{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# pie" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This section describes various options available for pie charts in **fivecentplots**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See the full API https://endangeredoxen.github.io/fivecentplots/0.5.3/api/pie.html#pie" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import fivecentplots as fcp\n", "import pandas as pd\n", "import numpy as np\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read some fake bar chart data to use in the pie chart:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
LiquidpHMeasurementT [C]
0Lemon juice2.4A25
1Orange juice3.5A25
2Battery acid1.0A25
3Bottled water6.7A25
4Coke3.0A25
\n", "
" ], "text/plain": [ " Liquid pH Measurement T [C]\n", "0 Lemon juice 2.4 A 25\n", "1 Orange juice 3.5 A 25\n", "2 Battery acid 1.0 A 25\n", "3 Bottled water 6.7 A 25\n", "4 Coke 3.0 A 25" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_bar.csv')\n", "df.loc[df.pH < 0, 'pH'] = -df.pH\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optionally set the design theme (skipping here and using default):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Consider a DataFrame that contains several sets of measured pH data for various liquids. First, we filter to plot only one set of measured data:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The size of the pie chart is controlled by the keyword `pie_radius` (or shorthand `radius`):" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', pie_radius=0.6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Donut" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can turn our pie chart into a donut chart by using the keyword `pie_inner_radius` (or shorthand `innerradius`). This command is akin to thee `width` attribute in matplotlibs `wedgeprops`. The inner radius should be lower than the main `radius` parameter, which is set to 1 by default. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', inner_radius=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "

\n", "

Note that if `pie_inner_radius` is not explicitly set by keyword or in a theme file, it will be set to equal `radius`. Be mindful that if you have `pie_inner_radius` set in a custom theme file and then change only `pie_radius` you will get an unintended result!

\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grouping" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Like other plot types, pie charts can grouped in various ways to provide further insight into the data set. This includes legends, row/col, and wrap plots. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Legend" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Row/column plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can separate different conditions using row/col plots as shown below:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', col='Measurement', row='T [C]', legend=True, ax_size=[250, 250])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wrap plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alternatively, we can use a `wrap` plot to visualize:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', wrap='Measurement', ax_size=[250, 250], legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other options" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wedge labels" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wedge labels can be positioned relative to the center of the pie using keyword `pie_label_distance`. All other font parameters are controlled using `pie_font_xxx` keywords (or the shorthand versions with drop \"pie_\"). The position is based on a bisection line through the center of the pie chart and the wedge.\n", "\n", "We can also change the rotation of the labels to follow the bisection line using keyword `pie_rotate_labels` (or `rotate_labels`)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', pie_label_distance=0.5, pie_font_size=8, \n", " pie_font_weight='heavy', font_color='#00FF00', rotate_labels=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Labeled percents" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using the keyword `pie_percents=True` (or shorthand `percents`), we can label each pie wedge with the percentage for that category:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', pie_percents=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can style the percent labels using any combination of the following keywords (shortcuts in parentheses):\n", "\n", "* pie_percents_distance (percents_distance)\n", "* pie_percents_font_color (percents_font_color)\n", "* pie_percents_font_size (percents_font_size)\n", "* pie_percents_font_weight (percents_font_weight)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', pie_percents=True,\n", " percents_distance=0.8, percents_font_color='#ffffff', percents_font_size=16, percents_font_weight='bold')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Explode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To emphasize a particular wedge in the pie chart, use the `pie_explode` (or `explode`) keyword. This keyword takes a list of offset values for the wedge(s) that is(are) exploded. The `explode` list is ordered alphabetically and you only need to define up to the last wedge that will be exploded. For example, if we want to emphasize the first wedge (\"Battery acid\") we use:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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tNphtzh6FQBoYw1PDEGBkuCbydQyNRDSgzowSipLUFg4bbHZUNtlQY7GhzmJHbYsN9VYHXDzV1CNNyI2GVs0l8ES+jqGRiPqV3SXCJUpwiCLqrQ6caraipsWGWosddRY76q12ODlq6DWiQg1IiQ2EgmdPE/k8hkYi6hO7S4RLkuBwiTjVbEVhQwtKzC0oa7TA5hLlLo/6aGxWJI8MJCIADI1E1EOOs0JiVYsNBQ3NKDVbUNrYAquTIXEoOdMAo2UDDBGBoZGIunB2SKyx2FHQ0IwScwtKzRZYnC65y6MBNIwNMER0FoZGInIjSRLsLhEOUUKdxYb8hmaUmC0oNbeg2cGQ6EvG50RxapqI2jA0EhEAwO5ywe6ScKrZioPVZhyra0SD1SF3WSSTiGAD0uKCoGQDDBGdxtBI5MPsLvH0tLMNB6vNOFrbiFqLXe6yyAOMzY7kWkYicsPQSORjHC4RdlFEg9WBg9UmHK1txKlmm9xlkQdRqxScmiaiDhgaiXyAwyXCIYow25w4VNM6oljeaAF3S6TO5CSHIshfK3cZRORhGBqJhiin2Nrx3GRvDYrH6hpRbGphUKQuTciNgoYnwBBROwyNREOM3SXC7hJxvK4Re081oLChhcfzUbeFB+mRHu/eAOOyWiG5XFBotVCo+GODyFfxXz/REGFzutDscGHfqQbsOdXAhhbqldYGGPcfDQ6TCcXvvIvgMaMQOGwYlHodlFpOXxP5GoZGIi8mihJsooh6ix07K+qxr6qBp7JQr6mUAsbnujfAuOx21O3YhcYjR9F45CjUgYEIHjsaoRMnQBMSAoVWA4WSDTNEvoChkcgLOUURNqeI0sYWbC+vx/G6RoicgaY+ykkORZCf+wiiaLOhfteettsOkwlVX32N6m++Q0BONkInTYBfWiqUOj0Uav5IIRrK+C+cyIvYXSKsThcOVZuxu7Ie5U1WuUuiIWR8u3OmJZcLzQWFsFZWdrhWcrlg2n8Apv0HYEiIR8RF0xGQkw2lTgeFWj2YZRPRIGFoJPJwkiTB5hLRaHdiT2U99p5qgNnmlLssGmJCA3XITAyGUnlWA4zdjrptO7p8bktxCQpfexP6uDhEzLiwbd0jwyPR0MLQSOShJEmC1SWiqtmKHeX1OFhtgoNz0DRAxmZ1bIBxNjbCdOBgt1/DUlqKojffhi4mGhEzpiMobxiUej3DI9EQwdBI5IGsThdqWuz4rrgah2vM3FuRBpRSIWDCsGi3BhjxdAOMaO95F761vALFb61B1aYoREy/EEEjR7SuedQwPBJ5M4ZGIg9ic7pgtjnxQ2kN9p5qgJMjizQIspNDENzuBBiXzYb63XvO8YzusVZUonjNOlR9/S3Cp01F8KhRrdPWGk2fXpeI5MHQSOQB7C4RLQ4ntpXVYUdFHbfNoUHVoQFGFNFSVAxreUW/vL618hRK1r6Hqk3fInz6hQgZM6p12prhkcirMDQSychxuhv6pyoTfiipQaOdDS40uEICdMhKDHFrgBFtNtR2owGmp2zV1Sh9d33byGPouDFQGgxc80jkJRgaiWRwZp/Fo7WN+K6kGjUtPL2F5DE2K9JtLSMAOBqbYNq/f8De015Tg7L1/0Xtlq2ImT8P/hnpUOp1EBQ875rIk/Ff6AD4+uuvce211yI+Ph46nQ4xMTGYPn06XnnlFVitvrWv3jfffANBEPDnP/+5V88XBAFTpkzp56rkI0oSWhxOnKhrwpsHivD+0TIGRpKNQiFgwrAo6DQ/jx+47HbU794N0TbwX5fWikrkr3oFRf95G5bycristgF/TyLqPY409iO73Y6lS5fi1VdfRXJyMn7xi18gNTUV1dXV+OKLL3Dbbbfhn//8J95//32kpaXJXe6gyM7Oxptvvonhw4f36vlvvvkmIiIi+rmqwXdmr8XKJiu+La7GibomdkST7LITQxASoHO7T7TZUL+zbw0wPSJJaNj7E8xHjiJi+oUInzYVKqORU9ZEHkiQJIk/u/rJr371K6xatQp33nknnn76aajbfdP73//+h+uvvx7h4eH46aefEBgYKFOlNJjsLhF1Fjs2l1Rjf5WJx/15kNtHJSMx0Nh2u8XqwIvv78Ox4noZqxo8N8/LxdjsSKhOr2eURBHmI0dx4vkXZKtJGxmBmPmXISArE0q9nlPWRB6E/xr7ybZt27Bq1SpccskleP755zsERgC44oor8OSTT6KoqKjX07XkPURRQrPdiR3ldXh5bz5+OsXASJ4j2F+L7KSQtsAItI4y1v24XcaqANupKhS8/CoKX/8PLGVlcPnYkh4iT8bQ2E9WrVoFALjvvvvOe93SpUsRFhaGt956C/bTm+Y+/PDDEAQBH374IXJycqDVatvW8UmShFWrVmHq1KkICgqCWq1GdHQ0lixZghMnTrS9bmFhIQRBwOOPP46VK1di2LBhbesp77zzTpjNZrc67HY7Hn74YaSmpkKn0yEnJwevvvoqbrvtNgiC4Hat1WrFI488gqysLGi1WoSFhWHRokU4cOBAl38vna1pTEpKQlxcXIdrX375ZQiCgNdee63tvs7WNFZVVeGuu+5CUlIS9Ho9UlNT8fvf/x4mk8ntuqNHj2LJkiWIiIiAVqtFeno6HnzwQVgsli7r7iubS0RFsxVrD5Xg05OV3EKHPM6YThpgnE3NaNjf9b/rwWDafwBH//EsKj79HPb6eogOh9wlEfk8rmnsJ5s3b4ZSqcTkyZPPe51SqcTMmTOxdu1a7N27F+PHj2977Prrr8ctt9yCjIyMtpHK3/72t3juueewcOFCPPbYY5AkCZs3b8batWuxZcsWnDhxwm1U86WXXkJjYyOWLVuG+Ph4vPfee/j3v/+NhoYG/Oc//wHQGkQXLFiAzz77DAsXLsTvfvc7HDhwALfffjuCgoLc6rXb7bj44ouxdetW/PKXv8Q999yDsrIyrFixAhMmTMDGjRu7/Mz9qbKyEmPGjEFVVRVuu+02jBw5Ej/99BOefvppbNmyBV9//TXUajW2b9+OWbNmISAgAL/5zW8QERGBrVu3Yvny5fjyyy/x9ddfQ6fTdf2GPeQSJVicLuysqMfm4mrYXAyL5HkUQusJMGc3wIh2O+p274boQSN7os2OU198iYY9e1unrHOyOWVNJCOGxn5SVlaGkJCQbgWRM6NsZWVlbvdfccUVePbZZ9tu19bW4oUXXsD8+fPx/vvvt92/bNkyuFwuvPvuu/jpp58wduzYtscqKipw+PBhJCcnAwBuvfVWZGRkYN26dVi5ciUMBgPWr1+Pzz77DHfeeSeef/75tudOmTIF119/vVtNzz77LDZv3ox169bh6quvdqth+PDhuP3223HwYPfPpu2rP/3pTygvL8enn36KSy65pO3+qKgoPPTQQ/jkk09w+eWX45ZbbkFQUBD27t2LkJAQAMCvf/1rTJs2Dbfddhuee+45/P73v+/X2mxOF0412/DpyQqUmAd+NJOotzITgxEa6P69ymW3D24DTA/YqmtQsPp1BOTmIGbepdBFRUGp03b9RCLqV/x1rZ9IktTpOsbOqFSqtuecbdasWW63Q0NDYTKZ2kYIz2hoaIDBYACADtPOkydPbguMAKBQKDBq1Cg4HA7U1tYCANauXQsAeOCBB9yee9111yE9Pd3tvjVr1iAoKAgzZsxATU1N2x+VSoW5c+fi0KFDOHLkSLc+d19JkoT3338fw4YNcwuMAHDPPfdg9+7dmD17Nvbt24eDBw/isssugyiKbnXPmzcPOp3OLYT3lUsU0WhzYHNJDV79qYCBkTze+NyOJ8BYSkphKS2VsaqumQ8ewrFnn0P1d5vhaGqCJHIkn2gwcaSxn8THx6OwsBAOh6PL8Fh6+htz+3V9kZGRHa7V6XTYsGEDNmzYgGPHjqGwsBBlZWVt6w7Fdt80o6KiOryGVtv6G7nL5QLQutbP398f0dHRHa7NycnB8ePH224fPXoUFosF4eHh5/w8hYWFyMrKOufj/aWurg4NDQ0dwjUA+Pv7Y9SoUQBaawaAFStWYMWKFZ2+VmFhYb/UZHW6UNFkxScnKlDR5DnTekTnEuSnRU5yaLsGGPuAnAAzEESbHWX//QCNx44j7qqF0IaG8DhCokHC0NhPZsyYgRUrVuCHH37A9OnTz3mdy+XCt99+i+DgYIwYMcLtMaXSfVH6mfWE3377LcaNG4cxY8Zg8eLFGD16ND7++GM89thjHV5f0Y21Pna7vS1ItqfX691ui6KI5ORkrFy58pyv1/5z9JbTef4j9BynF8K3b9Rp70yQXrp0Ka666qpOr+nuqPC5OEURzQ4XtpTWYFtZHZxsiyYvMTorArr2DTDNTWj4aZ9MFfWO+eAhHCspRfyiKxGQmwOVQd/1k4ioTxga+8ltt92Gl156CcuXL8e0adPOGWxef/11lJaW4q677jpncDtj3bp1+Pbbb3HffffhySefdHvs7A7jnsrIyMCHH36ImpoahIWFuT3Wfqo5OTkZZWVlmDZtWoegtWXLFjQ3N7dNlXeXSqVCc3Nzh/srKyvP+7zw8HD4+fm1jSSeraamBkuXLsWiRYvapuclSeowKimKItavX4+UlJQe1Xw2q9OFEnMLPj1RiaoWnmBB3kMQgIkdGmAcqN+z16MaYLrLaTaj4NXXETZ5EqIvuwQqf38oVPyxRjRQuKaxn4wZMwb33nsvvvzyS/zmN79pGxU72yeffIK7774bSUlJeOSRR7p8zZqaGgDocJrKiRMn8N577wHoenSuM4sXLwYAPPPMM273f/nll9i7d6/bfYsWLUJjYyOeeOIJt/vLysowf/58XHfddd0a3TxbTEwMamtr3aaIrVYr3n333fM+T6lUYv78+di3bx82bdrk9tgrr7yC9evXQ6FQYOzYsUhKSsIbb7yBY8eOuV23cuVKXHPNNVi9enWPagZaRxdNVgc25p/Cm/uLGBjJ62QmBCMs0H1EzmW3oX7nbpkq6geShJoftuD48y+gOT+f+zoSDSD+StaPnnjiCYiiiGeeeQZffPEFlixZguTkZJhMJnzxxRf47LPPMHz4cLz77rvdOg1mzpw50Gq1uPfee1FYWIiYmBgcOHAAq1evbgulDQ0NPa5zyZIlWL16Nf72t7/h2LFjuOiii3Ds2DG88MIL0Ov1bvsY3n///fjwww/x4IMPYs+ePZg5cybq6+uxYsUKNDQ04K233uowpd2VG2+8EZs3b8bFF1+MO++8E6IoYvXq1R0agzrzxBNP4JtvvsHcuXOxdOlS5ObmYteuXVi9ejUuueQSXHXVVVAqlVi1ahXmzZuHcePGYenSpUhLS8OOHTuwevVqpKam4sEHH+xRzXaXiFNNVnxwrByVzfyhRN5pXE6U296MkijCUlaGluISGavqH9aKShz/1wpEzZmF8AunQmUwQGi35IeI+oahsR8plUo8/fTTWLx4MV544QW88847KC0tRWBgILKzs7Fy5Ur84he/6Pb+gNnZ2fj444/x0EMP4amnngLQ2nBz1113YdGiRRg1ahQ+++wzXHvttT2qU6FQYMOGDXj44Yfxzjvv4IMPPkB6ejpeffVVPPfcc26jjX5+fvj+++/x2GOP4b333sNHH32EoKAgjBo1Cm+88QZmzJjRo/cGWrcBampqwosvvoj77rsPkZGR+OUvf4m5c+d22Mi7vfj4eOzYsQMPP/ww3n33Xbz00ktITk7GX/7yF/zf//1f27rQWbNm4ccff8Ty5cvx6quvwmQyIS4uDsuWLcMDDzzQacPQuVgcLhysNuHTk5Xcd5G8VqCfBsNS2jXA2O2o+9E7GmC6Q3I4UPHRp2g6fhJxV18JbXg4lGySIeo3PHvaB9XV1cFoNHa6pjIjIwN2u73fuou//vprXHTRRXjwwQfx//7f/+uX1xwsLlFCk8OJTYVV2F1RD/5DGXp86ezpGWPiccW0VLf1jLbaOhxe/jhcg3BK0mBTGo2Iu+oKBI3Ig6qH666JqHNc0+iDVq1aBYPBgG+++cbt/m3btuH48eOYNGlSv73Xmelzf3//fnvNwWB3iahstuKt/UXYxcBIXk4QgAm5Ue4NMA4H6vfsGZKBEQBczc0oeuMtlKx9D7baWoi9WP9NRO44Pe2DrrnmGjzyyCNYvHgxfv3rXyM+Ph4nT57ESy+9hKCgoG416XTl1KlTWLFiBTZs2AAAbqfWeDqr04XDNY345EQFLE6X3OUQ9Vl6fDAigt1H20SbzWNPgOlPddt3oKW4GEm/vAH62Bju6UjUBxxp9EHJycn48ccfMXPmTLzyyitYtmwZ3njjDVx++eXYvXs30tLS+vwee/bswdNPP43Kyko88sgjvVr7ONgkSUKT3YmvC6vw/pFSBkYaMsblRHY8AaaiEi1FRTJWNXisladw/N8rYDp0mN3VRH3AkUYfNWzYMLz99tsD9vqXXHIJTCbTgL1+f3OKIkw2Bz46XoHjdU1yl0PUb/wNGgxPDYNK5d4AU/vjNhmrGnyu5mYUvPIaYhbMR9jkiVznSNQLDI3k8+wuERVNFvz3SBlqLHa5yyHqV6MzI6DXun+rd7a0oGGvd50A0x8kpxNl6/8LW3U1Yi6bC5WfH4Qe7jNL5MsYGsmnta5fNOOj4xXcToeGnDMnwJw9NS06HGjYuw+ulhYZK5NXzXffw15dg/gl10ATHMxTZIi6ib9ikU+SJAnNdie+KarG+0fKGBhpSEqLC0JkiMHtWFPRZkf9zl0yVuUZzIeP4OSLK2EpLYNo5wwDUXcwNJLPkSQJjXYnPjhWju9LaridDg1Z47KjoDm7AUaSYKmsRHOhbzTAdMVaUYkT/14B8+EjbJAh6gaGRvIpoijBZHNg/ZFSHKoxy10O0YDx06uRlxYG9dkNMDYb6n7cDvBMhzbOpibkv/wqarb8CKcPT9kTdQdDI/kMlyiizmrHOwdLcLK+We5yiAZUZw0wrhYL6vf+JFNFnktyOlH67nqUb/gIDrMZksjlKkSdYWgkn+AURVS32PH2gWKUNg7NEzCIzhAATBweDa2mXQPMvn1wNfMXpnOp/nYzCl//D+y1dTxBhqgTDI005DlcIiqarHjrQBGqWmxyl0M04FLiAjttgKnbwQaYrpgPHcbJlS/DVlPD4EjUDkMjDWl2l4gScwveOlCMeqtD7nKIBsW47Cj3E2AkCdZTp9BcUChfUV7EUlqG/FWrYauuZnAkOgtDIw1ZdpeIk/VNePtgMZrs/MZPvsGoV2NEejjUqrOmpm021G5jA0xPWMsrkL/yFdhOVTE4Ep3G0EhDks3pwqEaM9YdKoHVyUXt5DtGZYTD0L4BxmJBwx42wPSUtfIUTq58GdbKSogOBkcihkYacqxOF/acasB/j5TBIXJkhXyHAGDisJh2DTBONOzbD2cTz1TvDVtVNfJXvgJrZQVEB5e4kG9jaKQhxeJwYVtZHT4+XgEXp+LIxyTHBCI6rF0DjN2G+p27ZazK+9mqa3ByxcuwlJUzOJJPY2ikIaPF4cS3xdXYWHCKp7yQTxqXE9mxAaaqGk0n82Wsamiw19Xh5MpX0FJaCtHO4Ei+iaGRhoQWhxNfFVTh+5IauUshkoVBp8LI9IgODTA8Aab/OOrrkf/SK2gpLeGII/kkhkbyelanCz+U1GJbeZ3cpRDJZlRGBAy6dg0wVivq9+yVp6AhymEyIX/lK2guKoZot8tdDtGgYmgkr2ZzurCroh7fFVfLXQqRrDo7Aca0/yCcjY0yVjU0OUzm1uBYWMTgSD6FoZG8ls3lwoFqMz7Pr+QaRvJpSdEBiAk1tmuAsaNux04ZqxranI2NOLnyFTTlFzA4ks9gaCSvZHeJOFHXhA+Pl4O76pCvG5cT6TbKCLR2/DadOClTRb7B1dyM/JdfRUtJKdc4kk9gaCSv43CJKDa14P0jZXAyMZKPM2hVGJXh3gDjslp5AswgcTU3o+DVN1rPqna55C6HaEAxNJJXcYoiKpusePdwCWwunvRCNCIjHEad2u0+l9WKBjbADBp7bS0KX3sTjgYTJJHfl2joYmgkr+EURdS02LH2cAmaHfyNnggAJg2LhubsBhinE6aDh+AwmWWsyve0FJegeM1anrxDQxpDI3kFUZTQYHVg3aESNFi5dogIABKj/BEb7gfF2Q0wNhvqd+ySsSrfZT54COUbPoazuVnuUogGBEMjeTxJkmC2O/DekVJUtdjkLofIY4zNjoJG3a4BprYWjceOy1QR1fywBVXffAuXxSJ3KUT9jqGRPJokSWi0O/G/o+UoNfObMNEZOq0SozMj3EKjy2rlCTAeoOLjz1C3ew9cVv6SS0MLQyN5tGaHC5+cqMCJeq4TIjrbyPQIGPXtG2BsqN+9V56C6GeShJK176Hx+HHu4UhDCkMjeSyL04Wvi6pwoJoL+onam5gb5X4CjNMJ8+HDcJhMMlZFZ0gOB4reeAstpWUQHU65yyHqFwyN5JHsLhEHqkzYXsbzpInai4/0R1ykf7sGGDvqtvMEGE/ibGpC4WtvwlZbA4l7ONIQwNBIHscpiqhotOCzkzwekKgzY7MioW3XAGOvYwOMJ7JVV6Pw9f/AYTJD4lpT8nIMjeRRJEmC2ebE/46Vc/Nuok7oNEqMyYp0b4Cx2VC7bQfAjaU9UkthEYrXruMejuT1GBrJo7Q4XPjsZCWqubUOUafy0sLhZ3BvgBGtVtTv3iNTRdQdpn0HcGrjV9yKh7waQyN5DJvThe3ldThUw8YXonOZNDzabWpadDphOnwEjvoG+Yqibjn11dcwHzkG0c4DCsg7MTSSR3C4RBQ0NOObomq5SyHyWHERfoiP9IdCcVYDjN2OejbAeAdRRMnad2GrreUZ1eSVGBpJdqIkoc5qxwfHyuHiQnGicxqbFdWxAaa2Duajx2SqiHrKYTKh5N31PGqQvBJDI8mu2e7EhmPlaLRzLzOic9GqlRiTHdGhAaZux042wHiZxsNHWo8atFrlLoWoRxgaSVZWpwvfFFejyNQidylEHi0vLQz+Bo3bfaLVhvpdu2WqiPri1BdfofH4SYgOrm8k78HQSLKxu0QcrDZzA2+ibpg4rGMDjPnoUdjr6mWsinpLcjpR8s5a2Ovrub6RvAZDI8nCJUqobLLi05MV3MCbqAsxYUYkRgV0aIDhCTDezV5Xj9J334ezhTMt5B0YGmnQSZKERrsD/ztaBquTv2ETdWVsdqTbOdMAYK9vQOORozJVRP3FdOAgar7/gesbySswNNKgszpFfJF/ClXcwJuoSxq1AuNyojo2wGzfwfOMh4iKTz5Hc0Eh1zeSx2NopEHlcIk4VteIfVUmuUsh8gp5qeEdG2BsNtTv4gkwQ4XkcKB4zTo4Gkw8n5o8GkMjDapGuxNf5J+SuwwirzFhmPsoo+hyofHocdhra2Wsivqbrboapf/9H1zNXN9InouhkQaN1enC10VVMNk4BUPUHdFhRiRFB0J5dgOMzd66NyMNOQ17fkLNj9vgsnHpDnkmhkYaFE5RRH59M/ZWNshdCpHXGJMVCV27BhhHQwPMh4/IVBENtIqPP4Wtqorb8JBHYmikQdFkd+Lz/Epur0PUTWqVAuNzIjs9AUZy8vSkoUq0WlH23w1wcRse8kAMjTTgrE4XviuuQa3FLncpRF5jeGoYAoxat/taG2B4AsxQZz58BPW798Bl5/dM8iwMjTSgnKKIErMFOyt46gtRT0zIjYJW/fO3aNHlQuOJk7BV18hYFQ2W8o8+haOunt3U5FEYGmlAtThc+PRkBUR+3yPqtsgQA1Jig6BQnBUa7XbUbdshY1U0mJyNjSj/6BO4LBa5SyFqw9BIA8bmdGFLaS2qmtkJSNQTnZ0A42gwwXzosEwVkRzqd++B+dBhiHbuOEGegaGRBoRLFFHRZMWPZdxLjqgnWhtgoqBlAwxJEsr+uwGOxka5KyECwNBIA8TiFPHpyUo4OS9N1CPDUkIR6McGGGplr6tD1VebeDY1eQSGRup3NpcL28tqUdbItThEPTU+NxqasxpgJJcLTSfzYauqlrEqklP15h9gKSvnWeMkO4ZG6leiKKGq2YbNJezwJOqpiGA90uKCoDyrAcZlt6NuO0+A8WWS04myDR/ByaYYkhlDI/Urq8uFLwtOwcFpaaIeG5PVSQOMyQTTwUMyVUSeounYcTTs2QuRezeSjBgaqd+cOSrwZH2z3KUQeR2VUoEJudEdGmDqd+yC5GD3LLUeMegwmeUug3wYQyP1G6tTxLfFXHdF1Bu5nTbA2FG3a49MFZGncZjMqNz4JfduJNkwNFK/cLhEHKo2o6KJHX5EvTE+JwpazVkNMKKI5oIC2E6dkrEq8jS1W36EpbwCkijKXQr5IIZG6hcWpwvfl7L5hag3woL0yEhwb4ARbTbU8gQYakdyuXBq41fcgodkwdBIfWZ3idhTWY86CxdoE/XG2KxIt7WMAOAwN8J04KBMFZEna9i3Hy0lpdyChwYdQyP1WZPdia1ldXKXQeSVVEoBE3KjoNWo2u4T7fbWE2DYAEOdkSSc+uJLjjbSoGNopD6xOV3YVl6LJjuPNyPqjZzkUAT5uzfAuGw21O9mAwydm/nwETQXFELkaCMNIoZG6jVJkmCyObCzvF7uUoi8VvtzpiWXC82FRbBWVMpYFXk8SULlF19CtHC0kQYPQyP1ms0l4vuSGthc7OIj6o3QQB0yEoKhVLY7AYYNMNQNTcdPoPH4cYhOzvTQ4GBopF4RJQnVLTb8dMokdylEXmtMViR0Z61lBABnYxNM+w/IVBF5m1Mbv4KLo400SBgaqVdsThHfFVfDJfG4QKLeUCqE1hNgzjo2ULTbUb9zF4+Ko25rLiiE+fBhiGyaokHA0Eg95hIllDVacKSmUe5SiLxWdlIIQgI6NsDU7dotU0XkrTjaSIOFoZF6zOpy4dvianCMkaj3xudGQXN2A4wooqWoGNbyChmrIm9kKS1Dw779HG2kAcfQSD3iEiXk1zejoKFZ7lKIvFZIgA5ZiSFQKXkCDPWPqq828UxqGnAMjdQjNpcL28u5kTdRX4zJinBbywgAjiY2wFDvWStPoW7nbri4HpYGEEMjdZskSahqtqGQo4xEvaY43QBzdte0y25H/a49EG02GSsjb1f19TdwtbTIXQYNYQyN1G02l4gd5XVcy0jUB1mJwQgN1LndJ9rsqGcDDPWRvaYWdey+pwHE0Ejd1mhz4lCNWe4yiLza+Jzojg0wJSWwlJbJWBUNFXU/7oCLI9Y0QBgaqVvsLhd2VdbDIXKckai3gvy1yEnu2ABTt227jFXRUGIpK0NzQSEknklNA4ChkbrF6hTx06kGucsg8mpjsiI7NMA4m5vRsI8NMNR/arf8yIYYGhAMjdQlpyjiULUZjXaeb0rUWwpBwMRh7g0w4pkGGCs3Zqb+Yzp4CI66ernLoCGIoZG6ZHOK2FXJb0BEfZHZSQOMy27nCTDU7ySnEzVbt3FtI/U7hkY6L1GUUGJuQUUTR0KI+mJ8ThS07RpgLKVlsJSUylgVDVX1O3dys2/qdwyNdF42UcSOCo4yEvVFoJ8GOSmh7Rpg7Kj9kQ0wNDAcJjNMPFqQ+hlDI52TJEmot9hxvK5R7lKIvNqYrEjo2jfAtDSj4ad9MlVEvqD2x+3cMJ76FUMjnZPdJWJnRT24yw5R7wkCOmmAcaB+z142wNCAai4oREtZOSRRlLsUGiIYGumcmh0u7K8yyV0GkVfLSAhGWKDe7T6X3Yb6nWyAoYFX+8NWjjZSv2FopE7ZXSL2VTXA4uQGsUR9MT4nym1vRkkUYS0vR0tRsYxVka9o+GkfHGYuMaL+wdBInbK7ROypbJC7DCKvFmDUYFj7Bhg7G2Bo8Ih2O2q3bef2O9QvGBqpA0mSUNbYgloLTxQg6ovRmRHQaVVu9zmbW9gAQ4OqbsdOTlFTv2BopA7sLhGHqjmdQdQXnTbAOBxo2PsTXC3cP48Gj72mFuYjRyE6eaoX9Q1DI3Vgd4k4xm12iPokPT4YEcEGt/tEmw11O3bJVBH5svrdeyFxz0bqI4ZGciNKEorNLTxnmqiPxuVEQnP2CTCSBEtFJVqKimSsinxV49FjcPKEGOojhkZy43CJOFzDUUaivvA3aDA8JQxq1dknwNhQu40NMCQP0WqF+dARTlFTnzA0khsbp6aJ+mx0ZgT0unYNMC0taNj7k0wVEQHmAwc5RU19wtBIbURRQmFDM1oc3JuRqLfONMBoz5qabm2A2QdXc4uMlZGvM3OKmvqIoZHa2EURh2s5ykjUF6mxQYgMMUAQhLb7RJsd9TvZAEPyEq1WNB5mFzX1HkMjtbE5RRzn1DRRn4zLiYJG/fO3VkmSYD1VieZCNsCQ/EycoqY+YGgkAIBLlJDf0ASrkwfbE/WWn16NEWlhUKvOmpq22VpPgJEkGSsjamU+cpRT1NRrDI0EAHCI7Jom6qtRmRHQtzsBxmWxoH4PG2DIM4hWKxqPHIXo4tp16jmGRgIAWJ0unKxvkrsMIq8lAJg0LBpaTbsGmJ/2wdXcLF9hRO2YDhyEZOcxsdRzDI0EpyjieF0TbC5OTRP1VkpsICJD2zXA2O2o27lbxqqIOjIfPgqXxSp3GeSFGBoJTlHCEXZNE/XJuJwot212WhtgqtCcXyBjVUQdiVYrzEc5RU09x9BIaHG4kM+paaJeM+rVGJEe3rEBZhsbYMgzmfZzipp6jqHRx7nE1m12HCJ/sBH11sj0cBg6aYBp2LNXnoKIutB45ChcVk5RU88wNPo4pyih0MRTKoh6SwAwaXjHBhjT/gNwNnIEnzyTy2KB+egxTlFTjzA0+jiHKKGYoZGo15JiAhAdZuzYALODJ8CQZ2s6doIbfVOPMDT6uDqLHSYbv2kQ9VanDTBV1Wg6mS9jVURday4q4pGC1CMMjT7M4RKR38DpM6LeMuhUGJUe0aEBpo4NMOQFrBWVcDVzpom6j6HRh7kkTk0T9cXIjAgYdO0aYKxW1LMBhryBJKHp5ElIIvfope5haPRhDpeIEjPPICXqrUnDoqE5uwHG6YRp/0E4zdz3lLxDc34hRG69Q93E0OjDqltssDrZOUfUG0nRAYgJM0JxdgOMzYa6nWyAIe/RXFQEiesaqZtUXV9CQ5HD6UKEUYe7x6Wj0NSMEnMLSs0WVLfYwJVYRF0bmx3pts0OANhqatB0/IRMFRH1nKW8As4WC1R+fnKXQl6AodFHiU4RR3aXIiBIj7SoAAwLC4ALQIvDiUJTS1uIrGGIJOpAr1VhdKZ7A4zLakXtth1sgCHvIopoys+HNiwUgoKTj3R+DI0+yuEQsfvHIjjsrdPTKpUCKRkRSEoLRXp0AIa3D5GmFpQ2MkQSAcCI9HAYdGq3+1xWGxp275GpIqLeay4oRPDIEVDqdHKXQh6OodFH1dU0twVGAHA6RRw7VIljhyoBnA6RmRFISg1FRrsQWdBweiSysQW1LXaGSPI5k4a1OwHG6YT54CE4TGYZqyLqnZbCIkhc307dwNDogxwOFypKG857jdMp4tjBShw7eDpEahRIzYhAUmoYMqP9kRfeGiKbHU4UNjSjxGxBqbkFtRaGSBraEiL9ERfh164Bxo66HTtlrIqo9yxl5XBZLVD5GeUuhTwcQ6MPEkUJVRU9GxFx2kUcPVCJowdaQ6Rao2wbicyMCkBeeCBckoRmhwsFpmaUmi0oMbegjiGShphxOVHQqNs1wNTWovHYcZkqIuobyeVCc0EhNCEhXNdI58XQ6INcThdqqvq2j5zD7sLR/RU4ur8CAKDRqJCaGY7E1FBkRQVgxOkQ2eRwtY5ENrY21tRauB8YeS+dRonRmRFuodFl5Qkw5P2aThYgcPgwrmuk82Jo9EFWixMtTf0b3ux2Jw7vr8DhMyFSeyZEhiE70h8jItqFSHMLShotqGOIJC8yIj0cRn27BhibFfW798pTEFE/aS4sguTiukY6P4ZGHyNJEqpPDfxpFXabE4f3VeDwvtMhUqdCasbpEBnlHiILGppOr4m0oM7KEEmea2JnDTCHDsPR0CBfUUT9wFJWBpfVCpWR6xrp3BgafYzTIaK2qmnQ39du7Rgi07MiEZ8SgpxIf4yMDIJLlNBod7qtiay3Oga9VqLOxEf6Iz7S370Bxm5H3Q6eAEPeT3I6YSkrhzY0VO5SyIMxNPoYSZJQX9ssdxmwW504uLcMB/eWAfg5RCakhCA30h+jTodIs92JgoZmlDa2dmczRJJcxmZFQtuuAcZeW4vGo8dkqoiof1krKiFmZ0GhVnd9MfkkhkYf43KKqK+RPzS21z5E6nQqpGVHIiElFMMi/TA6MgguqTVE5jc0o9Tcutl4A0MkDQKdRokxWZHtGmCsqN22ExBFGSsj6j/W6urWdY0MjXQODI0+xm53wWyyyF1Gl6xWJw7sKcOBPadDpF6FtKwoJKSEIC/SH2NOh0iT7cx0dmt3doONIZL63/C0MPgZ3H+QijY76nkCDA0htuoaSPwliM6DodHH1FY3eeXOIFaLEwf2lOLAnlIAgM6gRlp2JBKTQ5AX4Y8xUa3T2WdCZIm5BWUMkdRPJg2LcZuaFp1OmI8cgaO+XsaqiPqXrbqaJ8PQeTE0+hCno+/7M3oKa4sDB3aV4sCu1hCpN2iQlh2BhORQ5EX6YUxUEJyiBJPNcdaaSAtMDJHUQ7HhfkiI8odC0a4BZjtPgKGhxdFggmizAfCXuxTyUAyNPkQUJY9cz9gfLC127N9Viv2nQ6TB+HOIHBHhj7HRwW4hssRsQWljC8w2p8yVk6cbl91JA0xdPcxHjspUEdEAkSRYq6qgDQ+TuxLyUAyNPsTlElHnAZ3Tg6Gl2Y59O0uxb+fpEOmnQXp2JOKTQtxCZIPV4bbFT6OdIZJ+plUrMSa7XQOMzYa67TvYAENDkqW8Av6ZGVCoGA+oI35V+BDRJcFU7/lNMAOhpcmOn3aU4KcdJQBOh8icSMQnhWJUuD/GnRUi8xuaUXr62EOGSN+WlxYGf4PG7T7RakP9LjbA0NDUuq7RCTA0Uif4VeFDWlrscDk5OgKcDpHbS/DT9rNDZBQSkkMwOtwf42NaQ2S99cyaSIZIXzQ+N9q9AcblQuOxY7DX1clYFdHAsVXXQPLGbkkaFAyNPsTc4JujjN3RGiKL8dP2YgCA0V+DjOwoxCWHYHR4QFuIrLPaUdjQgpLT+0Q2MUQOWdFhRiRHB7g3wNhsqGUDDA1htqrTI41EnWBo9BEul+izU9O90dxox57txdhzOkT6BWiRnh2F+KRg9xBpsbetiWSIHFrGZke6nTMNAI6GBjQePiJTRUQDz15fD9Ful7sM8lAMjT7C5RLR1GiVuwyv1WS2Yc+2IuzZVgQA8A/QIT0nEnFJIRgTHogJMSFwihJqLXYUmk53Z5tb0OzgnmfeSKNWYHx2VIcGmNptO1tPzCAaqiQJtuoankFNnWJo9BUS0GRmaOwvjWYrdv9YhN0/tobIgEAd0nIiEZ/YMUSefXY2Q6R3GJ4aBn9juwYYmw31u3fLVBHR4LGUlcMvPQ0KpbLri8mnMDT6CFGU0GS2yV3GkGU2WbF7axF2bz0dIoN0SDu9xc+48EBMjG0NkTUWOwobmtvWRLYwRHqkCZ02wByHvaZWxqqIBoetuhqSwwkwNFI7DI0+QuT09KAyN7iHyMBgPdKzIhGX/HOIdIgSalvsP5+dzRDpEaJDjUiOCeQJMOSzbDW1gMSdNqgjhkYf4XCKsLTwCD25mOot2Lm1EDu3FgI4HSKzW9dEjg8PwqSYEDgkCTUtNhSaWruzyxgiZTEmKwK6ThpgzGyAIR/hbGyExM3rqRMMjT6i0cRRRk9iqrdg55ZC7NxSCAAICjEgPTsSsYnBGB/hHiLPPjvb4mSIHGjhwYZOToDZyW1IyGc4m1sYGqlTDI0+QJIkmOpb5C6DzqOhrgU7fijAjh8KAJwOkTmtIXJCZDAmx4bCIUmobra1dWeXNTJEDgS91v3bomjjCTDkW5zNzTwmkzrF0OgDXE4RzY1sgvEmDXUt2PF9AXZ83xoig0ONrSEywT1EVp0Oka37RLbAyhN/+kQhCNCoFW23RZcLTSdOwlZdLWNVRINLtNkgcmsp6gRDow8QJQlWK9czerP62mZs35zfdjs03IjUrEjEJQRjYmQwlAyR/UKlUkChOCs02u08AYZ8jyTB1dIChITIXQl5GIZGH2Gzcj3WUFJb3Yza6nxsP307NNyItKzW6exJkcEQYkPhlCScaraisKGl7exsm4sh8nxUSoXbbUeDCeaDh2Sqhkg+zqZmuUsgD8TQ6AskwMaRxiHtTIjE5tbboZF+SM+KQEx8MCZHB0OIC4VTlFDZbEXRWd3ZDJHn5rLZUbeDDTDkmxwmk9wlkAdiaPQBkiTBbuMPPl9Se6oJtaea2m6HRfohLSsCMQk/h0iHeHok8vR0NkOku9YGGJ4AQ77J2dgE0eXiqTDkhqHRB4iixOlpH1dzqgk1Z4XI8Eh/pGW3jkReEB0CIU4BR9tIJEOk5HKhKT8ftio2wJBvcjY3t56zztBIZ2Fo9AGSBDbCkJvqU42oPtXYdjs8qjVExsYHIy46FEKc0BoimywoNLWeVlPWaIHdR0Jk6wkwO+Qug0g2rhYLt92hDhgafYAkSbBzpJHOo7qyEdWVP4fIiGh/pGa1hsgpsaEQFK0hsuJ0iCwb4iHSYTLDdIANMOS7nC1shKGOGBp9gMspwsmtV6gHqioaUVXxc4iMjAlAamYEYuKDkBAbCigEOEQRFU3W1pFIcwvKm6xDIkS67HbU7dwFycHRefJdzqZmSJIkdxnkYRgafYCNTTDUR6fKzThVbm67HRUTiNSsCETHBbaGyPgw2E+HyKLTIbKs0QKH6H0/dEQrG2CIXC0tnJ6mDhgafYC1hSMm1L8qy02oLP95S46o2ECkZUUgOi4IiWeFyPJGK4rMrY015V4QIiWXC82FhbBWnpK7FCJZ8fxp6gxDow+wWhgaaWBVlplQWfZziIyOC0RqViSiYwORFBsGxAuwiyLKGq0oNjWjtNEzQ6TLbkfttu1dX0g0xDmbmxkaqQOGRh/gdPIMURpcFaUmVJS6h8i0rEhExQUiOS4MUJwJkZbT09kWlDdZ4JQ5RDobG2Haf1DWGog8gWi1tm69QXQWhkYf4GITDMmsfYiMSQhCakYEouODkBwfBklobawpa7S0NdZUNFkHNUSKdjvqdrABhqgNQyO1w9A4xEmSBJH/8MnDlBc3oLy4oe12bEIwUjLDER13Voh0iSg9MxLZOPAh0sUTYIjc8UcHtcPQOMRJkgTRw9aNEbVXVlyPsuL6tttxia0hMio2CCkJrSHSfjpEFptaUNLYgsp+DJGtDTBFsFZU9svrEQ0FElMjtcPQOMRJEiAxNJKXKS2qR2mRe4hMzYpo3ernrBBZ0tiC4tNrIiuarHD1clSdJ8AQEXWNoXGok8CRRvJ67UNkfFIwUjIjEBMbiLSE8J9DpLkFxeYWlJgtqOxBiHQ0NsG0/8BAlU/knfijg9phaBziJHB6moaeksJ6lBT+HCITkkOQkhF+OkRGQBIAm0tEqbkFRebWkchzhUjR6UT9rl0QbfbB/AhEXoA/O8gdQ+NQx+lp8gHFBXUoLqhru52YGork9DDExga5hcgSc0vbmshTTTYAgOR0on7XHrlKJ/Jc/NFB7TA0DnESOD1NvqfoZC2KTtYCABQKID45DCkZYYiLCURGYgREAbC5XAAEOMwmWMrK5S2YyCPxZwe5Y2j0AQyN5MtEESg6WYOikzUAWkNkek4UJlyYCp1eCafIze+JOsUfHdSOQu4CaIBJEiTu00jUJiTcH3lj4qHQAIdrjgP+RrlLIvJI3HKH2mNoHPIECHKXQOQhModF4dKr8qD0d+GZH1fiu6LtkFRK6ONi5S6NyPMwM1I7nJ4e4gQBUKqVcpdBJCuVSoEJ01KROSwKhY1FWLVrDZyiC032FjgkJ4JG5MFSWiZ3mUQehqmR3DE0DnUCoFJyQJl8l3+gDtMvyUJ4tD82FW3G5ye+a3usxWFBTUs9wtNSZayQyEMxM1I7DI1DnEIhQKliaCTfFJcUggtnZ0BlAF7e+zaO1xZ0uCa/rhgx0cNlqI7I0zE1kjuGxiFOEASoGBrJxwgCMGJcAkZOSEC9sw4vfP8mmuzNnV5bYioHEsZC5ecHZ1PTIFdK5MGYGakdhsYhThAEqLimkXyIVqfC1NmZSEgJwU81B/H2vv+d9/oSUwWcogtBo0agZvMPg1MkkTdQcMCB3PErwgeoNQyN5BvCIvwwf/FIxKcGYf3Rj7sMjABQa6lHk70Z/lmZA18gkbcQBCg06m5fftNNN0EQBLc/CoUCwcHBuOCCC/Daa6/1uaTy8nI0N7vPGLhcLuTn57fd/uabbyAIAv785z/3+f3OdsMNN0AQBBQWFvbr6/ZWQ0MDqqurB/19GRp9gErF0EhDX3p2JC69Kg/qAAnPbnsZ28v2dvu5+fUl0HHbHaI2Sp0OgtDziPDAAw/gzTffxJtvvolXXnkFf/rTn6BUKnHzzTfjr3/9a6/rWb16NTIyMtyCUkFBAfLy8vDGG2/0+nW90SeffIK0tDQcPHhw0N+b09M+QKXm7wY0dClVCkyYmoKs4dEoai7Byi1vwyk6e/QaxaZyjI7KaZ2OE8UBqpTIeyh0OkDR811+Z8+ejenTp7vdd88992DMmDF47LHHcPfddyM4OLjHr7tp06YOo4wnT57EoUOHevxa3m7Lli2ora2V5b2ZJnwARxppqPIL0GLulXnIGhGNb0u34IXtb/Q4MAJAqakcLkgIHJYzAFUSeR+lTgtB6J+jIZRKJWbOnAmbzYbjx4/3y2uSPBgafQBHGmkoik0MxvxrRiEkWofVP72DT45/3evXqmiqgt1lR2Bubj9WSOS9lDod0Ivp6XMpKiqCSqVCcnKy2/0//vgjLr/8coSEhECr1SIrKwt//etfYbVa265JSkrCW2+9BQBITk7G9OnT8fDDD2P27NkAgL/+9a9drjc8evQolixZgoiICGi1WqSnp+PBBx+ExWLpcO3KlSuRl5cHvV6P1NRUPP/8811+PkmSEBMTg