMuQCyGEEJurFNivLp4+LujTx81Z1Zh+6ZvFJW//sEyftzrmdbac5jc0BnetYESftpnfbN+psWtl2HHg0UjAdz/u3GJRhKRAEk0RAsbVJdInBw19vxkrGtLPf+0WRcvqEl5ny1u92kXZy2zvHDK0S32vdiWag/NIJOC7B3eFPCGEEOLXlANH1MRSJ4UDxvDJC2pSL09eUvrutOWsrC/8Ie0tpWfbKIfv2NU6ZqduKb+hL48EjTt9uv44sNTrbKL1SIEkNkYDRtXG0xeF/Po+05bWp16YtKj0zSnLNDnwNr9t2kQ4ali39HE7d08bura4JOS7Vde0J5Fx0UIIIX5uYEPSutSna8d+Nnu1/dI3i6MfTF9BfVJGhTUnTYPhPao4eqfu8X0HdtRTVuar8kjgDuBlQLrlCpwUSGJ9JbbjnNCYtC6viaXb3PfxnOgb3y/VVjWkvM5VFHQNdu/dluOGd2/cy2xvpDP2q6Uh/7+BL5H5SkIIUaz8wMG18fQfgYH//Wye/7HP5/tWyAXLVhHy64wb0JETdtmmfnDXcl8qY79UGvLfg7uEeP4u+Sc2SgoksVafWNK6WNe1UybMXu3c+/Gc6ITZ0nnhpYqIn6OGdbPPGNEjHvIbi8vC/uuBp5ArV0IIUSw6pCz7bMu2L5qzstF390ezS9/+YdlW34xVbLkOZUEOGdLFPmGXbWIVEf/q0pD/T8DTyMIOBUUKJLFLXTx9ta5rezz++XzjkQnz/bLYQm7RNBjZpx1n7tmzYcdtKjXbcR6IBHzXAsu9ziaEEKLZacAu9Yn07/2Gvt+r3y5xHvx0bnjaUrlLRK7Zs09bfjfObOjdviQWDhh/0TXtv4BMzi4AUiAVJw3Yvy6eviZp2eZt788MP/PVQi2Rll7iXNe1Msxv9+yZPHLHbraDc2e2UFrjdS4hhBBbTQeOqIunr0mkM13u/XhO+JmvFup1cemYyHXDtqnk0nF9G4Z0q7D8hv4Pv6HfDTR4nUtsOSmQiosBHFefSF+9qiHV9uZ3Z5S8/v1SMnK/orzTqTzEJWP7Jg4c3Dmjw01Bv3EjIDe4EEKI/DSmPpG+fVltosu1b0wv+XDGCuT0LP8M7FzGRXv3ie3Rp52ta9wc9Bv/QS5i5iUpkIrH6IaEde+81Y0drn9resnHM1d5nUc0g+5VEX6/jxkf079DxtC1fwR8+q3IHCUhhMgXO9bF07fFUplB17w2NfrGlKVSGBWAnm2jnD+6d3z/7Ts5tuPcGwn4rgeWeZ1LNJ0USIWvT30ifUc8ndn9Ly//EHlrivx9FqLe7Uu4fN9+sd16t0kFDP0qn6HfA8jyRkIIkZv61CfSN9kOe9/w1vTQ0xMXapaM5ig4nctDnDOqd/KIYV0dxy2U/gzIZLI8IAVS4aqIpaxrgNNve39W4MFP5hpJS+YYFbqBncu4Yv/+jUO6VcTDAeP/shNG017nEkIIAUCnxqT1D+DYuz6c7Xvgk7m+eDrjdSbRwtqVBPnzAf3jYwd0SEQCvvNwV6SVE/AcJgVS4fFZGfu36Yxz3WvfLfFf/9b0sNzDqPjs0L2CP/1mQEO/jqX10aDvHNwb2wkhhPBGeSKd+T/H4cInv1xg3Pr+zEBNTK5dFZsdulfyryMHNbYvDU4rDflPBaZ4nUlsmBRIhWVcQ8K6Z8by+nZ/eun7qCwJKnbv3YYbjxwcKwn6xpeG/GciS4MLIURr0jK2c0rKsm95+4dlvhvemh5eUiurQBczXYMTdtnG/sO+/ZIaPBgN+v4E1HqdS/ycFEiFoV9dPH1XLJXZ6cqXp0TfnSrnwOInQZ/O78b1TZ24y7bJoF8/V9e0x5GufSGEaGld6xPpx1bUJ4dd+OQ30R+WyEKj4idV0QB//k3/+L7bdUyG/MaFuqY9hrTNOUMKpPzmj6cyV9uOc9F/3psRePizeYbcXVtszHZdyrjt2B0a25YEvioN+U8CFnidSQghCpCWsZ3TU5b9n7s/mh2444NZflmAQWzM0G4V/OvIQY0dykIzssPuvvU6k5ACKZ/1bkhYL01ZUtvjgie/iayslwXLxKb5dI1z9+plnTOyd9JvaH/wuTezk9U7hBCieXSvT6QfX1aXGHrBE99Epy+Toe5i03QNjtm5u33Ffv2TaDxcEvT9Doh7nauYSYGUf7SM7ZyWtDK3/uttFXz4s3mG/AjF5urdvoRbjxna2K0qPL005D8WmOl1JiGEyGOalbHPTGecm+78cFbwrg9n+6TXSGyuyoif6w4bFB/Rp+3SkqDvAGCa15mKlRRI+aVNfSL92KqG1B5nPfpVdMbyBq/ziDyma3DKbttmLtvHTPl07ZqAz/gXYHmdSwgh8sw29Yn0k0trE4POf2KStM1iqx29Uzf7qgMHJPyGfrHf0O9H5ia1OimQ8seYWMp6+umJC6P/fHN6UO5pJJpLt6owNx81pLFfx7KFJSHfIYDyOpMQQuQB3crYZ6Uzzo23vT8zcM//5vgy0mskmknv9iXcf9KwxjYlgfHZecOy0l0rkgIp9wUbk9aNqYx9+gVPfBP+ZNYqr/OIAnX88O72n37TPxYJ+I4FXvM6jxBC5LDK+kT6+SU18Z3Pe+Kb6KwV0mskml/Qp3PVgQMThwzpXBsJ+g4GvvA6U7GQAim3DWxIWi9/OXdNp0ufmRyRm8qJlja0WwUPnrJTPBQwbgj7jauRBRyEEGJ9gxuT1lvPfb2o8prXpgZlrpFoafsM7Mi/jxwc9xvaNUG/cT3SNrc4KZByk5a0MudlMs71f3t1avjprxZqXgcSxaNdaZCHT92psXtV5OPSkP8oQJZhEkIIwLLtE1OWffflz38ffuXbJdI2i1bTpSLMPSfu2LhNm8g3pSH/EciN31uUFEi5x9eYtO5e2ZA89pQHv4zMWx3zOo8oQgFD5++HbpfYf/tOy0uCvrHIKndCiOIWaExad9Ql0sed8uDEiFou141E6zN0jd+N7Zs+ZfdtGyMB35HAe15nKlRSIOWWkoaE9coPS2uHn/HwV5H6pCwoJrx13M7d7SsPGBALB4yjgTe8ziOEEB5o25Cw3py0oHrAeY9PkrZZeG7XXm2498Qd4yG/cYHf0B/wOk8hkgIpd3RqSFrvv/PDsm3/8Nx3IRnTLHLFDt0refCUYfGQ3/hnyG9cgyw3KoQoHgNiSWv8Y1/Mr7ruzekBOWUSuaJn2yhP/XaXWGnIf3M4YFyJtM3NSgqk3DAwlrI+uPujORW3jp/p9zqMEOtrXxrkv6ft3NitMvJRSch3NCBLNgkhCt2+sZT17J9fmhJ9YdJimW8kck67kiBPnDm8sXNF+IVo0Hcaci/DZiMFkvdGx1OZl6948fvoi9/IAVjkroChc+1h2yf2267j0mjQNwaY43UmIYRoCSnLvjiRzlx76sMTw1/Pr/Y6jhAbFQ0YPHDKTrHtOpd/URLyHQg0ep2pEEiB5KGM7ZwcT2XuOuORieHP56zxOo4QTXLybtvaf9zXrIkEfHsAU73OI4QQzUiLpax/rG5IXXTsfZ9HFlXHvc4jxCb5dI0bjxycGNO/w+ySkG80sMLrTPlOCiRvaPFU5uqGpHXpsfd9HpEbzIl8c+jQLs4/Dt2uLhLwjQYmeZ1HCCGagRZLWv9aXp885/C7PousaUx5nUeIzXLZuL7pU3fvsSoa9O0JzPI6Tz6TAqn1BRoS1n8X18QPPOH+L6IrG5Je5xFii+wzsAM3Hz2kIRLw7Qt86nUeIYTYClosZd2ytCZx2hF3fxatlhuzizx1/PDu9p9/078+HPCNA770Ok++kgKpdYXqE+m3Jy2oGXb2o19H4umM13mE2Cp79GnLPSfuGIsEfIcA73qdRwghtoDWmLTuXFQdP/GoeyZEa+NSHIn8tnf/9tx27NBYJOA7GnjN6zz5SAqk1hNoSFhvfTZ71S7nPD4pnJFlvEWBGLZNJf89bedYNOg7ErlXkhAiv+iNSeu++atjxxxz74RIXUIWAROFYUi3Ch49fedYach/LPCK13nyjRRIrcPfkLBemThvzZ5nPvJVRO5xJArN0G4VPHbG8Fg06DsMeNvrPEII0QR6Q9L679yVjYcee9/n0Qa5AawoMNt3KefJ3+4SLwn6DkXa5s2iex2gCPgaEtZzkxfV7HnWo19LcSQK0jcLazjxgS8jjUnrBWCM13mEEGITjIak9cTM5fWHHX3vBCmOREH6fnEtJz3wZTjbNo/yOk8+kQKpZRkNSevJH5bWjjn94YmRVMb2Oo8QLWbSgmpOeejLSGPSehkY7XUeIYTYCF9D0npm2tK6A4+774tILCXzgUXhmrSgmjP++1UklrJeA3b1Ok++kAKp5WiNSeuemcvr9z/5wS8jSUuKI1H4Js6r5rSHJ0ZiKetVYKTXeYQQYj16fSL97JTFtfuecP8XsliSKAoT5qzmnMcmRWMp6x1giNd58oEUSC0knspcvaw2ccxJD3wZSaSlOBLF44u5azjjv19F4qnMa0B/r/MIIcRasaR1w5yVjWPlwqUoNh/NWMnvnvk2GktZ7wM9vc6T66RAagEpyz63Np6+9Jh7P4/Wy7hmUYQ+m72aq16ZEoklrfFAG6/zCCFEOmOfWpewzjnloS+jUhyJYvTmlGXaP9+cXtaYtD4G2nudJ5dJgdTMbNs5PJaybjzqngkRuQmsKGbPfLVIf+LLBW0aEtYbQMDrPEKIorZnMm3ffvz9n0fkJrCimD0yYb7x8Gfz2jUkrA+BEq/z5CopkJrXqHg68+jx938RXrAm5nUWITx37RvTAt8srN6uMWndB2he5xFCFKXesZT16lmPfRWZvbLR6yxCeO5fbyv/Wz8s7VGfSL+JXMDcICmQmk+3eCrz8pmPfBX+YUmd11mEyAm2A+c8NimysiF5eMqyL/Y6jxCi6FQ2Jq33//H6tJJPZ632OosQOeOPz38fmrywZofGpHWn11lykRRIzSPQkLBev+39mZHPZssBWIh1NSQtTrj/i2ginfkHsJ/XeYQQRcNfn0i/8cxXC9s//sUCOd8RYh0Z2+HcxyZF6hLpY23HOc7rPLlGDhjNoDFp3fb