{
 "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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\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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kR/RjPo8H+/79IaZMm1pE68oDq90eF5ABACmV8DqyNDidTkAoADnyMhDb7yL3P6lCDofLiUAgUGRrM8NryFhAr9fD7fHgXztfBzCc4iIcCkEgEESLiwOAXK2C2WZFKBQaJbzmOYnD5YS4uhoAIKQouMokh0yxcblcWP6jH+Dtl1/FS1t+H9VQeFxu2Gz8TZ2HO+wuJyQTTmZKX7ftMWxecz9e2vJ7TJk5AytXrSqideWB2WbFJPmMuM9IGS/sT4fFYoEn4IvqZifXzcCeXbvx0pbfY3LdDAQDASybeQZomsZ/dv0T//jHP0p66pwPyFigvr4eC05fhAee/x2+eG8PPnv7PWx+8+VR+wmFQpAyKaxWK1+fLA1OtwvakVxtlISCk59uY4TT5ULVlEmj+l5fRxccfQNFsopnPGB3OKCqq4n+XTt1crQf2kxmdHz4RbFMKxusNhtmJawWFMn4EbJ0WCwWvPXX1/Cd+mvx8M5nsPvFV/DZ2+/h7y0HsG7pSjhtNqy87y70NJ1A88FDJZ8Lj5+yZIGGhgbMmj8XVRNqRunGEpGolTAay6e2VjFwud3RbPP8dBtzHE4nxFLxqM/FUglsTv6mzsMddqczbsoyFolMCgevg0pLIBCA1+8DlZA0XCyXwMLnrkyJyWyGoad3lG4MGNaTWYwmLL39Zpx31WUwGo0lnwuPD8hYYOHChTjwxX4AGKUbS0SsVvABWQacLlf05i6WiOFw8TdzJliddkiS1FKVSKX8KCMPp9idDkhkyZNzUhIJPH4vQqFQga0qHxwOB0iZFARBxH0uVShgsvK5K1MxaDJiUt20UboxYFhPVlGpw5vPvoQDez6GWq0u+Vx4fEDGAlu2bIG+pRX1p12Az95+L043lohco0L/oKGA1pUX4XAYXr8vmm1eLOVHyJhidzogTlIeKTJCwdcE5eGCYDAIf8AfFVYnQhAESLGYX+mbBpvNBko++tqVKeQw2fiALBUG0xBWb3wQn7393qjn77ptj0GhUePlLU/hXztfh0QqxY4dO4pscXp4DRkLyGQy3PHzn+CMb38j476qCg16j7YXwKryxOv1QkiKooVih6cseVE/E+wOB7RJRsiEIhEgIOD1evl6ljys43K5QEolo0Z3YiGlErhcLqhUqpT7jGfsdjvIJNeuTKlAN1/dJSVGsxnzz7koqWa7dupk/O6d1wAAlkEj+j5rKGlBP8CPkLFCb38/ZBVqRvuqdRXoHejnRytSkFiCRSyR8NNtDLE7HJDIk08bkTIJP0LBwwkOhyOuBmMySKmEz6eVBqvVCkqRfITMarcjHA4XwarSJhgMwua0Q6ZUZNxXrlJiyGQq+ecuH5CxQI+hHypdBaN9JTIZAnSYvzmlwOPxxBXHJsUUfAE/rz/JQFQULB4t6gcASsonmOThBqfTCVGGgEwkFfOrBdNgtJghTRJYCEUiCCkRf+0mwWazgZJKo7Mp6aAkYoRAl3xOSz4gY4FeQz80Oi0GunqwbulKXDt7MdYtXYmBrp6k+8u0agwO8glik9Hc3Iztv/tD1IeG7l6QfD3LjLhcLlBJRMERRFIxf1Pn4YSmpiY8v+V3ae97fECWGr1ej3X/ex/uv+6WqP9inyU7n92Ow4cPF9vMksNms6UtKp6IWCGDzWbj0KL84QOyPHE6nfD4fZAq5EnraCVDUqHCwACfFyoZ9957L+afdXqcD0USCm5eR5YWh8MBMs0ohZB/IPJwxPr167HgnK+nve+JZVJYSvxhWCzq6+sxZ/48PP3hP6L+i32WfO2sM3DnnXcW28ySw2azgUyyECIVYoUc1hJPIcIHZHliMBgg02pAEETSOlrJUOoq0N3fV2BLy4Pm5mYs+e6343xIisX8CFkGIsvmUyGWS2G1WQtnEM+44cSJE/jmtVemve/JlAp+tWAKGhoacMrX5qKiuirqv9hnyTlXXILm5tS5LccrFqsVVArNbDJEcgk/QjbWGRgYgLhieOVQsjpaydBUatHZl3w6c7xTV1eHA3s+ivMhX88yMw6HAyJZ6hEyqVwOc4nfjHjKk8lTpmDfex+mve/JFHJY+BeCpCxcuBCHvmxAOBSM+i/2WfLVR59h2vTpxTaz5BjW3WUxZSmXwlLiOd34tBd5oNfrsWrVKnR0dmLm1+Zi1fq1+PMvH8f2R7eCBjB9ziwMdPWgdurkuOPUOi0ODQ4iGAxCJOJ/ggh6vR5enw/vvvwa/vXX1zFt7iw8+Mcn0Nei56csM2CxWkGlC8gUMpi6OgtoEc944bqbVuCNXW/gredfjtZPTYRPcJqaJ554AjfcVI/60y6I81+kFujkmTPw/dtuLa6RJYjZaoEsplxXJsqhD/LRQB7U19fjlLlzcP8L2/DZ2+9h+6atoCgKqx5YiytuuRG7X3xlWA+QkCNFRJKgVHIMDg5i4sSJRbK+9Kivr8fZ5yzBPb97BIc/34/P3n4PtVMnw9DZw4+QZcBktUCmSv22KFMo0Fvi+gme8oOmadACAo//7UVQkuQrfAFAKpfB5XbzL6FJUKlU+H8/XYfFl34z7vPIc8NuseLEvz8thmkljdlqxWTFTMb7yxRymDpKezEdf2XkQUNDA25f+z+onjQBV9xyI17a8nsAwMM7n4nqKSKfJSLVqtHX18cHZDE0NDTgxu/dDEWFOs53pITia+FlwGg1Qz5pRsrtMoUcVpsNNE2nTeA5XgkGg3j1b6/D4/cl3T5n5ik4/9zzCmxV6eP1ehGiw2mDMWA4Wz8lH17lptPpCmRdeWA0mUCleZmSq5Qw26wIhUIQCoUFtKy0sdptmK1griGTKuTosZe2bIPXkOXBvHnz0HT8OAI+X9K5/3Q6MmWVFh3dXQW2uLRZtGgR/vPevwE6viYoJZHAwZdPSovZak2bIFFEkiBIIZ8cNgVmsxkHWo/DP1Ez6j+LUohP9+8rtoklic1mg5jhQ7Ec0g4UA4PRCLlKmXK7UCgEKS19QXohSVWMPR1SuRw2u72kk8PyI2R58OCDD+J/19+fcu4/lZ4CAHS11Wjbe6SQ5pY8O3bswAUXXoj3Lr4GdfNP+o6SiOG08SNkydDr9aivr8eBgwcxc8dc/Hjb46M0ixHECjlsNhsUisyZrccbVqsVMo0ak08ZPcro83qx76umIlhV+lgsFogZZEoHAEohK/m0A4Ukcu0e/PJLTJ01E+v/+NuU165EpYDZbIZWqy2wlaWJ0+lMWow9GQNdPdi85n7oG5uhq6zEHStvwbx58wpgZfbwAVkeuAM+3P9/mzF97qy4z5PV1UpEU1WJr4YG4ff7QVHJi/KON+rq6nDjrd/D+bdcB5Iio59TEjGcbr4gezLq6+tx5ZVX4uvfvghOOpBUsxiBkkths9kwadKkAltZ+lit1qTFnQGAEosRCIfg8Xj4WqAJmM1mkEpmI2SUUo4hk5Fji8qH+vp6XH/99Tj/OxfD4LGnv3aVcpjN5gJbWLo4nc6M5boiRHK6PbzzGWy7dwNuvvlmHDx4kGMLc4OfsswRmqbR1tUJXW11TscLhULItGr09vaybFn5EgwGEQwFISLj3xPEYglc/CrLpDQ0NOCGG26AUleRNvcdAJAKGSx8oeKkmMwmiFPoeAiCgFhZ+kkli8GQycQ49YBCrcKgcYhji8qHhoYG3H777QjSYSy9/ea0165UrcQAX90lSqSgPRNic7qdfdEFOHr0KMfW5Q4fkOWIzWaD0+eFQq3KuQ1ZlQ6dXbyOLILX64WQokYNQ5NiCm5+lWVSFi1ahD/+8Y8AKUyrWQQAiUIOI/+WnZQBkxGKNDoesVLOB7NJGDAOQqlRM9pXqVFhgA/IoixatAi//e1vQcokePsvr6a9dpUVavQP8bMEEVwuF0QSZjNLsbruL/ftx5w5qf1cbPgpyxzp7u6GskaX14o13cRqtLS34aILL2TRsvLF4/GATHKRiSX8CFkqduzYgSuvvBItra2Y+bW5KTWLAKBQKTHUayqgdeXDkNmE6lkTUm4XyfnRxWT0Dw1izpnMHnAKjRpHhob4lb4j7NixA0uXLkVjUyNmfm1e2mtXWaFByxelO7JTaJxOJ4QMA7J12x6L6rprJk3Eti1PcGxd7vABWY60tbdDUZPf8u3KCbU48PFB/gY1gsfjgUg8+iITUST8wQC/7DsJdXV1+OXDv0a3yIdZC7+Wdl+5SomewycKZFl5YTSZUJdmhEymkmPIxAezsQQCAVjttrQrBGMRSySgBQScTieUSmbHjGXq6uqw5Ynf4oCxGwvOWRwtKK5vbI4uCIuI/BVqFax2GwKBAEiSzNDy2MfhcqZcYTnQ1YNfff9/0NPWDmBYg/yLF57CgiVn4dBnX6CioqKQpmYFP2WZI036VlRPSv1GzQSpXAZaLILBwA9FA5Epy9E3G4IgIKJIeL3eIlhV+gyajIymzhVqFUwWc0kv+y4GHo8H/lAw7RJ6uUqFQTMvSI/FbDZDrJRDIGD+GJGolTAaeT9G6DUMQK3TAEBcQfHEIu0CgQBipQIm/qUAAGB3ulLmvtu85n4MdHXj9G+cixX3rAZJUth42xoAgFgshr2Ec1ryAVkOuN1uDJiNqKiuyrstRW0lOjo68jdqDOD1eiFM8fYnoig+IEsB04CMFFMIC8CXoUpgOHWDPO0otUKtxCC/QjCOoaEhSLLU0Io1Cj4gi6FvoB/KkRGbWPF5sgU6Ug0fzEZwulOPkOkbmxEMBHHf1kdw3epb4fN64XUPa5DFUgmcJZzTkg/IcqCzsxOKal1Wb4apqJhQg6a2VhasKn88Hg8ESUbIAEBIkXz5pCSEQiFY7ba0SWFjkSgV/PL5BKxWK8QZVgryo4ujMQwaINZkl9NOplGjt7+fI4vKi1AohCGLGaqK4UURmZKKU2oFDIP8bAoAuD0eiFOMkNXNmwMRKcKWtQ/ib0+/ALFEAolsOF0NJRHD5SndF1I+IMuBE/o2KGvzHx0DgJrJE9HUdoK/0WM4IBOKU4yQifkRsmTYbDaQUgljbR3Fp74YhdlsBpkh2/xwpQMRHA5HgawqfXoG+qHSZqfHUesq0GPgAzIAMJlMoBQyCEdqe67b9hg+e/s91J92AT57+71RIn+1rgLdA7zv9Ho9tjz6GH540VVYt3QlBrp64rYPa++m4KuPPsPOJ59GIODHhue2YaCrB4//z09w5w/uwNlnnw29Xl+kM0gNL+rPgaMtTZhw7mmstCVTKhAiBRgYGMCECflp0sodj9cDMomoHxgeIfP5ktcZHM9YLBaIVcxHKSilDCZ+hCyOIZMJMgY+lKgUsFgsUKlyT3Uzlujq68P0OWdldYymUocv93zBL2QCMDg4GDflWzt1ctqk4iqtFt1H9hfCtJKmvr4es+fPw8N/244P//6PUQl1a6dOxv+9v2vUceuWrsTXv30hbvneLZALSdTX12PfvtIqiVaUETKCIO4lCOIYQRBHCYLYQRCEhCAILUEQ7xEE0Tryb0kuhXA4HDBYTKzoxyIoJ1TjRFsba+2VK06PB5Q4+TC0kBf1JyUirGaKXK2Cgc8FFYfBNMRIg8eX/jlJIBCA0WqGskKT1XESmRT+cIgfaQQwYBiARMN8talKq8GQxYxgMMihVaVPQ0MD5p+2EAq1KmMy7Fj0jc24bOUNCIZDuOuuu9DQ0MCtoTlQ8ICMIIhJAO4GsJim6VMBCAGsAPAAgPdpmp4F4P2Rv0uO9vZ2KCdUsaIfi6CbXIvjrcw61VjG5XHHlUyKRUCK+IAsCUaTMWWG+WQo+IBsFIMmE8OATA4jv8oNwPDojlStzDoNDUEQkGnV/MpyAF39fVBXMa9NKRQKIVbKMTQ0vq/fRYsW4csvvkAoGMiYDDuWunlz8P7rb8LhdOKpp57CokWLuDU0B4qlIRMBkBIEIQIgA9AHYCmA7SPbtwO4pjimpaextQUVk2pZbbNmyiS0dujH/ZuP2+OB1WTBuqUrce3sxXH6ACFFwl3CYsxi0W9kNroTQalR86sFYwiHwzBZLYxyacnVShj4VW4AgIGBAUgqcpu6lWjV6OOF/eju64WmMrtcltIKNQbHeQmlF154AW3Nrbhp0TfitHaRPG6Jz44I67Y9hr3//hC/f3wLXn/9dezYsaMY5qel4AEZTdO9ADYD6ALQD8BG0/S/AdTQNN0/sk8/gNyKRHIITdM40tyI2mlTWG1XLJGAVCvQ3d3NarvlhtvjxnMbf5M0Fw8lpuBy86ssEzEYh6BUMytdAwBShRwOtwt+v59Dq8oHu90OkYSKCqvTIVcpMcTnIgMAdPZ0Q1GZm6pEXaVDR8/4Lhnn8/lgttuyLr0nqVCht2981z+eOHEiVq7+Af7ecgCb33w5mjw3XR43YFhbtuXNl3HXA/fho48+Ql1dXTHMT0sxpiwrMDwaNgPARABygiBuzuL4OwiCOEAQxIFCD90ODQ3BS4fyql+ZCtXEarS0trDebjnh9njR1apPmouHFJf2cuViQNM0hhhOt0UgCAISpYJfaTmCxWKBWMG8OPaQmZ+yBID2nm5oc9TRaqsr0dEzvl8+BwcHIatQZy19qajSoWOcB2R+vx9CcvQLVKY8bhFEIhKBQIBrM3OiGFOW3wbQTtP0EE3TAQB/B3AuAANBEBMAYOTfpOOyNE3/iabpxTRNL66qYk9Yz4TWEyegnFDFyeqgmqmTcbi5kfV2ywm3143pc2clzcVDiSk+IEvA6XQCQkHKlampkKj4XGQRrFYrYw2eVCGHw+Us2Zt5oQiFQugZ6IOmqjKn4xUaNSwO+7hOUDwwMACplvnIdgRNVSW6+nrGdZokv9+fdEQ7Ux63CAJSVLIzBMUIyLoALCEIQkYMRzYXA2gE8BaAVSP7rALwZhFsS8uRpuOomjaJ0b6Z5rMT9/vhN6/Clkcfx5EjR9g0uWygaRperw/3PbkJe3btxg3zz8ELjz6BjuZWLJt1Jh7/n5+guzu5D8crwykvmAv6I4gUMj4gG+Ho0aN4ZtNvM16nwHD5Gn6lJWAwGEAqZCkX4GRCIBBAXlmBvr4+li0rHzp7u+EL+Bk9I2KRymXwhcb3KtVAIACb1TbKd5nyuEUQ8gHZSWia3gfgdQBfAjgyYsOfADwK4BKCIFoBXDLyd8kQCATQ0qFHzWRmAVmm+exk+5169pm46aab2DS7bAgGgwiDxqS66aAoCqseWItTTp2Phed8HTPmzcbXv30hXnjmmWKbWVJESv5kC18o+yS//NUvccaF52W8TiOIFfJxH5D19vZCnqN+LIKsUoOe3vE79dbR040dTz7N6BkRC0EQUFRWoH8cL4rw+/1486Udo3wXyeOWqC1LRCgSlewod1FWWdI0/QuapufSNH0qTdPfo2naR9O0iabpi2manjXyb0m9wnd2dkKiVacsaJoI0/ns2P0uuel6NDU1sWl22eDxnEwKG/FJR3Mr1m7ZiI6mVlx+843o7x2/b9TJMJqMoBjqn2JRatQYMI7vlVoROjo68d2brst4nUaglHylA31XJ5TV2a0OTERTXYkTne0sWVRehEIh9BoG0J1CL5sJiVY9roX9gUAAht6+nHwHAAKRkA/Iyp2mlmaoJ9Uw3p/pfHbsfoc+24eqmmqEw2G2zC4bvF4vhNRwQBbxyfQ5s7D1vg2YPncW/vP6m6iqKbmFt0XFYDRCrmaeWDKCQq3CID9CBgCoqa3BZ2+/l/E6jSBWyGAa58L+Ex3tqKxlfi9Mhq62BvquznGphRoaGgIpl6FuPrNnRCKaah3ax/GiiEAggNopk3PyHQAI+BGy8udQ43EISGHaOf9Y3Zjf58eeXbuj89mr1q9NemzsvPfBDz7GlTctH5fD0V6vF6KROpYRn3Q0teDovgNob2zB3n99gEuuvnLc52qLZcic3QrLSP+89exL8H9bn8SJEyc4tK70CQaDuOSqK/DF+x9hxcLzsfPJp6E/3pRWzyNXKWEYxwGZx+PBkNUMdSXzhKbJkKuU8NGhcTn929fXB6lOzVjzlIi2umpcr1INBAK4fvVtjHyXTMtNCAW8hqycsVgsMDps+PNDj6ed84/Vg1207ApQFBWdz96+aWvSYxPnvacsmD8u0194PJ7oCFnUJ60H8erxvXij9SC2vPkyKmuq+Wz9MQyZTYwSmkaI9s/DH2P21+ZjxYoVHFpX+litVlRNnogtb76MmfPnYsU9q7Hj8Cdp9TwKtQrGcRyQRfRjbFQqUVRpx2Xuxc7ubigqtYw1T4nIVUo4ve5xK+z3+/2onFjLyHfJtNz8lGWZc+LECagmVaM9gy4snW6MqaaseurEcZn+wuPxQChOv2pLJKHg8fDJYYHh0R270wFpFhqy2D549sXfGLcreiNYrdZoDjKm16dcpYTRUlLy1oLS0dUJWRblftIhr9aivbOTlbbKibbuDuhqck/ZRBAE5JXacTmTAgwHZATDkl3JrmuCn7Isb442N0I3ZWJGXVi67Uw1ZdWTJqC9p3vcjQQNB2Tp82mJxNS4zl0Ui81mAyWXZTVSEdsHG744iNmzZ3NoYeljtVpByiUAmF+fYqkUHp+vZKc8uKa1XQ/dBHa0nFUTJ6Clo42VtsqFUCiE3oGBnHO4RZDq1OjpHZ9pgHx+P0Qks4As2XUtEAn4gKxcCYVCaDzRignTJp+c8x/Rm7Ql6E3SaQJWrV+LnU8+jeXzlmDnk09j1fq1Sb9PRJKQV+vQ3j6+ViC1nmjFn371WNqcPCKxmB8hG8Fms0GSZcqL2P7ZdOgwHnzwQY6sKw/MVgsohQxA+ms3FoIgIB6nucjC4TDaujpROSE/QX+EiiodegcN8Pl8rLRXDhgMBlAqec453CJU1FThRGcHO0aVEXq9HnfffTd+Wv//Rj0nkunFkl3XAqEQvhJ9oeIDsgz09vaCkIshkcmic/51I3qTnQl6k3SagO2btmLFPavxWuNerLhnNbZv2pryO9WTqtHUMr50ZBs3/hqLzl+SNiePUEzyI2QjDI/uSLM6JrZ/3vvEI6CkEo6sKw+GTCc1eNnoeSi5DDabrVBmlgwGgwGElIJYml2/S4VQJIJUq0bvOMpH1tPTA1meOdwAQFdTDX33+FulWl9fj6+f/XU8svPZUc+JZHqxZNe1iCLh9ZXmDBQfkGXgRNsJqCbGD9Ez1Zvkekzt1Ck40jK+8pF1tLfjW9ddndY/QgkFl8tVBOtKD6vNBpEs94BKppCPay0UABitZsiUiqyPG6/Z+ru6uiCvZkc/FkFRo0PHOBrpae/ugpIFDZ5UIYc/PP5WqTY0NODCb30TMqU8Z522SCTiR8jKlaMtzaiaEp+dn6neJNdjNJVaWFyOcXWxTZw8CZ+985+0/qGkEtid43NlUSJmqyUrQX8iMoUCFvv4G+WJxWyxZLVKNQIpl8Jis7JvUInT2q5HRS27uQC1tTVoadez2mYp09bVAR0LPiQIAvIq7bgrP7Vo0SK8+867CIfCOeu0RSQJb4lOk/MBWRr8fj/ae7pRNbE27vNc8sdkcwxBEFBNrIZeP35uVMtuvAFfffRZWv9IZDJY7fYiWFd6mG1WyPIIyKQKGSzjKOBPJBwOw+qw5xTUypUKGMdhLdCW9jZUJtwL86VqYg1OdHaMi2TYPp8PBpMRah07o4yyygp0dnex0la5sGPHDhz8Yj/uW3rTqOcE02csSVHwlOiU5eiS6TxRurq6IKvUQETGCzAj89IDXT3YvOZ+3HnxUpAkiWAggMmn1AE00KNvR928OVi37THUTp0cPSaRSBv6xua4/Ssm1aC57QTOOOOMQp1uURFSJB57fXva0lQSmRTWnvGjN0mHxW5DrWJayv4TIXH7qvVrsX3TVugbm6GrrMRtK1ZizhzmWa7HCg6HAyIxBSHD5fOxyJQKGLs72DeqhLHZbHD4vMNlt0b6VNvxJpAkiYA/AJIiEQgEMHP+3FF9MB1iqRQCqRgGgwETJkzg+CyKS19fH+Q6zag+l+4aTXZNR6icUIPW4+Nr8VddXR3uvPdu1J6zENrq+NQhic/lH337mqT+G9aQ8SNkZUebvg2K2tTLkyMiwhnzZuPUsxdj+tzZcFptcNrsjAvGpipCXj15Io6faBkXok2/349AKBitZZkKiUwG2zifZotgc9ghkckyFrFP3L7xtjXRv+cs+BpWrlxZpDMoLna7HZRcltOxMqUCpnFWz7KrqwvKGh0Ighh13xORIpx69mLMmDebcZHsWOQ1WnSOg3xk3T09kCYR9Ke7RtP5U1tdha7e3nExuhiL1+sdNUgSS6Z7IkmR8HhLc7U+H5Cl4fiJVlRNSv3WFi2C3TRSBLu5FRajCVajibHgP5UQUaFWwR30wzwOpkbsdjvEchkIgki7n0wph2Ucrm5LJBwOw+lyQSKTZhSyJm73uj3Rv8+68Pxxmxx2OCDLbbWgTCGH1W4fVw/CtvZ2KGuGX04T73s+j3f4/tfUmnWhZwDQ1FShdRzoyPRdHdBUj37BT3eNpvMnJRFDKBNjaGiIa9NLCo/PCyrNy3umeyJJUfB4+RGysiIQCKCrrzetADNaBHvuSBHsObNQUamDplLHWPCfSohIEAQUNZXo6hr7GgGHw8Ho4UiJxfCHguM2KWcEt9sNIUlCIBBknaxYIpPGJIc9gLlz5xbpLIqLzWaDKMeATCgSQUiKxlUKlub2E1H9WOJ9TyyVDN//5s7KutAzAFRNmoDm9rYxPxug7+pM+jxJd41m8qessgI9PeMnQSxN03B7vCCp1AFZpnsiKRbD7S3Na5cPyFLQ29sLiVYFEUmOSjh3ZO9+rFu6EvrjTSMFiZtxdN8BdDS1QKFRQ6FWMRb8pxMiqmp0aOsY+xoBu90OEYOcWARBgJJLYR/nwn632w1yxF+ZhKyJCYnv2vTzmOSwR7Bx48ZinELRMVstEOcYkAHDqS/GSz/0er3oNw6hYmR0J9Ln2htbcHTfAQQDQRzddwDtjS1ZFcmOoFCr4PL7xnRuN4fDAYfPA4VaBSA+ianb6cJfn/i/pNdoJn8qq7ToGEfC/kAgABDDL0WpyHRPpMQUPB5vSb4A8KL+FHR0dkJerQNwck764Z3PYPeLr2DjbWuw4p7V0b8/e/u9pIJ9JqQS+wPDpUWaPzqY8zmUCxaLBZSC2cNRLJfDarWisjK/0iPljMfjiert0vUf4GRC4ituuRG7X3wF/3ju5ej+hz7eC51OVxCbSw2T1QJZZe6rVCnZ8IvBxIkTWbSqNOnt7YUsRoyeqc9lC0EQUNbo0NXVBY1Gw1q7pcRwUXZtVJYR+0y581tLoaqowB8+2DXqGs2ErrYaJ/Yd5dL0kiL23peKTP1TKBKBJoaDOyrNSFsx4EfIUnCisx0VtcOrOHKd488XdaUWQzbzmC8XNGg2QcYwHxSlkI7pN2kmuN3ujHU/I6TTU4jEFBwuJ1dmljQWmw1See4BmUgqHjcjZJ1dJ19OuUJRoxvThca7eroh02mif8del9nqjmPRVOrQP2gYNzIOj8cDkTj1SnymiMRUST5X+YAsCTRNo727C7qa4fn+fOb480EgEECm1Yz55H9GC/OM6aRCBqPZxLFFpY3X64VQzKwWXjo9BSURwzlOKx9YbNacsvRHIOVSWMfJit+Wdj20LCeETaRyQu2YLjSu7+qEtvZkmobY6zJb3XEsQpEIEo0KAwMDXJhdcgwHZPmPavEBWRlht9vhDvijN+zEouJ+vx87n3waKxYkLzLOlIGuHtx92XIsnbEIV884DdfP/TqunXVmXFtSXQV6xnitN4NxCEqNmtG+CrUKg8bxtaooFr1ej5tvvhkbV98bp2dMVZQ9nZ6CpKiSrenGJTRNw+pwQJpj2gsAkMplMI+DxLrhcBgnOjtQNZGdguKp0FZXotcwMCZHemiaRntPF7Q1J4Pa2OsyojteMfJ80TN8nkR0aJvX/wKXXXbZuEgk7na7IZLkH5CREnFJLsrhA7Ik9PX1QV5VEZ3vTywq/sqRT7HintUgKTJpkXGmbF5zP5xWG1bedxd0NdUgSQrT58bn8qmo0UHfPXaH8oPBIGwOO+MSNkqNCgPjOCCrr6/HBRdcgJ/++UlGOYvSFc0mKRJu7/gLyNxuNwQiQVphcCakCjnM46B8ktFoBCEmWSsonopIofGxOBtgsVgQJBD3AhB7Xf7undfwu3dfw8yR58sOhs+TiA7tkZ3P4rTTT0d9fT3Xp1J0XC4XhGmShzNFKC7Nush8QJaE/oF+SCtUoz5nW0umb2yGxWjC0ttvhtVkhs/rRUdzfC4fTaUO3WPwJhXBarWClEkhEDDrigqNGgajsSRXyBSChoYGfPfS70aL6+bTB4fz8Yy/gMzhcICS5T46BgBSuRzWcaBl7OnpgaxqdDJTLpBVadHd3V2Q7yok/f39kCVJCJsI0+LYifvXTpuCWV+bi4aGBpYsLl0cTidEbARkUjGcztLTz/IBWRK6+vugSlJvjG0tWd28Oaio1OHNZ1+CRqeFWCLB9DnxuXyUFRqYbJYxOZQPDL+BS9TMtTxiiQQh0CV5MRWCRYsWYdeuNxEOhfLug0JSBF9gbPardDgcDpCyzGlW0iFTyGBzjH1Rf3tXJ1QcC/ojaKor0dbVUZDvKiTdPd2QaTUZ92NaHDtxf7FUjPf/8z5OO+00liwuXax2GyR5pKuJQEklsDscLFjELnxAloTuvj5oKkcHZIl6nA3Pbcu6yHhiewqNGi9veQomwyACAT86muJz+QgEAkg1qjGbjXloaAhi9ejpysTcb7F6ClmFGkajsZBmlgw7duzAp59+ig0rfxjtg3ve2I3l88/B9ke3wu/3M9YyCoVCBMZooJ8Op9PJKCBL1wcpiQQenxfBYJBLU4vOia6OtMmxI6Ty1UBXD+6+dDmunrEIS2cswt2XLU+pe6ycUIO2rrElz9Dr9Vh95534+ffuSKoLi/Wb3+/Hnjd2p32exO3v82PPrt24+YyLoG89gS1bthTqtIqG2WbNuDo63XUbQSqXwVyCI9x8QJZAKBSC0WKCskIzaluiHmfBkrNS6nOYUDt1Mn73zmt4s70Bb7UfwutNX+DvrQdHtSVWKcZsANI3OABFxWhBf7p6ZGL12PVHJurq6vDQxl/iiX/ujPZBSkzh1gfW4tXjn+Oia65grGUUkST8YzygSIbD4YBImnnaI10fJAgClEw6pkdqA4EABgYHoanMPEKWyleb19wPp82Om++7CyvvuwtOqy2l7lGuUsLpdcNRgiMXuVJfX4/pp8zEc5+/l7HW7EXXXAFKTKV9nsTtv+wKUNTw/qt/9SDINPUdxwpWuw1SRXq5QaZalsCwBtRit3JkZe7wAVkCFosFlFwWTYJYCohVCgyNUSF7d38fVNrR+op0egqpRoXe/v5CmllSBEIhCIQnL91stScRBEIhAsEAV2aWLFa7HRQDkXrGmnhSyZgKHhIZGBiAWKNktPghla/0jc2wjuhkl95+MyxGU0rdI0EQkFdq0T+Gru2GhgYsOOtMaCq1jGrN5lr7WFlZgc7esae/S8Riz5w/kIlPpXIZLFYLV2bmDB+QJWA2m7PSNBUCZYUa/YOGYpvBOuFwGH0GAzQM9HqxegpNpRZdA2M7FUg6wuEwBIKTLwzZak8iCATEuFwcYXXYIGWgQ8lYE08qKcmVWmzR29sLqZZZOppUvqqbNweaEZ3sm8++hIpKXVrdo1SnRnfP2Aks5s6di+PHjjGuNZtr7eOKKh06esd2TctgMAin2wWJLP21y8SnMoUCZput5O5/fEAWg16vx7Jly7Bp7QM55xVLN3edbnvstrsvW467L10e3c/jco3JVA8WiwUCMZm0FEa6/FmaSi16+vpK7mIqFMFgEAIBEf071ld7du2G3+dPq5+IQAgECAVDhTC5pLA67JAwWGWZqSaeqERXarFFZ283I0H/QFcP/D4/Xnh0K26Yfw727Nod9dW6bY9BoVbhpS1P4eUtT0GhUcdpb/e8sRt+/8n+GgwFx1Rg8ZP770fL0WMp+1CmPpZI3LUe47tH7rgXTc3NCIXG7vXscDhASTOvyGfiU0oiRogOw1tiq8z5WpYx1NfX4+wlS7Dip/dAf7QJm9fcn1XNtsSal4nHp9ueWNsMILDj0MfY/eIr+NNDj2H5DcvZPt2iYzAYIE2iHwPS1yOTyGQIEjTsdjvUamZv8GOJME1DQJwMyGJ9tW7pSpx7+SXR2pXp+rCAECAUDhfE5lLCZndAxyApbMaaeBJxSa7UYouOnm7ULFmQcb/Na+7HRcuuiPa5z95+L6p/qp06Gb9797XRx6Tor395fBvqb7qJ3RMpImGCxk+e2ozpc2cl3Z5tXdB01/q7f3kVpl/8CtXV3FZVKBY2mw0UC9dtBLFCDpvNBinHOfaygR8hi6GhoQHnXHAeKip1OecVSzd3nW57utpmnc2tcLndw5XuxxC9/X2Mp0QSkekqxk25kGQQMQFZLNlqUlK1M5axOewQZ5j2YIJEJoFtjNazDAaD6B9iJujPVcOY7NjOlhNweFxjZiq4q68X6iSSDDZI9N3QwAAGBwc5+a5SwGq1glLmlz8wFkohK7m6yHxAFsOiRYvw1ptvQSgS5ZxXLN3cdbrtmWqbUXLZmCtm3NHTDU2OOY6kWhX6+sduwtxcyVVPNl4IBALwB/ygWChQLJHLYHWOrWsywtDQEMRKBSNBfz59LtmxMq0GBkP5a2aDwSCGLGaoGOQgy4VE302YNhV9A2NnQUQiJrOZ0QgZU0iFDBZLaQn7+YAshh07duCrgwdx96XLc84rlm7uet22x7Bn124sn7cEL2x6Ai2Hj+Huy5YP68eS1DaLbYcagwLizt4eVFRVxn3GJIcMAGiqdGgfQ+LfXEjmq2w0KeNRg+dyuUBKJayMDEqk0jE7QjY4OJi0WkkystVBZTpWUjE2imWbTCZQCu5W7Cf67gc/X4deQ/n7LRVDZhNkqvQL7pg+PwBAopTBaDaxbWZe8BqyGOrq6nDjrbfgvJuXJRWaZyLT3HXt1MmgKAqVE2px6crrAQDvvvxaVOeT7tjuI80lWQw1VxwOB5w+z6galpl0eBEqqqvQeOB4ocwtKQTE8OrILXc/kNRXTDUpNOK1aOMBl8sFSppflv4IEpkUfWPsJSlCX38fpFpmAVm2OqhMxzptdnT3l/8q6uEqJMx8mAuJvrMMmdD93/2cfV+xMRiHoDh1Rtp9mD4/AECpVsPQV1r5LPkRshgCgQD8wQBEFHcJ9pLl5WGiuRBJSrMYaq709fVBUakdNVLBVI+iUKvg8LjG9Cq3VAgEAtDhcF7aHQCgw+G4fGbjAZfLxSgpLBPEMumYLZ/UyaH2KROaSh26x4AcYXBoCGJ1+pxZbKKqUGPIYh6zKy0HTUYoNek1x9ncE+VqFQxDpaW5G1934wx4vV6QYopToXOyvDxMNBdCMQmPx8OZXYWmp7cHUt3oi4upHiWSRLJvDBdeT8VwQEbnrRcLh2nGRd3HCi6XC8IcRr+TQYnF8Af8Y7J8Uq9hoGgBmapCgz6Doeyn1PsHDVBkCCDYRCgSQSSVwGq1Fuw7C4Xf74fT44ZUkT7AzeaeqFCrMGQ2lVQ/46csY/D5fHC6nFi3dCX0jc2omzcHq9avxfZNW9F2vAkkSSIYCKBu/lys2/YYaqdOxkBXDzavuR/6xmZMrpsBEEBPWzvq5s2J7hPLqvVr8ctb78JLm38PAJg8cwYjzYWAJOHxjp2ArK2rE9op8cuzB7p64Pf7sf3RrXjh0a2YPmcWHvzTEynbkFVq0NPbg9mzZ3NtbkkhFAoRDoewbttj2Lzmfry05ffR/paJ2P46bfYpuPTSSwtgcekwrCFjZ4SMIAiQEjHcbjdUKu6mpgqN1+uF3e0cJScoFJREDIISwWq1oqJidBWPcqF/aBBBgSr6PJk8cwYCPj962ztBAJg2dxYe/OMTaUvuxV6vqZ4psUhUCpjNZuh0hSkIXyjMZjMkSkXGwZJV69di421r8MKmJyCRSbHhuW3Rbcl8SVAkbDYbNBoNx2fAjPH1epwBn8+Hf+78W1wdrEjdtRnzZuPUsxdj+tzZo2q1RfZ32uxwWm1pa2ht37QVN937I7zWuBe3rr8XMoWcUQ1MkiLh9pRWErtcoWka+u5OaBOKFm9ecz8uuuYKvHr8c9z6wFpQYiqtb7Q11TjR2cGxtaUHKRQhFAqPqq3KpB/F9tevf/si7HpldI6osYzD6YBIwk5ABozNbP1GoxFStaqoKVEkGhWGhso7GfagcQjP/Orxk88Hqw2G7t64up6Z6s4yqcsYC6VSwGQqLaE6G5hMJogzCPqB4efrintW47XGvVhxz2ps37Q1ui2ZL6VqJcxmM4eWZwcfkMXg8/kw2NcfNwcdqbvW0dSKtVs2oqO5dVSttsj+VqMJlpj8Ycnmr3PV/YhIEl7/2AjILBYL/HQYsoTh52x9o62tRltXR0kNORcCkUiIcI46kVgfX3z91RjoG7vL5JNhdTghYTERpEgsHpMBmbjI5eMkGmVZB2RerxfeoD/6vIjklwwGAlnph7O9J5biykE2GO6TmfV4THN9RraJSyyA5QOyGILBIGomT4ybg47UXZs+dxa23rcB0+fMGlWrLbK/plKHioT8YYnkqvsRikRjJjFsb28vFFXZ1a9MhkwhR5BAyeWS4RpSROYckMX6+N+v/B0TJ09i2brSxu60Q8zSKktgeLHNWFr9DACGwUFI1MWZrowgVyvLun6v1WqFRKEYlV9SRJJZ6YezvScq1CoMjsGArH9oEHIGK1aZ5vqMbJOoFSUl7OcDshiCwSCuvf2WuNwukbpr7Y0tOLrvADqaWuJy7cTlD1OroNCo0+bjyTVnj1AkhH+MiIfbOzshrx4dkOXiG3mVFj09Y6f2HRMoksy5BmWsj/e//xG+d9v3WbautHG4nBmLE2eDYIytfgaA3sEBqFKUNCsUSq0GvYPlm1PLarWCUshG5ZesmTIprq5nNrUrmdwT5SolhsZgQNZrGICqQpNxv3T+SrZNqdGUVO42XtQfQygUgra6Ki5vSSSxHEEQmDprZvQHTia0jIgG05Frzh6BQDBmVnOd6GxH5aLRtd1ifcNUzCqvqkB7ZycWLlzIud2lAkmSCLlyC8jifNzdA29jF5umlTwOpxMikwWbfvi/jIXS6SAlYjhcYyv1ysDgICbPYe6PbIXnTPZXaTToMJZWjqhssNvtcLhccecZWSAmIkWM+122zwuZQg6LzZqn9aUFTdMwDA1imvbrGffN1l8qrQatB47lYx6r8CNkMYTDYRCCeCFrMiFgKqFltgLMbCAEY6MQdDAYRHd/Hyqqq9Lux9SXlbU1ONHVwYGlpQslIhFiITgPB0OgRNzl3CtFHC4X/m/9r1i7TsVSCWxjqMA4TdMYMhuzSteQ7X2Pyf5ShRxOjxs+ny/rcygFLDYr/vbn55MuEOPi+RBBLJXC4/WOGXkLMLwyOkCHIM5T+5ms38lVSlhs1pIZ7OADshhomgYYJCpNJRzMN1FnOgQCwZgQrw8MDECsVoDMkHyXqS+1NVXo6e8rmQuqEJAkCZqF4DwUCoGi2MnJVQ4EAgEEwyG0N7Wwdp1KZNIxNUJmt9tBUGTG6zOWbO97TPYnCCKawqEcMVks6O/oTrpAjIvnQwSCIEDKpHCMoZcEo9EIGQv53JL1O6FQCLGydIT9fEAWA03To5Z6JxMCphIOclrYmRgbtQe7u7shq8ycW4ipL0UkCbFGgf7+8bNakCRJhIP5B2TBQHBcjZC5XC6QEjGr16lYIoF9DD38zGYzJAzSC8SSrT+Z7i9WKsp2wY7VYceUWXVJF4hx8nyIgZJJxlQFE7ZW/abqdxK1EsYSmR7nA7IMJBMCRoqE3zD/HLzw6Fb4ff6sCztnUwQ1Qpgu/ylLfVcn1DWVSbfF+sTv82PPrt1YsfB87HzyaeiPN6X0k6xSi+7u8VNoXCQSAXmUR4n4+X+vqsdDGzZAr9ezaF3p0tjYiB1/fh76403Y+eTTWLHw/KyLYScyPEI2dkT9FosFLo87q3tTtsLz6P4j13ZbimubUspKZuQiW+xOB+56ZEOcX+7a9HPsfPJpLJ+3BDuffBpX3bYy62cAE0SSsZWKpeHQITzz6G+xbNaZuGH+Elw760zG/op7pvj9eO/VN0Y9t8VqOQZLJMUKH5DFQIwUbY4lWfLNSJHwVQ+sxWvHP8dFy67A5jX3Z5WoM2u9GQ0IiPL/uU50tkOXkBA2QqxPLlp2BSiKwsz5c7HintXYcfiTlH5SV+ug7+rk2vSSYXiELPeALOLnX730NM4773zU19ezaF3psnr1asw74zTsOPwJVtyzGjPnz2WcUDcVYqkEzjE0ZTlkMuLvz/0lq3tTtgmKI/vXjVzbO1Nc2zKVAoOm0hi5yBa704Eps2bG+eUfz70cl7T0KRa1jLGMtYDs4YcfxuJvXpAyOXs64p4p11wBU79h1HNbWaFBX4mstCz/JzyLEAQBMJwWzFcvlu3xNF3+dQddLhcsTgdU2uRTltno9WKpnFCDE13tXJtfMohEIoRDuY+WRnwqFImwdOnVaGhoYM+4EqaxsRFLvn0RqxoeSiKBx+cdMwWdB41D6O/s5lzrBGS+B8rVKhjKMCCjaRpOl3tUvrvE8+VKUyaUUGNqyrK7qwtXfX9lyuTs6WDic5WuAj2G0pC8lPcTnmWGAzJm++arQ8n2eDochqCIpUzYoLe3F/LKipQlWbLR68WirNDA6nSMqZtQOkQiEehw7gFAxKdelxvvvP0OFi1axJ5xJcysWbOw/5PPWdXwEAQBEUXB4xkbdWYHzSZMnTWzIFqnTNe2Qq3CUBkGZH6/H4SQgFAojPs88Xy50pSRYgouz9hIVuz3+1FZU43/vvl2yuTs6WDic5VGA8PQUElotPmALAaBQADz4FB0zvnuy5bj7kuXJ53jT6WbSKcNS5zP3vPG7ow6igjhcPmPkHX1dENedXJ0LNFXq9avxWdvvxenG4v6KcbPR/buxw3zl+Dq6afhhvlLcHTfASiqdOjr6yvi2RUOkUg0asoyG01ipO9uvP1ufPLJJ9ixYwfXJpcEP77/J2g82JB1UuZMjKV6lkNmE+797cM5Ja/OlkzaM7lSAbPNinCZpfvxeDxwuUbr8FatX4u/PvEHLJ+3BC9segKaSt2oexsbUGIxnO6x0R9NJhOWrrwRn7/zH7Q3tuDQp/tw4shxvLDpCXQ0n8CRvfvTHp/YxyKJ3iN/r1q/Futv+D5+t+lxLF68uOh6WqIUosJcWbx4MX3gwAHW2mtsbMS3L78U36m/DlfcciPu/NZSAAT+8MEu7H7xFXz29nsZk86tW7oS515+Ca645cZRxyTbBiDl/rF0tbZBZnDi+yu/x9r5Fpqnn3sG9PRqTJ45HUBqX6XzIQDcMH8JTj17MdZu2Yit923A0X0HsOGZ3+Gs6um45OJvF+nsCkdXVxee/ttfcc61l0c/y+SzZDR8tBcXzzwV5557LtcmlwSv/v119FJBnLJgPqvt7t31Lm6/6nrU1dWx2m6h8fv9+PGvfo6Lf1Bf1MLisex58XVsWPO/0Gg0xTaFMQMDAzjj62fhuzcvH3WvNw8O4dKVywEA7778OrTVlTklCk9H9wk9JP123HbzLay2WwyOHDmC1z/7AIsv/SaA5Pf+V4/vzbn9yH2zWqsDhuzYs2cP9u3bx5b5SSEI4iBN04uTbSvvIReWEQgEMPT0xhWDtWYoFp5ItsVNmWrJ6HAYwjIeIaNpGu09XXGC/lzzuXndHqzdshEqbQXWbtkIr9uDippqtHV2FPKUioZQKASdoCHLSdMYDg+v2BwnOFwuVguLRxBJxGOinqXVaoVYISuZYAwAJAo5rFZrsc3ICr/fj8G+/qT3eovRFC0ubmVQXDwXSIqCt0wT6iYyODQIcUwalmT3/nyI3DflVVpceumlRdfTlu8TngOEQiFqJp0sLl5RqYMmQ7HwRLItbspUSxYOhSESlu/D02w2IyggIJXLop/lms9NIpNi630bYDdbsPW+DZDIpNDVVqO9p6skdABck0zUn4umkQ6FRulcxjI2hwNiFutYRhBKxGNCvzgckMmLbUYcpEIKm81WbDOywu/3o2byxKT3+opKXbS4uIZBcfFcEJEkPN6xoWnsHeiHUquJ/p3s3p8PkfsmKRXj+RdeKLqelg/IYhCJRFh6c31cMViFWpXVHH+2xU2Z5vAJh8MgyfJN4tnX1we5ThP3Wapzz+STDc9tw9F9B3DzGRfh6L4DuGvTz7Hhpv+HLb96pCR0AFwjFAoRThD151KYPRwOj6uAzO50sFpYPAIpocZE6gur1QpSwb5/MhHVP47kmVoWk2eKVMhgKrNs/X6/Hxcvuyou59iq9WuxbttjUGjUeHnLU3hpy1MQyyTw+/ys5yETikRlW3Iqkd5BA1QxAVnivX/Dc9sYtZNKYxu5b/785h/io48+KrqetnyHXDhAKBRCo63Ia04/XXHTVNuYfF8oGAQpLPzNki2GBf3auM9S+SNTgdgFS86K0w1EdADXfv978HUOoL6+nnMdQDERCASjVgPnVLR+DCwUyQaH08nJlKVYJoXVbme93UJjMpsgVsgy78gykVxR4XAYmkodrCZTNM/UnQ//DEZLeSWHDQaD+GDXbqy4Z3VUQ7Z901ZsfvNl/O6d16L7Jeo+N6+5nxU9mYgUITgG0rCEw2EMGocwJ0Y/mHjvZ0qkjz2885k4X0fum26HEw27/l10Hej4uRszYHgqqDQ7cjgUhkhUvqMZbd2d0NakLyieKxEdgHpiNc7/xgVF1wFwjUAgAFhYeTYWctsxxe/3IxgOQZRFjUamSGRS2JzlXz5pyGKGXKUs+PdGrt+O5pE8U00n80zJlAoMldkIWTAYxECMFjmVppOr2scCgQCBMVDb12q1QigRZ1VXNRWZfC1VyOHx+YqevmZ83I0ZIhQK80q4ySWhUKhspyzD4TA6e3pQUZ28ZFK+RHQACrUSL770UtF1AFwjEAhYSQVAj6MRMqfTCVIi5kSwLpHJxsQI2ZDZBLlKVfDvjVy/0+eM5JmaezLPlFylhNFcXiNkoVAItVMnZ9R0clX7WCgSIhAMsNJWMTEajZCo2XlByORrgiAg1aiKXtNyfNyNGSIUCkGneNDlUnuSTcKhEMgyFfWbTCYQYhJiycnM1bn4M5MO4N4r67Hv873461//ytm5lBPF7rOlhMvlAsWBfgwApHIZ7I7yD8iMFjNkSkXB+03k+u1oasHRfQfQ3tgS1UEO5yKzlVUusnA4jOV33p5R05lM98mG7wmBoGQHFrLBaDSCyrOoeCRnZcuho9j+2FasWHAe9ryxG37/aO0epZLzAVkpkW7KMuvakyxDl7Gov6+vD/LK+HJJufgz1THRWnqtB7Dyzh9ArVZzch7lRrH7bCnhcDggkoo5aVsik8LudJT1Ct9AIAC3xwOpXFbwfnPy+j2IV4/vxRutB6P6HqFIBCElKqtVrOFwGLra6oz1PZPVAGXD9wJCgFAZBbCp6B80QKHJb8R2421rcOrZi/HSl3tw5oXng6QoUGIKF11zxSgfS9RKGAYH2TA9Z/iALIZk+Z0icDXfz5RwiC7bFXHdvT2QVWriPsvFn0yOkVdWoL+/NOqSFZti99lSwul0QpRQW5AtRCQJWiCA1+vlpP1CYLPZQMmHc5CVWr+RKBVllYssn9E8NnxPCIhRq7DLkd7BASgrNHm1kSxvWSofq7Qa9A4Wt8g4H5DFMJxOIPnFxNV8P1PoMk5RoO/pgrY6XtCfiz+ZHCPVadDV082a7aUITdMAAy1UZt0EynpUJxtsdhtIjkbIAICSSeBwlK+wPzYHWbHvdYmQcmlZBWQAo8szKaXm+2LSP2iASluRecc0JMtblsrHqgoNBgYNbJieM3xAFkOshixVncVkmoCCaC7KNCCjaRpdvb2jBP1R/USKWp7JfMok15a2pgodvWNbKxUOhxmJ8TP6iyDKSpuTDyarFVIOk56SMmnZB2TUSA6yXHLacQmllJVdQBYh2X0s3fMi1vd7du3OKk9ZpN0b5p+DHc+/WNb5GD0eDzw+X1wi8WwZ6OqBbkINDnz4MW4+4yIc/nw/Njy3LWX/VmrUGLKYESpipgU+IIshdpVl4lx+JI9MMk1AITQX5TpCZjabAUoUJ+gHTuon6ubPxYp7VmPn4U/ifJfMp8k0F4lUVOnQ2dM9pkd+QqEQIMj8Cp7JXwIhO6s1ywGzzQqZMj+BcDpImQT2Ml5pabZaQI7kIGNynRUSqUKOoTJbaRm5/SS7j6V7XsT6nqIoXLRstNYpFZF2/3LwQ8yaOwf19fVcniKnRFZY5rMqevOa+3HJDcvwWuNe3Lr+XkyfcwoWLDkrZf8WikQgZVJYLBa2TiNr+IAsBoFAAJoOg6bprObyC6G5oBmOipQa/f39ozL0x5JrPctUSGQyhEWCsn2jZkI4HAZBsNAXCKKob4OFxGK15PW2nYlyD8iGTCbIOQxY80GuUmKwjAIygiCiAVk+9YuzvQdG9qckEiw6a3FZ52M0Go2QaPJLeZHLM0SiVhZ1pWX5PeE5hCAICATDOrJs5vILMe9frjmjenp7INGmXvWYaz3LdMi0GvT19eVte6kSCAQgZCFJMCESIRAo/3xFmaBpGmabDXIld0lPpUoFjJbySmAay6DJCIW68DnImDCci6x8fDs8qjMckeVTvzjbe2Bkf6/LjcMHvyzrfIyGwfii4rmQyzOEUskxNDSU1/fmQ/k94TlGKCBAh8NZ6Sgy6aFYoUyzqut7uqFNkxA213qWyYhoKB655ye47vrrylpDkY5AIACBaHROumy1jAKRYFwEZF6vFyHQIMVU9DOmvmK6n7zMAzIjgyz96XzBpY5WrlLCbDWXjQxBIBCADg/bmk/9Yqb7RXyvP96EnU8+jVvO+hZaG5uKXpcxH/oGB+JqWKYiXb9btX7tqHqimVBUqNFXxJWW5feE55jIVFA2OopMeig2GF5Yx36WcS6haRqdvd2oqE5dMimVn3PRsUQ0FFve/Cu+tmBBWWso0jEckI0eIctWyygQCuHz+7kys2QYXkEYP13J1FdM95MpFWWXUT5CIBCA0+3KuOghnS+41NGKSBIEKSqbRRNCoTAqIkt2H2N6b2O6X9T3hz/BintWY8a82Vi1+v8VvS5jPvQaDFAxSHmRrt9t37QVK+5Zjdca92LFPauxfdPWjO2pKjToMxRvpSUfkCUQO/+fLdxqycpvhMxmsyEAmlPtTiwR/9dOnYTpc2aVtYYiHT6fDwJy9AhZtv2PpCh4vMWt3VYIYlM6RGBbxyNXqWCyWstmFCeW4RWWsowvfOl8wbWOVqyUl40uVCgUslJrlimJvu9oaoWoTKu6AMOLlkxWM5SazAm+2e6Tal0F+gcNRbuOy+sJXwAIgkhZPikTnGrJyu8+PyLozy+PTDZE/C8QCvDF3n1YsGBBwb67kHi9XgiTFNzNtv+RYgouj5srM0sGs9kMUhn/UsC2joekSEAogMvlYt1+rkkWsCYjnS+41tGKFfKirn7LhnQJxrkg0ffT5pxSlivyI5jNZpByKYRJZBmJsN0nxVIpAnS4aNcxH5AlIdepQa7z95TblGVPXy+kaQT9bBPx/02LvgF9ayseffTRgn13IfF6vRBQo29W2fY/SiKGyzP2R8iGTCZIlfEBB9s6HgCQqBTDaV7KDIvFAkqZeRQ7nS+4vveRShlMZeLb4fRJhVu9nOj7Hz38M4jKOCAbGhqClOECEy76pKxCXTRhf/mOa3JE4lDlQFcPNq+5H23Hm0CSJIKBAOrmz43+uI/ccS86mlsBAJRYjFAoiJnz52LV+rXYvOZ+6BubUTdvDlatX4s///JxdDa1ggYwfc4sPPinJ7LK8VNu0yHt3V2omJJa0A+c9G+sn7Zv2hr9O+Ln2H3WbXssbW04ADj86T4QDHJ1lSNOlytOoB4h9vyZQIopON3lN6KTLX1DBihn1sZ9xtRX2fiUUspgNpsxderUnOwsFiazCWJl5hGyWF8kXrfrtj2WVd+LkKydZNe2XKXEoKm4hZ+ZMlwTOfUIGdNzZrJvsu2URIxAR3EzzufD4NAQxBpmKyzTXZ+J247s3Y+7L70eXrcHEpkUG57bhgVLzhrlw0vrr4fRaMSMGTNYOZ9s4EfIMhARDc6YNxunnr0Y0+fOjkvw57TZcfN9d0FXUw0RKcKMecPbN962Jk5suPG2NXBabVh53124+b674LTZx3SxZ5qm0d7TNSpDfyKJosxEv2VKpJgKTXUl2sdoCSWb0w6xVJp3OxJpeWeXZ4rBOAQFAz1KvlBKBYaMxVsynysDOaS8YEvEz7QduVqJQXP5BGTppiyz8V2mfZNtDwVDoESjJQ3lQu9APyfXa2yh8VPPXoyNt60BMNqHbzz7IvoGirPSkg/IEqBpOm5kJSIM7GhqxdotG9HR3BqX4M9qNGHp7TfDZjLD6/Ggo2l4u9ftiRMUet0eWEb2XXr7zbAaTVkJX4cXG5TPCJnD4YA3GMyYHT1ReJnot2wSKcaira5Cx1gNyBwOSGQsBGQyKexOJwsWlS6BQABWuy1jSgc2UGnV6CtyLbxcGDQOZR2QsSXiZ9qOQqXCkKk8VrEOB2SppyzZTDqebHsoFIQoyaKfcqHH0A81B9rjZIXGgdE+7O/oQvdAcfJY8gFZAuFwGETMasaIMHD63FnYet8GTJ8zKy7Bn6ZShzeffQlqnRYSqRTT5w5vl8ikcYJCiUyKipF933z2JWgqddkJXwXlVXewr68P8kpNRt1bovAy0W/ZJFKMRa5SwuXzjskRILuTnYCMkkjg9nnHdLZ+k8kEsVJREJGzqqICvUV6s84VmqYxaDJBocouIGNLxM+0HZlSAbvTgWAwmNP3FBKRSJT2mmIz6Xiy7aFAEGJytKShHAiHwzAMDUKl1bLedrJC40CSRRFzZ6O/SC9WfECWQDgciksvEREGtje24Oi+A+hoaolL8KdQq/DSlqdgMgwiGAiivXF4+4bntsUJCjc8tw0KjRovbf49Xtr8exgHDPD7/YwTKBJlVgi6u7cH8srMbzmJwstEvyUmUtyzazdcDieunrEIS2cswt2XLU/qQ4IgIK/SjsmM/WabFVJ5/oWyBQIBKKlkTAatEYxGI6QZSrCwldRUWaHGoNlYVgGu2+1GmKBBScRZHceWiD9ZO8l+D4FAAEohK/mVlnq9HldddRU2P/BzrFu6Ekf27h91Lpl8F3v+fp8fe3btTrlvsrZCwSAoqjwDMovFAoGYGl61zDIbntuGo/sO4OYzLsLRfQew4bltGOjqgd/nxwuPbsUN88/Bnl278ZPfPw6Xzwu3u/Ar0Mt3XJMDwuEwaMSvZswk6v3du6+l3JZ43O/eeQ3rlq7EuZdfgituuRG7X3xlWCPFRAwrKK+6g/quTmimpU4IGyGZf5P5I/LZuqUr4bQO6/YA4N2XX0vpQ5lOje7eHsyZw34pq2IRCoXgdLsgYSm3m1gug91uh0ajYaW9UqPfMACJJv3oT0RD8vDOZ7K7JhMQkSRImRRmsxlVVZn7filgsVggyWE6N9sFJNm0E7lHJv4eYqUCFoulpH1bX1+PpUuX4oIrL4U96MXG29ZgxT2rR51LOt8l9sfP3n4Pf285kHTfZP5rP95cthqyoaEhSCu4KeG1YMlZePX43rjP1i1diYuWXRF9Hn/29nuYMG0KOipUGBoawrRp0zixJRVFGSEjCEJDEMTrBEE0EQTRSBDEOQRBaAmCeI8giNaRfwuXwGqEUCgEAcdTG7lqLwRCYdkEZBFBv7aG/RtnrG5v6e03w5JGi1dRXYW2zg7WbSgmDocDlFTKWpLgci+KnYmuvl6oq9JPf7CZ1FRaoYahiJm+s8VsNoNSFCZxM1NS/R6UQlbyaUUaGhpw5513QiQUptTEZiLf/hgMBiEu0xGyAYMB4jyLimdDKl+L1UoMDg4WzI4IxZqyfBLAuzRNzwVwGoBGAA8AeJ+m6VkA3h/5u6AEg8E4/RgX5Kq9IITCstBPAMOJJgOgIWOQbDJbYnV7bz77EirSaPG0tdVo7+kqq8UQmbBaraBYrHxAlsE0UD509fVCrUsfkLGZ1FRaoUJvf/lMk5vMZkY5yApJqt9DqlJg0FjaKy0XLVqEZ599Fl5vak1sJvLtj6FA+QZkPf19UGkLn0w80ddyrRq9/f0FsyNCwQMygiBUAL4B4FkAoGnaT9O0FcBSANtHdtsO4JpC29ba2opXntvOSYHcCLlqLwRComwCst7eXsgr2RdlAojT7b285SkoNOo4H8bqL36+8g4Mmc1lU3KFCWazGWIVe4GuTKUom/xO2eJ2u2FzOjKWYGEzqammurKsVvcODA1BznCFJZcFxGNJ9XsoNGoMGAs/apENO3bswK5du/D0b7am1MRmIt/+WM4jZN0DfdBU6rI6Jp9+mcrX6kotugZ6s7KDDYqhIasDMATgeYIgTgNwEMA9AGpomu4HAJqm+wmCqC60Yd///vcx+9T52Lb113lpSdKRq/aCEArhL5NC0B1dnZBXcfOWUzt1cnrdXoL+4t0df8Pa2+5ARUXBZ8A5wWg2gWJx5FGhUWOgpfA3nkLQ398PeWVFxpW+bOmhAEBbXYmvPj04nD6nDCprGIyDUC6cyWhftrR2mUj1eyjUSnQYm1j/Pjapq6vDvn37cM9PH8A3b78RQqEwax/l2x/DwSDEVHaLNEqBYDAIg3EI87SarI7Lp1+m8rVGp0Vr3+cFv46LMWUpAnAGgD/QNH06ABeymJ4kCOIOgiAOEARxgO3yBkePHsWZ55/DWYHcfBCSInh93mKbwYgTnR3Q1hZHeJuoCTD09KGjq7MotnCBYWgQigwi9WxQatQwlGEyUyb09PZCkuXNPV+kCjn84RBsNltBvzdXDCbmSXO5LiCeCYVaBbPVXBarzSmSRChQnBmNcCgMkiw/Ub/RaASlkDOqYRkLF/1SIpMhSNAF19cWIyDrAdBD0/S+kb9fx3CAZiAIYgIAjPybdGyapuk/0TS9mKbpxWyvtpk/fz4a9h3grEBuPpAkCY/PV2wzMhIMBtHZ1wNdTU1Rvj9REzB11ky0drQXxRYu6DEMQMVikCFTKmBzOspm9DUb2jrboa1NXymCbQiCgKJah97e0h919Pl8cHu9kDLUJHJdQDwTIpKEQEyVxSIUkhQVTWJCB0NlGZAZDIacVlhy1S9lWk3BF+gUPCCjaXoAQDdBEBGvXQzgOIC3AKwa+WwVgDcLbduWLVvQfORo3loSLrQWIpKEtwwCsoGBAYhVCk7yyDBh3bbHsOeN3Vg+/xxsf3QrwnQYR48fLxv9XTrC4TAGjUNQspiiQiAQQKJSwFjiYulsoWkaJzo7oKst/IuBvEqL9jJY3WuxWCBRKlJOySTex1atX8tpAXEmlEsBd4qkEEpyz2H6bMjnGUKHQhBlOcpUbPR6PW648QY8/D/rWNOBxZLOn6m2SSpU6C9woudirbJcA+BlgiAOA1gE4BEAjwK4hCCIVgCXjPxdUKqrq/GD9ffh7y0HsPnNl7Mq/B0LW3XeYiHFYrg8hU9Uly3d3d2QMUgIyxW1UyeDElO49YG1ePX45/jmsivx7j/+OSYSxFosFgglYtaDXYlaCban/4uNxWKBN5y5dBcXVE6oQUu7vuDfmy2ZFogk3se2b9qKzW++nPf9MR/KIfUFAFAiUdKAjOmzIZ9nSLgMR8jq6+vxtYUL8du3/pr1+UZ0YOn6ZTp/ptqmqtSiu4+bhSupKEpARtN0w8i040Kapq+hadpC07SJpumLaZqeNfJvwa86n88HIQs1wLiY0yYpEp4y0JC1trdBUyT9WIRE/w/2D6Crq6uoNrHB8JA++0V3h98EC7/Em0s6OzuhrKksirBeW1OF7oG+kp8GNplMoJSpA7Jia8aSIVYpYCyDmpYUlXyEjKlP8/F9OWrIGhoaUDd3NmqmTOKkr6XzZ6ptFVU6dPaOg4CsVPF6vSBYCMi4mNOmxGK4PZ682+ESmqbR0tGOqkkTimpHov8nz5yOlo7SH7HIRP9AP6Ra9rNYV1Tp0FHgGw/XtOjboJ5QnBcDEUlColWju7u0018MmoyQqVKPIBZbM5YMpUaF/hJPfQEApIhEKDg6kTdTn+bjezoULrspywULFmDf53shEAo46Wvp/Jlqm7JCg0GLuaAvVnxAFoPT7QKZpqZbZK552awzccP8Jbh21plJ57tXrV+LnU8+jeXzlmDnk09j1fq1edtGScRwFaG2VjbYbDa4Az7IR0qxJJubZ6KNyFeDl6gpuPeJh9HaoS/7BLEdvT1QV6XO0ZPJbwNdPbj70uWj6oBWVFWiq7/0RehMoWkajW0tqJ48sWg2KGp0aNOX9kvAgDH9Cstc8mFxoZ+NbfO39/4UjU2lnfoCGF6ElayyClOfrtv2GPbs2o0b5p+DFx7dCr+Ped3jcChYdgHZY489Bn1rK25a9A1O9IlRvy88HzuffBptx5vS1hY9snc/6hech989/BgqKiqwZ88eVu1JBR+QxeB0udIW2Y3MNc+YNxunnr0Y0+fOTjrfvX3TVqy4ZzVea9yLFfesxvZNW/O2jZJISj4g6+zshCJmmijZ3DwTbUS+GrxETUHd/Lnwg4apDKY60tHVOxw8pSKT3zavuR9O23Ad0JX33QWn1YbNa+6HVCGHx+8fM0XGLRYL7F5PQTN+J1I9dRKOtRZ/ii8dgyYjFGmSwjLR5iTChX42ts3zLr8Ef3nuhZJ/uSJFoqQjZEx9Wjt1MiiKwqoH1uK145/jomVXMPZluAxHyEQkiTt//TPO9IkRv9fNn4sV96zGzsOfRPtnst9k421rcOrZi/HjrY/i9NNPx5VXXsmqPangA7IY7C4nxFJJyu2RueaOplas3bIRHc2tSee7udBeiEgRguEQAoFA3m1xxYl2PVQxaQaS+YGJb7jwn6JGV9Y6MqfTCbvHlfYBmslvqeqAEgQBeVVFWaRqYEJbWxuUE6qKmpi1akItOvt74fWWpu4zFArBarexvuiBi2s3ts2rb1uJIYMB7hJ/OSVJEuFwfrWHc/VlOU5ZdvZ0QcVRdZdYmPrU6/Zg7ZaNqJk+Gbff8f/gcrk4tw3gA7I47E4HJFJpyu2Ruebpc2dh630bMH3OrKTz3VxoLwiCACWVFKxj5EJT24k4/VgyPzDxDRf+U9dWoUXflnc7xaKvrw/ySm3aICOT39LVAZXqNOgeIzqyYy1N0E0uro5RKBJBUaODvkSnLa1WK0iZFEKhkNV2ubh2E9usnjih5FdakkIRwqH8Etjm6ks6HGL9d+Wajt5eaKu5zxnI1KcSmRRb79sAEUni8ccfh1zOfl3mZPABWQx2hxMSmTSlDiKS4+rE4eM48OHHOHG0EXt27R41351sTjqb/DOxOp87L16Kuy9bjmtnL8Zf//Qcjh8/zrkfcsHlcmHIZomrQxbxw4qReXv98Sb4/X7seWN31Der1q8d5ZfEXGJ+P3P9RCqqJ01Ak74139MsGl093ZDqTup9kvWnTPqUdHVAtTXVaCuD3FmZCIVCONbaggnTpxTbFGgm1+J4c2nqnSI5yLKByT0snVYn13YT+/X1d9wKi8WSle2FRiQSJl1lmQ251rSkQ+GyCsi8Xi9MNguUFZq820rVlyKf6483YeeTT2PFwvPT+nTDc9twdN8BrL3iRrS1tOKtt97K2zYm8AFZDA6nA2KZNKUOIprjav29eK1xL259YC0oiho1351sTjqb/DOxOh9DVw+cVht2HPoY8888DXfeeSfnfsiFYf2YDgLByS4V8cPMkXn7HYc/wUXXXAFKTEV9s33T1lF+ScwldtE1zPUTqVBpK2B1ucqmpE0iLe166CacTHKarD9l0qdE6oC+1d6AN9sb8Lt3XovuUzlhOCArh7I06ejq6oJAIYFExiz7PJdMmD4VDY3HSlLvZLFYQCmz8xGTe1g6rU6u7Sb265q6qTCXekAmFOV9LeWi4QOGE0jH3odLHYPBAJlWzYrNqfpS9PPDn2DFPasxc/7ctD5dsOQsvHp8L97qOIR7fvlTnHrqqXnbxoTy+dU4JhAIwOv3gRKLc8pZkols8s/E6nyCgSAsRhPEUinOvuRbaGxsZOV82eaEXg9lTfIh51z8ybYWhSAIKGsr0dlZfnUtw+Ew9F2dqJxYG/2Mbf9IZDJAQpZ9gtjjTY3QTCnudGUEVYUGXiKM/v7Sy/FmNBkhzjIgy6bPcbUvAMhUSgyaSrufCgVCoEiBOB2myyog6+vrg4Sl/IpcPE9kWk3BruHy+dU4xul0gpJJQRBETjlLMpFN/plYnY+IFKGiUgefx4ODn3yOmTNnsnK+bJMuzUAu/uRERzahCi1tJ/Jup9AYDAYIpGKIJScXnHDhH3mVtiwD1gg0TePLo0cwsW5asU2JopkyAcebSu8latBsiqanYUo2fY6rfYHhIuNDJa4hIwiiaKPNNF1eI2SdvT1QVbEj6OfieSKrLJy+NuOvRhBEDUEQzxIE8c7I3/MJgride9MKi91uByUfFvSnm7vPdV4/m/wzsTqfmqmTodCoUX/aBWg88BXW3HN3/ifLMm63G/2mIVSkEGXm4s9c/ZyO6smTcPxE+enIOjs7IauOT+HAhX80E6rRWgYlf1IxNDQEq8+VNjVIoZlYNw0HjxwqthmjGDKbIFdll2Q4mz7H1b4AIFcpMWgq7dqrQqEAdJgfIWNCZ293ymdHtnDxPKmoqixY4mwma2NfAPA8gJ+O/N0C4BUAz3JkU1FwOBwgpRIMdPVg85r7oW9sRt28OVi37bG4eebIvH42ZGozlojOJxk9J9oh7C69XFodHR1QVOuiQtJk55vMZwNdPXjkjnvR0dwKAohmRM7GX0wZ6OrBb9bcD/3RRrz1ymt49dVXUVdXl1ebhaKprRW6hOoHufTDTNRMmYRj//wQNE0XNWVErhw9fgyaaZNKynbdhBoctX4Ms9kMrZb7Zf1MMVrMmKbOboQsU59jet0yvT+kQqZUwGq3lbRWKl0f5Or+FmlTV1mJH950C+bNm5dXm4UgGAyif2gQc3Qnr41c/JN4zP/9Z1fa53ZU5J/kOxLbuvs3v0RXb09B7otMenMlTdOvAggDAE3TQQD5JVgpQaxWK0RyGeeJDfNpU6ZSwGyz5m0P27S2tUE5oTr6d64LGCKJSrn6Dc67/BL8+LeP4IILLkB9fX3ebRYCmqbR1HYC1QUoRyVXKeEJB0s+pUAq9h/6CpNmTi+2GXEIBAKop07EsePHim1KFL/fD7fXC3GaFD+5UIjC2QAgFAohkohht9vZMJszaCQfIeP6GXPKvDlYtWpV3m0WgsHBQYhVCghj8qbl4p9sj8mm2PjvfvwLhIQErFZrzufJFCYBmYsgCB0w3LsIglgCoDyXqqXBZLFAopBxntgwnzblSkVJri46fqIZNVNO6sdyXcAQSVTK5W9QNX0yzvj6WWhoaMi7zUJgMBgQFBGsJ/BMBkEQUNRUlmzurHSYTCYYrOa4hQ+lwsRTpuOLhq+KbUYUm80GsULG+tt+IQpnRxArZCUdkAkIIuXqWq6fMQsXn4FDh0pvmjwZAwMDkGrjBf25+CfbY7JdaCbTajAwMJDbSWYBk4DsfwG8BWAmQRCfAngRwBpOrSoCRqsZcpWiIIkNc22TkkjgDfrh8/nytoktnE4nDBZznG4n1wUMkUSlXP4GmkodXvzLi1i0aFHebRaCtrY2qCbWZN6RJXSTa9HY2lKw72OLQ0cOo2LG5JKaroxQPXkieoyDJTPyaLPZIOYg0WUhCmdHIGXSkk5hEwqHISCSP165fsYcOfAVFi5cmHebhaCrpwdyrSbus1z8k+0x2S40k+nU6O3jvpIJwSRHDkEQIgBzABAAmmmaLon6PYsXL6YPHDjASls//tmD+PuuN9DVcgIikoTf5wNN06DDNCQyKTY8tw0LlpyVU9tsagY+2fkW7l31A9TWlsZIwJEjR/DKx+/h7Cu+Hf0s1fke2bsfv7z1f+AfKSdTM2USRBSJXn0nCADT5s7Cg398AgCSHp/Oj5l8HLu9sqoKu9/6B84444zCOSpH/vj8swhN1WHKKcn1btHzOt4EEUkiEAhg5vy5Oeku1m17DKoKDb78+7vY9LOHSlafkwhN03h0629Rc/apcZUiUsGFhicTX334KS6sm48Lv3Ehp9/DhIMHD+KfDZ/jjG9/g9V289GQZev/Q5/sxYVT5+GCCy5gy3xWeeuf/8Rn3S1444/PQ9/YjMl1MxAMBNCr7wANGpRYjHAohLqEa3WgqweP/PBedDa1ggYwfc4sPPinJ7K6lnWVVfjgvfcwf/78Apxpfmx9+inIT52B2inJ79W5asgyHRPZv+14E4RCIfw+HwAClFiMUDAAkqLi7qV+nw/iPht+cMuteZ8zQRAHaZpenHRbpoCMIIhrk3xsA3CEpunBvK3LA7YCMpqmMXHyJFyycjmuvu0m7H7xFWx/bCvOvPB8rN2yEVvv24Cj+w7g1eN7WbA6P/bvfh/137y0ZASbr+/6OzrgxpzTM7+R3TB/CQRCIa6+bSWavzqCI5/vR938OYwFveuWrsS5l1+CK265EbtffAWfvf1e9Nh02xI58O89uOr0c7F4cdJromQIBoO4/1c/xzkrr4lLeRFL5Lw/+ee/oKnUwWoy4fwrvpv2/BOPTfTZxzt2Ye0tP8DEicnTmJQaBoMBj//5KVx483WMRsiy6StsMdjTh6H9x/DA2vs4/R4mvP/BB9hraMfCc3N7wSwFmr86jFlCNZZedVWxTUnKm//4B9bctxYXX78UV9xyI+781jWwGo1Ycc9qAMC7L78ObXXlqH63bulKmAeHcOnK5Wn3S8cHz7+CX//4wYKV+8kVmqbx44c2YMlNV6e8v3HNsL+NuHTl9XjnpVfhcXkwccaUUfdQh9WG5nc+wi8f+GmGFjOTLiBj8gp8O4BnAKwc+e/PGJ7G/JQgiO/lbV0J4HK5MGQYxNW33RSdN6bDNNZu2QiVtgJrt2yE1+0ptpkAAFIpK5mpDwA41tKCmimTGO3rdXvg9Xhw3erv476tjyAYCGSln2ArYW/FxBo0lUH6i66uLpAaZdqbVbTgffNIwfum5AXv0x2b6DPlpBq0lNG0ZcOhBmjrpjCeruRCw5OJqkkTMOS0wWAwcP5dmTDbrJApS/thnQmpQg6TrfT0tBGCoSD62rui/cxqNCEYCEb1stYRvWwi+sZmWGJ0tan2S4dAICiLihsWiwU0KSxaMAbE65itJjN8Hk/Se6hCrYLN5YTHw20cwCQgCwOYR9P0dTRNXwdgPgAfgLMB5L88pAQwm82onjQhbt6YEBDYet8G2M0WbL1vAyQydlck5YpMpYDBWBpZqi0WC2weJ9Q6Zsv5JTIpJFIp/vb089iy9kGISDIr/QRbCXtrpkzCsRPNJVnSJpbG5iaoJ6Wfmo4WvJ8zUvB+bvKC9+mOTfRZzbTJaGgsnVWB6aBpGp99dQBTZp/C+BguNDyZIAgC2rop+LIExP1mqwVSefFLS+WDTKGA2VraAdmkuunRfqap1EFEiqJ6Wc2IXjaRunlzUBGjq021XzoIgQChUOknQjAYDJCxlKE/V2J1zBqdFmKpNOk9lCAIyLRqzl+omARk02majrViEMBsmqbNAEpCS5YvJpMJy1ffFpc47n+feARH9x3AzWdchKP7DmDDc9uSHpupMC7TouJMUVZo0D9U1JniKHq9HsoJ1YxHJjY8tw3BQBA7n/wjvvroM9RMmZRVgj62EvYq1CoEBQQGB0vDj6k41HQcE6an105EzrujqQVH9x1Ae2ML48SHqXxWPWkCOvt6OX8bZIPOzk54iDAqqnSZdx6Bi6S6TJg65xR8/uWBor8IWO02SBXFHyHL594olctgczg4tC4/AoEAbl1/b7SfKdQq1E6dgpe3PIWXtjwFhVqFddseG+WDVevXQqFRj9ovGan8RwgFCOZZ2LwQ9A/0Q1KhzKsfJDs2m/ZiE7GbDEMIBgIp76ESjYrzlZZMEsN+TBDEPwFEspVeB+AjgiDkAKxcGVZIBoeGUDtz+qh5+guXXp7x2EjOkod3PoPdL74ynEcrpp1M27NFqVHj+FDx37IBoLG1BRWTmK8AXLDkLLzetC/n70uXmDLbRKmK2kq0tbWhpqZwKxizwWKxYMhmxak11Wn3yydBbKpjhSIR5DU6nDhxAgsWLMip7UKx/6uDqDxlelbHcJFUlwmaSh28wuFEyjNmzCj490ewOuyYUQL6onzujRKZFHano2STGPsCAdROmcRYxxnxwfZNW/G7d5InBk8klf+EIhECgdIfK+nu74NKp82rHyQ7FgDj9tIlYk9EodOgd4DbmpZMRsjuwnCm/kUj/30BgKZp2kXT9De5M61w9A0ZoMpx6DSTHoVtvYpMqYDd5YxmtS8WNE3j+Anm+rFSo3LKBBw/Ubo6qebmZqgn1xTtYaOdOhFHGo8X5buZEggEsP9wA6bNYT5dWWyqTpmOL748WLTvD4VCcLndEEuLp9uJkM+9USgSQSASwu12c2hh7vj8fgjJzOMd+fgg1bECkbAsArKe/j5oKrWs+4Arjahap0UXx6kvMgZk9PD4ehuGpyeXAbgYQOlVy82DvoF+qLQVmXdMQiY9Ctt6FYFAAKlaCaOxuLXcBgcHERAMT/+VIzVTJqGp7UTJai0ajh9F9YwpRfv+STOm4VDjsZIWBzc1NYHUqiArgek3pkybewoOHGko2guV2+2GSEyVREqTfO+NpFQKp9PJkXX54fP5IBJlDsjy8UGqYwUiUdFf2DMRDAYxZDFDWaFh3QdcaUTVlVr0GgY4lRykvCoJgphNEMTPCYJoBPB7AN0YTpPxTZqmf8+ZRQUmFAoNdwxN8hGyTPPRmfQoqbZH2l0260zcMH8Jrp11JuP5c4laiaGh4gr729raoKgtXhHnTNqBuy9djrsvWx7dfmTv/rj9LUMmCBUS9PZyn+wvW3w+H7746kts/d+f5aU9zEebIVMqAJkYXV1dWX9vofj84H7UzmavHmkh9KBSuQxUpQbHjxdn9NHlcoFMGB0b6OrB3Zctx9IZi3D1jEW4+9LleWtdmZCvlo+Uikt2hMzj9YIUUxn3y8cHiceuWr8W65auxKP/+wCuvfbakq64YTKZQCnkEAqFOftgoKsHfr8f2x/diuXzz8GeN3Zj3bbHGLeX7fVuGTQiLACnFSJS5iEjCCIM4GMAt9M0fWLkMz1N0yVTkZmNPGSDg4P4zbN/wDduWpZ0O1c5i6L5o3b/CxqdDlajCedfySx/1NF9B3GGZhK++53v5G1Hrjzz4gvwTVBhahar29gk2e8CIPrZnd+6BgCNP3zwJna/+Ap2Pvk0VtyzOm7/761bg/Mmz8I3LyqtmfejR4/iu1deju/cdH1e/S7fvnt070EsUFbjysuvyPYUOMfhcODnmzfhG9+7DiKSZKXNTP5i617Q1XICwi4TVt/+/1ixOxva2trw/O43cPbSk/cONnJfFYMD736I5eddjFNPPbXYpoziZ49sxIKrLy5IybMIkf45acoUOJo6sHfvXuzbl7tml0uOHDmC1z99H4sv+1bObeR7PeZyvS+/bRVuvfwanHJK7s+9XPOQXQdgAMCHBEH8mSCIizGcqX9MMTg4mHbpLVfz0dH8UU0j+aOameeP0ui06B7oY8WOXAiFQsMFrycXL3FoJu2A1WiCxWiKbve6PaP2r5o8AcdKMN9Ww9GjMPT2593v8u27k2ZOx8Gjh4u+KjAZDYcOQT11ImvBGFA4Peikuulo7movSukft9sNoTjeZ2zkvioGQokYLper2GYkxe3xgBSLC/qd0f6plOOqq64q6Xq9g0ODEKuVebWR7/WYy/Uu1ig4XZ2fMiCjafoNmqZvBDAXwB4A9wKoIQjiDwRBFG9ohmX6Bvoh0aTWQXE1Hx3NHzV3JH/UHOb5o9SVWnQXoK5WKvr6+iCUSyCRFS+XUSbtgKZSh4pKXXS7RCYdtX/VpInQd3WWlAA2GAziUNMxzJg3O+9+l2/f1VRqYQ94SyKZaSw0TePTA/swZS67o7OF0oMKRSJUTJ+MhkMNLFidHW63G0JJfKDARu6rYiCkSLhKcMoyEAggGApCxEDUzyaR/gmCxs6dO0u6Xm+vYQDKhBqW2ZLv9ZjL9S7XqNA/yN39kImo30XT9Ms0TV8JYDKABgAPcGZRgenq64W6Knli01Rz1GwQmedubxzOH9XRlD5/VOx89kOrfoTOnm54R2pCFpo2fRsUE9KnY+CaZDqB2M8UahUUGnV0+4bnto3an6RIiLWqktJJ6fV6iNRy/OSp3+SdKytfjQ5BEKiYNglHj5VWktiBgQEYXQ5GdSvjjuNID5oLk+eegk8PfFHw0UeX2w0hFT9Ctm7bYydzX23+PewWK/THm5JqL5loy7LV2qXaP1M7lEQMRwmK+iM6PSYrpNnMUxnpn7+89X+w57//xY4dO3Jui2v6Bg1QMQjI0vknm+sxWTuR41csPB87n3w62ucj35GsfaVWg95B7nKRMSouXqqwoSH7+aZfY+7lFyYV9Rej5l0qEm3518uv4bP/fozp06cX3JannvkThDNrMamu8N/NNkc/348ztFOKqseL5bW//w0dhAdzz8hcG7QQGPsNGPj8ENbfu67YpkT559u7ccRuwKnnZFeLtJSuZ5qm8dFf38C9q/4fJk0qXOqYN//xD7QEbSn7V6KPkmkvc62Rmu3+mdppb2yBzhbEyhtX5OYMjujt7cW2Hdtx3vIrM+7LRZ/s1XdA0GnEHbfellc7XBEOh3Hfzx/EBauWg6TSSw7Y8g9bdZDdThca3vgXNv3soaxtiJBvLcsxi9vtht3tSpm6oRg171KRaMtg3wD6+7lNUpeMYDCItq4OVE3MbnSiVKmcXDr5yEKhEA4eO4wppxQvaWgiutpqGJ32oq/qjRAOh/HZlwcwNYfpylK6ngmCgG7mVBz48suCfq/L44FYklrblOijZNrLTGTr51T7Z2qHElNweUpvytLpdIKUMtOPcdEnJXIZLPbC6xOZYrfbIRBTGYMxgD3/sFUHWSqXwe3zcjY7Na4DsoGBAch0mpRDy8WoeZeKRFsm1U1DZy/3S9MT6enpAaVWgEpzUy8nqibUorO/Fz6fr9imoKOjA5CJIVflJ3ZlE4IgoJk2EUeOHS22KQCGVwmGpSRUFZqsjy2l6xkAps+bjb2HDhY0F57b604rNk/0UTLtZSay9XOq/TO1Q4nFcJdgeS+73Q5Szqz2MRd9UqZQwGKz5t0OV5hMJkgZCvrZ8g9bdZAJgoBUpYTJZMrJjkyM64Csr68P7qA/7Rz1nl27ccP8c/DCo1vh9/kZ6xvYJnE++65Hf4HO3m5OvzMZ+nY9lAzyj0X9M5JnbVkWedaYkM7/cfnILluOuy9dnvJ3EopEkFVWlISO7NCRI9AmSQbLtK+x0SeTtTHplBnYf6g0ynXt/+pLVJ0yLadji1XDMhUKtQqQidHW1law73R53GlHJhJ9lEx7mYls/Zxq/0ztkGIK7hIcIbPYrCBlzAKyTHkqM93fkl3nEpkUbo+npBYrxXL48GG88ORTjGtNsnHNZlsHOZ2PxSoFZwHZuNaQ/WXHy9jw0EP45nVXZZ17qNh6lFAwiD3Pv4rf/GIjSBaX/mfi93/+I8hZEzFxRvqHYjTP2j//BU2lDlaTCedfwSzPGhOYagLu/NZSAAT+8MGulL/T0b0HcLpmEi797nfztitXQqEQfvrIr3Da0ktGTaEz7Wts9Mlkbfxm10vY8+LrePBH96CysnjJgP1+P376yK/w9RuvLOoKXzZpaTiCCT4RbrrhxoJ836NP/hYTz12Eiuri/Y5s4bI7cOyfH2Lj+p8V25Q4Xn5lJ0wqIWbMz320K1/N039f+jse+OH/FPV6TcWcOXNwytmn4/sP3lt0LWcq0vn48Kf7cO7EWfjmRRfl1DavIUuBvrsbve2dOeUeKrYeRSgSQVqA6vOxBINB6Ls7GenHonnWmkfyrDUxz7PGBKaaAIvRBGtMPrJk3185qRaNba2s2JUrkenKZHpGpn2NjT6ZrA2CIFAxfRIOHz2SdXts0tzcDEqnGTPBGABMnT0TXx0/UrBSN16fDyIG2p1ygKQoeIq00jwdBpMx75Jy+WqeJCoFLBZLXjZwhV6vx3duvLYktJypSOdjuVoFg5EbTe24Dcg8Hg/MDitmzM8t91Ap6FGkOk1BS//09fWBUikYlQSJ5lmbM5JnbS7zPGtMYKoJqKjUQROTjyzZ91fW1qCrr7eo9d++OnIo6XQlwLyvsdEnU7Ux6ZQZ+KKhsAL0RA4c+grVM6cW1Qa2kchkoHRqtLYW5oXA6/MyElOXAyKKhM/vK7nExYOmIShSlOJjSr6aJ0oph9lszssGrqidOAGf//v9ktFyJiOdjxVqFQaGuEkOO24Dsr6+PigqtfhxinpgkbnjVevX5qRvKASqah06egqnI+vo7IS8Rpd0W+Kce8RvHU3DedbaG1