{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following illustrates some options for the boxplot in statsmodels. These include `violin_plot` and `bean_plot`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import statsmodels.api as sm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bean Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following example is taken from the docstring of `beanplot`.\n",
    "\n",
    "We use the American National Election Survey 1996 dataset, which has Party\n",
    "Identification of respondents as independent variable and (among other\n",
    "data) age as dependent variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Group age by party ID, and create a violin plot with it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Age')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['figure.subplot.bottom'] = 0.23  # keep labels visible\n",
    "plt.rcParams['figure.figsize'] = (10.0, 8.0)  # make plot larger in notebook\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                'label_fontsize':'small',\n",
    "                                'label_rotation':30}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                     plot_opts=plot_opts)\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "#plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def beanplot(data, plot_opts={}, jitter=False):\n",
    "    \"\"\"helper function to try out different plot options\n",
    "    \"\"\"\n",
    "    fig = plt.figure()\n",
    "    ax = fig.add_subplot(111)\n",
    "    plot_opts_ = {'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                  'label_fontsize':'small',\n",
    "                  'label_rotation':30}\n",
    "    plot_opts_.update(plot_opts)\n",
    "    sm.graphics.beanplot(data, ax=ax, labels=labels,\n",
    "                         jitter=jitter, plot_opts=plot_opts_)\n",
    "    ax.set_xlabel(\"Party identification of respondent.\")\n",
    "    ax.set_ylabel(\"Age\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmQAAAHcCAYAAAB4YLY5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAADt5UlEQVR4nOydd5wb1fX2n2ka1e3rdS9gik0Hg2kBmxJKIGBCD78UQjpvYpIACcX0TgIkDiGEEAihhGaKaQF3sLGxMWBj477eviutukaaUbnvH2uZ9VraVRnNXGnv9/NJwLvSvYfxlDP3PPc5HCEEDAaDwWAwGAzz4M0OgMFgMBgMBmO4wxIyBoPBYDAYDJNhCRmDwWAwGAyGybCEjMFgMBgMBsNkWELGYDAYDAaDYTIsIWMwGAwGg8EwmZIlZBzHPclxXA/Hcev7/ayO47j3OY7bsuuftf1+9weO47ZyHLeJ47gzShUXg8FgMBgMBm2UcoXsKQBnDvjZ7wEsIITsB2DBrj+D47ipAC4FcNCu7zzKcZxQwtgYDAaDwWAwqKFkCRkhZCkA74Afnwfg6V3//jSA8/v9/AVCiEoI2QFgK4BjShUbg8FgMBgMBk2IBs/XRAjpBABCSCfHcSN2/XwMgI/7fa5t188GpaGhgUycOFH3IBkMBoPBYDD0Zs2aNR5CSGOm3xmdkGWDy/CzjD2dOI77CYCfAMD48eOxevXqUsbFYDAYDAaDoQscx+3M9jujd1l2cxw3CgB2/bNn18/bAIzr97mxADoyDUAIeZwQMo0QMq2xMWOSyWAwGAwGg1FWGJ2QvQHg+7v+/fsAXu/380s5jpM5jpsEYD8AqwyOjcFgMBgMBsMUSlay5DjueQAzADRwHNcG4BYA9wJ4keO4HwFoAXARABBCvuQ47kUAGwAkAPySEJIsVWwMBoPBYDAYNFGyhIwQclmWX52a5fN3AbirVPEwGAwGg8Fg0Apz6mcwGAwGg8EwGZaQMRgMBoPBYJgMS8gYDAaDwWAwTIYlZAwGg8FgMBgmwxIyBoPBYDAYDJNhCRmDwWAwGAyGybCEjMFgMBgMBsNkWELGYDAYDAaDYTIsIWMwGAwGg8EwGZaQMRgMBoPBYJgMS8gYDAaDwWAwTKZkvSyHO52dndi0aROqq6txxBFHmB0OYxhBCMHKlSuhqiqmT58Oq9VqdkgMBoPBGAKWkJWINWs/xftfroEtlmQJGcNQEokEnn39VfA2C8aPH49JkyaZHRKDwWAwhoCVLEuEqmkYs+9EaFrc7FAYw4xkMglBFOCqrUEymTQ7HAaDwWDkAEvISkRMVSFbrYgn4iCEmB0OYxiRSCTACwJ4QUAikTA7HAaDwWDkAEvISoQa1yDJFvCCAE3TzA6HMYxIJpPgBB4cz7EVMgaDwSgTWEJWImKqClGSIIgi4nFWtmQYR3qFjBN4tkLGYDAYZQJLyEpEOiHjJZGtkDEMJZlM7i5ZshUyBoPBKA9YQlYiYrEYREmCaJGgqqrZ4TCGEYlEApzAAzxbIWMwGIxygdlelIiYpkKy9JUs2QoZw0j6SpY8OCbqZ5iAx+OBpmkQRREjRowwOxwGo2xgCVmJiMVifaJ+i8hWyBiG8vUuS44lZAxDicfjuOfhP0KqcUH1B3HbdTegqqrK7LAYjLKAlSxLACHkaw2ZyBIyhrGkS5a8IEBjG0oYBqJpGogo4ISLzoHktLN7H4ORBywhKwHxeBzgOQiCAF5iCRnDWBKJBDheAC8KiMdZuZxhHJqmgRcFAADP5BoMRl6wkmUJUFUVokUCAAhM1M8wmLSGTBAEaHFWsmQYRzweBy/2PVaY5Q/DaFKp1G6ZhiRJ4DjO5IjygyVkJUBVVQjphEwSEY3FTI6IMZxIlywFUWQlS4ahaJoGQep7rPAiM8VmGMtLr76Cj9auBiEE3zzhZJz7rW+ZHVJesISsBKQtLwBAki2IKIrJETGGE30JmQBBEBBXWELGMI6BCRlbIWMYicfvw8FnnIS4qqLX7TM7nLxhGrIS0LdCZgEAWGQZClshYxhIX9lIgCAK0BLsgcgwjng8Dk7YpSFjptgMg4lEFVisMiRZhhKNmh1O3rAVshIQi8UgWPoOrWSxQIn5zQ2IMayIx+PArpIlW6FgGAkT9TPMRIlGYZFlgBD4lYjZ4eQNS8hKQF9C9nXJMlyGJwajfIkn4hAEgWnIGIbTv2TJiTx7IWAYiqL0rZABKEupEEvISkA0GgW/KyGzyDLcZbh0yihf1F0u6WyFjGE08XgcnPT1LssY22HOMIhUKoWYpsIiy+DAlWVCxjRkJSASVSDKuzRk1vKsZTPKFy0eh7BLQ6YyHzKGgaiqCl7oe6yIkoSYyvSzDGOIRqMQJBEcx0GSLVDjGpLJpNlh5QVLyEpARFFgkfuJ+llCxjCQeCIOPr3Lkq2QMQwkpqkQdu0wFy0SomyFjGEQ0WgUotxXruQ4ru+FoMw21LGSZT8WL16MxYsXFz3O5+u+QMwm4pOFywAQbFu9DnMwBzxfXP47Y8YMzJgxo+j4GHSi5/mn2kXYnE54tjQjEdJn6Z6df4yhiMVUiLtKlqIkQQ2zhIxhDIqiQLLJu/8s2WQoigKHw2FiVPnBErJ+6PXAefSf/4AweRRGTxwPAFj01Iu47rfXwel0Fj02o3LR6/x74t9PIT62Dg2jRmDNy+/g1ptvLXpMBiMX1LgKUd61QiaKiKpBkyNiDBcURdltNwWgz/qizHRkrGRZAiJKBLL160xdsEiIsrIlwyB2a8gEEXHWOolhIFFVhWT5umTJdvkyjEJRFIjWrxMywWphCRkDCCsKLFbr7j+LsoUlZAzD0NK7LCUR8bgGQojZITGGCaqq7u5SwkT9DCOJRCLg5a8TMlEuv4SMlSxLQERRIO+RkMksIcuTL9Z9gS3btmH6tKMxduxYs8MpK9R4nxcUz/MAxyGZTEIU2aXOKD0xTYVdTGvIRKhM1J8X4XAYHyxciGQqiQnjx2PakUeZHVLZEI6EYemnIROsFoTDYRMjyh+2QqYzyWQSalyD1C9TF2Sp7DJ1s/l4zWq88+kKbNmyxexQyg5Ni+9OwHjmRcYwkJiqQrT0WyFjTv150dXVhaVfrsWGiBtLVnxkdjhlRSAc3mMhRLLKCEVYQjasiUajkCwWcBy3+2cCWyHLGy0eh6ummvloFYAW1yCIaXNOZn3BMA5V1SDtKllKFomtkOWJqqpw1VZj4oH7sWOXJ8FwCFa7bfefrTYbAqGQiRHlD0vIdEZRFEj9BP0AIFktZZepm40Wj8NilaFpLJnIF03TdlsPsBUyhpGo2p4aMpWtkOWFqqrgJRGSxcI83PJkYEIm220IltlzlyVkOtO302PPhEy2WREqs1q22WhxDbLNylbICkDVtN0PRZ6tkDEMJNZP1M8LApKpVNm5pZvJHglZmZmamk0oHIZs65eQ2awIhstrhYwpfXVGUb5um5RGtlkR9DM/nnzQNA1WWzU09oadF6lUCslUErwgAAAESWTHkDEkepgSE0KwbMFCtPk9uyUbO9aux5w5c3aXMQtluJgSx2Ix8JIE0SJB1VQQQvaQvzAyQwhBKBLZIyGz2mwIRyImRpU/LCHTGUVRIFgHJGRWK0LhDpMiKk+0eBwOmxVqiCUT+aBpGnhR2H0T51n7JEYO6JHwxONx+JMqTvvx5bt/tvjfL+O6X/0W1dXVRUY4PFBiUUiyBJ7nwYsCNE2DLMtDf3GYE4/HkSSp3R54AGC12xAKh8sqqWUlS50Jh8N7JWRWuw1BVrLMC03rK1nGmI4iL+Lx+G5BPwDwbIWMYRCqqu5x7gFshTZflFgM0i63edFiKbtejGYRiUT20m4LogjwXFltjmAJmc4Ew+E9TGGBvpJluMzEhWYT0zTIdhu7meeJpmm7mzsD2P2WzWCUGk3TwEsDEzKJnX95EIkqsOySvAhl2BzbLCKRCCSbda+fSzYrImVUtmQly348/PDDeO2114oao7unG3GR32O3BwD4Orrx8cIlRS2dnn/++Zg9e3ZR8ZUDyWQShBBYZBneYSTq10PHEwqF8PEXa9HW0wUA6GpuQfuqdRgzZkzR8Q0XHc9wRI9zLxwOY8Xnn6Ld3b37Z+2btkJp6UJtbW1RYw+Xc0+JRiHJfcdKlIePbUix55/H48EX27egubVlj5+3bdyCO93+okrmRp57LCHrx+zZs4tOeOb+4++QDxyHkeP3dJdf9NSLuPWa61BVVVXU+MOBvlUesW/b/DC5IQH6XPg7d+6E9dUXcOwFZwEAPl/2MWZOOggnnHCCDhEyKhW9zj2537kHAJ+8tQCXn3IWDjzwwCIjHB4oUQX1u0qWw6kHcrHn36effor5n63AEad+Y4+ff/L2Alw240xMmTKlyAiNgZUsdSYYCu61OgYAFrutrJZOzSQej3+dkA2jFTI9GFg24kWB6fAYhpCpZMlLwrB6qSoWJRqFZZcWipUscyccDoOX997JK8iWsnrusoRMZwIDzOnSiFa57PpqmUV6p6AoilBVlpDlQ/rYpREtrMEzwxjSHlr94UXWzzIflFh0t4aMl5moP1dCkTAsGTRkorW8EjJWsuxHsXXsVCqFxYsWoMXbA2BPrVjn9ma412/BqFGjCh5/uOgo0sJ00SJBY148eTHwoShZLFDYTZ1hAKqq7vEyAAC8hSVkuUIIgRKNQdplc8FbxGFTsrz66qsxf/78gr8fjkSQ4rC7j2qauKrhEY6H3W4veOxzzjkHc+fOLfj7+cASsn4Um/AEAgFEJGDG9y7c63dffLQS3xh7AE466aQiIhweaFpfL0ae5wGeRyKRKNpYcrigqiqEfjclySIhFhoeN3WGuaiqCt6yp+WPILEV2lzpW93mIewydZZlGWGlfFZ3imHu3LlFJT1//9c/gUkjMHrShD1+3vzVFtT6VFxx6eVZvkkXrGSpI+Fw5mVTALDYbPAFAgZHVJ70aVGY03whxGIxcCJbIWMYTzQWgyDtuUImWSREFPZCkAvRaHS3BxkAWKwyQhHFxIjKh0A4BDmDVEi2WREso5IlS8h0JBQKQcySkNmddvhCLCHLBU3Tvm79I7KELB+isShEy54JGeuJxzCCaGzPhAIALLLMXghyJBqNQpD7J2RWhBWmO86FcCQC2br3s1e2WREqIw9QlpDpSCgUguTInJDZHA742QpZTmiatrvsxowl8yMSi8HSr9WKyFbIGAYRiSqQBvTxlSwWRFW2QpYLfX2Qv752ZauMiMJWyHIhPKCPZRrZai2rfpYsIdMRf8Cf0S0YAGxOB3wBv7EBlSmapu0uu7GSZX5Eosoe/dwki4RojD0QGaVHicX2TshkCyJRllTkQt8K2dfXbt/qTvkkE2YRj8eRSCUhSntL4mWbdXc/y3KAJWQ64g34YXM6Mv7O5rDDHwqVzYlhJmlxK9C3bZ4lZLkTjX29SwvoKxmxkiXDCJRodI/VWWBXyXKY7BQsFkVR9tiQY7HKiERZQjYUiqJAssoZd+KLkgTC9SVt5QBLyHTE4/PB7nJm/J0gihAkkXmR5YCqqeB3rZDxEuvFmA9KVNnjoSjJFmhxDalUysSoGMOBjCVL2cISshyJRCLgrXtqyJRolF27QxCNRiEOOO/6I1llKGVS+mW2F/0o1odsyfKPUDtpTMZaNgC0btiMW4K3FNw+iXYfMj364QHAps2b0ZuK4Yvlq9C5rRnuLzajqamp6HFpP356oERjGNnv5sRx3G5zTluW85LB0OPaXfThMjRs+GKPF4JkIoG2dZvAx4pboaD92tWjD7LH40EUyT2qLP7OHqxdtmK3FUahVHIf5PQKWTZE2YJoNIqamhrjgioQlpD1o5iLnhCC3865ESd+7zt7aHj688nbC3DpyWdg6tSpRURJL3rdNF989WV0yEnse/AUrF30Ec4++GhMmzat+ACHAZFoZI+SJbDLrT8WYwkZIyt6XLvKrTfjmMvO3WO3GyEE7z/+LG6++eaikwqa0aMP8n9eeB7eGgmTpuy/+2dLn5uH6676BRobG4uMsHKJRqN7lHoHkk7IygFWstQJRVFAeGRNxgBActoRYDsthySmqrsFmpzAM6fvHEk7fVsGLN+LVrlsbkiM8iSVSiGqxvayveA4DqIkshZAORCMhPdqu2exWsum3GYWQyVk5dSknSVkOuH3+yFn0Y+lsTrs8Hh7DYqofOlLyPouMF5kGrJc0TQNnMBBEPdc+BYtrCceo7REo1GIFqmvu8YA2AtBbgTDIVgHrGILZdaL0QxisVjGxuJphDJaIWMly34UowOIRCLo8fsw/+VXs35GjcbAqwn88YEHC5qDdh2AXhqylWs+gdRYA0dVFdwdndhgcWDJkiVFj0u7DqVYotHoXuVKABDk8nlDNJsFixaiua11j5+d+o2TMXHiRHMCKhOi0SjELDoeUbawVZ4cCIZDmDTANkksI0G6WYSVyF6bSfrDW8pnhZYlZP0oRgfw4YcfYtGODTj8pGOzfsbb40bn8s/x+1//psAI6UavhOf+vzyMEdMPRn3TCGz5fD0mEjsuOO/8osetdLIt3QuyxG7qOfLR6lVwHjgBtl3NiFu2bMPE7dtZQjYEiqJkfBkAAFFmK2RDQQhBRFH2av/DWy1sZ/4QRBRlr1J5f0RL+XjhsYRMJ9y9vbBXZfYgS+OsqoK7txeEkIyeKYw+VFWDmDaGFUXEwqxkmQvRaDTjbiPBwhKyXAlHIpi6/767helKOIwQeyAOiaIo2VfIrGyFbCii0Sh4Udhr44PVZoU/GDQpqvIgGotCqs2+y9IiW8qm4wHTkOlEV68bzurB7SwsVhkpjrCb0xBocW23hky0SFDjTNSfC4qi7NELL43FWl793MwimUwiqql72Db0NScOmRhVeRCJRPZwme+PwFZ5hiQcDmfs8mJz2OEPs4RsMCLR6KCb6USLBQpbIRte9HjcmHzEfkN+TnY54fV64XAMvpo2nFFVFeKuC0yUJMSGyS7LYjV47e3t2OruwOaNX+3xc5/bg481YPWqT4qKr9I1eMqu0kf/1WvZZkMowjbiDEUkEoFoy7xKYbFZEQxXdlJb7LXr8/nw6aYNaO3q3OPnkWAIWo8PzZu3FhUf7dduMcfv409WQR5ZB7vLlfH3QZ8ffEDB1q82FzS+kceOJWQ6kEwm4QsG4BhihQwArFV9Cdm4ceMMiKw80eLx3SVLURQRHia7LIu98BcvXoyPOrfi0OOP2ePn7dubwTW78dMf/qjICCubTGU32WqFp8KTCT0IhIKwWDP38bXabAiEKvsYFnvtrlu3Di8vX4hpZ87c4+dBnx/b3l+BOddeX2SEdFPM8bv7oT9i7DeORG1jfcbfd7e2Q9nQjF/95OdFRGgMrGSpA36/H6LNmpPxocXlgKfXY0BU5UkymUQylQS/61gKkoiYNjxWyIolEAplfCjKNhvCCts6PxSKokAasMrT1+CZlduGIhAKwuqwZ/yd1WGHP8TKboMRDoch2jOULO12BNixGxRVjQ3u/ylbyqafL0vIdKC3txe26szLpQNx1lajs6e7xBGVL/F4HIIo7i4bSZIETSuPxrBmE8pgLAmkkwqWkA1FJBLZqyeebLMiHFFACDEpqvLAFwrC6sjcCcLKkooh8QcCsGQo+YoWCYlUknkxDkJMUwfXkElS2ZiLs4RMBzweDyxD7LBMU1VbjQ53T4kjKl/i8Th48euVRkEUocXZzSgXgpEw5AzCYKvNxnYK5oCiKBAGlCwFUQQv8GXjY2QWgWBwt1XIQGwOG/xB1qFkMHzBAGwZdMUcx0GyWRGq8JJvMWja15vAMiFKUtlUWZiGTAc6e7rhqMmtYbirpgbr3G5mfZGFvoTs69NSlET2dpgjoXAIIzMkZKJFQjwRRzwehzTIjWu4EwqHM+5SlWx97WtYL9Ds+IPBjAkF0Fcyj8ZiSCQSu7WhlUaxov5Vn66BUF+Vcad+28YtuMPtL6o5Nu2i/quvvhrz58/P+3uEEHj9Pjz71L8H/YwaVvDcP/5VUGznnHMO5s6dW9B386Uyrw6Dae/pgmvqhJw+a7HKgMgjGAyiurq6xJGVH+mSZRpBFKGyhCwnQpEIJmZIGtJv2YqisHNuEELhMKwZdDzirvY19fWZRcPDHVVVEU8msrqlcxwHi92GcDhcVFJBM8UmPHf+8X5MnHkMquvr9vrd6ncX4cLjT8EhhxxSRIR0M3fu3IKSnlgsht/fdRtOveqyrJ9JpVJY8PizeOTu+6lfBGElSx3o7OlGVR43Gmu1Cx4PE/ZnIlPJMplKIpVKmRgV/RBCEIpEMpYsgb5VHtYTb3AC4WDG4yexBs+DEgqFYLHbBn3YWew2BJnBaVZ8gcwlSwAQWMkyKwOfF5ngeR7gOCSTSYOiKhyWkBWJoiiIqipsztx9xeRqF3p6mI4sEwMvMI7jwAsCEomEiVHRTywWA8fv3Vg8jWSVWUI2BMFIeK/WNUBf6yl27LITDAYhOzPrx9JIditLyLKgqioSJJl1hdHqtMHr9xkcVXkwUOKSDV4UEY/TvznMlJIlx3HXALgKAAGwDsAPAdgB/BfARADNAC4mhFB/Frrdbthqq/JaCnXWVaOju6uEUZUvmd54eFFAPB6HZZB+ZcOdSCQCS4ZyWxqWVAxNKBRGtXXvhEy0sWR2MAKBQEbLhv6IDjsCASbsz0QwGBx0hdHudMDb6zc2KIN5+OGH8dprr+X9PU3T0NrViXffHFx/5u9yY/XCpQVpGM8///yCe1zni+EJGcdxYwD8CsBUQkiU47gXAVwKYCqABYSQezmO+z2A3wOg3g3P7XbDmqPlRZqqulq0fbmjRBGVN/F4fLcHWRqhTN5uzCQSiUDKYswJAIKVlSyHIqRktg2xWCvfab4Y/IEApCESMqvDhl4f9e/XphAMBmHJ4uEGAHanE95tlf0CP3v27IKSnvb2dsx9/mkcf9E5g35uyX9exQ0//xXq6vbW6NGEWSVLEYCN4zgRfStjHQDOA/D0rt8/DeB8c0LLj46uLthr8xNKV9fXoqO7i3kbZSAej4PLskLGyE4kEoFgzb6CaLFZEGReUFkhhCCiKH2bbgYg26wV7zRfDG5vL2wu56CfsVc54fF7DYqovOhLyLLv4LU5HehlJcuMJBKJvV7gM1EushfDEzJCSDuABwG0AOgEECCE/A9AEyGkc9dnOgGMMDq2Qmjt6kBVfW1e37Ha7YinUqzhbgYylyzZCtlQ9PUSzL5KIdtsCLDzLSvRaBSCJGbstiHbbQgyt/6seHxeOKoGrxI4qlxwe1lP0Ez4hyj52pwOBMMhtrEpA4lEAlwuCZnIl8UzxIySZS36VsMmAfADeInjuCvy+P5PAPwEAMaPH1+KEPOirasDhx97cN7fs9VWoaenB64sDVHLkWK9eACgtbUV273d2PjZut0/a9u4BbG2nqK3zNPuxVMM4SweWmmsdhsCPW4DIyovIpHIXn0s08g2K7pZyTIrHq8X+1btP+hnHC4nvKxkmRGPzwv7ICuMgiBAlC0IhUIVa1tT6LPD4/Hgi+1bsG37tkE/17ZxC9R2T0HHr9Kbi58GYAchxA0AHMe9CuB4AN0cx40ihHRyHDcKQMZtiISQxwE8DgDTpk0zteYXiUQQ1fLbYZlGrnGhu7sb++67bwkiMwc9TtwlS5bgw44tezTIXvnG//DDs2dV1LHSm0AoBDlD65U0VrsNPSypyIqiKIM2xw4z/V1GCCHwBXyDJhRA3wptLKFBVVXIcvbzdDji8Xlh33fkoJ+RnQ4EAoGKTcgKfXZ8+eWXeHHZ+5h21imDfm7l6+/hynO+g3322afACI3BDA1ZC4BjOY6zc33bSk4FsBHAGwC+v+sz3wfwugmx5UVPTw/stTUFmc256mvR1tVZgqjKG1VT97Ju4EWBufUPQSAchG0QYbDMkopBGUyD19fPMsw0nxkIhULgJHHQ1jVAn32N1emEj62S7UWvzwv7EC/1ksPGdqlmIJlMguOHTmM4nmc+ZJkghKwE8DKAT9FnecGjb8XrXgCncxy3BcDpu/5MNd3d3bDW5tYyaSDV9XVo6WjTOaLyJ6Zqe+l4eIGJ+ociEA7BMoiGzGq3IRQOsaQiC4qiZC1ZipKEFAf2UpABn88Ha9Xgq2NpZJeDJWQD6Gv944ejavDniOSwwe/3GxNUGZFMJoc0hgUATuDLQtRvig8ZIeQWALcM+LGKvtUy08jXC8XtdiPGpfDiY//Mey6SIgh0u/HmS6/mvMJmpB9KIRTqJdOfHrcbKk/2WO0J+wJ40/l00Xo72o9fMYTDYdQO0muxf1JRiSWjYvWLzc3NaAn1YuPn6zL+fucXGzBnzpyC+1lWqn7R5/PBMoQpbBrRaYPXW5k7LQs9/zRNw/Lly9AZGjxR7e3qxjosxIIFCwqKj/bzr9Dj197ejq3uDmz8Yv2gn+vYugOedVswYkT+ewWNPHZcOb8xT5s2jaxevdq0+R96dC6qDpuMEWNHF/T9Jc+8ght+8WvqvVGM5Nn/voDeahGTpnwtEv5syXKcvv/hOPbYY02MjG5+f8ctOOrCs2C1Z384losXjxm8+dZ8fKX6cOBRh2X8/fKX5uPqy76PMWPGGBwZ3SxYuAAru5txyPFHD/nZTWu/wGS+Cud/+9sGRFYetLe34y/PP4UTLjp38M9tbwbX7MZPf/gjgyIrDz7++GO8v/kzHH7y8YN+bs3/FmPWMSfjsMMyX99GwnHcGkLItEy/Y62TCoQQgrauTlQ3FP5ws9VWo7u7W8eoyh81rkGU9taQsZJldlKpFJRoNKsoPY1klVlPxiwEw+GsfUABQGCtpzLS5XbDWZObbMNZXYUuD2sZ1x+/3w9Llh6W/XFUueBhtiF7kauGjPmQVTh+vx+QBMhDPAQHw1rrQhdLyPYgpqp7CYR5UURMjZkUEf2kPbT4IW5MotXCkooshLL0sUwjyhKi0aiBEZUH3b0eOKtzS8hcNdXo9jDrlf74fD5YXEOXfB0uF3r9fqYBHUBfQpaD5KdMRP2maMho5eqrr8b8+YP3xEoTj8cRjip45u9PFDxfIh7HQ0kCpzM3Uew555yDuXPnFjxfOaBpGqwDdlmKogh1GAiqC9VRRCIRrFq7Gl2BwXUondt3oueLzRg1alRB8dGsQylWQ/bRyo/hGDsCtiyrFV07W9H68ecYN25cQePTfOyKoafXjXG1Gasve+GocsEb8COZTGY04B2OuHt7YXMNvUImyRYQgUMkEsn5eVFOFHr9bt+xA+0RP9av+nTQz3XtbMXOZavx9ttv5z1HpfuQUcvcuXNzTniWLF2KZa1f4bATC9c1+dy9aFu6Gjf85tqCx6g0YpqKugErZKJFQlRVTYrIOAq98Hfu3Anp1edx3AVnD/q5z5Z+jFP2OQgnnHBCgRHSS7E3zVvuvQsHnn1y1tWe9SvX4KjaMfjm6d8seI5KIxqNIqZpkHPc6CCIIiSbFYFAgOkYd9Hj9cAxsTGnz8pOB/x+f0UmZIVev+++9x4+D3Vi6tFHDvq5zz/8GDMmTMWJJ55YYITGwEqWBdLa0Y6quvxaJg2kqq4GPd7esqhtG0VMVSFaBiRkkgSVlSyzEo1GIeawc1KyWhBWWMkyE2FFGVR+INusCLFy7x54vV5Yq115+TBaq5zo7WVaqDQ9vb1Dtp1Kw2xD9iaRTIDnc1ht5cvD9oIlZAXS1l2coB/oa4lhcTrg8Xh0iqr8UTUV0oCETBomK2SF0uehlb1tUhqLVUaI9bPci0QigXgivteLQH9km5X1sxyA1+uFnEO5rT+WKmfFWl/kS58HmXdID7I0ktPGErIBaPE4hBx8yARBQDxB/8YwVrLsR64+WoQQbGvegernGgty6e9PyOvHwpdfz2kZmnYfLT16WS5a+AG293Ts8dYTCQYRd/vRvmNnUWNXqo4nGo2CHySZSCNbZYR62CrPQBRFgShbBr2WLVYZYYVtwOmP2+OBpSq/hMxW5US3mwn7gb4uBxDFvV5As2GvcqG7tzJf3gv1sOxxu6HxBNZBupQAgBIK4zlBQn1dfd5zGPncZQlZP2bPnp3Tgfd4PLjv8b/ipO/OKnrO9StW46iGcfjmaacXPZbZFJvwJJNJ9KoKTv/pd/d4OHp73Oha8QWu/9U1OkRZeShRBUION3WL1QolWpk39GKIRqOQhtgtLctWuMMsme1PZ093zjss07hqq9HZzBJboG+nvq06dz2Ys7oKPZvbSxiReeT67B1IJt/KTGxa+wX2E6px3rmD+72ZDStZFoDb7YYtR++doaiqr2E9LXehqipEi7jXSoVksSAaYxqybIQiEchZ2v70R5KZhiwTfRq8wUu+ss0KJco83PrT5XHDVVuT13dcNdXocjMvMqDP8kIaYmWnP87qKvRU6ApZoWiJHEuWogitDEqWLCErgO6eHsg1+ux0qaqrRWd3ly5jlTuqqkLI0KRYskjMh2wQlKgCKQdRv2y1QmFeWnsRjUYhyIOvMFqsMsKRCPOB2gUhBN3uHrjyfDF1VFfttr4Y7vR6vTl5kKWxu5zwBwPs2PUjHo/nZKEilEk/ZJaQFUBHdzecNdW6jOWqqYbb52UXGYBYLJZxpUKSZSjRGHsYZiESjcIyxAoPsCuxZSuNe5HWkA2GKElIgZTFTi0jUBQFWiqRs+VFGkEQINmZOB0Aeno9Oe+wBHYdu122IYw+4okEBHFo5ZUgCmWxQsY0ZP2YNWsWFi1aNOTnYqoKTuCHdEbPlYQWx5N/fnTI8WbOnIl58+bpMieNZCsdCYIAjucqtjF2mnyMifsTDAbBWaShl+4JQTQcwQtPPl3QZpRKNSbOZYUM6Cv5KoqC6mp9XsZoIt9zL5FIIBQJ47knn857LlWJ4vlH/wEpw2p4Nmg/9woRpbd1tENwWHNa3U4T8nix7M13825yX6kbwlZ8sgrWkfWwuwavWIV8fnABBc2bt+Y9B2suniNmNBcnhOC6W2/G9Mu/XVTbpP6smv8+rjjtHBxwwAG6jFeubNiwAS8s+R+OPvuUvX63+N8vY86vfluRD8NiufuhP2LsN45EbePQO4g++MdzeGDO7bBYhl5RGy68+7/38HlwaHPJD194A7/5wY/R1NRkUGT08vnnn+PVlUsw7YwZeX/3syXLcerkQ3H88YM3hK50brr7Dhx87il5rZKtXbAMZx86HdOm5dYdodK5788PYeRxh6JuxODmul0tbdA2teGXV/3EoMiyw5qL64iiKEggpVsyBgCSy8HMErFrpcKSedFWlC2sl2AWYmos563zoiRBGwZtqPIhouSmwWPn4Ne4PW7IVYXpaG1VTvQMc+/FeDyOUCQMmzM/2xDJaUcv83HbjabFIeZUshQRKwMvS5aQ5Ulvby9seW71HgpHtYt586Av2RWyGJyyh2F2tLiWc0LGiQJLyAYQUnLbpSqwBuO76XK74Sxwp7mrtgYd7uFtfeH3+2Fx2vOWvTirq9Ddy54VaVRNhZhD6VuUpLLoh8w0ZP3IRQcQDofhDvrxxosv6zavFlNBoioeeeihQT9Huw6gWMKRMKQsD0Zxl36nkilUR7F44QI0u7vA5XBzb/lyE+72hQvqh1epxrp9K2RDt0ET2KaI3XR5elA/cWpB33XVVGOT5wudIzKXfDVkiqKg29eLd15/M6954pqGREjBk3//R17fq9Rnh6rmlpBJFgmqRv8KGUvI+pGLOd3CRYuwomsbDj3+GN3mDXp92PbBCsy59ve6jVmOBCPhrKVgwWpBpMJ7CRaS8KRSKfSqEZz+0ytyEuqvePVt/Ow7l2P8+PEFRll5RKIKRuS0QsZWaYE+HW2Px4OJBa6Qpe0bEolETuWmciBfY9NVq1bh3S9X44hT8mt2HY0o+PSVd3DvzbflGWHlQQiBGo9DkIY+h0RJLIuEjJUs8yTfrcq54KhyodfvRyqV0nXcciMQCsFqz7x7SJD7fKAYe5JIJMALQs67JnlBYNYNA1CiUVhy0JAJksh83NCn9dRSSVgK1NEKggCLww6/369vYGVEr7cXcp5tpwDAarchqqpQy0APVWoSiQQ4Djn5kImSVBbHjCVkedLj9cBRrW9CJogiBFnq6202jAmGsydkVrsVwWF+fDIRj8fB5+BUnYYT+LIwSDSSaK4+brIFkQovm+eC1+uFrcpZVB9f2eUY1l5kXb0eOAt4sec4DlaXc1gfuzSapuXUMg7oe8Ymkinq/T4rY71YJ0488UQMZaORSCT6tDrF9RTfi1Qyhb/edf+gN7lp06bhww8/1HdiigiEQhiTxV/HarfB11PZhoiFeBklEgk0t7Xi/Xffy+nzIa8f7z71AhyO/N/OK1GHQghBVI3ltMvSIsuIhFhC5vP5YHHlf/70x+JywFtBuwXzvXZb2tpgqbJDLMB+JtTrw6JX3oDdnrvLfyVeu6qqgs+x5M1xHESLCFVV8zpuRsMSsn4MlewQQnDNTX/AyT+8KCchYT6sfmchLv7G6TjooIN0HbdcIIQgGA7DlqW3m9VuRyBY2T0/C2mw6/V6cfff/oyTr7ggp8+veW8xLjh2Bg499NACIqw8NE3L2eRZkmWEu4e3XQOQf8ufTFirHHBXUF/GfK/d62+fg2kXnQ1rAcnB2sXLccaBR2D69Ol5f7eSyNbZJRvCrrIlzQkZK1nmgaIo4ERe92QMAAS7bVi3xFAUBbzIZ22DYXM64AsO3+OTjWQyCV7I/TLmBJ76ZXsjicViOa9SWGTW5B4Auj09sBepo+2zb6ichCwfVFVFTNPybjuVxuqyw+NlvpV9127uz2JRtlC/S5olZHkQCoVgybKCUyyyw4rAME44wuEwLIO8udgcdgRDQdbPcgCpVConu4s0HM8P+80j/cknIZMsFkSYqB9urxfOIr0YHVUuuIdpUhEIBCA77QVr8BwuJ3qG6bHrTywWg5DH4kg52NawkmUehMNhSDb9HPr7Y7Pb4QsGSzK2URTqowX0Ge5+vnUTWjrbs35mx9r1uOmmm/Lqgdcf2n20Cjl+oVAIK9d9hpaO7MetP13NLWhdvhZjxozJOz6aj1+h514gEMDqDesGPe/SaKoK9+ZmaIH8N5fQfOyA3Pv4AkA0FoMgiUWJ+gkhSGpx3DPntpzGob2Pbz69QOPxOMJRBU/NfayguZLJJFJqHLfdeHPO36G9F2gh129nZyc2dbZi86ZNOX2+Y8t2+DfvRGPj4G2WBsJ6WeaI0b0sP/vsM7z2yVIc9c0Zuo/d0dyC5NZO/OJHP9Z97HJgzZo1mP/ZChx52klZP/PhC2/gmu9fhZEjRxoYGd20t7dj7vNP4/iLzsnp80x/siebN2/GM++/iWPOOX3Iz2oxFSueex0P3nanAZHRSSqVwjU3/wEzf3RpTnYDg7Hgn8/j7t/fTLWmpxSsXr0ab69blbcHWRolHMFn897DPTfdqm9gZcZHH32ERTu+xGHfODanz69dsAzfOuxYHHXUUSWObHBYL0udiEQiEHTsYdkfq92GUHj42jr4AwGIWSwv0lgcNgTLfBVRbwgh+ZUsObCybz9isVjOO7XEXW7fw/n4BYNBiFa56GQMAKwu57D0IvP6fZDshT9HbA47Iooy7P0EQ+FwXqJ+vgxan7GELA/CSgRSll6LxSJbrQgPY4+jXr8X9iG20ot2K0vIBpB3csBxwzqhGIiqquCzNLQfCM/zECSxLAwmS0UgEIA1z4bY2bA47MNyI1Ovzw+7q7DG7ECfhYPFzl5OQ0oElhw6bKSRZAv15uJMQ9aPoXzIkskkCACO19mEDAAIkEom8cAg5ZBK9iHz+HywTx416GcsDhu8/so1RCxER5HWQO1o2ZnT57tb2tBcuwrvvZebb1l/aNdBFYKqqjmbSwJfO35bS7RSbha5+miFw2F4gn68/t+Xip4z7A9i/hPPoKpq6A0CtPto5XPtrvp0DYT6Kjj/l5tmLxNtG7fgdk8ANTU1OX2+Eq/dUCQM66jcN5fINhuCEbqrUCwh68dQyc5Tz/0HkUY7xu8/Wfe5CSH44PFn8afb766Y/m750OvzYZ+q/Qf9jKPKBU8FmUkOpJCbZmtrK/728rM47oKzc/r858s+xqn7HoLjjjuugAgrj2gsmtdOLb5MWrDkS64+WkuWLMGH7Ztx6AnFaxA3rvkMB9ka8K2zcjt3aSafa/eOB+/HpFOOQXV9XcHzrX53Eb5z3Mxh7ScYCofhtI7I+fOy1YqQ11+6gHSAlSzzIJrHFvl84TgOgqUyb/ZDQQiB1++FzTn4Mr7d5YTbx7Z770UeFUhWrtwTJRqDlM8K2TC9RtP0+n2w6mT9Y3c60FvBK97Z8AcDsA9xrxsK0W5DOBzWKaLyJBQJQ87D9UC22xCgvP0eS8jyIBqLQSpRQgZ87SQ83AiHw+BEccgHY6WvkBVCvtYDXAHfqWSUPK9pfphryHr9Pthd+vTytTud6B1mPRlVVUWSpPIyNM2E7LDCF/DrE1SZEgqHs/Y+zoRssyIcoTuJHX61sUEYSkexs7UVco2zJE79ABDs6cVH89+DnKWvXiXpKPoTCATwyZdfoNM/+OoXIQQ7Pl0HLqrl1OpmILTrKAo5fsFgEKvWf56zhqyruRXNDZ/g3XffzTs+2o9fIUTVKKS63HUow13U7w340TRlnC5j2ZwO7BhmSUUoFIJksxb9UmRzOODz+fUJigLyvfelUiksWrQALb4e5NpYOplIoG3dJqQi+ZnDGnnfYwlZP4bSUdxy39048KyTinapzsaKV9/Gz75zOcaPH1+S8UtNoSfuunXrULV8IaadOXPIzy555hXM/sWvUVdXuP6CVgo5fh0dHfjzc0/hhFx9yBZ9hDOnHoVjjjmmgAgrj2gsBoulIefPD/cVMn8wgElFltvS2JwOBMOhPuuWYbJqG4lEYNHBXNzqsMHX4tYhIjrI994XCoUQFlKY+YOLc/5OWqd94403FmwuXmpYyTIP4ok4eB38d7LBCQLi8XjJxqcVbx7Niq1VTviGWZljMLg+Y7E8vjF8Hn65EI1F89KQCRYJmqaVMCJ6SSQSiChKXmWiwRAEAYIkIUK5FYGehMNhCHlYNWTDarMhRLkeqpQU0jUnbRdC8/nGErI80LR4SXdA8oIwLM3+uns9OTcrtjjtLCHrB8/zIKk8ErIUKajcW6nEVDU/CYIoUN8Pr1SkH4J6JvTDzew5EolAtOmQkJWBQL2UFNrGULLKVG+GYCXLfhxyyCHYuHFj1t8nk0lwd95TsvkJIbibuzbrDW/KlClYt25dyeYvlkI1ZKvWrIbQUI1VHywZ8rPu9k5sXrgCkyfnbz1CuwaqkOOnKAo++vSTnHoxAkDn9p3oWLUOb775Zt7x0X78CiGmqnmJ+iWLhGiMbrfvUhEOh2HRaXUsjWS3Uv2AzJVce4HG43EkSQpCsS/2BIhrGh770yMV0Qs0Vx+8NOFwGJ6QH689+0Je84R6fVjw4mt5tesyUrvNErJ+DJXs/OoP1+LUn3y3ZCsMa95bjAuOnVG23jKFPrDn3HsXppx9ck7avJ2btsDpieIHl19RQIR0U8jx83q9uPtvf8bJV1yQ0+fX/G8xZh1zMg477LACIqw88t05LUkSosNUQ5YWpOuJSPmKRa7kmuy89sYb2EZC2P/wQ4qec+G//os7r70BDoc+nRPMJFcfvDTLli3DkpaNOOzE3PpYpqGln2U2WO0iRwghIEBpyz08h1QqVbrxKSSRSMAfCuTcSsRZXYWeXk+JoyofeJ7PS0NGUkSXPoSVACEEWlzLy4JAtFgQHcYlS8Gmr+2PaJOHVckyFAnl5Z01GJJVploPVUoCoSBkW/6rtYJNRoDi840lZDmSTCZLLobmuOGXkPn9fsgOR86JrrOmGm6Phxmc7kIQBJA8zhmSSrGEbBeapoEXhbyua0mSoAzTkmUwFIKoc8uocjDr1JOQosCi0zEUZcuw1TP6Av6CDIptDjv8QXr7p7KELEcIIYABCdlwSzR8Ph/kIZqK98ciy4iTJKLR4flQHAjP83kl8YSJ+nejqmreWh5RlhDThmfJMhAKwubQV0NmtdvgC9H7gNSbiBKBRdZnlVGwWIbtfdAXCsJWQEJmddjhD9G7QsY0ZP24+uqrMX/+/Iy/62vv48cLTz9Tsvm1aAx/s8hZjWHPOecczJ07t2TzF0shovT29nZs7enAtm3bcv5O64ZNuOmmm3JqStyfShSlC4IAkmQrZIVuiPh4zSp05tGOKxoOI9LuRm97V15z0X7u5SKq7uzuQsoiFFQqykZcVZGMxPDU408M+jnaTbFzFaU3t+yEra66eFE/gLDXj3f+9RycOfjC0X788r1+lyz/CLWTxuR9LiqhMKKdHrRs3Z7zd4y8drlyXpGZNm0aWb16tSFzaZqGa2+fg9N+fHnJ5li78EOcfcgxmDZtWsnmoI233nkbX0Y9mHLU4Tl/Z/W7i3DRCafi4IMPLl1gZUI8Hsfvbrs55/Py49fexVXfvgiTJk0qcWT0097ejr88/xROuOjcnL8T9PqwfcFK3Py760oYGZ08/Le/ouqwyWgcM0q3MQO9XuxYuGrYHM/rb5+Doy/+li5J7drFy3HGgUdg+vTiG72XG7+dcyNOuGIWpDxXG8OBIDa+vQS3//7GEkU2NBzHrSGEZHzIs9oFTXDDr/lzl8edd+cDi8sOTy9rMg70rZDlpTtkov7daJoGIU/HblGSEFWHZ5koGM6vmXMuWO026vsL6gUhBLFYnr53gyBIw9MTT9M0JFLJgvqB2hx2BEIhap+zLCGjCTL8Gj93ezxw5ll6tFe50NNbOW1DioHjOJBUKucbTCqVYhqyXaiqCj7P0pFksUBVh6dTfzgShqyzD5nFaoWixpBMJnUdl0YSiQTAQZdyJQCIFmlY7vgNhUKw2G0FPSsFUQQv8lAUpQSRFQ8rWfZjMB1AKpXCtuYdqB3dpNt8Awn7Aqh3VsHlyuxaT7sOIF9zP0IItjXvQHVTIzg+94tLU1WkIjGMHT0mr/hoP36FGuu+u+ADTDziIHA5JFqtX27C9EOPyHqODQbNOqhCjl13dzc2tjVj1L4T8/gWwbbVX+CsU0/P64FA87EDhr52CSHYumN7Se5//i43Jo4dN2gXFNqv3VzufclkEjtad6Jm5Ahd5oyGI7BCQGPD0L1YaT9+uRrrAn3PYjWuFbzSmNDikC2WnF9M9TbVHaxkyRKyHEkkEvjNnBtw+k9LZ0hKu2md3oRCIdzyx/sw84e5N4gF+nQAG95ajDv+cFOJIisvfnPzDTjxe9/JqSfjsudfx++u/ClGjNDnoVDOfPLJJ3hn/Sc44pQT8/reB088h/tvui3r5ptKJBQK4ZY/3ZdXM+dc+fCFN/CbH/wYTU2le9mlAb/fjzvnPoST/+87uoy3/cuvMCLC4bKLLtJlvHJh/fr1eOmjBZh25syCvr/y9f/hB2efX1C3Fz1gGjId6LOkKO0chAwvSwKfzwdrVW6GsP2xu5wIhIPDsu9nJkRBQCqVW8mHEFayTKNpGngp//KRKElQh5lbfyQS0d2lP41otVBbQtKTPt87/YwNREmEGh9e5yHQ93Ig2gs/F0W7TG1jdnZnzhGe50FIaU1byTDT9/h8Plic+XvJ8DwP2eGA3+/XP6gyhBf43M1hmah/N9FYDEIBCZlgkaBpw0tHpigKJGtpVgRF2TIsHOfj8Th4Ub/7uyCKw+48BAB/wA9LEQ3aJbuV2oSM+ZD148QTT8RgJdB4PI6//+nPQIl09ySZwt08nzUpmzZtGj788MPSTK4D+egAgOIa7SbicTx2z4N5JRe0N9gtVEP20dKl2NrZllNPxp1fbMB9oRisBbiF066DypeYGoOYRx/LNIIoDrsVMkVRIOhkaDoQwSaXvcHpYB6WaRKJBEKRCJ58+K+6zJlMJEDiSdx96+1DfpZ2D8tcjl+acCSCFIeCdlkCQFzV8AjH59xg3MhjxxKyfgyV7My+8feY8aNLSrbCsPrdRbj4xNNw0EEHlWT8UpNvsvPfV15CpzWFfQ+ekvdcny5chrMPPgZHH3103t+llUITntS9d2Hqt2bAUTW0UH/x0y/hxmuuK0jUX2kosSgkOf+bumAZfiXLkiZklvJfIZs7d+6QD+1t27bhX2/Nw/TzvqnLnO72TgQ/34rZP/+lLuOZSS7HL81fn3gc0v5jMGrCuILmatm8FQ63gh9cXjo9eKEMn/qYDvB8HqWhQhhmbW26ez1wVBeWGFhdDnhYk3EA+bVPIiky7KxVsqHEYjlthBgILw2/FbJIJFKyhMxilYdFP8tkMglO0O/a40UBWiKu23jlgi/gL6htUhqr3Q5/gM52XcPn6a8DfQlZ6ZT9w03U7+7tzduDLI2zugpdLCEDAPB59EBlov6vicYKK1kOx4SszxS2NBoy2WZFWCnvFbJcSCaTOVnT5ArP5dfHtlIIhkKwOXPvfzwQm9NBbT9LVrLMA4Hnc97NVgiEpMp69SIfDVQqlcL/Fi3Alq62gv6b0z0Fd27JvQdmpWmg0nAcj1y3AJNhaD6cjWgshpqCErLKK1kO5aPV3dONuMjDqrMxLABoMRUkquEff3ss62do99HKxYcsEomgJ+DDq08/q8ucyXgCMX8Q7857Y8jP0n78cn12JJNJLFm8EK1+NwoVc6dSSez8bANIJJbTvdDI5wZLyPKAF/iStlwgZb4DLp8T1+v1QrFwBXvyxBQFq196G7fOubWg71cSXD4ttwgrWaZRogpGFFCGq8SWNbNnzx70gf23J58Av+9IjJ44Xve5e7t70LNyPa77f9nnp52hjh8ArFu3Di8vX1iwf9ZAgj4/tr2/HHOu/b0u45lJrs8On88HReYxo0gvtwVPPI8//OEPBW1uKiWsdpEHAi8glSzhEvEwKln6/X7IrsKXnWWbDbG4VnErFYXAswSrIGKqmtPO1IGIsgVKtPJ9s/oTiujfxzKNbLUiXOai/lxIpVJ5dSQZCp7nkSpjY/dCCIVCurTvotX6Yng8/XUiH/F0IZDk8NH3+P1+SI7CLyyO45gXGaMoorEYpALc9iWLBUqFrZANRTgSgVyi1QTZai37XZa5QPr0AvqPOYwIh8MQddAyWuw2hMP0NbVnJct+DFXHXvrRMnzZvBWWEt2Y2jZugdLSherq6oy/p10DlU8vS5/Ph2A8hpefeLrg+UK9Pix+9c2c/WQqRUcxkGUrPkL1pi8h24ZOcHd8ug53kjsH7RuYDdrPv3xIJpPQEnGIBRjDWmQLIr2VtUI21Ln3/sIF2NS+E3xJJBUE29esw80335xVskH7uZfLtdvZ2YlNna3YtH6DLnPGVRU9m5vBRYc2h6X9+OXqQ6aqKqJxFZa7HihqPjUaw7/uexiWHFbIjfQhY70s8+COB+/HPqdOR1VdbUnGX/7SfFx92fcxZkx+TbPLkedefBFuJ7DPQQcWPMbaRR/hjClHYvr06TpGVn7c+cf7MXHmMaiurxvyswueeB733ngLddoJo1EUBTfedydOufLSvL/b0dyC1LYu/PzKq0oQGX0kEglcM+cGnP6T75ZMf7j46Zcw59e/y/oyWgmsXbsWb3z6EY487SRdxosEQ/hy/qJh1dP3/Q/ex+reVhx8bMZWkDnz2dKPceq+B+P444/XKbLcYb0sdULgudKWLDF8dsC5fZ6cjEwHQ3bZ0evt1Smi8qVPm5LbpcyV+BwuF6LRKMQCm4NbZHlYacgURYFss5b03iRay9+tn1F6fMFAUZYXaSx2Gf6Av/iAdIYlZHnAC0JpfciGUS/LXp+v6ITM4XKix+fVKaLyJZXPzsk8PMsqmVgsVnDrFYtVRmQYNMNOU0qX/jSSVR4WDcYZxeEPBnWxXrHZ7fAF6fMiYxqyfgylgWppa4XlaWfBN/KhCPR4sOy1t7PWtWnXQOWqISOEYOuO7aid92pRIte4piERUvDU40/k9Hnaj1+hpFK5+9dxHFshA/pWyApNMiyyZdglZKVqLJ5GkC1lnZDl0sc3mUwinkgU1NA+E4QQJOMJ/OW+B4f8bKX08f1w5Qo4xzbB5ihulSwcCCLZG8SWjV8N+VnmQ2YSQ3nJ3P+XhzFi+sGobxpRkvmXPf8arv3Rz9HY2FiS8UtNLl48QJ+g/865D2HG9y4saj4lHMHaV9/FvTffVtQ45U4imchZbM0LApLJ0pkblwvRaBRCwStkVkTVGMgw8XQzYoWs3BOyXJKdzz//HK99shRHnn6yLnOGA0F89c5S3Hb9DbqMZya5Jj033HUbDjv/m7AXWbb0e3qxc/EnuOm31xU1jt4Mj/qYTggGtE4aDjf4QCAAqw46AJvDjmgsBk0bepdRJZNMJCEIuWrIeJaQobgkg+d58KJYceaw2VAUBaIBK2SV7kXGcZyuz4/h8rxIk0qlEI5E9ClZOh0IMh8yxqAMk7Y2fr8fkrP4i4rjOFgcdgQobRRrFIlkEjyf2woZS8j6UBQFvFy49GA4aZ5C4TD4Esk00sg2mcoHpJ5wOus3SSoFIcfrvhIIh8MQZYsuOmuLLCMW1xCP09Wcndle9GOoOvaKT1bBOrIedpdTtzn7s/OLjfjG0dNhy+InRbuXTK46gB3NzWgN9aJp3Nii52zftBWH7zcFdXVDWz5UyvHrDyEE7y78AJOOPLivp+UQtG7YjOmHHA6XK/8NFTQfv3w88ADA4/EgimTBO7aCbi9GN47I2T6Edv3iYMev2GOVCzElCjGewsimpoy/p/345XLt9vT04MuW7Rg9eZIuc6rRKALN7fjGcScM+Vmar10gt+tXVVW093ShqrFelzkD3W6MHz0WkjT4y4be595gthcsIcuDh//2V1QdNhmNY0aVZPyl/3kVN/zi16itLY3PGS28+OoraLfEMfmQqUWPtXbBMpx96HRMm1acL025kkwmcc3Nf8DpP70ip89/PO9d/GTWJZgwYUKJI6ObZ154Dv5aGRMP3K+g76+a/wGuOO1bOOCAA3SOjD7+/fyzCNZbMeGAwo5VLnS1tEHb1IZfXvWTks1hNhs3bsTzi9/F0Wefqst4Pncv2pZ9ihuu+a0u49HOpk2b8J8P5uOYc07XZbzlr7yFn1/4XYwfr39/1sFgPmR6MgxKiqXG4/MWbXmRRnLY4PX7dBmrHInH4+DzcN3nRYG6ZXozCIbDRWlRRKtlWLT7AYBAWJ/+gYMhW60IRehrZaMnvM4aZEJSOWtHK4FQKARJx36qks1GXT/L4fO3WQYQDI/eZB6vFw6dyr6OKhfcvcPXHFbTNAhi7joSThCG/SYIAAgEAzm1msqGaJOpu5mXilA4Atla4oTMbkMwXNnHk+d5QMf7eyqZgliSVlZ0EggGIeiYkIkUNhhnCVkepIZBslRqCCHwBXy66fAcVS64h7Fbv6qqedk3CBaRJWQAgpEwbEU0t7fYbAhQdjMvFaFISJedbYMh26wIR5SKfiEVBAFERw/A4Sbq9wX8sDlz61ucCxa7FX7KNoQxH7J+jBw5Et3d3abG8MebsntqNTU1oaury8Bo8iOXBrGpVAr+YADPPvVvXeYkqRQ0JYaH7xu62ayRTWKNQlVVCEOIUvvDSxJUVS1hRPSTTCahxKKwFNHP0+awwd9L1828GLKJqtMmzm+++WbJ5Rr+zh6sXbY8Y4Nx2kX9udz7EokEQpEIHr//IV3mTCYSIPFkRdz7cjl+oXAIRBAg6mSsm9Di4AngHMJkljUXzxGjRf0Pzn0EDUdPRf3IzDuBimXpc/Nw/Y9/iYaGhpKMTwMtLS147OXncNx3ztZlvFQqhQX/eA5/uv1uiHloqSqFbdu24V9vzcP0876Z0+e/WL4KJ4yaTPWOq1ITCARw+5//WJQxcU9bB8LrtuPXP/uFjpHRRzFN2POl0u9/ra2t+NtLz+p27xtuTe7v+/NDaDr2EN2M2Tt3tiK+ud3wjSRM1K8TKUJK+pbIc3xFL9kDuzzIiigVDYTn+WHtRRaLxSBYck9EJdmCyDBqjJ0JPcTBNqcDvmDln3ORSERXIfVgWKzWit4oIQiCrm3LhpuGzB8MwO7Uz3LK7nTA6/frNp4esIQsD1KpFPgcvJ4KZhj0Gez1emFx6acDAACrywmfb3jutMy3J6NFlhFWKvehlwvBYBCWIl8KbA47AsFAxb9ARSIRSEWUdvNBqPCdq4IggCR11JCRVMbybiWSTCYRiSq6ahltDgf8lF3DptR4OI6rAfAEgIPRt7nwSgCbAPwXwEQAzQAuJoQY+pQdytxv2YqPUPXl57Da9U0o0rR+uQmJHl9W085KMPfrcbuh8gQ2h37HMOwL4J2nnx/S7JR2HUoh9LUAyl1DJlutCHv9pQvIJPIx1W1ra8O23i5s2bS5qDl3rF2PG2+8ERbL0Akx7ddutuPX09ODL3dux/bmHSWPoWtHCzo/3YAxY8bs9Tvaj18uGqhkMolAKIR//eVRXeZMxOPgUwS33zRnyM/SriEb6vqNxWJYvWol3BE9N9IQbP90PW6++eZB5S5GnnumaMg4jnsawDJCyBMcx1kA2AHcAMBLCLmX47jfA6glhFw/2DhGa8juePB+7HPqdFTVlca4dfnLb+HqS7+X8YZUKcz9x98hHzgOI8cX79Kf5stVn+LwqlE484wzdBuzXHjrnbexXnFj6rQjcvq8u70Twc+3YvbPf1niyOjl7Xfexro8jlk2PnrxTfzquz/E6NGjdYqMPlatWoV3N6zBETOHdoMvlkrXN/p8Ptz114dx8v99R5fxdmzYhMYwcNlFF+kyHs20tLTgsVeew3EX6KO/S7Ps+ddw7Y9+jsbGRl3HHQyqNGQcx1UBOAnAPwGAEKIRQvwAzgPw9K6PPQ3gfKNjG4pEMgG+hEvEHM9VfJ9Bd68HzuoqXcd0VrvQ3evWdcxyIRAKwZqHn5Zss1a839NQ9Pi8cOpgTDwctIuhcLjkjcXTyDZrRVuJ6G17kUwmIQjDw6g8GAyWRMtosdsRDAZ1H7dQzNCQ7QPADeBfHMet5TjuCY7jHACaCCGdALDrn/pspdCRZDKpS2PTbFR64+dkMgl/KKh7TzxndRV6ej26jlkuBMP5eUTJdhvCFazTyQWPtxf2Anp5DkRy2uCnTBSsN4FQELLNmITMarfBF6rcBFd/UX8SFjF3/Wg5EwgEIJTAC09yWKlKyMzQkIkAjgTw/wghKzmOewTA73P9MsdxPwHwEwC696Aaqo69eMkibO7YCUHMXbOTD+2btyG4tRX19Zmbp9Kuoxjq+CmKgk9Wr0JPRN8LIJmIo339ZoQ9PnCD7IKl/fgVQiAcQpN9Ys6ft8gyYpqKRCIxLG1CgL7WXeN1WCGzOh0V0yUi27W79ovPEXdasHrRhyWPIRwMIuH2o3nz1r1+VwnXriiKuor6U8kURGtliPqHenZs3rIZ7kQUGz/9TNd5u1vbsX3pJ5g0KXvDdyPPPTPuyG0A2gghK3f9+WX0JWTdHMeNIoR0chw3CkBPpi8TQh4H8DjQpyHTM7ChDnxoThwnXDELUh672vLhk7cW4PJTzsKBBx5YkvFLzVDHb8uWLbCMG4Hp387NMytXCCFY+OR/cf3118Neog0XtBIIBTFxCGPD/nAcB4vdhnA4jJqamtIFRimxWAxRTdVlt5azugrdbZVRKs927T7y2KNwHrIPRowtvU4u0OvFzkWrcONvryv5XGag+wpZKglRqIyXqqGeHf969hkoIxwYv/9kXefd8sWXGJ+QceGsC3Qdt1AML1kSQroAtHIcd8CuH50KYAOANwB8f9fPvg/gdaNjG4p4IgE+j76B+cIJPBKJRMnGNxufzweLjq0v0nAcB2uVY9hZXySTSUSU/LeCW+z0NdU1Cp/PB6vLOehKaq44a6rQ46mMhCwbxTZhzwer3YZgBTcY72suntLNZiGVTA2bVW6v3webjh5kaRwuJzw+r+7jFopZf5v/D8Czu3ZYbgfwQ/Qlhy9yHPcjAC0AqNo6kkwmQQgpqe8LLwqIx+MlG99sejxuWKv1v6gAQHY54fV6K3qH6kAikQhE2ZK3rlG00ddU1yi8Xi9knfqoOqur4PZ5+/wJS6gtNZNQOATZoITMYrVCicV2idUroxTXH57nwXEcCCG6vBAkUylIwyYh82OsTtdtf+wuJ1r9m3Qft1BM+dskhHwGINO2z1MNDmUPBqtjJxIJfPLRcniipXuQdTW3oO3jz7MmFbTrKIbSAaz5bC1SVTasXbpC97m7W9vQvGItJk2cmPUztB+/fOkzOM1/xZE2IauR9LjdkKv12VQiShIEq4xAIIDa2tJY4RhFpms3lUphyaKFaPW7ARizm6/5sy9x0003QZb33EhA+7WbiwcjAGzdsR0LFizQJSGLBIJ4xepAdXX1kJ+l3YNxMB83QkjfCtmjj+l+GhJCoIYV/P2Rv2T9OzHSw214pNc5MthFHwqFoIjAzB9eXLL5P1u6AqfsczBOOKH0nj+lYKib5h0P3o9JpxyD6vo63efe/uVXaAwDl19cur8f2ggEAgU5zstOO3opWqY3ks6eHjhrhn6A5YqtygmPx1P2CVmmazcYDCIiEsz4vnHFig//+wZ+/b2rMHLkSMPm1IPZs2fnlPD87pabcNzl58Gig5XIZ0s/xqn7Hozjjz++6LHMZu7cuVmTHr392way4Inncc8Nc2DLwz6oVFTmOnsJiMfj4HXqMp8NXhSgaVpJ5zCLVCqFXr9Xdw+yNK6aanR5Mu4DqVj8fn9BW8HtTgfcwzQh6+jphKu2RrfxLNVOuN2VqSMzso9lGqnS+1nyPAjRR9hPUsOjdZLf74ess1VSf2Sngxo/QZaQ5YimaRBKnJCJFgkxNVbSOczC7/dDtMoQSqR5cNVWo3uYJWS9Ph9sBWyScFRVDcsVMkIIOnt6UK1jpw1nbTU6urt0G48mIpGIYaawacRK72cpCkjqZX1BKle72J9AIADJUboXA4uTHoNnU1on6YXerZMGq2MnEgmEIhHIRTYlHoy4pkEED0cW6wba+5ENdvzi8TjCUaWkAuFYKIKa6uqsN6lyPn6ZCIVDIIIAMc8XBZIi0BQFtTX5JSa0H7+h8Pv9uOMvf8KM712o25g9bR0IfbGt7FtRZdJAhcNheIJ+OOtqDIsj7A+i1ra3Lop2DVSuvVQXLluKEftPhCQXn+h27diJ/UeOw6hRo4b8LO0avMHufdFYDGoirkuZNxNaLAabJO+lW0yj931vsNZJLCHLka1bt+Lpd1/HMeeeXrI5dmzcjPpAAt+95NKSzWEWK1aswPubPitpT7zlL7+FX1x8BcaNG1eyOWji7j89iLEnHYXaxsxGwtkghGDBE8/jgTm359QYu1LYvHkz/v3eG7r64KnRKD5+/k08cOsdugi1aWL58uVYsG09Dj/pWMPmXL9yDY6sHYMzTtfXq5AWbrnvbhx41km6SDc+/WApzjvqRBx++OHFB0YxL817FW2ShsmHTC3J+Bs++RSHOkfirDPPLMn4A6Gql2W5oqpqyTVkksWCmKaWdA6z6Orpgb2meHf0wbBUOeDxDI8WSoQQeArsychxHGTn8PNt6+zqgq1OXw2jbLOBiDw1JQ89CYZCkKzGJuxWuw3BcOV6kQk8r585bIoMi5Kl29sLewksL9LYXS54fHR03Kj8v02dUFW15BoyySIhElVKOodZdLi7dRVTZ8Ja5UJPhQqsBxIKhUAEvuCuEdaqPt+24URrRztcOurH0thqq9HVVXk6smAkvz6peiDbrAiGK9cjL20OqwepVKriVmUz0evzwVHChMzhcsJNycsps73oxyGHHIKNGzdm/B0hpM9huaQXAAEI8Jtf/L+Mv50yZQrWrVtXwvmLYzAdgM/vh2S3lvSNLhGPg0sSuLI4OtOugcpVhwL06aHWbFyPLn9hb3ZdO1vRtnpdXv1gadehDMXO9laMm3y07uPa6qrQ2dVZti3PgMzXbigcBhH4vDWKxZBMJEG0OO64+ZY9fk77tZsr/C5jWL2olIQsm48bIQTbmneg+sVGcHxp/ltTySTCHh/eePHljL83Ur/INGQ58sGCBfjEsxMHH5ux9KsL4UAQX72zFLddf0PJ5jADVVVx3R234NSrLivpDcTn7kXb0tW44TfXlmwOWvj000/x5trlOPK0kwr6Pm093EqNpmm49vY5mHnlJbpbBbRs3gpbdxhXXvE9Xcc1mz89Ohc1R+yPxtHGeYIFvT5sX7ASN/+uMvtZ3v3QHzH2G0fmrfvMxOp3FuKSk76JqVNLo62igXA4jJsfuAenXHlJyeZIpVJY8I/n8Kfb7zakFVVRGjKO45o4jvsnx3Hv7Prz1F3tjYYVEUUp2S6PNBZZhhKNlnQOM+jt7YWt2lXyt7mq2mr0eHuRTCZLOg8N9LjdsLgK9+Zx1Vajw92tY0R0093dDVtNVUl8m2oaG7CzrVX3cc0mHAlDNtiHTLZZEarokiUH6LQIUsZrKTkTCAQgu/Tvf9wfnudhcdip6F6SS/3oKQDvARi968+bAcwuUTzUElYiumxVHgxJtkDVVP1En5Tg8XggV5VOA5BGEEWINiv8fn/J5zKb9p4uVNcXroeqqqlBZ8/wScja29thr68pydiummoEIuGK888KRyKGJ2SSLCOmqcPipap49OmJSTN+v7+g9nD5IjvtVDw3cknIGgghLwJIAQAhJAFg2F0tYSUCucQrZBzHQZBExGKVZQ7b1dMNubq0OyzT2GpcFeuc3p+O7m5UFbFJwuZ0QInFEK3AFdlMNLe1ompE8WWiTHAcB0djHTo7O0syvhmkUilENRWWEr+EDoTneQgWqWLPy0pPoPTG7/dDNCAhkxw2KnZK51IwjXAcVw+AAADHcccCMD/yEjBYg9jW9jZILjvEEvs2Bbo9WPXBEkiStNfvaDdHPPHEE5FJ05fY9bZbKlFmf0gqhfu4P2TcPDBt2jR8+OGHJY+h1CQSCfT6vTikCC8jjuNgq6mCx+MZFr5t23Y2Y9xJR5VsfHt9NVrb2jB58uSSzVFKBt77kskkdrTuxKKFCw2PJdDjwcr/LdrDI4/2e1+uzcVb2lphecoJ0bL3/T1fQr0+vPPkc3A4hpYu0H78Zs2ahUWLFu3183g8jiQhEMTStohKJhJ4gOMzPndnzpyJefPmlXT+NEOK+jmOOxLAXwAcDGA9gEYAFxJCvih9eINjpKj/1vvvwf5nnAiXjo2JM7Hilbfx84u+W1EPybv+eD/GnXy0LkLWodi2fiNGRnlceqFxDZGNpru7G3/819/xjcvOL2qc1f9bgvOOOgFHHnmkPoFRSiwWw+/vug0zr7ykZLt8W7Zsg9wRwFXf+0FJxjcat9uN+594FCddPsvwuVe8+jZ+9p3L89oBXC7c+8ifMPr4w1E7oqHosVa/vRCXzjgDU6ZM0SEyOnnyP/9GdKQL4/fbt6TzbFu/EaNVARdfoF8Xj2wUJeonhHwK4GQAxwP4KYCDaEjGjCYUDkO2ll5PIciV1cstmUzC7fOiqra0iWyaqrpatHV1GDKXWbjdblh1cPq211Who6tyymzZSOvHSmm5Ut80AttamnW1NDCTaDQKsUCPu2IRLBYoSmX6MaZS+lknEaBizrdseHzeknqQpbG7nHBT4Ms4ZMmS47iB++L35zguAGAdIWRYdHNOJBKIJ+IFm3Dmg2itrJuR1+uF5LCVrKn4QKrravFlTw8IqVzBa1d3F+Sa4m9S1XW1aNtR+QlZa1sb7A36G8L2x+5yQk0l4ff7UVtb2rmMwNSETJYqTkdbCjiu8hMyr9+Hia7S64/tTgd2UCDqz6Vk+RaA4wCkC7wzAHwMYH8AtxNCnillgINhVHPxVCoFfzAAq7Nwm4Fc0WIqrKIEa4bVONrNETNpyFKpFJKpFHjBuKYQqWQSoiDulZDRriHLtbl4n2EnBzGD3iEfSCoFTYmhtqYmp8/TfP4NZqq75rO1SFZZUV1XV9IYOrZsx9Tx+6CpqWmv35Wbqe7nn3+OeauW4KhvzjB+7qUrcOrkQ3HccccZPnehZNPPDiSRSIDjeUCHd0WSTIHn+ZxWfsvx3kcIgdfvg82AFTJCCNSwgtqamr2eG1Q1F+c47k0AVxFCunf9uQnA3wBcBWApIeRg3SLNE6M0ZB0dHfjzs//CCRefW/K5vlrzOQ6Ua3Hut84p+VxGsGjxYizv2IJDT5hu2JwrX/8ffnD2+WUrsB6K2+6/B5NPPx5VRbYBIoRg4ZP/xV3X35iTMLgcIYTg93fcgiO/cxbsJX6h2rjmMxwg1eK8c0t/nyg1H3/8Md7f/DkOP9n4pGjdik8wfcQknHrKKYbPXWpuf+Be7Hv68UXtkE6z5n+LMeuYk3HYYYcVHxiF9Pb24p7H/oKTrzDGvHrhky/grutvgt1e2l2dxTYXn5hOxnbRA2B/QogXQFyPAGknHA5Dshvjx2N12BEImW9QpxftXZ0l6R84GHKNEz09lVlN1zQN3mAATh02l3AcB3ttdcUeK6Dvpp7guZInYwDQMGokNjdvK/k8RhCNRsEb2DKpP5IsI1JBso3+JFMp3bSMnJ6NyikkGAxCdpbe8iINDeawuZwZyziOm89x3Pc5jvs+gNcBLOU4zgHAX9LoKCEcDkMssQdZGqvdBl8lJWTdnUUZmBaCo7YaHd2V1+wZAHp6emCrcel2U7fWVVeUf9ZAWltb4SyR/9hA6kY0oKOnG5qmGTJfKVFiUUhy8dYMhWCRLYhUqA9ZMpnUNSGrZAPdYDBo2EIIAFgo8CLL5RXolwAuAHDirj+vAjCKEBIBMLNUgZlBNi8Zv9+PgKrgpX88VfIYEvE4VH8Irzz7wl6/o91LZiCpVArdHjf2y1GjpBfVdbVo+6IyVioG0tXVBXtdjW7juepr0NrZrtt4tLGteQeqmoxJyARRhK2uGu3t7Zg0aZIhc+rFQA3elxs3ICSksHbpCsNjCXp9EEIxbPryy90/o12Dl6sP2bbmHah6bV6fjqxIwv4gXrM7UVU19I5r2p8dmTRksVgMsUQcltvuNSQGLRrDE3c+CHmAGbKR2tkhEzJCCOE4bhuA6QAuBrADwCulDswMZs+enfGkfe2NN7CNhLD/4YeUPAYtpmLFc6/jwdvuLPlcpcbn84G3ypB0MEHMh+r6Wmzq7qrInZYt7W1w6NgCqLaxHs0r1+s2Hm1s2r4NY08yzmfN3liHnS07yy4hG5jw/OvZZ6CMcGD8/sbrMLta2xDb2IL/9+OfGT53oWR7dgzkt3NuxAlXzNJlx/7nyz7GzEkH4YQTTih6LLOZO3fuXkmPkc9dAFj/8Roc3TAOp516miHzZSJrms5x3P4cx83hOG4jgLkAWtG3CWAmIYTOrVYlwhv0w2aABgXo62cZTyYqouzhdrthqyneLytfZJsNCRCEw2HD5y41zW2tqG0s3lQyTXV9HTp7upFIJHQbkxYURYHb70VNgzErZABQP6oJm7aX/+psTFVL3pUkG5LFgmgF2l4QQhBPJMDr5Tov8IjHK1fGbeRzFwBsTjt6/T7D5svEYOumXwE4FcC5hJATCSF/wTDsYQkAvoAf1hLvvEjDcRwsdpvp4kI96OnpgVxd+i3LmbBWYE/LZDKJtq4OXRMMUZIguxwVKexP68dKaQg7kIbRTdi2s7nsxdbRWAySiQlZLKaaMncp6dN7EQiCPgmZKIpQ4+X/4p4Nr98Hm4G7v20OO7wma8iy2l5wHDcLwKXoc+h/F8ALAJ4ghFCzFm+UD5nP74fFbtWl7p8LqhKF02bfq68WzT5QwN79yDRNA+EAXqcbUD4k4wmIggCxnyGtkT3JCmEoHYqmaWjt6kC1Dm1X+hPy+tHgqoZrCANGmnUomY6d1+tFKKHCUWVMY/s0gW4Pxo0aXda9GHe2tkKucRbtdVcIqWQKYY8X+0yYuPtntB+/wXzw0sTjcSz4cCkmHaGPU5Snsxv1vIwDDzhgyM/SrsHL9Ow1+rmbSiaRiGmoqd5zBzttPmQOAOcDuAzAKQCeBjCPEPI/3SIsECN8yJLJJH4z5wacctVlhr1pV4q/zINzH0H9tKloGLW3UWap2bT2C0zmq3D+t79t+Nyl4rPPPsO8VUsx7YwZuo67ae0X2JdzYdZ55+k6rtk88vdHYZ86ESPHjzV03jXvL8HZh07HMcccY+i8enLLfXfjwLNOglOHFl35Elc1fPSfefjj7XcZPncpCQQCuO2RBzHz+/r02TWy/6LRpFIpXHPzHzDzR5fqtqI4FDFFwZqX38G9N99W0nmK7WUZIYQ8Swg5B8BYAJ8B+L2+IdJLKBSCaJUNLXtIDhv8FLRxKAZCCDp7enQxQCyE6vo6tHVXlp1DS1sbHA01uo9bN6IR29tadB/XTBKJBHa2t6G+aYThc9eMGoEtO3YYPq+eqJpq+GacNIIkQotrFdcWSNVZlydZJCgVqLUD+vSfvCQalowBfdpjJRo11UokryyDEOIlhPydEFJ5FspZCAaDkB3GmdMBgM3pgMdnfqPTYggEAiAiD4tB/m0DqaqrRXuFJWTbW3eibkSj7uPWNDagraujojyNOjs7YalyGNJ/diCNo0diy87yFvarqmpY/9mB8DwPXhAqTrCuaRpEHZNcsUI3PwB93p8Wm83QOTmOg2SzmroZzJwrjlIy6VDC4TDcQT/eePFlw+LQojFAjeMvDz+yx89p11H0x+PxwK6Dm3yh2Bx2RFUV0WgUNoMv7FKQTCbR0tGGE0/VvwWVZJFgcdrR3d2N0aNH6z6+EQzU8LS0tGCHtwc729pMiIZgx9ovofpCuz2NaNfw9O/FSAhBIpHA3Af+ZFo8qWQSjz3w0G7bGtp7MeaiIfN6vfhsy1fY0bJTlzmVcBjRDg+6W4Y+x2k//wZqyOLxOMJRBf/6y6OGxqFGFPz370/uoT02Urs9pIaMZozQkC1duhRLW7/CYSceW9J5+uNz96Jt6Rrc8JvfGTan3qxYsQLvb/4MR8wwzyNn+ctv4RcXX4Fx48aZFoNedHV14Y9PPY6TLju/JOOveX8Jzjn8OEybllHaUHY89ewzCDXYMfHA/UyZf9X8D3DZzDMxdepUU+YvBk3TcN0dt+DUqy4zLYYlz7yCm66+BjUGm0qXknXr1uHl5Qsx7Ux9/NSDPj+2vb8Cc669XpfxaOKzzz7Da58sNby5/ar5H+CK076FA3LYKFEoxfayHNZ4fF5DvVAAwOFyotfvK2sNRUd3FxwmeJD1R652Voz1RXt7OxwNpWtBVTWiXrc3d7MhhGDrzmZTNpOksTfWorlMj2c8HgcnmPto4MXKK1lGo1EIOpbQZasMJVaZPT8jkQhEm3Ftk9KIVoupJUuWkA2B29tr+LZ5i1VGEilEy7ifW4e7G1UGNxUfiLXahR53ZfhrNbe2wNVYV7Lx65oasb21PBOIgQSDQShx4+0u+tMwuglbdpansD8ej5umH0vDC0LFmRVHIhHwOvYHlWQZSjRa9p53mQiGgpBsxuuPRZvMNGS0kMkLxR8I9O2yNPiNUY0oePnJZ0yrZRdCfx1KPJHo25lqYucikupbYRR37dShXYeSzQcPAALBAHjZUrpdR4QgFlbw6J8eydpuivbzL01bWxucI+pNbZtVP2IENv7vQySTSUN3iulBIpFgK2R5kksvS4/HgyiSulZc/F09WLtsxZDnGO3644HHr7unB3EBsBq8oU4JRfA8L6Kh/mvzbSOPHdOQDQIhBL+5+Q/4xvcvMnwL+CdvL8QlJ52Ogw46yNB59SAWi+H6u27FqT+6zNSHot/Ti+ZFn+Dm311nWgx6EI/Hcd1tc3DyDy8q6crF8pffws8uvBwTJkwo2RxG8NY7b2NduAcHHWNcD8tMfPjC65j9vaswatQoU+PIl66uLjz07ydw4iXmefitfP09XHnOd7DPPvuYFoPePP3cfxButOvaH3TZ86/jd1f+FCNGGG/vUkr+/q9/Avs0YfTE8YbO2/zVFtT6VFxx6eUlm4NpyAokHA6Dk0RT/HgsLjt8PnP7ahWK1+uFrbrK9Mberppq9Pq9Zb+k39nZCWttVcnLSLaGGrSZsitRX7a17kT9SPMfUPaGWrS3t5sdRt4kEglTumv0hxP4iitZBsIhyDrv+LbYzbVpKBV9x8p4DZnVbkOAlSzpYO/8wQXgTjx0q/GxAIfu9ZNyWczs7e2F7DJ2I0QmBFGEaJXh9/tRV1c6/VWpaWtrg60EhrADqRnRgO0tzTjhBPN2xhZLKpXCzrY2HH+y+btFXY112N6ys+x2rlKRkPF8RfniAX2tgOp13iAm2mSEQiFdx6SBUDiM8SbYFclWKzxh844nK1n2w+QFnSFZtGgx1V4yaQ1ZMpkEATGsB9lgpJIpCDwPnuep15Bl06F093QjLnAl11Mk4wkovgAmjc9csqRdhwIAbrcb9//jUZz03Vlmh4Lerm50r1yP6391jdmhDEn/cy8ajaKr1wNXCXf1DkXI60djVQ2cTicA+s+9oXzICCF4b9ECTDh8Knhev2S3u6UNE6obhpQZ0O5DNnLkSHR3d5sdRkaamprQ1dWl23hF9bKkmVJryBYuWoQVXdtw6PHG96Tr85hZjjnXll+XqudefBFuJ7DPQQeaHQrWLvoIZ0w5EtOn62+oahS33X8PJp9+fMl3rRJCsPDJF3DndTfufhCWG1988QVeWbFIN6+nYkjE41j61Mt44NY79ticQzubNm3Cfz54C8ecc5ppMax5fwnOO+pEHHHEEabFoCeKouCGe+/EqT+6VNdxK7Fnr6qquO7OW3DaVaXTcWUjmUxi4RMv4JG77i2Z5IZpyAqky+02pbkuADiqXOj1+8py2b7b0wOXiS79/bFVOdHjKV8vskgkAl84BJcBPUE5joOzsb4sdU9pWtvbYK+n49wTJQmWKgd6esrLeiWZTJq+us0LQlne+7IRCARgLYGMw+FyweMv7zZ7A4lEIpBkc1ruCYIAXhQQM6klFUvIBqGn17yETBAEiDYrAoGAKfMXQ4/XA4dJx20gzuoqdJVxQpY2hDVqg4S9oQYtba2GzFUKdna0o6ahfugPGoSttqpMEzKT9RsVpiHz+/2wOPWXHDiqXHB7e3Uf10wURYFkgqA/jWSVoSjmGO6Wzzq6CXT3ujGqxryt89YqJ3w+X1kJ0jVNQyQahc1g/5hsOKqr0Pb5FrPDKJiWtlY4Go3T8tQ2jcC25macbtiM+tLe1YlDp9NjFWOrrUJ7ZwcOP/xws0MZlD3z/UN2/c9MDsUt/f5UxsoaAH07z0WH/iJ1R5ULHq8XhBDTd7XrhaIoEK36dTTIF8kqIxKJoL7e+Bc7lpD145BDDsHGjRsB9OlpUqkUuFvuMC8gQnDvNb/ffaFNmTIF69atMy+eIVi8eDHeeustrFm7Gu5I0OxwAPQ1KW75fCPUQAgzZ86kWtiaiW07m1E7wTgLh/qRI7Dmw9Vld4N/+OGH8corr2BHy07UvPmG2eHsRovGgFgcWzZtplqUTjuLF9O9oWkoY9i0KeyLjz6h+9z+rh6sWrR0UHNY2jdFZBT1X21OLABwz2//sPvf9Rb1DwYT9Wehq6sLDz39BE681Dyx5IZPPsWhziacdeZZpsWQL5s3b8Yz/3sTx5xLzxpLWqjucJhvxZEPhBD8/o5bcOR3zoLdwH6qi595BTf8/FemvCEWQ0tLC/728rM4/jvfMjuU3YQDQXz19hLc9vsbzQ4lZ1auXIn3vlqLI2Ycb1oMXyxfheNH7ouZM83fnKEHj/7zHxAmjyqJ0emKV97Gzy68HOPHG2uiWio++ugjLNrxJQ77xrGmzP/pB0txzuHH4aijjirJ+IOJ+tkKWRa8Xi/kKnMf4M6aanR2lZf+KRAIQHIa7x8zGLLLiUAgUHYJmc/nQ4KDockYADh3GZqWW0Lm8XggV9G1O9TucsIfDkHTNFgs5pVh8oEWUb+WKJ/WSUPR7XHjgGml2XUuuezwer1lnZDtuRh/wq7/mcWhuLXfn4xcs2Ki/iz09vZCKoEIMx9c1dXoLjNButfvg2SnKyGz2G1luTmio6MDjgbj9YP2xtqyFPb3uN2wVpvXUDwTPM/D6nLC6y2fnXDJZBK8YG65WhAFpCpE1B+Px+EPBkrW7N5a7UJ3mW0cYWSGlSz7MWvWLCxatAgAoMU1pABTGwMTQpDU4rBareA4DjNnzsS8efNMi2coXC4X1W08nE4n1a7WA80lN2/Zgh4tgsYxxvZCDAeDiPf4cOy0Pf33aDaXfPjhh/HY3/+OpMRDpuyFINTrw2XfuQj33nuv2aFkpb8GyufzIajF4DAxuY2GI7BBQENDAwD6NVCDGcOGQiF8/PmnGH9waVbIgl4fhFAMRx52eNbP0HztDuTxp55EakIDxuwz0ZT5d2zYhIZQCpdffElJxmfGsAXw1yceh7T/GIyaMK7gMfZ/6G/YfM3Pi4pj4b9exO2/vR4uF11v/tn48+N/g23qBIwcN9bsUHbTp8UbibPOPNPsUPLiz4//DdYDxxd1DhZCXNXw4TOv4MHb7gJPQbeFXLnvzw+hafrBqB/ZZHYoe7B2yQqcuu/BZdOS6r33/4e1/o6imrMXe+/b8sWXmJC04jvnm99xoVhKbVYc6PVi+4KVmHPt9SUZ32genPsI6qdNRcMoc67jjuYWpLZ14edXXlWS8ZmGrAB6PG4ccPSUosY44JHHik7IrFUOeL3esknIAsEQ6inTatkcDviC5VWyJISgpb0dx55cGmHpYEiyBYLdCrfbjaYmupKbbPRpUGhtUXQoDn9zvtlB5ExfL8viEvFi732CIECLVUZz8a6ebsglXG101lSjN+BDPB6HJEklm8coQpEIxpi4ym2129BlUj/L8nn9NZBkMgl/KAi7y3yBsMXlgM/nMzuMnCCEwB8MwEZbQuYsv4Sst7cXsIiQreYYJNrra9HZ2WnK3JVIb6A8rmEAiMcTpko1gD4NWTJZGaL+lo521DaWboOMIAiwVbvKzoA4E4QQBENByCY0Fk9jtdkQMkl6w0qW/Ug3xyaEIJFMFvSWeHMiiTmp1F4/v53ncYeY/02OpFLgwEEQBOqbYx9//PFYuXIl+AL+O0sKISApgmOPPZbq49dfw5hMJqElEhAlcxaxk4kkBI7b442bZg3jXXfdhceeeBzVTY1mh7IXcVXDAfvsizdeofPYAXtqyHrcbmg8ybuZ/S/aOvCL9r2T+EfHjMKjY0fnNZYajYHXEhjVNBIA/Roy2i37zj9/FrXXbn/M7GOZptT9LFnJMkfSD+utW7fiqbfnYfp5ZxQ0zpu7/nnuxMPwZvPnAIAjALxawFg7NmxCfTCJ716ib1PaUjB//nzc87c/46QrLjA7lD1Qo1F88uJbuG/O7WaHMij9b5jvvPsOPg91F6XjKYau1jYoXzbj1z/9hSnz58v3vvc9RGwCjvvO2bqMp4f+M004EMRX7yzVZaxSMXv27N0Jz7P/fQG91SImTdk/73Ey3fvGAbgnz3E6duwEdvTgpz/8Ud4xMPamHJIxAAiHw5BMqgqkEQQBgiQgGo3CbjfWaYElZBnw+XyQXHS0/nFWV8HdvNXsMHIiEomY2oMsGxarFdFYDMlk0vRSTK5sb2tF7X75rSroSW1jA75q/6hsHPsjkQgEWT+fLz30n2lkqxXhSESXsYxAS8QhSiY/FEURSlwzNYZ8yFZo2r59O5544yUcN6u05t5drW2IrN+B2T/7ZUnnKTXhcBgWu/nPEMlmQzgcNjwhYxqyDHh6PbC6itdBbfr1z4oew1HlQo/XU/Q4RqD3Q1EvOI6DaLGY1jA2XwghaOloQ21jg2kxyFYrOItYNv5ZiqJAkOkUNIsWCfFEHPF4eWiiNE2DIBb3rl7svU+URGha+SRk2ejo6ICtvqbk89Q1NqK1owOpDHKZciIcDlPxUm+xW02xcGIasn5cffXVmD9/PkLhMIjAQaRkx0o0FEZdTS3OPfdczJ071+xwsvKPf/wDz745D6P2mWB2KHvRsv4r/O6Xv8KsWfRuo0/reBKJBJrbWlEz0lw9VKjXhxE1dbs7HNCs4/n1r3+N1997B86aqoLH0FMDNZD6mlq89fI8OJ3mbxTKRH/9oqqqgMCbanlCUimkEklYd5WvaNYvDsYzzz8HX42ESVMPKPlcS/7zKq7/yS/R2EifjnIo0s9eVVURjauwmFy21KIx2GUrLBYLzjnnHF2fu8yHLE8e+MvDaDzmIGr8jJY+Nw/XXfUL6i+05cuXY+H29ab1IBuMj199Bz+54FJMmEBfsjiQLVu24Ol3XitYw6gXXyxfhWObJuHUU041NY5cWLx4MT7s3IrDjj9m6A/nQH8NlB4s+c+ruOHnv0JdnfGdF/Ll/r88jBHTD0Z9k3FN7QeS1t3ddv0NpsWgB7fefzf2O/0EVNXVlnyu1e8uwqzpJ+Pwww8v+Vyl4r33/4dPfe04eHrhdj966D8/W7oCMycdhBNPPLGocTIxWELGSpYZ6PX7StbmohBkpwN+v9/sMIYkokQgWOhYVRyIIFsQjUbNDiMnurq6INdWmx0GahrqsLOj3ewwciKmqpBM2pGaC4Ik9q08lQGqqpnuZyVZJKhaeRyvbEQiEfjDYbhqawyZz9lYh52t5dfyrD++QAC2PHf3DuSARx4rOg7ZYYPfBKsklpANQNM0RFXVVB+UgVic9rLoxahEY7BQqCEDAMFSPg/E1s5OuOrMT8iq6+vQViZeZFo8Dl7QLyHTQ//ZH14QkCyT3oyqppou1xDE8rles9HXi7bGsE0x9SNHYMvOHYbMVSq8AT9sTvN9LG0OB7wBv+HzspJlP0488UR88sknBXuQlYq0F9n06dOp9tE66uijsWHDl+Ap3MmYTCQw/ehjsGTJErNDyUpaQ9bS1gZLlR2ixeTklhD4unqw74RJ4Hmeag3Zq6+/hmZOwX6HHWx2KBn5+NV38NPvXIbx48ebHUpG+vuQbd2xHdVNDeBMbpvl6+jG5En7gOM4qs89IHMvy+07tqMt7EfTuDGGxJBKJbHzsw04/eSZe+0mp72X5SGHHIKNGzf2bUrggF3/lzO3pFK4JcPPbwNwW0HnMQEIwPM8pkyZgnXr1hUwRmaYhiwPtm7diqfeeQ3Tv/1NXccthlI3O9WLfz7zNLTRNRg7eZLZoezFFx+txIlj9sfJJ59sdiiDQgjBb+fciBP/7wJIFKw2Lnv+dfzmBz/GyJEjzQ5lUF6a9yraJA2TD5lqdigZ+fi1d/Hj8y7GxIkTzQ5lUFKpFH594/U4/adXmG53svDJF3DndTfu3lRSbjz25BMgE0dg7L4TDZvzw5fexNWXfA/jxhnb/1Yvrr3lJky//NtFdSjRQ/8Z8gew6d1lJdEwMg1ZHgQCAUgU+KD0x+ZywOOn334gpqoQadWQSRJiZaBJCQQC4CwiFckYANhqXHC73WaHMSQ8x4Hql0sC0xOcXFBVFYIoUhGrYLGUbdmSEILtLTtRP9LYjRGOhjq0lqmOTFVVaMkELLJsdiiwOx0IBIOG31PoVcGahD/gh2hiY9NMOFwutJVBP8uYGoOdEquQgYiSiFiM7pt73zOwBsDt+NMcc2P5mkOR7m9Ac77DcRzdAZaJwa6qqhApeRkQZQtisZjZYRSEx+NBShKKFqjnS83IRmxt3o7jjz/e0Hn1IBgMwuKwFX2d6KH/FEQRnCggEokYalXDSpb9mDVrFt577z2kOFDl6E4IQVKL46yzztqt86CRY088Hlu3baNSQ5bQ4jj6yKPw3rvvmh1KVmh/Xv/yl1dT64P3ox//GIuWfwi7DobOpaBpRBOefvTvGDt2rNmhZCStIVNVFe3dXagaUbpm2LkS8vgwsr4BNpuNeg1Z2kcrjaqqUDQVssEmp6lUCnElhtqamj1+rreXlt4sXrwYr776KtZu2YixB0w2OxwAQOuXmzD90CNw7rnn6qq/YxqyPHj8qSeRmtCAMftM1HXcYln45H9x1/U3Gt7KIR/0Tihuwa24DbfqNt4zzz+HKy41r2ltLrwxfz42aT4ceNRhZocCAHC3d8K3djN++8v/Z3Yog/Lue+/h81Anph5tTu/PofjwhTfwmx/8GE1NdHgbZmP79u14cv4rpnvgAX2+WhedcCoOPpjOjRqD8fK8V7GTj2L/ww8xdF5CCBY99RJuveZaVFebv1M7H9auXYvX13yIo06nQ+f7yVsLcPkpZ+HAAw/UdVymIcsDXzBAxbbbgVjsNoRCIbPDMJRbcZuu42mJhK7jlYIuTw+cNfTcSF211ejppV9DJlssSMTp/ftNJZMQi2xHZATRaJQaL0FBlsrGO3Agm5u3o2G08RthOI6Dc0Qd2traDJ+7WHx+PyQHPXIh0W413G6K/juEwfiDAUykcBVKsvX11qL5Dfu62+bg6Iu/pZ+H20TgjeYvdBmqY8dOxHfQ30vQ4/Vi7MH07FKVbTbENA2qqkKmQGybDavVimScXp+vpBaHxWwbkxygqR+tIFsQKaOm7GlisRh6vL04qMGcsq9zRD127GzGQQcdZMr8hdLr91G1GCI7bfAZbMjOErJ+nHfeeXjn3Xch3ffHfG1QSk4ynsBH897a3W+ORube90cot9xR1Bi3AHsUKc+d2Fe6uxUoer3MWVWFn/7wR0WOUjomTZqE5uZms8PIyJ/vug8TJ07Ejh10Gk9arVYQSpt3E0KQ0DTYKDKbzkY4EoFgpSPxtlitCJRJVaC/j1s0GkVnrxsfvP++KbHEVRWJcAwP3v/A7p+Vgwbv+eefBySh6Mb2epGIx8GnCC695FLD9Hd0/JdTwnPPPYebHrgbp/yQPr+vz5auwGmTDzU7jEH58ez/hxlXXlz0BfXmrn/295M5CsAbRYzZ09aB8LrtRcVVatavX4+b7r8Lp1x5qdmh7MGq+e/jitPOwQEHlL5BcqFYrVYkVToTskQ8AYEXyqJkGQyFINvoSMisdhtCvvJIyGbPnr074Vm4aCFWdG7DoSdMNyWWuBbHsqdfxgO33lEW5xwAzJ07F6P3mYCxJ01DbaP5G0qAr58Zv/7ZLwybk2nI+hGJRCCZ3GU+G5JVRjBM980plUqa7u6dDY7nkUylzA5jUILBIGSKluzTSA4bgsGg2WEMisPhQIJSzyo1GoXLwK3zxeAPBw23asiG1W6DL0T3eZeJLc07UFdkY/b9H/pbwd+VLBLkGie6urqKisFICCHo9fvhcNFzndhdTvT6jbWbovPpaRLRaJQaQ86BWKwywhTrKQghSOnstaRnP0Ge55BK0asxAvoSMtpMiYE+/aLfhL5u+eB0OqEpdHpWxZQoql0us8PIiUAwCCslGlprGW5kIoRgW0sz6kcVp/UttkG2vaEOLS0tRY1hJKqqIpFKUvX8