1guped3002+d1FiFy0aLqOKc9PDEcS1nPAAO8ziOEKHhaQ9K6f/LCmkHXvDY16HUYIXJRfdLitIcnRhLpzH3AQK/z5BLNcRyvM+Q123aOWdmQfGDsTR9F6hKyYl1L8L//b/CHAHAiVWR67Irvu5dA07Hbm2T67/PzJ1hJfJOfR4utBjuDNehQnKptMKa9jb58OnangWTMMWBn8E18FGvnk0CTawWt4fAdujrXHDxweSTo2x5Y5XUeIURhSlqZ3y+pSVx1wK0fRxvlRrDeSNYT+OBm0rufhTHtbbRkPQBabA125TZu27tWOo5/4qNgJUH3kR52PITK0Od9jjHvc5yKrlhDjgBw2+0hR/54XiC23hE7dnX+dtDARdGgbyBQ73WeXCBnhVunf8LK3H/awxOlOGopGXe1ofQe55He4zysHY/FN/k50sNOIL3nBWjV89FqFv3sKcbMD3DKOpLe8wKsoUehNawEQF85g/Soi9CXT3c/nzcBe5vhUhy1oucnLdIe/2JBVUPCkomhQoiWcmA8lfnb8fd9LsWRV+wMvm+exdH9AFg7n+S248NPxfGHsQYd8rPNjfkTscs6kd7zAjJdhmDM/MB9fMFXpEdeCPFaSMXQl03FbtNTiqNm9tzXi7Q3pyxt15CwHkcWVAKkQNoaJY1J682/vTpVFmVoQVrtEsik8H96N/6P70RbNRsyFpS0BU3Dad8PfcWMnz1HX65AN/B/eg/G9HexO5jZnRng2KBpkI6jr56H3VHuY9rarntzWuDrBdUDGpLWg15nEUIUnG7xVOaJUx6aGF5Sm/A6S9EyprxCpsduEC77+ePT3iLTcwSEfv64Xd4JzXJvjaJZSbe9BvAFwM782Hbr87/A3naXVnkPxeZPL04JLatLjE5Z9kVeZ8kFUiBtGa0hYT36zg/LOjw9caF8D1uS4SfTexTp3c7CGnIE/klPuQfMLMcXBGu9RjDVCOk46d3Pwu40AN/3rwKQ6TUC35ePkuk9EmPGeDJ9RmFMeRXf5OchIT3KrcVd2e7rSG0sfahtO0d7nUcIUTD0+kT66Ts+nBWavLDG6yxFS5//JQRKcDr0+/kXkvXoK2dib7PzL58UiKCvUPjfux5j5gfY2w4HwOo7Bt/XT2B33h594STsbYZjzPwA3+Tn0OpXtMK7KR5Jy+bUh7+MpjL2tcCuXufxmpzcb4F0xj5/RX1i7OUvfC99vC3MKWmP3X1Ht7eotD2OL4SW+ukeU5qVBH/4508KRLA7unMN7Y4D0WoWuv/vPAhr+MnYZZ3Q0klINkCwhMw2O2PM/rjV3pOAWCrDuY9/HUla9n1AR6/zCCHyX8qyL56/Ojborg9lwSQvGfO/dIudj+9Aq12M7+snIFGHvvg77G47bHBYuzHtHaw+e5Ee80fSu5+F74uHAXDa9sTa+WTsLoPRV8/BibZFS9Ri9d8XY/o7rfzOCt/CNXEueuqbcCxlvQq08zqPl6RA2nzDk5Z9/akPT4wmLdvrLAVPn/8Fvu9fcT+J10ImjWMEoGEVOA7aiunueOR12G16oi+f5j5/1Ryc0p+ff/vUu1j9xqJlUj8dqDPJFn8v4ue+XVTLQ5/ODdUn0jLmWQixtQamM/Y15zz+dTRjy+JTXkrveb77scd5OOVdsHY8zl1wYcUM7A4bGdYeCP94sdMJlqCtNzLEmDGeTN/RkEnhaDqguQs6iGY3ftoKHp0wv7QhYb0EGF7n8YoUSJunbSxlvXbp05PD81fHNr212Gr2tsPd1W0+ug3/xEewdjgaa4ej8H/1GP4P/4NT3hWnahtINeL7/CEAMubeaDWL8X94C8asD7G2O/DH/Wmr5+FEKiFUht3eRF/6A75vX3AXaxCt7ub3ZvhXNaSGZ2znFK+zCCHyVqAhYb149WtTQwvXxL3OIjZCa1iBE2nzs8f8n94NtoXVfz/0BRPx/+92/J8/RHroUT9t1LgGLZ3AKe+CU94ZLVaNf8J9ZHqNaOV3UDxueFsF1PL6wfFU5u9eZ/GKLPO9GeoT6dee/WrR2KtfmyqrbwnRTPp3KuWFc3ZvDAeMAcACr/MIIfJLLGX9e+K86rNPfvDLiNdZhCgU7UqCvH/ZyHhpyD8CmOR1ntYmPUhNt18slRl1/VvTpTgSohlNW1rPHR/OCtYn0k8hxyQhxOYZkc44Z1/69GQpjoRoRisbklz96tRQdunvopvXJycjTRNpTFoPXfbstzLvSIgWcNeHs32Lq+OD0hn7XK+zCCHyRllj0nru0mcmR1Y3przOIkTBefbrRdrMFfXdUpZ9oddZWpsUSE0QT2Wu+XjmytKPZ67yOooQBSljO5z3xKSolXGuB3p7nUcIkfsaEtbdb3y/tHz8NFnuWYiWcukz30YztnMN0N3rLK1JCqRN2852nHOufOkH6b4XogXNXtnIje+oYH0i/QxFvHKOEKJJDm1MWQdf9coPcrsNIVrQ3FWN3P3R7EB9Iv0gRbTirBRIv06vT6Qfu/aNacGVDbKcpBAt7cFP5xqzVzT0TVqZ33mdRQiRs6KxlHX/eY9PisRSGa+zCFHw7vxwlq8mlt4FOMzrLK1FCqRfkbGdMxeuifd+4ssF8n0SohU4Dlzw1DfRjO38FTC9ziOEyD2JdOaKj9TK0Ffzq72OIkRRSGccLnl6cjSWsu4Dyr3O0xrkxH/jOqQs+8ZLn5kclZXQhWg9C9fEueW9mYG6RPo2r7MIIXJOV8fhkmtemyrD3oVoRV/Nr+b175aGG5LWTV5naQ1SIG1EfSJ95+NfzA9MX1bvdRQhis7Dn80zrIy9O7C711mEELmjPpH+z0OfzvUtqU14HUWIonPN61NDGds5FtjV6ywtTQqkDRubtOx9//3ODLnnkRAeSFo2/3h9Wrg+kb6TIpoUKoT4VTtnbGe/2z+Y5fc6iBDFqC5u8ecXvw83JK3HgYL+O5QC6ZdCjUnr4T88910knpbJn0J45cVvFmurG1M9gYO9ziKE8JxWn0jfc+0b08KyMIMQ3nn1u6VMWVzbPp2xz/c6S0uSAmk9Kcu+cOK8NRXvT5f7KgjhJduBv778Q0lD0rqVIryLtxDiZ45cWZ/s/dzXi6RHWQiPXfPa1Gg6Y/8FKNi5gFIg/VzEsu0rrntjesH+wIXIJx/OWMmMZfWVGds53essQgjPhBqT1m1/enFKiS2LJgnhuR+W1PHFnDX+dMY+1+ssLUUKpHWkM/bZn89Z41PLZWEGIXLFX1/9oSRpZa4Dol5nEUK0vpRl/+6reWuiE+as9jqKECLr+remR9MZ+88UaNssBdJPwumMfeWNb6uC/EELka++W1TLJzNXBZNW5jKvswghWl2HjO1ccdUrP0jbLEQOmb6sns9mrfanrMKciyQFUpaVsc/4al61f+rSOq+jCCHW8483pkVsmz8A7bzOIoRoPQ0J67qnJi4w5q2OeR1FCLGeG96eHsnYzp+AEq+zNDcpkFzBVMb+67+k90iInDR/dYznJy0yGpPW373OIoRoNR18hnbsbe/PCnodRAjxSzOWN/C/GSuNlGVf5HWW5iYFEpCxndMmL6gJfL+41usoQoiNuPndGUFN4ySgl9dZhBAtL5nOXPDKt0tY05jyOooQYiNueFtFMrZzOVDmdZbmJAUSBBLpzNX/elsVXPegEIVkdWOK+z+e62tIWH/1OosQosWFbbjwno9mh7wOIoTYuNkrG3h/+go9aWUu9jpLcyr6Asl2nJOmLKkNfbOwxusoQohN+O9n83w+QzsCaOt1FiFEy7Ed56Sv51Vrs1c2eh1FCLEJN76jIrbD74Fyr7M0l2IvkPzxVOYfN7wlvUdC5IPVjSne+H6pk7Qy53mdRQjRYvRYKnPl7R/MlLZZiDwwd1Uj7/6w3EimM7/zOktzKeoCyXac46cvq498Pb/a6yhCiCa656M54YztXAwEvM4ihGgRv1lWmyj/fM4ar3MIIZropndV2IFLgIIYFlvMBZIRS2WuveGt6XKFSog8opbXM21pnQ842ussQojmVxdPX3XreOk9EiKfzFsdY8riWgc4xOsszaGYC6R9ltTES76YK1eohMg3t78/u6Qukb4S0LzOIoRoVjtattP/je+Xep1DCLGZHvp0XmltPH2p1zmaQ9EWSLXx9MUPfjK31OscQojN9+GMFcSSmc7Arl5nEUI0n/pE+sq7P5odsmzH6yhCiM307tTlGJq2PQVwO45iLZA6Bnz6nq9+u8TrHEKILeA48NCnc8P1iXTB3ZxOiCLW3afr+zz5xYJiPTcRIq+lMjbPfLVQj6cy53idZWsV5UEonbFPe+O7pU5jKuN1FCHEFnr260W639APAiq9ziKE2HqxlHXJUxMXaPVJy+soQogt9PgXCwLAGYDf6yxboxgLJC1p2Rc8+vn8glhlQ4hitaYxxUczVtoZ2znR6yxCiK1mAKc8OmF+0OsgQogtN3tlA7NXNujAb7zOsjWKsUAatbohGZ0sN4YVIu89/Om8SCxlXYos1iBEvhuxoi5pzFklN4YVIt89+Onc0tp4+hKvc2yNoiuQ6hLpsx6ZMF+WDxWiAEyYs5rGZKYNsliDEHmtIWGd8sxXC6Ne5xBCbL03vl+K39B2Brp5nWVLFVuBFA4Y+kGvfLtErjYLUSAemTAv0pi0zvA6hxBii/kMQzv81e+WFNs5iRAFKZG2eembJVrSypzpdZYtVWwHowOmLK61VtYnvc4hhGgmb/+wTNc0DkGG2QmRr/ZatCbmLFwT9zqHEKKZPPb5/GDGds7FnV+Yd4qqQKqNpc96auJCufeREAVk9spGauNpP7Cj11mEEJuvPpE+5ZmvFsrQdyEKyNSldSypSQSA0V5n2RLFVCBVhfz6iLenLPM6hxCimb3+3dJgyrIP9TqHEGKzBfyGfshr3y0tpvMRIYrCC5MWRRuT1mFe59gSxXRAOuLjWassub+CEIXnrSnL/Il05livcwghNtvY2SsbrKW1Ca9zCCGa2QdqhW47ziFe59gSRVMg1cRSJ7w4abGskCNEAZq0oBpd0zoBPbzOIoRourpE+rRnvlokQ9+FKEDTltaTsZ0yoI/XWTZXsRRIgUjAt/Nns1d5nUMI0QJsB96bttyxHedAr7MIIZosFDT0/d74fqkssCJEgXpv2grNdpy8u2lssRRIwxdVx5LVsbTXOYQQLeSN75eG6+LpE73OIYRosv2mLauXlWWFKGDvTl0Wrounj/E6x+YqigIpZdnjxk9bEfY6hxCi5Xw8cxXhgDEIqPQ6ixBi0+ri6eOf+1qG1wlRyD6dtZpIwDcUyKuVKouiQIqlrIP/N3Ol3+scQoiWE09nmDi3Ogns53UWIcSmGbo2aoIMfReioDUkLX5YUpsgz5b7LoYCqTQS8PWbOG+N1zmEEC3s1e+WlNbG07KanRC5r7vjEJ29stHrHEKIFvbG90tLGxL5tdx3MRRIe05bWhdPpG2vcwghWtj4acsJ+fS9gYDXWYQQv2qPifPXyMRgIYrA+9NXaJrGAUDeLMhS8AVSLGXt/+605Xk17lEIsWVWNaSYu7oxDezhdRYhxMY1JKyxH89YKfOPhCgCs1c2EktlQsB2XmdpqoIvkKyM85tPZq4q+PcphHB9OnNV2LadXbzOIYTYONtxRn8pQ9+FKBrvTF3my9j5s9x3oRcOHf0+vdP3i2u9ziGEaCWTF9b4axPpUV7nEEJsVNuAT+8wbWm91zmEEK3kg+krgnWJ9CFe52iqQi+QRk+cuyaZsR2vcwghWsn3i2sJGPpQr3MIITZqxHeLahPSNgtRPL5fXEvYbwwkT+YhFXSBVJ9IH/jetOUyxlmIIjJ/TQxd10qBdl5nEUL8UjyVGf2/GStlbrAQRWR5XRLLdnxAZ6+zNEVBF0iapu392ezVXscQQrQixwG1rD4O7Oh1FiHELyWtzLgv560p6PMPIcQvTV9alwTyYoSHrykbmabZBSgHLOCPwG1KqcktmKs5lAYMvWLOygavcwghWtnEuWsi23cp38nQtbe8ziJES8nTtrkkEvD1/HZhjdc5hBCtbNKC6ujQ7pU7GLr2mtdZNqWpV3CeADoA1wLvAje3WKLm029JTTwuQ5yFKD6TF9b46+LpkV7nEKKF5WPbvOvMFfWxpCX3JhSi2Hy/qNZXl0jnxW04mlog2cD/gAql1FPZz3Nd/+nL6qULX4gi9P3iWgI+WahBFLy8a5sztrPLJzNXRb3OIYRofT8sqcNv6IO9ztEUTS0g/MANwP9M09yLPLhLfdLKbDd1Sa0chIUoQgvWxNA1LYp7dV2IQpV3bXNdIj1MLa9v0vB+IURhmbe6kYChVwCVXmfZlKYWSKcCs4HrcVeGOrnFEjWTWDIzbOaKhrxYSlAI0fymLatLIAs1iMKWd22zBgNnr5C5wUIUI9uBOSsbYkDO9yI1tUDqBEwBhgPLgK4tlqiZ+Ayt3yw5CAtRtCbOXRO1MvZOXucQogXlW9usR4O+brNXNnqdQwjhkUkLqkPkwUp2Te3mPif7rwYMBObhjnvOVYGw32g/b7UchIUoVt8uqvHVJ6xRldHA37zOIkQLybe2uWtj0rIaklbODwUUQrSMbxfVBn8zKD2iPOzP6UVlmlQgKaWOXft/0zQDwDMtlqh59FnZkIylM47cJFaIIjVtaT0+QxvgdQ4hWkoets39561qTHsdQgjhnR+W1KLlwfD3LZko6QN6NXeQZtZ/5vIGWeBbiCK2rDZB2G9U4V5dl+OBKHT50DbvMbhzpHzmlbvb9QnLmV+PPnNVXPthSS0T565h6tJ6r/MJIVrYzOUNRIO+rrjTfHJ25c2m3ih2Ke4JhpZ9zn9aMNNWy9jOgB9kBTshilo8ncGyHdtnUAFUe51HiOaWb20zqViV9tkt+NVbelWbXlRW9XSGtB+QOXJnU2PcEB1/mEyy0alPWJmFDeizViX0H5bU8dW8NXy/pBY7Z0+lhBBNlbRskulMOhL0tQFWep1nY5rag7SzUmrh2k9M0zRbKE+zqE+kd5qxvMHwOocQwltrGlPJzhXhTkiBJApTXrXNWPH+LJsCSyfD0slobmH3U1sdKMFX1UOrrOrpq6jq5WzffkDm0B1Njb230wlEsZMxpyGZzixuQJ+1OqlPXVrH1/Or+WZBNXLfWSHyx5pYKhUJ+jqSrwWSaZrbAV2A603T/D3uwUwH/gkMafF0W0jTtIGygp0QYmV90u5cEe4MTPU6ixDNJV/bZjSjJ9XzNv71VAMs+x6Wff/L4skfwajcViuv6ukrr+pJ//b9MwcO6g8j+xkEy7BTMSeWTNlLGmDmmpQxfWk9kxZUM2l+NQmpnoTIKSvrk07XykhH4Huvs2zMpnqQKoFjcG+2eFz2MRu4syVDba1IwOgyd5WsYCdEsVtcEzcGd6vo7HUOIZpZXrbN+MPtqFu8Zc9Nx2DFVPcD0NYtnnwhjMpttNKqnoZZ1ZO+7fpn9h/QD233XjrhSs1Jx51YMmUva7SZtcYypi2tZ/KCaibOX0MsJcWTEK1taW3CGOrepiBn/WqBpJT6GPjYNM0dlFKTWinT1gromuZrSFpe5xBCeGxRdTxEjh+Ehdhcedo2B9F9QRI1zb9nKwErlfuBWzz9eJd4I4BW0V0rqepp9K7qSa92/TLjzP5ou/TQieyoOemEE08m7RUxx5lVbfnUsnomLahh4rw11CfkPEKIlrCkJh4EOnqd49c0dQ5SV9M0rwP8uN3ebZVS27dcrK1SnkhnUkDI6yBCCG8tr0v4GpPWttHglizYKUTOy6e2uS3J+gSOE2nVV82kYPUs94P1iifdh1bRXYtW9TB6VPVk27ZmZkzPATCsh050qOZYCZLJZGZl3GFWdcaYsayByQur+XJuNWtiqVZ9G0IUkmV1CX8sZXWPBHK3bW5qsr8DZwFnAx8AY1os0daraExZctlHCMHyugRJy+4RDXqdRIgWkU9tc3vi1bnVNtsWrJnjfjD+58P2NB2tvCvhqp5G96qedGvb196r+wCHIb10SgdrZFIkk0l7Vdx25lTbulpRr323qJYv5qxhRX3Su/ckRB5YWZ8kmba3ieTwLaObWiAtVUpNME3zbKXUw6ZpntKSobZSeUPCyngdQgjhvRX1STR3MrsQhSif2uZ2NK7Mn/uROTbULHA/5nyI5i6C4dI0KO1MqKqn3rWqJ13a9rH36DTQZrteOqXbadgWqWTCXhPP2HNqHWPGikbtu0W1fDl3NYtrEh6+KSFyw4r6JE6Ot81NLZCSpmnuCfhN09wHaNuCmbZWuYwbFkKA24PkM7T2XucQooXkU9vcnobl+qY3ywOOA3WL3Y95H/+8eAIo7Uiwqqfeqaqn3rFNb2e39gMt+vXWKe+v49ikkwm7Op6x59Y5xswVMe37xTV8MXcN81fHPHpDQrSulfVJfHput81NLZDOAfrhdudfk/3IVRU18bTXGYQQOWBFXZKw36jCnZ+RP1evhWiafGqb21O/tDgGu9Yvcz/mf7Z2ufKfzrWi7QhU9dQ7VPXU27fp7QxvP8CiTx+dg/vqaBrpZNyujWfs+XWOMWNlTJuyuI6J81Yzc4WszCsKx8r6JEGfXuV1jl/T1ALpVKXU37P/Pzw7KfTpFsq0tcprYqncnfUlhGg18XQGy3Zsn0EFcrNYUXjyp222M21oXJnDMw5aSeNK92PhF78snsKVBNr00ttV9dTbVvVixw4DM/Toq/GbYTpGACsZs+sSlr2gHmPmqrj2w5Javpy7hmlL6717P0Jsgdp4GsPQAkAYiHudZ0M2daPY04EzgP6mae6ffVgHAsD/tXC2LVVeE0v7vQ4hhMgN9QkrFfIbbZACSRSIvGybM6koaZl/86vi1bDoK1j0FdmV9n5aNCJUgb+qh96mqqdeVdXLGdJhgHXkcFNn3BAdf4hMMmbXJyx7YQP6zJUJfeqSOr6av4bvl9Riy62eRA6qT1iJykigHbDA6ywbsqmelseA8cAVwD+yj9nAipYMtTUcx6mQAkkIsZZl2w5N7y0XIh/kXduMbUWxpEDaYokaWPINLPnmlz1PwVJ8lT30yqqeekVVT2f7DgMzhw0zNcZspxOIYidjTkMynVnUgD5rVVKfurSOr+dXM3lhNZYUT8Ij6Yzt4F7UyUmbulFs0jTNcqXUb03T9AO/BZLAg62SbgvE05l2dYm0tukthRDFIGM7UiCJgpKPbTOOHSEj9w5qEcl6WPYdLPtubfH0U8+TP4JR1UMrr+rpK6/qyYB2AzIHDekHo/oZhMqwkzGnMZm2lzQ6zFqdMqYtrWfSgjVMml9DUqon0YJyvW3e1BC7S4GjTdPcHbgR2AaYD9wMXNTy8TZf2rLb1iVkkQYhhMu9SJW7B2EhNlc+ts04dhhL7g/U6tIxWP6D+wE/v9eTL4RRua1WVtXTKKvqidmuX2b/gf3RRvTRCVVodjruxBMpe1nMYdaatDFtaT3fLKjmq/lriKWkeBJbJ1sg5eyIr02dNBwJ7Ia7+tNxQB+lVI1pmp+1eLItlHGokmW+hRBrWTl+lUqILZB3bTOOHZICKcdYCVg53f3ALZ5+HH5jBDAqt9FKqnoavat60qtdv8w4sz/aLtvqRHfUnFTciSdT9vKYw6w1lqGW1/PNghomzluDnIOJpsj1i5ebClavlMqYprkDMEcpVZN9PJeHsJXGU3KfWCGEK3sQztmrVEJsgXxsm8NkpEDKG5kUrJrpfrBe8aT70Cq6a9GqnkbPqp70aGdmxvYcAMN66ESHao6VIJFMZlbFHGdWdcanljcweUE1X85bQ3VMRvgIl5XJ7YuXmwrmmKbZFzgFeAXANM0+QC5fHkjrWi63EeLXlId9VEUCVET8lEcClIV8lIX8lIf9lIR8RIM+ogEf0aBBJOAj4teI+slEDJygDwIGBHRN8xmalvIZWtpx5N43RS7g08qAMq9zCNGM8rFtDsocpAJhW7BmjvvBesP2dAOtrCuRqp5G96qedGtn2nttM8BhaE+dksGak0lRb2ec7OI5oogFfJQBJV7n2JhNFUhXAo8Cy4ArTNMcibt6zpEtHWwrJAM+KZCam65DRShARdRPRThAedhPecRHedhPadBPSdAtXkpCBtGAj3DAIOLXnKgPO+xznJBPI2CAX9c0n65phq6h64am6bqm6QboPvfDttwrV1YSrKSDlXBIx3FS9Y6WjjmkGiHVoBGvh5oGXUvVa6TjBum4O9Y6HYd0I1hJnMPvs2c1Ltb+/dVN8gtRxP65xz9jpYESucuiKCT52DZb6Dl7sVg0FzsDNfPdjzkfoLnLz7s0HW2Hk0nv/Wcu+uAi/Vf2IorAv0b+K6fb5k2tYvclMHzt56ZpTgB6KqVyto9Ug5TfKK6/O58OFZEAFWE/lVG3eCkL+ykL+SkN+SgJ+igN+X4qXLLFS4kfO2xA0IcT0MFvaJqha5qh6+i6voHiJQ1WKlvAJBzScYd03HHStWipmEOqwS1eGuthTYOupRt+Kl5Sjfy8iMkWMus/5vxs4qeW/diicSPhe0fr/c/7wtmu7Xb2E9OfKK5fCvGjRCaRxl0CWYiCkI9tM5DACHqdQXjJsWHpdwQMv/bdqu+8TiM8lrbTaXK413tTq9g9iTsJdP3HUUod12KptoKmkcylAslvaFSE/bSJBimL+KjIFi5l4WzxEvJREnB7X9zixUfUz9qeF4KG5gQM8GWHjenausWLDwwfaAZk0msLF7fnJR13sOKOk6pBSzVmi5dGaKjXSdVrWiqmkW5cr+clBqkYv3gsHQcrDj8frbZVxUurqFtM+ImjtYtPeE6bWzuXCUsneJ1IeEDXdACZmCgKRj62zaDF8eXsLU9Ea6mZR8Qf8TqFyAGGZmjka4EE3N0qKZpX0mc07ZQ96NOpigQoj/qpCPspD/kpj2SLl6Dvx2FjkaCPaLbnJerDjvgdJ2RoTsgHfh3Nr2sYhtvzoumGpuu6xtqeF013ixcrBZmkQzoBVtwhFcNJ1ztautEhme15qW/QSNbpbvESW6d42UjRsrZX5pc338v94qW1zP+U8LtXcfOYmzj29eOYWzfX60SilfncYT05exAWYgvkX9us6dKDJCC2GtAIGSESGblxcDEzdANyuG3e1BC7jwBM06wC9sFdCUoDOgMftXi6LRA0tOifxnS3L9+ri+030Hy6RnbYmKbrBpquaz8OGdO0bK9LKjvfJY6TTrhzXdI1bgGSanRI1mvU1mskG3QtHdN/6mlZd7hYbL1iJvvYz5c11db9t+iLl9by5b2EOw527h93H4e+cphWl6rzOpFoRRFfxADkhy4KRj62zWhaHJ8USALSmRTlwXISMSmQilm+9yCt9SIwDdgeSACxFku0lcK6tSq8+EOdaa9uoJBZb/5L5mfDtdcWLVK3FCD9lfO0ijM/yNy1953ayW+doltOzv5NimYW9oelQBKFKm/aZnQjjiFD7ARYmZRTHizXlseWex1FeChbIOXs8PemTtbRlFJnAwoYC1S1XKSt5AvNZ6WCKc+DehPmfgSLJsLyKe6SlPVLIVGzfnEkikDggbFGn3B7rtrtqpz9gxTNL2SEAkiBJApT/rTNui8mPUgCwMmk7IpghdcxhMci/ogfqPY6x8Y0tUCyTNMMAVHciaG5u1anptURKpfqR/ySbRG+dy99XLfR+gn9T5BVzYqAX/ejaZqGe3VdiEKTP22zL7SaULlcnBJoVsIpD5Z7HUN4KKAHCOgBHwVQIN0BXAy8AywEcnmmez2hCimQxIbVLyXy+JHaRUMv1HfvvLvXaUQLi/qjWBkrwQZW/BKiAORT27yC0s7JTW8mCp0vFdOkB6m4tQ23JZFJ1JDDbXNTrzbNV0o9D2Ca5rPA0JaLtNVqiVTJVSqxcQs+J/TOn/j3uH9z7OvHMrc2l88pxNYo8ZdgOVYsiAztEQUpn9rmlZR2kMmfgkCyTpcepOLWNtyWtJ1e5XWOX7Op+yDtAQwALjFN86bswzpwPrBdC2fbUkso6yLDp8Svm/gA4Q6DnAfG3c+hrxym1SZrvU4kWkBZoIyMnan3OocQzSlP2+aVlLTP2avFovUYsWqtKlRl0/RRTKLAtA23xXGcZV7n+DWb+uWsBjoCQaBT9qMd8IcWzrU1FlHaMXfHYYucob92kVa+Zr5999532dl75YgC0z7anoyTWex1DiGaWT62zSsJtzG8DiFyQOMq2oXbyoXsItYm3Aaf7lvgdY5fs6n7IE0Bppimea9SamkrZdpaSwhXhtF0cOTvT/y6wIP7Gr0u/i5z9W5XZ6745AppvAtMh0gHfLpvjtc5hGhOedo2ryBULut8C2hYTlXH3l6nEB5qF2nnRHyRnJ7f8Ks9SKZpPpf97yTTNJdkP5aaprmkFbJtqSRWsoFoO69ziHzgrmxn7N11T/3kASdLRV1gOkY7Zkr8JTO9ziFEc8rTtrkOw2fIvZAEdUuoCFbK8Loi1inaKWHoRk5f3NlUD9IR2f8er5R6vxXyNI9McgXlXcpokJuQiSZoWE7k0SO0805+WZtTO4ePF3/sdSLRTLqVdotrmrbI6xxCNKc8bZsd0okayrq0oTqnLxyLlla3iPJgmeZ1DOGdDpEOaSCv5yCt9deWDNHsHHshZV28TiHyyaIvCb/5R24c+S96VfTyOo1oJl1KumQAKZBEofqr1wE2SyY5j6oeXqcQXqtZQNRfIgVSEWsfae+Q4wVSU2emO6Zpvoh7t24bQCl1RYul2lpGYA5lnffyOobIM5MeIdRxsHP/2Ps57JXDtOpkzt6/TDRRh0gHHSmQROHKr7ZZ90+lsseOXscQHlszl7A/7HUK4aGqUJWPAimQHmzRFM0tWDqL8m4WuXxXcZGT9Dd+p5V13D5z99i7tRPeOEFP23LP4XyloVERqggjBZIoXPnVNofKvqdt7zTg9zqK8FA6hm1nKPGX0JBu8DqN8EBpoDREjhdITR1i9zgwA/cu3fOAVEsFaiYLaNM77nUIkZ8CD+1r9PCXcc3u18gNh/NYl5IupDPpOkBaYFGo8q1tnk27/tI2C9KZFHKz2OLUMdqRtJ1uBBJeZ/k1Te1heRH3ik8XwACWAE+2VKhm8AMdc/VeeSLnOTbhe0bpe13wtXPadqfaD055SFbbyUM9K3qSyqRUxB/xOooQLSXf2uZZtJHlnQVkMim7PFiuL26Q29QVm/5V/UlaySlhX24Ps2zqiV9bpdS+wBfAjkCo5SI1i2mUdAzjC3qdQ+SrxpVEHjlUO3vQ2frIriO9TiO2QO+K3k7IF/ra6xxCtKB8a5tnU9oxgibz84udk0k50oNUnPpV9bMj/sgnXufYlKYWSLHsv1GlVD50j6dINS6mXX+vc4h8tuRrwq9fxg173kDfyr5epxGbqV9Vv1jIF5rsdQ4hWlC+tc2NZFL1lHf3OofwmJ5OOBXBCq9jCA8MaT+kIWAEcv7iZVMLpBdM07wS+NY0zQnk+LhBlzOJDgO9DiHy3eTHCX/9qHPf2HupClV5nUZsBrPKtICpXucQogXlX9tsJb+n0yCvUwiP+VKNSIFUnPpX9TeAb7zOsSm/OgfJNM11V8gxcJcRXQLk/tJeofIJdBryGyY/LrftFltFe+sPWmmn7ex7xtzNcW8cLyvb5QENja4lXSPANK+zCNHc8rptDpZ+ROcddmfaq4bXUYR3AolaX3mg3AFkvGURKQ+WE/VHfcBsr7NsyqYWaRgGRIDHgM/Ip19kTf+WrjvGASmQxFbzP3yAvs3F39nXjrg28/v//V4a9hzXpaQLlm3VB4xAjddZhGgB+ds2G/6v6L5LAyATUIqYHltDm3AbG7fAF0WiX2U/YlZsRsAI2F5n2ZRfHWKnlBoEHII78fNyYFdgtlLq7ZaPttW+o12/XJ+wKvKFYxO+Z6S+Z6dd9DO2PyPn/7CL3aB2g0jZqZwf4yzElsjztnkSHbeXFZSKXeNK2obbep1CtDKzyiSgByZ4naMpNjkHSSk1RSl1uVJqNPA+cJ1pmp+3fLSttgxNS1HayescolDEVhN55BDtt9ufqY/uNtrrNOJX7NBhh2R5oPwdr3MI0VLyuG1ejG6kpW0ucg3LaCPzeovO4HaDGyP+yBde52iKJi3SYJpmqWmaJwNXAB1xu/VzXzrxA52HeJ1CFJIl3xB+7VL+ucd1mJWm12nERuzUcaeEpml5cZVKiC2Vp22zQzo+RdrmIle3hIpgRf4MDRXNYru229nkwQINsOlFGo4CjgG2AZ4HzlZKzWuFXM0jWPYmPUbtgHpT5iGJ5vPtk4Q6bu/cO/Ze7bBXDmN1YrXXicQ6gkaQbiXdIsAkr7MI0RLyvm0OlHxE1512Rr0p80+KVe1CSgOlUiAVkZARon2kfRj4wessTbGpHqSngH7ADGB74FrTNJ8wTfOJFk/WHAzfePqMzf1lT0Xe0d6+Qitd9oN979h77IDuff1tL7ZJP+YuYOWsdEg/kib9SBrrVQvHdn62rWM5WC9ZpB9Ok34yjbPG/Xpmcob0w2mst6wft7VesnCSP39+rhvYZiAxKzYHyIf7wgixJfK7bfYF36fPuEavYwgPVc8n6i+RAqmI9K7sTSwdWwikvM7SFJtaxW6vVknRciZS3i1IuBLi1V5nEQXG/8iBeveLvs1ct8d1md999DvProRmJmSwp9jgdz+3PrIwRhno3XW3QJrpoJk/tUP2ZBsC4D/Fj7PawXrbwn+sH/t7G9/JPqznLJy4g7PYQeumoQXzqw0b3G6w49f9H3idQ4gWlO9t86e0NUP4I5CObXprUXhqFhD0BdE1HduRdY+KwbAOwxxDNz70OkdT/WqBpJT6qLWCtJAUqYZv2Gb3XZj+mtdZRKFxHEJ3jzRGXDzZPmvQWZl7vrvHkyJJq9TwHe7DesXt+fEd5kPTNZyMg9PowHrrRTmrHPRebuex1kbDWZ3tIfIDGdw7qmiQ+TaD79BNXUPJPbt13q0+4o986HUOIVpKAbTNMVIN0+m+6yBmj/c6i/CCbZHOpCkNlFKbrPU6jWgF47YZVx/1R1/0OkdTNWmRhrwWKn+FXnslvY4hClSimsjDB+qnb3easXf3vT2JoPfTf/aXrOkaTq1D+t40xEBr//MeIK2Dhj3LxnEc7MU21INjOxi7G2ReyaCbOvYPNsZgA3uCjfWm9VMRleN8uo+h7YeGADnrEiKXBUteoedIa9MbikJl2SmnIljhdQzRCqL+KGaVGcJdcTMvFH6BpBvj6T02L8Y7ijy17DvCr1zEdSOupX9Vf6/TAKCVawTOCaDvoJMZn/nZ1/TBOgTAetTCVjZaRw1N19C76fgO86H303EWOmiVGk6DgzHSIPNJZiOvlFuGtBtCIpOYC6zyOosQ4lcYgfH03UfG1xWxTCbllAfkfsHFYJdOuxC34pOAvJl7WPgFEkyitKOfSBuvc4hC9v0zhL6837ln7D2e3/wu/exPCy8QANabQuQscdC31fGf5Efvr6Ott9JqZkIGfVcdJ+38+FwnlR89SHt23TMd9oWf9zqHEGKTPqeqZ4hgmdc5hEc0K+mUB6VAKgaju4+OlwZKn/Q6x+YohgLJItX4Jdvu4XUOUeC0d6/UShZPztw39j47aHh3o3hjVwPrNYv0Y2ns722MUe7UKOsVC6fWQavSyEzMkP5vmsxHGYwxP02dcmocSIDeQUfroOHUOVjPWBjD8mM13r277x0PGIHXvc4hhNikBMmGb9l2hNc5hEf0dFyG2BWJUV1HoWv6G17n2BzFUCBBuOIF+u0vS/6KFud/9BCjKz7n+j2ub9UxaVqFhv8Udxk7vavbO+Q/wY//aD9adiVV30E+tHINLaLhP86P/2Q//mP8aOvcikKr0PDt5y7MoGka/iP8+E/xo/fI/UNFu3A7OkQ7+IAvvc4ihGiCcMUT9D9I2uYi5U82aNKDVPjMShNd02uAWV5n2Ry5f9bTHDT9BfodoKPn34pcIv+E7hlp7NphB+3cwefmx8SdArFb591IWIn/ATLxW4h8oOmv0G9/0PLrVgKiefjjtbr0IBW+Pbvuaeua/pLXOTZXcRRIsJBMajY99vQ6hygGiRoiDx2gnzLwZGPcNuPyY/JOARi37bjG8mD5s17nEEI02RxgBV2GeZ1DeECLr9bahdvKhcQCN27bcQ0Rf+Qlr3NsrmIpkCBY+hDbHyld+aJ1LJ9C+KXz+fvuf9cGtBngdZqCF/FFGN5puA94yessQojN4As9wYBD0l7HEB5oWEGbcFu5iFjAygJl9CzvGQT+53WWzVU8BZLue47+B2ro+THZXBSAH54n/Pnd3DPmbtpH2nudpqDt1W0vElbiS2CN11mEEJvBF3yGQUfKrTiKUf1yqkKVMr6ygO3WeTdiVmwCkPA6y+YqngIJ5mFn5rONrJgjWtH4v1KyaJJ939h77ZAR8jpNwTq498EN5cHy+73OIYTYbN/ijzTQcZDXOURrq1tMebBcCqQCNnabsY0VwYpnvM6xJYqpQIJgyUNsf0TeVbEiv/keO0zvbGvOv0b+K6Otf1MisdVK/aXs2GFHP/Cy11mEEJvNQfc9zqAjZZhdsalZQGmgtLjOQ4tIib+EPbvu6QOe8zrLliiuX0zd9xwDDnHQiuttC++F7hlp7Nx2kHbe0PNsr7MUmtHdR5OwEp8AtV5nEUJsAX/4AYaeZMkQ+CJTM5+oP+p1CtFC9u+5v5OyU+OBlV5n2RLFVinMBmex3JhOtLpkHZEH99NP6n+Cvu+2+8qk1GZ0SO9D6suCZQ94nUMIscWmAvPouZfXOURrqluMT/fhk1uwFKQT+5/YUBYou8XrHFuq2AokCJTczk5nxryOIYrQyumEXzyXq3e7Wtuu7XZepykI7SPt2b7t9j7gVa+zCCG2QqjsNoad3uh1DNG6UpkU5QG5WWyh6V/Vn/aR9gngPa+zbKniK5B04xH6jNWJtvU6iShGU18iPOF27h5zNx0iHbxOk/cO73O4ZTnWU0CD11mEEFtB05+i12iDcKXXSUQrsjIppzwoBVKhOdo8OuHTfXcCeTutoPgKJKgmk36JoSfKzcmEN97/O9EFn9v3jbvPCfvCXqfJW7qmc2y/Y1NRf/RWr7MIIbZaNZnkO2x/pAxBLiJ2JuVUBCu8jiGaUdgXZv+e+xMwAnm9smwxFkgQKruJXc5JoMmKYsIbvseP0jtZGfvGkTfasrLdlhnRZQSGbswHJnudRQjRDELld7DzmdIbXEQ0KykFUoEZt8040pn0F8Air7NsjeIskOArfKEl9BrtdQ5RxEL3jDSGVQ3koh0uytsuaC+d0P+EhrJA2Y1e5xBCNJvxlHVO0HkHr3NstbQNv59QznHvVXHE21WMXxRkWrWPo96p4th3q/i/z8uwN9JXtjqhM/Lldsyuc1f1+9+SAEe8XcWFn1T8+JyrvyplUUP+r/pnpGJOWbDM6xi/ysk4WK9YpB9Jk34ojT3DxlnpuJ8/ksZ61cJZ74fpZByslyzS/3W3cVa5X7dn26QfSpN+Po3juI9Zb1s4NYXTcXrCgBPqy4JlN3udY2sVa4HkECq/gV3OlytVwjupBiIP7qsf1+8Ybf8e+xfO0bEVdIh0YGj7oTrwtNdZhBDNJoMR/BcjLs77hZRemRemImDzxJg13D+qmmu+LuP2KSWct10DT45dQ8rW+HBJ8BfPS9vwl4llhIyfmoQnZkV4cK9q2oczTK/2Mb3aR4nfoWtJ/s8U8Ccb9FzvQbKn2BAG/0l+fMf4sN6xsD6yMEYZ+E/yA+DMXK9Amu2ADf6T/Rh7GFgfWQBkJmXwHetDK9VwljvYK2wIglZRGCNJelX0YpuybTLA615n2VrFWiABPMk2u+mUdfE6hyhmq2YQfv632l93+6s2qK3cSb6pjjKPsjJO5glAVr0SopAY/nvpM07L97Z5324JLhrkXoN1AENz6F+Zpiap4zjQaGn4tF9eF7v+m1KO6R2jffingQVRn0Mio5HMaIR9DvdNi3Jm/8I49PnjNXplsDKnLxDq/XWMPbO9dQ6gg+8wH3p3HSfj4DQ6sF6tq1VpOLbj9hIlQdPdAkjza2ABlvt/+zMbY5f87wlc66i+RyU1tPtw32VeK+YCqRHbepxhp+b9D1HkuemvEf7kFu4ccycdox29TpPzQkaI4/odl476ozK8TojCU4tjP8wu56S8DrI1on6HEr9DQ1rjwk8quHhQA9uWZPjHpDL2e70tqxM6wzv8/C2+MCdMVdBmj04/f/zcgQ1cN6mULtEMCxoMdmib5rX5If4ysYxvVvlb8201v9gq2oXb5vQwcy2goQU1nKSD9YKFMdJA0zWcWof0vWmIgdZ+vR6gAFAL6XvSWG9Y6Du5p9vGCIPMuxm0cg2n2kHrqmFPtbHetLAX5fS3YZMCeoCDex/shHyhe7zO0hyKuUCCYMnN7HxWGn/E6ySi2H14HdF5n9r3j71fVrbbhIN7H+zY2J8CyussQogWEIjeyLBTbQJRr5NslaWNOie9X8XB2yY4cNsE/5hUyuNj1vDWAas4ZNsE//ym9GfbPz8nzGfLgpw4vopp1T7+OKGclXGdXuUZbt69ljP7N/Lc7AgHbBvnk2VB/rJjHXdOKfHo3TWThhW0CbfxOsUmOXUO1uMW+vY6xkC3x0cr1wicE0DfQScz/ufDHTNfZtB6agTODuA/w+/OU7IctLYavkN96LvqZL7NoA/UsefYGPsYZD7N7yGTh/Y51LEd+wtgttdZmkNxF0gwDZwP2On0/C7bRUHwPXms3jGdtG8edbOsbLcRuqbz20G/jZUFyv7qdRYhRIuZg535iCHH5/TQq1+zKq5z2odV/H5wPUf0igNQHnAo8bmnG+3DGepSPz8Fe3zMGh4bs4ZH915D/0qL63etpd06Q+2enh3m0J7uvmwHNCBu5XlbUb+UymBu3/vKaXBIP5nG2MvAGOwWR+ln0zhrsr+eAVi/ydZCbq8TACHcuwGtc6Zpf2NjDFpn2B5AHveZBvQA5w89P14aKP2D11maS7EXSBAqv4I9Lkvil6v2wnvBe0YaQytNLtnxEinaN2DcNuMI+8KzgU+9ziKEaEGh8r+zx6UxtPw8Tbl7apS6lMadP5Rw4vgqThxfxd93ruWSzyo44b0qnpgZ4ZLsHKU/TChnSeOvv8+GtMaXKwKM7pKkPODQLmRz7HtVHNErz9ezqF1EebA8p3/Imc8ykIDMpxnSj6VJP5bG2MXAes0i/Vga+3sbY5Rb7FivWDi1DvrOOs4yd6U76wl3QQct4BZMTtLBWeCg99HRwhpaVMN6xEIfktPfhl91RN8jbEMzvgC+9DpLc9HWLjNY1BK17/DBdXvzxV35+9spCkeb3sTP+p9zzZf/4NXZr+b55cHm9fqhrzd0L+t+NPCG11mEEC1KI1E7iTd+P4TvZLHKgtV5R+pOfpHdnxrhdRKxhYJGkPFHjo+VB8v3BL72Ok9zkYIAIFR+OSP/kMD3yyU3hWh1q2cRfv507crhV2qD2w32Ok3OGNl1JJWhyqXAm5v7XNM0R5mm6Zimecx6j39nmubDW7C/y03T3LmJ2/7TNM1TNvc1hChyDqHySxj7t0Z0n9dZREupnktE5oHntSP7Hmnrmj6BAiqOQAqktSahG18y9ETpThO5Qb1J+ON/c+fed9Ip2snrNJ7T0PjdsN81lAZK/4+fRmxvrunAjwWSaZrbA1s0C1wp9U+lVMEMJRAiR32IPzKFwcdK21yo4msAjZAR8jqJ2AJBI8g5g89JlgZKf+91luYml2XWCpVfzqj/e59Jj0TI5PFMOVE4/vcvIp2G2A+Mu1874tUjtZiV52PNt8K+PfalXbjdQuCFrdjNt4Bpmma5UqoWOAF4HOhumub5wGG4BdMq4FDgOOA03AtJVwEP4hZZU4FK4ClgPHA30Ce73Z+VUh+apnk48GdgJe4U3ulbkVuI4hUqv5S9r3qX756KkEl7nUa0gHQmRXmwnEQs4XUUsZmONo+2NU37H/CN11mam/Qg/eQLDP8khhwnV6pEzvA9fbzeLhmzb9nrloyep5OVt5ZP9/H7Yb+PlQRKzmPLe4/Weh44zDRNDdgZ+Az3ONgGGKOUGo574Win7PbVSqkRSqnxQDfgOKXUJevs7wxglVJqT+Bg4A7TNP3ATcAYYB+geCtbIbbeZ/gCXzP0JGmbC5SVSTnlwXKvY4jNFPaFOWvwWclCWrluXcV5xrUxofI/sPdf4nJfJJFLQvfuZQyu6K39bsff5fdNErbQkX2PtEO+0CTgg2bY3RO4w+z2BD