uS+jdSg/LuS5fj6hmLsHTGItx9WeZaeow0AQvPh91ig7F/IG0eORFJQqpTF62uZSgUwoEjhzB11nBVslS+zNTX2OiTsW3seWM3/H4/rp29GI/+aB1aOjuKttrS5/PhaEszJs8snRWobFFVNxVfHj5UkO/y+XysVjfIl1xzkAGAQCCAQCgsKa2Ux+OBx+eDhKGGLBXrtj2GPW/sxvL552D7o1vh95/ULzO5zqUqBQwlsjI6FpqmccmVl+PLPZ+m1s3F6I6T1SROV3c1sd+ky6OXa44zpUaNITOvIRtFPhqyD/d8iM96W7Hw/CXRz66evhDA2QCuB3AXgKcAvA6gNOqBvdVxOO5vy5AJXXv242frflKQ73/mxRfgm6jG1FkzR23LR+cEAOZBIy5deT0A4N2XX4O2uipvXUE2mqrDn+zFuZOKU9eytbUVz/3jdZx73XDNyGLrEyMk2vGfV97A839+Bt/+1sUFt+XIkSPY+d9/YclVpZEvjk18Hg8+3/EWHv3ZQ5zqQcPhMO752QO45I6VjJKWFoJ8NbofPv8qfrXuASgUhasZmY6uri784bWXce71+dd/zec+0NfRhWBrH+76wR1528EmdrsdDz3xOL556w2jtiXTHVuHzEisSaxQq1LWXc0mj16u/qVpGu//+a/Y/NCvc7peeQ1ZEtq6OqGpqUqypQHDwZhs5N+GAlqVHWpdBYw2CzwFWPpN0zRaO/Qp9WP56Jz0jc2wxtTSs7BUSy8bTZV2Qi2a9YVb7RbLl4fjpyuLrU9MZcdAdy/2NXxZlCmihqNHUJViSrfcEUulEGvVnK+29Pv9EAqFJROMAflrdAWi0hohGxwchETDTtqafO4Dam0F+gyF0xczxWq1QqJKHjwn0x0nq0mcru5qNnn0cvUvQRAQK+WwWq15+SIZhS22VSLQNI22rg6cdvolcZ+/1XEY65bOxrmX/ywmap6NzW8eTtFScREIBJBXVqC3tzev6vNMMBqNCAkFkMqTC6ojc+4Rv2XSOSXuZx404s1nXwIAVFTqoK1OFixnB1ObAKByQjX2f7QfNE0X9IEVDAbx5dHDOOP6y6KfZWM3lyTaMWP+HJjdThgMBtTW1hbMjmAwiMPNjfj6jfmPOpQq2mkTcejYUcydO5ez7wgEAhCIhJy1nwup+jrTa0BIkkXVfibS298PaUV+gv4I+dwHZEoFXD4vXC4X5HI5K/awgcViAZnhGRKrO46MkMXmxVOoVdFnhaZSB23MiuFEn0Xy6CXzYT7+FY9o9Kqq8n9OxTIuR8isVit84RBkytGReilow7JBVlWB7gLoyHp6eiBPUfMTYO63VDUoFWoVXtryFF7e8hQUGjUrfs/mt5TIZKApUcE1Um1tbRCoZZApTt40S6UPJtrx422PQTtjEg4fKewLSkdHB0Rq+ZhaXZnI5Jkz8NXxIwiHw5x9RyAQgLCE9GNA7jnIIpTaCFl7TxdrKUXyuQ8QBAG5TlPQVfhMMJnNoJTJr+PI+cbqjpPVJI7WXd3yFBRqVdqcYuny6OXjX1Iu40fI2ECv1+Oyyy5DS0sLtj70MKbNnYUH//gEaqdOxkBXDzavuR/6xmbUzZuDddseQ+3UyQCQdlsm8jk20/EVNVVo7WjHN8Gt9knf2QFldeqArHbq5FHz76nsTjZP/7t3X2Pd5lTflQpZVQV6enpQXV24wukHDzWgqi5+5WC2dnNFMjsoiRiff7gfl3z7koKNJDY2N0EzOX5ELt9rKl/Y/n65SokwJUJfXx8mT+bmPPx+f8mNkKWC6TVQSgFZOBxGd38fzv3W15Nuz6bPsNG/JFo1enp7MXPmaM1vsRg0GSFXKUed36r1a7F909bhv+fPTXu+v3tn+FkRaeNH374m7fMl9u+IkF/f2IzJdTMQDAQQCgTRcvgYHrnjXjz4p/SxQOTztmNNeLmuDu+88w7q6upY88+4GyGrr6+H2WzGd+qvxcr77oLTasPmNfcDADavuR/nXn4Jdhz6GOdefkn080zbMpHPsZmO19XWoK2rg3Ndj767E7ramqyOyfe8C42ySovO7sKtWg0EAvjq+FFMPoW9C5prKqoq4Qh6C1pHteH4MUyYHh+0FrtvcfH9qkk1aG7lrq5qIBCAQJg8ILt6+sKi/HfHN36JlkO3IOi3ouXQLbjjG79Mul8qBCJhyUxZGo1GCCRUyrJy2fQZNvqXproS7d2dWR/HJYNmI+Rq5ajz23jbmqzPNxcfxR7jtNkx0NWNlffdhZvvuwtOmz1jLBD5/Ddv/AWnnXE66uvr83NIAuMuIGtoaIDFYsHS2783SkDOVgHSRPIVaac7XqaQIyggOM05EwwG0WcwQFOZeoQsGaUiTmeKtqYabd0dBfu+EydOgNSqUuryShGCIKCdMQWHCjRtabVaYXE7oKmKT7dS7L7FxffXTJuMI82NLFiXnOEpy1KbFGlAPouoBEIhgsEg61blQnd3N2RVFSm3Z9Nn2OhflRNqcKKT+5f1bBgymaBQqYpSxD7xGKvRhGAgmHSBQKbFJtqaKiw4YxEaGhry8kcipXZ1cs5pp52GxuYmfLr7PQiEgjgBeTqRXz4CwHxF2pmOV1Rp0d3dDZ0ueY6wfDEYDBCrFVnnLyoVcTpTKqp0ODIwgGAwCJGI+0vjQEMDqurKb+Xg5Fl1+OKDvbj0O9/lfNqyo6MDytqqUd9T7L7FxfdXTqjB8X9/Ar/fD4rKnHw5WwKBAIgUI2SJKXUKRb6LqIgSmrI80dEOdW1qkXc2fYaN/iVXKeEO+GCz2aDRaLI+nm2CwSBsTjtkSkVW4vtU5OKj2GM0lTpYjcakCwQyLTa55IZleO9f72HRokW5OyQJ4y4P2SeffIJrb1iOoQEDQNOgJBKEQ0HUzZ8bncduO94EkiQRDASi89kActaXxW6fPHMGQAM9+nbG2oBM7Td9eRinCJRYtnRpVr5gyoEDB7D70F6c8e1vZHe+x5sgIkkE/H6QFAW/3w+RiITf5wMATJ8zKzpnn46Brh488sN70dnUCjrhN8tVuzPKxkAAM+fPxUXf+TYeuvcnmDAhc3mofAgEAnjw4V/i7BVXQSzNL4kkV6T6nWmaxsc7dmHtLT/ApEmTOLVh5+uvoU8cxKyFX2NkGxswaTuuT4J5X87E52+8g9uvup4T3c/Ro0fx2qfvY/Glo/WmXOpcuTguwlcffIJLv7YYX/96ct1WIfn15scx9aKzUFE1+sV4oKsHj9xxLzqaW0EAcdrlZLDVvw+88wGuO/dbWLgw9bRvoTCZTNj09DZcePO1o86v5dA2APdjeIR0EYAdADJJOfQA6vM4Zi4AP4DIyNoCAG+MtHFyv9mnzR6lIdM3NkNXWYn//OvfOPXUU5k7AXwesjgIgsD/bPo53mpvwOzTTsVN996JHYc/wbmXX4Ltm7Zi85svY+b8uVhxz+ro55vX3B8VC/695QA2v/ly3MWRaS479liKonDRsiuymvdO993A8Jt1S6eeHQcloaevDzKtJvp3pvONbj/8CVbcsxokRWHFPatRN38ORCQJXU3VqDn7dGxecz+cVhtW3ncXdLU1EJEkps+dnZd2J2Lj9LmzcerZizFj3nB7/3ztDRgMhpzazIbW1laQWlXJBmNA6t95uLbl5IJMW7a061E1cXSKjUzXRD4w0abUTp0MiqKw6oG1eO3457ho2RWs6Mjk1Vp0dHbk3U4y0qW94FLnmo58f0cBKSqJKUu73Q6Tw5pS1rF5zf24aNkVeO3451j1wFpQFJX2XNnq38raSrToT+R0LNtYLBZIRjIbJJ4fcBGGE7D7Rv5loquty/OYQwAaAYRH/jsU08bJ/WL9H2v3rffehYqK1FPUuTDupixbO/SoqB1eRadvbMbDO5+JzhO/tOX3aT9PRTb7Z9s2EyqqK9EwaIDP54NYnFxQmg8dvd2oWHCys2c6h8TtL2x6IrofHabh83qw9PabsfPJP8JqylyCQt/YDJqmo8fQNI2O5lZsevW5nP0XsfGlLb/HC9v/D7cuuQSbXnkOf/nNNvT09bI+FJ3Il4cPj1pdWWqk+50nnzID+z/ch8u+eyln05ZutxtmuxWnadm96WWC6TXKxbWsrR3W/XBRCyHdlGW+58KFL5hACIXwjYy4F5OOjg6oJlSnvBaK5Z+aKZNw7P19uL4g35Yei8WSMuVFsabM80GsHC7gzuYswbgaIaNpGic6O1A5YXi1IFuFw1PtP/uJPzDeNx+EQiHkOg36+vrybisRmqbRO9Af9+aX6RwSt0f0AdPnzoJYKoVGp8Wbz74ETaWO8bx/RaUObz77EtQ6LcRSKabPya9Yeari51NOqUNXP/t+jCUQCOBQ0zFMnjmd0+/Jl3S/s6ZKB0fIz+lqy97eXsirtBAICnubKmQx90R0tdWcrZoeFvUnD8jyPZfE439boWHB4syISCF8JbDKsulEK9QTU6fL4aKvMEGt08LqdnKSMytbjCYjxCkCsnKEUspYX0w3rjRkNpsNDz3xG3zz1uUgCCJjrpGkOVIyaMRit181/TT8oyO+aHCcnqxuBgIBP3r1nYx0BYltxGrdaqZMxm8e3oT6FSuy8mEmHA4Hfr7lMcy/+FzGOrgje/dj421r4HV7QAgICAgBSDF7GjKSohAI+EGAYOyzZG0O55NpRDgcBh2mIZFJcd/vHgMxaMPG9T/L3lkMaW5uxvZ3d+Gcay5Lux+bOqlscyA98sN70dHUCozcH6bPnT3qtzr86T6cVTUd37nkkqTt5MtHH32Ej7qacNoFSzLumy41QvbE6kzmAaABNGG0ToW5hiXdCEDib3P+RRdiy0O/Zl2I/cEHH2DvYDsWnHNWRhvy1ZA1Hzqa9t7H5DuY7N/ScAQzCSWuufpqxrayDU3T2LDp15h3+YVQVWiS2g0gq2cKE5jmzayeOBFPPbEV11xzDdunnhXPvfQiPDUKTJ3NbVWZQnHiyHFM8otww7XZjT+m05CNq4Ds2LFjeOW//8ZZV2Q3IZBrEdJkAVliu7kU1Y4WYd39L2h0OliNJpx69pk49MGn0LNcD0+v1+OZt17D3154ibEPktl3/pXfZa1INpvFtxPb+vTt93DZlVfg8Q2/5GT6FwBe+dvr6BZ6Mef09EEEl+eZ6fczDw6lLOAbwTRgQO+nDfjp//44J5sy8fIrO2FUClD3tczlhNgNyGI5G8D1GE7J8BSA1zGsLcmOdAFZ4m/z77++jg///R/Mnj07R5uTs/udt3HMY8S8Mxex2m4ykt37su3PTPbXH2tCtYtA/fLlnJwHEwYGBrDluT/iGyuXAWBmNxvXdro2Yrf9ZfPvceTDz1h/NmTLpq1bMOm801mrZFBsBrp74DneibvvuDOr4/iAbIS3330Hhx0GfO3rZ2T1PdfOXowdhz6GWCqFz+NB/WkX4O8tyb939hN/wJwnnx71efM9q9Fyb/wPd+3sxQAN7Dj8MQBgxcLzQRBEyrYT7ak/7QK8sPc93LrkEjzz8Tu4/dzvDutEWNT0fPHFF3jn2H78evW9jH2QzL7I35nOjQnZ/B65tHXfww9hTf0qTlYQhsNhPPjwL7Homu9ArkpfhJjr80z3+9E0jZ2HPwEA1C+8ACAwan+aprHnL3/D+tVrWK/pBgCPPflb1JyzELqawlVOSITN34Dpd6xYcD4+/OADXHDBBax+z992vYEukQ+nLJjParsRMt37svUlk/27WtsgMzjx/ZXfY/18mPLfjz7CRRd+I+YTMQALhnOruQFUYFhEjiz3yUS6NuK3CYUqeL3egqTzSQZN07jv5z/F+bdcB5IqrfJdueKyO3Dkrffx8E9/ntVx/CrLEVo726Grzf7mns38f8u9d+IfHYeib4eR/08MxiLtaka0UW8++xIqstBURTRZW+/bgOlzZuHDN/6Jqtoa2Gy2rM8vHUMmIyQqRVY+SGYfm7oJNvUYydoSK2SwWCys2JpIV1cXIBVnDMZS2ZYr2f5+FTH9MpXWjyAIaKbUorGJ/WSmNE1j0GiEqkj5kyL6z0JofxK/Y1LdNBiM7NdU9Xg9WecSzIZM9z62tLmxkBQFj9fL/slkwVfHjyR8sgjDo6nukX8XJTmKyT6ZSNdG/LbqSRPQ0dGRw3ewg8PhAESCMROMAcMF3J0eN6uLSsZNQBYOh9HV2xNNApsNbBZ7jtTSunb2Yvj9fghFQry0+fd4afPvYbfYsGr92qT7rlu6EgNdPXH2tDcOF2HtaGrB5+/8B9f/8Pvo7e3N2bZY9Ho9zj77bFxz9VL84WcPY9X6tYx9kMw+Notks/l7JGuLUslhZLD6Mxfe/+B9vPz0M6N+U6a2JZKqj+TSVuy+6Qr4xlIzYyq+PJb4QMofl8uFsAAgxewlSGXqKwDRkR42f4NUJH7H/3voAQya2e9/bq+X8QMxl3OKHLNs1pkAgGtnnZn0vsX0ul237THseWM3ls8/B9sf3Qq/3z/KjuGAzMPonLjA6XSio68Xb7R9hbc6DuOtjsP400e/wOzTXoSI0mD2aS/iTx/9Irotm30y/ZeujcRtN99/D44eP140PxmNRkg1qrT75HsdMYXJ9zDZhyAISFQKVoX942bKcmBgAL994U+4oP4abo2KYfYTfxg1MpY477/zyaex4p7VGXUATHQGR/cdxCJVLS67NL1YnAlnn302rr/+erjCQTT1duCrjz4riYLXhaDtaCMm+oRZizUzQdM0pkybhvOuuRTLf3R73rowgF2dWS6EgkH898XX8euf/BRyuZy1dnt6evD7ndtx3vKrWGszG19l0n/m2i4T7GYL2v7zOX7+4wdybiMZW//wFFSnnYKqSZmTHudyTrHa0R/bnfiNUpG3djSTHXazBfr392HDup/k1H6+HDhwAG8d/BRnJUm2W0rYLVY0vf1f/Gr9zzivrpGM/fv3452j+3H6t85PuU+h7mVsavwOvPMBrj/vYixYsIDx9/NTlgD6+vogqyxsPqNk05TZ1PDKtlaXrrYarV0drNje0NCAu+66C063C1fdtrLk61CyiVQhh5GDKUuTyYSBvj5cf+dtrNVALHZNR6FIBEVtFU6cYDf5pMvlAsly0txMvpr9xB9w1fTTcNX00wAg+v/J0tdk0262SGQy2ByOvNpIhtvjZjzimE+dwI6mVsj//iI6mlvz9kcmO0QUBbfXnXP7+fLl0cOonsFeUmKuUFVo4BXQ6OnhZtQpEwODBkjUirT7FOpexuR7mNoiViswxKK8YNwEZJ3d3VAUOCBLRqocXcl0EtlqLrQ1Vejq7WUlh9GiRYuwdetWuH0evPfKGyVfh5JN5EoFTBwEZK2traidOhlv/+VV1jRJxcpvFItu6kQcbWpitU2XywWRhN16jpl8lY3+M5t2s4UUUwgEA6xnoHd63KAkEkb75nJOXGhHM9khlojh9niLUkDb4/GgUX8CE2dML/h354J2+iQcPsq+vIAJvYYBqDMkeGbrOsr0AsXke5jaoqjQoM8wkJOdyRg3AZm+pytOP8blfPVAVw/uvmw5ls5YhKtnLMLdly5PqaPY8Ny2lLqK2H33vLEbfr8/pb0DXT346Y23Y+vDj2Lx4sXQ6/MrpbRjxw68/vrr+NPmJ/HfXW+n/e5sSOX3QugHmH6HTKGAxWZl/SZ/pLkR/++X9+ekfzuydz9umL8EV08/DTfMX4Ije/cDYFdPlysTpk3BkZbjCIfDrLXp8XggZFE/BnDnK7bbJQgCpEQMt5u9kR+apuFyeyCWMEvlku6cstG2MvVHpjZT+VYoEgECwF+E5LCNjY1QTqxmRaheiPvf5Fl1+OLwV0UJXnsNA1BlCMjYuI6O7N2POU8+jaunn4aldYuw7JQzRvkz8XtWrV87yvfpbIm9F//k2u/ho08+ydrOVIwLDVkoFMK6h36GC265PnrxcDlfzTSPU7ZtprM3sn1CbS28HQP49NNPsW9f9vmSYtHr9Xjun3/Da8+9yHk+rELoB7L5jv8881c8/jP2cpEFAgHcv/EXOG/lMlAMH4qx3DB/CU49ezHWbtmIrfdtwNF9B/Dq8b2s2MYGH+98E3ev/D4mT2Zn+uaDDz7A5wY9Fp5bnKLRyfSfheSjl9/AAz/8H+h0owtV54LP58NPfv0LfPsHN+XdFhfXaj5t/vcvf8NP71rLel3BTPzx+WcRmKTBtDmz8m6rEPc/mqaj1+mUKVNYbTsdPp8PP9n4C1z8g3rO9Ws3zF8Cj9uDmafOhd/jw1BfP+rX3skobyZT38fei397709x+LMv4PN6GVcUGfcaMqPRCFIujXuT4XK+Wt/YDIvRhKW334ylt98Mq9HEuVYosl1ZW4ULvnEBGhoa8vo+YHgFkVBMseqrVG0VQj+QzXeQEgmcTidr393T0wOxRplTMAYAXrcHa7dshEpbgbVbNsLrLt7KsmQoJ1ajLc9R2Vj8gQBEZPFK7RYzGAMAgUiIQCDAWnsulwskSy8XXFyr+bQpkojhcrnytiEbXC4XmjraMKluOivtFeL+RxAEdHVT8CULz4ZsGBoaglSj5DQYi+g/PSP3xbajTehua8cDHm9Gf2br+9h78f8+8TCCgQBraZLGRUA2MDAAaYU67jMutTdM8zhl2yaT+pFypQJ/+etfWSmO7XQ6IZJJCpIPqxj5ntJ9ByVjNyA7oW+Dojb35KkSmRRb79sAu9mCrfdtgETGruA9XyonTcDxVvYeIsFQEAJB8rqL4wGBQIBQKMRae06nE5ScnT7DxbWaT5ukVFLwgOzo0aNQTaplLa9bobSgU2bPxL5DX7IqL8jE4OAgJBlSXuRLRP8pHbkvzjx1LqbMnIFHpRLGeTOZ+j7xXkxSFAYHB1k5jzEdkEVyaS1evBh/2rQFP7r4mqiuy+VwYs+u3Zxob7LJ45RNm4lz2nE5zXx+7Nm1G/ctXYl9n3+OHTt25H0eLrcLIjHFqkZm1fq12Pnk01g+bwl2Pvl0NO9a7He898ob6Gg+MUovlS/ZnIdILIbHw94o1LHWZlRPnZjz8Rue24aj+w7g5jMuwtF9B7DhuW1Zt5FKh8aUdDqX6kkT0NrZzpoQnSAI0OBWTsFWPiIuoGma1aLqTqcTohxHZxPhQouXrV429jdxOB2svjwx4YuGL1F7yvTkds06EzfMX4JlCXnY0sGGT5n0VVWFBiGJCO3t7Vm3nyt9A/2QVnAbkEWI3Bf1R5vQ296BYCDAOG9mJt9H/Ov3+3Hwv59E78Xf+/EaDBgMrNg/pjVkkVxaYoUMD/3iITisVqy4ZzUAdnRdxSbZ3Pdvdr2ED59/hZW8UH9/cxc6CDdmnXYqSxYzm68vBb3Ul//5CFefcR5OP/30vNsKBAL4yS9/jm/cen3aN2ru6jFGUAC4EMB2AKsA/BcA8wfZ7NMWpP3tPn3tn/jRDTdj6tSpeVv67r/+hUOOfsw/K7syZ9lQqJqDufDJK2/h3lt+gNraWlba++KLL/DusQNp80CVCkz1spHt/3l1F7b/+Vl865uFyQVmsVjwq62bceGq6yEUnhzFjeZh++e/oKnUwWoy4fwr2KvhmwmmfbXpy8OYGpbgxuvYzbOYiv979s8QzqzFxBnTCvJ9XOk/U/m3o6kVKpMHq266mVE741ZDFsmlNWS1wGG1IRgIsqrrKjbJ5r4JgoBUo8bQUP65UVxu9nQnEZjM15eCXkpAkayNkPX29kKiVXFatoYZLgwHY5Uj/2Y3zZPpt5PX6NDR2cmKpSRJIhRkb8ouGWzmI2KbcCjEat1Bs8UCSiFjrT0uYaqXjWzv7+yGycpNqbNkHDp8CBUzJscFY7F2dTS3Yu2Wjehoyj8PWzYw7avT5pyCA0cOsapRTEd3fy80lewsTmECV/rPVP7VVGrR09/HyncUTzVbACK5tMx2KzSVWliNJrz57EsAAE2lDtoyrzofmfuOROyRuW+JRomhoSFMnz49r/bdXi8oMfOhZmYjPKdj+byPANyF4Vprpyc5To6bz3gcv8DX8EscAyBnZfTorY7DjPcVkiK4WQrIOjo7Iav6/+ydd3gcxfnHP6MuWZZkSbYlF0mWLVuSm2zLlnvD9F5MCTUkIQQCgeDQAoQWwMEEE0Ig/BICAULvJZQApjfjXmTZVrN6712a3x+zZ07n67enO0n7eR4/lnS7s7Nzs7vvznzn+zq+IblSP3c4OzOcGTlnmI08hvPiHuePue5U6/3NRGzCaPYX5rNch6TY4WFh9HZ7NyCzdf24uo036Ovq0W2FL0BtQz0RUfplUvAmjtrc8vOJU1KprdcvfY09pJR8veUHJuQcOWtw2IdtmubDlq5vDl9HONtXw0dEEBIXxb59+5gxQ7/ZD2u0tLTQ0d1FeOTg6Hv2sNW+I0fFUF1fR3d3N8EevnQP6RGy5557jpdeeom/b9hIZHQ0CUkTreq6HM29D7SOxNrxrP3N1tx3eEwUZRXum9WZtHdXXnY566/4nQ7nmw/kACHATuAG1PTZs8B67bNQ7f984HHgPW7nfuA97Xd75Zrvax9736X5Z4/ddg9FRYVunOuRHCgqIDbRfUG/Zd0s/duuPm4tp0zK4tRJWVxx1Glcfdxaq+dnqUO78t7bnOpnpuN0dXbx5H0bOTtzEZtef+cIrUV8YgL7C/N18TkKCwujz8veUs5oR3zl89bd1UWYkyauzlDTUEfESPtO6f6Coza3/PzX9902YAFZRUUFtW3NxI/rP5VcUVxCV1cXT923kQO79rDj6+8o2KtvDl9HOJP708TYKSl8u8W5tIOeUFlZSURsjMMVlpb3nZ3ffK/rM1ePZ7itfhkYGEhY9EhdZqWGtIYMYPv27bz27afMO3alzW1c1Sx4WxNg7XiA03UoKyiiL7+SX136c7eOb9LedYg+dhfne5zH0jzHXUxcHA01tYdz3Fk7L9Pf/nXvg/z0pmttnqsn+fYc5Q596k9/IfeL79mfl+f2eYN6o77lnruYecpRjIga6XY59vzb6qpqOO58pQd5/qHHiImP59GPX3fYJq70M2fb+pMnX+S236wjJibG7XMFyM3N5dmP3mXBSWs8Kmcw0t3ZxZdPv8qGO/+om1XArffeTeaJK4mMHhhx9UDS3dXNF/9+hQd0bC9bvPPfd9neUM7MxfP7/d3XOWVdrUd3ZxefP/Mqf7zxFiIivDeV/eWXX/LRwZ3MWbHY7nau5Hh2B29/Pz98+CmnzlvqlOZ42GrIAGpqawgZaX+41FXNgrc1AdaO50odImOiqfQgv5ZJeyel5JjzztTNQ60wV9NWmOW4szyv83fuYd/2Xfzr3gcB+Ne9D7Jv+y6r6TA8ybfnKHfoilNOoFCHlUjNzc20dXV6PDphz7+twczzrqe7h4aaWqfaxJV+5mxbj4iPpby83KNzBRg5ciTd7R0elzMYaW9tJSba8aiCs/T09NDY3DRoRshcJTgkGAIDvL7Ssq+vj2+2/kDStMlHfObrnLKu1iM4NISR48eya9cur9anqLSUqDjHhr2u5Hh2B29/PxGx0ZSUlXpczpAPyCqqq4l04IHirMfXQOULtHY8V+owImokDU2NbvsYZWVl8cgjj9DW1sZHL72hm4eatRx3luf17MxMps2ewU9vuhaAn950LdNmz7Aq1PQk356j3KFfvvsBE5M9Xy1YVlbGiNGxHj9c7fm3xZh53gUFBxETH+dUm7jSz5xt64i4GA6Vej6lHxUVRWeL75JG+5K2llZidBzJamhoIDRyhK42Gv5GWFSkbuactigqKqIrWBAdF3vEZ/6QU9bVeiSmTeLbrT94tT6HykuIcUI/60qOZ3fw9vcTEx9HkRGQOaaytsbhML2rmgVvawKsHc+VOgQGBhIUHkZDQ4Nbxzflsdxw1z18979NunmoWctxZ+9cAbvn6s73Ym8f88+2ff41P7vsMo/OG6CispKwUe5PVVqrm3m91z28nsjoKJ554BGefeAREpImEhkd5VSbuNLPnG3r6NGxFOtwY4qMjET09tLdNTArwfyJlsYmxsbpt+Corq6O0KihOTpmImRkBHV13tWR/bB9K3GTrVs36P2McJQg2xau1CMxZSL55SVuPycc0dvbS3l1lcOk4uBajmd38PYzfNToOIpLSzzWzw7ZVZb5+fmcd955/PDDD6RkTOWGv20gIenIPHsVxSVsuOoG8vfuY8LkSXR1dvGro04lODiYnu5uJkxJBQkl+QWkZkxj3cPrD5djvq/lZ56QkDTB6vy2K3PeoZERNDU1uZULLzU1lW+//ZZ1f7iFRT851W66H2fawNb5mLB1rvsefJQNNpYwO9v21razVRfzepYXHaJnv+dLmUvKy/ol1T1cnz25BAUH093dzeTMdId9x1YbJiRN4C/vveRW3ayVaUvs6ug7NBEdF8uBH/a6VR9zhBCMiR9Nc0MDsWNGH66b+Xd58U3X8NS9G3W//nxNa0MTickZupVXU1NDyCBZYekuoVEjqfJApuGInp4evt++jblnHmf1c2euD1P/Pbg7l76+XmSfJCwinFufeJiZC/tr0qY99BifnXmyzXucrfufqR6mz69Yc5rNayMwMJCYpHHs2LmD5cuWe9A61qmpqSEkcoRTdj/W2s/8d5Mo35Vr3d4zwp3y7BEWEUGPkDQ3NxMV5f7o9pAdITvvvPM444wzuOy3V7P0pGPZcNUNVrfbcNUNLD7haJ7b/jktDY20NDYxKWMqM3KySUmfevhvz23/nMUnHN2vHPN9LT/zNUERYTQ2NnpURl9fH8LBNIc328Cen4yzx3W3fiJA0Nvnue1CSWU50fE/TnGY6pOSrvrYpIypftV3PP0+I6OjqGtqpEuHFZIJo8fQXN9gs253XXqV315/ntDV1Ep8vH4jZBXVVYyI9nyU1p8ZOSqK8ip93NKtcfDgQQKiR3ikwzP136DgIMZPSmHyjAxm5GRz16VX2d3enWePs9fxuKmT+G7bVrfPyR6VlZW6OfS7c1/ypP3cISI2hkoPHfuHbEC2bds2LrzwQiKiRnLSxefaFPGZi/3qa2ppqKntJz43/c2RCNyXQk5rhIwI93gouq+vj4AA+9onX7WBs8d1t34BIoC+Xs/yvUkpqayuYqTZikNfm0c6wtPvMyAggLCoSGpqajyuS1LiOBprfpyG8rbw119oq2tg7NixupVXWlXRb5R2KDJyVAxlXgzItu7cQfwkz0ZfTf23s72DO/79KEV5B/oZX5sSZJ+cMhvg8OKmmY896fKzx9nreMz4cZTVVXtluresvJwwnQIyby7g0uveETYqyuMFTUM2IMvKyuJvf/sbBAbYFfGZi/1GxccREx/XT3xu+psjEbgvhZzWCI0Ip7G52aMy+vp6HY6Q+aoNnD2uu/UTAQH0epiAt6mpCRESrFaBWdRnIMwj3dGh6PF9ho7UR2A9LnEcHfVNNuumt/DXH+js6IDuXkaN0i+AKqusIGpUjG7l+SNRo2KorKn2StLsnp4efti1Q8lXPMDUf0PDw/jDRb8ieeoUNl53K2FaQmxTguy3CrcDHF7ctPPyS1x+9jh7HQcEBBCTPJ6du3Z6dG7WKC4vJcbKAgh38OYCLr3uHSNjYyjxwP8ThnBA9txzz/HWW2+x8ba7bIr4KopLaG1u4cl7H2RtxkIa6xoIDQ/rJz6PjIm2KZL2RChYUVzC1cevVcnOU2ZzVnoOZ7iQjNa8HGuGd+EjImhsaXKwt+eYJwt/av1GDuzeOyDmuaa2P3fWUp5/6DHy9+RaPe7h70jb7qC2nSPjQT0sB+rq6gi38B4z1acwV/Uxb5pHTnvoMZf30UP8GhIVQW1trcv7WZKQkEBrTf1hoay3hb/ewFVDyvrqGiaOG6eb5UVbWxvtnZ1DwindHkHBwQSFh3llpWVBQQFB0SNoqqv3yFzU1H97unsoLSjk4K697Pp28+GE2La2t/Xs2fT6O5yduYgn79tIV2d/E9h+ydpff4fW5pbD5tFXH7+237aJU5LZvGO7i63imNLKin5yDWcwXS+nawnaTc/Ei2+6xmZbuLOPq/c5Z67j6LhRHKrwbEHTkDaG3bJlC29t/Yq5a6wLFi1NNd979iVix4wesESwdVXVHHf+Wv77zEu0t7YxLmXiYcNUZ+tgy/Cu8lAp7XuLuOoXl7tdx6tv+h1HXXa+3eXygyWhrqvGgzXlldRv2cdvr/i123XbsmULb275knlHr3C7DE84OWX24bftgWT/jt1M7All7elneFSOyVR3xsmrB62hqauGlLu+/YHZUQmccNzxuhy/uLiYv730DEvOOkmX8vyZ797+H+cfdQLp6em6lvvK669xsK+Ff975pwEzf3UmQbYr9z57z7m+vj42Pfkid1x3o0eCdHM6Ozu5/q4/sPpn57pkt2LPRNyRwbUr+7iKM22tDIpfZsMdf7R7zn5pDCuECBRCbBVCvK39HiuE+FAIsV/73+Mx+7a2NgLDQmx+bmmqWT+ACcfz9+6jXjt2Y20dne3t/QxTXSnH2lx4SFgYzS2uJY92B19rotzVkjnSH+nxolLf0EDIiIFN6GypQzH97O4yencYMTKSOh2SPQshSEuZRE2597RB3sZVrUpbdT0pSdatFdyhqqqKcAc+jEOF0JhIKquqdC1TSsmW3TuZMDllQPWyziTIduXeZ+85FxAQQNSEBHJzc3Wrf21tLWFRkS5739kzEddzH1dxpq2DQ4IJCA3xaDGdL6csfwOYr4+/EfhISpkGfKT97hHtHe0E2llya2mqOSo+bkA1UKO0Y0fHxRIaHt7PMNWVcqzNhQeHBNPR6aHTuXDcPfwloa6rWjJn9EcBHk4b1TU2EO4gS4TeWOpQTD87c4PXi/DISGp18jZKS0mlvlzfh+xA4opWRUpJS1UNEydO1O34peXlRIyK1q08f2bkqBhKyj23qjGnrKyMrgDJyJhov9MMu3Lvc/ScG5Myge17d+tWt9raWsLcWNlrz0Rcz33crZejtg6LivRIruGTgEwIMQE4EfiH2Z9PBZ7Sfn4KOM3T47S1dxASanuEzNJUMzImekATwUbGRPPsA49QW1FJd1cnB3bt5cn7NtLa0mIzQbS1cqzNhYeEhtLR4VlAFiAE0oFI1h1NlLO6GmcSzq57eD0fvvAaazMW8uS9D1K47wA7v/neZj1N7XTlvbcd1r49/9BjXHzTNf22l319Hut46hrqCR/gETJHONP2hzUZU+ZxaqrSOJ6dubBfu9orJyIygobGBl3qm5qaSkuF9RWbniQM1iPZsDPYuj6tHb++uob4qFGMHKmfRUVJZblTqWv8EVe/o+j4WEoq9A3I9h/YT9QElUjcWd3R4XprmqbT3dAG28K8Tbo6u9j0+jsO6+PMc25s0gT25R+gp6fH4zoCVJt537nyPdozEbdVlknHfGDHHjZ/8jkHdu6xek935d5nuY297958nycf+hvbt7svE/GJhkwI8TJwLzASWCelPEkI0SCljDHbpl5KafdO4khD9txLL1E1QpI6XV9NgTcwn6P+1epTAeFUgmhb9PX18dHjz/LQPX9yO7C49pYbWX7JWqeM/VxBb93X2ZkLmZGTzTUP3MXG625l17ebeXHPNx7VQQ8N3vq/PEjColmHjU0HGms6FGfa3rTNcxsfZfS4RELDwxg1Or5fu9orR0rJ/x5/lj/feQ9BQZ55T/f19XHT3bcz98zjibAQpnuSMNjXyaCtHf/nt11PWlA0p51yim7H+f0f72TWqWsGZR5LV7+j7q5uPn/qJR648x7d0kT95e+PEpo+kXEpzqdR86au1pv99stX3uGy084hNdWz1aQA/3nxRaojIXV6uq51tlYW4FR7u3Lvc6Wu5vv8654H2f/tVvL22Z4u9SsNmRDiJKBKSulWEi0hxGVCiM1CiM3V1fadmXt7uwkIDHTnMAOONT80T7QKAQEBSDzTQgUEBCL79A/Y9dZ9dbS1c80DdxEVO6qfr48ndZBSEuDElK09WlpbCQ0L86gMT7A2TelM2zvyS3JUjhCCoNAQ2tsdfw+OCAgIIGNyGpVW3mY90fT42kPQ2vEbyiqZOmWKbsdoa2ujtaN90K6wdPU7Cg4JJjAsVLeVll1dXRSUFDNmfKJL+3lTV+vNfhs9fix5+/N0KaumoZYR2gpzPetsrSxn29uVe5+7fmdHn3M6Bfn5bp+fL6YslwCnCCEKgeeB1UKIZ4BKIUQigPa/VeGIlPJxKWW2lDJ79Gj7Iw/dvb0EBA4OZw9rfmieahVEQIDbCcYBggID6dPBrd4SvXVfYRHhbLzuVprq6vv5+nhSh77eXoI8COallLS0thLiw4DMGs60vSO/JGfKCQ4Lo61Nn+TgM6ZlUHvoSMNFTzQ9vtYDWR5/UvpUWitrdRmdMFFdXU34qCjdLDQGGne+o/BR0VTpJOw/dOgQYbHRLs8QeFNX681+Gz8+gdyCg7qUVVNXdzgg07PO1spytr1dufe563f29fsfkThunNvnN+DRipTyJinlBCllCnAu8LGU8gLgTeBibbOLgTc8PVZPTw8BAYHK8+u4tTZ9WAZKT2J+vMMeZJOyuPq4tf08U+x5n9kr0/IcAjwMyAICA+jzwgiZs1oMZ3ynKopLiE9MYPMnn3PB3JXs+Po7m74+rtShr096NO3R09NDT18vQcH6p4v1pL860/YnX3o+T63fSGd7ByUHCw77JV15720/6le6utj0mm39SlBYiG4BWVpaGk2llUeYfnrimebIx8nbWNb9oht+Q+qEJMJ0DOCrq6vdElb7Cst+bc9HyhZhMZE4mjlxloKiQiLHup4L2FldrTvXsSs6NnvPPGvEjR1LcWkp3d3dzp+sFQ4cOMDjf3mEi+av5urj1tLW0spT921kbeYiNr32jsN2sOcRae38HbW3qfyDe3J5/qHHOG/W0n7PD9Oxrj5+rfIlvW8jZ2cuYtPrR9bVGuZ12vLplxx32slut51PfciEECv5UUMWB7wIJAHFwFoppd18Do40ZP/31L/omRjHxt/+3q4Py0DrScw9yFR9XiZ2TLxHx7R2DseffBL3/f4Pbt/kb733bqaftOrwm44/4q3vrnj/QSIqW/jp+Re6tX9rayu33H8Pq396jsd1scTb/dWWJs+V43739v+4YM2JTJumzxv8fRsfYEzOTEaPS9ClPPC9jsycrZu+ZMWkTFYs18+z7u1332F3ew2Z2XN0K9Ob6PF9HNy1l4T2AM49a63H9fnbP/+PgNSxjE9N8bgsa3iz/7nrsfnVy+9w+Vk/ITnZfeuV+fPnExYTxW8evodfrT4NkDz68RtO67YceUS6ir121lu7LaXkw78/y8a77yXQxgyLX2nIzJFSbpJSnqT9XCulPEpKmab973FyrcDAQKTsc+jDMtB6EnMPslN/dgENOvifWTsHKT0b5QkOCvJohG0g8NZ319vTS0iQ+4sZOjs7CfRQ0G4Lb/dXW5o8V44bEBSoS4JxE3Onz6K8oEi38sD3OjITUkoaD1WQmZGpa7mllRVE6ZiCydvo8X1ExY6itNKz9DWgvpOi0kPEjh3jcVm28Gb/c9djMzwuhrIyz1aq7tixg+xliwkND6ehppZ6B3pob+eodTanpR7abSEEIeGhtLa65wE6OARWbhIQEIDs63PowzLQehJzD7I3/vkMMTr4n1k7BymlR/qRoKBgenv8OyDz1nfX19tLsAfTjV1dXQR6YboSvN9fbWnyXDluYEgwnZ2dutUpMyODhmLPEvda4msdmYmG6lqiQyOIj4/XtdyK6iqiBpEHmR7fR9SoaCqrqzw2dm5sbKRb9nnVtsab/c9dj82R8aMoLvNs6j4jI4MdP2yhs72dmPg4RjnQQ3s7R62zOS310m4Hh4e5HZAN6dRJz77wPLXRQYSPiOCey66lcN9+BJCcnsbNf3+QhKQJVBSX2PzMXSqKS9hw1Q3k791HasY0Lr7pGp66dyP5e/cxYfIkuju7KC0oBAkISJk2lZsf9+yYO7/5nrsuvYqOtnbCIsK55Z8PU7E9l4f+uN6tUbL8/HxWrl5FeVk5qZnTWPfweo/q5yqWbWiay3fmb+b1tFaOM+exf/suUol024KgtLSUvz7/bxafdaJb+9vD3XNyFsu+dOsTDzNz4XyXjrvt0685ZloWOTk5utRJSsmt995NxvHLiYrVZ9TH2+3oLLu+/p5Z0YmcePwJupXZ29vLb2+7mVWXnuNwpNZb7eBquXrUQ0rJx0+8wD033kJEhPvBVG5uLs/8721yTj7G6X0c3bMmTJ4EEkryC454Ltg7X7vPk9RJIKDkYEH/nw8/Z4r6PdcO12dPLkHBwXR3dzM5M/3wsWsrKqn8dhc3XH2t22334Ycfcskvfk5VeXm/Otk6Z/M2Ss2YxsmXns8jN915xP3HHSqKS7jnl9dSlLsfCaRMS+Pmx39sh4N7cgkODqanu1sljzf7fpx5vljjm9fe47LTz7E57WtvynJIB2SvvP4aRYEdpM2abnMbb8zj25sT12Oe2pljfvnOB5x0yin8+a573CovJyeHhAnjOPaKi/n+o8/8wqcJ8MgjxpX23vvDNmaEx3OCmw/JoqIiHn/1eRaeoU9OwsHG9s+/YdWk6SxZskS3Mt946y1yO2rJXDBXtzL9gc+ff4OrfnKJrg799fX13P3IRlZeeKbDbb2lZfKVRu/Ll97mqvMuZvz48W6X8cUXX/BJwR6yli90eh9H9yx37/32nyenYdJouaLXsuXZ1d3ZxZdPv8qGO//o9uzKjh07ePWbTcw7dqVTbaSHF5gtbJXlrhemM3X57q0PuejYU0hLS7P6ud9qyLxNeGgo3Q50LN6Yx7c3J67HPLUzxyzYm0eonSwFjti2bRur16whMCjIb3yaPPWIceU8ert7CAkJdbv+vb29iEFiueINRIDQXX84a8YM6opKdS3T1zTV1RPSCxMm6DsyV19fT5iTabu8pWXylUYvNDLCYy+yyppqIqJc829zdM9y995v73lirtFyRa9ly7MrODQEGRhAS0uLS+duTldXFwFB1gXt3vICs4Wtstz1wnSmLp7oZ4f0EyM8LJzuLvtLeL0xj29vTlyveWpHx0yeNoXwUPeX0GdlZfHlZ5/T3tLqFz5N5n4z7nrEuHIefb29hIa4H9BKKWGQ+j/pghBH2FR4SnJyMgEd3bQ0Nulari85tD+f+TOzdPcKa2pqIijCuevfW1omX2n0gkaE09zc7FEZlbU1RMa4pr9zdM9y995v73lirtFyRa9lz7MrLDqSujr319T19fWBDZmMt7zAbGGrLHe9MJ2qiwf3viE9Zfn999/z393fM2fVUpvb2Jufd3ce2VqZ/3fHn7R5bElIaCi9vb395u49xfKYl/7+OkJrWrnmV1e6VV5+fj7HHHMMhUVFTJ7ufD310qM4qyFzVLaj79eWXsFTDdTBgwf517uvkXOK8xoUZ/G0jS11k+NSkwkOCTms87BWnjPXifk+O776jiWJU1i5cqVOZ6147Y03yOtpJDM7S9dyfcXnL7zBledc5JHNgDU+++wzPjuUy+yl/afc9LiunO1/el3D1so8sHsvsq8P2SeP0Bnt2byVGRGjPdLk3fPn+5m4IpuYeOd9yPTWkJnKM+mcuru6CQwKosssR/H41BSCQ0OO0JDZu47v+eW1FObuB+3Zn5IxtZ9uevN7n7B2yVHMmDHDrbaz99x1pu+Yb2PZZu72F8vjOduHbelp7eGo/YathmzPnj08/+kHzD9htdNl6qVdcqZcb+opDh3IJ6y8iUsvuMjtMpzR4FniT95O1rCs31PrNzJvxdIjPLe2/O8zTp6zmLlz3dMreTMg87SNLT2Knn/oMWLi43T1CvJWQJafn8/fX32OpWvdN1/0F5rqG9jzzibuuukW3XIvmnjjrbfI62kkfe6sfn/X4/r0ZQ5RyzyrIWGhxI4Z3S/PasHePGIburjg3J+4dF7m3HjXH5h31vGEebAwwBGO2sLaNRcZHeWxf6Wj427b9BXHpM9x+2V08+bNvLvzO+astj0QolddvY07x9/83485e9nRTJ9u/bk5bDVkI0aMoMfsbcIZ9NIuOVOuN+loayc60jND17DQUHpcdG32F28nW1jWT/ZJq55bfT29hHgwZQmoVbRewNM2tvQo6unu8blXkLOkpKQQ2NFDc0PjgBzPmxzKO0jO7Lm6B2MALW2tVlOI+fpepkffPfGiH/OsFu8/eESe1dDwMJo9yBLR19dHW3u719OeOWoLa9ecHv6Vjo4bGBpCswcassDAQKROcgVfP0/cOb4n/p9DOiCLjo6mq9W1BMd6aZecKdebtDe3EBvjmT1AeGgYPQ40eJb4i7eTLSzrJwKEVc+tvp4eQkPdF/UHBAQgpb4aKhOetrGlR1FQcJD+XkFS2nSq9oSAgAAWzJrDoTx9cu75krqCErJmzXK8oRu0trcRYmVRj6/vZXr03Xf+/WOe1aS0yUfkWQ0JDaWt3f2ArKuri4DAQK8EyuY4agtr15we/pWOjhscGkJbu2vPTXNCQ0Pp6+pxe39zfP08cef4vV3dbmfHGdIBWVRUFN3tHS6t9rKXK8udnHn2yvUm3S3txHro0h0eHk5vt2sr5Qb6PF3Fsn6/ffAedn27mQvmrmTXt5sP58Hs6/IsINPzLdEST9t43cPriYyO4pkHHuHZBx5hbNIEImOi7ZbnTF5Rc/p6vROQAcyZPZvagkNeKXugaKipJaxP6Gp1YU5bezvBVvqvr+9levTdr979kO7ubkoLCsnfndvvugUICQ2hrd21mRFzenp6CPBS3zXHUVtYu+YiY6J59oFHeOaBR4iMjvLK9xcYGEBPr/sBVVhYGL0e5sM04evniTvH9yQg846VuJ8QEBBATFQ07S2tREZHObVPQtIENrzx7GHR3xVrTtNF6Goq13z7daeeb3V7T0Szpu26WtuIiYlx6pxtod50XFu+m5A0gXUPrz9crw1X3eBW/W1tZ0/k6Ux5lt8DwIpTjxT/9nR3ezRlGRgYiOz1TkBm7Rxc3f/mxx883FYjIiMd9m9rx7RbB9nntRGGpKQkwnoFjbV1RMfFOr2fvxigAhzKy2fhnHm6r6400dndRaAV6wHz79Hd9vCk/zna19X7qLV9rrj3Vrq63U/b5YpljauLXcyx1xa22uEv/32p3+dXHHWqVYNXezj6DgICA+nucD+gCg8Pp6fTdvu7Itq3VVdbhq96Gzu7c710d3YZI2S2GBMX75beZMNVNyjx6PbPWXzC0Wy46oYB297Zsuxt197YQmys8w8ra4SGhtLX7fqbkh71t7VdS0MjLY1NHrWbM3jylgMQFBREn5cCMj3Qs62sIXt6CQ52PxeoPYQQ5GTNdXna0lvn7Gq5UkrqCg6RNWu2Lse3Rm9vH0LYv717uw+4gzt1stzn4RvuoLfPfQ88V1LOWR77rkuv0qVNHbWD6fOU9KnMyMlmUsZU3b5DIQSeDO6PHDmSzlbbU8bO3s/tseGqG2hpaOT8667kguuupKWxyev915m+2dfXR3dbOyNHuqffHvIB2YSxiTTWum4S6KqYT8/tPTWt62xvJ0hCZGSki2fdn7CwMHrd0ALobbrnrLmingLQHg/ecgCCg4Pp7dFHR+ENvC2W1WVRhB1mz5xFbf4hl3IW+osBal1VNVFBYSQmJupyfGv09fUSEGA/qPC1YFqvOlnuU5S736Nclq6MbntrsYuzgn9bBq+e0NvbS4gHeXhHjBgBPb02PUD1MsvVY4GDKzjTN9tbWomKHEmQg3RlthjyAdm4hATa3Bghc1XMp+f2nprWNdbWM25sgsfTISogc33oX2/TPWfNFfUSgPb19SljWA80ZCEhIW6NLg4U3hbL9nlxhAxg/PjxjAwKpaG61ul9/MUAtcTL05XO4mvBtF51stwnJd16yhpnCQoKclp37PJiFydxVvBvz+DVXXp7egkOcv/aFUIQGxNLmw1zXr3McvVY4OAKzvTNNg8X0w1pHzKAwsJCHn/teRad4ZpJoKvaAEfzy/3mzVMn0dPdTcnBAvWhEKSkp/GLP1yvjmFK/NrVRXBIiFV9gKW55/jUFIKCgynJL2BcShLrfvNbrrriCpfO2ZItW7Zw4qmnUFNV5ZJprrW/2dKGOaMDMG+7sRPHU11aQVdHxxFGfZ7oOczpbG/n+xfeYf0f7nS77bq6uvjdnbex5hfueyG5gx76Qz2O8+0b73PpSWeSmpqqy3lZ4/0P3mdzTTGzljjnl+QPGjIpJZuefoUbLruSsWPHenxsW2z460PEz88kLqH/MSzvQ46MRAcad4w4Ldv/V/fcSv3OA9xxw81u1SEvL48ly5ZSW11jNSG1vXudu/ccR+dk83likSTc1vFdMend/d0W5sSM49ij3fdQ/OfTT9GRGEVS2uQjzsvWc8uV5+rOb77njkt+fdgkd+zE8YRHjnDYlz0xnbXVhubnk5iSxPXXreM3V/7aZjnD1hgWoKOjgxv/eAerLj3HI5GxXoaGJ170Y0LYmNFxxMTF0VBTy9KTjj3CbNOe+aY9o86/33YvZbv3s3v3brfPF2D+/PmERY/kN3+912Z9wDPTXFfb1ZXt3f3Omurqyf/oW25dd73T52GJlJLf/P5GVv/8XK+tNrTGQBkpOjrOly+9zdU/uYRx48bpfmwTFRUVbPjnYyw//3SfjzY5S015JeVfbeOma9d5tc4P/99jhGckM3Zi/wTbvjbadIQe9auvrqXk8y3cfO11btUhJyeHvbm5nHTpTwgMCjpswAqeG4R7G1eSaYP189n22desmTKLRYsWuV2PDz/6H99XFTFzcf9gWq/7vatG1dbKczfZu2V55ibbbz7xLBMSEu0+e4etMSyoabfYqBia6xs8KkcvQ0PzJLCFudr8/779VvUH9vQI9rQLs7Jmc+DAAY/OF2DHjh3MmDOboJAQm/XRs1301uq5W7fOjk5GeOjQLYQgIjyM7s5Oj8pxlYHSBTk6jqcaPGcYO3Ys0SHh1FVVe/U4elJ6oICcAZiuDAsJtarh8UfdmDl61K+nq4swD+QG27Zto7WlhTVnn95Pn+TvbQeuJdO2tW1ve6fSgXnAuIREOhqOzDmr1/3eXe2eHvo1y/LMTbZbGho9evYO+YAMIHViErUVVZ6VoZOhoXkS2JR0bf5/WppV/YE9PYIt7UJbczPfffQ5s2d7voIrKyuLfTt30VTXYLM+eraL3lo9d+vW2dbOSA9vSAARYeF0dQxsQDZQuiBHx+nt8n5AZlptWbo/36vH0Qu1urKEmdPdyxHoCrHRMbS3th7xd3/UjZmjR/3a29oYFe1aYnBzsrKyiIqO4q0nnu2nT/L3tgPXkmnb2ranw/OALDExkdaa+iMWV+h1v3dXu6eHfs2yPJPJ9uv/eJqIyBHM8sDsechPWQJ8/fXXfJi71e3cWpbz3snpaf2SsTpbhk0NGRASFkZPj/K+6unuJjUznWWnHM8/777/cAqehOQJ3Pn0361qAg5rB/bsI3FcIps+/sRj/U5+fj4rVq2ioryc1Ex9Eq/baxdnfMVcOZ67eoEDO/cwoTuEtaef4UpzHcGf//ZXYrLSGD3e+mo6b2ia3C3T1f3sbd/b28vH/3iOh/643usjQYNp2rK6rILKb3Zw07XrvH6sjz/5hK8rDjJr8YJ+f7d1LwPbSbD11pY5uuY99ZfK3bKDacExnHLSSW7VLz8/n1WrV1NcXAQIuxoyb2nu3NHSgWvJtG2dz6dPv8Lvr7yGUR4Yi0spueWeu5hx8up+HqDO1u/H51muVZ81y+dpd3cXpflFDp/Pls+E7s4uSgsK1TNWQMq0qZz5q5/yyE13OtX25tcTQEJiAl9+/oXdZ++w1pABlJWV8dDT/2Tpuae6dRxv6C6sacoskzufnbmQwMAgTr70fPZt3cHOr78jNTPd7rH3fL+V6RHxnHTCiR7Vz8Tf/vl/BKWNIzHZO47i9tCz3V0pa9e3P5AdO4Gj1xztSfX559NP0TUuhglTJnlcJ2+jZ13aW9vY+up73HvL7fpW0gpSSu7e8CeSVmYTO2a014/nCds//4aFiZNZc9RRXj/Wli1beGvrV8xds/yIzxzpifTQ1tjD1aTarh5/22dfszIlk2XLlrldx48/+YSvyw84vWBEb87OXMiMnGyueeAuNl53a7/k6d6kt6eHT554gQfvutdjY+enn/sPddFBpE5Pd7itu5owa/u6muy+rqq6X8L22spK5q1Y6nLb527ZwZSAkZx+qv04Y1hryAASEhLobeuk08VE4ya8oR2wpimzLL+jrZ3Ojg7OvPwSrtt4Dz3dPQ6P3VJZS2qK9QDAHaIjR9Jhx+TPm+jZ7q6U1d3eyUgPE7MDREWOpMNOTjh/0qToWZeOtnZGjvC8/ZxBCMGC2VmU7i9wvLEPkVJSX1jKzBnen64EiIuLo6PRuu2AIz2RHtoaezjrseXu8buaWomPj/eojvFxcXQ1++a+B+oauuaBu4iKHXVE8nRv0tLYRFxMrC5ZNqamTqa+rNKpbT3xc/Okv1jzM5N90q22b6qoZoqHs1LDIiALCAhgSnIK1SXlbu3vDe2ANU2ZZflhEeGEhoXxymNP8sA1NxMUHGT32H19fTRX1pCUlORx/UzY0qIMBHq2uytl9bR1uO20bM6oqCi7waw/aVL0rEtHWxvROrSfs8yYPoP6otIBO5471FfXEBMawZgxYwbkeGPGjKGtrtGqQaojPZEe2hp7OOux5e7x2+obPbYUGTt2LG11DR6V4QlhEeFsvO5Wmurqj0ie7k0aamqZqNPK6LS0NJpKK50y6fXEz82T/mLNz0wECJfbvrenh5byaiZPnuxwW3sMi4AMYPrUdKpLyqx+ZsorecbUbNadej4VxSX9PvdGglPzMiOjow4nd970+jt0dXZxxtRs4hLG0tXZyfMPPcbWz75CBARwcE+u1ToC1FVWkxgX77FDvzmjYmLoanNuZNFRO7q6r3kbmbeLtbL1/A572juIinIu96k9oqOi6bLzduXs+XnSrs6y7uH1bHr9Hc7OXMST922kq7PL7eO0NbcQG+1ZYntXGDduHOEE0lhbN2DHdJXSA4XMnzV7wHRu4eHhjIwYQWvTkaNk6x5ez4cvvsbajIU8ee+D7N+xmwO79vD8Q49x3qylRMZEExkd5dR1Z4kzfdXppNqzlvL8Q4/ZvedZ0t3Zhezs9jiPb3x8PL1tHVZXqlYUl3D1cWs5ZVIWp6TM5qz0HM5Im8fVx63l6uPX6nKd3vrEw+z6djMXzF15RPJ0PbD1PTXW1JEyXh95SmxsLHEjo6mrtL6g7nAd0uZRuO8AT977IGszF7HptXe49YmHj+gjtursabJ7y4Ttv33wHpfbvqq0nORx44nwcHX+sAnIpkyeTFOZ9Y7hKEeVKcHoq3mb2fDGs7oIOc3L/Mt7L/GX/77Eq3mbCQkJYeXpJ/Lc9s85+pzTmZQxlTcLtzN19gzO/+2VPL/jC5t5tCqLS5gx1fF8vSuMHDmSHicDMk9y41nb17yNzNvFXm43Pb7DLg9ykZkTFRVFT5vtVZbOnt9A5BxMSJpASEgIF994DS/t+ZqVp5/o9nHaW9uIGxWjbwXtIIRg3ozZlB4sHLBjukp9USnTM6cP6DFTJky0+jBMSJpAbXkl2auWkTojnfGpKQSHhHDuby4nNTOdv/z3Jf7y3pH3I71y+jq6Fk2fp2amc+5vLrd7z7OktqqKpPHjPZ5yCwwMZNzYBBqqa474bMNVN9DS2MQF111JXMJYgoKDSEmfSktjEy0NjbpcpzMXzufFPd/wZuF2XtzzjVOCflew9T211zYyTseUXnMyZ1BeUGy3DinpU5m1aD5TZmVyyY3XEBIawsyF84/oI7bq7Mnz2ZSw/Y2CbbxZsI2/vPcSK049weW2ryw8xJxMz+UIwyYgS0hIILhX0tLouTeKN3HFR8aSprIqpk7xLG2IJdHR0XS1OjeH7ulcvie6Er2+w76+Prrb9ZmyHDlyJN1O6g/s1d9fvMWcpbutnZgo920H3GHm9Ok0HHJPkuBtmhsaCemFCRMG1gV/WuoU6sqtv4SaNErFeQe549+P0tneoct15Svdp4makgrSJ01x+5jmpCWnUlNxpAbK3HuqsbaOjvZ2Cvftt6kF9kestW1fXx8t1XW69tOZ02dQV1BiddrSVAdn83H603PanL6+PuoLS8nMyPS4rGETkAkhmJ0+nfLCI6P1waDlcVTHzo4OOuubSElJ0bU+0dHRdLY4pyHzdC7fE12JXt+hKTmsHu76MTExdDR73nb+4i3mLF3NbR5PGblKcnIyvU1ttPtoAYo9Sg8WMWf6jAG35ZiUkkJL5ZEjPPCjRilp6mT+cNGvCA0P0+W68pXu00RLVQ2pk/RZ1DR50iSaK45sP3Pvqei4WMLCw0mZlmZTC+yPWGvbxpo6RkeP8tiDzJwJEyYQGRhiNeesqQ7O5uP0p+e0OdWl5STGxDF6tOervIdNQAYwMyOTOitv0a7MQbuq5zFtf3raPM7OXMgZafPs7metLhXFJXR1dfHUfRtZm7mQ/zz4N/ItdBXlhYeYPmWq7gmdIyMj6evuoaf7SC2FM3W3xBUdgLlWI2/7LnX+GQt5/qHHuPima/qV2dXZxZP3beTszEVsev0dt7/D1qZm4jxIDmtOeHg4wSLAqdW99trOHY2Eo37qiWbPUdmdLa0eeRi5Q2BgILPSp1OaXzigx3WG+kOlzMwY2OlKUOactYfK+e0p5x3xXZk0Svm7ciktKKSnu9u+nsvJvmdre3d0kK4eu6e7m7aaBt0WNSUlJdFSWXvE6M66h9cTGR3FMw88Qm1FJT3dPRTm5vXTAjtz/7OlORsozahl21aXlTMt1TNRuiVCCHJmz+HQ/oM261CYm8eubzdTsDfP7vesl5bbsn13fvM9Vx+/llMnZXHKpCyuPm6tS21empdPzpy5btXFkmHhQ2aio6ODm++5k6UXnklwiHuBi7u5uL545/1+eStd9Upx5BG0+f1NnDx3MdnZVu1NPOLO+9czec1ComI9f8i6movSlCfsv8+8SHtrO+MmTWTpif3bT898mAV79hHX1Mv555zr8bkCrP/LgyQsmjXgHlmeej3Z+9zeZ1JKPvq//7Dh9rt1fzlwxI4dO3jpy49YcIL3fb6cpaujk6/+8zr33XL7gLcHwOQpk5mxYjEX/u7XPvW6GwjPvdL8Qrr3l3HVZZfrVubdG/7ExBXzdLt+nfGf9JU/4XfvfsTZS9cwc+ZMXcutrKxk/eOPsOKCM3Sx0/AUa55nkdFR/bzIYsfEO9XmPd3dfPbMq9x+7fVEO5kdYtj7kJkICwsjLXkS5UXWRYbO4K6mwjJvpbv6KmseQb09PTSWVDBtmneGcMfGx1vV3rmDq7koTVqNhto6OtvbreoM9NS5tDQ2k6DD0LOJhPjRHudRdQdvavLsfdba1ExU5EifBB9Tpkyhpbya3p6eAT+2LSqKD5GeOsUn7QFwqPgQmbNn+lx3MxD6n8qCQ8yZrm8wMSs9k4oi/UaonPGf9IVWqre3l5aKao+zu1hj7NixTIwbTUXRId3LdgdrnmeWXmTOtvmhAwVkpEx2OhhzxLAKyACyZ2VRle9+x3BXU2GZt9JdfZU1j6DKQ6Wkjp+oixDdGmPjRusWkLmai9Kk1YiJiyU0PNyqzkBPnUtXSytxsXGen6jGuLEJNNc16laes3hTk2fvs6b6BhLHeOYB5S4REREkjxtPVan/iPuri0qZle652NddZs+ezRdvvUdrU7NPdTfe1v/09fXRWFJBRrq+q8zTp06lsbRCt/Kc8Z/0hVaqtryS8aMTdNWPmbNswSJK9rqfdFtPrHmeWXqROdvm5bkHWbpgoW51G3YBWUZGBo0lFQ7fovXyPDFtX7BXzZMX5tqeJ3fmmOYeQaZyyvOLmDfT82TithgTH0+bFddvb+tCLr7pGprq63lmw1+praiiu6vzCJ2BO/qxH/V4yvPGfPvOphZiY2MdnoezjB09xqZjup5YfhcX33SNc15Pbnxu77OmugbGj0nw7snaYXZ6Jrmbt3ldg+MMUkqayqpIS9N35bMrvPDCC5QcLODCeSt181A0YU2LY6vdveHlaE5VaRnjRsUTF6ffyxTApEmT6KxrsqoDdeX8Tdvm78lVaYFmLbXpP9nV1cWm197Rpa2cvUeXFxST5UVblpkzZ9JRWUubjQViFcUlXH38Wk5Jma3+Tcri6uOd13K58ixa9/B6Nr32DmszF/HUfRuJSxxLWEREPy8yZ9q8qa4e0dKh68zUsNKQmXj48ccImjKOCZNTbG7ji3l8d47Z29vLp0+9zB+u/Z3XVrbl5eXx9AdvseDk/rkdvd1GzpSvp35MSskn/3qBu6//vW5vimVlZTz0zBMsPecUXcqzhb/kxdzy8eccP30+CxYscLyxFygtLWX+ohyOveBsn7dFfXUthZ98x22/0983zhW2bt3KK19/TM6JnuVmtcST/IN688P/PuPojLksWbxY97KfeObftMRHMCljar+/u3L+3s7faQtnypVS8tl/XuO6n/6SRB09yCx5/c032dtWw4xFR8qnTDklpYSkqZMpzjuIEBA7ZrRT7aDnc8BZtm76koXjJnPM0ce4tJ+hIbMgJ2suFQcK7W7ji3l8d45ZWVxCSuJ4r9oMxMfH094w8P5tzpSvp36ss72dkIAgj92WzRk9ejQdTc309vbqVqY1/MWjp6O+yeO0NZ6QmJhIVVkFq04/yedtUV50iFnTMnxybHMyMzNpr1QaTD3xJP+gnvR0d9NQVMYsncXoJuZMn0l1wZEyF1fOf6B8FB3V0Vq5jbV1RAaFkJDg3ZHtJYsWUb0v3+q90JRTsrG2jus23kNjbR31Lmi5Btovr7uzi4aCEhbm6DddCcM0IJs+fTpNpRV2rRx8MY/vzjHL9heSk6XPkltbxMTE0NPReUR7ebuNnClfT/1YU10DCaPH6OoXFRwczNjY0TTV1utWpjX8waOnr6+Pdh8HZAEBASSnpPDKY0/43K+oqayK9KlTHW/oZUJDQ5k/M4uCPXm6lutJ/kE9Kc47yIzJaV7T0E6bNo2W8uoj0ii5cv4D5aNoiTPllhwoIHuG99N6jR49mqkTUyjOO9ICw5RTMjoulgeuuZnouFhGuaDlGmi/vPw9+5gzbYYuKfbMGZYB2YgRI0hPmWzXs8hTzYMnPlDnajncLL3GLOnp7qappJwZMzxP2WCPwsJCXn36Oc7OXOSWns5eW9j7zLL8i2+65gi/GEdaKUvs1bmxto6Jifok1jUnadx46rUULN7yGPKWR48r9WtpbCI6ciRhYWFuHVsvHtiwgc0ff+F0W3jjO+nt6aG1qlZ3o2Z3WZKzkMq9B5xK9Owsln3OWv7BgaBsz36WL1ritfIjIiLInJx2xPPC0flffNM1h/tVV2cXm163rQvTw2vQmobN2j3UfJvyokPU5R8ia5b3NMjmHLVsBSU7cvv1Q5MOuKaiktqKSrZ+9hW1FZU01Tc6nce0Xy7eex8kb8cuLc/oAq446jSrumx3c/f29fVRvjuPlUuXut8QNhiWGjKAbdu28fKXH5Fzkr66ChPe8nkyp2jffoJLG/jlT3/mlXMwkZOTQ+qUycw76wR2f7/F5fl2Pc7VtG1dVbVbfjHOsHXTl6xJm81inXUoX375JR8d2MGclUv8RutlC0/qV7A3j5i6Di76yQVerqV96uvruesvD7Dy4rVOvfV74zupOFRCy458rr3i1x6VoxdSSjY8/BDRWWkkJuuTPNofqK2somjT99y67gavelxt27aNl7/6mJwT1zi9z0BrbJ3R8Fnu89mb/+Wiiy7itt/dOCCZJKSU3Lfxz8RnZxzOOWmtnQCX285UznMbH2X0uERCwkOpLCqls6Od53Z84dGzx5zivAP0Hqzk6st/5VYbGBoyK2RmZtJZXU9Hm3dSrXjL58mciv2F5MyZ55X6m7Nt2zYuvuhiOtva3Jpv1ytPo0ln4I5fjDN0NjR7Zbpt4sSJtNc0AP6j9bKFJ/VrrKphcrI+aWs8ISYmhpFhEU77v3njO6k+VMb0NP9I7QLKMX3V4qUU79zr66roSsH2vaxctMTrhqMZGRm0V9a6pMMbaI2tMxo+y32K9h1g0Zx5A5bWSwjBsStWUbBtt8065e/d51bbmfbpbO/gjn8/SnHeQTo7Oujp7tEtR7CUkuLtezlm5Sr3GsABwzYgCwkJYe70WRTmescbxVs+TyY62trorK4nM9P7HkdZWVl8/NFHNFXUuDXfrleeRpPOwB2/GEdIKWmtrfeKsDUxMZH2+kZ6e3r8QutlD0/q11ZdP+AJtK0hhCBzylQqD5U6tb03vpOWilqmTNY3DY2nZGVlIRvaaKyt83VVdKGtuYW2sioWZM/3+rFCQ0OZmzmTon3OPy8GWmPrjIbPfJ+3n3qe0WPHMFentD/OMmvWLAKbO6ivqrF6HqkZ09xqO9M+oeFh/OGiX5E0dTKhYWEEBQfpliO4sqSUKBHCVC9pQ4dtQAaQMy+bGgerLd3FWz5PJgr3HmDejNmEhIR4pf7mPPfcc3z88cc8cMNtfOmGNkSvPI3rHl5PZEy0y34xztDa1ExkWIRXjBGDg4OZkJBIXWW11/2YPMXd+vV0d9NR3+TVZfOuMG3yFBrLq53aVu/vpLurm/baBiZO9K+pwaCgII5asowD23b5uiq6cGDHHpbNyyE8PHxAjpczL5vqA0VOb+/ta90dDZ/5Pp++/i4/u+znxMfH61ovRwQFBXHsilUc2LLT6nmse3i9W21n2qenu5vSgkLyd+XS3d1FQtJE3XIEF2zZxfGrjvLaiOyw1ZCBGhW540/3krp6IaPGqE5ZUVzChqtuIH/vPlIzprHu4fWH57rtfWYLd/ZxtJ+Uki9efJMrzr5wwETDUkpuuvt25pxxHBGR7gctFcUl3HPZtRTu248AktPT+MUfruepeze63EZ6UnKggMBDtVx2yaVeKf+d/77LzpYqpi+Ye/i7Pbgnl+DgYHq6u0nNTD98Q3DUXxz1KXf7nCdUFJfQuruAay6/0qvHcZaGhgbu2LiBVZc4pyPTE39rC3Pa2tq47f57mX/WCR5dx87ial90dvuujk6+fO4Nbv3NdQOWyL6vr48/3PdHph67lJh4fQ1ofcF3733MyXMW+8QzsLOzkz+sv4dZp65hZIzzaYd8cW8zUVtZRf7H3/CH391EYGCg2+UYGjIbCCFYmp1D4d4fl4NvuOoGJQzc/jmLTziaDVfd4NRntnBnH0f71VVVE0kwycnJLpytZwghmDQhibpK50YdbLHhqhtoaWziguuu5PzrrqSloZG7Lr3KrTbSk/qqalKTvNeekyel0lyhhuhN3+2kjKnMyMkmJX3q4fN2pr842sbdPucJNaXlZKT6zpHekpiYGKLCwn2SR7S6pIzMyb63u7BGREQEK+cvZP/WnQNyPFf7orPbH9i5m/nTZw1YMAbKUmXZ/ByK9u4fsGN6i462NtrLa5g1a5ZPjh8aGsqaJcvJ+2G7S/v54t5m4uCWnRy34iiPgjFHDOuADGDe3LnUHzx0OJWSXgJ0T/ZxtF/xnv0sXZAz4G/+qUnJ1HsYkJknDD/1ZxdQX1PrM0NJc9pqG5k43ntvWsnJybRV19Hb22s34bweZri+WDjQXFHDZC8kJvaE9MlpPslr2VJVR+ok3y9usMXypcuoP1DstQVN5njDsLO7q5vKXQdY4yVhtT3mZ8+ndn+RXyWwd4eCvfvJnjHbpxY1ixctovVQJa1NzqeW89WiqMbaOnpqGsme591FdMM+IBs1ahRTJyYf9pjRS4DuyT729uvp7qa+oIR5AyzEBJg4fgJtHhqcmicMf+OfzzAqPs5nhpImpJS0Vtd5Vf8UHh7OxLGJVJeV2004r4cZ7kAvHOju7KKjtnFAR2ydYWrqZBorPHuBcJXe3l7aaur9Tj9mTlRUFEvnzGf/Vu9rybxh2Jm/cy9ZUzMZPXq0t6ptk1GjRjEteRKHDhQM+LH1QkpJ9b58Fs33TXozExEREazKWezSaK2vFkXt/2EHxy5f5XXN9rAPyACWLFhIWa5yD7ZnpOdO0ld3hZ229ju0P5/pqVOIjnZ+3l0vxo8fT2t1nUfmkuseXk9kdBTPPPAIzz7wCJEx0boYSrpq7mm+/W9PPo+etnbdXZctmZWRSVVxqd2E8870F/NtzJMS2zKDdCaRvbmp5NXHreXq49c63ZaVh0qZOimV4OBg3dpKD5KSkmjRpokHirrKasaNHkNoaOiAHtdVVq1YQU1egdvplJy93ly9/zkyMj10oICynbkce9RRbtVbD5YvXEzZHv2nLa21qbN/c7Y8UCsF48IjSUpK0v0cXGX50mU05pfQ3urcaK03F0rYaq/mhkY6ympYuCBHt2PZYliL+k309PRwy713MfvUo4mM7v9Q9jcjz69efZcLjz1lQOwurHH7n+4h7eglRMUOnHbDGTxJLvv0/X9l16dfc/CAdyxQTBQXF/PIC/9m6dn6JRp3t3/aM5X81erTAMmjH7/hVJlbP/6C1VNns3SJ99zS3UFKyU133c6cMz1biOIKe3/YxrTgUZx68skDcjxPeO2NN9jTWs2sJa6PlAzUfdHyOB+9/AZ3334XF/3kJ7ofy1l6e3v5w/p7mKazuN9Zg1Rrf7PW9ra+o+/e+5gTsxaxMMf7AYYzvPHWW+xqqmDWUt/Wx1Z7bfn4cxZPnMrRa/QxkTdE/Q4ICgpi6bwFFOz2PHm1N2mqqyegrYtp03znXZWWnEp1WYXPjm8LT7QqM+fP41BxsdfrOGHCBERHt0uaCUfopVE01/E11NRSX1PrVJlSShpLKkj3YZ+0hRCCKSmTqCkbOB1ZS2Utk/1YP2bO6pUrqcsrdEtLNlD3RfPjHHPumZTlF3HcGufd8r1BYGAgKxYsomBXrq7lOmuQ6mzbW9uuvVWJ+bNmD0yqJGdYuXw5tfsL6ezo8Gk9rLVXa1MzLcUVLFk8MC+bRkCmsSB7PjX7C4/IRO9PRp4Fu/exYsFCr67ycETapNQB1+U4gydalS/e/K/X84GCWqU1J3MmJQf105/opVE01/HFxMcxKj7OqTLrKquIHTFywL2MnGXqpMnUDVB/lVLSXFnr1/oxc6Kjo1k+L4e8LTtc3neg7ovmx3n6/r+QkpLCmDFjvHIsV1gwfz4NBSV0d3bpVqazBqnOtr217fJ37WVxVrbP882aEx0dzeKseew3c+/3Bdbaa//WnazKWUxERMSA1MEIyDTGjBnDpLHjKCvob/znjh7H3eTEdvUCadn89cY7GB0/8EJWc1JSUg7bNziDJ23jTPJcE64mOs/fk6um6WYuZd/2Xbz44otO18sTZk+fQV1RmW7lHT5vLSG9K8l4rZlKnjtrKU31DdRUVLE2cxGbXnvHbp//+dITePrxf5Kfn6/bOelJclISrVW1/f7miS7HHi2NTYwMDfOJvtNdVq9cSf3+YtpaWl3ab6AMjn/s38vY8skXPP/88145jqtER0eTNTWTwtz9NvuOq33KWYNUe21vfkxLzfO1G++hKjefJYsWebVt3GH18pVU7T3gcoCr17MXjmz/q/50Ow35JSxbon8ScVsYGjIztm3bxkuff8jCU451aT+99BT2NATTF8zj6/+8TklRMd9++63LZevFYYPY048lYmSkw+09aRt3kue6WuYnr73NTdff4PUE7Sa6u7u5+Y93sOCckwjT8a3Lm33Qlj5l0fFriA6NYGSP4MMPP/Rpv7RFd3c3199xG8svOYsgbdGBXsmMLSnYs49RDd1ceJ7v9E3u8O57/2VzRSFzVvmXBtCcXV9vZnJwFGefeZavq3KYwsJCHnn+Kd54/mWWWOk7vtAf2ztmcd4BZEEVv77scq/WwV2efeF5SoO6yMjOcnofb7bxzi+/IzNyDKedop/mFwwNmdNMnz6d3oYWWhqbXNpPLz2FPb1AbUExv7/xJrZt2+ZW2XohhCA9dYrTeQI9aRt3kue6WmbJgQIypgyciWdwcDBZGTN0XzbvzT5oa7vFJ6whNiKSm27yfb+0RXBwMOMTEg/nzQP9khlb0lBRzZSUwaEfM2fFsuU0F5W5fN8bKDra2qjOPcjRq323stIaycnJxIeNpGBPrtW+4wv9sb1jluzax6oly7xeB3dZs3IVFbvyXPJ481Ybd3V0Uru/kJXLl+tSnrMYAZkZwcHBLMvOcVmsqZeewpZe4OVHn6CvsY0PP/yQrKwst8rWk8y0adSWOCfs96Rt3Eme62qZoxPGDngS6Hmzs6g+6HxOPGfwZh+0td2rf3uCrPRM/va3v/lFv7TF1JRUaioqD/+uVzJjS/zdf8wWI0aM4Jgly9n33VZfV8UqeVt2sHxuzoC68juDEIKjli5nzLhEq33HF/pjW8esq6omtEuSkZHh9Tq4y9ixY5kxaQr5e/Icb6zhrTZWmSBmExMTo0t5zmIEZBbkzF9gVdxvi4riEro6u3jyvo2cnbmITa9b19zY29+ez9m6h9fzxdsf8OA963n11Vd57rnn3D013ZgyZQrN5VVIKe3O4Zu3zdqMhfznwUfJd1LjBO4lz3WlzM/ffp9TzzpjwBNiT5kyhb7GNlqbmnXTQOih6XGlL1/3l/vY/vk3nL32bF5++WW/6Je2mJScTEvljzoyvZIZm9Pd1U1nUwsJCQl6V39AWLZ0GR1lNTTVeWb87CzO9vu2llbq9xdz1KqBd+V3htmzZ3Py6afx+VvvHdF3bPUpV655V3S09o5ZsH0Pqxcv9VpSbL04asUqynbspa+vz6nt3bluHWr+0rLZeM3vvZpKzxaGhswKj/7jcfqS40maOsXhtp7OYTvav7urm8+feZXbf3u934iFpZTcef99TFq9kD/+/Gqb9Tc/N1e9rQaCg7v2EtfU6xPNz6uvv87+7gae+OMDfuNz50pfrjhUQv0P+/jd1dcMeAovV6mvr+euh//MyovO8lpdKw+V0rzjINde8WuvlD8QbPrsUz7eu435x3k/+HG2r2395EuyE1I44bjjvV4nd3n/g/f5vrKQ2cudE8u7cp3poaNtb23juxfe5s4bbh6w1YLuIqXk4b8/SuDkBKeev+5gq/1Nf0+fO5vNL79LcUGhV3SxhobMRZYvWkLJbuecmD2dw3a0f3HeAWZMTvObYAzUUP3s9OmUFx1yOvenK95WA0XdoXJmZvjGYHdBdjbV+wv9yufOlbqU7D3I0gUL/T4YA5VoPCwgiLbmFq8do7aiiqmT/CuXp6ssXriI3ppG6qtrHW/sIc70tZbGJpqLylixbGB1PK6yMGchdQeLnV4h6Mp1poeO9uDOPSyek+33wRioZ8sxK1dTtG2vRxlh7GGr/fP37uP4C9ZSnVfAXbff4RNdrBGQWSE9PZ2A1k4aa+scbuvpHLaj/cv2HGDZwsUulTkQTM/IoOFQud36m3/mirfVQNDb20tTWRVpaWk+Of748eOJDRvBxCmpfuNz52xf7u7sormkgtmzZg1wDd1DCMGU5BRqzXRketNaXUfyRN+novGEkJAQTlh1FHnfe19L5kxf27d5G0cvXsaIEQOTZcFdoqOjmTNtBgd3O6c9duWZ4amOtrenh+rcfJYu9r9niC2mTZtGlAiiutQ7hs622j81YxrPb/w7oyOiePPNN32iizUCMisoJ+aF/Zz7f5xfnsfZmQs5PW0e6049n4tvusZu7jV3vGdM1FZWMUIGMGWKd4ZuPSElJYWu+iau3nCnzfqbn1tkdBSRMdEe+xaZz/+7mnPRnOrScpLGJvrsZi+EYNmChZx84bmH/b+ef+gxlzR25tjqn66U46weoyjvALOnZvj9g9KcycmTqPNSXkspJS1VtUyYMMEr5Q8kC+YvQNS3UltZ5dXjOOprzQ2NtJdUsWyp/64KNGfSxIn8+eobnLoXueJteVDzSzxv1lK7OlpbuqjivINMnegfZrrOIoQgc/JUbrvgl7r4i1liK1/qwT25vP3Uc9zyuxt45ZVXfKKLNTRkNmhoaOCOjfez/IIzCAoOPjy//MXb7xMTH0dDbS1LTzz2iDl8PX1RfvjoM1ZNmcmK5Sv0Oi1d+dcz/6Y5LpxJmQM3qqOXLm3rpi9ZMSnTp23b2trKrX+6hyU/OY2bz7lUFy2io/6pB1+8+Ca/OP1cv3xRsEVBQQGPv/4Ci884QfeyWxqb2PXWx9x9862DYgrXEV9/8w3v/PAlOSfpk7vPHX7432csTclgjQ+TiLtCTk4OY8YlsuYX57Pti689vu48yc1r2v7+15/hi5fe4henneOzmQB3WbBgASNGRXPRHdfz2Zv/9aq21tR2C49bzcv3/ZXGmjq+++47rxwLDA2ZW8TExDB90hSK9qmE06Z558J9+7nmgbsozN1vdQ5fL01QV0cnTUXlzJs7z+Nz8RZzZsyiuvDQgB5TD12alJLG4nKmZ073cm3tM2LECOakz6Awd79uWkRH/dNTaiuriJBBTB5gqxBPGTduHG21DU6vnnaF2opKJienDIlgDCB73jxEYxt1Vb5Jkdbc0Eh7aRVLBtE027Zt27jlxpuo3J+vy3XnSW5e0/bVpeVEB4QMqhcnE9u3b+eaK39N6YECr2trTW1XnlfA7679Ldu3b/fasRxhBGR2WLZwMRW5B4Ef551TpqWx8bpbSUlPszqHr5cvSmHufuakzyAy0rEbvq+YNm0aLeU1dHd1D9gx9dCl1Vb4T/7FpQsXUpF7gEk6aREd9U9PKdyVy8qFiwZd8BEaGkpi/GgaavQXrNdV1DAlefAZwtoiODiY41etYf9323xy/LzN2zl6yQrCw8N9cnx3yMrKYtOmTciGVl7+2xMeX3ee5OY1bV+wYw9HLV0x6K5VUO25fdt2KvYc4M1//cer2trUjGm88Y+nqcsv4fvvvvepp2KQz448CEhLSyOku4/6qhrWPbyeDVfdQGFuHkHBwXR3dxMgAlj38HoqikvYcNUNHNyTS2BgEHk7dvPkfRtJmZbGzY8/6PA4FcUl3PPLaynK3Y8EUqalsebk4znjV7/x/kl6QHh4OBmpUygrKCR5muMhcfN2Cg4Opqe7m9TMdNY9vJ6EpAlHbJe/dx8TJk8CCSX5BaRmTOPim67hqXs38swDf2VC6iR6urs5O3PR4XarKC7pV5a1MhMmjOee2+/UsyncJiUlhdiQEVxy8zU8dY86r9SMaU776Rxup9RJbHr9HUoO5B/RPx3tazqetXYzp7O9neaicrLP+alb5+prpiRPoqi8krixnutpzNtvdMJYVvz7GR1q6D/Mz87mnY8/pL6qhlFjBu7FpaWxidaSSpb8ZGBSmenFc889x3nnnceWLVsQgQHIvj7WnXq+U9eVNUzPG2fvB+seXs89v7yWp+7biASS0lKp3lfI3J8NThsW8/Ycl5rMLf/4S7/P3bl/2WLdw+u569KrKC8sZu7cuT71VDQ0ZA74eNMnfF6wl7mrbScYPazfeed9YuLiaKipZelJzut31p16PnVV1Rx3/loA3v33C0SEhlFcVOT3bzdbt27l1W8+YcEJaxxu62w79deJnQoIHv34dataCldyLy4+4WhOuPBsHv7NLbTW1vPDDz/o0gae8t133/HWD1+y4ATX9DJ65gl1Zt+9m7eRJMM596y1LtXTX9iyZQtv/PAF2ces9LgsU/sdd/5ZPHz17+lqbvWq7sQXfP7F53y4e8uA+JKZ2LrpS+YnTOL4Y48bsGPqyfz58wmPieKy9bfy0ctvDqivoPk1/Y87/kTB1l3sy/W9vZAnHDx4kL+//B+WnnNKv2ehnlrtvr4+Pnv2Na679JeMGzdOr6rbxNCQeUD23Hk0FpXanZY7rN/J1fQ7+1zT7+Tv3Ud9TS2n/uwCTv3ZBTTW1VFZUeH3wRhARkYGreW1dHZ0ONzW2XYy10PU19TSYEcn5kruxRMvOofG2nqOPnoNu3btcv+kdSYrK4vOqjpam5pd2k/PPKGO9u3r66Ny70GWL/bfBNSOGD9+PG01+jjRm9qvvaWVY4871qe6E2+xYP4CuirraKpvGJDjtbe20ZhfyrIltl9+/Z0dO3bwy5//nJIB0D5ZYuqTAYFBTJk0mcKCwgE7trdITU0lUgRTZ7HqV0//xoriEsbFxA1IMOYIIyBzQFRUFLOmTKM474DNbQ7rd9I1/c401/Q7qRnTGBUfxxv/fIZX/v4kEREjmD17tl6n4FXCwsLISs/k0P58h9s6207meohR8XHE2NGJuZJ78Z1/v0DBzr2UFxT7Ve7FkJAQVixYxMEde1zaT888oY72LTlYQHL8WL+4abnL6NGjkR3ddLa3e1yWqf3Kiw6Rt2uPX/UnvQgNDWXNkuUc2LJzQI53YNsuls1b4Ne6WUdkZWWxb/deSnfs460nnxtQX0FTn8zbtpPqgkNDok8KIVixcBGFu/sHXHrmsCzZs5/lOc5lWfA2RkDmBEtyFh0W91vD5GtSsDePXd9upjA3zyWvrXUPrycyJppnH3iE5zc+xqhRMbzwwgt6Vd/rLMyeT1VegcPtnG2nfv5lMdFERkfZ9Oxx1jtr3cPr+fKdD1h/1fV89913fpd7ccmixdTkFbq0QMKT/Iuu7ntoRy6rl/q3Y7ojAgICSJkwkdoKzz22TO136/mXsfWHLX7Xn/Ri0cKFNBWV09HW5tXjdHd1U51XwPKlg3d0DJT26f333+ex9Q/wqYt5jT1l3cPr+fLdD7nlvJ+zb+/eIdMn582dR2NRWb9MCHrk7gU1KtteWcssPzG5NjRkTtDX16flbswhdsxop/ezJ063JkKUUvL5C29w5TkXkZKSovNZeI/e3l5uu++PZJ64kqhRMYf/rqfwUg8K9uYRXtHELy651Gd1sMe///MsVREwbc5Ml/f1ZlvXVlRS9Olmbl13g98nJ3bE+x98wJa6EmYssirhcJnP/vMa6y69nLFjx+pSnj/y2htv8FVhLm/+6xm3+5ej/rlv607GtMFFPznfG6cw4OTm5vLku6+x5MwTB/S45UWHaNiaNyhyzLrCE08/RXNcOKnT03UtN/eHHSTJMM458yxdy7WHoSHzkICAAJbnLKJod55L+2246gYWn3A0z23/nJaGRloam3hu++csPuFoNlx1wxHb11ZUER0URnLywGeZ94TAwECWzJt/xLCy+fnbOueBpDz3IIvn5/i0DvZYtWw55bvz6Ovrc3lfb7Z1/rY9HLVk2aAPxgCSk5JorXGcEs0ZOtvbkR3djB7t/EvaYGT50qU8c/9fWHjsarf7l73+2dfXR9mufazy85yVrjB16lTCuqXXMx5YUrwzl9VLlg2pYAxg4bz5VDoxC+Mq1fsLWOBHXp+D/w47QMybM5f6ghJ6up2fUnJFnA5QtGcfywdJwmZLcuYvoGZ/UT/jTX9KnN1U34Bo6SA9Xd83LD2ZOHEiyXFjKTno+o3HW23d0thER0UN87Pn61Kerxk/fjyt1XW6JC6uragiZcLEIRGo2iMuLo6ayiqmL5jnsXGxtf3L8ouYGDuGiRMn6l11nxEQEMDqxUsp3Olcfks9aGlsoqe2yW+m3/Rk6tSp9DW30dLYpFuZ9VU1RBDoV7NRQ/tOoiPR0dFMT53ilHjdhCvi9O7OLhqLypg7Z67eVR8Q4uLimDJ+IqVmwYSewktPKdiVy7L5OQQGBvqsDs6wZvlKirfvdXk/b7X1ge27WZmzmNDQUF3K8zUjR44kKnwEzQ2NHpdVV1FN2hAyhLVHZmYm7z7xHzra2jwyLrbWPw/t2sfqJYMjZ6UrZM/Lprm4QpdFJM6Qr93jQkJCBuR4A0lQUBA5s+ZSnGdby+0qh/IOsmjOPL8aADECMhdYPD+Hin3OB2SHhYezltJU30hNeQVnZy5ikxWxZ/H+g8xOSx/UK4yWL1xMye79NhPjOmt2evXxazl1UhanTMri6uPWsvOb711K2G5JT3c3tfuLyJm/wN1TGzDS09OJlIFUl5a7tJ89kautxMOO6OropP5gMUsWDZ4UNs4wJTlFF2F/a00dyUlJOtTI/3n11Vc5uHMPP5m93C0Rta3+2Vhbh2jpYPp036Yx8wYRERHMnzmbgj32pS7uXp/m+1136k84+O1WFi7wX0mGp8yZPZvaApWqz902MyGlpDb/EFmzs7xQU/cxAjIXmDZtmkvDpglJE9jwxrOkZqbzk2t/xUt7v+HiG68hJCTkCEFsZV4BC7P9P2CwR2ZmJoFtXdz3q+tYfMLRPL/jC879zeWkZqaz4Y1nnRIBb7jqBloaGjn/uiu54LoraWls4q5Lr/JIH1W07wDTU6cQGxvr7qkNGAEBARyzfBX523a7tJ+pr72at/mItnZXX3Zw1x4WzMgiOjrapbr4O6lJKTRUepanUUpJS3Ud48eP16lW/s3kyZN57rnnuPmRB5y+ls2x1T8Ldu9jxYKFBAUNzaQxS3IWUpl70O4UubvXp/l+Gdlz+OSt/xIXF6dX1f2OpKQkQrslTXX1Hmtma8orGR0ZxZgxnmft0BMjIHOBwMBAFs+ZT6GDNx5LHOl7muobEK2dpKU5Tj/kzwQGBrJq4RKK9h3wyLDU3CS3oaaWjrZ2t8uTUlK2ez8rFg+e5fRz58yht66Jpjp9TUxdab/enh4qdh8YUkJrExMmTKC9psGjMpobGokKi2DkyJH6VGoQMCcri5aSCro6OnUpr7enh7oDxWTP02fFqz8yYcIExkbG2B3BcVf/ab7flClTKC1xbZRosBEQEMCC2XMozsv3WDNbeqCABVlz/Wq6EoyAzGUWZGdTc6DIJVGwI31P4Z48lsyb7/f6JmfIWbCA0WPG8MYTz7htWGoyyX3jn88QEx9HWES42/qo6tJyogNDmDJlijun4xOCg4NZs3g5B7bqk03AHX1ZYe5+MpJSh6Sdw7hx42ivb6S3p8ftMmorqpicnKJfpQYBI0aMICt9BoW5rr2Q2qLkYAHTkicNipFrdxFCsHLREg7ZeYl3V/9p2q+ypJTtn37FnDlz9Kq23zJz+gwaiss80sxKKWkoKmNGpv9NkxsBmYuMHTuW0ZFRVJWUObV9RXEJXV1dPHXfRtZmLmLTa/31Y1JKag8WM2+QivktqaqqIjQ4mGfu/ytrMxbynwcfJX9PLutOPZ9P33iXszMXckrKbM7OXMjOb74/Yv+Lb7qGpvpGntnwV57Z8FdCw8O48t7beP6hx1ibsZDnH3qMi2+6xun6FGzfw5plK/3uTcgRC3NyaC4up73Vc0NOS/3OxTddY1d/IaWkZGcuRy1f4fGx/ZHg4GDGjRnLvm273NahNFTVMDkpxXuV9FMWL1hA1f5Ct/a11P3s+fJ7lvixDY1ezJo1i46KWpvXsjMmp9Y0U6b9Ll95CiWFxUPGCNYeSUlJBHR286t7brXaZqZ2Oj1tHmdnLuSMtHlHXNv11TXEhEb43XQlGAGZywghWJK9gBInV3tsuOoGVp52Ii/u+ZpLbryGkND++rGqkjLGRsWQkJDgrSoPKOeddx4XXXQRv/79DcQnjiVqVDTP7fiCxScczZ+vvZkZOdk8s2UTM3KyuevSq47Y/6l7Nx7W211y07WMGBnJW088y7m/uZyX9n7Dub+5nKfu3ehUXZobGumpbWTOIEwhMmLECJbOXcCB7a5pyaxhqd956t6NdvUXZQVFJEaOYtKkobuCcHJSCo/cdIfbOpT2mvohZdPgLJMmTSKkq4/GWte93Mx1P/OPWsFr/3zar21o9CI0NJQFs+dQsMf6tJo9/acJa5qphKQJrH/lKa76/fV88/XXpKamevtUfE5AQADzZsyiu6PTapuZ2mlSxlRm5GSTkj71iGu77GAh82bO8suX9AEPyIQQE4UQnwgh9gohdgshfqP9PVYI8aEQYr/2/6iBrpuzzJ41m8aicqc8yRzNdZfkHWTxvMEt5jdn27Zt3HjjjUxPnUJ9dS31Zt5rsk9yzQN3ERU7imseuIuOtiOXg1trL3f1Age27WL1wiWDdhn4siVLqN6X71I6JWdw1J5F2/dy9PLBN6roCpOSkikrKHKrX/X29tJW10hiYqKXa+l/BAQEsGhuNsW5tnP72sK832Vkz6Gmsorg4GAv1NL/WDQ/h+q8Arf972xds4cOFJCenEpMTIyOtfVvZqRnUl9SYfUzUzsV5u7nmgfuonDf/iOu7YZDFWSmZwxUdV3CFyNkPcB1UsoMYCFwpRAiE7gR+EhKmQZ8pP3ul0RFRZE2MZnyokMOt7U3193b00NjUTmzh5CRX1ZWFo888ghL5ucQMSKCUWbeayJAsPG6W2mqq2fjdbcSFhF+xP7W2ssdvUBnezuNBaUsWugfSWPdIS4ujqy0DJtv1u5irz1rK6sI7ewdkjYE5owfP57RCQlu6VAaampJjB89aAN9T5mbNYfa/EMuBxfm/e7DZ18a8n3MnPHjxxMbFklNmfVAwhG2rtmKvPxhMe1rTmpqKh01Df1yWx7+TGunlPQ0Nl53KynT0vq1V1tLK7K1w29Htwc8IJNSlkspt2g/NwN7gfHAqcBT2mZPAacNdN1cYUHWXCoOFDrczp4+oLyohNTxE4mKivJiTQeW5557jpdffpns7GwiR0QSFhF++Nx/++A97Pp2MxfMXckPn35BV1fXEfP71trLnUSy+7fvYXHWvEG/Cm7VsuWU79pHX1+fU947zmxjrz3zt+1mzdLlQ2KBiT1Gjx7NCaedwhfvfOByguK6iqphqR8zMXbsWEaFj6CuyjXrkB99GZeRt30XL7/8spdq6H8IIVi2IIfi3P1O6ZwssXbNtjY101PXPCymfc0JCQlhasokKg7ZvrcV7M1jx9ffc2DXXp68byNdnV1UFJdQXljMzGkZfnt/82lycSFECvAZMAMollLGmH1WL6W0O205UMnFrdHW1sbv77ubZRecQXCoe2/Km9/fxIlZC1mwYOhMWZqzY8cO/vPRuyw544R+f1936vksPuFoTrzoHN759wt89e6HbHjjWd2O29PdzefPvMbNv76G+Ph43cr1BVJKNj76CGHTJrLxulsctpsnbdva1MwPr77HXTf8nrCwMG+cjl/xl8cfJTwj2WVPrR8+/JSTshaRnT107Roc8eH//sd3lfnMWrrQ5X33bN7G1KBoTj/1VC/UzH9pbm7mtg338s7rb7LkxGP44p33iYmLo6GmlqUnHevyfXDPd1uYGjJq2LUjwFdffcWH+7Yxd7VtOyNr98Jzf/VzTluw3KcrUv0yubgQIhJ4BbhGSul0giohxGVCiM1CiM3V1Z6ZO3pCREQEmZPTKC0ocmv/nu5umkorhvSw/YwZMwjvltSUV/b7u7dzXB7clcvstPRBH4yBerNes2wFRTv2OtVunrTtwR17WDF/4bAIxgCmJLnn2N9e28C4ceO8UKPBw8wZM6gvLHNLE1VfWMLsmTO9UCv/ZuTIkaSnTKbACZ2TI6SU1BwoInvu0Fid7yqTJ0+mpdz+89/avbCxrMqvFz/4JCATQgSjgrFnpZSvan+uFEIkap8nAlbvlFLKx6WU2VLK7NGjRw9MhW0wb+Zsqgsc68isUVFUQtrEFEaMGKFzrfyHgIAAjl2xmoNbdvb7uzdzXPb29lK2cx9rVq7SrUxfM336dEK7eklKm+yw3dxt2+6ubmr2Fw65NEn2SJowkTYXDWK7u7rpamkbkv5srjB27FhGBAW7vNqyraUV2dJBcnKyl2rm3+TMmceYcYl2dU7OUFdVzcjAUCZMcG10d6gwZswYgvuwmzXH8l6YlDaZ+JHRfp15xBerLAXwT2CvlPLPZh+9CVys/Xwx8MZA181V0tPTaS6rcmq1pSUV+cXMmznbC7XyL+bNnUtfXTMNNbWH/2ZND+FI++Rs7rLifQdIGzdxSKW0CQgI4KjFyzjpgnMcaunc0dsBFObmMXvKNEaN8tvFzbozbtw4Wmtdy4ZQX1XNhIRxfqtBGSiEEMzNnEVZQbFL+5UVFDFzWuawbb/MzEyOO+UkvnjnfQr25rHr280U5ua5nB+0JC+fxfPmD+mV0PYQQpA5ZSqVh0ptPhss74VnXfEzZkz1b72dLxKILQEuBHYKIbZpf7sZuA94UQjxM6AYWOuDurlEREQEU5MnUV50iIlTnB8G7e3tpamknMxzM71YO/8gODiYo5etYNOWnWQfo4xGTb475pjm+//4/D94598vsOGqG/ptY/KXsfU5qGH84u17+NXaC7x/YgNM9rxs3vjfB9z93P8RFhFhcztrbesIKSXlu/M4/ZyLPK3moGLUqFEE9vTR0dZmt03NqauqIW3i8BzdsWR6RgbfvPkSzHdej1NbXMaaZUd7sVb+TUhICCsXK/Y4UwAAOslJREFULWPGMcuZMtO9+7+UkrqCEmYfe7rOtRtcTJs8hQPbv+HR399t9dlgeS/87p3/McWPpyvBN6ssv5BSCinlLClllvbvXSllrZTyKCllmva/686DPmDO9JlUFbqWQ6y6rJyJYxIH/QpAZ1mUs5C2siq7w8uOtE/OaKNKDxaSGDnKrzUC7hIREcHCrDnk78rVvezKklLiwiJJSUnRvWx/RghB8oSJ1LmQaLylpo6kYTpNZElKSgqdDc1O57bs7e2ltaKGyZMne7lm/s282bOpPujayKI5NWUVjBkZja8lO74mJSWFlooap54NUkpaKmv8/h5nOPV7yLRp02g8VOGSuLWi4BBzps/wYq38i7CwMFYvXMKBbbZzMzrSPjn6XEpJ4bbdHLfqqCE7jL8kZxFV+wro6+vTtdzi3XmsXLR0yLabPVInTKSuqsbp7dtrG4e9oN9EUFAQU1NSqSwpdWr72vJKxo9JIMLJ0cihSlpaGt31zXS0uZcWrfRAATlZw1PMb058fDxBEpKnTnGom22oqSN2ZAyRkZE+qKnzGAGZh4waNYox0TEurdZqPFRO+jT/nsvWm6WLl9CQX0Jn+5Hu/OBY++To86qSMqIIIiPDPx2Y9WDcuHGMHxVHeaH7b9eWtLW00lFeMyjTS+nBhPETaK9tdGrb7q5uulvbhv3IhDkzpmVQc6jcqW0ri0uY6ecanoEgODiYWdMyKM13fYW+lJKG4nKm+2Fi7IFGCMHUlFQu/N2vHepma8ormDoIUsH5QkM25JiTOYOtRYeIT3S88qq5oZEwAodM7kpnGTlyJIuy5rJ/+x5mLJx3xOeOtE+OPi/YtpvTV6wmIGBov2OsXLSUV7/+mPGpKbqUV7gnl0VZ2YSGhupS3mAjMTGRtroGp7ZtqKll/NiEYStIt8aUyZN58/OPnNq2uaKGtJzVXq7R4CBrxkxe+PQDJs9w7QWyrqqaUWEjjJcCjcnJkygp3OtQN9tUWcPyLP/P2jK0n14DxNS0qTSVOTdCVlF0iJnTMobl9NDKpcup3ntQ99yM9dW10NhG1jAY5ZkxYwad1Y20tbR6XJaUkqq8QhYOUWNiZ4iLi0N2djulg2qoriFlvH+mXPEVY8aMgY5uh9NvPd3ddNQ2DlubBkumTp1KW1Wd1fQ/9ig7WES2nybG9gXJSUm01ziWm7fV1PttuiRzjIBMB5KSkuisb3Lqpl5fWknmVP18twYT8fHxzE5L1z0348Gtuzh62QqCgob+gG9ISAgLs+ZSqEMbVpaUMjYyZlgmyTYhhGBi4rh+tiy2aK6tZ+K4oWOnogcBAQGkTUqlqtT+tGVtRRVJ48YP2/yfloSGhpKWnGI1/Y89GkvKycwY+qvznUWNcDfS29trc5uujk562zoHxaiiEZDpgEncWlVSZne7vr4+msurmTQI5rK9hXluRj1oa2mlrayKnPnDZ5QnJ3s+1XkFbrmkm1Oy9wBLFywc9m/byeMmUF/tWNjfUd807KQGzjAtdQp15fZnCKrLKkhPHd6rKy3JypxBVZHzAVlbcwu0dxmjjGaEhoYyZlQcTXb8BOura5iYOG5QyFn8v4aDhIwpU6kpq7C7TX11DWNGxfr9Sg9vMnHiRMaPGk2ZG4JWaxzcvpulcxcQHh6uS3mDgfHjxxMbHnlESipX6O7sormkkqzZQ9+c2BETx4+ntbbB7jZSStrrm4a9Q781kiZOpL3GvsFuW3U9yUmGf5s5U6dOpamk0ukXq/KiQ8ycmjkoAouBJDUp2W6i+7qqalIHiXeg8c3qROqkSbRW2n/Lri4pJ3Py1AGqkX9inpvRU3q6u6nOK2DZkiU61GzwIIRg8bz5lOw76HYZJQcLmD45bdhbEIDSQXU0NNvdpqWxiejIkcMmz6crJCYm0lrbYHPaSEpJS3XdkMqeoQexsbFEh0U4nX6qvqSCGenGKlVLksdPoKnatuSgtaZh0HgHGgGZTowbN47upla7OrLmyhq/dwoeCDIzMwlu71ZifA8o2neAGalpxMbG6lSzwcPsWbOpLyixq52wR+WBQnLmZutcq8HJmDFjaG9osjtS0VBTy8REw3/MGqGhoSTGj7apw2ttaiYiOISoqKgBrpl/I4RgxtR0Kood+7hJKWkq9+/E2L4iISHB7gtVR33joBnZNgIynQgMDCRlQhK1lda1FFJKmitrB8VKD28TGBjIqsVLKdixx+0ypJSU7d7PisVLdazZ4GHUqFGkJI6n0kZOT3t0tLXRVdvEtGnDc3GJJWFhYUSPiLSbSaKxpp4kQ9Bvk5QJSTTYeMFqqK5l0sSkYa9VtEa6kyv066triB8ZYwS1Vhg7dixtdY1WX6h6e3robG4dFIJ+MAIyXUlLnkStDXFra1MzI0JCjQtKY0H2fBqLypxOu2JJTVkFIwOCh3Ualvmz51B+0HUtXsnBQmanTyc4ONgLtRqcjE9IpNGOMLijoYmEMYPjLdsXJI0bT5MN+4GG6lojmLVBSkoKzZU1Dhc5VR0qY3qa8QJljREjRjAiNIzWpiNHyZrqGhgTGz9oVuAPjloOEpKTkvhw27fkhhz5oGusrWNKcorxlqgRGRnJnPQZFO3bT9ps19NIFe/JY80wTfdjYnpmJi+9/za9vb0umZXWFBzi2KNO9GLNBh8TExL5ePcOm6NkTZU1g+Yt2xckJiZS/8n75G7ZccRnNUWljJ+Z44Na+T8jRoxgdPQoGmpqiR1ju381V9YwZZnzSdyHG+PGJtBU30BkdP8Bj8a6esYPopXRRkCmI6mpqayZPZ9ea28740Yxw0h30Y/FCxbw+KvPuRyQdXV00nSogjnnZXmnYoOE6OhoksYkUFVSRmKyc1PhnR0ddNQ0MGXKFC/XbnAxJ2uO9etWY9bCZcoE1cAqEyZM4NjsRfRY0TROnxU7rK1+HJE+eQr5JeU2AzIpJc0VNSQlJQ1wzQYPE8Ymkldbz7iU/m3UXNdAZkKKbyrlBkZApiOhoaEcf9zxvq7GoCE1NZUIGUhdVbXdt0NLivIOkDUtkxEjRnixdoODuTNm8VnhXqcDsvLCQ0yfMtUw6LQgISGBk04wRg3dJTg4mOOOPc7X1RiUTJmUyo5vNtn8vLm+gegRIwy5ix3GJSSwfdehI/7e2djM2JmDR2pgaMgMfIYQgiXZCziUe8Cl/ar3F7Iwe76XajW4SJ+WTuOhCqe9jGqKSpmVYYzUGhj4C+PHj6e12rb1RU15JVOSjBFGe8TFxdHZ1HLE3zuaWoiLi/NBjdzDGCEz8ClzZmfx7uef0Lc0xynDw5bGJmjrHNZifnPGjBlDREAQBXv2ERbh2By3qbSCqecOby88AwN/Ii4ujoCePorzDhBkZaFNeUEx8+cs9kHNBg+xsbF0WARkUko6mloGlS2SEZAZ+JS4uDgmxI+h8lCpU9Nuxfv2kzNrrksi9qGMEIJTjjmeLTu3A0e+IVpy1MJlxtSHgYEfIYTg2BWrOFhUaPXztJHxhkWNA6Kjo+nr7KK7q5tgbVFde0srI8LDCQ0N9XHtnMcIyAx8Ts6cbP6Xu9WpgKy2oIQ556wegFoNHrLnzSN73jxfV8PAwMBNjlq1mqN8XYlBjBCC0bFxtDY1EROvpihbGpsYExvv45q5hqEhM/A5mRkZNBSXO/TiaW5oJKirzzDXNTAwMDDoR3xsXD8vstamZkbHDh79GBgjZAZ+wKhRo0iMjaPkYAGjRtt+oynYk0f2jNlGcl0DAwMDg36MiY1nT2U1UbGjAKivriV93ODSGhsBmYFfsHrpct7+3wdU29kmKDCQBeccO2B1MjAwMDAYHKSmpLDtvd3kFatsOQJBysJkH9fKNYSzy+X9kezsbLl582ZfV8PAwMDAwMDAwCFCiB+klNnWPjPmfgwMDAwMDAwMfIwRkBkYGBgYGBgY+BgjIDMwMDAwMDAw8DFGQGZgYGBgYGBg4GOMgMzAwMDAwMDAwMcYAZmBgYGBgYGBgY8xAjIDAwMDAwMDAx9jBGQGBgYGBgYGBj7GCMgMDAwMDAwMDHyMEZAZGBgYGBgYGPgYIyAzMDAwMDAwMPAxRkBmYGBgYGBgYOBjjIDMwMDAwMDAwMDHGAGZgYGBgYGBgYGPMQIyAwMDAwMDAwMfI6SUvq6D2wghqoEiX9fDDvFAja8rMYgx2s8zjPZzH6PtPMNoP88w2s99/L3tkqWUo619MKgDMn9HCLFZSpnt63oMVoz28wyj/dzHaDvPMNrPM4z2c5/B3HbGlKWBgYGBgYGBgY8xAjIDAwMDAwMDAx9jBGTe5XFfV2CQY7SfZxjt5z5G23mG0X6eYbSf+wzatjM0ZAYGBgYGBgYGPsYYITMwMDAwMDAw8DFGQGZgYGBgYGBg4GOMgGyQIxTpvq7HYEQIkSiECPd1PYYTQogIIUSI9rPwdX2GAkKIICHEeF/XYzAhhAj0dR38AaMdPEN7/up2HzMCskGOVCLA84UQxwghjhNCLPJ1nQYDQog4YDmQJYQ4RQgR7+s6DXWEEKOBFcAYIUSCr+szhJgAnCiEmCiESPN1ZfwZIUQAgJSyV/t9WAayVtphgm9rNPgQQgipIYTI1J4jI0yfuVOmEZANQrSg3Py72w28DpwF5PmkUoMA83aTUtYCacCLwIWANEZsvIPpLVxKWQ3MAZ4CngHSjDZ3D4t7QBOwAPgSuMBoU9tIKfsAhBDzhRBvA/8SQsy2uJ8OeczaYZ4Q4k1UO8wxRswcY/YMkdqI/6+Ae4Gzgb94UnaQDvUzGGC0UTEphJgEdALfAc8B32iBhoEVzNptNNAMvARkAY8b7eY9TG/hGjuBc4CbpJTGy4MbCCECtAeqFEIkSCkrhBB1wKfA09qDwrTNsEcIEWg2EiSA36AC2PuABOAMoAU46LNKDgDm7aD9/mtgCfAAEMuP7bDfNzX0b0zXlMV1dQJwC5AmpWwTQnwmhJgrpdzizjU4rN4KBjPmb3CaZuQm4B3gl8BpqJvM+UKICG2baF/U09+wfPMVQtwKvAc8BoQBfwSWCiGSfFC9IYmlrkIIsUYI8ZYQ4jbgE+D3qNGxsT6r5CBGStknhAjX2vM9IcRlwEPAy6jRXoxg7EeklL1ae+VoL2U7tY8OAG8CPUC2ECLSZ5UcALR2CBVCLNT+ZN4Ob6Fe7ucJIUb6pIJ+iuleZjaqeKwQ4u9CiHlSypeBXcDJ2uZ/RwX6bl2DRkA2SDDrDEuAY1HJU2ei3mYuBOKAF4DHhBAvABk+qqpfYdZuC4QQZwIVUsp5QDnwkJRyK9ABXC2EeFUIYbSbB1joKmKFEEejptJvBKKADaiAOBE4WQhxhxAi2YdV9nusvFRMA54ABHA86j4wAyhFjZo9JYS4esAr6idYaa8zgK+Bs4QQr0opPwJKgFVSyi7gC2A+MKReYq20w6nAN2jtAHwOFAIrpZQ9qBHW+UDMwNbUf9FGFaXZ77cDl6JeLC/U7m+/Ay4HkFI+CxwQQiS6dTzDGNY/0aJyYRZQjAOuByKA64A+1OhOOFAGZEkpTxdCLAcqpZT7fFNz32Kl3RKB+4F9wNNAFWqePwDIRgVl/9SCtUIp5Q++qfngxnx43mxaaDzwKrANOF/7NxM4BhUQ/wqollI+7Is6+ztCiCDtQWn6fRFQh3oJ+zvwnZTy/4QQJ6MCsjdRoxyXA3+VUhYOfK19i0U/zJRS7hFCXAK8i7p3fowawfgv6uXg91LKA0KIuKEkW7Bohwwp5V6tHd5DSZU2AQ+irs+HgFullPuEEPFSyhofVdsvsDK1GwpcBrwNdKOet79FvWgeAH4BPArkSinv8+TYxgiZn6INMvQJIcZpN+L5qAfc61LKZmAUMA24CaV96BVCjJNSfqZdWMNS2GvWbjFCiAWokZijgL9oD6jpQIuU8lLUMP2Z2qjOK0Yw5h5a+5lu/gmo1as3AH+UUn4NJAGzpJSrgP8D7pFSlgN/MIKxI9FmfM9BjSqarEKeRF3r1wLnAf8GZgkhYlHShXhgspTygJRynZSycLjcA4QQkdoLlWk6N14I8VfgcaFWTz+NWt37V+APqL7ZCnxoKmMoBGNCiBFCiLVwuB3ihBB/Af6hyQOeBhajgvk/oPpSDyo4RdtvWAdjGn82ySmEEJnAZ8AYoEpKWQJcidIengS0oYK1K1D9C20/t2IrIyDzI6wMMV+CeqNLQA0nfwJMFkJEaR1jP/A/IEJKeZaUssy0r/kw61DH8sEjhLgK9TYzSUq5BXgeuEr7+BAwQwjxHVABnDyc2sobaNOTC4QQz6KEwT8AW4ATtU1GAQuFEC8BoagHomk/MVwCB2fQRjYkamppklA2FpFAmZTyFKAd9Ub+Pept/QItGF4vpXzTSjlDGiHECVLKFtS1bOJk1Cj5UilljTbacQrwZ9Qq9P1AppTyH1LKAwNfa/3R2qEVNfJs4gQgWEq5REpZadYOD9G/Hf41XGdUTAghRgkhfiGEmCal/A0Qon00DnhCSnmr1r6gFoSloGaoDqAGSdqklC3ixxWYbmk4jVWWfoClaFD720jUSMMqbTQBIcQW1JveKuAN1NRluJSySft82K2ssjxnIUQYSj93npTykPbnh4G7hBBzpJRbhRAXA53G26B7WBnSDwGuBt6RUv5H+9s9wC+FEG9LKb8RQvwW1Vc/1D4/rDXzxTn4K2Z9eTZKlnAmsBE4VwhxFMoy5FbUgpS/ohakCCllFfRr1yF/H9DukZdq1/xbQohHpJRXoh6mn1ls/gJqVGgHcLbpnjkUEMr76hKhFiW8bNYOoSh9nDkvoBbV7EbdIxsGtLL+SyhK47oSJW95UgjxKGoEcQlqVBFtxPVdlGY7X0r5mnkhnl53xgiZH2B6MAkhsoUQj2lCQYEaDl1otmkB0ACMEEIEAz1SyiZPo/LBjDY0P1sIcZVQq4cCgUVAtdlm5agRxhO0fUqNYMx95I8WAjnaDSoGGGsKxjS+RYnMf63t84VZMDYsRm+cQRsgDNB+DhBqFdw/gVNRo2AzUdYsDwCVqBexR1E6qEIp5b/N23Kot6t23wNAk248ApwmpewGkoQQq1Cj4FlCeY3NFkI8hZpJOEVKeZX5PXOwYtEOrajg/BTtGTBBe4YUAzO10euZQoh/o+6Dp0gpr5BSNgz2dvAEIUSU6WcpZQWqbRKFEDNQGrFfSilfB0YLIS4WQtyNWkwzVkr5gCkY03OE3xgh8xFWRhnWoET7r6D0Yhegbrw3CyFyUfPW24E3tM5zmOEUiFlpt6WoEYSnUEPxvwD+A/xJCHEj6sJqAP5lNuRs4AJWRiEzUcauu4Bk1BTRISHEZVLKx7WHQQxKNNxjWd5w6q/2EP39xOKARillpxCiAdVfdwnlL3a2lPK3Qoh61CjPa1LKV83KEcMgEAsEjgNGAC9q2jmJeogeJYS4EKWxuxulsRuBWg2XivJm60Ctph7UMwlaAHUsajTnBSFEDOol9HNUO/wUJQm4H2VUOhK4GGWC/YyUss28rMHaDp4ihLgLNW37tFCrT6NR5uqFwDFSyj8LIfYIIX4JrEW1+Qjg51ZGo3W79oxVlgOMlYebaQXMGuAMKeUV2t9fB24HpqKmLltQK4IOGxwO9ZuwOZbnK4SI0d7wfoPqxxuFEKegVpidiGq7WUA+cLOUstMX9R7smLe7qe9qN6kgKeUjQogbgLHAetQLRB9qNdv1UspdlmUY9Ed7u/4V8FOUyPyfqGnK/VLK17QXjtuBRyynR4bbA1ULusYBvahg41uUl9ZHKKf0n6EC1jop5T1asNI4VPqe6ToSQpwPTERpCM8GNqOmYj9EtcNlqOC0TUp5p1CelM3Dqa/YQmgrl7Xr6hLUKP5k1OrkLUAtSsC/R/t9M7BISllpVobXrjsjIBsgzHRipofbBNRKKQk8iZpWmwv8TyqX3/tQS9dLhBAhUvnlDLuHm5V2y0Q9tPYC76NGDe+XUp6sff4icK2UslQIMcIYFXMP0X/ZfATKIqAStUBiMvBTKeVa7fPPUWL+RiBdSrnDN7X2b7TRDWnWl8eiHqANqCnI61EjPiOBKaiVk4kozcpLUonXh10gZkIo8+azUTraX6K0YtejFvCMQbXZn1F6xjvhsKSh36j6YEd7dpyD0jtdqf35etT9MBplgXIvsA4VzMuh2A6uYHE/i0EtjrkANfJ1FUoe9FNUgBaMSvF2BzBRaq4FWjDs1WvPmLIcIMxuwlNRotwdqJvwXtRNJhK1YuP3Qoh21M24VesIXZaByXDBrN0moUYOulE3n4PA4ygB5h4hxGOoB1kX6i0HIxhzH7Ob1yLUdEcpajTiAdSITpcQ4meoEbFi1Nt4F6pfHzG1bNCvTWcDAVItMKlC2bBUCSFeAdYAH6D8on4BPCU1OxazKZIhH4yZPQAFakruRpS9x7dAJpAspfxaCPEFKhj7QPt7m5TydvOyBnM/tGiHAFQ7vIdahZsJJEkpv9BeisaggvdZQJeU8lbzsgZzO3iKxTVzKWrw46eooHaqlPJzIUQXKqB9FSjXpnf3aftLK+XozrAV9A0EwixRq1BchNI5bUEtm50n1UrAfcBo7e8PoN6Gj5NS1pt1BF3nqv0ZU7uJH8XO16PeViJRU5JjpLL4eAklvLwBdSP6SEp5gaYXMXABU8Bv9v8yocTlt6MeAi9LZavwPcoQ8VqUfmwlcKdl8Ducb/7mCNEv5VmAUMLgR4CfCCF+jxrtnSSEmCSVZ5sAZkgp66SU66WUP2j3jmExMi5E/8TNQIpU5rgtwOmol9bvgFOFEONRNg4tUsoyKeX1pmtfDHKxukU7hAGp2jXVhBqNzke1w0naiNkpQKuUslxrh3bzcoYb2iUTYPbzOKG8/JBS/hn1vM1ErTq9VKj0Y2cAYVLKBinlp76o97D8sgYK+aPeK1G7mcah3lweBP4FBAkhpqPSenSiAo2vpJRvaPsF2ih6SGP2MDf1z5Wom83tKAO+87XtnkKtipkjpXxTSvnEQNd1KCDMVj2aPfT/gnLRPxaV9/N67e+PoaZLoqSUt0kpL5bD2IjYFsL6yudolPXHUlRg8VOU6/dB1Fs7KAPjf5qVMyzsQUz3Oov2Oh5lJAzKuiYJter0M2ACaoR8LypDgamcQb3i3Eb9jwX+of38V9Q0dhZqens8qh0OoETp9soZFpiPJAshJgMjtRf4WCHEz7XNHgMekFK+jZopTEZlK/ibj6oNGBoyXRFHpjpZBVyDStfzKir/5KmoG8r/UDqIBCnlH4QQ4aa3muGOUA77dwNfot4Ct6CmJI6SUtYItYx9v5TybiFEpNS0NQbuI1R6kNv5MeHyTOBPUsps7fO3UNNnLwshZkhNsK99Niw1Tc4gVFqj81Cro18QQnyL8hB7AfUgBTXNfhHwd6nsG4adVtSEEGIZyl/xM9Qq3f8DPpZS/kcIcRrqxeAsIB3YLTWx9VBrL6FyFl+PWj35Z+BvwNdSyqeEECegFi+cgVr0tVdqK++HWju4gvm5a/ez36Cuvc9Rcot3UCauC4QQ4Shj3J8CP0gp68zK8dn9zAjIdECo5Mg3oRx8O0xz90KlrfgX6o3mMtQqtCDgaJSOLBYIlVLm+aLevkYoUfPNKN+gXCnl20J5wzyOEpH3oW5Ex6JGxlKklL8UStw7WUr5iY+qPqgRQpyNlhNRSlkklIXAo6jpyB9Qy+ZP1P62U0r5sBDieGCKNFId2cSkm9NGC0NRTt5jUf35EpQZ53bgTyit2O2oEY4LpZkdwXDBor1AyTUmoNrnfFQffQ41xfsgKgVaKnCFeSAGg1tba94O2hTl/ajzvA+lL25HPUf+jmqHlahA7FfmgRgM7nZwF2sBlBDiGuAcKeUi7ZnyOuql52pU20YArwH/ltoKfH94sTQCMg8RQqxDDa2/gBoF24gSnn6DEqG3AquAjVLKN7Uh1DNQruZ7fFJpP0AIcTnq7eRJlIbuZ6gRsQ+Ac1GjCDmoUZlnhBBBqCH6tdIsRZSB8wghclDBVjPKg2cBKuj6GjWS+xnqe2iQUv5aCDENTSRsqREzsI5QbunBUsp6IcQjQKSU8mIhxGhUzsDlKIPiJaiXkL+b7TssRjdE/xVvoUCiVLk3fwecK6Wcp+mmvka9GExFeUHtk1L+xWcV1xmLEZ0glEA/XwsmLpVSzhLKAPYblH4uBdUOBZoOysAMIcRK1D3tn6gVt9ehnrtfCSF+BdSjntFHAQeklPu1/fzmujMCMg8RymbhMynlX7XfE1FR+H9Rw6XxqKXJ01FD7feh8tINW9GzEGIMcA/wqZTyae1v6SjjxxCU6eF8lFZpKiqJ65+Abmn4ibmFJoB+EDXidZf2txWowKAe9da4BhWQ7QVOkFK+IoRIl1Lmmr29+83Ny9doo4b7pZYPUQjxC9RI2Psog8lPUdNNt0kpdwuViuUPUjOWNCtnWKxIFSr103dSOewjVELw36HkG91SyjuEEB8Df9ZGy/+GyiO42SJ4GdTtpbXD9/LHlHeno6YnP0FpjG8XQnwAPCalfFUI8TDwrFQpyIZMO7iLNqhxISqoekb72x2oZ+zHqNWmm1HPkeOBW1Avnvebz6oICxsaf8AQ9buJ+HH1yh9RK11iAaTKO7kf9aC7B6WBuh+1hP2fUspDFsP0ww7tgfQhMEaoNBWgtEsHUHq7/6GWdm8EbgPeklK2GMGY+0gpS1EjYIeEEBO1P/+ACr4kyq7iTdR0+keoBShIKXO1/y1F/8MWs2t/NioAQyin/QWorAXFqJEM0+jGk0KIZ1Ci/iazckzTTEP6oSpU6p63Uat17xRCzNc+Wg38BDVqcYpQidT/CvxDC14TUQseDiei134elO0lVGq8t1DtcJc2Yg1qxOYi1CzLydrL6UPAY1pQOhH1TDncDlpgNijbwROEENeh0hc1AL8RKi8xKKuja1EzK6uBEtRMlUDpEF+zlLhIKfv87X5mBGQuIMxWPUq1gkNIKbejdCFXmW36LqpTVEsp7wfukFL+RCrD12E712/BuygbixlCiFFSLYYYCSyRUm5C3ZAekVKeJKX83of1HJQIC7sF7cf/oobyZwghQqVaDBGLmip5GjV93IDKDfg4BlYx05m8DswSyvV7NErz9CBqmu0GoAj18NiKGhH5iTSzZBkO9wChLBnWAd9KKY9G6ULnCs09HqUbuwVlZ3NIqpRQL6NWVZ8upaw3lTWY20sIMQ7VDlu0dugEsjV9UxMq08UdKK1soZTyHZR+rktKeZqUstZUltQY8JPwDxaggquNqAGPRdpzeR4qoI1AGQf3otK2PQfskFL+H/i/DYhfV85fsHwzE0Kkah+FaP/fB6zQdCKgTVuYbr5Synxtv2GVVFkoL6srzX6fJX5c3t4MfIFaLTVK2yQBtSLG9PZiBGJuIISYgwoKED/m/ENKeRA1IjYLJTYHFURUaJ8XSCn/LpVJqXFvMMOyPYRK2fVX1MP0JpTTdywqoP05Snh9FyoAeQ1YPRzbVEpZghqZPSiUr1gsMElK2QhUowKT64BpwN+FSlb/EHCaMEv+PNiRSvf6KbDfoh2aULMC3aiALRV4XKgFTxtRI2ajrJc6fDC7du4BjhNCHItaFBOHMnl9HJXuaDNKQ/YHVOaQnUCHEOJE8H8bEEND5gLaXP9ZwHIp5UTtb8FSym5NNHgOysBwP/BHKWWN72rre4RyJL8Tldx2FTBb00eYi3qvQ3nAzODHvJNVtso0sI34cbVWEMoqZAdqdObPqADsZFQQfBYqVdcslL3FdVLKLWblGDoxDWF9BVcQ6mF5u1Q2LM+gUkrVoV4wzkAtVLlTStkolHD9ZNSUcPdQbluLa9uU+3QyagRsDeqFIBg1WtuLGkX8Jart7pQ/rp48GzWK3jpY28tMd2lqh0moLBdHoZ4RAiXP6AIKUG3UgGoH0+rJs1ALnZoHazu4i6VGzqw9f4+yj7ob5eO3DpU+qwY1vVsnpXxF2ycAiB0sz2IjILOBlc6wGiW8vBxlxfCllPKPpoBM2+YulN7pO+33Yfdgs3yACbUKNRr1Fvil6cEvfkzyOh21xP1/UsqPfVLpQY7FQ9B003oGyJZSpmt/fwXIk1LeJIQ4GjU1shX14jDstCiOEGrhSbv8UYBuWqH6Lmpq99/AJinl40KINagA7RgpZZlQRtDl2n7D5h6gjcxOkFK+pY3M1pvOXSgPsUXA71GpkFagzF4XoZ5Dtdp2/bwcBxtCWfIkSSm/0H6PkVI2mH1+Mmql7c2ogGw5ytZjKdArNT+swd4OnmB5zQghUqVafRoqpezUprtfA86TUlYKIWaiFn5tk1L+12y/QbfowQjILDDvDEIlIR0jpcwTKu3RQinlFZou4ivt9zJhlvzbrByfe5r4Cm1I/mgp5RtCrTq9HeUl9ktgl1QCcwOd0Yblz0YFC18BL6Kc3z8UZga62hR8pFmwMehuXN5ECDEF9eL1Nmq6bR1qkc7/oaZHAlCeUP9FTU+eihppvFZKWaCVMWy0ok6MzJ6CkiKchRLpvyulbBBCzJJmieiHwj1TCHEMypD0FNQ9LweV6Ltba6Mo1Cr8AuC/Usq6odgOeuBgRupylFH4Wp9WUmeGnabBFpY3UCHE+aiVfrcIIX4LvAWMFUJM1nQRecBvtd27rZQzLC4o09y+6byFWvXyAXCO1m7h2u9dqCmyW4QQG4SyYTBwE9FftD9SCPFHlH/bRyifqxWoB8FNQq2qXCyECDe9cEgpm4WGEYz1Ryobi0JUrrsE1NRamFRpVu5BCYvDUAt5foJKaH2aKRjTypBDPRgTP6bnMZma9qCCsWwp5QPa+T+C0krtRQVp04AR2n47zMsbrPdM0V8b+AmwCzXqH46aFejQ2ihAKs3YFoZgO3iCsEgTqM1I/RI1orpTm6Y8jJTyMaBEGy0bMgz7ETItkBAW02ynoUSBZ6IEz/ei3pZjUDnnwlBvx2uBi+UwNXg1H1Y3e3M5E+UFMxvltv848AbKb2gbagXVKNOUjoFrWExPhqGmPSJQfbRMKo3eAlRmiCtQLw2LUJ5G/7VR7LDGju7ppyjN3WbUasDnpZT/FUJcApwppTzZYkR9WI40ujgyO1ILSoYEFt9/ilQGt5moKck04OdSyp1W9osaSu3gLnrNSA0Vhn1AZkIoD5yfAM+gAq4rUIavL2jR+sWo6Ykk1MhiKWo10G3DJbgw0ydtBJ6UUm4TasXpOpQPzPNALspT50zUNMUElM9QPRAkpdzsk8oPcrRA912p5TsVQvwS9RDcxI/J6U8H/ialPCCUUWKLlPL+4axHcYQD3dP5qNRGr6Ku+yuBs7RrYIr80RB2OE1PmgevI1GeWkkoX8HZ2v9NKMH1xUAG6j7QYdauQ0pXJ5Rv2O9Ro6l/RwXxa1E2Fn9FrajMQ5m71prtN6TawRWs6MTOR40456Fe3P+FSqh+vZTyoBDifyiN2DqLIG5ITe8OyylLceQS9hNQgVgoagRsNWokZ5ZQ4t5PUKtipqHm/tNRiUp3DaNgLAAVXIES6J+m/fxn1E14D2o0Jh3lL/Y4yiBzFGqF0DYjGHMds766HGVCjDYFORe1mg/UVGUHKhg+T/vb34CnAaRaPDEsr3VbmE2R7AT+KNQiiJ9qnyUI5bq/BXVPmKdttw016oEW9B4OxIb6g9VserJPCBEmVHLmEJT/2kEp5b9RPlBnoUYUP0AFI4FSynbz9hnMbSVUKiNLzgH+gwpOLwYWA68AL6H60COoROi15jsN5nZwF00lEWARjJ2Geqn/CUq7mQxko17w/yqE+ATVn1YIITIt+tKQCcZgmI2QWYnKz0WJTg8AY6WUTwi1mup41LTbcqBRquTK5lH5dCDfNFox1BEqP9+dqDY6XygjzJWoJduLUcHqb1FGmY+hBK0XopKG3yyV55CBBwglNH8OFXxFoTQqAcBk1Oq//aib2Argcamt7BrOb+HWEK6vSD0Z1a6PDZeXL3OG+8isWR85F5V/2LQQ5kLUatGXUcm/c1AjYi2oUZ4XUCOHYVLK531SeT/GmJGyzrB5axZCLEYFWAghxgkhngTmoEa6JgAjtLfAXaj8k1tRF9uLcDhlhektcfdwCMaEEJOFEBM1DUg9kCSEWI56Mw5GGe8dhbpwfo4KyC5EjZj9REp5pRGMuY6VEdxrUHq8ctSUyA7UAokW1NTIapRGb5+U8k/SbJm9EYz1xywYOxGV0ugoVFqz/ULZgYDShd6k/fw28IA0s7EY6Dr7AmNk9jAm8++jUasnEUK8hBo1jUZddwna739GpXqbhHrRf8sIxowZKVcI8nUFvIkQIgV103gGddP4QgjxA2r5ehfq7eWANgz9C5QQMxk15x8gtTx+Joba8KgTrABShRAvowS7i1HJvhtQS7rfQHkJLUAZHs7GbHTGwDVMozey/wKTaFT7XiClbBFCfIYS6d+Fegi8BexGmUk2aPsYo2JmONA9nYB6ubgXuFsIkQtkCCHMdU9NpjYdLu1q1gcfBp4TapFDFCrd0R/oPzIbgJpOipE/Grua2mtQ3jO1Z8KVqHyaN6CeIcu1Z8onqADiT9rmoag2uEb7/W4p5edmZQ3L69GyD1jMSP3dYkaqFzXSeI42I/VHsxmpfOCE4TAIMtjfXmwilOXCk6gvuhm1xLgamCql/Az1JjNTCJEk1ZLsDSin+C1SyjONkR0AnkIlR78eNTXxKtCKckcOBq6RUr6Heph9KqU8Wkr5kq8qO9gxu3EtEEK8IIQ4wawfnqb9vxH4j5Tyc6nyuf1CSvlbqXydho243BkM3ZNrGCOzhzVO4aiUV0lAjlCrJntRo4HJKEnGi8B7UspLUJrZf6MyXhxrCsaG8/VozEi5x5ANyFCro66XUt4vpWyUUh5CDbV3CGXEVwG8j5r3R0pZJqX8j5TyUTjSF2U4IqXslVK+CXyPmoooByqklF+hRPypQoipUspuKeVbvqzrYMXUz7QHQbBQORJvQgUH2drvdwO/1h4MU4F8IcQk7Q20WNt3WL6FW0MIcaYQItwswP0l6kGwDvVQeBqIEmql5HcofcpvpJT3oewshpU9iHngavY385HZU1CBrGlktg41MjsFpa1r0PYZCtO516P0TLGoAAGUPiwOFYAeRKXA+gzoEUK8jxL1N0spd8GP1/Rwux6FEClCiBuFsqnIBR4VQjyN6ieHZ6RQbTcJNSO1ETUKGSClzDWNsMKwnJEamgGZUP5M7cDpQoizhBAfaCNmI1F+Qrdpc9UfAI1CiBGWZchh6CdkCynlg6ib8HXAKu3PfwQul1Lm+axiQwCzfhar/T8GZb3wT+BZVI7PBtQo5Dq1i1wpVSJwU9LwYTOVZg9D9+QexshsPx5FzQLcBHyLSgjei0oenwhcKaX8G2okZy5wk5Ty99Js8cJwfHYYM1L6MGRXWQohMlBvNHOBH1DTbJdLKY8TQvwLGIdKdTIsTV1dRXvruR6lHcscjjcdPTCNZJn9fyZKv7gb9YLQgJpCe0VK+Y1QSeszpJRXi/5GvMPShNQZhLEi1SHix3RHAqUlvgK1cvpt1OxCI0pj9wRKeH0KcBzKGqTQ1IdhyARih9Fe6DegArN3UaODX6FsGMagFiwdNNv+CHPx4YYQ4gHgBW3E2fS3OJTM5Sop5Q4hxA1AupTyp1b2N+5nDOGAzBJtFOw2KeUNQohRUsp6s8+GlLmct9CmMdqklkzdwDUs+5l2438YNQ10tPbvEdTLwjxU8BAJxMthmCPRGay06TWowCIAlcHgWFRWjW9QU78/RwVph6fahjPaQ7MJlW82UUp5qVAC/htR4v35qFyd+6SU631W0QFGKKufV1CjPB9KKZ8SygIlVkr5lNl2wyaIt4V2H7sFZQPyAypLyHuoYGwWyij8ClSgfzHweyllq29q698M6YBMqGS3IahM8D8HtqN0ZcM61YmB7xAqPcjJqOmQPlS+tk6UXudOKeUXQogZwInAc1LKYl/V1Z+x9hKlvTA8Clwmf1yRejMgUAHu8QzTFanGyKzrCLUC8DZgltSSWxtYx5iR0ochHZABCCFWom48f5NSfunb2hgMJ6yM3pyKGm3oQq0sWo+aBq7W/j8OFZhtkFJWDXyNBx9C5e28DnhKSvmuEOI/KCPTZ4QQZwAbpZRJ2rZJpgB3uARiYIzMeoJQBqYxUsrvLYNaX9fNnzFmpNxjOARk/d7ojM5gMBBYeQhORGly1ksp/6WNQHSjVvhNRQnR64B7zB+Cxo3/Rwzdk/sYI7OeYVyLjjFmpDxnyAdkJoxAzMDbaHqccVLKndrvGagpjy9Qq7JOB2Zo00ChwGvAuVLKJiHEZJNQ2Lj528fQPdnHGJk18BXGjJRnDJuAzMDAmwhlJnkakIXytotA5V77O8pM8hcoy5D3UCmmIlCZD66QZulAjBeHHzF0T65jjMwa+BJjRsozhpXfjoGBt5DKSfpb1DTQctS1FY7Kd3c28JF2o3oM5X9VhjLdLLcox7h5cfhGfthnTdM9HYdawbUHNQ0ZgnLYP0ObinwGeFDbp0doDPVgTAgRJ4SYCYezEmQIIZ4TQlyJ8lz7M8oQF9R07hnAl1LKh1BTSr+QUhYM1+lcA/0wXWvCitmwgWOGdC5LAwNvYWX0ZhEqnyeo0a9clKbpdinlPO0heY2UcqMQ4hyU+Wur+UiOwY9ogUUM/XVPDaiAzFL3lAJM1HRPzWZlDPnAQhuZPQbIEkKYRmZvQa02TUZZN6wC3tMCtAjUS8MIoMlsmtwYyTDQDaMvuYcxQmZg4CJaEHV49Eb785Uov6v1qCmgY1GjNXlCiPtRq9hMWQ3+BZypPQSNYAyreRRPRY3sLAHuAUahAq9Y1AhPghDiT0CVlHL9cBWhGyOzBgZDByMgMzBwEiHEaXB4OixICPFTIcQK7eNi4Acp5W7UlNosVLqVXwPvSClXSynf1fb/r5TyZ8ZDUGFD97Qe+FxKeTnwETAbNd22D5X0/ljgUZMI3TTdNtQxnafZ/4tQixtSgDWoETDTyOzJwIvayOwrqGDs8MisD6pvYGBgByMgMzBwAqGcuy8UQhwvhJiDyu23BLhTqLRS3cBqbZptDBADpEopa6WUm7Qyhn3CehOG7sl1jJFZA4OhjbHK0sDASbQl3b8BpgD/kFI+JIS4GpUy5H1gGbAWqAD+IM3y3Rn8iLEi1TWEEKdJKV/Xfg4CLgTypZSfCiHuAZ6UUuZpI7hHowKyemCm6WXAwMDA/zFGyAwMnOdr4FOUXidZ+9s/gBxggpTy76i0PReYe4r5pKZ+jKF7ch5jZNbAYPhgBGQGBk4ipexEjdrsA5YJIVZLKduAF4AwbZt86Lfse9gPQRu6J/eRUrag0hxdBvwb2C+l/Dlq9eRaVN+TwMuo4PY2KeUHFmUMadsPA4OhghGQGRi4Rh7wDmo052pt2uw1KeWb5hsNh9EbZzB0T7pgjMwaGAwDjIDMwMAFtEDrU+CfwF1G4GUdY0WqfhgjswYGw4NhNwVgYOApUspS1OiOgRXMdE+dqAUOP0MFDpcIIc7nR91TFf11Tx8Am7Qyhk26IycxjczOR43MbpJSvma50XAOXA0MBjvGKksDAzcxcv7ZxliRqj9CiPHABcD/pJQ/+Lo+BgYG+mIEZAYGBrojhAhFpZK6APhMSvlbIUQEylPsCSnlB0KIVNNUm7aPEeAaGBgMWwwNmYGBge4YuifvYQj2DQyGJsYImYGBgVfQAq1zURYXe4AzDI2TgYGBgXUMUb+BgYFX0FIimVak/s8IxgwMDAxsY4yQGRgYGBgYGBj4GENDZmBg4HUM3ZOBgYGBfYwRMgMDAwMDAwMDH2OMkBkYGBgYGBgY+BgjIDMwMDAwMDAw8DFGQGZgYGBgYGBg4GOMgMzAYAgghOgVQmwTQuwSQrykueI7u2+WEOIEF493ihDiRhuftbhSlsW+lwghxpn9/g8hRKb281ohxF4hxCdCiGwhxF/cPMY15u0jhHhXCBHjbp2dON5oIcS3QoitQohl3jqOXmjfwV/d3DdGCHGF3nUyMBgOGAGZgcHQoF1KmSWlnAF0AZc7s5MQIgjIAlwKyKSUb0op73O5lo65BDgckEkpfy6l3KP9+jPgCinlKinlZinl1W4e4xrgcEAmpTxBStngZlnOcBSQK6WcI6X83NZGQohAL9ZhoIgBjIDMwMANjIDMwGDo8TkwRQhxstnIzP+EEGMBhBC3CyEeF0J8APwbuBM4RxthO0cIsV8IMVrbNkAIcUAIEW9+APNRFCHEJCHE10KI74UQd1ls9zvt7zuEEHdof0vRRrr+TwixWwjxgRAiXAhxFpANPKvVJVwIsUkbDbsNWAo8JoS4XwixUgjxtlZepBDiX0KIndpxztT+/qgQYrN2DNOxr0YFfJ8IIT7R/lZoOj8hxG+1UcZdQohr7NXXstGFEMlCiI+0OnwkhEgSQmQBfwJOMJ2TxT6FQojbhBBfAGuFEMdobblFG+mM1La7TwixRyt7g/a3J4UQjwkhPhdC5AkhTtL+HmbWHluFEKvMvrNXhRDvad/xn8zq8VOtjE+BJWZ/Hy2EeEX7Dr8XQiwx60NPaN9PvtauAPcBk7Vzvd969zQwMLCKlNL4Z/wz/g3yf0CL9n8Q8AYqsfcofrS2+TnwgPbz7cAPQLj2+yXAX83K+gNwjfbzMcArVo53eB/gTeAi7ecrzepyDPA4IFAvf28Dy4EUoAfI0rZ7EbhA+3kTkG12nMO/W/y8Enhb+3k9sNFsn1Ha/7Ha/4HavrO03wuBeLPtC4F4YB6wExgBRAK7gTn26mvRJm8BF2s/Xwq8bq19LfYpBK7Xfo4HPgNGaL/fANwGxKJygpq+yxjt/ydR+UIDgDSgBJUn9DrgX9o26UCx9vdLgHwgWvu9CJgIJGrbjAZCgC/Nvtv/AEu1n5OAvWZ96CsgVKt3LRCstdUuX18Pxj/j32D8Z6ROMjAYGoQLIbZpP3+OSlc0DXhBCJGIetAWmG3/ppSy3UZZT6CCuo2owOJfDo69BDhT+/lpVIAEKiA7Btiq/R6JChyKgQIppam+P6Ae5O6yBpUzEwApZb3249lCiMtQQWoikAnssFPOUuA1KWUrgBDiVWAZKuB0pr6LgDO0n59GjYw5wwva/wu1On4plI9uCPA10AR0AP8QQryDCmxNvChVSqr9Qoh8VAC2FHgYQEqZK4QoAqZq238kpWzUzm8PkIwKqDZJKau1v79gtv0aIFP86OsbJYQYqf38jlRJ5DuFEFXAWCfP18DAwApGQGZgMDRol1Jmmf9BCPEw8Gcp5ZtCiJWoUQ0TrbYKklIeEkJUCiFWAzn8f3t3zxpFFIVx/P8oNkoMQbCx8Y3UKaIgNmpnp0VQETFaKYoi+AEsBEs7QUmRQhAxlQSDURCjMVEhGt8gH0BsFBEbLcKxuHdxspvdmURhJD6/armZmXP37sIe7jkzgaMV4i/2hGkBVyLietO8NgM/C0PzQEsJcAnUHF/SFuAisCMivkoaJu0KlV2nneXMt+pTtxufhYAHEXGkZWLSTlIv2mHgLLCvTYxgae+j8RvQbq6rgF3NyXtO0Npdy8yWwT1kZitXN/Axvz7e4bjvQFfT2BBwk7QDM18SZ5LfO1TF5O0+cLLQB7VJ0saSay02lzLjpCSFHKcHWE9KdL4p9c7trxBjAjggaa2kdcBB0m5jVc9YuA5Pl3AuwDSwW9J2gDyP3rx+3RFxj3RDQl/hnAGlPr9twFZSaXMix0dSL6nUONch7nNgj6QNktYAA4W/Na9tH50t5/MzM5yQma1kl4A7kp4Anzsc94hUlnot6VAeu0sqMZaVKwHOA2ckvSQlgQBExDipB2lK0ltghPIf62FS435LA3wHl4Ge3Ig/C+yNiFlSqfQ9qQQ7WTj+BjDWaOovzHcmx39BSlKGIuIV1Z0DTkh6AxwjrUtluWQ4CNzK15gmlSC7gNE89hi4UDhtLo+NAaci4gdwDVid1/w2MJhLi+3ifiJ9V6aAh8BM03vqzzcTfKDk7t2I+EIqub5rNPUXSulm1oH/l6WZtZDUD1yNiH/+uVn/q1yGHY2IkbrnYmZ/zjV/M1tA6YGvp6nWO2ZmZn+Bd8jMzMzMauYeMjMzM7OaOSEzMzMzq5kTMjMzM7OaOSEzMzMzq5kTMjMzM7OaOSEzMzMzq9kvUJDC5rrjJHEAAAAASUVORK5CYII=\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": "3.8.6rc1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