tTkdCISCfe2cDIIlZP1QFIUaQetAZJsVwUjY7DCyQggBx/O6JmSbr/m5bmNxPI8U5RYvfQkZfTojm9OBXoPFrfnidDoRj8aodOuPRRRUu6rMDiMnAqEgrJSskNkc9rLRkKXp7e1FUuBNX2WsHlGP7S07TY0hHwKBAGSngyrzZEEQIFgkhMPGPXeZD1k/Jk+ejO3bt1Pq0EkwYuRIdLV3mB1IRpLJJA4/Zhq6u7vNDiUjqWQS++27H1ZQ3Jz92+edh6XLP6SidUh/kokESDyJyy+7jFpzyYcffhh/fPghVI2op65sHg1HMGP68fjnP/9pdiiDQgjB7265CSdcMYuKlQpCCD54/Fn86fa7qddCpZtjF1Mp0L1BNiHgd31P7wbZenPFFVfgzbffgkzZC6kaUTDrvPPx1FNP6TbmYD5kdJ/lBvPMM8/gg61f4PCTjjM7lL3w9rjR/TG9FxQhBDPPOB2n//QKs0PJiM/di7Zln5odxqD84MofYsaPLsF+h+ljhLn/Q3/TZZXR2+NG14ovcP2vrtEhqtIwe/ZsxLgURh9/OGpHNJgdzh58vuxjnDxhitlhDImmaUiQJDX9aDmOg7yrbFlbW2t2OIOSTnbefGs+NsR6MXXaEQWNk2lD05EAXs9zHEIIFv7zBdz9h5upNhNP85vf/Ab7zTwWR552ktmh7MEnby/AZTPONGw+ul4lTSYWi4Gn9E1MlCTq+7rRtNxcjgTCIV3fEIvVoaSx2mwIGbhsXygNtXWIBOkrccUjUdQMaGVDI6FQCBZ78b0E9URylJeObFvLTtQ1NZodBjiOg6OhFp2dnWaHkhP+QAAihfpZ0W7shiaWkPVDiUUhyXS8HQ5EslgQVelOyBjFEQyFYKXQq0q22xAMh6nUZ/VnZEMjwgH6duWpoQjq6urMDmNIQqEQJIN7Lw6FZLOWTUKWSqXQ2tmBusbiEzI9NjRZ62rQ0UGnxGUgvoCfKlPYNBa71VBzWNOWgziOEwCsBtBOCDmH47g6AP8FMBFAM4CLCSGG7jn9+U9/1tdygqI3xP7U1tXhnptuNTuMrLz49H/w6IMPmR1GZgjB6DFjcMM1vzU7kqxElAjqijTl3P+hv+2xMpY21t30658VXL4UBAGcwEHTNGrd+hcvXozX572Gre4OfLp0udnh9INgx6frMfOQozBmzBizgxmUYDAIC2UaHtFeHgnZrFmzsGDBAqiahsce/rM+gz75n6K+nkomcQ8BLBYLZs6ciXnz5ukTVwm4/trr0NzcDI6n69lLUgT77LsvNn/1lSHzmVmf+zWAjQDS249+D2ABIeRejuN+v+vP1xsZ0L0PPgCPi8ekqfQZYKZSKXzw+LN9uxkpTRgv+t536dWQ9XjQsfwzs8MYlHBUgaVIH7zN1/x8d+LVX4dSLJIsIxqNUpuQzZgxA2PHjsVTb7+G6ed90+xwdhNTFKx+8W2ccYb5zbqHIhgMQqCsbGT0CkWhzJs3D+vXr8eLyz7A0WefYnY4AAC/pxfNiz7Bzb+7zuxQhuRnv74aDUdPRf1IuloDdjS3ILXNOD83U0qWHMeNBfAtAE/0+/F5AJ7e9e9PAzjf4LCgJeIQRMHoaXOC32UpkUzS6aVFa5LYH5pjJIRAUaKwULC7LROChX4NY0NDA6KUlSwDvT6MGkHXQyYbvkCAGsuLNDanE17KPfDSdHZ3wVZLj72Jq7YGHn8v4pS2FOtPIBSixv+uPza7HQEDzYnN0pA9DOA6AP0d15oIIZ0AsOufxVkdF0A8Hgcv0CnqBwBeEJBIJMwOIys0S4wIKA4OfbYhKZKCKOmnYdTTWFe0WKBS6oSfprq6GkRLIK5qZoeym6DPjzEjR5kdRk70BnywO+l6KNqcdniDfrPDyInWzg5UNdCzG1QQBFhdTng8HrNDGRRCCELhMGTK9ItAWj9rXMnccB8yjuPOAXA2IeQXHMfNAPC7XRoyPyGkpt/nfISQvc5ujuN+AuAnADB+/Pijdu7Uz/zuossuwecbvyy6bFQq6qtr8M68N6jcxkwIQX1jI/w+Y1tN5A5BY+MIdFPaTkRRFEw+YH+4e3rMDiUjqWQKhx92GNasWWN2KBm5+uqrMX/+fASCQfCyBEGgY6Vbi8VgFS248MILqfVwA/o0ePc8cD+sI+thp6h9jRqNwre9DbfceBNmzJhhdjhZufrqq/GfZ5+FaJXBC/TslVOjMThkKy644AJqzz9VVdE4YgRClLZnc1ZVIej361Zhoc2H7AQA3+Y47mwAVgBVHMf9B0A3x3GjCCGdHMeNApDxyUQIeRzA40CfMayegc087TSc/vPvYdSEcXoOqxuL/vWioW0c8oHjOFx+1Q/wzZ/9H5WlQU9nN7xrNpodRlY0TcPlP/0RTv6/75gdSkZWv7sIF51wqtlhZGXu3LmYO3cu/vvKS+iQk5h8yFSzQwIAfPzau7jynO9g3333NTuUQZkxYwYWfvwRppx9MpzV9JTd4qqGD595FSeffLLZoQzKI488ArHGiRlXXkLNywAArF+xGkc3jsdpp55mdihZiUaj+Om1s3ESpfe+BU88D1VVYTVgocbwVJ4Q8gdCyFhCyEQAlwJYSAi5AsAbAL6/62PfR/5eeEWTTCWp2+XRH47nqE3IAIDnBWrjI6kUBJ6eG+VANE2j1gMPAHhRgKbRUwrMxrhRYxDqpWOVlhACxetHUxP9GjJCCAKhkOktfwYiyRakQKgvl/t8Pkh2G1XJGAA4a6vR5XabHcagKIoCocjd5aVElC2IRqOGzEXP2ipwL4DTOY7bAuD0XX82FJ6j6XBkhsbVpzQCz4FQmpClUimqSgkDSSQS4CndUAIAHOX6xTQjR45EzEdH6UMJhWGVLHA66SkBZkNRFPAiD4HClwKpDKwvvF4vrNX0/T27aqrQ6aaznV0aVVUhSPSdd2kEi2TYCwHrZdmP0WPGoKurEwCdSU9tfR2at22Hy+UyO5SMXPy9K8BV28FT9pYIAOFAEPs0jMQjD/zR7FAy0tLSgtO+dSbad7aaHUpGkokEjpl2NJYuXWp2KBlZvHgxFi9ejHg8jgXLlmDSkQfD7Os46POD80cw7YgjMWPGDKo1UK+++ir++OhcjD+YPsuftq+24hffvxKXXXaZ2aFk5cILL8QHixdSpz8mKQJVUfC9K/6PWg3ZV199heknHI+gl46V7YFU1dbgi7WfYcKECbqMR5uGjFpuvuM2CJNHUa0ho3mFbOI+k3DMZedCpuymBBjvJ5MviUQCF//4h5h+Hp1+VV98tBLfGEvfwzpN/4RHvPcuHHDWSXDVVJsa0/qP1+DI2jE445v0+KJl47DDDsPMb59NlYdbmtXvLsLBB+vT37VU/Oiqq3D0pedg6tFHmh3KHhBCsOCJ5/HAnNvNDiUrqqrimntvxVHfnGF2KBlZNf99w1bI6K3hmIDA80hR6vMFAISkwPP0/pUJooBUktKSZTIFgeJjl0qlqO0QAQCg2ANvIBPGjoOvx3zdjNLrw1jK3fnTRCIRiFY6PfBEmxWRSMTsMAbF4+uFncLKBcdxkJ12BAIBs0PJSiKRoLKqkobjjZNr0PuEMgFJkqgVpQN9SYVIocYjjSiI1GrICElB0tHjS29SqRTVG0p4nkeS0r/bgewzbgJ8PeZ7Lym9fowePdrsMHIiEolAsNEprBZlCSEDvaAKwRcKwuqgq+1UGslmRTgcNjuMrCQSCYDihIwXeMMSMnqf7iZwz+13YPv2HdQ+GOsbGvHQ7XebHUZWXnrmOfzx7nupLKumkklMnTIFP/zu/5kdSkZSqRQ4ijeVcDyPZKo8VsjGjB6N6OcrTY0hGlEgEqCmpsbUOHLl6X//G+8tWQjHX+lb5YmGI9g0/TicftrpZoeSlet//RuqO1nMnXMXtatkyWQST9z1IDp/0mJ2KBkZNW4sznvpG4bMxRKyftx5z93okJPY9+ApZoeyF8lEAov++V+qS5ZX/OgHmDjzGFTX15kdyl5s//IrNIbp3cBCCDFbgz4oHNcnEC4HRo8ejYjHb2rfV293DyaNHU/ly0kmvnnmGdj/rG9gv8Po02rt3LQFLo8xtgOF8qs/XItpF51NZfuftYuX45sHHG52GFkhhOAnc67DYd841uxQMrJ2wTIYtfmR3qe7CdhkK+IanX2/EvE4rBR7tQCAKIr0ashSdJcsqadMEgsAcDgcqHW6EPL5TYvB2+XGvhMmmjZ/vihRBRKljeMtVisiBvlAFQIhBNFolLodlmkEi2SYj1YlYqQTBUvI+mGz2pCg1PwyrsVhlem84NNIokit8DuZSMAisoRsuLDPuAno7TKvDZXS68O4MWNNmz9fItEoLJS+8FlkC5SoYnYYWYnH4+AEgdrqhSRLiKn0llM5jqO6D7KRMB+yflxwwQVYuHQJlTemVDKJ/fadjBUffmR2KFk55LDDsHXbVipvTMlEEocfdhg+XrHC7FAysnHjRpx06kz0dpu/OzAjhGDcuHHQs3dsKfnoo4+wYOsXOGLGCYbPTQjBon/9F7f/7g/UegYOZOTo0ejp7gKtdfOGxgb0dNFpcBoKhXDAQVPg7qazDy1JEUyevC++2viV2aFkZMWKFbjtL39C2/YdZoeSkbETxuPeP8zB4Ycfrst4zIcsR2666SYctvYUHHnaSWaHshddrW2IbaRT9Jjm57+6GuJ+o6n0cVu/cg2m1dEXVxqe5/Hzm67H0d+is1/kl6s+xVG15WHhAADjxo1D9GNzTGzDgSCqbI6yScYA4Dd/uA5Nxx6CuhGNZoeyF+FAEBvfXmJ2GFlJJBK4/Cf09qHdsWETGkJ0SkmAPneD40+fiSNOudnsUDKy+p2Fhsld6FvKMBG73Y6kSqeGTIvG4HLQ15qjP7LFgmSczvY6qUQCsoVOnyUgvWxP702TUL4LdCCjRo1C1BdA0oR2T57ObuwzXh9Xb6PQNI1aSx1REqHF6ZSSAPS3ZeN4HimKd0hLkoQUxW3ZUskkS8jMwG63I0FpE1s1GkMV5QlZn4aMzgsrlSTUPnCAvhUymncxplJ0G+sORJIkjBrRBJ+71/C5Az0eTJ4wyfB5iyFOsTknzwtIJOhNKJLJJEDxywrPc0hQ7CHYl5DR+/ebSrCEzBQcDgc0hU7xY0yJodpVZXYYgyJbLEhQukJGkgmqd1kKgkCtqS4AgNCd0GZiv/GT0GuC7kjx+DB2bPkI+gFjd5LlC8fzVMdHPRxH9fGz2WxIUupuAAAJVYPNZozpLxP19+P444/HypUrwYv0vSmSZAoHHXQQPv/8c7NDycqUKVOwZetWKo11STKFgw8+GJ999pnZoWSkpaUFf7jvTqQk+s49AOja2YbvnHoGrr76arNDycjDDz+M1157bY+fhUIheEIBuOpqjAuEEPh2WV7039xy/vnnY/bs2cbFkSdHHTsdLS07wVG4CkoIweiRo/H5mjVmh5IRj8eDw446Ej1ddPbKJSmCSZMmYcvmzWaHkpHu7m4ceczR1B6/EU0jsGHdl6iu1qc3LhP158jy5ctx7S034djLz6Nup+Wq+R/gitO+ZXYYg/Knh/6ELyI9mDrtCLND2YvV7yzExd+g1+lbFEWMmzQRJ1x0jtmhZGTtoo9wzNSjzA4jK7Nnz94r4enp6cEDT/wNJ313lmFx9HZ1o3vlelz/q2sMm1MPzj7vXBx0zkw4qujbiBDX4vjw36+YHUZWeJ7HZT+5EidfcYHZoWSEdlG/3W7HJVd+DzN/cLHZoewFIQQf/OM52A0y/KXvdchkaquroVDY9yuuRKnftWWVrUhQuvRspDCzEARBoFpHgVQKAqUao2w0NDSAqHGoBra06e3qweTxEw2bTy9o9hBMpZIQKT73RFEEofTYAX36T5HCqk8au92OpBanso+0pqqQRYlpyMyivrYOkSB9jWxjoQj1ffFkWUYqQd9FBQApLQGZUidyYJewleabuoHCVr3geR6Txo031CA22NOLiePGGzafXoiCQO35l0wkIUr0FnMsFospu3lzJa5qsFvpbHwO9L2MuhxORMMRs0PZCyUYRm1NrWHzMQ1ZP0aOHInubjrNBwGgqakJXZTW2QFg3333xY4dO6hss0MIwQH774+vvqLTHDEUCuGciy5Ar99ndigZCfX6cPmFF+Oee+4xO5S8eO9//8OnvnYcfKwx5dZlz7+G3/7wp2hqajJkPr349gWzsLl5G0QKrWGSiSTGjxyN9+a/ZXYoGUmlUmgYMQJ+H53XLgjB+AkT0LyDTuNVAHBVuRAO0VeZAoCqqipdG7MzDVmOdHV1YdmyZViycyNVjU59PR60fbgWN1zzW7NDGZR58+bh1Y8X46gzZpgdyl4sfXYefv9TOgXpQN8K2eHTjsJpP77c7FAysvL1/+EHZ59vdhh5M37cOHy4Zb0hc2kxFUlFRWMjfeaqQ3HG2Wfh3APGYuR4+naHenvc6FrxhdlhZIXneVz5y5/hOAq1xwCwdskKnDb5ELPDGJRH//4YfLUyJk3Z3+xQ9mDzZ+uwD4yzm2IlywHU19dDC9G1dBoKBDCyDG7ysixTawyb1OJUlywtFgtSySS129NTCbpLvtkYPXo0Ih6vIcfV2+PG+DFjqGwdNhQOux2agVq7fNBUFQ6bMaLqQnE5HIZqFfMhpapwOBxmhzEoo0Y0IezTbxVKL5RACE0GPnvL785RYurr6xEL0LV0GvIFMLpxhNlhDIksy0hRmpAl4nQnZDzPwyJK1Pq4JShPaLNRVVUFWRChGFAO8Xa7y1LQDwAuuwNqjE5TbC2mwmHQLrdCqXK6EFOiZoeRkURMoz4ha2xohBqk67kLAFowgoaGBsPmYyXLfhxyyCHYsGEDUqkUHrzxVrPD+RpCwHEcpk6dinXr1pkdTVaefvpp/Pvpp/D6Cy+aHcqeEAJfZw8mNYzENdfQa0fw+ZpP8c6771DpmB7odqOWiPjDH/5gdih5wXEc9h0/Ed4ed8ktHRSPD+MPOLKkc5SKOTfdhE2bNtHpQ5Yi2G/yZPzwu/9ndihZWbl8Odb8/THINqvZoexFoKcXkjeCW265xexQsnLuueeitbXV7DAy8vS4R9DSYkwfaZaQ9SOd7My59y5MOftkOKvpcMZf8erb+MmsSzFx4kSzQxmUX/3qVwgLKZxEWZPdmKJgzcvvUJ2MAcDJp5yCSaccg+r6OrND2YsFTzxP/fHLxqSx4/Bx13aMm7xPSeeJeHwYNWpUSecoFf9++t946/OPccSp3zA7lL344qOV+MbYA8wOY1Auu+QyHPWds3HgkYeaHcpeLPjn87j22mvNDmNQtm7dimtvn4OZV15Cjb2OFlOx/NnX8MCtdxg2J32vQxQwpmkk/B6v2WEA6NsdqHgDGDGC/pKlzWZDXKWvCbAWU+Gw0b1kD+zS8VB4/FKpFFLJZFmWLAFgzOgxiHqDJZ1DjUaBeBL19fUlnadUuFwuxCltGxePRHVzSS8VDXV1iIUVs8PYi7iqgSecYa1/CsVisaCxtg5Br9/sUHbj9/Ri7MhRhmpCWUKWgXEjRyHopSMhi4YjsMmyYU7BxSDLMlLJJHUGf5qqwU5hKWEgDpuNSmF1XFVhk63gKLQzyYU+Yb+vpMJ+n7sX48eMKdtjVFNTgxiltgNaWKE+IaupqUEiQl9CFgmFUF9TUxbn5YTRY+B3e8wOYzc+twcTx4wzdE5WsuzH1Vdfjfnz50NVVSiaSoUeIJlIgMSTeP6Jp3DOOedg7ty5ZoeUlQsuuABvv/M2nvjLo1TdAFKpFJBM4cMPFmHevHlmh5OVl5//L9Z8thaihS4D1lQqhUQ0hojbS/X5lw2XywVZEBANR2B3lWYLu7fHjYPGlp8hbJqZM2diw4YN+ONNt5sdyl6QVAqv/ePf2LBhg9mhZOWHP/wh1nz6KXiBrjUOkup7CXln3hv48MMPTY4mO1dffTVefvllxBJxaqxDtGgMNouMBe+/b9h9jxnDZqCjowOP/OdJnHjJt3UfO182rF6Lg2wNOOdsuvtYprn9gfuw72nHoqrOOHfjodixYRPqg0l895JLzQ5lUN6YPx+b4n7qdCjuji74Pt2E3/7y/5kdSsE89uQTwKQRGLPPxJKMv/rdRZg1/WQcfvjhJRnfCG65724ccOY34KqhZzVKjcWw8rk3cP+td1D1kjcQVVVx3R234NSrLqMqzg2r1+JgeyO+ddbZZocyJDt37sTfXn4WJ1xIRz/fpc/Nw++u/JnuJs+DGcPSlc5TwogRI6AGw1S0w1B6Axg7eozZYeSM0+GAGqWr7KbGVLgcxpn7FUq1ywUtSt/WeTUaQ5WT/uM3GBPHjIOvp7dk40d9gbIV9KcZPaIJgV663OaDXj+aGhupSnIyIcsynDa7IfYq+RALhDGigX4PSwAYNWoUYr4gFc9dNRoFicUNN3lmCVkGRFFEU0MjAl7zb05RbwAjR440O4ycqXI6qUvItGi0LBIKh8OBpEpfc3a1TI7fYIwZPRqxEhlPJuJxaGHFUL+iUjBxzDj43aVLWgvBb4KOp1BGN41E0Oc3O4w9UAOhsukcYbFYMKZpJLzdbrNDgaezG5PGjTfc5JlpyPpx4oknIl0CTSaTIAA43sQ3MwKkkkk8csud4DgO06ZNo1oHcMghh+DLL7/s+wNNb7Rl4uN2/fXX48PlH0GkrIl3MpGEwHF44T/PUa3BG4ympiYo3tIkZIFeL0aNaKJmu34hPPzww3j22WfR4/fBVV9jdji7CfsCqHO40LazBbNnzzY7nKxcffXVePHFFxEnKUgyPf1AY6EI/vPQo/j2t79Ntf4zrd9WFIWKY6jFVMiiiAfuvNtQ7TbTkGVhxYoVeP+rtTjilBNLMn4uuNs74f10E3539a9MiyFf3nv/f1jr78BBx9BjkPnJ2wtw2YwzMWXKFLNDGZS2tjb89b/P4PgL6dILfrZkOU7f/3Aceyw9/V3zJZVK4Xe33IgTv3chJJ03TWxbvxEjozwuvfAiXcc1Go/Hg3sf+wtOpshH8KOX5uOXl/wfxo2jf5VszZo1eHPtchx1+slmhwIAiARDWP/mQtx5w81mh5IzGzduxLML3sL0c79pahzLX3kLP73gspJ4fzINWQGMGTMGSq/f1Bh6u93Yd9wEU2PIlyqnC3HKSpaJGP293ADA6XRCo7D9SkKJwVnmJUue59HUOKIkdjYhrx/jRo3WfVyjqa+vB59IIUqJfUMiHofqD5WNZKOpqQkxf8jsMHbjc/eW3Xk5YcIEhHt6kUwmTYshrmpQfSGMGWO8dpslZFkYOXIkYn5zBYZhjxcTyuDNsD9OpxNJynrixcskoXA6nYhHY9T5uMWjMbhcpW07ZAQTRo8tieFzzBfUfSeWGXAch30nTISns8vsUAD09QYdN2o0JMpK+NloamqC6g9RIUoHAH+PB5PGlZcVi91ux5jGJni7ekyLoae9A/tOmGjKecdKlv14+OGH8dprr+3+c0tbK6QqBySLOfXsQLcH40aNhmXX/Oeffz7VOopZs2ZhwYIFUOMaVTqouKrBZrXilFNOoVoDtXjxYtx8+61oOnBf0865TOz8YgNOOuY4nHnmmZgxY4bZ4WRk8eLFWLx48aCfaWlpwQ5fD0ZO0PclZ8dnX2LmcScM2slgxowZ1B474Ot7n8/vQ1CNwkFB2zglFIaDl1BfX0/9vS+tP04kEn26Ywo0tKlkCgLPg+d56vXHe+u3iWl9VUkqBZ7jdwv69T52g5UsWUI2CPNefx3bSAgHHGG8L5QajeLj59/E/bfcbvhOj2LweDy47x9/xUmXzzI7FAB94swVz72OB2+70+xQcuLBuY+gftpUNIyiY8UllUph4RPP40+3313WonUA2Lx5M/793huY/m399ClqNIpVL8zHfbfcTr01Qy40NzfjsVeeo8ILatX893HZzLMwdepUs0PJmf++8hLaLQnsd+hBpsZBCMHip1/Czb/6LWpr6fGEzIVt27bhiTdewvEXmOOdtuz51/Dr//tRyUqWTENWIBPHj0eox5wWSr1dPaZsuy0Wl8sFNaKUtE1NPijhMGqqzH/bz5X62jooIXp0KNFwBC6Hs+yTMaDPX1DR2frC7/FidNPIikjGAGDs2LHQAmFoJssOkskkQt2ekoiqS8k+4yci2G1++x8lFIZVkFBTU2N2KHkzfvx4aP6QKedgJBgCH0+a5ilYXk97gxk3bhwiJTSTHIzezm7sP2kfU+YuBlmWYREkapqMRyMK6mrK5w1xRF09wkF6ErJIMITGuvJsmD2Q6upqcImUrjf6oNeHsSPL2xC2P6IoYr8Jk+Du6DQ1Dm+3G6MbRpRFD9/+jB07ForHb3YY6O3qxr4TJpbli4IkSThwn8noam0zfO7Ona049ICppi2EsJJlP9JeKGkIIfAH/LDYbYbXs1UlCqfNvoewkPZeljTqKEiKgAMgCAL1OoqHH34Y//73v+FVQnBS0r4mFlEgJYGmESOo1vHkoiEDgOWrPoZtdCPsOm3y6NrZin3qmoa0ZaBdQ9afJUuXYmnzBhx+8vGmxbD+4zU4rHokzj7zLNNiyIdZs2Zh0aJFIIQgFotBsEimJkPJRAIiL0AU+6xGZ86cSbV+dtKkSdi5c+fuP5udl/T/u5swYQJ27Nih59hMQ1YoT/z7KaijqjB+/8klnac/qVQKi578L+65YQ5sNpth8+rFY08+AW6fJoyeZL5lx7oVq3FM43icduppZoeSE1u2bMHT776uq86pGNYt/wTHjtwHp8ycaXYouvDciy/C7QT2OehAXcZb+fp7+P5Z52O//fbTZTwa6OzsxJ+eetxUHehHr7yFn5x/CfbZp/yqBH994nGIk0eZev8rpY+WEXi9Xtw59yHM+N6FhiW2yWQSS55+CXded2NJbZKYhqwI9p+0L3o7jd2C63N7MLK+oSyTMQBoqK1DhJKebvGIgtoyKlnW1dUhFqCnZKkGw2ior4ySJQCMbmpC2K+fjiwaCJV9y6SBjBw5EpYUh5COxykf1GgUiUAY48eXl2VDmv0n7WP4M6M/iXgcMW/QFB8tvairq0Od3QVvj3FtlNztnRg/crSpnpUsIRuCiRMmGK4jc7d14oBJxq3I6U1DbR2i1CRkUVRX01H+y4Xa2lokYioScTp6WqqhCOorKCEb0dgINaDPuRnX4iBavKzOr1zgOA6HHjgVnc0tpszfubMNU/bdb3e5rdyYNGEiwiYK+3u7esrKvy0bRxx0MLqaWw2br6u5FUdMPdiw+TLBErIhGD16NOLBiKEi9VC3B5PLcKk+TW1tLeJhOhzn1bBSVjuNeJ7HiLp6hPxBs0MBIQRRf7CiVoAaGhp0W4EM+f1oamgsu53QuXDIlKnwtnT8//bOO0yusvrjn5O2KZvN1uxusiW76Y3QWxABEZCfFKkqIGAXLKiIKAoRFFEUUVEBQZqiIEWKgPTeCR1CQkndXmZntrfz++PcSSabLbO7Mzvt/TxPnszOzL333XdvOe8533NOTI5dt2ELK2L8YBwNxcXFtNb7YlYgtnZLFUvmJX4IfcmixTSO0TmoqjRtqmThgoVjcryBSMwlSJQICjP70tHRwV8u+/2Y3Xi7Ozv5fdrkHWLn8S7MDCZFdHd3E2hpJu3CGGdIKbQ1N3PrVX9DRBInKcJrGxLTxvZgze17e7nqN5cDkS+QGAuys7PpaG6ht7d31NdzoNFHQd7MCI0stvQtit3b28uHG9bzn5v+NbbnoSq+qloeKS7ZzkMWzwklfUlLS6OkYBb1VTXMLBr71kXN1bWU77JyzI87GvpLyunt7eXpJ5/ggw8/jHqh7I62Nurf38iVHbrDc3csE3KcqD8MHnrkYV6sXs9OK/eM+rGa6ht4/+FnWXXOj6N+rGjh9/tZ9btfc+BpJ8R0HInYXBfg4Uce5sWaDSzfd4+YjqPiow30flDFN770lZiOI9Jc8KuLWXjYx5g+ykzWt55/hd1yijjk4E9GaGTxxVXXXUt3cTYl8+eO2TGrN22h6bV1fP+b3x6zY0aD+x+4n9eaqli2925jetye7m4ev/7fXHLeBUyePHlMjx0N/v6vf1GbDvOWR7c48Dsvv8bCiZkcfeSRUT0OOFH/qJlbVj5mmoCaLZUsKk9sd/P06dOhu4euztjqoJqb/MxMwHBbYUFhXDQp9tU3UDIrcYXBA1GQN5NAo2/U+2n3B5iZmzf6AcUpuyxdTs1HY6fhAaj8cAO7LR/7ziiRZt7ceTHRkdVX1VCUX5gUxhjAiqVLqd+wJerH8W2sYOnixVE/zlA4gywMioqKaG/wj4nQuqmylgXlY7cijQYiQm52Ls1NsdVBNTf5KUjAB+bMmTNpi3BF+ZHQ2tDErCQqehqkMHdmRDIIO/0tZGdnR2BE8cnixYvxb66mxwuhRxtVxbexgiWLE6dV0kCUlJTQUtsw5jqymk0VLJu/YEyPGU3mzZtHS3V9VJ+9HW1tdPmaKSsri9oxwsWFLEMYrLjk8y+9yMT8LNKj2oZHWf+6NXLur+RFvBeXDNWhVFZX0TtpPGkxLN3R0uRnRtrUraL+eNehxFtxye7OLtImTdqqtYp3DWO4PPfcczy09jV2OWB0OptH//avqNcsGiv6asiCbNqyhfHTJjNp8sCN0yNFd2cXHU0BSoqKdzjvE+XaDaW9owMZP25Mkz66u7qYNGHiDq3O4v3aHezZ++IrLyPZ08nIyozKsX21daS1dbPzTiv6/TzSz11XGDYCPPjQQ7xSv5Fl+0RP1+Nv9PHe/U/ys3PPS8iWF6Hc/8D9vNFczZI9do3ZGF6671FO3P+TLF0a20a/I+F3f76CjBXzYiIKBruxP3n9bVy66qKELT8wEGvXruWmB+9hzyNGrv3qaGvjhX/ew69XXZTw1+pgPPX00zy27g12OWi/qB/rjWdeZLecIg479LCoH2ssePChh3ipdsOYaI/ByrA8dePt/Oqnq5gUZRH8WPLMs8/y8JpX2fUTH4vK/l+6/1GO3nN/dt11bJ5VTkMWAcrLyghURVcTULO5gsXzFiTFDT5/Zj5tMdZBtSdw0c6yohIaamJXy8iaZucnnTEGXvFd/+hqkQV8fvLz8pLiWh2MpUuW4NtYQW9vb1SPo6r4Nmxh+bLlUT3OWDJ/3jyaq8awsGlFJeXFJUlljAEsWriQps1VUWmn1NPTg7+ihgUL4iPM6wyyMCkpKaGt3hfVWLavooaFcxO3IGwoOTk5dIzyoTcaent76Qg0J6zGp6SoiOa6hpgdv6G6hrLixKyUPhSZmZl0trSOShuVqPrE4ZKdnU1BVg51FVVRPY6/oZEpjGfWrNh4hKNBcXExHb5ARJvZD0btpgqWxbiOVjTIycmJWtX+2i2VlBbOIj1CvW1HiwtZhtC3uXhf/AE/MnEC46PkNWhvbmHG9Iwd4v9B4r2OVqiOIqiDmpAWm9WaqtLT1c2UkGyjeNdRhJ5/PT09NAUCTE6PTS23zrZ2pkxKIy1tm3Yons+/gTRQA/HRxg1MzZ4x4mu5xR9g+sQ0srPCM/jjXQM1GI8+/hhPb3yPXaLYbPztF15hydQ8jvz0p6N2jGgy0LMjEAigE8YzYWL0Pc3tLa1kTEvv16sdz9cuDK4hA1j3/jqq2psjLuGo2rCJ0hm5g/b8dBqyMBlLDRmYJuDlug0s3zfymgB/QyNr//c0q37446QJg5x70QXscsxhTE0fe9Hz5vc/Yvymer562hfH/NiRoLe3l3N+dj57f+6ImCRGPHnznZz9xa+Tn58/5sceC/587V8ZP6+QWXNG5gV85aEnOGq3/dhll10iPLL4o7a2ll9e+UcOOOXYqN2bnrrlLs488QuUlsauIXc0ePqZZ3h03RvscmB0C7W2tbTy8q3/5ZLzf5aUnSM++ugjrrz9ZvY7/oiI7VNVt97nCgoKIrbfoXAasggxt7w8ajqy6iTSjwUpKphFU31swm6++gZKChO3hta4ceMoKy6hvmrsmxR3tLej7V3k5SVvSK4gN29UTcY7A8ld8iKUvLw8cqZNj9q5GPA1MbFLKS4ujsr+Y8m8uXMJjEGj8epNW1g0d15SGmNgkqHe5nbaWlojts+Ar4kpjI+rRWdy/vWiRElJCe0N/qgUPG2qqGFREvQfC6Uov5CmGOmg2n0BCuLoQhsJC8rKqa+sHvPj1lVUMbekNGlv7gAzc3JpGUWT8XZ/4uoTR8KeO+1CxQcfRWXfm97/iN2XrUjK8y0/P5+JPUS9JmPD5kqWLlgU1WPEkvHjx7N8wcKINryv+GgjK5YsjSsnSPKlUI2CcHQomyu28N977ol4XR5fVS2PFP170Ky2eNeh9NVRdHR00NbZwaQpY181ur2llWv76CniXUfR9/xra2ujsr6WjNyxffC3NPnJmDSFW276x3bvx/v5NxxycnLofmNkq+2ujk7o7okbIXAkGErDEwgEeO61V3jrpdVAZB9gm95dy64Ll/L6q68O+J14r8E4mP64uaWFnj9cwcRJE6N2/PbmFq5JYP1xOM/eQCBAXaCJ6dmZETmmv66R/Kxsrrj8D4N+byzve05DNkwefvQRXqj6kJ1W7hWxffrq6vnwkRe44JxzI7bPeGDz5s1c8a8bWBnBuH849HR38/h1t/KbVT9P6LINHR0d/PDnqzjg9BMGvNFGg2fvuI+vHHUC5eXlY3bMsaaqqorf3XAN+312+L3rGmvq2PzUan78vbOjMLL4RFW58NJLKDtob7LyciK239ZAM6vveICLz7tgTM/xseS1117jjucfZ49PHRSV/Qf7H1/wgx/Flbcn0vj9fi747SUccNoJo/amdnd18eQNt3HJT1Ztl7g0FjgNWQSZVz6XQGVk02+rN21hSZKFK8FrAeQLjFnrlSBNDY3k5+YltDEGkJaWxuyZ+TRUj10to+6uLtob/BQVFY3ZMWNBdnY27YHmEdU2avZbDbJUQkTYffkKtkQ4bLn5g4/YZcnypDXGAOZ6OrJo1XKr3LCZZQsWJbUxBpCRkUF+Vk5E7oc1mysoLy4dc2NsKJxBNkyKiorobGq2sEWE8FfWsjAJDbJJkyYxMysHf33jmB63obqWsqLkqKG1ZN4CajZFv7lukLrKakpnz0664pJ9mTRpElMnTx6RSLi5yU9+TmIWHB4Ny5YspXFjRUT32bChgp2TqBhsf0yfPp38rBwao1BHC6CpopolSawfC2WnRUuo3rh51Pup2VTBToti30y8L4ntQogwQ9UhC+IPBLjhqmsYH6HaMu2BFq6f8bsh3bCJqAOorqmh6/rrmDxt7OppNTc2kT1tOlde8aft3o93DVR/519XVxfNba2kTR2b0hed7R2kjZ/A5ZdcusNn8X7+DZeZ2bm0NPmHXZalvamZvNnJV4BzKIqLixnX3kVzk5/0GaPv6dvR3k57vS8pQuNDPTtaW1vp0h4mRtojo0p7cys3zvj9oM+PeL92w60j2NbWRmVdLRl5o9PVNtXUcV9+YVgeMqchC5NYaMgAHnv8MZ7ZvI4VH9t71PtqrKlj4xMv85Ozz4nAyOKPZ599lofXvh71OjyhPPPveznjhJMpKUl8L1l7ezvn/uJnHHDa8VErSBxKKujHgtx86y3UpgvlS4fnXXjh7gc59bCjmD8/+bzaQ/HvO25nvbSxaNedRr2vj95dS3ptC1885dQIjCy+ef/997n2ntvY95jDI7rfqk2bCbz+Ad8781sR3W+80tXVxQ8vvID9TjmGiSMsOt7a3MLq2+7nlz9dFZPMXqchizBzy+cSiFCPsurNFSydn7yr7aKiIlrrxi5k2dPdTbvPT2Fh4ZgdM5pMnjyZ0sLZ1I1B+Yuujk46Gv1JWQ+qP/Jzc2lpGn6/1Y5AC1lZWVEYUfyzPIJhy7oNm1mxZFlE9hXvlJaW0tHgj6jUBaBm4xaWx2HoLVpMnDiRuaVzqNky8nOwetMWFs+bH5dlVuJvRAnArFmz6Pa30NHePup9+StrmD93bgRGFZ8UFhbS4QtEtQdoKA01dczOL2DixOilmI81yxYsomZTZLU7/VG9uYL5pWVJNXeDkZOdQ2dzy7C26e3tpaOlhczMzOgMKs4pLy+nvc436v6MPT09+LfUsHBh8i5GQ5k4cSLz55RRvTmy17F/Sw0LklB/PBhL5y+gdvPIe6s2bKli8bz4aCbeFxeyDCG0F+NQdHR0wLhxjBs/CptWobuzk8mTJ4eVIRPvvRiXL1/Ou+++u8P7vb29XumiMcgC8s7n/lY/ixcv5s0334z+GEbIQDqK9vZ2KmqryYhguYH+aPb5yZw8dUBjI541eEPV0eoPn8/HK+++RdHi8B9onR0d1K1bz4H77T+sY8V7Ha3h8NcbrqNz1gxKFswb8T6SLdQWjgbK5/Pha28hPXNGRI6pvb34q+spnzNnyOdHPF+7MLzrt6mpiRfffp2SJSMz5je88S4rd9uDadPC0466XpZhEisNGcDjTzzOUxvXsvP+I9eRNdTUsvnJ1Zz3/R9EcGTxx1333MN7XY0s3m3nqB/r5Qce45i9D2DFihVRP9ZY0d3dzbkXXcDenz+KtMnRK7L75D//w3e/8GVmzYpsA994JRAIcMFvf8WBp58Q9jZVGzfTsWYT3/zK16I4svjmxRdf5L+vv8Duh3x8xPt47cnn2a94PgcecGAERxbfVFZWctkNf2X/zx0dkf1teG8dU6oCfOkLp0Vkf4lCd3c351x4PitP+sywC7S3+AO8ftdDXHzeBTErE+I0ZFGgvKyc5lHWQ6nZVMGSOHWdRpK5ZWUEquujfhxVJVBdlxRi/lAmTJjAwvJ5EUn3HogWf4DxXT1Jo70Lh/T0dOjpHVYrtOYmPzNTsORFKPPnzydQUT2iGm5BAluqWLggNcKVQQoKChjf1UOLf/i6xf6o25Tc7ZIGYsKECcwtmUNtReWwt63ZUsni8nlxW7PNGWQjZPbs2aPWkfmrapNaPxakpKSEQFXdqG7g4dDiDzB1wqSk1PcsX7iY2ijqyKo2bmb5giVxe6OKBiJCbnbOsPoMtvoDFOSmVlHYvmRlZZE9LYPG2roRbd/c5Gd8d29KGf9g59uy+YuoisDCSlUJVNYwNwWeH/2xaO68EfX59VXWML8sfufMGWQjZPz48cwrLaOuYmTiQlWlubqO0tLSCI8s/sjIyCBz2jT8DdHNtqzZXMHCsrlJaVTMmzePwJaaqBm1DZsqWZoiAutQ8nNzaW5qCvv7nf6WlGoqPhArFi+hav2mEW1btXEzOy1MLeM/yOL5C2jcMvqM6YCviSnjJpKbm5re2jklpbTUNAx7u+aa+rh+5rrCsCGEW5wuSKOvEX9HG9NGUCSxu6uLDl+AV594NuxtElmY+dY77/Dcq6+QnT8zasev/HA98/OL+OC9tf1+Hu/C6sHmT1V55dln+HDTBiZPjWyRXVVl/Wtv072xZtDzP97nbyTk5+TyTlP44fSO5uQseTHce19raytVDXUjanwfaPCRl5HJVX/6c9jbxPu9L1zKy8sJ3Hsnqjoqg7R605aUaJc0EEVFRbTUNdLT3R12fcaO9nZ6WtrJz8+P8uhGjjPIQjjrrLOGddGvX7+eK2+/mZXHfXrYx3rv1TeYw1SOO/qYYW8brwz2wH7ttde484Un2P2w6Il4n7jpdn74tW+Sl6B9BocyeO686y7W9fhZvFtkExZqt1RSP28RP/jWWRHdbyKQl5NL+7sbw/quqtKepB6y4d77Ojo6OPfnq9j/1OOYMIwyKb29vTx+/a387PvnkpEx+mr/iUZWVhYzpqTjq2sYVZN235ZqDtr7gMgNLMFIS0tj1sx8fHX15BSEZ2DVV9VQVlwS131TXchyFBQVFdHpax6WKDiIv6ourmPZkaasrAx/ZW3UQm7NTX7SZHxSu/CXLFqEb9PwhaxDUbl+EysWLY34fhOBrKwsuprD62fZ2dHBpHHjmRzFTNdEIS0tjTlFxdRsGd752FhbR96M7JQ0xoIsXbCAms0j709r+rHalOimMRjzSuYMq2B2Q2UN80vLojii0eMMslEwYcIESouKqK8aniYgqB9LtmzAwZgxYwY56Rn4aqOTbVm1cXPSu/DLyspoq/NFvNq3v6KahQuSP9u3P7Kysmj3N4f13eYmP7k5OUl9jg2HpfMXUjdMg6xmc2pklg/Gwrnz8VeOPEPfV1tPzvQZKW3UApSXziFQG76OrLW+kZI470LiQpYhjKS45PsffEDlQ/9jZlH4tZs629upW7eBy3vHD+vmHu8anqEK63Z1ddGjyvgJkXcZd3d1M2nCBL7xla8O+J14L6wbzvm39vU3WbvhQzKyI6Nj6u7qouLttUwOdA55Lsb7+TcSsrKy6Gxppbe3d8hWKs2+JvJTvORFKOVzynjk9ZeGtU1zVT3zP75blEYUO4ajwevu7mb9po3ccf0/RlQruzXQzBSZwMP33hf2NvGuwRvJs7elpYVnVr/E2rd3LEa+I8pHr75N9+a6sBqKhzKW9z1nkIUwkolfu3YtNzzwH/Y+6rCwt/nw7TXk+Hs4+bOfG+YI45uhjJ13332XfzzyX/Y64pCIHldVeey6W1n1vXOYMSMyVbBjQTjn39PPPMOja19nl4P2i8gxP3x7DVkrD+QLnz8pIvtLNCZMmEBG+nTamluYljF90O82NwWYl5NapRoGo7i4mPb6Jro6u5g4aWgdWW9vL4Hq2rjOchspw9Xg/eK3l1K0/65kzxy+3vXF/z7MifsfwrJlydMHdCTP3t7eXn6w6iesPHnoRuMt/gBv3v0IP//xT+Paw+1ClqMkmO3R29sb9ja+6lrmzYnvWHY0KCsro7m6PuJ9LRuqa8jLzEpoYyxcFi5YQNOWqohp8eo3VbAshZoT90deTg6BMEpfdARayM2JbvuqRGLixIkm2agOT7LRVN9IzvRMK8ib4iyZt2BE/WmDcpc5c+ZEflAJxrhx4ygunE1DzdDh34aaWuYUFce1MQbOIBs1U6dOJW9GNk11w4hl1zSklH4syOTJkykrKqZ2hLXbBqJqw2ZWLFoS0X3GK7m5uaRPTItITbfe3l4CFTXMn59azYn7kp+TS0vT0NXTu5pbk7LkxWhYOKecuorwDLK6yirml6W2ED3I/LlzCVQPv7Cur7ae3Axn1AYpKyqhsWboefTV1FFWFN/6MYhBL0sRKQZuBAqAXuBqVf29iGQDtwBzgPXACao66FMn0r0sRxLHBnjn3XfxSVdY6bc93d1senMNhxxw0LCt9XjX8AzUXDyUXu0FBSK4UlFVxokMOZ/x3lw83PPv3TVraNBOcgtHV0+nNdBMa0UNK/faJ6zvx/P5N9JrF+Cj9evZFGggv3j2oN/b8MY7fGyPvZkyZcqwjxHPcwcjn7/a2lre/GgdsxcMnTFe+eF6FhQUj6hXarLNX0dHB489+zRluyxlOEKy+qpqMpnIkmF6teN9/oZbBy9IIBCgvrmJ9KzMwb9X38jMzOywG4qHEmn9XVw1FxeRQqBQVVeLyHTgFeBo4DSgQVUvEZFzgSxV/eFg+4plc/FQVq9ezV2vPM3uhxww5Hcr1m+ka+2WlG1OXFFRwe9uvCZiDXY72tt5/ua7uOSnP2NCmAUCE501a9Zw04P3sPdRh45qP28++yK75RRz6CGj20+i88Ybb3D7c48NWiOvp6eHx679F5ddeHFc1zEaawKBAOf/5pccePqJQy6InvzHnfzgy99g5szoFYdOJC689FeUHbQnmbnhh8Ffuv9Rjt3nQFasiGwtwkRly5Yt/PHm61l5whGDfu/xm27nvDO+Exc1BOOqubiqVqrqau91AHgXmA0cBdzgfe0GzEhLCIqKimitCy+E1FBVG/e1UKJJYWEhE7t1WP0DB6NqwyYWzZ2fMsYYmBavtbZh1Fo8f0VNyjV47o/MzEy6WtoG/U5roJnMjBnOGOvD9OnTmT556pDXc0d7O73tnUldJ3C4LCyfOyz5Riq12wuXmTNn0tYUoKenZ8DvdLZ3QGd3QsgNYqohE5E5wC7AC0C+qlaCGW1AwiyjcnNz0fYuOtoGv6kDtNY1xH0tlGgiIqxYvJSKjzZEZH+1GyrYKUX0Y0HS0tIoLy6lZvPIm413tLXR7W+lOIXPxSBZWVm0DVGLrMUfIC/bCfr7o6yklIbqmkG/01BdS2lR0ZClRVKJ+WXlNFWFX4+sucnP1IlpKZG8FC4TJ04kNzObZt/ASTlN9Q3MLiiMe0E/xLDshYikA7cDZ6mqP9zJEpGvAl8F4kYYP27cOMqKS6ivqmFW2cCrF1UlUNPA7NmDa1USlXB1FDU1Nby1/v2wdCeDo3z02ju0v7+Z++4buiZPMukofD4fvvZW0jNHVhyyvbWN8Z09vPzE02FvE++1jEZKeno60tMzaPmG5iY/s12GZb+UF5fy5IY1lC4cODmkobqWnUrmjN2gxpiRaKA6OzvZVFnB7dfeGNb321vbmNDVy9MPPjLs8cX7tTsaDeirb7zOc6+/woyc/sORDdU1ZPSOZ1UY4v/+SPo6ZCIyETPG/qGqd3hvV4tIoapWejqzfpdcqno1cDWYhmxMBhwGc4tLeLWmclCDrMUfID1tctJWWA73xG1vb+dHF1/I/l84dlh98PpSV1lNVek8fvTds0e8j3hiOLWMKioquPzGa/jYCLV4rzz0BJ9avid77bXXiLZPJkSE7MwsWvz+AfU8rf4AebNSOxt1IGbPmkX7ay8M+p22hiaKFyVfQdggw61DBrZAP/eiC9jtuMOZMm3qkN9/9bFnOHjBCvbdd98RjjJ+GY3R89AjD/Ny7UaW7dOvLItXn3iWT8xdzsqVK0cxwrFhzP3HYq6wa4F3VfWykI/uBk71Xp8K3DXWYxsNRbOLaKv3Dfqdxto65iRA6m20mTx5MnOLS6naOPJ+bgBV6zeyy5LkKY44HAoKChjX1UNrILy2P6EEe+HNmzcvCiNLTPKyc2jxD1z6oqu5jewE0KDEgoKCAlrrGwetjdfa4CM/f3RZwcmGiFBeXEp9mP0YW2rr4yYqFE/k582kfZCyNR2+QMIkksQioL8SOAU4SERe8/4dDlwCfFJE1gGf9H5OGGbNmkXLEML+xuo6yovdBQWw85Jl1G7YPKp9+DZVsWjhogiNKLEYN24cS+ctpGrj8Ocw0OgjfWJaXGQcxQv5OXmDGmSdLa4G2UCkp6czddLkARcHXZ1d9LS2O0F/P8yfU0ZD9dA6su6uLjqbWigoKBiDUSUWubm5dAyiAW33NyfMuTfmIUtVfZqBC698YizHEkmysrIY191LR1sbaQPUKWpvbGL2bsmpH4Ph6Sg6OzvZWLGFzKv+NqJj9fb0EKht4Pl7HwxbrBnvOorhsnj+Au559VnKlw7PKE2FRuzDJTc7m7fWD5zx1hFoITMzc+wGlGAUFc6iqb6h3/ZTTfUNFM7Md4L+figuKubRN1cP+b3GmjpmFxQmbTb5aDRk3d3dPPbk42zYsom+pkVvTw8bXn+Hy7sY8f0u6TVkyYiIUDx7No219RSUFPX7ndZ6X1KvcIajo1BVrw7PXmTlDV8s/cFb75IbUE7+7GeHvW2yUF5eTuC+u1DVYd1smipqWLgyYdc+USEzM5Ou5tZ+P+vp7qa7o8tVRx+E4oJC3q6v61dD21TfQHFh8i5ER8Ps2bNprq0f8hqur6phfhInRYza6Ln4IpYdcdAOC4LGmjo2P7WaH38vMXTGbskSQcpmF9NY238mR3trK+N7SVpB/3AREXZZsozKEZa/qN+4heWLU7sHY1ZWFtMnTSbQ6At7G1UlUFVLWVnq1sLrj8zMTDoGMMhaAs1kzZjhPDyDUJhfQLuv/5BvoKGJ2fnJuxAdDVOnTmXGtHQCg5RtAGiub6TUlagZkJm5uf32ow00NVGQIPoxcAZZRJldOIu2xv4LJPrqGiiaNcuFiUJYsmgRvs3D72vZ091Nc2VdyovSRYQl8xdQPYx6ZI21deRMz2T69B1DS6nMjBkz6BzAIGsNNJOb5fR2g5GXlzegQdbpTxxRdSyYU1xC4xANstvqfRQWFo7RiBKPgtw8mn07PnubfU0U5ubFYEQjwxlkEWTmzJm0D2KQlRb2H8pMVUpLS+nyBehobx/WdrUVVZQUzhpRX7JkY0H5PJoqwy8uWbO5ksXzXPmGvqSnp6Pd3f12P7CisM4gG4zc3FzamgL9Zlq2+QLkuBpuA1JWVIKvpn7Az7s6u+huaSMvL3EMi7EmPyePln66RXQEWsnNSQxBPziDLKLk5eXR6vPT29u7w2etjU3MSmL92EiYOHEiC8vnUbVh07C2q96wmRUpVp1/IEpLS2murhu05EAogapa5pePtiBv8iEiZM3IpLW5ZYfPWgMtzkM2BFOnTiVtwoQdupX0dHfT3dbuMlQHYVZh4YALeQBfXT2FM/Nd265ByM7Opqt5x045nYHEyo52BlkESUtLIzN9er/p8x1Nzm3fH8sXLqZuU+WwtvFvqWbB/AVRGlFikZWVxZTxEwct2RBEVQlU17teeAOQnZnVb+mGrpZWsjIT56YeKwpyZxJo3F7H09zkJycz2xkTg5Cfn09rg2/Az3119ZTOdvqxwcjMzOxXctDRnFjZ0c4gizCFM/N3EFmrKm0+f8LUQhlL5s+fj39LddgentZAM+M6upk1a1aUR5YYiAgLy8qp3TK0URvwNZExeYrrhTcAOZnZ/Rq2XS1tLhknDPJz83ZoMt7c5GemC1cOSkZGBhNlHG0t/WsYm+t9FBe6+91gZGVl0RHY3rutqnS2tCbU/c4ZZBFm1swC/H1WOx1tbUwaN4GpU4duj5FqZGdnM2PyNJrqG8L6fuWGTSydv9BlvIUwt7QMX/XQfdrqKqqYV+qyKwciJyuTtn5Clp2tbQl1U48V+bm5BHw7GmT5OU77NBgiwuyCQpoa+r8Htvv8rsvBEEybNm0HDWhbSytTp0xh4ija84017qkWYQpmzqS1zyox0NhEQd5Ml2HZDyLCsgULw26j1LilmiULFkZ5VIlFSUkJrbVDG7RN1XXMm+MMsoHImpFJV+v2CSaqSkdLq/OQhUFOdg6dfQzatkALec5DNiTF+bNoqtvxGlZV2hqbnNxlCPrTgLYGmslJMKmBM8giTHZ2Nl2B7cWFAV8T+bnughqIRfMX4K/ot5f8dqgq/ooa5s51ovRQCgsL6fA309W5Y4ZgKK11jRS7WkYDkpGRQVfr9tduV0cnE2Q8aWlpMRpV4pCZmUl3y/YGbVdzW0KJqmPF7MJCWvsR9re3tjFp/ASXUR4GWZmZ22lAW5ubyUmwZBxnkEWY7Oxs2vvoUJqb/BS4lOUBKSsrI1BdS09Pz6Df89U1kDk1PaFEmmPB+PHjKSqYhW+AosRgvfA6mpqTulPEaJk+ffoOHrK2lhayXLgyLDIyMujo4yHrSjANT6wYqB+jv6GRwrx8F10Jg9zMnO0NMn8zOTMSazHgWidFmBkzZtDV1s6aV14H7yJq2FRJzpI9Yjyy+GXq1KkU5uThq60jp2BgrUTtlgqWuuzKfplbXMq66lryZvdfPNJX18Cs/Pyk7YUXCTIyMmjzN7Nm9Rtb32tuamLmjMzYDSqByMjIoLOtbbv5a/UHnEEWBjk5ObQ37ZhQEvA1Mdvpx8Iie8YMNjRtK5Ld3tpGVt6c2A1oBLi7c4QZP348xx1+BE0hbRyWLM+mvLw8hqOKfxaVz2fN5spBDbKmylrm73PgGI4qcSgtLubVl54a8POG6hrKi125i8GYNm0aRxxwMO0dIV6ymVmUOd1dWEyYMIFjD/s0gcA2w2KXjx/swm1hkJGRgXb10NXRycS0SVvfb/H5KSxN7RZx4TIjI4POyg+3/tzT1p5w2k9nkEWBj63cL9ZDSDjmlZfz8uP/G/Bz68FY52poDUBBQQFtg9QyCtQ1UrrCJUMMhohw8Cdc0/XR8PGP7R/rISQkIrK1H2P2zG3yls5Ai+tyECbTp0+nO0Ry0N3WkXAt4pyGzBEXlJaW0lwzcMX55iY/09MmO/3YAOTl5dHZ3EpPd3e/n7c3utR5hyOemZmTu0Mdtw5/M9mubVdYpKen09PesfXnztZ20tPTYzii4eM8ZI64ID09nYyp6QQafWRk7yjErKuoYr4LHQ3IhAkTKMjN48O31zAtY/tVYbAwsTPIHI74JT8nl+c3vL+dzrM90OKyVMNk2rRpdLZt85B1tbUlXLjcGWSOuGF+aRl1ldX9GmS+6jp2X7AiBqNKHD621z68/d4aaNg+U1CAA/bch0mTJvW/ocPhiDlLFi1mS3UVrK/d+t5+u+7hSq6ESXp6Ol2eQdbT00NPV3fCFWN3BpkjbphbOocP1rwKS3f8rLWukeJPuBpag7Fyn31Zuc++sR6Gw+EYAWVlZXy1zEUBRkpaWhr0Kt1dXXR2dJI+bVrClQtxGjJH3DBr1qx+hek9PT20+fyuhpbD4XA4+kVESJ82jc72Djra2kmfmlj6MXAeMkccUVBQQFujH3+jb7uVjb+hkYLcvITqSeZwOByOsSV92jQaa+vo6uxienpi6cfAGWSOOCItLY2dFy5h3YPP7PDZPrvsHoMRORwOhyNRWFQ+j9deehuAvXfeLcajGT4yUJmBRGD33XfXl19+OdbDcDgcDofD4RgSEXlFVfv1MDgNmcPhcDgcDkeMcQaZw+FwOBwOR4xxBpnD4XA4HA5HjHEGmcPhcDgcDkeMcQaZw+FwOBwOR4xxBpnD4XA4HA5HjHEGmcPhcDgcDkeMcQaZw+FwOBwOR4xxBpnD4XA4HA5HjHEGmcPhcDgcDkeMcQaZw+FwOBwOR4xxBpnD4XA4HA5HjHEGmcPhcDgcDkeMcQaZw+FwOBwOR4xxBpnD4XA4HA5HjBFVjfUYRoyI1AIbYj2OQcgF6mI9iATGzd/ocPM3ctzcjQ43f6PDzd/Iife5K1XVvP4+SGiDLN4RkZdVdfdYjyNRcfM3Otz8jRw3d6PDzd/ocPM3chJ57lzI0uFwOBwOhyPGOIPM4XA4HA6HI8Y4gyy6XB3rASQ4bv5Gh5u/kePmbnS4+Rsdbv5GTsLOndOQORwOh8PhcMQY5yFzOBwOh8PhiDHOIHM4HA6Hw+GIMc4gS3DEWBTrcSQiIlIoIlNiPY5UQkSmisgk77XEejzJgIhMEJHZsR5HIiEi42M9hnjAzcPo8J6/EbuPOYMswVETAZ4kIoeIyGEisk+sx5QIiEgOsD+ws4gcKSK5sR5TsiMiecDHgZkiUhDr8SQRRcD/iUixiMyP9WDiGREZB6CqPd7PKWnI9jMPRbEdUeIhIqIeIrLEe45MC342kn06gywB8Yzy0L/d28B/gOOAtTEZVAIQOm+qWg/MB24FTgHUeWyiQ3AVrqq1wC7ADcDfgfluzkdGn3uAH9gTeAY42c3pwKhqL4CI7CEi9wLXiciKPvfTpCdkHnYTkbuxedjFecyGJuQZop7H/xvAL4ETgD+MZt8TIjA+xxjjecVURMqADuBF4J/A856h4eiHkHnLAwLAv4GdgavdvEWP4Crc403gROBHquoWDyNARMZ5D1QVkQJVrRKRBuAJ4CbvQRH8TsojIuNDPEECfAczYC8BCoBjgGbgg5gNcgwInQfv528CK4HfAtlsm4d1sRlhfBO8pvpcV4cDPwHmq2qriDwpIruq6uqRXIMptSpIZEJXcJ5m5EfAf4GvAUdjN5mTRGSq950ZsRhnvNF35SsiPwUeAK4EJgO/APYTkZIYDC8p6aurEJGDReQeETkfeAw4D/OO5cdskAmMqvaKyBRvPh8Qka8Cvwduw7y9OGNsG6ra483XXt6i7E3vo/eBu4FuYHcRSY/ZIMcAbx7SRGRv763QebgHW9zvJiLTYzLAOCV4LwvxKh4qIleJyG6qehvwFnCE9/WrMEN/RNegM8gShJCTYSVwKNY8dTm2mjkFyAFuAa4UkVuAxTEaalwRMm97isixQJWq7gZUAr9X1VeBduDbInKHiLh5GwV9dBXZIvJJLJR+LpAB/AYziAuBI0TkZyJSGsMhxz39LCoWAn8DBPgUdh9YBmzBvGY3iMi3x3ygcUI/83UM8BxwnIjcoaqPAJuBA1W1E3ga2ANIqkVsP/NwFPA83jwATwHrgQNUtRvzsO4BZI7tSOMXz6uoIT+vAr6ILSxP8e5vPwC+DqCq/wDeF5HCER3PFYaNTzyrXEIMilnAOcBU4PtAL+bdmQJUADur6mdEZH+gWlXfi83IY0s/81YIXAq8B9wE1GBx/nHA7phRdq1nrK1X1VdiM/LEJtQ9HxIWmg3cAbwGnOT9Ww4cghnE3wBqVfWPsRhzvCMiE7wHZfDnfYAGbBF2FfCiqv5VRI7ADLK7MS/H14ErVHX92I86tvQ5D5eo6jsichpwH3bvfBTzYNyPLQ7OU9X3RSQnmWQLfeZhsaq+683DA5hU6XHgd9j1+Xvgp6r6nojkqmpdjIYdF/QT2k0DvgrcC3Rhz9vvYQvN94GvAH8B1qjqJaM5tvOQxSmek6FXRGZ5N+I9sAfcf1Q1AGQBC4EfYdqHHhGZpapPehdWSgp7Q+YtU0T2xDwxnwD+4D2glgLNqvpFzE1/rOfVud0ZYyPDm7/gzb8Ay179IfALVX0OKAF2UtUDgb8CF6tqJXCBM8Z2xIv4noh5FYOlQq7HrvXvAp8DbgR2EpFsTLqQC8xV1fdV9WxVXZ8q9wARSfcWVMFwbq6IXAFcLZY9fROW3XsFcAF2brYADwX3kQzGmIhME5HjYes85IjIH4BrPHnATcC+mDF/AXYudWPGKd52KW2MeVwWlFOIyBLgSWAmUKOqm4EzMe3hp4FWzFg7Azu/8LYbkW3lDLI4oh8X82nYiq4Acyc/BswVkQzvxFgHPAxMVdXjVLUiuG2omzXZ6fvgEZFvYauZMlVdDfwL+Jb38SZgmYi8CFQBR6TSXEUDLzy5p4j8AxMGvwKsBv7P+0oWsLeI/BtIwx6Iwe0kVQyHcPA8G4qFlsrEylikAxWqeiTQhq3IX8JW6yd7xvCvVPXufvaT1IjI4arajF3LQY7AvOT7qWqd5+04ErgMy0JfByxR1WtU9f2xH3Xk8eahBfM8BzkcmKiqK1W1OmQefs/283BdqkZUgohIloh8RUQWqup3gEneR7OAv6nqT735BUsIm4NFqN7HnCStqtos2zIwR6ThdFmWcUBf0aD33nTM03Cg501ARFZjK70Dgbuw0OUUVfV7n6dcZlXf31lEJmP6uc+p6ibv7T8CF4nILqr6qoicCnS41eDI6MelPwn4NvBfVb3Ze+9i4Gsicq+qPi8i38PO1Ye8z7dqzWLxO8QrIefyCkyWcCxwOfBZEfkEVjLkp1hCyhVYQoqoag1sN69Jfx/w7pFf9K75e0TkT6p6JvYwfbLP12/BvEJvACcE75nJgFjtq9PEkhJuC5mHNEwfF8otWFLN29g90jemg41f0jCN6wGYvOV6EfkL5kFciXkV8Tyu92Ga7Q9V9c7QnYz2unMesjgg+GASkd1F5EpPKCiYO3TvkK9+BPiAaSIyEehWVf9orfJExnPNrxCRb4llD40H9gFqQ75WiXkYD/e22eKMsZGj20oI7OXdoDKB/KAx5vECJjL/prfN0yHGWEp4b8LBcxCO816PE8uCuxY4CvOCLcdKs/wWqMYWYn/BdFDrVfXG0LlM9nn17nsAeNKNPwFHq2oXUCIiB2Je8J3Fao2tEJEbsEjCkar6rdB7ZqLSZx5aMOP8SO8ZUOQ9QzYCyz3v9XIRuRG7Dx6pqmeoqi/R52E0iEhG8LWqVmFzUygiyzCN2NdU9T9AnoicKiI/x5Jp8lX1t0FjLJIefuchixH9eBkOxkT7t2N6sZOxG++PRWQNFrd+HbjLO3m2kkqGWD/zth/mQbgBc8V/BbgZ+LWInItdWD7guhCXs2MY9OOFXIIVdn0LKMVCRJtE5KuqerX3MMjERMPdffeXSufrYMj29cRygCZV7RARH3a+viVWX+wEVf2eiDRiXp47VfWOkP1IChhi44HDgGnArZ52TrGH6CdE5BRMY/dzTGM3DcuGK8dqs7Vj2dQJHUnwDKhDMW/OLSKSiS1Cn8Lm4XRMEnApVqh0OnAqVgT776raGrqvRJ2H0SIiF2Fh25vEsk9nYMXV1wOHqOplIvKOiHwNOB6b82nAl/vxRkfs2nNZlmNMPw+3YAbMwcAxqnqG9/5/gFXAAix02YxlBG0tcJjsN+FQ+v6+IpLprfC+g53Hl4vIkViG2f9hc7cT8CHwY1XtiMW4E53QeQ+eu95NaoKq/klEfgjkA7/CFhC9WDbbOar6Vt99OLbHW11/AzgdE5lfi4Up16nqnd6CYxXwp77hkVR7oHpG1yygBzM2XsBqaT2CVUr/EmawNqjqxZ6x0pQs517wOhKRk4BiTEN4AvAyFop9CJuHr2LGaauqXihWkzKQSufKQIiXuexdV6dhXvy5WHbyaqAeE/C/4/38MrCPqlaH7CNq150zyMaIEJ1Y8OFWhGVKKXA9FlbbFXhYrcrvJVjq+mYRmaRWLyflHm79zNsS7KH1LvA/zGt4qaoe4X1+K/BdVd0iItOcV2xkyPZp81OxEgHVWILEXOB0VT3e+/wpTMzfBCxS1TdiM+r4xvNuaMi5nI89QH1YCPIczOMzHZiHZU4WYpqVf6uJ11POEAsiVrz5BExH+zVMK3YOlsAzE5uzyzA944WwVdKwnVc90fGeHSdieqczvbfPwe6HM7ASKL8EzsaMeU3GeRgOfe5nmVhyzMmY5+tbmDzodMxAm4i1ePsZUKxe1QLPGI7qtedClmNEyE14ASbKfQO7Cb+L3WTSsYyN80SkDbsZt3gnQmdfwyRVCJm3Msxz0IXdfD4ArsYEmO+IyJXYg6wTW+XgjLGRE3Lz2gcLd2zBvBG/xTw6nSLyJcwjthFbjXdi5/UOoWXHdnO6AhinlmBSg5VhqRGR24GDgQexelFfAW5QrxxLSIgk6Y2xkAegYCG5c7HyHi8AS4BSVX1ORJ7GjLEHvfdbVXVV6L4S+TzsMw/jsHl4AMvCXQKUqOrT3qJoJma87wR0qupPQ/eVyPMwWvpcM1/EnB+nY0btAlV9SkQ6MYP2DqDSC+++522v/ewn4qSsoG8skJBGrWJ8AdM5rcbSZndTywR8D8jz3v8ttho+TFUbQ06EiMaq45ngvMk2sfM52GolHQtJzlQr8fFvTHj5Q+xG9IiqnuzpRRzDIGjwh/z/MTFx+SrsIXCbWlmFl7CCiN/F9GMHABf2NX5T+eYfish2Lc/GiQmD/wR8XkTOw7y9ZSJSplazTYBlqtqgqr9S1Ve8e0dKeMZFtm/cDMxRK47bDHwGW7S+CBwlIrOxMg7NqlqhqucEr31JcLF6n3mYDJR715Qf80Z/iM3Dpz2P2ZFAi6pWevPQFrqfVMO7ZMaFvJ4lVssPVb0Me94uwbJOvyjWfuwYYLKq+lT1iViMOyX/WGOFbtN7FXo30xxs5fI74Dpggogsxdp6dGCGxrOqepe33fgBdp3UhDzMg+fnAdjNZhVWgO8k73s3YFkxu6jq3ar6t7EeazIgIVmPIQ/9P2BV9A/F+n6e471/JRYuyVDV81X1VE3hQsQDIf1nPs/ASn/shxkWp2NVvz/AVu1gBYyvDdlPSpQHCd7r+szXp7BCwmCla0qwrNMngSLMQ/4u1qEguJ+EzjgfYPyHAtd4r6/Awtg7Y+Ht2dg8vI+J0gfbT0oQ6kkWkbnAdG8Bny0iX/a+diXwW1W9F4sUlmLdCv4co2EDTkMWUWTHVicHAmdh7XruwPpPHoXdUB7GdBAFqnqBiEwJrmpSHbEK+z8HnsFWgauxkMQnVLVOLI19nar+XETS1dPWOEaOWHuQVWxruLwc+LWq7u59fg8WPrtNRJapJ9j3PktJTVM4iLU1+hyWHX2LiLyA1RC7BXuQgoXZvwBcpVa+IeW0okFE5GNYfcUnsSzdvwKPqurNInI0tjA4DlgEvK2e2DrZ5kusZ/E5WPbkZcCfgedU9QYRORxLXjgGS/p6V73M+2Sbh+EQ+rt797PvYNfeU5jc4r9YEdc9RWQKVhj3dOAVVW0I2U/M7mfOIIsAYs2Rf4RV8G0Pxu7F2lZch61ovoploU0APonpyLKBNFVdG4txxxoxUfOPsbpBa1T1XrHaMFdjIvJe7EZ0KOYZm6OqXxMT985V1cdiNPSERkROwOuJqKobxEoI/AULR76Cpc3/n/fem6r6RxH5FDBPXaujAQnq5jxvYRpWyTsfO59Pw4pxvg78GtOKrcI8HKdoSDmCVKHPfIHJNYqw+TkJO0f/iYV4f4e1QCsHzgg1xCCxtbWh8+CFKC/Ffs9LMH1xG/YcuQqbhwMwQ+wboYYYJPY8jJT+DCgROQs4UVX38Z4p/8EWPd/G5nYqcCdwo3oZ+PGwsHQG2SgRkbMx1/otmBfsckx4+jwmQm8BDgQuV9W7PRfqMVhV83diMug4QES+jq1Orsc0dF/CPGIPAp/FvAh7YV6Zv4vIBMxFf7yGtIhyhI+I7IUZWwGsBs+emNH1HObJfRL7O/hU9ZsishBPJNxXI+boH7Fq6RNVtVFE/gSkq+qpIpKH9QzcHytQvBJbhFwVsm1KeDdk+4y3NKBQrffmD4DPqupunm7qOWxhsACrBfWeqv4hZgOPMH08OhMwgf6HnjHxRVXdSawA7POYfm4ONg8feTooRwgicgB2T7sWy7j9PvbcfVZEvgE0Ys/oTwDvq+o6b7u4ue6cQTZKxMosPKmqV3g/F2JW+P2YuzQXS01eirnaL8H60qWs6FlEZgIXA0+o6k3ee4uwwo+TsKKHe2BapQVYE9dfA13q6omNCE8A/TvM43WR997HMcOgEVs1HowZZO8Ch6vq7SKySFXXhKze4+bmFWs8r+E69fohishXME/Y/7ACk09g4abzVfVtsVYsF6hXWDJkPymRkSrW+ulFtQr7iDUE/wEm3+hS1Z+JyKPAZZ63/M9YH8GX+xgvCT1f3jy8pNta3n0GC08+hmmMV4nIg8CVqnqHiPwR+IdaC7KkmYeR4jk1TsGMqr977/0Me8Y+imWbvow9Rz4F/ARbeF4aGlWRPmVo4gEn6h8hsi175RdYpks2gFrfyXXYg+5iTAN1KZbCfq2qburjpk85vAfSQ8BMsTYVYNql9zG93cNYavflwPnAPara7IyxkaOqWzAP2CYRKfbefgUzvhQrV3E3Fk5/BEtAQVXXeP/3Ff2nLCHX/grMAEOs0v6eWNeCjZgnI+jduF5E/o6J+v0h+wmGmZL6oSrWuudeLFv3QhHZw/voIODzmNfiSLFG6lcA13jGayGW8LC1Eb33OiHnS6w13j3YPFzkeazBPDZfwKIsR3iL098DV3pGaTH2TNk6D55hlpDzMBpE5PtY+yIf8B2xvsRgpY6+i0VWDgI2Y5EqwXSId/aVuKhqb7zdz5xBNgwkJOtRLYNDVPV1TBfyrZCv3oedFLWqeinwM1X9vFrB15SN9ffhPqyMxTIRyVJLhpgOrFTVx7Eb0p9U9dOq+lIMx5mQSJ9yC97L+zFX/jIRSVNLhsjGQiU3YeFjH9Yb8Goc/RKiM/kPsJNY1e88TPP0OyzM9kNgA/bweBXziHxeQ0qypMI9QKwkw9nAC6r6SUwXuqt41eMx3dhPsHI2m9RaQt2GZVV/RlUbg/tK5PkSkVnYPKz25qED2N3TN/mxThc/w7Sy61X1v5h+rlNVj1bV+uC+1GPMf4n4YE/MuLocc3js4z2Xd8MM2qlY4eAerG3bP4E3VPWvEP9lQOJ6cPFC35WZiJR7H03y/r8E+LinEwEvbBG8+arqh952KdVUWayW1ZkhP+8k29LbA8DTWLZUlveVAiwjJrh6cYbYCBCRXTCjANnW8w9V/QDziO2Eic3BjIgq7/OPVPUqtSKl7t4QQt/5EGvZdQX2MP0RVuk7GzNov4wJry/CDJA7gYNScU5VdTPmmf1ArK5YNlCmqk1ALWaYfB9YCFwl1qz+98DREtL8OdFR070+AazrMw9+LCrQhRls5cDVYglPl2Mes6z+95o6hFw7FwOHicihWFJMDlbk9Wqs3dHLmIbsAqxzyJtAu4j8H8R/GRCnIRsGXqz/OGB/VS323puoql2eaPBErIDhOuAXqloXu9HGHrGK5BdizW0PBFZ4+ohQUe/3sRowy9jWd7JmoH06Bka2ZWtNwEqFvIF5Zy7DDLAjMCP4OKxV105YeYvvq+rqkP04nZiH9J/BNQF7WK5SK8Pyd6ylVAO2wDgGS1S5UFWbxITrR2Ah4a5knts+13aw9+lczAN2MLYgmIh5a3swL+LXsLm7ULdlT56AedFbEnW+QnSXwXkow7pcfAJ7Rggmz+gEPsLmyIfNQzB78jgs0SmQqPMwUvpq5ELm8zysfNTPsTp+Z2Pts+qw8G6Dqt7ubTMOyE6UZ7EzyAagn5PhIEx4+XWsFMMzqvqLoEHmfeciTO/0ovdzyj3Y+j7AxLJQZ2CrwGeCD37Z1uR1KZbi/rCqPhqTQSc4fR6CwZvW34HdVXWR9/7twFpV/ZGIfBILjbyKLRxSTosyFGKJJ226TYAezFC9Dwvt3gg8rqpXi8jBmIF2iKpWiBWCrvS2S5l7gOeZLVLVezzPbGPwdxerIbYPcB7WCunjWLHXfbDnUL33ve1qOSYaYiV5SlT1ae/nTFX1hXx+BJZp+2PMINsfK+uxH9CjXj2sRJ+H0dD3mhGRcrXs0zRV7fDC3XcCn1PVahFZjiV+vaaq94dsl3BJD84g60PoySDWhHSmqq4Va3u0t6qe4ekinvV+rpCQ5t8h+4l5TZNY4bnkP6mqd4llna7Caol9DXhLTWDuiDCeW/4EzFh4FrgVq/z+kIQU0PVC8OkhxkbC3biiiYjMwxZe92LhtrOxJJ2/YuGRcVhNqPux8ORRmKfxu6r6kbePlNGKhuGZPRKTIhyHifTvU1WfiOykIY3ok+GeKSKHYAVJj8TueXthjb67vDnKwLLwPwLuV9WGZJyHSDBEROrrWKHw42M6yAiTcpqGgeh7AxWRk7BMv5+IyPeAe4B8EZnr6SLWAt/zNu/qZz8pcUEFY/vB31ss6+VB4ERv3qZ4P3diIbKfiMhvxMowOEaIbC/any4iv8Dqtz2C1bn6OPYg+JFYVuW+IjIluOBQ1YB4OGNse9TKWKzHet0VYKG1yWptVi7GhMWTsUSez2MNrY8OGmPePjTZjTHZ1p4nWNS0GzPGdlfV33q//58wrdS7mJG2EJjmbfdG6P4S9Z4p22sDHwPewrz+U7CoQLs3R+PUNGOrScJ5GA3Sp02gF5H6GuZRfdMLU25FVa8ENnvesqQh5T1kniEhfcJsR2OiwGMxwfMvsdVyJtZzbjK2Oj4eOFVTtMBrqFs9ZOVyLFYLZgVWbf9q4C6s3tBrWAZVVjCk4xgefcKTk7Gwx1TsHK1Q0+jtiXWGOANbNOyD1TS6f4DdpjSD6J5OxzR3L2PZgP9S1ftF5DTgWFU9oo9HPSU9jcP0zE73jJKkoM/ff45agdslWEhyPvBlVX2zn+0ykmkeRkqkIlLJQsobZEHEauB8Hvg7ZnCdgRV8vcWz1k/FwhMlmGdxC5YNdH6qGBch+qTLgetV9TWxjNOzsTow/wLWYDV1jsXCFEVYnaFGYIKqvhyTwSc4nqF7n3r9TkXka9hD8HG2Naf/DPBnVX1frFBis6pemsp6lKEYQvd0Etba6A7suj8TOM67BubptoKwqRSeDDVep2M1tUqwuoIrvP/9mOD6VGAxdh9oD5nXpNLVidUNOw/zpl6FGfHHY2UsrsAyKtdixV3rQ7ZLqnkYDv3oxE7CPM5rsYX7dVhD9XNU9QMReRjTiJ3dx4hLqvBuSoYsZccU9sMxQywN84AdhHlydhIT9z6GZcUsxGL/i7BGpW+lkDE2DjOuwAT6R3uvL8Nuwu9g3phFWH2xq7ECmVlYhtBrzhgbPiHn6v5YEWK8EOSuWDYfWKiyHTOGP+e992fgJgC15ImUvNYHIiRE8ibwC7EkiNO9zwrEqu6vxu4Ju3nfew3zeuAZvVsNsWR/sIaEJ3tFZLJYc+ZJWP21D1T1RqwO1HGYR/FBzBgZr6ptofOTyHMl1sqoLycCN2PG6anAvsDtwL+xc+hPWCP0+tCNEnkeRoqnkhjXxxg7GlvUfx7TbpYCu2ML/CtE5DHsfPq4iCzpcy4ljTEGKeYh68cq/ywmOn0fyFfVv4llU30KC7vtDzSpNVcOtcqXAh8GvRXJjlh/vguxOTpJrBDmAVjK9r6Ysfo9rFDmlZig9RSsafiP1WoOOUaBmND8n5jxlYFpVMYBc7Hsv3XYTezjwNXqZXal8iq8P2T4GalHYPN6ZaosvkJJdc9syDnyWaz/cDAR5hQsW/Q2rPn3XphHrBnz8tyCeQ4nq+q/YjL4OMZFpPonZVbNIrIvZmAhIrNE5HpgF8zTVQRM81aBb2H9J1/FLrZbYWvLiuAq8e1UMMZEZK6IFHsakEagRET2x1bGE7HCe5/ALpwvYwbZKZjH7POqeqYzxoZPPx7cszA9XiUWEnkDS5BoxkIjB2EavfdU9dcakmbvjLHtCTHG/g9rafQJrK3ZOrFyIGC60B95r+8FfqshZSzGesyxwHlmtxIs/v1JLHsSEfk35jWdgV13Bd7Pl2Gt3sqwhf49zhhzEanhMCHWA4gmIjIHu2n8HbtpPC0ir2Dp653Y6uV9zw39FUyIWYrF/Mep18cvSLK5R8Pg40C5iNyGCXb3xZp9+7CU7ruwWkJ7YgUPVxDinXEMj6D3RrdPMJmBze/JqtosIk9iIv2LsIfAPcDbWDFJn7eN84qFMITu6XBscfFL4OcisgZYLCKhuid/cE5TZV5DzsE/Av8US3LIwNodXcD2ntlxWDgpU7cVdg3OV0LeM71nwplYP80fYs+Q/b1nymOYAfFr7+tp2Byc5f38c1V9KmRfKXk99j0H+kSkruoTkerBPI0nehGpX4REpD4EDk8FJ0iir14GRKzkwvXYHzqApRjXAgtU9UlsJbNcRErUUrJ/g1WKX62qxzrPDgA3YM3Rz8FCE3cALVh15InAWar6APYwe0JVP6mq/47VYBOdkBvXniJyi4gcHnIeHu39fzlws6o+pdbP7Suq+j21uk4pIy4PB6d7Gh7OM7tV4zQFa3lVAuwlljXZg3kDSzFJxq3AA6p6GqaZvRHreHFo0BhL5evRRaRGRtIaZFh21DmqeqmqNqnqJszV3i5WiK8K+B8W90dVK1T1ZlX9C+xYFyUVUdUeVb0beAkLRVQCVar6LCbiLxeRBarapar3xHKsiUrwPPMeBBPFeiT+CDMOdvd+/jnwTe/BsAD4UETKvBXoRm/blFyF94eIHCsiU0IM3K9hD4KzsYfCTUCGWKbki5g+5TuqeglWziKlyoOEGq4h74V6Zo/EDNmgZ7YB88zOw7R1Pm+bZAjnnoPpmbIxAwFMH5aDGaAfYC2wngS6ReR/mKg/oKpvwbZrOtWuRxGZIyLnipWpWAP8RURuws6TrREpbO7KsIjU5ZgXcpyqrgl6WCElI1LJaZCJ1WdqAz4jIseJyIOex2w6Vk/ofC9W/SDQJCLT+u5DU7Ce0ECo6u+wm/D3gQO9t38BfF1V18ZsYElAyHmW7f0/Eyu9cC3wD6zHpw/zQp5tm+gBao3Ag03DUyaUNhhO9zQynGd2O/6CRQF+BLyANQTvwZrHFwJnquqfMU/OrsCPVPU8DUleSMVnh4tIRYakzbIUkcXYimZX4BUszPZ1VT1MRK4DZmGtTlKyqOtw8VY952DasSWpeNOJBEFPVsj/x2L6xbexBYIPC6HdrqrPizWtX6yq35btC/GmZBHScBCXkToksq3dkWBa4jOwzOl7sehCE6ax+xsmvD4SOAwrDbI+eA5D0hhiW/EW9L/BDLP7MO/gs1gZhplYwtIHId/fobh4qiEivwVu8TzOwfdyMJnLt1T1DRH5IbBIVU/vZ3t3PyOJDbK+eF6w81X1hyKSpaqNIZ8lVXG5aOGFMVrVa6buGB59zzPvxv9HLAz0Se/fn7DFwm6Y8ZAO5GoK9kgMh37m9CzMsBiHdTA4FOuq8TwW+v0yZqRtDbWlMt5D04/1my1U1S+KCfjPxcT7e2C9Ot9T1V/FbKBjjFipn9sxL89DqnqDWAmUbFW9IeR7KWPED4R3H/sJVgbkFaxLyAOYMbYTVij8DMzQPxU4T1VbYjPa+CapDTKxZreTsE7wXwZex3RlKd3qxBE7xNqDHIGFQ3qxfm0dmF7nQlV9WkSWAf8H/FNVN8ZqrPFMf4sob8HwF+Crui0j9ceAYAbup0jRjFTnmR0+YhmA5wM7qdfc2tE/LiIVGZLaIAMQkQOwG8+fVfWZ2I7GkUr04705CvM2dGKZRb/CwsC13v+HYYbZb1S1ZuxHnHiI9e38PnCDqt4nIjdjhUz/LiLHAJeraon33ZKggZsqhhg4z+xoECtgmqmqL/U1amM9tnjGRaRGRioYZNut6NzJ4BgL+nkIFmOanF+p6nWeB6ILy/BbgAnRG4CLQx+C7sa/Dad7GjnOMzs63LU4NC4iNXqS3iAL4gwxR7Tx9DizVPVN7+fFWMjjaSwr6zPAMi8MlAbcCXxWVf0iMjcoFHY3/8FxuqfBcZ5ZR6xwEanRkTIGmcMRTcSKSR4N7IzVtpuK9V67Cism+RWsZMgDWIupqVjngzM0pB2IWzhsw+meho/zzDpiiYtIjY6UqrfjcEQLtUrSL2BhoP2xa2sK1u/uBOAR70Z1JVb/qgIrulnZZz/u5sXWG/nWOmue7ukwLIPrHSwMOQmrsH+MF4r8O/A7b5tu8Uh2Y0xEckRkOWztSrBYRP4pImdiNdcuwwrigoVzjwGeUdXfYyGlr6jqR6kaznVEjuC1Jv0UG3YMTVL3snQ4okU/3pt9sH6eYN6vNZimaZWq7uY9JM9S1ctF5ESs+GtLqCfHsQ3PsMhke92TDzPI+uqe5gDFnu4pELKPpDcsPM/sIcDOIhL0zP4EyzYtxUo3HAg84BloU7FFwzTAHxImd54MR8Rw59LIcB4yh2OYeEbUVu+N9/aZWL2rX2EhoEMxb81aEbkUy2ILdjW4DjjWewg6Y4x++ygehXl2VgIXA1mY4ZWNeXgKROTXQI2q/ipVRejOM+twJA/OIHM4wkREjoat4bAJInK6iHzc+3gj8Iqqvo2F1HbC2q18E/ivqh6kqvd529+vql9yD0FjAN3Tr4CnVPXrwCPACizc9h7W9P5Q4C9BEXow3JbsBH/PkP/3wZIb5gAHYx6woGf2COBWzzN7O2aMbfXMxmD4DodjEJxB5nCEgVjl7lNE5FMisgvW228lcKFYW6ku4CAvzDYTyATKVbVeVR/39pHyDeuDON3T8HGeWYcjuXFZlg5HmHgp3d8B5gHXqOrvReTbWMuQ/wEfA44HqoALNKTfnWMbLiN1eIjI0ar6H+/1BOAU4ENVfUJELgauV9W1ngf3k5hB1ggsDy4GHA5H/OM8ZA5H+DwHPIHpdUq9964B9gKKVPUqrG3PyaE1xWIy0jjG6Z7Cx3lmHY7UwRlkDkeYqGoH5rV5D/iYiBykqq3ALcBk7zsfwnZp3ynvgna6p5Gjqs1Ym6OvAjcC61T1y1j25PHYuafAbZhxe76qPthnH0ld9sPhSBacQeZwDI+1wH8xb863vbDZnap6d+iXUsF7Ew5O9xQRnGfW4UgBnEHmcAwDz9B6ArgWuMgZXv3jMlIjh/PMOhypQcqFAByO0aKqWzDvjqMfQnRPHViCw5cww+E0ETmJbbqnGrbXPT0IPO7tI2XaHYVJ0DO7B+aZfVxV7+z7pVQ2XB2ORMdlWTocI8T1/BsYl5EaeURkNnAy8LCqvhLr8TgcjsjiDDKHwxFxRCQNayV1MvCkqn5PRKZiNcX+pqoPikh5MNTmbeMMXIfDkbI4DZnD4Yg4TvcUPZxg3+FITpyHzOFwRAXP0PosVuLiHeAYp3FyOByO/nGifofDERW8lkjBjNSHnTHmcDgcA+M8ZA6Hw+FwOBwxxmnIHA5H1HG6J4fD4Rgc5yFzOBwOh8PhiDHOQ+ZwOBwOh8MRY5xB5nA4HA6HwxFjnEHmcDgcDofDEWOcQeZwJAEi0iMir4nIWyLyb68qfrjb7iwihw/zeEeKyLkDfNY8nH312fY0EZkV8vM1IrLEe328iLwrIo+JyO4i8ocRHuOs0PkRkftEJHOkYw7jeHki8oKIvCoiH4vWcSKF9ze4YoTbZorIGZEek8ORCjiDzOFIDtpUdWdVXQZ0Al8PZyMRmQDsDAzLIFPVu1X1kmGPcmhOA7YaZKr6ZVV9x/vxS8AZqnqgqr6sqt8e4THOArYaZKp6uKr6RrivcPgEsEZVd1HVpwb6koiMj+IYxopMwBlkDscIcAaZw5F8PAXME5EjQjwzD4tIPoCIrBKRq0XkQeBG4ELgRM/DdqKIrBORPO+740TkfRHJDT1AqBdFRMpE5DkReUlELurzvR94778hIj/z3pvjebr+KiJvi8iDIjJFRI4Ddgf+4Y1liog87nnDzgf2A64UkUtF5AARudfbX7qIXCcib3rHOdZ7/y8i8rJ3jOCxv40ZfI+JyGPee+uDv5+IfM/zMr4lImcNNt6+ky4ipSLyiDeGR0SkRER2Bn4NHB78nfpss15EzheRp4HjReQQby5Xe57OdO97l4jIO96+f+O9d72IXCkiT4nIWhH5tPf+5JD5eFVEDgz5m90hIg94f+Nfh4zjdG8fTwArQ97PE5Hbvb/hSyKyMuQc+pv39/nQm1eAS4C53u96af+np8Ph6BdVdf/cP/cvwf8Bzd7/E4C7sMbeWWwrbfNl4Lfe61XAK8AU7+fTgCtC9nUBcJb3+hDg9n6Ot3Ub4G7gC97rM0PGcghwNSDY4u9eYH9gDtAN7Ox971bgZO/148DuIcfZ+nOf1wcA93qvfwVcHrJNlvd/tvf/eG/bnbyf1wO5Id9fD+QCuwFvAtOAdOBtYJfBxttnTu4BTvVefxH4T3/z22eb9cA53utc4ElgmvfzD4HzgWysJ2jwb5np/X891i90HDAf2Iz1Cf0+cJ33nUXARu/904APgRnezxuAYqDQ+04eMAl4JuRvezOwn/e6BHg35Bx6Fkjzxl0PTPTm6q1YXw/un/uXiP9c6ySHIzmYIiKvea+fwtoVLQRuEZFC7EH7Ucj371bVtgH29TfMqLscMyyuG+LYK4Fjvdc3YQYSmEF2CPCq93M6ZjhsBD5S1eB4X8Ee5CPlYKxnJgCq2ui9PEFEvooZqYXAEuCNQfazH3CnqrYAiMgdwMcwgzOc8e4DHOO9vgnzjIXDLd7/e3tjfEasju4k4DnAD7QD14jIfzHDNsitai2p1onIh5gBth/wRwBVXSMiG4AF3vcfUdUm7/d7ByjFDKrHVbXWe/+WkO8fDCyRbXV9M0Rkuvf6v2pN5DtEpAbID/P3dTgc/eAMMocjOWhT1Z1D3xCRPwKXqerdInIA5tUI0jLQjlR1k4hUi8hBwF7ASWEcv78K0wL8UlWv6jOuOUBHyFs9wA4hwGEgfY8vImXA2cAeqtooItdjXqGh9jMQIxlvuFW3g38LAR5S1c/tMDCRPTEt2meBbwIHDXAMZXi/R/AZMNBYxwH79DXePQNtoH05HI4R4DRkDkfyMgPY4r0+dZDvBYDpfd67Bvg75oHpGeI4z7DNQxVqvP0P+GKIDmq2iMwcYl/9jWUoHsSMFLzjZAEZmKHTJKad+1QYx3gSOFpEporINOAzmLcxXJ5l+3l4ehjbAjwPrBSReQDeOBZ48zdDVe/DEhJ2DtnmeDGd31ygHAttPukdHxFZgIUa3xvkuC8AB4hIjohMBI4P+azv3O7M4Izk7+dwOHAGmcORzKwC/i0iTwF1g3zvMSws9ZqInOi9dzcWYhwqXAnwHeBMEXkJMwIBUNUHMQ3ScyLyJnAbQz+sr8eE+zsI4Afh50CWJ8R/HThQVV/HQqVvYyHYZ0K+fzVwf1DUHzLe1d7xX8SMlGtU9VXC59vA6SLyBnAKNi9h44UMTwP+6e3jeSwEOR2413vvCeC7IZu95713P/B1VW0H/gyM9+b8FuA0L7Q40HErsXPlOeBhYHWf32l3L5ngHYbI3lXVeizk+lZQ1B8SSnc4HIPgelk6HI4dEJHdgd+patzXzUpVvDDsvap6W6zH4nA4Ro+L+Tscju0QK/j6DcLTjjkcDocjAjgPmcPhcDgcDkeMcRoyh8PhcDgcjhjjDDKHw+FwOByOGOMMMofD4XA4HI4Y4wwyh8PhcDgcjhjjDDKHw+FwOByOGOMMMofD4XA4HI4Y8/9Xn7wXUHlAhgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'bean_size': 0.2, 'violin_width': 0.75, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Based of example script `example_enhanced_boxplots.py` (by Ralf Gommers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import statsmodels.api as sm\n",
    "\n",
    "\n",
    "# Necessary to make horizontal axis labels fit\n",
    "plt.rcParams['figure.subplot.bottom'] = 0.23\n",
    "\n",
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]\n",
    "\n",
    "# Group age by party ID.\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a violin plot.\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "sm.graphics.violinplot(age, ax=ax, labels=labels,\n",
    "                       plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                  'label_fontsize':'small',\n",
    "                                  'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a bean plot.\n",
    "fig2 = plt.figure()\n",
    "ax = fig2.add_subplot(111)\n",
    "\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                    plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                               'label_fontsize':'small',\n",
    "                               'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a jitter plot.\n",
    "fig3 = plt.figure()\n",
    "ax = fig3.add_subplot(111)\n",
    "\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs', 'label_fontsize':'small',\n",
    "           'label_rotation':30, 'violin_fc':(0.8, 0.8, 0.8),\n",
    "           'jitter_marker':'.', 'jitter_marker_size':3, 'bean_color':'#FF6F00',\n",
    "           'bean_mean_color':'#009D91'}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels, jitter=True,\n",
    "                    plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an asymmetrical jitter plot.\n",
    "ix = data.exog['income'] < 16  # incomes < $30k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_lower_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "ix = data.exog['income'] >= 20  # incomes > $50k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_higher_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "plot_opts['violin_fc'] = (0.5, 0.5, 0.5)\n",
    "plot_opts['bean_show_mean'] = False\n",
    "plot_opts['bean_show_median'] = False\n",
    "plot_opts['bean_legend_text'] = 'Income < \\$30k'\n",
    "plot_opts['cutoff_val'] = 10\n",
    "sm.graphics.beanplot(age_lower_income, ax=ax, labels=labels, side='left',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "plot_opts['violin_fc'] = (0.7, 0.7, 0.7)\n",
    "plot_opts['bean_color'] = '#009D91'\n",
    "plot_opts['bean_legend_text'] = 'Income > \\$50k'\n",
    "sm.graphics.beanplot(age_higher_income, ax=ax, labels=labels, side='right',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")\n",
    "\n",
    "\n",
    "# Show all plots.\n",
    "#plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