7OPmbjLrD6pGmaDwBdgbV3X1z3XkurlFKr19vf9sD+pml+iFt8+YBOwBql1GqllINbhAkhtlSo/DJG/zmOT4ZhFSInk7IrghVexxCb6Wjz6IyG9gHwnddZWoIUSD83Ad3/Lnv8TvrxRe5IxwjfN0Y/ss9h+iG9Dymqq6hhX5jzh56fLA2UXtgc+1NKzcEdRnch8Fj24TLgEKXU0cAFuMfFtasHrrvc+oaWXp8OPKmUGgXsBzwLLAMqTNNsl91mpw08TwjRdF+iG5+yyzlFeZGo0GnphPQg5ZmwL8xvB/02VRoo/aPXWVqKFEjrC5VdwK7nWlR09zqJED+pnkv42VO0K3a+Qtuh/Q5ep2k1pww8xdLQ3qJ5xzc/DXRTSs3Ifm4BjaZpfgq8CywFOjdxX/cA/UzT/Ai3p2i+UioFnA+8bZrme7hzkIQQWyNUfi57/j5FSQevk4hm5ks3atKDlF+O7398BncO7hSvs7QUuQ/ShqQTf2POh5fx5NEy1k7klhGXUr/npRz56pEsbljsdZoW1S7cjtcOfS0e8Ue2A+Z4nUcI4bFU402oN8/m+dPlzu4FJHPGu87tKyZo939/v9dRRBN0jHbklYNfiYf94cHATK/ztBTpQdoQf+if9BjRwLZ7eJ1EiJ/75CYiM8fb94+734n6t2iF6rzxp+F/imuadjtSHAkhAALRqzD3S9B1mNdJRDMyYmu0qlDVhoYwixx09W5XN+qafgMFXByBFEgbEydQci4H3dqIbnidRYifMZ49WW8Xq7Nv3esWu1BXttul0y7s2nnX+rAv/FevswghckY9/vBFHHhbA5q26a1FfmhcRbtwWymQ8sCY7mMY1G7QqqAveK3XWVpaYZ5dNY8XiLSdyo6nyh8tkLHh/z4v45h3qzj23Spm1PiYusbHHi+148TxVZw4voo35m94haHZdQY7PteeZHZ67bOzwxz1ThV/nVj24za/+6ychrQ0eE0VvG8vY7uynvxhpz8U3KRlv+7nmt2vaYz4I2cgS2QLIdal6Y9T3nUug+WWHAWjYQVVoSqvU4hNKPGXcNVuV8Wi/ugJuCu/FjQpkDbOIVR2BmP+miRc6XUWz32wJAjAU2PXcPGgBm7+roQfqv2cajby6N5reHTvNey/zS9v8taQ1rj+m1IC+k9t2ctzwzw1dg3L4zq1KY0PFwfZsV2KEr+0d01mJYjcP0Y/rNfB+uF9Di+ob9xp251mRf3RCcCrXmcRQuQcm1DZaex7XULa5gJRt5jKYKWcj+a4S4ddmvDr/ueBT7zO0hrkF/LXfQfao+x3Q9zrIF4b0zXJNTvXAbCkUafM7zBljZ8PlwQ5/r0qrvii7Bc9QI4DV35ZxqWDGgj7fno85HNI25Bx3F/A5+eEOapX0X+LN1/1PMJPn6RdvvMftWEdCmNMfpeSLpy+/emp0kDpmV5nEULkrK/QjP/ym5uk4SgEdYspC5bJEJIcNrjdYA7oeUAi6o9e5HWW1iIF0qYES35Hv/3r6DPW6ySe8+nwxwnlXPN1GQduG2dQmzR/GFrP42PW0K0kwx1TSn62/e1TShjZOUm/Sutnj589sIE/TChnbNckr8wPcXjPOPdPi3LVxDLm1Mmcr80yezyhD67jttG30rW0q9dpttrVu10d0zX9n8A8r7MIIXJYsOQy+oyroe8+XicRW6t6PlF/iRRIOcqn+bhuxHWNYV/4HKDa6zytRQqkTWsgUHIch94TI1i26a0L3PW71vL2Aau48styRnRMsl2VW/yM7ZpgarXvZ9u+Mi/E83MinDi+ipVxndM+cMcYD2uX5pYRtezbLcHXKwJ0L7VYEde5aFD9L4os0QSf3kJYve08MO5+p8Sfv9+/I/oeYQ9sO3Bh0Aj+0+ssQoic10iw5DgOuTtOSG4ymteq5xH2y8rtuerkgSdblaHKr3HvIVg0pEBqmvcxgs+w/79+OcmmSLw0N8Q9P7jLSod9DprmcP4nFXy32g/AhOVBBlamf/acdw9c9eP8pHZhmwf3WvOzr987NcpvBzSSsDR0DTQgZslFpC1hPH+61qZhjX3b6NtsQ8u/XriuJV35/bDfJ6L+6GFAepNPEEII+BAj8Dj7/UuG2uWzdAzbzlDot67IR11LunLW4LNSJYGSU4CCmu+8KVIgNVWw5EL6H1hL3329TuKJcd2STK32cfx7VZz+QSVX7FDPX4fVce2kUk4cX8WklX7O3a4RgNM+qCS1ibXVFjUY1KV1+lVa9Ku0WBoz+O1HlZzQRxYt21LB+0YbA0u7c/nOl+fVyna6pnPjyBsbfbrvKmCq13mEEHkkWHIJ/Q+op/cYr5OIrZDOpKgIVngdQ6znmt2vaTQ04+/AXK+ztDbNcYqqINxae5CoeZvbdgzTuMrrLEL8Unl34udNcG78+maemfFMXnTHnbbdadaZ2585uSRQMhyQZfWFEJtrbxpXvcLtwyLEi2aKREGp/+Nc+4zx5+hTV8s1slxxfP/jMxcMvWBW1B/dniIc2SE9SJvnY/TAXRxyj3RziNxUu4Dwk8drl+10mbZzx529TrNJvSt6c/bgs5MlgZIjkeJICLFlxuMPP8Th90vbnKecTMopD8pcslwxqO0gLtrhonjUH92fIiyOQAqkzReIXEH34UvY8RQ5mRO5ae6HhN+7hlv2uoXupd29TrNRISPELXvd0hjQAxchq9YJIbZGIHop3YbPY5dz82qIsXDp6YQjQ+xyQ0Wwgtv2vi0W9oWPB+Z4nccrUiBtviTB0gPY57o4nXfwOosQG/b5HYSnv+7cP+5+p9Rf6nWaDfrbbn+LV4Wq3jJ040Gvswgh8l6KYOkBjL5S2uY85Es1alIgeU/XdG4edXNjyAjdA7zidR4vSYG0ZRSByIkc/0yMSBuvswixQcYLv9Xa1K+wb9/79pxb2e6IvkfYI7uNXFYSKDmZIlsZRwjRYuYSiJzMsU/GZOnv/BJI1BrlgXJpCzx29uCz0/2q+k2L+CN/8DqL16RA2nIv4o/exTFPNKLn1smnEGsF7h9j9I924U/D/5Qzw04GVA3gDzv9IR71R/cDGr3OI4QoKC8QKHmcQ2WucD7RY6tpE24jUxc8tFvn3Thl4CkNJYGSAwHL6zxekwJpawQif6TDwG8Z87eU11GE2KBMivC9e+m/2XZf/RjzGM+vzpUFyrh979tjYV/4FEB5nUcIUYCCJRey7YiF7Hp+zlwYEpvQuIq24bZepyhaHSIduHHkjfGwL3wosMzrPLlACqStkyFYejDDTqul/0Gen3wKsUF1i4k8eax26Y6Xart02sWzGBoaN468MRb1Rx8GnvMsiBCi0CUIlu7DXn+qp89Yr7OIpqhfRptQldcpipJP93HH3nc0BozANcBHXufJFVIgbb1VBKL7cchdcdr29TqLEBs272PC7/2V/+z1H7Yt29aTCJftdFlq+7bbT434Ixd7EkAIUUzmE4jszxEPx2jXz+ssYlPqllARrMiLe/cVmst3ujzZpaTLZ0Ej+E+vs+QSKZCax9f4ghdwwgsyMVTkri/uJjzlZef+cfc5ZYGyVn3po8yj7CP6HLGiJFCyD0V6TwUhRKubgD90Nie9LAsq5bq6hZQGSqVAamX79djPObDXgdUlgZKjkAWTfkYKpOZi+B8kXPkwJ77YiC/kdRohNkh/+Rytsnapfcfed9g+zdcqr7l75925bNhlDRF/ZC9gTau8qBBCAOi+RwmW3cnxz8UwAl6nERuzZh7RQIkUSK1oWIdh/G23v8Ui/si+QI3XeXKNFEjNKVhyAW37vsvRj8bQ5FsrclPg/jGGGe7Albte2eITmPtW9uXfo/4dC/vC+wOzWvr1hBDiFwKRP9K2z8ccfHvC6yhiI2oXEjSC6HLu1Cr6Vvbl9r1vj4d94YOAb73Ok4vkN7F52QRLj6b7Lt9w0K1yIBa5ybYI37uXvl/3sfpx/Y5rsWVV24Xbcd/Y+2JhX/h04NOWeh0hhNgEm2DpEZj7z2Xvv8gQ31xkW6QzaUoDuXlj80LSKdqJ+8fdHwv7wqcC73udJ1dJgdT8UgTL9mPAIXMZ/Wc5EIvcVL+U8BNHa5fscLG+a+ddm333ZYEyHtznwcaIP3K9rulPNfsLCCHE5mkgWDqS4WctZ/g5svx3DrIySaciWOF1jIJWHizn4X0fjkX8kT/rmv6013lymRRILaOeYOkodjlnBTudKQdikZvmf0ronSu5edTN9Cjv0Wy7jfqjPLTvQ43tI+0fCvlC1zTbjoUQYuusJFAygr2vrGHQ0TIhPcdk7LRTHpCFrlpKxBfhwXEPNlYEK+4JGsGbvc6T66RAajkrCJTswdi/1THgYDkQi9w08T7C37/g3D/ufqc8uPUNU9gX5v5x9zd2Len6TMQfuRBZFUcIkVvmE4juyQH/qaPfAXJ8yiGalWyWdkj8UsgI8cA+DzR2Le36bMQf+Z3XefKBFEgtay6B6F4ccnej3KxO5Cr9lfO1ijUL7Tv3vtP26Vu+sl1AD3DXmLtiPcp7vBbxR85AiiMhRG6aSiAymsPua6T33l5nEVl6Oi5D7FpAQA9w99i7Yz3Ke7wR8UdOR9rmJpECqeV9SyAyhiMfqaf/QfJLKXJS4MFxRp9QW+evu/51i4aE+nQft+99e8ysMt+L+qPHAy22+IMQQjSDSQQi+3DUo1Ik5Qh/skGTHqTm5dN83Dr61phZZb4f9UePQ9rmJpMCqXV8QSAykkPvqWP7o6RIErnHtgjfM8oY220v/cT+J27WAdSv+7llr1vi27fd/tMSf8kRgMy7E0Lkg88IRMdy1GMN9DvA6yxFzx+v0aUHqfn4NB//HvXv+OB2gyeU+EsOByyvM+UTKZBazzcEIrtz4C017HCyVPAi9zQsJ/L4kdqFQy/QR3QZ0aSnZOccxXbssOMHJYGSAwFZuVEIkU8mEIiM5LD7atn+SLmA6SEtvlprF24rF9iaQcQX4b5x98V27rjzZyWBkgOAlNeZ8o0USK3rBwKR4ex73RqGny0HAZF7FnxO6K3/48aRN9KrotevbloWKOPR/R5tNKvMF6P+6EFAsnVCCiG8ZprmKNM0V5im+aFpmh+ZpvmZaZpHmaY5xDTNv3iQp59pmh9u4dMnuRcwb5ULmF5qWEmbcFspUrdSm1AbnvzNk4392/R/tiRQsi+wRfflzP6NO6ZpHrPe49+ZpvnwFuzvctM0d27itv80TfOUzX2N5iQFUuubSSC6E3v/ZSUjLpHuTpF7vn6I8LfPOvePvW+jE2bbhtvy5G+ebOxW2u3BqD96IjKsTohi9L5SapRSaiQwDvgjgFLqam9jbZG1FzBXs8u5cjzzQv0yqkKVmtcx8tm2Zdvy7IHPxjqXdP531B89la0fVjcd+LFAMk1zeyC6JTtSSv1TKfXlVuZpNVu+ZJXYGvMIRIexx2WfESzrxPi/+b0OJMS69Ncu0so69M/cPeZu7YQ3T9At+6djbNeSrvx3v//GygJlN2TvcyRX/IQockqpBtM07wFuN01zEfAEcKhS6lQA0zQnAfsCY4GLcXucZwK/BY4HTsO9aHsVsC1wDmAAryilrjJN80jgUtyLMZ8opS43TbMT8DigAcua4W24FzBH//kzStq3ZfzfAjhyeGs1dUsoD5ZLgbSFBrcbzF1j7oqHfeELfbrvgWba7beAaZpmuVKqFjgB92+uu2ma5wOH4RZMq4BDgeP4+d/yg7hF1lSgEngKGA/cDfTJbvdnpdSHpmkeDvwZWAkEss/zjPQgeWcxwZKd2PnM6Rz9eBxfyOs8QvxM4MF9jZ6BCuea3a758WrqgDYDeOqAp+IVwYo/hnyhq5HiSAjxk+VA2+z/Xwd2NU0zaprmTsAc3OLmb8BopdQIoAY4K7t9dfax74HLgT2AHYCgaZrds8/bO7tNF9M0xwJ/Ap5USu0FvNRM72E+gehQdjpjGkc9Km1za6pZQGmgVM5Lt8Be3fbivnH3xUoDpYc3Y3G01vPAYaZpasDOwGe49UMbYIxSajhuh8tO2e2rlVIjlFLjgW7AcUqpS9bZ3xnAKqXUnsDBwB2mafqBm4AxwD5ArJnfw2aTX0RvrSBYujM9R77Bbz9opLSj13mE+IljE75npDG6yx76yQNPtkd3H83D+zwcKw+WHxcwArd7HU8IkXO2AR4DUEplgOdwrzCfCtwH9AR+UErVZ7f/HzAw+3+V/bcnMEUpFVdKOUqpy4GOQDvgjew8owFAL6AvsHbIzqfN+D5WECzdhZ6j3uX0dxuJtGnGXYuNqp5HxL9Fo7eK2pF9j7Sv3/P6mrAvPAp4swVe4gncYXZ7Ah9nH7NxF3540jTNB4CuwNrRUGqd565SSq1eb3/bA/tn/5afxy2uOgFrlFKrlVIObhHmKSmQvJcgWHoklT1u4JzP4nQa4nUeIX7SuJLIY4dr5w85T//nHv+sC/vDe9J8V2qFEAXCNM0y4Ezc4TFrPQCcCAwH3gXmAgNM01x7FjwSmJH9/9rFEWYD/UzTDGb3+xxuz9RCYKxSahRwG/A57rCdXbPPW3v1urkkCJYeSpvet3POpzHa9m3m3YtfqF+CX/exNTcsLzYXDr0wfdmwy5aFfeFhwMSWeA2l1BzcYXQXkr0AApQBhyiljgYuwK0n1g6PXHehkw0tejIdt+d3FLAf8CzuENkK0zTbZbdp7r/nzSYFUm5w8IevJtLmBE59I8aAg2XYksgNvhDsen48lMnMCvvCuwBfex1JCJEzRmdXsRsPvIo75+DHq8dKqbnZ/76slLKVUquy23xgmubnuMPx7lp3h0qplcD1wEemaU4AJiml5uMOv/nINM0vcE+qZgB/Bw7NXok+qAXen00gcjnRdudx5vsxeoxsgZcQ60plUpQH5Gaxm+LTfVy3x3WJ4/ofNyPijwzFvbDQkp4Guiml1l7QsIBG0zQ/xb34sRTo3MR93YN7EeQj3J6i+UqpFHA+8LZpmu/hzkHylObIBMRcM5RU4zt8eks5H10vizcI75R1hhNeaKS867sES48D4l5HEkIIj4wiFXuJj/8d5ZN/+2TxhpbR8H8LnOPfPEmbUzvH6yg5q1tpN24dfWtjx0jHT0sCJYcBjV5nKkTSg5R7viEQHcRuF8zgmCfihORKivBAjz3hnM9iVPW4lmDpYUhxJIQobh8SiGzHiIt+4IQXY4Qrvc5TkOxMaqO3lxCwX4/9nOcOfC7evbT7Fdl7HElx1EKkQMpNSwmW7kSPkY9z/sQY3Zp0Xy0htp7ug7FXpzj26WrClYfgC12LrFQnhBAAiwiW7US3nR/kvC9idN7B6zwFR7OSthRIvxT2hbl2xLWJq3a9anHEH9ktYARuRdrmFiUFUu6KEyw5k5IOx3Hiy3WM/GMaTX5cogVV9oCz/tfIsNM+IxDphzuuWAghxE/SBKIXUNLhRE55vYGdz9zQJHSxhYxUjLJgmdcxckrfyr68dPBLjXt12+uVqD/aH5jsdaZiIGfcue9lApEB7Hr+N5z+biNlTZ0DJ8RmGHS0wzmfxmnT50qCpaOBFV5HEkKIHPYCgchQ9r5qDsc9HZOlwJuHP1mvSw/ST442j7Yf2/+xxg6RDueWBEqOBhq8zlQspEDKD4sJle1Gh+1u4Lwv4vQ7wOs8olAES+GIh+L85qaFBKK74QvcjHTbCyFEU8wiWLo92+5xLxdOkra5GfjjNXplsLLo26CyQBm3j749dsmOl8wK+8I7GLrxiNeZio0USPkjgz90NcGy0Rx273IOui1BoMTrTCKfdd0JzpsYo8/YZwmWDEC67YUQYnMlCEQvIVQxlkPvWcIRD8UJVXidKX/FVtMu3Laohy0ObjeYVw55JbZTx50eifqjg/jpXmGiFUmBlH8+JxA1GXjoC1z8XUyuWInNFiqHA29NcNIrNZR1Oolg6cnISjhCCLE1PiVY0pc+4x7jwkkxeu/tdZ781LCcNuHiHK5Y6i/lyl2uTNw37r66NuE2x0b8kXOApNe5ipUUSPmplmDp8UTa7M+h9yzkhBdjlHfzOpPIB9sdDhd9F2e7w58kEOkBPO91JCGEKBCNBEt+S6TNQRz16EoOuy9OtK3XmfJL/VIqg8W1hLqGxsG9DnbePuLt+G96/uapsC/cE3jF61zFTm4Um/+CpBP/h5P5Ax9eF+DzOw3sjNeZRK6p7AGH3NlIx+2XESw9Afjc60hCCFHAykg1/gPHPp33/hbkqwd0nKIeOdY0Aw5hyX7XOvu8sK/mdZTWYFaaXLP7NY3dSrvNKwmUnAJ85XUm4ZICqXD0IVH3XxpWDOLF30ZZ/LXXeUQuMPyw+8UWIy5NoRtX4wveBKS9jiWEEEViOxJ1D9GwrD8vnRtl0USv8+S2zjtQe/JLjHhqhNdJWlSpv5SLd7w4cWCvA1MBPXCZoRsPAFJB5xApkAqLhmMfRzpxBz88H+T9v4eoX+Z1JuGVPmPhN/9uJFT5BaGy04D5XkcSQogipOHYx5KO386010K8c0WYxlVeZ8pN4Uqs389k6KOFeRNeDY2Deh3k/HHnPyZ0TX8q6o9eBqzxOpf4JSmQClMVqcarQDuTifcZfHxTgESN15lEa+k2HPb9ZwNt+6whWHoh7lhm+UMXQghvlZFqvBY4nU9v8THhDh8pua3N+qy/rGbXJ3YlkUl4HaVZ9avqxzW7X9PQtaTrfBlOl/ukQCps3UjWXwva4Xz87wBf3GWQjnudSbSUDgNhn2sb6bpTHH/492j6o4BMSBNCiNzSm0TdDeDsy4f/dOcnWbJY2VqxPy3hoJcOZnlsuddRmsW2Zdty9uCz46O7j04H9MDvDN14EBlOl/OkQCoOJonaf+PYezH+mjCT/qthW15nEs2lsgeM+WucvuMsdP9VGP47kaVBhRAi1w0iUfsfMunhvHdVmG+f1GSRJai/fL5zyjunazOq8/v2P2alyXlDzmvctfOujq7p/w4YgVuAaq9ziaaRAqm4DCNRewvp2GDe/UuUKS8ghVIeK+8Ge16WYNDRNpr2b3yhfwH1XscSQgixWXYnUXsryXqT9/8eZcpzkCnetXTqfj8jc8knVxhfLvvS6yhbZHC7wZw/9PyGwe0GW37df61P990FyFjKPCMFUnEaTaL2X2TS/fjfjSG+eUQnJfcJzRtdh8GISxvpNVrDce4jEPk7IDN+hRAif2nAGOI1V+PYg/jk5hBfP6STLL5rXvUXf2ddNfkW37vz3/U6ymbZpdMuXDD0gobeFb1jQSP4V0M3HgIKayJVEZECqbjtTKL2KjRjNF/ea/DlvX7ql3qdSWyIbkC/A2HPy+qp7BHHH7oO3fcA0mMkhBCFZgcSdX9BN/bhq4cMJtxeVG1z/LzPM/+a9azx7IxnvY6ySRoao7qN4oKhFzR0LulcHfVH/ww8idxOI+9JgSQAepFs+CO6cQKzxjt8dkuEhfnZtV1wgqUw9CSbEZckMPyzCFf8DXgZWXxBCCEK3bakGv6IZpzM9Ncdvrg7Ugz3Ucqc/q5z24rPtAemPOB1lI0q9Zeyz7b7cNr2pzVUBiuXlgRK/g94EVl8oWBIgSTWVYZtnUY68Ufql0T58r4SpjynEZMl+ltd12Ew5IQkg452sNPvECr/ByBVqxBCFJ8qMukzsRIX0biyhAl3lvD9MxqJWq9ztYxjn+bRzEr7hok36F5HWZehGezWeTeO6HtE4+6dd/clM8n3y4JltwDvILfSKDhSIIkN0YFxxGvOxh/ah/kTLL5+uIQZbyJLkbagyh4w+JgMO5ycIFhSixG8F1/gIWCB19GEEEJ4Tgf2IlF7KUZwb2a+bfHVg1HmfgSFdC538B28VdHW+v3/fu/zOgpA38q+HNr70NRBvQ/K4DCnJFByh67pTyM3eC1oUiCJTSkFDiNefS5GcDBTX7L55rEwCz4rrAOyV8KVMPBQGHZaHW16a9iZpwiW3A9MRK5ICSGE2LA22JnjSTVcgJ3pzJTnDaY8H2ThF+Dk+Sivvf/Cl71HWKe/c4ZnBVKbUBv277m/c7R5dEO7cLuUoRsPBI3gg4DyKpNoXVIgic3RlUz6eNKxs8mk2vHtUwFmvOVnweeyXPjmKO0IvcfAwEMb2HaEHyv5HqHyu4G3kYmdQgghNk9/rNRRpGMnAZ344UWdKc8HWfAZeXlfpZ3OYOauZ9mHvXp4qw6xqwxWskvnXTis92ENQ9sPNVJ26tXSQOk9wIfI3KKiIwWS2FKDsZJHkY4fgS+4DfM+STHt1VJmvQt1S7zOllt0A7ruDH33seh/UIzyLj7SiQ8IVzwLvAQU6EByIYQQrawPmfSRpBpPQdO7MuMtmPl2mDkfQmOe3A2i734sP/g/zpjnxmot+TJBI8gOHXZg9867p0d2GxnvFO0UiFvxzyuCFQ8BLyD3LipqUiCJ5tAe2Id4zRH4gnvTsNxm2qshZrztZ9GXxTlvqbQT9BoN/Q9soMdIP5nUInyh5/GHXgU+B6TLTQghREvqCexHbM2hBCK7UbfUQr0RYvZ4P/M/g3Tc63wb1r4/DWe8x65P7tqsu9U1nX5V/dit8272Xt32auhX1S8Us2Iq6ou+6Df8b+MObZdRHAKQAkk0PwPYCSt5AOnY4QSivVgzL8aCz4Is+DzE4q9h9czCmr8ULIVOQ6DrMIdtRjTQZQcDf9jBSvyPcOWzwFtA8dzEQgghRK7xATuRSY8jWX8ogZIBrFIx5n8aZuGXARZPguq5Xmd0+SNkrljEkEeGbNVufLqPHmU9GNJ+CKO6jaof1mGYP+NkVhia8XrEH3kd+B9yL0GxEVIg5RDTNC8HxgB+3PGulwEnAjcppZq8kplpmqOAs5VSx7REzs0UBoYCOxOvHo1u7Izur2T5D3HmfRJl0UQfK6dDzQLIpLzOummhcmjTGzoNhu67xeg+PENppxDJeoUv9CGByKe4y3HPRRZZEEIIkZtKgJ2xM8NJ1O6FL7AjaFGWfptk/qdRln5rsGomrJnjSducunIlez69J43pxk1u69N8dC/rTu+K3vSu6G0PaDugsW9FX9pF2oXjVnyFgzOhLFD2MvAecrFSNJEUSDnCNM0BwP3A7kopxzTNIcB/lVKDt2Bfo8idAmlD2uJeydqFZP1oDF8f/JG2xGsSVM+1WDE9wCoVZs0c9+BcPa91hwJE20HlNlCR/WjbN0aHAWkqewTwh3RSjQvR9K8IlX8EfAFMQbrlhRBC5LeOwE5kUruQrN8d3d8Xf6Qd8dUJVs3KsHxKmJUqwJo5UL8UGpZDvLpFgjResdg5/NUjtMUNiwF3eFxFsII2/9/e3bRIdhVwHP5XdVVXd9fETGYyjihEJAMnhkREskh2brIIuhMhaxcSxCxMEBQXAT+Am/gJoi7cZBlfkoViAokuhASDJ8E3JGkmHWcyk+nq7nrN4p4hk3EYBpRON3keODS3b1dRtbldv7r3nLtx+moMre49fe+VckdZnR2f3dqf7787X85fHw/HrwzXhq8l+Uu6Fec+gdf48/8gkI6IUsrn0n3YfirJr2utb5VSRulWNnssyaNJvpBuvs/nk3yv1vqbUsrXk/w43UT/i0leTbfiymO11kdLKd9M8kSSRZIXa60/ONx3dsuGSe5Kci7JucwmX8xs7770B3dnffyZLBerHFyZZv/SPHsXksl/etndGWR3Z5TJhbXsv5csbqFRRie6pbW37pxmfGaa8Z2LbJ5KNk/2M/rUIOtboyzme5nvbWe1+lvWt17PYOPNdAfamuTtODMEwCfDMN1nj5KkZP/Sl7Oc35P+4GzWRqeyNhhl/9J+dt+d5/3tXi5vD7J/aZDplWFmk15mk+4LzqsjSfqDbvGi/iBZG364PdxKNm5fZuv0we7939jY3j2/tzHYmJ8cnRxuDjdHs8VsMlvOLs6X87+Ph+M/rq+tv5ouhP6a5IhOqOK4EkhHSCnlK0m+m+4yu0mSHyV5PB8G0mdrrd8upTyc5MkkX0vyZpKHaq3nSym/aNu/a4/5TpIXkzxQa52UUn6W5Jla6/OH+87+Z71092M6dcMx2/t05gdns1qu3/xZer30Bxcz3NxOf3Ah3U3erh8X4xsnALgVo3Rnnq4d4yRbWUxPZDG9PYv5bVktTySrE+0x06Q3TzJLrz9NrzdNrz9Lf3Alw82dJO+l+7//RpLzSd5JshOLG3GIjsRdiklKKeeSXK61fqttP5DkV/no9bJ/bj//nWQjyZn2mPPt939Id3C66lz7m+dKKUkXGXcnOW6BtEpyuY1//tfe4WY3AIDDdJDkX2181Np6N+AYOtSbcHFTX0ry01LK1aPJG+m+Rbn2Lm/Xn+57J8ltpZQzbfvB6/b/I11MPVxr/WqSp9MtMQ0AANyAQDoiaq3PpjsD9KdSykvp5h59Pze5iWitdZnukrznSikvpJvDM7tm/06SnyT5fSnllSSPpAsvAADgBsxBOuZKKT9Mtwz4QSnl50l+W2t95uN+XQAAcByZg3T8vZ/k5VLKJN38nF9+vC8HAACOL2eQAAAAGnOQAAAAGoEEAADQCCQAAIBGIAEAADQCCQAAoBFIAAAAjUACAABoBBIAAEAjkAAAABqBBAAA0AgkAACARiABAAA0AgkAAKARSAAAAI1AAgAAaAQSAABAI5AAAAAagQQAANAIJAAAgEYgAQAANAIJAACgEUgAAACNQAIAAGgEEgAAQCOQAAAAGoEEAADQCCQAAIBGIAEAADQCCQAAoBFIAAAAjUACAABoBBIAAEAjkAAAAJoPAJy9cTk/MPMQAAAAAElFTkSuQmCC\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#离职婚姻\n", + "unique=df['MaritalStatus'].unique()\n", + "# 根据'MaritalStatus'列还原成字符串\n", + "unique = maps['MaritalStatus'].inverse_transform(unique)\n", + "marital_dict=dict(zip(unique,[i for i in range(len(unique))]))\n", + "plt.figure(figsize=(16,6))\n", + "plt.subplot(121)\n", + "quit_pie=pd.DataFrame(quit_df[\"MaritalStatus\"].value_counts())\n", + "quit_pie.index=quit_pie.index.map(dict(zip(marital_dict.values(),marital_dict.keys())))\n", + "quit_pie[\"MaritalStatus\"].plot(kind=\"pie\",\n", + " autopct='%.1f%%',\n", + " title=\"Attrition in different Marital Status\"\n", + " )\n", + "plt.subplot(122)\n", + "not_quit_pie=pd.DataFrame(not_quit_df[\"MaritalStatus\"].value_counts())\n", + "not_quit_pie.index=not_quit_pie.index.map(dict(zip(marital_dict.values(),marital_dict.keys())))\n", + "not_quit_pie[\"MaritalStatus\"].plot(kind=\"pie\",\n", + " autopct='%.1f%%',\n", + " title=\"Non-attrition in different Marital Status\"\n", + " )\n", + "plt.show()\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 41, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#离职主要部门\n", + "unique=df['Department'].unique()\n", + "unique = maps['Department'].inverse_transform(unique)\n", + "department_dict=dict(zip(unique,[i for i in range(len(unique))]))\n", + "plt.figure(figsize=(16,6))\n", + "plt.subplot(121)\n", + "quit_pie=pd.DataFrame(quit_df[\"Department\"].value_counts())\n", + "quit_pie.index=quit_pie.index.map(dict(zip(department_dict.values(),department_dict.keys())))\n", + "quit_pie[\"Department\"].plot(kind=\"pie\",\n", + " autopct='%.1f%%',\n", + " title=\"Attrition in different departments\"\n", + " )\n", + "plt.subplot(122)\n", + "not_quit_pie=pd.DataFrame(not_quit_df[\"Department\"].value_counts())\n", + "not_quit_pie.index=not_quit_pie.index.map(dict(zip(department_dict.values(),department_dict.keys())))\n", + "not_quit_pie[\"Department\"].plot(kind=\"pie\",\n", + " autopct='%.1f%%',\n", + " title=\"Non-attrition in different departments\"\n", + " )\n", + "plt.show()\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 42, + "outputs": [ + { + "data": { + "text/plain": "" + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 各个变量的pairplot\n", + "sns.pairplot(df, hue='Attrition', vars=['Age', 'DistanceFromHome', 'MonthlyIncome', 'TotalWorkingYears'], palette='husl')\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file