+zsbLf7KysroVAoEBISAvGsWYyWlhbo9XosWbKk7b5NmzZhwYIFiIyMhFqtRnBwMGbOnIkvv/yy7Zrp06dj+fLlAIAZM2YgKSmp7TGr1YpHHnkEWVlZ0Gq1CAsLw6JFi3DgwAG3mm666SbodDp8+umnSExMhE6nc6vjfDg97QPU7J6mIUQQgOFj4jF6YiJMrgY8/f0bMNv7tlWOU3ShxFSBtKSEfqqSyLspezk9bTKZUFNTAwAQRRF1dXVYt24d3n//fdx///0IDw9vu3bdunVYsmQJwsPDcddddyEiIgJffPEFHn74YXz22WfYtGkT9Ho9nn32Wfz973/Hli1b8MwzzyA3NxeRkZGw2Wx4/PHHsXDhQlx55ZUIDw/vNDhu374ds2bNQkBAAH7zm98gIiICW7duxfLly/Hll1/i66+/hk6nAwDcf//9ePLJJzF58mQ88cQTqKysxJ/+9KcuP7cgCJg/fz5WrlyJ4uJiJCS0fi/54osvIEkS6uvrsWfPHowZMwYAsHHjRlitVlx55ZUAgPXr1+Pqq6/GqFGj8Ic//AH+/v44ePAgVq1ahblz52Lv3r3Izc3Fn/70JwQFBeGDDz7AAw88gHHjxgEA7HY7Lr74YmzduhW//OUvcc8996CsrAwrVqzAhAkTsHHjRkyePLmtXofDgeuuuw533XUXQkNDERcX163/fRkafYBSpYBao4TD7pK7FKI+0WhVmDIrHcnpYdhfewRv7f0vRPTPGsSChlJkJE7u+kIiH6DoZSPMFVdc0en9U6ZMwQMPPNB222w244477kBISAj27duHiIgIAMBvfvMb/OEPf8ATTzyBJ598Eg899BCuuOIKvPfee9iyZQuuuOKKttG1qqoqPP7448jLy8MNN9zQ6ftKkoRbbrkFQUFB2Lt3L0JCQgAAv/71rzFt2jTcdttteO655/D73/8eJ06cwD/+8Q/Mnj0bn376KZTK1gGXa665BuPHj+/ysy9YsAArV67EZ599hl/96lcAWkNjfHw8SkpK8NVXX7WFxg8//BBarRZz584FACxfvhyRkZH47rvvYDQa214zPT0dv/nNb/Dpp58iNzcXs2fPxrfffosPPvjAbf3os88+i82bN2PdunW4+uqr256/bNkyDB8+HLfffrtb44woirjrrrvw//7f/+vyc52N85Y+QKEQoDdo5C6DqE9CwoyYd81IJKaH4H/HPsObe9f3W2AEWtc1SkoF9OyiJoLSoEdvdvd+6qmnsHHjRmzcuBGff/451q5dizvvvBPbtm3D2LFjcerUKQCtI20NDQ2488472wLjGX/5y1+g1+uxdu3aPn+Offv24eDBg7jssssgiiJqamra/sybNw86nQ7vv/8+gNYg53K5sGzZsrbACAAjR47ExRdf3OV7zZw5E35+fvj8888BtAbWjRs34tprr0VycjK++uqrtvs//vhjzJ49G35+fgBaR0P379/vFhhtNhsUp/fKNJvN533vNWvWICgoCDNmzHD7jCqVCnPnzsWhQ4dw5MgRt+fMmjWry8/UHkcafYAgCNDr1TA3dFy7QeQNUjMjMPmiNLjUdjy3/VWUN1b2+3uUmivhkJwIGjkCltKyfn99Im+iMvq1rgXpoTFjxnTonr7mmmuQlZWFO++8E48++iief/55nDx5EgCQ28k6YoPBgJSUlLZr+uLo0aMAgBUrVmDFihWdXnNmSvvM+6Wnp3e4JicnBx9//PF530ur1WLOnDn48ssv4XQ6sX//flRVVWHWrFmoqanB2rVrYbfbsXfvXlRWVmLhwoVtz1WpVCgqKsIjjzyCQ4cOobCwEAUFBW3rIMUudnU4evQoLBaL2/R/Z58zKyur7XZkZOR5X7MzDI0+QKEQoDN0f5NWIk+hVCowbkoyskfEoKylDC9teQt20TEg79XisKC6uQ4RaakD8vpE3kTlZ4Sg7L/18DfccAPuvPNObN68GUDraNv5uFwuaLXaPr/vmbC1dOlSXHXVVZ1eo1a7/3w8uwmn/et05YorrsD69evx448/YsuWLdBqtZg6dSpqa2vx6quvYuvWrfjqq6+gVCpx+eWXtz3vj3/8Ix5//HEkJydj6tSpmDlzJvLy8uB0OrFgwYJufc7k5GSsXLnynNeMGDHC7bayF//7MjT6AgGcniavY/TTYvolmYiMC8T3Zdvw4ZEvu35SH+XXFyM2Km/A34fI06n9/aBQ9V9EOBO6zky3pqa2/nJ28OBBLFq0yO3alpYWFBYWdjri11NnurUlSeowHSuKItavX4+UlBQAP48wHjlypG3t4Rnd3Srosssug0qlwueff45t27Zh8uTJ0Ov1mDlzJgRBwFdffYUPP/wQU6dORVhYGACguLgYTzzxBC644AJs2rQJGs3PP6/PdI1353OWlZVh2rRpHULwli1b0NzcDIPB0K3XOh+uafQBAlqnp4m8RXRcEOYvHomwWCNe379uUAIjAJSYygG9Fip//0F5PyJPpQ4K6tfXe/311wGgbW3g7NmzERAQgH/961+oqqpyu/bRRx+F1Wp1C5NnRsXOHvHr7L72xo4di6SkJLzxxhs4duyY22MrV67ENddcg9WrVwMAFi5cCLVajaeeego2m63tukOHDuGTTz7p1ucMDg7G1KlT8eGHH+KHH35oC6oRERHIy8vDmjVrsHfvXrep6bq6OkiShMzMTLfA2NLSgueeew4A4HT+vP9sZ5970aJFaGxsxBNPPOFWT1lZGebPn4/rrruuLbD3BUcafYBCKUDHkUbyEsNGx2Hs5EQ0io149ofXYbI1Dtp7l5gq4BRdCBo1AjXffT9o70vkaVR+xq4v6sTGjRtRWlradttqtWLTpk1Yt24dEhIScN999wEAAgMD8cILL+CXv/wl8vLycMcddyAiIgIbN27EBx98gDFjxrRdC/y8/u7vf/875syZgyuuuKLtvg8++ACJiYluQewMpVKJVatWYd68eRg3bhyWLl2KtLQ07NixA6tXr0ZqaioefPBBAEBCQgL+9re/4b777sPEiRNx4403oqGhAc8//zxCQkI6hNtzWbBgAX77298CcG82mT17Np566ikA7l3mubm5SEtLw+uvvw6j0YgRI0agvLwcr732GioqKgC0njXd/u/ixRdfRHl5OW644Qbcf//9+PDDD/Hggw9iz549mDlzJurr67FixQo0NDTgrbfegl6v71b95yNIXS0soCHhyP4KfPWx7x23RN5DrVFiyswMJGeE4VD9Uby55/1+7Y7urj9MXQb9yQrkr3xl0N+byCMIAoYv/ys0PTju76abbmobTTybwWBAYmIi5syZg/vvvx9RUVFuj3/33Xd4/PHHsWXLFthsNqSmpmLJkiX43e9+17Z3ItA6hXvttddi165dSExMbBs1vPfee7F69Wo4HA5s2LABSqUSM2bMwJ/+9Cc8+uijbc/fu3cvli9fjm+//RYmkwlxcXG47LLL8MADD3Soad26dfj73/+OgwcPIjQ0FHfccQcsFgv+9re/oaCgwG1D7c4UFhYiOTkZQUFBqK2tbRvh++KLLzBnzhyMGTMGO3fudHvOyZMncf/992Pz5s1obGxETEwMpkyZgoceeghTp06FRqPByZMnIQgCTCYTrr32WnzzzTfQ6XQoLS2F0WhEU1MTHnvsMbz33nsoLCxEUFAQRo0ahfvvvx8zZszo8L/V8ePHkZaWdt7P0h5Do48oKazDhnf2yF0GUaeCQ42YMTcLgWF6fHR8I74v3iFbLYuHzcMoQyIO/+UR2WogkpPSaEDug3+COjBA7lLIw3B62kcYjJyeJs+UkhGOyRelQdI48e+dr7WuK5RRsakco6NyAYUC6GbHJNFQog4MhKBkywN1xNDoI7Q6NRQKAaLIgWXyDAqFgLGTk5A7OhaV1lN4cfObsDntcpeFElMFXJAQOCwHpn0Hun4C0RCjDQuF0I+d0zR08KvCRyiVAvwDdDBxg2/yAAY/DabNyUJ0fCC2lu3A/458IXdJbSoaq2Bz2RE4bBhDI/kkbVgYgJ5v7E1DH0Ojj1AoFPAP0jM0kuyiYgMxbU4m9P4q/Gf/euyvOtL1kwaRS3KhxFSO9MQEuUshkoU2LBQKNeMBdcSvCh8hKICAQF3XFxINoNyRsRh7QRKa0YQnt6xCvdUkd0mdKmwoQ2ZiotxlEMlCFx3dr6fB0NDB0OgjlAoFAoL6vkcTUW+oNUpcMCMdKVnhONZwAq/ufleW7XS6q8RUDkmpgD4uDpaz9pwjGvIEAdrznF9Mvo2h0UcoVQoEhfT9CCGingoM1mPG3GyERBjwaf4mfFOwVe6SulRqqoBDciJo5AiGRvIpmuAgKDQ8QYw6x9DoQ4JDe7fDP1FvJaWF4YKZ6RC0Lry48w0UmrwjgFmcVlQ31yEyPRUVchdDNIi04eGcmqZzYmj0IVqdClqtCjabs+uLifpAoRAwemIiho+JQ5WtGi9ufhMWp1XusnrkZH0xYqPy5C6DaFBpwkIh9MMZxTQ0MTT6EKWytYPadmrwzvIl36M3aDBtTiZiE4OwrXI31h/8VO6SeqXUVA4kjIMqIABOs1nucogGhTYsjCONdE78dcKHKBQCAoLYQU0DJyI6APMXj0RUoj/ePvQ/rw2MQOsm307RheBRI+QuhWjQ6CIjoFBzTSN1jqHRhwgCEBjIDmoaGNl50bhk4XDA6MA/tr6EvRUH5S6pT+osDWi0N8E/M0PuUogGjS4qSu4SyIP1KDTedNNNEAQB33zzzQCV4/nO/B2cOHGix8997bXXIAgCXn755QGorGtKlRIBwQyN1L9UagWmzs7ApBlpKGwpxPJvn0dNS73cZfWL/PoS6OJi5S6DaFAoDQaoDNxlg86Naxp76I477sCsWbMQ1Yvfxi688EK8+eabmDRp0gBU1jWFQkB4ZIAs701DU0CQHjPmZiE00ogvCr7BV/k/yF1SvyoxlWNMVC6gUgFONpDR0NZ65jTXM9K5MTT20KRJk3od+lJSUpCSktLPFfWMX4AWWp0KNit/AFLfJKSEYuqsDCh0Il7a/R/k1xfLXVK/KzGVwwUJgbk5MP20T+5yiAYUm2CoK1zT6GNUKgVCwvzkLoO8mCC0bqcz87JsmIV6LN/8ryEZGAGgorEaNqcdgbk5cpdCNOC04WGtZ84SncOAfnUcPXoUS5YsQUREBLRaLdLT0/Hggw/CYrG4XScIAu68806sWbMGI0eOhE6nQ3x8PB599FFIkoT33nsPo0aNgl6vR1paGp566qkO73X48GEsWbIEkZGR0Gg0SElJwe9+9zvU17uvrUpKSsIll1yC7777DtOmTYOfnx8CAwOxcOFCHD16tMvP1H5N4zfffANBEPDnP/+5w7VTpkyBIAhtt8+1pnHTpk2YO3cuQkNDERgYiIkTJ2LdunUdXu/tt9/GxIkTYTQa4efnhwsvvBAffvhhlzWfTVAICA3nJt/UOzq9GrMvz8WoiQnYU7MfT21ZCYvT0vUTvZRLcqHYVAZDEs+hpqHPkJjA02DovAYsNG7fvh3jxo3D5s2b8Zvf/AbPPvssJk2ahOXLl+Oiiy6C1eq+0e+GDRvwm9/8BgsWLMDTTz+N4OBgPPjgg1iwYAGWLl3adr9er8d9992HtWvXtj138+bNGDNmDD7++GPcdNNN+Oc//4kpU6bgmWeewfjx41FdXe32XgcOHMDcuXORnZ2NZ555Btdffz0++OADzJkzBy6Xa6D+Sjr1+uuvY9asWThy5AjuuecePPbYYxAEAYsXL8aLL77Ydt3999+P66+/HgEBAXjsscfwl7/8BY2Njbj88svx7LPPdvv9VCoFQiM40kg9Fx7pj/mLRyI2ORBrD23A2gM9+4XFWxWZyqAIDZK7DKIBJajVMCQmuA10ELU3IGsaJUnCLbfcgqCgIOzduxchISEAgF//+teYNm0abrvtNjz33HP4/e9/3/ackpISbNmypW294KRJkzB69Gh8/PHH2LFjB0aPHg0AmDp1KoYPH46PPvoIixcvhiiKuOWWWyCKIrZt24bs7Oy295o8eTJ+/etf4/e//z1effXVtvcqKyvDW2+9heuuu67tPovFgtdeew2bNm3C7NmzB+KvpYPm5mbcddddSE9Px44dOxAQ0Nqkcuutt2LUqFF4+OGHcfvtt2P37