{
 "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": 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RaHS3BxkAWKwyQhHFxIjKh0A4BDmDVEi2WREso5IlS8h0JBQKQcySkNmddvhCLCHLBU3Tvm79I7KELB+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
}