t148sknsWzZMvz73/9ue/4999yDOXPm4P7778eiRYsQFxfX5XsqFApERrMZhnomc1gUJlyYCrvCgn9sXYnqllq5Sxo0JaYKSEoF9AnxsBSXyF0O0YDQx8ZAqdXKXQZ5uAEZady3bx8OHjyIyy67DKIooqampu3PvHnzoNPp8P7777s9JyEhwa3B5Ez4S0tLawuMAJCeng6gNfgBwJ49e3DixAksWbKk7Tln3HHHHUhKSsL69evdRhC1Wi2uvvpqt2vHjh0LAKisrOzrx++2L774Ao2NjfjVr37VFhjP1Ldhwwb88MMPUCqVWLNmDQBg8eLFbn+XJpMJixcvht1ux0cffdTt9zX6a2Ewavr989DQo1IpMGVmOi6YmY4SawmWb37epwIjAJSaKuAQnQgawSMFaegyJiawCYa6NCAjjWfWBq5YsQIrVqzo9JrCwkK32+23sFGpVJ3erzz9RS2KIgDg5MmTAIDc3NwO7yEIAnJzc/Hxxx+jpqYGkZGRAICQkBCo2+14rz39G9ZgTk/n5+cDALKysjo8lpaW1vZ/n/n7nDZt2jlfq/3f5/koVUqERfihuKCu288h3+MfqMOMS7IRFm3EV0Wb8cWJ7+QuSRYWpxWnmmsQnZaKCrmLIRogxuQkKDQcTKDzG5DQeCbQLV26FFdddVWn17QPbe1vn9HV+gpJks77+JkQqD1r2F0xSIexO7vY183hcADo+jOe+ft8//334e/v3+k1CQkJ3a5LoRAQFunP0EjnFJcUggtnZ0BpAF7e8zaO1xXKXZKsCupLEB/F4wRpiFIoYExOhjBIPxvJew1IaExOTgbQGuhmzZrl9pgoili/fn2/7VeYmpoKADh4sOORZZIk4fDhwwgICEBQUFC/vF97Z0ZEbTZbh8e6muo+8/d09OhRXHrppW6PvfPOO/jss8/w17/+te266OhoTJw40e26EydO4MiRI/Dz635zi0qlQATXNVInBAEYOS4BIyYkoN5Zhxe+fwNN9ha5y5JdibkCSBwPVWAgnCaT3OUQ9St9dBRUBp4WRl0bkF8rxo4di6SkJLzxxhs4duyY22MrV67ENddcg9WrV/fLe40aNQopKSl4++23cfjwYbfHVq1ahaKionOOdvaHmJgYAMCuXbvc7v/uu+9QVFR03udefPHFMBqNWLVqFZqbm9vut9vteOyxx/C///0P0dHRWLRoEQDg4Ycfdhu9dDgcuPnmmzF//vy2NZ7dIQgCwqP8oVCwS45+ptWpMHNeLkZNTsT+2oN48vsVDIynlZjK4RRdCB7JdY009BgSEiCoeNYHda1XXyVPP/003nnnnU4fW758OUJDQ7Fq1SrMmzcP48aNw9KlS5GWloYdO3Zg9erVSE1NxYMPPtinws9QKpV4+eWXcemll2LChAn49a9/jeTkZGzduhVvvvkmkpKS8Pjjj/fLe3UmJSUFU6ZMwddff43Fixdj9uzZOHbsGF566SVkZmaed+/H4OBgPPvss/jVr36F0aNH45ZbboHRaMR//vMf7Nu3D//5z3+g0Wgwc+ZM3HrrrXjllVcwceJEXHvttdBqtfjPf/6D7du3Y9myZRg3blyP6tZoVAiL9EdVhbmvfwU0BIRF+GH63Cz4B2ux/sjH2F62V+6SPEq9xQSzvQn+mZmo/naz3OUQ9StDUiKEcywRIzpbr0Lj+TaU/sMf/oDQ0FDMmjULP/74I5YvX45XX30VJpMJcXFxWLZsGR544IFend18LjNmzMC2bdvwyCOPYPXq1TCbzUhISMD//d//4YEHHhiwqekz3n33XfzhD3/Axx9/jA0bNiAvLw9r1qzBJ5980uWG4bfddhvi4uLwxBNP4JFHHoFKpcKIESPw2WefYc6cOW3XrVq1ChMnTsTKlSvx0EMPQaVSISMjAy+//DJuueWWHtesVAqIjgtkaCSk50Ri0rRUOFQ2PPvjy6hsru76ST4ov74YY+OS5S6DqH8JAvzTUqBg5zR1gyB11UlCbm688Ua88cYbOHnypOznSPeFJEkoPFmLT977Se5SSCZKlQITpqYga3g0ippLsHLn23CKPJP8XCbGjcKVWXNw8P8eALpociPyFtrwcGTedw/U52iyJDobFzH0UENDAwCcs4vZWwiCgPBIf2i1Kths/AHoa/wDdJh2SRYiYvzxbfEWfHL8a7lL8ngl5go4ISJwWA5Me/fJXQ5RvzAkJkDBqWnqJobGbvr444+xdetWbNy4EYmJiQgPD5e7pD5Ta5SIig1EUb5vbdbs62ITg3Hh7EyojcDqvWtwtDZf7pK8QkVjFaxOGwJzGRpp6DAkxrMJhrqNXynd9N5772Ht2rXIzMw854bl3kapEBAVx9DoKwQBGD4mHqMnJsLkasDT378Bs71J7rK8hiiJKDGVIyMpUe5SiPqNf3oaFAyN1E3cybObXn31VbS0tGDPnj2YMGGC3OX0C5VaifikULnLoEGg1apw0aU5GDclCQcbDuOJ719kYOyFwoYyKEKC5C6DqF+oAwOhCQ6WuwzyIvz1wsf5B+rgH6hDo8kqdyk0QELCjZhxSTYCQrX477FPsbVkt9wlea1SczkkpQKGxAS0FBXLXQ5Rn/ilp3I9I/UIQ6OPU6kUiI4LQqPp/KfXkHdKy4rApBlpcKnseG77apQ3npK7JK9WYqqAQ3QiaEQeQyN5vYDcHAg8b5p6gKHRx6nUCsTEB+HYQYbGoUSpVGDclGRkj4hBWUsZXtryFuyiQ+6yvJ7VacOp5hpEp3rvdltEAKDQ6RCQkcH9GalHGBp9nEKhQGxCMBQKAaLILTuHAqO/FtPnZCEyLgDfl/6ID49+JXdJQ0p+fQnio0bKXQZRnwRkZUKp18ldBnkZNsIQdHo1omID5S6D+kF0fBDmXzMSYbEGvL5/HQPjACg1lQM6DVSB/DdD3isgN5tHB1KPMTQSVGoFElLYRe3tho+Ow5wFuXBoLXjihxdwqOq43CUNSSXmCjhEF4JHjZC7FKJeUWg1CMjO5lY71GMMjQSVSonk9HAoFILcpVAvaLRKzJibjXFTk3HEfByPb34BJluj3GUNWfUWExptTfDPzJC7FKJe8U9Ph9Kgl7sM8kL8NYMAAAajBlGxgSgvaZC7FOqB4FAjZszNQmCYHh8e/wLfF++QuySfkF9fjLFxbIYh7xSQm82tdqhXONJIADhF7Y1SMsJx2dV50Ico8K8drzIwDqJiUxngbwA4vUdeRlCrEZCbw6lp6hWGRgLAKWpvolAIGD81BdMuyUSNWI3lm59HqblC7rJ8SompAi5ICBqeK3cpRD3il5YKldEodxnkpRgaqc2ZKWryXAY/DeYsHI5hY2LxY8VO/HPraticdrnL8jmVTdWwOm0IzM2RuxSiHgnIyeLUNPUax6epzZkpaq5r9ExRsYGYNicLugAl3tz/Hg5UHZW7JJ8lSiKKTWXITEyQuxSibhOUSgQNH8bQSL3GkUZqwylqz5U7MhZzrhgGl96Kv//wIgOjByhqKIMiNEjuMoi6zZiaApWfv9xlkBfjSCO5YRe1Z1FrlLhgRjpSssJxtOEEXtv9LkSIcpdFaF3XKCkUMCQloqWwSO5yiLrEqWnqK4ZGcqNSK5CYGsbQ6AGCQgyYMTcLweEGfJr/Fb4p+FHukugspeYKOEQngkbkMTSS51MoEJSXB4WGoZF6j9PT5EalUiI1MwJqDQ+xl1NSWhguu3oEjKEqvLDzdQZGD2R12lDZVA2/VO7XSJ7PPz0N6oAAucsgL8fQSB3oDWokp4XJXYZPUigEjJ2chBlzs9CAWvxt879QZCqTuyw6h4KGEqgi+W+FPF/oxPFQaDVyl0FejqGROlCrlcgcHi13GT7HYNTg4gXDMGJ8PHZU7cHTW16GxWmVuyw6jxJTBaDTQhXIrarIc2lCgnnWNPULhkbqQFAICI/0R2iEn9yl+IzI6ADMu2YkohL98fbB/2L9oU/lLom6odTUuq4xePRIuUshOqfgsWOh0GnlLoOGAIZG6pRKrUR6VqTcZfiE7LwYXHLlcMDowFNbXsLeykNyl0TdVG81wWxrgn9mhtylEHVKUKsROnE8lFqGRuo7hkbqlFqtRFo2G2IGklqtxNTZGZg0IxUFzYVY/u3zqLXUy10W9VB+fTF0sTFyl0HUqcBhOVAHcfkE9Q+GRjonnUGDpFQu8h8IgUF6XLooD+m5Efi84Gus2rWG+y96qWJTOeBvALhejDxQ6MSJHGWkfsPQSOekViuROSxK7jKGnMSUUMy7ZiQCwjVYsftNbCrYIndJ1Aelpgq4ICFo+HC5SyFyo4uJhjE5EYKCP+qpf/Aric5JoRAQERWAkDCj3KUMCYIgYMykRFx0WTZMQj2Wb34eBfUlcpdFfVTZVA2r04bA3Gy5SyFyEzJ+LEcZqV8xNNJ5qTVKpGezIaavdHo1Zi/IxcgJCdhd8xP+sWUlt9MZIkRJRFFDGfSJ8XKXQtRGqdcjZMwYKDTcm5H6D0MjnZdKrUR6ThS0Oq7X6q3wSH9cvngkYpMC8c6hD7DuwMdyl0T9rMhUBkVokNxlELUJGjkCKj/OElH/YmikLukNamTmcm1jb2QOi8Lcq/Ig+Dnxj60rsbvigNwl0QAoMZVDUihgTE6SuxQiQBAQOnkiFJyapn7G0Ehd0mhVyBkZC6WKXy7dpVIpMGVmOi6YmY4SSzGWf/cvVLfUyl0WDZAycyXsohNBeXlyl0IEY0oy9NFREARB7lJoiOGcI3WLX4AOaVkROHqgUu5SPJ5/oA4zLslGWLQRXxZ+h40nN8tdEg0wq9OGU03ViElNlrsUIoROGM+1jDQgOHRE3aLRKDFsVBx/c+1CfFII5l8zEoFRWqza8xYDow/Jry+BKipc7jLIx6mDghA4PBcKtVruUmgIYmikbhEEAcGhBiSlhcpdikcSBGDU+ATMnJ+DZpUZj3//L5yoK5K7LBpEpeZyQKuBKihI7lLIh4VPmwql3iB3GTREMTRSt6k1SgwbHSd3GR5Hp1dj1rxcjJqciH21B/Dk9yvQZG+RuywaZCWmCjhEJ4JHj5S7FPJRmpBghE4YD6WWU9M0MBgaqdsUCgUiogIQkxAkdykeIyzSD/OuGYG41CCsP/IR1uzfIHdJJJMGqxlmWxP8MzLkLoV8VPj0C6EycpSRBg5DI/WI+vTaRgIyciJx6ZV5UAVIeObHl7G97Ce5SyKZ5dcXQxcXLXcZ5IM0YaEIGTeWDTA0oBgaqUeUSgXiEoIRFukndymyUaoUmDwjDVNmZaDMXo7l3z2HU83VcpdFHqC4oQzwMwAqbkxBgyti+jSoDBxlpIHF0Eg9ptYqkTfGN49M8w/Q4dKr8pA1IhrflG7BC9vfgFN0yV0WeYgScwVcEBE0YrjcpZAP0YaHI2TsaI4y0oBjaKQeU6mUSEoNQ0R0gNylDKrYxGDMu2YkgqN0WL13DT49/rXcJZGHOdVUA4vDhsCcbLlLIR8ScdE0KDnKSIOAoZF6RaNTYcykRLnLGBSCAOSNjcfs+bmwqJvw+Pf/xtHafLnLIg8kSiKKTeXQJybIXQr5CF1UJIJHj+K+jDQouPCGekWpVCAmPhhxSSEoLayTu5wBo9WqMGVWBpLSQ/FTzSG89dN/5S6JPFxRQylyUngyDA2OiJkzoNTr5S6DfARDI/WaRqvEmEmJKCuqgyTJXU3/Cwk3YsYl2QgI1eK/Rz/F1tLdcpdEXqDYVA5RoYAxJQnN+YVyl0NDmC4mGkF5wznKSIOG09PUawqFAuGR/kjJiJC7lH6XlhWByxaNgCYIeG77agZG6rYycyUcogNBI0bIXQoNcZEcZaRBxpFG6hONVoVRExNReKIGLpcodzl9plQqMG5KMnJGxKCkpRQrt7wNu+iQuyzyIjaXHZVN1YjlFDUNIH1cHAKHD+MoIw0qjjRSnwiCgOAQAzJyo+Qupc+M/lpcsnA4ckbFYHP5j/jXttcZGKlXCupLoIoMk7sMGsIiZ82AUqeTuwzyMQyN1GcarQojxydArVHKXUqvxcQHYf41IxEWa8Dr+9bho6NfyV0SebESUwWg1UAdHCx3KTQEGRITEZCTzVFGGnQMjdQv/AK0yB0ZK3cZvTJ8TBwuXpALu7YFT/zwAg5VH5e7JPJypeYKOEQngkePlLsUGmoUCsQumMe1jCQLhkbqFxqNCsNHx8HPXyt3Kd2m0Spx0dxsjJuSjCPm43hi84sw2RrlLouGgAarGSZrI/wz0uUuhYaY0EkTYEhKhIJHVZIMGBqp3xiMGoybkiJ3Gd0SHGrEvGtGIjEzFB+e+AKv73kPIry/kYc8R359MTSxMXKXQUOIOjAAUXNmQ8VRRpIJQyP1G5VaieT0MMQlhchdynmlZIbjsqvzoA9W4F/bV+P74h1yl0RDULGpHIKfgecBU7+JvmwuNIGBcpdBPoyhkfqVVqfCxAtToFJ53peWQilg/NQUTJuTiRpXNZZvfh6ljZVyl0VDVKmpAi64EDh8mNyl0BDgn5mBoFEj+UsIycrzfrKTV1MoFAgONWL46Di5S3Fj8NPgkiuGY9iYWGyt2Il//rgaNqdd7rJoCDvVXAOLw4aA3Gy5SyEvJ6jViFkwDyqDQe5SyMdxJS31O41Whbyx8cg/Xg1TvUXuchAVG4hpl2RB56/Em/vfw4Gqo3KXRD5AlEQUmcqQnZAgdynk5SKmTYU+OhqCguM8JC9+BdKA0BnUmHBhqtxlIHdkLOYsHAaXzoq///AiAyMNqqKGMihCuAaNek8bHo6Ii6ZzI2/yCAyNNCBUKiXik0KQnBEuy/urNUpMvyQLE6al4HjjSTz23b9RbzXJUgv5rhJTOUSFAGOKd+wqQJ4n5vLLoPLzk7sMIgCcnqYBpNWpMH5KMsqK6mC3uQbtfYNCDJgxNwvB4QZ8cvJLfFu4bdDem+hsZeZKOEQHgkYOR3N+vtzlkJcJGpGHgOwsnvxCHoMjjTRgBEFAYJABI8cnDtp7JqWFYd7VI2AMVeHfO19nYCRZ2Vx2VDZVw48jjdRDSr0e0fMv5ckv5FEYGmlAqTVK5I6MRVTswK7rUigEjL0gGTPmZqEOtfjb5udRbCob0Pck6o6C+hIoI0LlLoO8TOSsi6ANC2PzC3kUfjXSgNPpVZgyKwNqjXJAXt9g1ODiBcMwYlwcdlTtwTNbXobFaRuQ9yLqqRJTOaDVQBMSLHcp5CX0cXEImzIZSq33HMtKvoGhkQacQqFASKgB4wfgiMHI6ADMu2YkohL98dbB/2L9oU/7/T2I+qLEVAGH6ETQqFFyl0JeQFCrEbdoIZTck5E8EEMjDQq1RoXMYVFISOm/abrsvBhccuVwSAY7ntqyAj9VHuq31ybqLyZbI0xWM/wz0+UuhbxA9KVzYExMgELFPlXyPPyqpEGj06txwUVpqK40w9Li6PXrqNVKTJyeivScSBw3ncTqXesgQuzHSon6V359CcbHMDTS+QXk5iBsygXck5E8FkcaadAIggD/QD0mz+j9D8/AYD0uu3oE0nMj8HnB13h51zsMjOTxik3lgJ8BCq5Ro3NQBwUhftGVPCqQPBpDIw0qtVqJpPQwpOdE9vi5iSmhmHf1SPiFq/Hi7jewqWDLAFRI1P9KTOVwwYXA4blyl0KeSKFA/OJF0ISGsFuaPBq/OmnQabUqTJiaCv/A7k3BCIKAMZMScdFl2TAJ9fjbd8+jsL50gKsk6j+nmmpgcdgQkJsjdynkgSJmTEdAZgY38SaPx9BIg04QBBj9NZgyMwOCcP5rdXo1Zi/IxcgJCdhV8xP+sWUlLE7r4BRK1E8kSChqKIUhIV7uUsjDGFOSETV7JjfxJq/A0EiyUKmUiE0MxvAx5/4hGh7lj8sXj0RMUgDeOfQB3j3w8SBWSNS/Ck1lEIIHdpN78i5KowEJ114NlZ9R7lKIuoWhkWSj1aowZlIiouODOjyWNTwac6/Mg+DnxNNbV2F3xYHBL5CoH5WaKiAqBBjTUuUuhTyBICDuqoXQRUZCUA7MwQdE/Y2hkWSl02sw7eJMGPw0AACVSoEpszIw+aI0FFuK8ei3z6O6pVbmKon6rtRcCYfoQFDeMLlLIQ8QOnE8gkbkQaHRyF0KUbdxn0aSlUIhIDBYj2kXZ2HrNydw4cWZCIsy4svC77Dx5Ga5yyPqN3aXHRWNVYhP6f+Tkci76KKjEDPvMm6vQ16HoZFkp1IpEZcYjPmLRwIaESt3v4WT9UVyl0XU7woaSpEUPUbuMkhGCo0GCUsWQxXgL3cpRD3G6WnyCBqtChqjAh8c/ZyBkYasUlM5oFVDE9p/x2mSd4medykM8fE8JpC8EkMjeQytUoNLM2Yg2i9C7lKIBkSxqQIO0YmgkSPkLoVkEDJhPMImT4RSx5OByDsxNJLHEAQBgboAXDdiAQxq7llGQ4/Z1ogGqxn+mTyH2tf4paUi9or5UBm5vQ55L4ZG8igqhRLR/hG4OvcyKAR+edLQk19XDG1stNxl0CDShoch8folUPtzHSN5N/5UJo+jUWqQG5GOWalT5C6FqN+VmMsBowEKTlH6BKVBj6Rf3gBNaCj3YySvx9BIHkmn1mF68kSMis6VuxSiflViqoALLgQNHy53KTTQFAokLFkMQ0I8FGo2vpD3Y2gkj2VUG3BlziXICOW+djR0nGqqgcVhQ0BOltyl0ACLmX8pAoflcgNvGjIYGsljCYIAf60/luRdjvgArgGjoUGChMKGEugTzn3uOnm/sCkXIHzqFCh1OrlLIeo3DI3k0RSCgCBdAH4x8kqEG0LkLoeoXxSZyiGEBMpdBg2QwLzhiJl/GTulachhaCSPp1QoEWYMwS9HLUKAlt2H5P1KTOUQBcCYniZ3KdTPjCnJSLj2aqj8/eQuhajfMTSSV1ApVIjxj8AvRi6ETsWuU/JuZebK1k2+hw+TuxTqR9rISCT98nqoAwMhCILc5RD1O4ZG8hpqpRpJQfG4Lu8KqBXsRCTvZXc5UN54Cn4pyXKXQv1EFRCA5Jt/2bq1joI/Wmlo4lc2eRWtSoPs8FRcmTsXAvibPHmvwvpSKCPD5C6D+oFCp0PyTb+APjqaZ0rTkMbQSF5Hq9JidPQwXJZ5kdylEPVasbkc0KihCQuVuxTqgzOB0ZiSDIVGLXc5RAOKoZG8kl6tw5SEcZiWNFHuUoh6pdRU0bqucdRIuUuhXlLodEi++Zfwz8qEUsu11jT0MTSS1zJo9JiTdiHGxubJXQpRj5ltTai3mODPDmqvpNDpkHzLjfDPzGBgJJ/B0EhezU9rxMLsORjH4EheKL++GNpYblzvbdoCYwYDI/kWhkbyev5aPyzMvgST4kfLXQpRj5SYKwCjAQodg4e3UOr1SLn1JvhnpEOp5fGA5FsYGmlI8NMaMT9rNi5MmiB3KUTdVmqqgAsuBOUNl7sU6galQY/kW2+CX3o6RxjJJzE00pDhpzFgbvp0XJRygdylEHXLqaYatDisCMjOlrsU6kJbYExL4wgj+SyGRhpSjBoDLk6dikvSpnEfR/J4EiQUNpRCnxgvdyl0HkqDAcm33szASD6PoZGGHINGj+kpk3BZ5kUMjuTxihrKIAQHADxFxCMpjQak3HYz/NJSodQwMJJv43cpGpIMaj2mJo7HguyLGRzJo5WaKyAKgF9qqtylUDtKoxEpt94MY2oKAyMRGBppCNOrdZgcPxqLci+FQuCXOnmmMnNl6ybfecPkLoXOojQaW0cYGRiJ2vCQTBrSdGodxsWNgEqhxLsHP4ZTdMldEpEbu8uB8sZTSEhJlrsUOk0TFoqkG38BY0I8FAyMRG04/EJDnk6lxaiYYbgu7wpolfwBQJ6noL4UygieQe0JjMlJSFu2FMbEBAZGonYYGskn6FRaDI/Mwm1jr0WwLlDucojclJjKAY0amvBwuUvxacGjRyHl9lugiwiHQq2Wuxwij8PQSD5Dq9IgJTgBS8dfj4TAWLnLIWpTYq6AQ3QieNQIuUvxTYKAyItnI37JNVAHBUFQKuWuiMgjMTSST1Er1YgwhuHWMYsxMipH7nKIAACNtibUW0zwT0+TuxSfI6jVSLhuMaIumQ21nx8EgbstEJ0LQyP5HKVCiSBdAK4ZPg+zU6dySx7yCPn1xdDERMtdhk9RBQQg9Y7bEDJ2LFR6vdzlEHk8hkbySYIgwE9jxKzUKViSdzkbZEh2JaZywKiHQqeTuxSfoIuJRvqdS+GfngaljudIE3UHQyP5NL1ah1HRw3Db2GsRpAuQuxzyYSXmCrjgQtCI4XKXMuQFZGchbemvoIuOZoc0UQ8wNJLPa2uQGXcDEgJj5C6HfFRVUy1aHFYEZGfLXcqQFjblAiTd9AtoQkOgUHGrYqKeYGgkQmuDTKRfGG4dcy0bZEgWEiQU1JdAnxAndylDkqBUInbhAsRecTnUAQEQeNY3UY/xXw3Rae0bZHj0IA22YlM5hOAAgIGmX6kDA5B8600Iv3AKVEaD3OUQeS1+ZyI6y5kGmdlpU3HbmMUI1nMjcBo8JaZyiALgn54qdylDRsCwXKT/9i4E5uZAySYjoj5haCTqhE6lRWZYKu6ccCPyIrPkLod8RJn5FOyiA4HD2QzTVwqNBjFXXI6kG2+ALiKCDS9E/YCrgInOQa1UI8wQgiV5C5BWloRPjn0Nq9Mmd1k0hDlEB8rNp5CYnCR3KV5NFxONhGuvgSE+ntvpEPUjhkai8xAEAUaNAZPixyAxKA7vHvgIpeZKucuiIaygoRQpsePkLsM7CQLCLpiE6Esvgcrfn93RRP2M09NE3aBVaRAfGINfjb0eUxPH8xQZGjAlpnJAo4YmPFzuUryKyt8fyTf/ErELr4AmOJiBkWgAMDQSdZNKoUSQPgDzMmfiplGLEKD1l7skGoJKTRVwiE4Ejx4pdylewz8rExm/vQtBI/KgMvA4QKKBwtBI1EN6tQ65kZm4c8IvkRXGLlfqX432ZtRZGuCfniZ3KR5PUKsRPe9SJN9yI3RRkWx2IRpgDI1EvaBRqhHhF4ZfjrwK8zJnQq1Qy10SDSH59cXQxETJXYZH00VFIu03SxE5cwbU/v7crJtoEPBfGVEvKQQF/LRGTEuagLsn3YSM0BS5S6IhosRUARj0UOg51dqBQoGwCyYj7a5l8EtN4d6LRIOIK4WJ+kir0iIuIBo3jV6EnyoP49Nj38Bsa5S7LPJiJaZyOOFCUF4e6rZtk7scj2FISkTsgvkwJCZAxUBNNOgYGon6gVKhhJ/GiHGxI5ARmoIvT27GttK9ECVR7tLIC1U316HFYUFATiZDIwCVnx+iLrkYIePGQmnQszOaSCb8l0fUjzRKNcKNIbgiew5GRQ/DhiMbUWqukLss8jISJBTWl2J4QrzcpchLEBAyYRyiL7kY6qBgKLVsdCGSE0Mj0QDQq3VIC03C0vE3YGvxLnyV/wNPk6EeKTKVIS8tA1AoANH3Rqz18XGIvWI+jMnJUOp0EATujUokN4ZGogGiUigRoPXD9OSJGBaZiU+OfY39p47IXRZ5iVJTBUQB8E9PR+PRo3KXM2iURgMiZ89C2KQJUBoMnIom8iD810g0wLQqLaL9I3Fd3hU4Un0CHx39CrWWernLIg9XZq6EXXQgMG+Yb4RGQUDwmNGIvvQSaEKCodTyzGgiT8PQSDQIFIIAo0aPvKgspIQk4PuiHfiheCdaHBa5SyMP5RCdKDefQmJyktylDDhdTDRiF8yHX1oalHpORRN5KoZGokGkVqoRrA/ExWlTMSF+FL4r3IZtJXtgc9nlLo08UEFDKVJix8ldxoBR+fkhfMaFCL9gMpRGI6eiiTwc/4USyUCr0iJCpcW8zJm4IGEsvinYih1l++AUnXKXRh6kxFQOJKuhCQ+Hvbpa7nL6jcrPD2FTJiPsgslQ+ftxKprISwiSJElyF0HkyyRJgs1pQ1VLHTbl/4C9FYe4vyMBAPw0Rvxh6q/R+NnXqPx8o9zl9BnDIpF3Y2gk8hDi6fBY0XgKX578HgerjkMC/3n6unsn34bg8kac+NeLcpfSa0qjEeFTJiNsymSo/P0ZFom8FKeniTyEQhCgV+uQFByPG0ZciWJTOb48uRnHagvkLo1klF9fjEkx2XKX0StKoxFhF0xG+FSGRaKhgKGRyMMoBAUMGj3SQ5MQHxiNk3VF+Cr/BxTUl8hdGsmg2FSOSbGjoTAYILa0yF1Ot7SGxUkIn3IBVAEMi0RDBUMjkYdSKpQwagzIichASkgCihvKsaVkFw5VHYNTdMldHg2SElMFnHAhKG846n707HOolUYDwiZPQvjUKQyLREMQQyORh1MplPDTGJEZlork4HjUWRqwtWQ3dpXtR7PDO0aeqPdqmuvQYrcgICfLY0OjKiAAoRPGIWzqBVD7B0CpY1gkGooYGom8hFKhgF6hQ6w6CvMzZ+KilMnYU34A20r3orJp6GzHQu4kSChoKEFefJzcpbgTBPilpiBk/DgEDs+FUq/nyCLREMfQSOSFtCottCotpiZNwPi4kTheW4CtJbtxrKaAHddDULGpHCPSMgGFAhDl3Y5JaTQieNRIhE6aAF1kBBQaDRRqtaw1EdHgYGgk8mIapRoapRp5UTnICkvDqeYabCneib0Vh3jKzBBSYiqHKAD+GeloPCLPOdSGpESEjBuL4JEjoDToodBqedwfkY9haCQaAlQKJVQaPZLUcYj2i8DFaRdiR+lP2Ft5iFPXQ0C5+RTsogOBecMHNTQqdDoEjxyB0EkToI+JhkKr5agikQ9jaCQaQgRBgE6thU6txay0KbgwaQJKzZXYU3EAB04dRaO9We4SqRccohNl5kokJScOyvvp4+IQMm4MgkePgsrPCIVGA0GhGJT3JiLPxdBINERplBpolBpkhKUgKTgOl2bMwNGafOytOIijNflw8Jxrr1JQX4rU+AkD9voqfz8EZGchZPw4GBISoNRqodBwVJGIfsbQSDTEKQQBOpUWOpUWY2KGY3hkFprsLThYdRQHq47hZF0R9330AiWmciBFBW1kJGynTvXLa2pCguGfnYXAYbkwJiedDoocVSSizvHsaSIf5XA54RAdaLI1Y/+pIzhYdRz59cUQJXm7c6lzfhoD/jB1GRo/+xqVn2/s9evooqMQkJWJwLxh0MfEtHY/MygSUTcwNBL10UcffYTXXnsNO3fuREVFBfz9/TF27Fj8+te/xoIFC3r9utOnT8e3334Lh8MBlWpgJwUcLiccLgfMtkYcqj6Ok3XFKKgvRpOdm4d7knsm3YqQymaceP6F7j9JEGBISEBAdiYC84ZDGxYGhUbdGhTZ/UxEPcDpaaJeamxsxM0334z169dj5MiRuOWWWxATE4PS0lK88cYbuOKKK/Db3/4WzzzzjNyldkmtVEGtVMGg0SPUEILJ8WNhd9lR1ngKR2vyUVBfjBJTOaexZZZfX4KomOwurxNUKhiTkxCQk42g4cOgDgyEoFZx820i6hOGRqJeuvXWW7F+/Xo89thj+MMf/uD22B//+EdcdtllePbZZ5Geno5ly5bJVGXPnQmQOrUWATp/pAQnwCk6YXFYcaKuECdqC5FfX4yalnq5S/U5JaZyIG40FAYDxBb3UWBteBgMiYnwS01GQE42VEY/KNRqNrMQUb/h9DRRL3zxxReYM2cOrrzySqxfv77Ta4qLi5GamorU1FQcPny4x1OBgzk93V0u0QWH2DqVXWdpwJGafOTXFaGgvgRWp03u8oa8cEMIfjvpVtSu+wDNBQUwJCbCmJQI//Q0qAL8oVCrIahUUHjI1wsRDS1c+UzUC2+88QYA4O677z7nNQkJCdi3bx/279/vFhhLS0tx++23Iy4uDhqNBnFxcbj99ttRWlra5fs+++yzEAQBc+bMgcViabt/+/btmD9/PkJCQqDT6TBs2DD84x//gMvVv9PJSoUSOpUW/lo/JAbF4aLkSbhp1NX407Q7cffEm7Eg+2KMjxuJ+MAYqBUc4eovGqUGSUFxyAxPhUN0InbhAmTc+1skXHs1wqZMhj42Bmp/fyh1OgZGIhowHGkk6oX09HQUFhaiqakJ2h6sEzty5AimTp0Ks9mM22+/HcOGDcO+ffvw8ssvIygoCN9//z0yMjIAdBxp/Oc//4nf/va3WLBgAdauXdv2vhs2bMCiRYuQkpKCm266CX5+fti4cSM2bNiAhQsXYv369YPW8OB0OeGSXHCeHpGsbq5FcUM5KhpPoaKxCpVNNXCIjkGpxVupFSqEGIIQ7ReB2IAoJAXHIdIvHGqFGiqFAmqFGgp2OhORDBgaiXrBaDTC398flZWVPXrezJkzsWnTJnz11Ve46KKL2u7/7LPPMHfuXEyfPh1ff/01APfQ+MILL+D/+//+P1x77bV4880326arW1pakJiYiISEBGzZssUtwD744IN49NFHsXbtWlxzzTX98Kl7x+lywim52qa2q5pqUGwqPx0iq1FvMaHZ3gIJvvWtyKg2INQQjDBDMEINwQg3hiDKLwJB+oDWYyEVKigFBdRKjtgSkWfgPAZRL6hUqh5P/dbU1ODrr7/G9OnT3QIjAFxyySWYNm0avvnmG1RVVSEiIqLtseeffx733nsv5s+fj7feesttlGnjxo2oqanBvffei8bGRjQ2NrY9tnjxYjz66KN4//33ZQ2NKqUKqrO+1QTpApASkgCn2BokXZIIh8uBBqsZNc11qLM0oMFq/vmPxQyL0ypb/X0hQECQPgBhhpC2cBhpDEOkfzgMKh2UCiWUCiUUggCVQg0Ft8AhIg/G0EjUC7GxsTh69ChsNlu3p6fz8/MhSRJyc3M7fXzYsGH49ttvUVBQ4BYa7733XigUCuzevRtmsxlBQUFtjx09ehQA8MADD+CBBx7o9HULCwu796EGkUqhgkrh/u0n1BCMlOAEOEQnJEmEKElwSSJE0QWby446SwNqmutQbzXDZDXD6rTB5rTD5rL//H877bC77AN2RKIAAVqVBka1AUaNHga1HgaN/vRtA4xqPfy1Rvhr/eCnMUKv1kEpKKBSKCEICigFJdRKftslIu/E715EvTBt2jQcPnwYW7ZswYwZM8553dKlS2E2m/H444+jq5UgZ0Yu24fQu+++G3l5ebjttttw9913tzXhAIAotp7e8tBDD2HKlCmdvq6/v3+3PpMnEAQBmnNMx4YbQ5Eemgynywnp9GS2JEmtf9D6XxESJEmESxJhd9phddphcVphcVjR4rDA7mpdT6kQFBAEAUpBAYUgQCEooTz9X4VCcdb9rUFPoVBAr9LBoNFDJShPP//MNcLp2hWtj3G9IRENUQyNRL2wZMkSrFixAs8///w5Q2NFRQVeffVVGAwGvPLKK9Dr9QCAgwcPdnr9wYMHIQgC4uLi3O7/xz/+AZVKhbVr1+LNN9/EokWLcPnllwMAkpOTAQA6nQ6zZs1ye15jYyM+//xzREdH9+mzehKFoIBGpenVcyVJajsiUYCA1v8n8FQUIqJu4q/ERL1w4YUXYuHChfjvf/+LJ598ssPjZrMZixYtgt1ux1/+8hfo9XqEh4e3rVv86quv3K7/4osvsHnzZkyfPh1hYWGdvueqVavg5+eHX/3qV6itrQUAzJkzB/7+/vjnP/+J6upqt+uXL1+Oq6++Gp988kk/fWrvJgjCz2sIFYq20UYiIuoedk8T9VJDQwOuuOIKfPvttxg9ejSuuuoqhIeH4/jx43j99ddRVVWFO+64Ay+++GJbODl06BCmTJmC/7+dO2RNPQzDOHx3cWuCW7AO7BrtmmXZomGs2UxWs8lm++s3sMhAZF9gaWlVWB3IigsHTjmDNxw4B8Z15ectT/qFl+fj4yPj8TjtdjsvLy9ZrVap1+s5Ho+5u7tL8v1x7+VymcfHx9zf36eqqiS/bkaORqM0Go1MJpPc3Nxkv99ns9mk0+lkv9+nVqv9nyUB8GOIRvgLn5+fqaoq6/U6r6+vOZ1Oubq6SrfbzcPDQ/r9/h9v3t7eMp/Ps9vt8v7+nmazmcFgkNlsltvb299z30Xj5XJJr9fL4XDIdrvNcDhMkjw9PWWxWOT5+Tnn8zmtVivD4TDT6TTX19f/ZhkA/GiiEQCAIn8aAQAoEo0AABSJRgAAikQjAABFohEAgCLRCABAkWgEAKBINAIAUCQaAQAoEo0AABSJRgAAikQjAABFX5dgXW3w/TnuAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', explode=[0.1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, if we want to explode the third (\"Coke\") and fifth (\"Orange juice\") wedges and explode them different amounts, we use:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', explode=[0, 0, 0.05, 0, 0.15])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Shadow" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can apply a really ugly shadow to the pie using keyword `pie_shadow` (or `shadow`). Please don't ever use this feature unless you are intentionally wanting a bad-looking plot." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', explode=(0,0.1), shadow=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Start angle" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, the pie wedges will start referenced from 12 o'clock and be positioned in a clockwise fashion. You can change the starting position using keyword `pie_start_angle` (or `start_angle`) which defaults to 90." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', explode=(0,0.1), start_angle=0, percents=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Counter clockwise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can force pie wedges to be arranged in a counter-clockwise fashion using keyword `pie_counter_clock` (or `counter_clock`):" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', explode=(0,0.1), start_angle=0, percents=True, counter_clock=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can control the wedge colors using the following keywords (shorthand in parentheses):\n", "\n", "* pie_colors (colors)\n", "* pie_edge_color (edge_color)\n", "* pie_edge_style (edge_style)\n", "* pie_edge_width (edge_width)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.pie(df, x='Liquid', y='pH', filter='Measurement==\"A\" & T [C]==25', \n", " colors=['#FF0000', '#00FF00', '#0000FF', '#F0F0F0', '#0F0F0F'], \n", " pie_edge_color='#FFFF00', pie_edge_style='--', pie_edge_width=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks like trash...yay!" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "697px", "left": "0px", "right": "1152px", "top": "119px", "width": "211.989px" }, "toc_section_display": "block", "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }