{
 "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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WsNrtEIpFw/RjNTOn9ydk3AhZUqLrIAMAKRZxOrIEOBwOgM8DOTAzEOv4E8uksDsd8Pv9ee5tcriEjCV+9ON7IFUqsHvrDuzaugMypQLrt28G8OW89vcWXoU/PLUdTU1Nee5tYWN3OiAcWG3Epyg4Of0JI5xOJ/gRI2Trt2/GJ++8j59/9258+MGH2LNnTx57xzGSsTkdEEnEg8fcirlfxSfvvI/12zdDKBLBxiUVSTFZLRBLh4rTSQkn7E+E2WyGUPFlzFY/shZ7n3oWy2YuxEubnkTjidO4efIF2PPiTnzxxRd57CkzuFqWLBHkEdi4+zmUja0c9ll4Xvs3e5/H9rWPYfny5Th+/HgeelkcOFxOqEX9CRklouBwOvPco+LA4XQO2oUAXxa272nrAN2s5Qrbc2QNm90ORU0FyqrGYMuB3UM+sxpN0HIjZEmxWK2YGrVaUCDhRsgSYTabQcm+jNnOJ7Zh+f134+OD76G3tRMiqRjXrroVbz3/Cn74wx/ixIkTeextcrgRMhagaRq6Pj0UJcqYn0fOay+8+gqcOnUqxz0sLpwu16DbPCUSweHiEjIm2B0OCMXCYe8LxSJYHdxFnSN72BxfjmpHI5KIYed0UAnx+/3w+LygRFHF2aUimDnvyrgYozzIwvfatoYmeD0eWIwmLL1zFRx2B+rr6/PYU2ZwCRkLOJ1O+BEaVlg3TOS8du1nxzBlypQc97C4cDidgxd3oUgIO/d0zQiLwwZRjFqqIrGYG2XkyCo2hx0iSWxzTkokgtvnQTAYzHGvige73Q5SIgZBEEPeF8tkMFo478p46I2GId6f4Xtt9YypEIpEUGnUOPDCLshLlJg0aVIee8oMLiFjAYPBAIlyeKX5MJG6ioYvTuDeNT/JYe+Ki1AoBI/PO+inJRRzI2RMsTnsMR8KwiMUXE1QjmwQCATg8/sGhdXREAQBUiiEk3soiIvVagUlHX7uSmRSGK1cQhYPnbFvcIUl8OW9trW+EX6/D0adHru37oBMocD37/pBHnvKDE5DxgIGgwGUIr5TcFjLAwC6zm44T7fmqmtFh8fjAZ8UDBaK7Z+y5ET9TLDZ7VDHGCHjCwQAj4DH44E4ziguB0e6OJ1OkGLRsNGdSEixCE6nEwpF/AfX0YzNZgMZ49yVyGXo5Kq7xMVgMqFcMWfwdeS9NhKz3oCeT2pz2LP04EbIWKC7txeSOPqxaJSaEnRre7nRijhElmABAKFIxE23McRmt0MkjT1tREpE3AgFR1aw2+1DajDGghSLOD+tBFgsFlCy2CNkFpsNoVAoD70qbAKBAKwOGyRyWdJtpQo5+ozGgr/vcgkZC3TpeqHQlDDaViSRwE+HuItTHKLL/5BCCl6/j9OfJGFQFCwcLuoHAErMGUxyZAeHwwFBkoRMIBZyqwUTYDCbII6RWPAFAvApAXfuxsBqtYISiwdnUxJBiYQIgi54T0suIWOB0/Vn8Ns1Dw2pn5UIiVoJvZ4ziI2Fy+WCzW4frEf24E2r4HQ6C/5EyjdOpxNUDFFwGIFYyF3UObJCvyBdFLOOYBguIUuMwWxCV3Mrbp21EDdWz8Wtsxbi1OGjAAChTAqr1ZrnHhYeVqs1YVHxaIQyScHHkUvIMsThcOCNvftx2ZKrh9TPSoSoRAGtVpujHhYXLpcLb+7cPaQe2bt/PcAVJ06C3W4HmWCUgs/dEDmyhM1uh0AsillHMIxQIoa5wG+G+aTPZMTvH92I2QvmY9fnhzB7wXxsvGMNAICSSWDhrC+GYbVaQcZYCBEPoUxa8HHkErIM0el0MOj0uH718iH1sxIh15Sgs7cnRz0sLtxuN7Sd3UPqkel7tdwIWRLCy+bjIZSKYbFactchjlGD0WKGRC6NWUcwjEQu41YLxoGmaRjNJnjdHqzduhEKdQnWbt0Ij6v/mkfKxDBzwv5hmC0WUHE0s7EQSEXcCNlIR6vVonLi+GH1sxKhKlWjvSfxtOZoxe50YEz10HhWjKviErIk2O12CCTxR8jEUilMBX4x4ihOTBYzxFJJzDqCYSQyKczcA0FMnE4nwOdDJBFj27oNsJnM2LZuw6CnoEQuQ5+pOIpj55J+3V0KU5ZSMcwF7unGJWQZ0tbVhe89+gAOvXkQt866BC9t2gaf1zdMRxapr3j8rgdw9mwjAoFAnnpduDicTtzw/e8M1iPb+9SzuOrWm7gpyySYLRZQiRIymYQboeDICiarFWKZLGYdyzCcwWl8zGYzRAoZNry4HaePHMOqCxbj9JFj2PDidgCAVKmAzmjIcy8LD5PFDImMeUJWDMcgl5BlSFtXO6bNPR8URWH1w2uxv+5TLL55yTAdWaS+4tIlV+Pdv73NCftjYHc58c7L+7D8/ruxv/4wlt9/N/71l7e4EbIkGJNcnCQyGUwFrp/gKD7C021SuWzQA+qvjcew5cBuVE4YN7idWCqB0+XiHkJj0F+PUYLzF16EfXWH8VbbCeyrO4zzF14EAJApFejjErJhmCwWiGXJLS/CSGRSGAv8GsgZw2aA1+uF3mzCbE0JWurP4jd7nx/UT+za+syQbaM/f+W3T6Onpwdjx47NU+8LE4fTie6W1iFalFd+u52rhZcEg8UEaVX80iASmRQWqxU0TSc08BytBAIB7PvL63D7vDE/nz55Ci5bdGmOe1X4eDweBOkQKFFsu5UwBEGAkvavctNoNDnqXXFgMBoTGotLFXKYrBYEg0Hw+fwc9qywsdismCZjriETy6ToshW2bIMbIcuA3t5eSNRK8Hi8hPoJAMM+HzupGm2dHXnqeeHicDkxYdqUIbGqqpkIO1c+KSEmiyWhQaKAJEGQfM4cNg4mkwnHmurgG6sa9p9Zzsd/jx7JdxcLEqvVCiHDm2Ix2A7kA51haD3GaPh8Pkhx4QvSc0m8YuyJEEulsNpsBW0OyyVkGdDV1QVxab8hbCL9RKzPf7LpZ2juaMtDrwsbp8uF+377yyGxuuOxdVw9ywSEQiFYbLbBKct4flCcn1F8LBYLJColxk2ZNOy/6pnTYDCZ8t3FgsRsNkPIwCkd4Owb4qEz6CFXxa70Ej6Xt/3iN/j617+OlpaWHPeuMHE4HIPF2BP530VCUiRoon9mq1Dhpiwz4Fx7K0oqygDEr6EVJvrzYDCI/3z+Gnw+HygqdlHe0YjT5cJXpkweEittZxcc9dxoYjwcDgf4lKC/ZiW+1Cv+Zu/zOPjya9iy5iFsObAblFQMq9WKqqqqPPe48LBYLDGLOwMAJRTCHwrC7XZztUCjMJlMIOXMRsgouZTTQsVAa9BjbMmFMT8Ln8vL7r4T1jPNWLFiBY4c4UZrHQ7HYLmueNe7WJASEex2O0QpjKzlEm6ELE1omkZzRzs0leVpfZ/P50OiVqK7u5vlnhUvgUAAgWAAAnLoc4JQKIKTW2UZF4vFAlHEKEU8PyhSJuH8jOJgNBkhjKPjIQgCQnnhm0rmgz6jkbH1gEypgN7Ql+UeFRcejwdur3fQ4iKa8LmsLNfg8q99DbW1tbntYIESLmgPxL/exYISiQp6xT6XkKWJ1WqFw+uBTKlIuw1JmQbtHdzITxiPxwM+RQ0TnZNCCi5ulWVcoh2r4+kZRTIpN/UWB63RAFkCHY9QLuWS2RhoE0y3RSNXKaDlErIhGAwGSFSKuAttwueyUCzC3n2vYd68ebntYIHidDohEPXPLCXTb0fCFwkLWkfLJWRp0tnZCXmFJqMVa5qx5WhsbWaxV8WN2+0GKRo+fSsUcSNkiTCZTKAipo3i6RllCjn6zJzBZCz6TEZIEzxcCaTc6GIsevv0kJeoGG0rUymh7esraFF1rjEajRAq4mvwwufyuqUrcfjwYezZsyeHvStcHA4H+AP3imT67UgEIqqga/pyGrI0aW5thawis+XbpWMqceyj45wVwQButxsC4fCETECR8AX83LLvOOhNRogjpizj6RmlCjm6Tp7LZdeKBoPRiJoEI2QShRR9Ri6ZjcTv98NisyZcIRiJUCQCzSPgcDgglzP7zkhH16cHFSMh03Z0Ycuah9BSfxY1M6fjmff/irp/fITx48fnoZeFh93pgN1iw/qlKwdj9MuX/4CdT2zDj79xE2pmTh9MzCLjuOR73+GmLEciDS1NKK8ak1EbYqkEtFAAnU7HUq+Km/4pS3LY+wRBQECR8Hg8eehV4aM3GhhNncuUChjNJm6EIgq32w1fMJBwCb1UoYDexAnSIzGZTBDKpeDxmN9GREo5DAYujmG6dVooNaph70cXav/d/Y9AKJfByD0UAABsDif2PPXskBhtvGPNsOL20XF8/ffPw1bAI2RcQpYGLpcLWpMBJeVlGbclqyxFW1tb5p0aAXg8HvDJ4QkZAAgoikvI4sA0ISOFFEI8FPQTYj7ot26QJhyllinl0HMrBIfQ19cHUYoaWqFKxiVkEfRoeyEvKRn2fiyhuljFJbNhHC4HelrbhsTI43IPi1l0HHtaOwraQolLyNKgvb0dsnJNSk+G8SgZU4GG5iYWelX8uN1u8GKMkAEAnyK58kkxCAaDsNisCU1hIxHJZTBxwv4hWCwWCJOsFORGF4ej0+sgVDEvXQMAEpUS3b29WepRcREMBtFnNkFRMnxRRCyhOqWUQafnZlMAwOV2Y/zUyUNiJJKIh8UsOo7jp0yC0124D6RcQpYG51qaIa/MfHQMACrGjUVD8znuQo/+hIwvjDNCJuRGyGJhtVpBikWMtXUUZ30xDJPJBDKJ23x/pQMB7HZ7jnpV+HRpe6FQDx/dSYRSU4IuHZeQAf2CfkomGfQPjCSWUF2pKUGnlosdAHR1dSLgD2Dnpm1YNusSHHrjIDa8uH1YzMJxXD7nMux96ll0nmvFr3/xy4I12OVE/WlwurEBYxbNZaUtiVyGIMmDVqvFmDGZadKKHbfHDTKGqB/oHyErZIflfGE2mxOu0oqGkktg5EbIhtBnNELCIIYihQxmsxkKRfpWNyOJjp4eVE+/KKXvqEo1+PzQZ9xCJgB6vT7ulG+shTnmPiM6Tx3NRdcKnj0v78LXb70JN/3wuzj48mv45J33cf7Ci2IuZtpyYDfWL12JRdddhUuXXIW/bNpRsAa7eRkhIwjiAYIgzhAEcZogiD0EQYgIglATBPE+QRBNA/+m9uiVI+x2O3RmIyv6sTDyMeU418zZXzjcblDC2EWK+ZyoPyZhYTVTpEoFdJwX1BB0xj5GGjyu9M+X+P1+GCwmxpYXYUQSMXyhIDfSCECr00KkYr7aVKFWoc9sQiAQyGKvigNdrxZLVq9gZAYLfKnJkykUmHPhVwrWYDfnCRlBEFUA7gMwn6bp2QD4AJYDeBjAv2iangrgXwOvC47W1lbIx5Sxoh8LoxlXibqmxAfUaMDpdoGMoyHjkQIuIYuBwWiI6zAfCxmXkA1DbzQyTMikMHCr3AD0j+6IlfKUbWgIgoBEreRWlgPo6O2BskzNeHs+nw+hXIq+vtF9/oZCIZSWl+G9Pa8zMoMFvtTkhYIhHP7vJwVrsJsvDZkAgJggCAEACYAeAEsB7Bz4fCeAm/LTtcTUNzWipKqS1TYrxlehqa1l1D/5uNxuWIzmmIVi+RQJVwGLMfNFr4HZ6E4YuUrJrRaMIBQKwWgxM/LSkirl0HGr3AAAWq0WopL0pm5FaiV6OGE/Onu6oSpNzctSXKKEXq/PUo+KA5/Ph2u/dRM+/fs/sWJAG9Zc15CwsHhYS7Z6wZU4e6YOr776ao57zYycJ2Q0TXcD2AKgA0AvACtN0/8AUEHTdO/ANr0A0isSmUVomsaps/WonMiuOZ9QJAKplKGzs5PVdosNl9uFFzf+dpiXDABQQgpOF7fKMhqdoQ9yJbPSNQAglklhdznh8/my2KviwWazQSCiYgqro5Eq5OjjvMgAAO1dnZCVpqcqUZZp0NY1ukvGeb1emGzWlEvviUoU6O4Z3fWPvV4v1BVl2HJgN2pmzcDy++/G3pMfD7lfRBPW5P218RhuveN2jBs3Lse9ZkY+pixL0D8aNgnAWABSgiBWpfD9uwiCOEYQxLFcD9329fXBQwczql8ZD8XYcjQ2NbLebjHhcnvQ0dQSuzC2UFjQy5XzAU3T6GM43RaGIAiI5DJupeUAZrMZQhnz4th9Jm7KEgBauzqhTlNHqy4vRVvX6H741Ov1kJQoU5a+lJRp0DbKEzKfzwc+2f8AlUph8TACAQm/35/tbqZFPqYsvwGglabpPpqm/QD+CmARAB1BEGMAYODfmOOyNE0/R9P0fJqm55eVsSesZ0LTuXOQjynLyuqgignjcPJsPevtFhMujwvVM6bGLBRLCSkuIYvC4XAAfF7clanxECk4L7IwFouFsQZPLJPC7nQU7MU8VwSDQXRpe6AqK03r+zKVEma7bVQbFGu1WojVzEe2w6jKStHR0zWqbZJ8Pt/giHYqhcXD8EhBwc4Q5CMh6wCwkCAICdGf2VwJoB7AWwBWD2yzGsCBPPQtIaca6lA2sSqjNrQdXf0aqakX4tZZC3Hz1AuxfulK+Hw+dPfpC7rwaTahaRoejxfrnnqi3zfm/Muwc/M2NJ44jVtnLUTLmQa4OVH/EPotL5gL+sMIZBIuIQPQ0tKC73znO9h49wMJ9SdheDwet9ISgE6nAymTxF2AkwwejwdpaQl6enpY7lnx0N7dCVmMkkmRDN4rIvS0YqkE3uDoXqXq9/vBG0jImBQWj46j3WbjErIwNE0fAfA6gM8BnBrow3MANgG4iiCIJgBXDbwuGPx+PxrbWlAxLrOELFxbq3rGNMxeMB+TZk7DouuuwpNrH4ViTBmaR6n9RSAQQAg0qmqqseXAbpAUiQu/dhl2fX4IsxfMx9M//Tmco/iJOhbhkj+pwhXK7mfFihX4yoUXYtO+PyfUn0QilElHfULW3d0NaZr6sTCSUhW6ukfv1FtbV2fSEcboOoxb1jwEgiAgKy1B7yheFOHz+cAj+1f3RmrDthzYjcoJw7Vh0XH82979BTvKnZdVljRN/5ym6Rk0Tc+mafq7NE17aZo20jR9JU3TUwf+LahH+Pb2dojUSlCi2D5ZTAnPebedbcLarRvR1tA0OPddMn4MzpxtYKnHxYXbPdQU1uNyY+3WjVCoS7B260Z43R64PJyoPxKD0QCKof4pErlKCa1hdK/UAoDa2lrMu+hClJSXMtafUHKu0kFLRzvk5amtDoxGVV6Kc+2tLPWouAgGg+jWaZOusIynjxKplaNa2O/3+8FLwW4lOo767l4uISt2GhrPQllVkXE74Tnv6ulTsW3dhkHNVM3M6aicMA4nz9YhFAqx0OPiwuPxgE99mZCJJGJsW7cBNpMZ29ZtgFAshourZTkEncEAqZK5sWQYmVIBPTdChnnz5uG9d98FSVGM9SdCmQTGUS7sP9fWitLKzK6FmsoKtHS0j0otVF9fH0hp8infePooVbkGraN4UYTf7wchYJ6QRcexYlxVwSZkXOkkhvzn44/w5lsH0NHUjHGTJ8Hv9aG7tR0EgIkzpuLRPz4Zc7g0mvXbN2PLmofQ1tAIAdm/2oNH8LB++2bIlAqESD56e3tRVZXZ1Gix4fF4IIioY7nhxe3YeMcarLpgMUQSMTa8uB3aE2cRCAQgYGBRMBroMxkhq6phvL22owtb1jyElrqz0JSV4js3fxtTpkzJYg8Lm1deeQWXf30x7rzsGtTMnD5MfzIYr/qzg59LFXLoDKM3IXO73eizmDC7lLmhaSykCjm8dBAWiwUlJQVZlCVr9PT0QKxJLugP3yt2bX1myPGpLi9D3dEz2e5mwdKvIWOekK3fvhmP3/UAXtq0DQSA8qoxaGlpwfTpyR/Acg03QsYAs9mM3S+/gq/ecA32nPgIDosVus5urFp3L1auuxcOi5WR/gSImPNuOo59dYfxRtPxIXPf8qrKUWl/4Xa7h4yQnb/wIuyrO4y32k5gX91hzLnkIpBcgfEh9JmMjAxNwwxqKU5+hGnnzcLy5cuz2LvCR61W47v3/iiu/iSWhkemVMAwikfIwvoxNiqVyMrUo9J7sb2zEzIGCW08fZRUIYfD4xq1wn6fzzco6mdC5YRxoIQUvvfwWuyr+xRzFl6EBx98MIs9TB8uIWPAuXPnYNDpcP3q5RCKxTAbjAj4/Vh65yosvXMVzAYjI/0JE8onjB2V9hdutxt8YeIhfIGIgpubtgTQvwjC5rBDnIKGLFJLseDKy3Hq1Kks9rDwsVgsCT3IYml4pAo5DOaCkrfmlLaOdkhSKPeTCGm5Gq3t7ay0VUw0d7ZBU5G+ZRNBEJCWqketsN/n84FIsWRX5Ll88VVXoLGxMAc9uISMAafP1mPc5EmD89AlpRoISBIHXtiFAy/sQkmphpH+hAnlVWPQ2tU56kaC+hOyxH5aAiE1qr2LIrFaraCkkpRGKiK1FLWfHce0adOy2MPCx2KxgJSK4n4eS8MjFIvh9noLdtl8tmlqbYFmDDtFVMrGjkFj2+haVR4MBtGt1abt4RZGrFGiqzuxTctIxevzQUCmlpBFnsvH/vNBwUo1uIQsCcFgEPXnmrD+6U2DficylRIV46uwa+sO7N66AzKVMqb/SSLi+ZEZenWQlmvQ2jq6ViA5nA4IBhKyWP47ACAQCrkRsgGsVitEKVpeRHr2NJw4iUcffTRLvSsOTBYzKJkk7uexPI4IgoBwlHqRhUIhNHe0o3RM5oubgH7X+W69Dl6vl5X2igGdTgdKIU3bwy1MSUUZzrW3sdOpIqGlpQULFizADddfjx2Pbhy8L8S7X0QSeS6fOfoFHinQax+njk5Cd3c3CKkQE6dPxZYDu1lrN6xPCYVCUJVqYDEaB3Uqd/7sQTQ0NmLmzJms7a/QsTkcEIr7RyvCsfnN3udx8OXXsGXNQ9hyYDf4QpIbIRugf3RHnNJ3wpoUAGg6eQZUMP7o0Gigz5hYgxcZr0goqQRWqxXl5QVXbjer6HQ6EGIKQnFqx108+AIBxGoluru7UVPDfHFKMdPV1QVJhh5uAKCpKMcXn3wBmqazUjmmEFmxYgVuueUW3Hv/Grz+z3cH7wvx7heRRJ7L9cdroRazM+3ONtwIWRLONZ+DYiz7F95EfmSVE8bjVOPo8iOzOb9MyOL57/BFFJxOZz67WTBYrFYIJOknVBKZdFRroQDAYDFBIpel/L3R6tbf0dEBaTm7NzJZhQZto2ikp7WzA3IWNHhimRS+UHBUHYe1tbW49957AYLA4puuG7wvpFrPUiAQwFugkgMuIUvC6cazKBvPvgVFIj8yVakaZqd9VJ1sNrsdooEn73j+O5RYBJtjdK4sisZkMack6I9GIpPBbLOy2KPiw2Q2p7RKNQwpFcNstbDfoQKnqbUFJZXsPpyqKyvQ2NrCapuFTHNHGzQsxJAgCEjL1KOq/NS8efOwY8cO2Gw2fHzwH4P3hVTrWQpIEp4CnSbnErIE+Hw+tHZ1omxsJetth+e02xoacfrIMbTWNw7RqSjGlqOlZfRcqKx2G0TSfj1PvPpkIokEFpstn90sGExWCyQZJGRimQTmUZTwRxMKhWCx29JKaqVyGQyjsBZoY2szSlm+FpaNrcC59rZRYYbt9XqhMxqg1LAzyigpLUF7ZwcrbRUDe/bsweuvv461P7kPtR99OnhfYFLPMhKSouD2FuaiOU5DloCOjg5ISlUQkP0CzEijyHE1kwAC6GpuHTTti/YximUsOcw8liAwYerkYZ+VVFXgbPM5XHDBBVn/nYWANWKELJ52RyQRw9I1ekuGhDl06BDW/Oge+Hy+QdPc8xdelPA70cfiuqc3we3zwu/3gyQzExgXI3a7HQIhBX6Ky+cBQCKXwdDZxn6nChir1Qq719NfdivGdQ1A8mtdBJFtlJWX45Zrr8fChQtz9XPyQk9PD6QaVcxjLtV7CwCUjqlAU93oWfxVU1ODI0eOYPPTT6LykjlQl6dnHSKguBGyoqS5pRmyyi+XJ0caRTqsNjgs1iGmkdHEMpZk8hkAlI8bi7pzjaOitIjP54M/GBhSyzIWIokE1lE+zQYA119/PcZXT8RzH72D2QvmY+Mda5J+J/p423rfw6DEolGrybPZbKCk8VdYJkIil8E4yupZdnR0QF6hAUEQMa9dya5n0URuP/uSi3DnnXfm6Jfkj86uLojjCPpTvbcA/Y79Hd3do2J0MRKPxzM4SAIkv5dGQ1Ik3AVaF5lLyBJQd64JZVVjBl9HigctBiPMBmNCIWEisWEyIaJMqYAr4INpFEyN2Gw2CKWSpKuFJHIpzFYuIXM6nVh87dUorxqDtVs3wuNKfnGJdbyRYhEcDkcOelx49Cdk6a0WlMiksNhso+pG2NzaCnlF/8NprGMpVWF15PZXLf9WwRp1sklLRxtU5bH9x1K9twAAJRKCLxGir68vm90uONxeD6iIh/dUjz2SouD2cCNkRYXf70dHT/cQAWakeFBVqkFJqSahkDCR2DCZEJEgCMgqStHRMfI1Ana7ndHNkRIK4QsGRq0pZxipVIp/HXwXDosV29ZtgEiSPHaxjjeBSDhqEzKr1QpBmgkZXyAAnxSMKguWs63nBvVjsY6lVIXVkdt/8dGnKK+sGPGzAS0d7XEF/aneW8JISkvQ1TV6DGJpmobL7QEZUWYv1WOPFArh8hTmucslZFGEzedkMhlee2UXDL26wc8ixYMypQIylXKYkDDSpM7n8+HQGwdjig2ZCBEVFRo0t418jYDNZoNAnNzCgSAIUFIxbKNc2P/KK6+gu70Dqy5YjNNHjmHDi9sBJDZIjHW8CUSjt/KByWKGMM2EDOi3vhgtx6HH40GvoQ8lA6M7sY6lVIXVkdsf+89H+Oa3lsI6gke/33nnHTzx819h5bzLceushTh1+OiQz5ncW2IhL1OjbRQJ+/1+P0D0PxSFSfXYo4QU3G5PQT4AcKL+KMLmc7/81a+w7aXnhpjMxRObRxJtUvfJO+/jr43Hhm3HpK2ysWNw9sPj6f+YIsFsNoOSMbs5CqVSWCwWlJZmVnqkmLngggvw4OaNWPita4e8n8ggMdbxpmvvGrWVD4wWMySl6a9SpST9DwZjx45lsVeFSXd3NyQRYvR4165UjLOj2zj6zr/Q0dEBlUqVcX8LkVtuuQUTp07GL3c9i23rNmDjHWuwr+7w4OdM7gex0FSW49yR02x2taBxu93DtMapxo4vEIAm+pM7ikqsW8413AhZFGHzuS5dL765clnKRcNTnc9OhLJUjT6racTfNPUmIyQM/aAomXhEP0kzweVyxaz7mbJBopCC3Tk6pyzNVivE0vQTMoFYOGpGyNo72iEt12R1H7IKzYguNO52u3HbfT+CQl3CWPfJBFWpBr163aiRcbjdbgiEwozbEQipgryvcglZFPPmzcMzzzyDxuZzOPbvj1IuGp7qfHYieDweJGrViDf/M5iZO6aTMgkMJmOWe1TYeDwe8IXDrSpSPfYokRCOUbrK0my1pOXSH4aUimEZJSt+G1tboGbZEDaa0jGVI7rQOCUU4sCfd8FmMjPWfTKBLxBApFJAq9Wy0l6h05+QZT6qVagJGTdlGcWePXtw66234osvvgApEiLg92P90pVJfXUA4NTho2g7ew6NJ07jpSeeRNXkavz8zzsGPx/0mqlrgIAk4ff7MXnWjIRtizUl6OruxuTJk1n9nYWEztCH6fNnMNpWplRAbxhdq4qi8Xq94McoTrx++2ZsWfMQdm19ZtC/aIi/0eRJAA10tfT7Gy1few88IlXuf0CeoWkaFrsd4jRtLwBALJXANAqMdUOhEM61t2HhovOzuh91eSlO6rTw+XwFN42UKTRN41srbsUbr+3HqgsWD3oHxuPU4aPYeMcaeFxuRj6DktISdHd3Y8KECdnofkHhcrkgEGV+fJAiYUHqZ7kRsihqamrwyiuvoHJ8FVbcfzf2nvyYkbcJAGy8Yw3mXHIRdn1+CPO//lUYe3VDEq2wxqd6xjTMXjAfk2ZOS9p2SYUGLZ0jdyg/EAjAarcxLmEjVymgHeUJmcfjASEY/iwV1lL8tfEYthzY3f860t/IYoXDahv063l58za4PIXpWJ1NXC4XeALeEGFwqohlUphGQfkkg8EAQkiyVlA8HuFC4yNxNsBsNmNsTTX21x/BW20nsK/ucMIEa+MdazB7wXzs+vwQI59BRZkarZ2dbHe7IHE6neCLMp+y5AsLsy4yl5DFoFfbC113b8paMI/LjbVbN8bVCSQqKB4PVakGnSPwIhXGYrGAlIjB4zE7FGUqJXQGQ0GukMkVbo8bAopZMhGpKzMbjLBE+Bt1NbfCPQoTMrvdDkqS/ugYAIilUlhGgZaxq6sLkrLYZqZsIylTo3MEJha9vb2QxDGEjUWy+0g06opytI6SyhF2hwMCNhIycWFa/nAJWQw6enswbnJ1ylowkUSMbes2xNUJJCooHg95iQpGq3nEijYNBgNESuZaHqFIhCDogjyZcoXX54eA4ehOpK6spFQDVYS/0YRpU+D1j8zjKhF2ux2kJLnNSiIkMgms9pEv6m/taIciy4L+MKryUjR3tOVkX7mks6sTErWK8fbJ7iPRKNQq6M0meAu0HBCbWGxWiDKwqwlDiUWw2e0s9IhduIQsBp09PViz+RcpeZsAwIYXt+P0kWPD/KHCJCooHg8ejwexSjFi3Zj7+vogVDKbrgz7bG3/zWZ89atfHVXF1yPx+r2Mp9vWb9+MQ28cxLJZl8Cg1cNmtmD5nMvwyTvv48e/eQz+EZroJ8LhcKSVkEX6vD26/AfQarUIBAJZ6GHhcK6jDZrK8iG//b5rl+G+a5bF9LsLk8gTL95npWMq0Nwx8uQZn33xOZ77xaak8brvmmW4cdI8eFxuHD/0cdz7SDR8Ph/iktEh7DdZLYxWRyc6/oABDWgBjnBzCVkUwWAQBrMRk8+fNUyPk4zzF16EfXWH4+oEBjU+Tcexr+4w3mg6zqhtoUIGg8GQ0e8qVHr0WshKlIy2DeuhHn5mCy6//HKsWLEiy70rTPx+P+OErHLCOFBCCt97eC32132K7zxwDybPmoEtB3Zj7KSJ8I3whCIWdrsdAnHq0x6RerxLr7sK/3j74IgeqfX7/dDq9VCVahJqEdmq4ytVyOHwuGAvwJGLdKFpGs8+swOXLklca3HLmofgsNqwat29WLX+J9BUlmPa3NlJ9WZhJJoS9Pb2ZuMnFBQWmxViWXK5QbL6lmKZFGabJUu9TB8uIYvCbDaDkkoGTRALAaFChr4RKmTv7O2BQs1MXxHWQykrSnHpV7+K2tra7HauQPEHg+DxmZ+68fzJeHw+/AF/trpZsFhsNlBpiNSj49jXqxtRyUM0Wq0WQpUcfIEgoRaRrTq+BEFAWqoeUYmFzWaDXqvDTT/4btJ4WQxGLL1zFZbeuQpmgzElD0t5aQnau0ee/i4as42Zf2AyT0axVAKzxZytbqYNl5BFYTKZUtI05QJ5iRK9el3yDYuMUCiEHp0OKo2a0fZhPZRYJsGre/dg3rx52e1ggRIKhcDjMX9giOdPxuMRo3JxhMVuhTgNHUp0HCvGVRXkSi226O7uhljdP3qdSIvIZh1fsUaJzq6Rk1hotVpUjBubVI9cM3M6VKUaHHhhFw68sAslpZqUPCxLyjRo6x7ZNS0DgQAcLmfatXsjkchkMFmtBXf94xKyKEwmE0hZ6nPUpw4fTThnHet7912zDPdduyxpGyPV6sFsNoMnJIeVwohHWIP3wJLlOHrkCF599dUs97AwCQQC4PGIpNuFj7XmugbsfepZrBjQjoU1iwSPh2AgmO3uFhwWuw2iNFZZRtfMW3bPnSN6yrK9u3NQ0D+k1qJKCZlSkVBfG95++ZzL8OqTf0DjyTO4cdI83HfNMqx+ZG1cfa6qvHREJRY9vb1Yvvbuwd976I2D8Pl8w67x67dvhkypwK6tO7B76w7IVEpGuuUwSo0avXodgsGRez7b7XZQYmYr8pPVt6REQgTpEDwFtsqcM4aNwmg2QcigrmJ03cCNd6zB8vvvjllHMN737rniJgA09pz4KGEbYplsRHoe6XQ6iBnqx4ChNcv+89K+UVvPMkTT4BHJE7JYdVUjj0kewUMwFMpmVwsSq80OTRqmsNE1805+crQgV2qxRVtXJyoW9hvCplovMLz9+qUrYdL34ZqVywAA7+5+HTuf2Ba3LXV5GeqOnsm88wVCV283qmdOH/y965euxKLrrsKS228bco2vnDAOT7+7P+39CEgSpFQMo9GI8vLsVlXIF1arFRTD85bJ8SqUSWG1WiHOssdeKnAjZFEYLWZIGZRUiZ6j9rjcjHzLIr9nMRhhjtBixGtDLJXA6XL1V7ofQXT39gxOiaSKRFMyKlYVxYNgkJAxqW3JpJ2RhtVug5CF0jUiiQjWEVrPMhAIoLevX9CfCS31Z2GO0EZZkmijpAo57G7niJkK7ujphjJCksFmreNoJCVK6PV61torNCwWCyh5Zv6BkVAyScHVReYSsigMZjMksuQJWfQctUgiZuRbFvk9VakGJRFajHhtEAQBSioZccWM27o6oUrT40isVqCnd+Qa5rIBm3VVRwp+vx8+vw8UCwWKRVIJLI6RdU6G6evrg1Auy6iaAdB/DJZEaKNUSbRRBEFAolZBpyt+zWwgEECf2QRFhAdZNs9JoUqBHu3IWRARjdFkYjxCxgRSJoHZXFjCfi4hG6ClpQULFizAT+9bi8d/9EBcDViY6DnqDS9uZ+RbNkSLoVRAJJHg1lmX4KVN26CprMChNw/GbIMSi0bMU2OY9u4ulJSVJvWMiYWqTIPWEST+ZYvIWPp8Phx6I/bxBKDgBK25wOl0ghSLWBkZFInFI3aETK/XQ1yiyLid9ds3Q6ZSYvfWHdi1dQdkSkVSbZRohHhqGY1GULKhK/aTaZsyQalRoVtX/HGLR5/JCIlCltb9IhYiuQQGk5HlXmYGpyEbYMWKFbjllluw4IqvwRL0xtWAhYk1R81EYxH9vfVLV2L1w2sHNQWfvPM+/tp4bNj3BAVaDDVd7HY7HF43pAo5fnH7PUO0TsliDwAl5WWoP1aXo94WFjwi/urIWLqxWMcTANBgpkUbSTidTlDizFz6w4gkYvSMsIekMD29PRCrM0/IKieMw9N/T00bJdeUoLO3O+N955v+KiRDY5iqFi8V5CUl6Dx5LittFwI6Qx9ksyfhtz/5acr3i1jIlUroegrL35MbIRugtrYWd911F2gCuOH7K1id208EU02BQFSYxVDTpaenB7JSNQiCSEtXIVMqYHc7R/Qqt3jweDzQccT4qcSSDoVS8jMbCTidzrRMYWMhlIhHbPmk9ijtUy5RlWrQOQLkCPq+PgiVyVfss4WiRIk+s2nErrTUGw2Qq5Ss6fCkSgV0fYWluRtdV+MEzJs3D9u3bwcIAu+8si9nehummgK+kITbnbjIbDHR1d0FsWa4xxFTXUXYRLJnBBdej0d/QhZ7hCyVWIZCNOOi7iMFp9MJPkOblWRQQiF8ft+ILJ/UrdPmLSFTlKjQo9MV/ZR6r14HmSq9RUvpwBcIIBCLYLFYcrbPXOHz+eBwuyCWSVnT4cmUCvSZjAV1nI2uq3EC9uzZgzfeeAO/37wVe596Fs1n6nHrrIW4eeqFQ+ap2Zi/jqxb1njyDF598g+47fxLsfepZ9FS1xCzXR5Jwu0ZOQlZc0c71BX9y7OT6SrixVxSqkLXCPIsYgqfz0coFPspOJVY/u/yO2GzFNYqo2zTryFjZ4SMIAiQI0xKAAAejwc2lwNSBbMas2xDiYQgKEHRJxan6+vw1IM/S/lewbRuaKzrokghg8lkytZPyhtffPEF9r+8G9+efhF8Xl9crXU0ie7XJEWCoMiCWmnJJWQD1NTU4K233kLF2DFYfv/dmDRzOmYvmI9JM6cNqYWVrEYWE4bULVt3LxQlSlAUheX33409Jz+O2S5JkXC5C8vELl1omkZLZzvUlf0J2WCNzzh1Q+PFXF1RjnPtbbnuft4h+QIEg7GnLFOJ5cXfWIw3X0vf+6gYsTvsEIjYScgAgByBi20MBgPESkVeLVFEKgX6+orbDPulPz2PS6/9Rsr3CqZ1Q2NdFymFDEZjYQnV2eCHP/whZs3/Cvac+AiLb14CiqIY1ZlOWtNSKS+oBJZLyCLwer3Q9/Riye23oe1sE9Zu3Yi2hqYh89RszF/HqluWzMdMQJLw+EZGQmY2m+GjQ5AwqIgAxI+5urIczR1tBTXknAsEAj5CaepEImN55S03QtszcpfJx8Jid0DEohGkQCgckQmZMM/l40QqeVEnZB6PBzqtDjfeuSrlewXTuqGxrouFuHKQDRoaGnDpDVdnFMtY3xMWWALLJWQRBAKBwbpj1dOnYtu6DaieMXXIPDUb89ex6pYl8zHjCwQjxhi2u7sbsjLm+pR4MZfIpAgQKDgvmWxDCsi0E7LIWP7jtb9i7LgqlntX2NgcNghZWmUJ9C+2GWlTljq9HiJlfqYrw0iV8qKu32uxWFAxdgzeeWVfyvcKpnVDY10XZUoF9CMwIZswcSK++OhwRrGM9T2RUlZQwn4uIYsgEAjgW3fejk/eeR9tDY04feQYWusbh8xTs+EjE6tuWTIfM76AD98IEQ+3trdDWs48IUsUc2mZGl1do0tHRpFk2jUoI2N59F8f4rt3fJ/l3hU2dqeDUXFipvBG2OpnAOjWa6FIoaRZNpCrVejWF6+nlsViGbyXpHqvYFo3NNZ1UaqQo28EJmS3rvoOTh85llEsY31Prios7zbOhyyCYDAIdXnZME8TbUcXtqx5CC31Z1EzczrWb9+ccN462fbx6pYl2u+4mmr84Pt3ZvgLC4Nz7a2gy2RYv3Qlo5gm8u6RlpWgtb0dc+bMyWaXCwqSJBF0ppeQRcZS29kFT30Hm10reOwOB6oSTFmmeq6TIiHszpFlvaLV6zFu+riUY5HSPpK0rVCp0GYoLI+oVLDZbCifmJ7nGFOvssjtTh0+ivuuuQUelxskSWLBnK9g8eLFKe+7EGlubsZLf3oeffo+1MxK7ThMFkuFWoWmY4VTO5UbIYsgFAqB4A0XsqYq5GdD+B/dzgWLL8Pzz/4xrXYKiUAggM7eHrz4m62sxKi0sgLnOtrY7WSBQwlIBFkYLQ0FgqAEJAs9Kh7sTieECRKyVM9doVgE6wgqME7TNPpMBshUStauY7FIKraWSeFwu+D1elnbZy4xWy0gJexNjSdj4x1rMHvBfLxy/D8YO2E8rr/++pztO9ssX74ck2dOx56T7B+HUoUcZqulYKxruIQsApqmgRgri1IV8rNlXBfZzte/dT26Oou/VJBWq4VQKUNrQyMrMVJXlKGrt6dgTqhcQJJkXGPYVAgGg6Aodjy5igG/349AKAgBGX9iINVzVyQRj6gRMpvNBoIiQVJkVgthJ2ubIIiitnAwms2MFy2xgcflxtqtG6HUqHHdrd8eUdPoJ0+exCXf+HpWjkM+nw+hvHCE/VxCFgFN0zGXeqcq5GfLuC6ynUNvHETVeHamC/JJZ2cnJKUlrMVIQJIQqmTo7R09qwVJkkQokHlCFvAHRtUImdPpBCkSJrRzSPW4FIpEsI2gETKTyQSRon+FZTYLYTNpWyiXFe2CHYvdBhGLhbCTIZKIsW3dBthMZvzjzbcgkeRu39lm6tSpqD3+eVaOQwAQKeUwFMj0OJeQMSBVIX+q28czr1u/fTMOvXEQy2Zdgr88+2f4/X60tLSw9rvyQUtHO5QVpUN+285N2+Dz+dI22d31h+cxefJkLFiwoOjjwwSBQACkscoy+jjTd/eATDBaNNJwuVwgB1ZYJjrnUjl3+0fIRs5ohNlsBiXrv5mv374Zh948iFtnXYKXNm2Dz8vsHGVins0kzpRcUjAjF6lic9ghTpIUMYkTUyPyDS9ux+kjx7DqgsXoaG7F73//e1Z+RyGw9oEHcPro8WH3ilixYfpeJEKlFPoCsVjhErIIiDhFm5OZbWa6fTw9ReWEcaCEFL738Fpsf+91XLxwAVasWJH+DywAzrW3QlNZPuS37av7FItvWpK2ye6Fiy/FH/70HG655Zaijw8T+kfIUk/Ioo+zlzc/BSHJnklqoeN0OiEYKJuU6JxL5dwVikVwjKApyz6jAcKBEbLKCeNAURRWP7wW++s+xeKbmZ2jTLRnTOIsUcigNxbGyEWq2Bx2CJOs5mUSJ6Y6vvMXXoR9dYfxVtsJPPbskzjvvPNY+R2FQJDXPxIdfa+IFRum70UiL1Ghp0BWWnIJWQQEQQB5MBlNpKcIf0YJhVh8xRWora3Nef/Ywul0wuywQ6EuAcCeye7SO7+LTl0P7r333qKOD1MEAgFCcZz6ExEd757WDlCjbIRMIOpPyNjSR1EiEdxez4gp6Kw39EGmVAy+TidOrBZ/LsKEjKZpOJyupH53TOKUTiz5IgoOx8h5SOjR69DV3DYsDrFiw/S9SBSaEnTpCkPywiVkEfQnZLnfbyI9xeBnLjc+/M8hzJs3L/cdZInu7m5IS0sGNTxsmex++Ld30Wc24Xe/+11Rx4cpAoEAdJxalomIjveYieNBkqNH1O90OsET9o8IsqWPIggCAoqC2z0y6szqTcYhNSzTiROrxZ+LMCHz+Xwg+AT4fH7C7ZjEKZ1YkkIKTvfIMCv2+Xyw2KyYNGt4HGLFhul7kShUKuj6+gqi4svoeTxmAI/HS/hHCXvnNNc1gM8XwDewJLt6+lQ8+tyTQ4bdU/HwWb99M7aseQi7tj4zuG2Y1Y+sxcY71uClJ54EJRTivXffZenX5p6Ork5Iy0oGX8f63acOH8XGO9bA43JDJBHj3id+hr+9uHtYHCP/Fh1NzfB5fZh93nl444038vgLc0NPTw9e/L+nsOl/HknJHyo63rf+5AcQjqJVlnanA9RAYfFE51yqhOtZymT5LTfEBn0mI8ZHjJClEye2YiuVy2CyWhAKhcDjFc/YgdvtBikcKgUYvB/UNUBAkvD7/Rg/pQaH3jiYME6pxHLwmnimAdXV1Zj53gzU1NSw/vtyidFohMfvg9/rw0ubtmHnpm2YOGMqHv3jkwAwLDZ9Pb2D90uRRIwNL24HgJjvhSGF1GAx+5KSkmF9yCVEIWSF6TJ//nz62LFjrLVXX1+PPYfexUXXXRnz8/VLV2LRdVfh44Pvoae1A2KpFNeuWoZ3d78OdXnpEAO68LZLbr8NB19+DZ+8835aJoHhduYsuhif7n4T7S2tOHLkSNq/MZ88++LzoKvLMW5yddxtbp21ELMXzMfarRuxbd0GHP/gY6x+aO2wOEbH95/73sSLf3wOV135jdz9oDzxla98BSXjxuDHv/15RsdW7YeHceXk2Vi0aFEWell47Pvr6+imAphy/ixW2z385ru484Zbiv7m5/P58OCvfoYrf7Air4XFIzn08uvYsOZ/oFKp8t0Vxmi1Wjz58vO47LYbB98bvHe8/R5UpRpYjEZctuSbaZ+7sQjvY+6lC/DJrjeK+l4R5tSpU7jmxutx9YpvM7qXxrrvAkh6Lz5y4D1877qbMWXKlKz/JoIgjtM0PT/WZ8Xz2JEDeDwe6FD8BDU8F93W0ASP2w2r0YSld66CxWAcNi/NthcZSZG46ptXF61GiqZptHZ1QFNZnnC7sJ+OQl2CtVs3gg7RMeMYHV9tRyea29ty8EvyT11dHS645OLMfXlCof4Vm6MEu9PJamHxMAKRcETUs7RYLBDKJAWTjAGASCaFxWLJdzdSwufzgR+lzRy8d5xtwtqtG9HW0JQ1bzepQo5FX72saO8Vkej79NB19TC+l6ajIQMASikriGL2XEIWAZ/PT2i4GZ6Lrp4xFSKxGEqNGgde2AVVqWbYvDTbXmQepxv/+ee/i1YjZTKZEOARECfx5on009m2bgMIHhEzjtHxrZ4xDa1dHQWhA8g25513Ho59nHqh3WjoYDCpzmUkYbUnX/mWDnyRcESIqPsTstyZmTKBlIlhtVrz3Y2U8Pl84EU96AzeO6ZPxbZ1G1A9Y2rWvN2CwSD++f77RXuviKRb24txk6sZ30vT0ZABgFSlKIiVllxCFoFAIACdYPVa2Duntb4RAX8ARp0eu7bugEypGDa3z0YR8sh2Hr71+zj62WfYs2dPWu3km56eHkg1qqTbRfrpnD5yDHf873rsfepZLJu5EHufeharH1kLYHh8f7rjtwgQKFojyVR47rnncPbU6YyPrVAoNKoSMpvDzmph8TCkiBoR1hcWiwWkLHGdTyaeWMlIpR1SJoGxyNz6YyVk4etVW0MjTh85hpa6s9j71LNoqWvIKJaRrH5kLfY+9Szu+fqN+Mc772Lz5vR1kYVCt16Hezf9bMi1fvUja+MeP7Huu0zuxQp1SUEUsx898xUMSDZCxrToa6rbMmmnsfYUJhPyotWp9Av61Um3C/vphFm/dCWW33/34Pz/zie2DfoWRce3s1SN7u5uqNXJ91PM1NTUYNU9P8TlK2/OrKEQXVRi6UyxOxxZmbIUSsSw2Gyst5trjCYjhLL4I9hhP6ff7H0eB19+rd/jKY1rXCrtSBVyGMzFZQ4bCATA4w89r6KvV9Fap3RjGcnOJ7Zh+f134/Ibr8WejU/ioYceKmoNWSgUgt7Qh68uWRwzdrGOn3j33WSxVZSo0KL/jN0fkAaj52rMgH5/p8L0EwoFQxAIinc0o7mzHeqKspS/l4oWT1KqQmd35k+ahQ6PxwNYqGVJ06MnIfP5fP11LCn2S0WJJGJYHcVfPqnPbBpieRFNNmr0Jj2n5TL0FdkIWSAQAMFPfF5lo05ouE2xVIILLp5f9Boyi8UCvkgIMuqczUbsxDIp3F5v3u1rRsfVmCF8Pj8tw81cEAwGQZLFWXcwFAqhvasLJeWlKX83FS2euqIMLZ0dmXS1KODxeAixkZCNohEyh8ORtI5luogkkhExQtZnMkKqUMT9PBs1epO1I1XIYTAV1whZMBgEkeThORt1QsNtBvx+HPnk06LXkBkMBoiUwx8QshE7giAgVinyXtNydFyNGdLZ2YlXdvwxY41ENggFgyD5xTnDfPz4cbz6551YMeeylOMaOf9/6M2D8Hl9cf8+6vJStHV1jgphfyaENTyP37cey5cvHxX1P51OJ6gs6McAQCyVwGYv/oTMYDZBIu/3Uoul82JbF8uknX4vMisrDyC5IhQKgSAS31rDeq9obWwmhOP6/YVX4+yZuqLVG4cxGAyglMO9/dI9DqOP6VOHj/a/nnohbp21EP/30GO47rrr8no95BKyCH70ox9h6qwZSeuG5QM6FCraEbI77rgDsy++MK24Rta8oygKi29eErcdoVgMkPyiLUicK8Iange3PI6rr756VNT/tNvtEIizU7dTJBHD5rAX9YOA3++Hy+0eXAUdq/5fqnU+45FKO3yBAHxKUFSrWEOhEAhe4pHYsN5rf/1hLL//bux8YlvG+w3H9bXTn2DFHd8rWr1xmF69DjLV8BHbdI/D6GN64x1rsOi6q1A9YxpmL5iPMRMnYMGC/NaL5hKyCE6dOoW58y9kdW6aLUJBumhXxDU0NODyby/JifZEWlqC3t7CqEtWqHzpbUdhxYoVRa81YYLD4YAgSW3BdBGQJGgeDx6PJyvt5wKr1QpK+qUHWTZ0OukiksuKyouMyWheNuNL8AiE0iitVmh067WQl6hYay865h6Xe4g3nK6zCxcsvDiv10MuIYtgzpw5qD1ylNW5abagi9iioGrcOJz4+EhOtCdijQodXZ2ZdrmgoWkayEAL9aXWxIdXX3216LUmTLDarCCzNEIGAJREBLu9eIX90R5k2dDppAspFRdVQgYkPz0LKb6FSq9eB4WavVJG0TEXScRDvOHGT6nBW28eyOv1sDhFSVnilVdeweIrr8CKuV/NuL4dU6JrN254cTvOX3jR8A2LNCGjaRrfuOE6fPDBBzjwwisYN3kSQAPfmjY/pTqMQL924PG7HsBLm7aBADBxxlRoO7qGfF9dUYa2xsLR/mWDTGv7hevjNZ+px8wZM3HgwAEWe1eYGC0WiLNoekpKxLDb7SgvT1yJolCxWCygIjzI2Kz1mSmUXFJ0CVkyImsUx6qvGFkLeVzNJIAAuppbY14zo+smr/3dr3P9c1jH7XbD7fUmNRJPhehjesOL27HziW1orW9EKBQEHaLRea4V7/7976ztM1W4EbIIpk6dimW3r8pYI5EKG+9Yg9kL5mPX54cwe8F8bLxjTcztinWEzGQyQVVRht+99SojHVgiKieMAyWk8L2H12Jf3adYfNOSYd8vKdOgfYQL+4PBIJBEo5KIsAZjwx+exK5du4pea8IEk9UyKFjPBqREBFsRr7Q0WcwgIzzI2NKLsYFYJkVfka20THb5SaYhi9Q7Oaw2OCzWuNfMaG3Ukw/8L8u/JveEV1iyuSo6+pg+f+FF2HJgNyafNwOrH1qL/fWHsejKxfjpT3/K2j5ThUvIIuDxeKDpUE5v5tG1Gz2u2D4odIajIvmit7d3iEN/ptqJZN8XSSQICXgj7ok6EiaruBhBEP3J3SjAbDGz+rQdTbEnZH1GI6RZTFgzQaqQQ19ECRlBEEkTsmTXscjPLQYjzAYjo22X3H4bWusb2bk+5BGDwQCRKr4nHptExu+Sq6/AqVOncrLfWBT3X41lCIIAj8fP6RLr6NqN8Uq7FKtnVFd3F0Rq5eDrTLUTTL4vUavQ09OTcd8LFb/fDz4LJsGEQAC/389CjwobmqZhslohlWfvAi+Wy2AwF5eBaSR6owEyZXwPsnzS70VWPLHtH9VJnJElu45Ffq4q1aCkVMNo24Mvv4bqmdOK8l4RiU6vh1CRmweEyPh9ceQopkyZkpP9xqK4/2pZgM8jBssnsVW7LRHRtRujtQSDFKmrektXJ9QRhrBhD5nlcy5Lq5YbEw8asVqJ7t6RnZBF18qLR6JjmCfgjYqEzOPxIAgapJCK+XmiGDG9BkiLNCFraWnBggUL8OB9a/H43f+Td+/FWPGWKuQwWUxFI0Pg8XigQ4n7muw6Fvm5TKmATKWMua22ows+nw87N23DslmX4NAbB7F260bwsmCAnEt69Foo1CpG2zI5RxNtExnrhi9O4O6f/Jitn5EyxXeHzzKRQ72xvHjYJly78a22E9hXdzi2oB/9moRsuIxnE5qm0d7diZLyL0smhefxJ8+ageX33409Jz9OKbZMtC2q8lK0jmDH/v6EjNkIWaJjmMfnw+vzZaubBUP/CsLkNRpjxYjpNUAilxWdozwArFixAjfffDPu+p/7cNmSq/PuvRgr3gKSBEEKimYVK5/PTyoiS3Ydi/z86Xf34+m/74+57ZY1D2HxTUuwr+5TfO/htaCEFMrGjmFlBD2fdOt0UDC0vGByjibaJjLWP3vxGeRTxMElZFFEzv8XkhcPUHwjZFarFX7QMbU72YyturwUrV0dRfNEnSperxc8ktkIWaI4kxQFtye/tdtyQbSlQzSJYsT0OJUqFDBaLEV3zNXW1mLFihWQlihx/erlefdejBdvoVxaNLpQPp/PSq1ZJsSKVygYhKBIq7oA/YuWjBYT5Cpl8o3B7Bxleh4rNSXo1evydh4X1x0+BxDEl1OWBeUVU1zXeQBhQX9sH5lsxlYsk8IbDBbNE3WqeDwe8BkWyU4UZ1JIwel2ZaubBYPJZAIpjz9ClihGTI9TkiIBPg9Op5P1/meTefPm4fe//z14FJn/axzix1sok8JsNue1b0zh8/mgc1QTOVa8QkW6Ij+MyWQCKRWDz1CWweQcZXoeC8Vi+OlQ3s5jLiGLQXhqkK3abWz3q1jo6umGWB37KSebsSUIYkQ79ns8HvAoZherRHGmREI43SN/hKzPaIRYHn+ELFGMUjlORQoZTEUkPgeAPXv24ODBg9j68M8L4hoXL96kXAJjkcSWz+cjlKPVy7Hi1T9CVrwJWV9fH8QpLDBhco6mch5LSpTo6+tLq++ZUrzjmizT0tKCFStW4Pjx43jrzTfx4DP/Nzi3DPSLAh+/6wG0nW0aNCV99I9PDpv7H2LoN2CC2tUy1NAv2shv9SNrsfOJbXFfhw+eYpsOae3sQMn40uQbRsHYLDcBYrUCXd1dmD595DlgO5zOuAL1aCKP4WhIIQWHq7hGdNKhp08H+eTKuJ8nilGiz6Kh5BKYTCZMmDAhrX7mg5qaGvx2y29x0qnHrPlfGfJZ9HUqFRPndNuIF2+pQg690ZDSvvNFb28vnt/0JB6/70Hw+AL4PB4QBBH3npEJseJl0vcVbd1jAND39cHpc2P90pWMjptwDMLH2o+/cdOw7zA5j8Pfbz7TgAPPv4y33nor5x6N3AjZACtWrMAtt9yCHz/4P1j4zStjmu85rDasWncvVq67Fw6LNal40GGxwmG1DRMSxityGu91voW26UDTNFq7OlBSHjshSySyZGqWmwhVeSlaR2gJJavD1l9IPUNEYvGIndaNRGfog4yhHiUTKLkMfYb8PFlngjaO5QUbi5rYWhglVcqhNxVHQrZ+/XrMmHs+qmdMg4AkoamsSHjPYJtgIAhKULwJWbe2F6//4c8pHzeZHmvh7//ylWcx/6KL8lJknEvIBqitrcW9994LgUCA6757a0zzPYvBiKV3rsLSO1fBbDAmFQ+aDUZYYhj6xStyGu91S/3ZgcUGxTNCZrfb4QkE4rqjJxJZMjXLTYS6vAxtIzUhs9vj+tWlgkgihs3hYKFHhYvf74fFZoVUkX2TSYVaiR69Luv7YRu9oS9mQsbGwhu2Fu/IFAr0GYtjFWt9fT0uXLQAbWeb4HW7YTWaEt4z2CYYDEDAcNFPIdKl60VPa3vKxw1bpuNlYysx58IL8lJknEvIBpg3bx527NgBr9eLv+/eH9N8T1WqwYEXduHAC7tQUqpJKh4sKdVAFcPQL16R03iva2ZOB3hETg1rM6WnpwfSUlVc3VsikSVTs9xESBVyOL2eETkCZHOwk5BRIhFcXs+Idus3Go0QymU5ETkrSkrQrdVmfT9sQtM09EYjZIrhCRkbC2/YWrwjkctgc9gRCATS+n4umTVrFo5+9Amqp0+FUCyGUqNOeM9gm6A/ACHJTNJQaIRCIej69Jg0c1rKxw1bpuMisRgH3/5bXoqMcwnZAHv27MHrr7+OZ3/3FD59918xjfpkSgV2bd2B3Vt3QKZSJhUPylRKCMUiLJt1CXZu2gafz9dvUBclMNzw4vaEr9dv3wyCKK6ErLO7C9LS2CssgcQiy3uf+BmOf/AxVl2wGMc/+Bj3PvEzAKkZ9RIEAWmZekQ69pusFoilmRfK5vF4oMSiEZm0hjEYDBDHKcHCtvGzvEQJvclQVAmuy+VCiKBBiYTDPmNj4c3qR9Zi71PPYtnMhdj71LNY/cjatPrJ4/FAySRFsdLyj3/8I86eOIW2hkYE/H4YtbqE94zwcXjz1Atx66yF+NbUC9M2KAaAYCAAiiq+hKylpQUXXXQRnn7it/D7/Dj05sGUjr1Mj9fw9++87BqcOXUaL774Yro/JW2IYpoGi2b+/Pn0sWPHWGsvFArh/v99CFff/V3W2ly/dCUWXXcVltx+Gw6+/Bo+eed9xiLhSI6//wFumv/VvGTt6fDHP7+A0MQyjJtcnfJ348Us1Vie+uQzXFwxCd+44soMfklhEQwG8cDPHsGVP/gOK750n/7lHdx9y3eKSoieCu//65841teB2ZfMH/YZW+dmJB/ufgM//eGPUVZWlnzjAqCrqws7XnsFi25ZkpX22Yzxkb+9j9uvvgHTpk1juZfsYjab8Zsd2/C1736b0fbhGH188D2oNBpYDEZcdv03h8QqlTi21p1FqT2E79x6G2u/KRcsWLAAl19+Ofhj1dD19bFyPqbLp399Bz/61gpMnDiR9bYJgjhO0/TwCxLyNEJGEISKIIjXCYJoIAiiniCISwiCUBME8T5BEE0D/8YfXskSwWAQPJanNtjSUPD4/KJ58g4L+tUV6d2U4sUs1ViWlJehub0trT4UKna7HZRYzJpJcLEXxU5GR083lGXqmJ9lw5xYXKKETlc8OjKTyQQqQRWDTGEzxpRMUhS2IiRJpuRDFo5RW0MT1m7diLazTWkbFANAIBCAsAhHyGpra3HlN74BWbkm70bsQqUcer0+5/vN15TlUwDepWl6BoC5AOoBPAzgXzRNTwXwr4HXOSUQCIBg2Q2fLQ0FwecXhX4C6HdG94OGJIE7eiLixSzVWKory0ecY7/FYgEVo/JBupBFMg2ULh093VBqYidk2TAnFpcoiqqOqtFkApXANDdT2IyxWCGD3lD4Ky1JkkQwyPxaHY5R9Yyp2LZuA6qnT03boBgY0JAVYUI2b9487Hx5J0QSSd5NiqVqJbrz4GOZ84SMIAgFgMsBvAAANE37aJq2AFgKYOfAZjsB3JTrvgUCAfD4zELCdE6fLQNUHp8omoSsu7sb0tLYN8FoYsUxXsxSjaVEJoUfdNGUXGGCyWSCUJG5fiyMRCErGn+nVHG5XLA67HFLsGTDnFhVXlpUq3u1fX2QRqywZFtXx2aMZSoltIbcj1qkCkmSCAaYz2aEY9Ra34jTR46hraExI4PiYh0h27NnDz7++GM8ctsdrJoUp3NMK0vV6NB2s7L/VMjH2tgaAH0A/kwQxFwAxwHcD6CCpuleAKBpupcgiPJcd6y/aDOzkIQ9S36z93kcfPk1bFnzUMz57lSMJRNB8PnwFUkh6LaOdkjLmM04x4sjW7GUlqrR1dWFkpKcz4BnBYPJCCrNkcdYyFRKaBtzf+HJBb29vZCWlsRd6cvWuRmJurwUX/z3OGiaLorKGjqDHvI5kwdfM72uMYXNGMuUcrQZGlhpK5vweDzwCB6CwSCj1b1MYpRKHEOBAITU8EUahc6ECRPw7e9+B4u/fyvjsklMSOeYVmnUaOr5NOfncT6mLAUALgDwB5qmvwLAiRSmJwmCuIsgiGMEQRxju7yBz+cDn4WizdmATwrg8Xqyug+2ONfeBnUlM/1YtuMoLS9BW0c7q23mE12fHjIV87IiyZCrlNAVoZkpE7q6uyFSq3K6T7FMCl8oCKvVmtP9povOONQ0N9fXtVSQKRUwWUxFsdqcIkkE/fmZ0QgFQ0Xp1G8wGEDJpKwmY0B6x7RIIkGAoHOur81HQtYFoIum6SMDr19Hf4KmIwhiDAAM/BtzbJqm6edomp5P0/R8tlcy+f1+xglZrguPkyQJt9eb1X2wQSAQQHtPFzQVFYy2z3YcSysr0NTWymqb+aRLp4WCxSRDIpfB6rAXzehrKjS3t0JdmXrprkwgCAKycg26uwt/1NHr9cLl8UAcoUnM9XUtFQQkCZ6QKopFKCQpyJvEhA4EizIh0+l0EJew97AZJt1jWqJW5XyBTs4TMpqmtQA6CYIIR+VKAHUA3gKweuC91QAO5LpvXq+X8ZRlsjl9trUYApKEpwgSMq1WC6FCBpJidkFgS2MSL94l5WXo7O0pGv1dIkKhEPSGPshVKtba5PF4EClkMBSBWDoVaJrGufY2aCqZPRiwibRMjdYiWN1rNpshksuGTMmkez6yfb2LR7EUcKdICr1tHYMxue+aZbjv2mVZjw8A0MEgBCyPMmWblpYW3HrbrfjNT9Zn5MEWi1SP6fD+Nv3PI7jpppvQ0tKS1m9Kh3ytslwDYDdBECcBzAPwOIBNAK4iCKIJwFUDr3OKx+MBn2EiEZ7T/2vjMWw5sHtY4VO2ariFIYVCON2ujNrIBZ2dnZAkMISNJlkcmRIv3iRFglLJRoRBrNlsBl8kZJzsMkWklIPt6f98Yzab4QnFL92VTUrHVKCxNXcX8XSJtUAk3fOR7etdPIrF+oISCLD9oV98WdfYaoPDYs1JfeJQEY6QrVixAufNmYPfvfXqsPhkemylekyH97dp/0uY+5V5Oa1pmZeEjKbp2oFpxzk0Td9E07SZpmkjTdNX0jQ9deDfnJ91Xq+X8ZRlMtjWYpAUCXcRaMiaWpuhYqgfY5NE8ZaWqdHR0ZHzPrFN/5A++0WyRSUK9Gpzv8Q7m7S3t0NeUZoXYb26ogyd2p6CnwY2Go2g5OwsEMmV9kyokMFQBDUtKYpCR2PzYEwsBiPMMeoaZ4Ni1JDV1taiZsY0VIyvysiDjQ3C+6sYPxbTZs/KaU1LrnRSBB6PBwRLCRnbWgxKKITLnXqR7VxC0zQa21pRVjUm5/tOFG/1mHI0thX+iEUyerW9EKvZ11iUlGnQ1p29KZR80NjSDOWY/LjlC0gSIrUSnZ2FbX+hNxogUbAzgpgr7ZlcpUBvMVhfCEiMn1IzGBNVqQYlMeoaZwM6GCq6Kcvzzz8fRz49DB6fl5EHGxuE90eJhPjXP/+FuXPnZnV/kXAJ2QAtLS2488478cs7fsJonjrWvHbkez6fD4feSK0WVyIokRBOV2FPWVqtVvTotPj57fewqpVIpCEIf9Zc14C9Tz2LFXMuGxbv0jGVaGprKXqD2LbuLvgDftx3zTLcOGkelk6ah/uuXTYYj3S1FiVlpejoLXwROlNomkZ9cyPKx43NWx9kFRo051B7kg5aw9AVlpnApvYs0XEsVSqgL4JVwSRJ4s6fPYhDbx7ErbMugaFXC5vZGvP6xDahYKDoErLNmzejpakJ35l3+ZD4aDu64PP5sHPTNiybdQkOvXGQFV1jos/Cx/KqCxajpekcnnzySXZ/bAK4hGyAFStW4OIFC/DrPX9iNE8da1478r3FNy0BJaQy1kaFoUSigk/I2tvb8d5bb+NSlrUkiTQE4c/2nvwYy++/GzWzZgyLt1Qhhw80jEUw1ZGIju4uvPJ/2+Gw2rBq3b1Yue5eOCzWwXikq7UQy6Rw+3wjpsi42WyGzeOGQp0/77nyCVU401Q4lhGx0BsNkCnZGXFlU3uW6DiWK5XQG40F/3BFCgRQl5eBoiisfngt9tcfxnceuCfm9YltQkU4QiYgSdzz68eGHT9b1jyExTctwb66T/G9h9eCElKs6BoTfRZ5LP/oFw9DKMydpxuXkA1QW1uLRV/7KuQqJaN56ljz2tmc6xaQAgRCQfj9ftbaZJtzrS3QdfWwHoNEcWUac1mFpqh1ZA6HAza3E+2N52AxGLH0zlVYeucqmA3GtGt9hiEIAtKykqKwamBCc3Mz5GPK8mrMWjamEu293fB4ClP3GQwGYbFZ87LoIZJUr6OUSIgQQcNV4A+nJEkiFArmxdetGKcs27s6oIhR3SWT+LFy39Co0J7DyhtcQjbAvHnz8PeDB0EQBKN56ljz2tmc6yYIApRYBKfTyVqbbNPQfA4Tp09hPQaJ4so05srKMjS2NGfcl3zR09MDaakaNTOnQ1WqwYEXduHAC7tQUqpJu9ZnJGKNCp0jREd2prEBmnG51zFGwhcIIKvQ5HTJfCpYLBaQEjEjJ/lsks51VKSQF/xKS5IvQCgYyouvGx1iViGgkGjr7oa6fLhnYCbxY+O+UVJWmlN9LZeQDbB582b8/e13cO83bsbOzdtw7kw9oxqVy+dchr1PPYuWuoaUdGPajq4BLdBc3Fg9FzdOmov7rlmWUPdDioQFm5A5nU70Wc346Y7fJtWSpKobSaRPSfRZZJs7HvkVPj16BMVKR1cnxBol1m/fDJlSgV1bd2D31h2QqZRp1fqMjncoGEJzEXhnJSMYDOJMUyPGVI/Pd1egGleJurOFWeon7EGWDKa6xHT1i7GO2cj3Dr15ED6vb0i7lEwCs9mc0u/NNQIBH8FAICv1UpNBB0NFlZB5PB4YrWbIS1TDPlu/ffOgDu+lTdvg8/oyOraiP4u8f8c6blVlpejW9uSsOgRR6HPxiZg/fz597NgxVtpasGABxAo5OrU9UJeVwmI04rIl38Qn77yfsO7V+qUrsei6q7Dk9ttw8OXXkm4f+T2T3gCaDmHCtCnoaDwHguBBXV4a9/ufvf0+vnvVDZg2bVravzNb1NXV4dX//B0Lrr8q6baxYgYgrTgy3c/bO/fi3Zf34WxdHZRK9q0jss3vX/gTeDUVqKqpZqW96L/Bx2+/h5tuvhmbf/4r8HjF+5zW2tqKZ//yKi5bdkO+uwKb2YL6dz7AxkceK7i6lkePHsXfTx/FV664LOF2TK9v6V4HkxGr3dt/eh8urZqGxV/7WsbtZ4u/vPkG2vkeTJ1zXs73fWjnfvx87YNQKNhfkZ0N2tvb8exfXsWiby+J+Xm2ji2mbX/46ht48M57UF7OTnltgiCO0zQ9P9ZnxXvlZZna2lrMnHc+OhrPYe3WjWhraEpbS8aElvqzsBiMsBhNWLftcViMJlgi9ECxEIiEcDgcKf2uXHGupQXyCmZlanKlv4ts8/rVy2HQ69DeXnx1LUOhEFo62lE6tpK1NqPj3Xa2CRCRRW8QW9dQD9X4/E5XhlGUqOAhQujtLTyPN4PRAKFcknQ7pudltrRSsdqVKOTQGwv7OOXz+ECeBjvoEF1UD1U9PT0QJfBXzKYOj0nbErUqZ+dw8fzVsszs2bNRd+o0qqdPxbZ1G1A9Y2raWjImhLVAKo0aW9c+CpVGDVWEHigWAokI1gKt45aKzUCu9HfRbY6dNBGNzecybjfX6HQ68MRCCEUi1tqMFW9pmbooE9YwNE3j89OnMLZmYr67Mohq/BjUNdTnuxvD0JuMkCrkSbdjel5mSysVq12ZUoG+AteQEQSRtyLoNB0qqoSsvbsLirLhgv4w2dThMWlbUpo7fW3SvxpBEBUEQbxAEMTfB17PIgjizux3Lbds27YNTfUNaGtoxOkjx9Ba38hozj9djUBYC2TU6fHFh5/AqNNDplQk/L5YKoHJUnjaCZfLhV5jH0piiDJjkUw3wpbWIrrN+/7vV6g715Rxu7mmvb0dknJ2LRxixVs1phxNRVDyJx59fX2weJ0oKcttQfFEjK2ZiOOnTuS7G8PoMxkhZTClxfS8zJZWKla7UoUcemNh117l83mgQ9wIGRPauzsT3juyqcNj0nYuhf1M1sa+BODPAP534HUjgNcAvJClPuWFkpIS/PCRdZh/7RUpfS/sWRKNtqMLW9Y8hJb6s6iZOR3rt29G5YRxw95/7oODjH1VxFIpjJ2F56XV1tYGWbkmIyFprDhGx2r1I2vxp1/+H9obmkADqJ4+FY8+92TM+MWKf8X4KvznizrYbLai0VcAQENzEzQsVz+IFW+H1YYzb/8HNE0XnOaJCafrzkA1saqg+q4ZU4HTlo9gMpmgVscfBcg1BrMJE5XJR8jiXd/S3Y4Jsc5doN876sffuAmTZk7HokWLEAoV7khQOsdgot8dfR8ZKQQCAfT26TFdE//cSHqPrWuAgCTh9/sxedaMYTGKdy+ObDu8zY+/cdOwbdTlpfjs34dzcl1kcjSX0jS9D0AIAGiaDgAIZrVXecBisUAgTa6pYEo847lMCqVKFDKYrBbW+sgWTc3NkI9hLnhkGoPo7TbesQYOixUr192LVevuhcNqY/zdLWseAkEQkI8pQ2tra1q/Mx/QNI2G5nMoz0E5KqlCDncoUPCWAvE4euILVE2uznc3hsDj8aCcMBZn6s7kuyuD+Hw+uDweCMXifHclJsnMYi+97iq899bbsBWofCMMjdRGyFI1yU2030J6KEmEXq+HUCEDPw3ftHBsqmdMw+wF8zFp5rSYMWISw0TbCMViBPkELBZLyn1MFSYJmZMgCA3Qf3QRBLEQgDWrvcoDRrMZIhl7CVk8sWAmAkWpXAZTAS73rjt3FhXjmZepSVco7HG5YY4wRU20CCLePlRjy3G2iHRkOp0OAQGREwNPgiAgqygtWO+sRBiNRugsJlYXPrDF2CnV+Kz2i3x3YxCr1QqhTFKwN20mi376tLqCTsh4BJFyNYFcm40XAlqtFmJ1eqvew7FpO9uUcCEekxgm20aiVkGr1abVz1RgkpD9D4C3AEwmCOK/AF4GsCarvcoDBosJUpYK7QLxxYKZCBQpkQiegA9er5e1fmaKw+GAzmxKSbeTrlBYJBGjJMIUNdEiiHj7qBhfhTNNDQVfeiVMc3MzFGMrcrY/zbhK1Dc15mx/bHHi1EmUTBpXkElG+bix6DLoC2bk0Wq1QiiV5rsbcWGy6KdifBWs1sIdFwiGQuARqU2nsrXYiUDqyWC+6OjqglStSuu74dgkW4jHJIbJtpFolOjuyX4lk6RHDE3TnwP4GoBFAH4E4Dyapk9mu2O5Rm80QJaCriiZEWI8sSATQ7p4bRMEAbFcXlCmiK2trfALCPz05u8O9vfU4aMx+3/q8FHcOmshGk+c7i8WO3NhQrO/6BhueHE7ZColdm/dgV1bdyRcBBEv/vISFexeT0HFMBGnGxtQytDGIfq4ifd3SHTsVoyvwplzZ/O2QiwdaJrGkS8+R9WUScM+S9ewlE14PB5Kqqtw6vSpnO87FlarFaSUvRW7bMNk0c9t992VkymkdAmFaCDBw8HgcTn1Qtw6ayFunnohfF4f3t/3BpbNugQ7N22Dz+fD6kfWJrxfxDq+CR6vaBKytp5OqMo1aX03fEwkW4gX714Q+TdoO3sOLz3xJJbNugTvv/YGfL6hZsSKUnVOhP1MVll+C8CNAKYDmAbgBoIgriQIgh2XtAKApmkYjMaUCu0mm5eOV2w3/P7kWTOw/P67sefkxykVPhXKpQWVTJxtbsLfdu0dpvWK1f+Nd6zB7AXzsevzQ5DIZBCQAuyv+xSLb14Sc14/OobnL7wIT/99Pw601uKt1lo8/e7+uALXePEP68iKYVouEAigsbWZsZ1ILM1dqjpGiVwGmhLkZHieLfR6PQxOa8zpykw0m2xSNXUSPv2cHRPrTLFYrRBIClM/BsQ+d6PfGztpIkwFnJD1C8Djfx5L/7T45iUw9urwvYfXYl/dp1h80xLsfGJbwvtFzOObQFE8UNE0ja7e3rRXRQ8eE03Hsa/uMN5oOh6zcHu8e0Hk32DOJRdhypxZ+N7Da2HU6rD4piVDYlpSVorOQhghA3AngOcBrBz470/on8b8L0EQ381i33KG0+lEiE+AFFKMv5Pp3H66hU9JuaRgpj4A4ExjI3rbOodpvWL13+NyY+3WjVCoS+D1eBDwB/KijSgZW4GGIrC/6OjoAKmSM/Yfi6W5S0fHKK+qQGMRTVvWnqiFumZ8zOnKQtHglFWNQZ/DCp1Ol5f9R2KyWiCRF+6UJRPEMimM1sJ5MI0mEAyAl2DVeTz9U6rnbKz3eTxeUSRkZrMZNMln1V8xFVL5G8iUClidDrjd7qz2iUlCFgIwk6bpb9M0/W0AswB4ASwAkJ/HTZYxmUwQMzBJjCRTs7p0C59KFDLoDIXhUm02m2F1OzBp1nCtV6z+iyRibFu3ATaTGUKRCAJSkNOiu2HC03KFPqxff7YByirmIvVYmrt0dIwVE8ehtr5wVgUmgqZpfPLFMYyfNiXm5/ko7hwLgiCgrhmPzwtA3G+ymCFmcUV5PpDIZAXpyRgmEAwktAGKp39K9ZyN9T7B4yEYLHwjBJ1OB0kCh/5sk8rfgCAISNTKrD9QMUnIqmmajuyFHsA0mqZNAPzZ6VZuMRqNoBTMnxi1HV3w+Xz9OqhZl+DQGwdTNqtLVvj00BsHh2gJwpoBeYkKvX36lPaVLVpaWiAfU44HY2i9Yv22DS9ux+kjx7DqgsXw+32onDA+p0V3w8iUCgR4BPT6wohjPE401GFMNXPPoViau0Q6xnixL68ag/ae7qw/DbJBe3s73EQIJWWxdSj5KO4cjwnTp+DTz4/l/UGguaUFv13zUF51dZkilkpgtdvz3Y24+P3+hCNkqx9Zi71PPYtzp+pw/NDHOHeyDjs3bUPpmEoceuMg43M21vsEn4dAIJCT35kJvdpeiEpSGwiJJFN9aDwN2uB1c85lePXJP6DxxGksnTQPLz75DI4fP552f5mQtLg4QRC/BzABwP6Bt74NoAvAgwDepmn661ntYQLYKi7+3j/+gc8t3Zi94EJG22ez2GmyfTisNtQdPISNjzzG6v7SYdfePTDIeZg8e2a+u5Iyn//rI1w14ytYtGhRvrsSE7PZjF89tRVf/96yvKwcPPL2+7jt8qtx/vnn53zfqbD/jb+glXZh5oVz890VRnz02lu4Z9lKTJo0fAFCrhg7fhyuuO0m3PSD72bt+pVtgoEA/vPia9j2600FubL2hVd2wjdWhXExFpoAQ6/v91yxFACBP/z7TVb+Hv/d9zfcv+oOjBlTGDVd47Hz1V2wacSonjE1re9n+z68fulKmPQGXLPyFgDA2y+9itISDZoaM5NzZFpc/F70O/XPG/jvMwA0TdPOfCZjbNLTp4MihaHTXOhS4u1DIpfB5nTA5/Oxvs9UoGkadecaUTG+Kq/9SJfS8WNQd65wdVJnz56FclxF3m426gljcaq+Li/7Zorf78fRk7WYOD32dGUhUjalGp99nt2n7EQEg0HoerW48Y6VedfVZQJfIABPwIfL5cp3V2Li9fnAJ+ObnUZe380GIywGI2t/D56AD7+/8Cevunp7oCpNv3pFtu/DLfVnYYnwvbRbrFk3FWdie0EDaEb/9OTNAK4EUHjVcjOgR9sLhZp5rcBc6FLi7YPH40GslMNgyG8tN71eDz8PKa1MLSQqxlehoflcwWotautOo3zS+Lztv2rSRJyoP1PQ4uCGhgaQagUksuIRqE+cMQXHTtXm7YHK5XKhvLICf9+1P++6ukwhxWI4HI58dyMmXq8XggTu85HX95JSDVSlGtb+HjyBIO8P7MkIBALoM5sgL1Gl3Ua278M1M6dDNcT3shRl5eVZlRzETcgIgphGEMTPCIKoB/AMgE70T3F+nabpZ7LWoxwTDAb7DwwV8xEyJrqUsOfWjdVzceushTh1+Cjj9rUdXfB5fXhp0zbcOusSHHpzqEZNpJSjry+/wv7m5mb4+GDF44lNr6hYbcV6TygWgy8Tobs7+0uZU8Xr9aKxrRWV44fWY2MSI7ZiKZHLAIkQHR0daX0/F3x6/Cgqp9Ww1l66sUvle2KpBFSpCnV1+Rl9dDqduHHlbYMamb1PPYvmGF6IhUh0nB1OR8GOkLk9npir9sO/obmuAXufehYr5lwGmUoJmVLBms6RTwoKyjw8Fp9//jn27dyFZTMXJD324p1f0ffh1Y+sZdVzcP32zZApFdi1dQd2b90BeYkS195yU1YrRCQaIWtA/2jYDTRNX0bT9HaMwBqWRqMRpFScUi2teL4mkUR6bs1eMB8b72Be3GDLmoew+OYl2F/3KVY/vBYURQ3Zh1AlhzbPy+frzjXiwJ93s+LxxKZXVCr14ORjytHc0pz2vrJFU1MTJOXqIRf0dOt/ZhJL1YSxOF1ANRgjsdvtqG89h3Es1q5MN3apfm/s9BocPs78AY1NnE4nyqrGYsuB3agZ8LbaG8MLsRCJjvOBXXvhdDrz3a2YuDxuUELhsPfDv2HvyY+x/P67UTNrBp7++348/e7+hPeTVOBTJDweT0ZtZJs777wT5110AaNzJt75FX0f3vnENlY9BysnjMPT7+7HW621ONBai6f/vh9jJ0/K6mBIooTs2wC0AP5DEMSfCIK4EkDhqSczRK/XZ2XpbaTn1tqtG+FxMV+xlmxuXKVRo1Pbw3aXGRMMBtHQfA7dLW2szOGzqQVIpR5c2bgxOFOAflu1p09DUz1Um5du/c9MYlk1uRrHT5/M+6rAWNSeOAHlhLEQkCRrbaYbu1S/V1VTjbMdrXkp/eNyucAX9sesUDzamBLdX11XT+EmZG43yBgJWS5iTlBkwa+QPnv2LC698RpGccjHtS8eQpUsq6vz4yZkNE2/QdP0bQBmADgE4AEAFQRB/IEgiKuz1qMc06PthUjFvg4q0nNr27oNEKXgjJ1sblxZqs6Ja3A8enp6wJeKUDOLnTl8NrUAqdSDK6sai5aO9oISwAYCAZxoOIOqmuoh76db/zOTWKpK1bD5PQVhZhoJTdP477EjGD+DXTF/urFL9Xt8gQAl1eNQe6KWhV6nhsvlAl/UnygUikcbU6L7O2bieDgLcMrS7/cjEAxAEEPUn4uYUyIKjgJNVMOMnzABtR8fZhSHfFz74iFVKdCrz971kImo30nT9G6apq8HMA5ALYCHs9ajHNPR0w2/38d6vbtIz63TR45hw4vbGX83Wb1LmVIBi9Oet2Hp5pZmyMaUs+bxxKZXFJM6eOH2SYqEUK0oKJ1US0sLBErpMONOpjFiM5YEQaBkYhVOnymcacuWlhZceOGFeGz9Q9h874Os6p7SjV063xs3Ywr+e+yznI8+Ol0u8Kn+EbJEfodhslELNF6byfSfPp9viEfXynU/gb0ARf1OpxOkWBRzhTSb52e8OArFYlgd2dM5ZUJLSwsWLFiA9rY2vPvqfiyfc1nCOKTi+cm252Cs+MrVKnTrs1dWLqkPWSHDhg/Zz574NV599VV89YZrsuorlg6JfFY++ctB/OhbK1BdXZ3zfu14/jnwJ1cOG8UpRk5/ehQXqMfjm1cXxqDv/r/+BW2EGzMumJPvrgAADL06aD89gUceWJ/vrgAAFixYgPNmn4eJl1+EtrNNBXOupgpN0/jw1TfwwOofoqoqd9YxB/72NzQGrIPHVzIvp2x4PcVrM9b7AOLuv7W+ERprACtvW55Rf9imu7sb2/fsxKXLrs/qfuLFsbulDbx2A+763h1Z3X86LFiwAN/+9rfRYdTBhgCOvPfvhMdTLjw/U9n3r3Y/h9o33sMTj/0i7XYz9SEbsbhcLthcTrQ3nitILUWiOXGxWoXe3t6c9ykQCKC5ow1lYwvbdJAppeMKx48sGAzi+JmTGB/HTDIfaCrLYXDY8r6qN0xtbS00VWMwZe55BXWupgpBENBMnoBjn3+e0/063W4IRV9qm5LpbrKhy0mlLmOi/VNCCk534U1ZOhwOkOLh+jG2iRcbkVQCsy33+kQm1NbWYtWqVRDKpLjx+99JejzlU+cYa99iqQQurydrs1OjOiHTarWQaFQFq6VI1C95aQnau3O/TL2rqwuUUgZKlP0LTi4oG1OJ9t7uglgm3tbWBkiEkKZYVzWbEAQB1cSxOHXmdL67AgCYMWMGjn3+OYQiYUGdq+lQPXMaDp84nlMvPJfHNURsnuzal41rYyp1GRPtnxIK4SpA8brNZgMpZa4ZTpd4sZHIZDBbLVnffzrMmzcPTz/9NARiZudvPu/NMeuEEgTECjmMRmNW9jkqE7LwPPaMGTPw8vZnsfqRtTmvd8dER+Hz+nDozeF1zQCgpLwU7d2dWe9nNC2tLZBXljLaNhP9SbLvZqptCfvE3TzlQvz+/36Hffv2pfT9bHDi1Cmo45jBsqXl0XZ04b5rl2HppHm4cdI83HfNsqRtVU2ZhKMn8l8UGwC+/4M70dzYVBC1KTNFplQAEiGam3NnveJ0u0BSX65MTaa7yUYt0FTqMibaPymk4CrAETKz1QIyhUVc6fClV+WTWDZzIV7a9CR83n4NoEgihsvtLqjFSmH27NmDt99+G1sf+UXM4yn6Ohfr3pwNXWMs4h17QoUsawnZqNSQLViwALfccgtKyjT420f/QcPx2pzrUFLRUcTqWzAQwKE/78Nvf74RJItL/5PxzJ/+CHLqWIydNDHptpnM/2db23LrrIWYvWA+1m7diI133of2+sa8LhUPBoP438d/hblLr4pZ/YAtLUV/fbY+XLNyGQDg3d2vQ11emrAtmqZx6OXX8eiP70dpKbNkPBv4fD787+O/wsW3XQ+RRJL8C0VAY+0pjPEK8J1bb8vJ/jY99TuMXTQPJeX5+zuyhdNmx5m3/1MQdX0j2f3aXhgVfEyalb3RnPD14OO334OqVAOL0YjLlnxz8Lrwwa6/4uEf/SSv52s83n7nIOo8Rsy8cN6wz5hc5/KpKwOAk/89gkVjp+Lrixen9X1OQxZFbW0t7r33XnTr9bjxjpV50aGkoqOIBV8ggFilgFabvRUf0QQCAbR0tjPWj2Uy/59tbUukT9xdv3o470aK4enKeKWo2NJStNSfhTmiPpvFYEzaFkEQKKmuwsnTp9LaJ1ucPXsWlEY1YpIxAJgwbTK+qDuVs1I3Hq8XAip3D3DZhKQouAvQAFVnNGS9pFz4etB2tglrt25EW0PTUB2ZQgaz2ZzVPqSL1tAHuTK29yeT61y+/fOkSgV0huxoakdlQjZv3jxs27YNOlMfPnr7vbzoUFLRUcRDrFHltPRPT08PKIUsZkmQWGQy/59tbUukT9zuLTsgIMm81n/74tSJuNOVAHtaipqZ01EypD6bhlFbVVMm4bPa3ArQozl24guUT56Q1z6wjUgiAaVRoqmpKSf783g9Q6YsixkBRcLr8xaccbHe2AdZCqX40iF8PaiePhXb1m1A9YypQ64LlFwKk8mU1T6ki97QB2mchJXJdS7fmm+ZUgFtX3bMYUddQtbS0gKv14vHHnsMf9j8O3zw5jt50aGkoqOIh6Jcg7au3OnI2trbIa3QxP08un7nDXesTPhbEmkBUtG2HHrzIHxeX0qagkifuC8++gShYBAXX3wxWlpaUoxK5gSDQRw7dQITpsavy5gsHkx1Feu3b4ZMpcTurTuwa+sOyJQKRjXgSsdWQm+35m21pdfrxenGsxg3uXBWoLJFWc0EfH7yRE725fV6Wa1ukC2Y1ALm8Xjg8fkFpZVyu93QanV47Ds/zKrGKXw9aGtoxOkjx9Ba3zjkuiBWyKArkJXRkdA0jXPNzfj1nWvwrWnzcd+1y3DPFUtx46S5uLF6LhpPnMburTuwbNZCvLRpG9rOnsPNUy8cVsPy0JsHceusS/DSpm2D2rlEsKk7k6uU6DNxGrJhpKMhC+vHZp8/G0/tfB6t9Y2D8883VheG91M83mo7OeS1uc+IjkNH8dj6n+Zk/8+//BK8Y5WYMHVyzM8jdVnb1m3A6SPHsK/ucNz22NRFZapVmzClBtrPTqH2i1ocOXIk5T5kQlNTE1782+tY9O0labeRTb1emBMfHcbCsZPxjSuuTLuf6XLq1Cns/eA9LLyhMPzi2MTrduPTPW9h02O/yKoeNBQK4f7HHsZVd62MaVpaSDC9lvznz/vwq/UPQyaT5aGXw+no6MDCyy7FN1cty6uvZU9bBwJNPbj3B3fldL/JsNlsmD5rJq65/TYsuf023HPFUlgMJig1JZgwbQo6Gs/BajRDVaqGqlQTUx8HpH69Y1N3RtM0/vWnV7HlF79O63zlNGQRfKkf0+GbK5cVrY8RACg1JTBYzTkRo9M0jaa2loT6sVTrd7Kpi8pUq1ZZPQHnzZ2D2tratPqQCZ+fTDxdyYRs6vXCVE2ZhCO1n+dliqj29CmUZRijQkUoFkOoVmZ9taXP5wOfzy/4ZAxgfi3hCQprhEyv10Pfq827r6VSXYIeXe70xUyxWCzo0+oG42M2GBHw+2ExmrBu2+OwGE0I+P0wG4xx9XFA6tc7NnVnBEFAKJfCYrGk3UY8hhfbGuHMmzcPzzzzDPQOK3odliHzz9EjUIUOj8eDtLQE3d3dmDKF3bp+0RgMBgT5vGElfSIJ67LCT7XJ6neGtQDhp5ZMa2Gm0074u1feciOe/+sbmDdvXlp9SJdAIIDPT5/EBbdcm1E7bMQg2Xc1leU47XJAp9OhsrIyo/6mQiAQwMmz9bj4tvRHEAsd9cSxOHHmNGbMmJG1ffj9fvAE/Ky1zyZMryX8PGs/o+nu7cXYSRNYua5lgkQug9PrgdPphFQqzfn+42E2m1ExftxgfEpKNYMjZFvXPgqVRj1khCyWPg5I/XrH1r0mjHBAo1dWVpZRO9GMuhGyPXv24LXXXsO2xzfj6L8/LGofIwCQlJWgMwc6sq6uLkjL1Am3SbV+ZyHUwgx/9/uXXI2zDQ3Yvp15zVE2aG5uBk8pgUSW2UWTjRgk+y5BEFBPqsLJU7l9cGlra4NAKR1RqyujGTd5Er6oO4VQKJS1ffj9fvCLQD8GML+WFNoIWWtXB+7+9aM597WMhiAISDWqnK7CZ4LRZMLy+380GB+ZSomK8VUw6vT44sNPYNTpUTG+CjKVMq4+Dkj9ese2nx4plWRlhGzUaciAfj3K/o//iYuuS00Lo+3owpY1D6Gl/ixqZk7H+u2bUTlhXMr7D7f1+F0PoO1sE0DTIAgCNE1DJBHj3id+hr+9uJvRfjrPtUDQacp63bK/vPkGWuHE9K8Uts4uFkz/bsf+cQhLL7wMF1xwQc769uq+16AVBTF17uyc7TMTTPo+tP3nKH724EM5m/r628G3UecyYNbFmf1d2Dx/2STcr+bT9Tj//PPxl7/8BTU18Rd4pL0frRZPvvw8LrvtxszaKaA4Hn7zXfzgxmWYNCn/iz1CoRAe/MUGLFp5U8xKJmzHLVl7tR9+issnzsTXLr887X2wzd7X90MrDmHy7JlD3o/3WxL9xlifARh8b1zNJIAAuppbY8YnWfwi79EEgIkzpuLRPz6JygnjUH+8FrNEGlx/Xeqj9pyGLIq2jnZIyxOP9sRiy5qHsOi6q7DnxEdYdN1V2LLmobT7sGXNQ3BYbVi17l7wBQIIKBKTZ8/E7AXz8bsHHmW8H01lBZo72rKu62npbIemsiKr+8gWTP9u8jI12jtzt2rV7/fji7rTGDeF/ZtvtigpK4U94MlpHdXaujMYU5253QWb5y+bhPv16B+34aKLL8aKFSuysh+/3w8eP/aU5Y3Vcxj/d9flv0TjidsR8FnQeOJ23HX5L1P6fjr/xYMn4BfMlKXBYABPRMUtK8f28ZesPVV5KVo72zPaB9voTQZIlcNLw8X7LYl+Y6zPIt9zWG1wWKxx45MsfpH36JXr7oXDYh3cRqqQQ5+FlZajMiFrbGtFaRrJBZvCwJb6s7AMGHQGAwEEAgG0N57D2q0bQYdoxvuRyKQI8Iises4EAgH06HRQlaaexBYCTP9u6opyNHe25axf586dA6lWJNTlFRr905bjcSJH05YWiwVmlx2qsvh2K0zJt6FkPML9Gj+tBlPOm5G1hSX9U5ZsyIZrAdwLQDLwby0LbaYHj89HIBDI2/4j6ezshKSsJO7nbB9/ydorHVOBc+3Zf1hPhT6jETLFcA+ydIzSkxWjtxiMMBuMaZuLR96jl965CuYIE22ZUoE+o4Ht8Iw+Ub/f70dXbw9qvrko5e+yKQysmTkdJr0BB17YBb5AAB6fhwlTJ2Pbug0geERK+5GVqdHZ2QmNJvObVix0Oh2ESllR+BfFgunfraRMg1NaLQKBAASC7J8ax2prUVZTfCsHx02twWf/Poxrrv5m1qct29raIK8sY2U/bAt72SLcr2+u+DZefutvmDt3blb24/f7QcQZIUtlQdP6pdOw6LrHIiwEpmHLgfwsiCIKSEN2rq0Vysr4Im+2j79k7UkVcrj8XlitVqhUqoz2xQaBQABWhw0S+XCLkni/JdFvjPdZ+D1VqQYAndRcPF78Iu/RAFBSqoG6vP/vK1MooDcaQQ/Ijdhi1GnIOjo68Pt9u3DpsutT3h9TDQCjee+6BvD4fPi8XoDGoIaM4BHgETyQQgp+vx+TZ81IOp/e8PlJTOHJcfPSpSn/JiYcO3YMr/zzbby79y8Jf3tk/8ZNngTQQFdL7Pn7ZMRqq7O5BSRJIuD3o2LCOPR1a+HzeCCSiLHhxe04f+FFQ77/+I8eQHtDE2jQoIRCBIPBIfGMxcd7D2Dt7T/AmDHMykOli9/vx6O/+SUWLL8BQnH2CxGzqV2haRof7XkTa2//Aaqqqljs6XD2vr4fPcIAps45L+PfkUvtUyr7ity2rLISu1/aia9//eus9+n06dPY/99/YdysqQUfR6b7+OLfH+Oa8+bj4osvZnX/6fDrLf+HCYsvQkmc0dyh1ySgevpUPPrckxnpkJPF6Njf/41vL7oCc+bkX/trNBrxxLPb8bVV3xr22Y3VMgAr0D/aOg/AHgA1AFrivI84nyHivRkACAD1Mb4b7/vRn98MEKeGacgA4F8v7MFvHnos5VWsnIYsgmTDyomonDAOWw7sxl8bj2HLgd1xTyRG894nP8Z3Hvgxps2ZjbfaTuBAay2mzZ2N1Q+txd7T/8Xy++/G5FkzhuwnXrulYyrQ2J49h/munh688eIrSfUPQ+bvLVY4rLa09RKx2po0cxpmL5iP6hnToOvogoAksevzQ5i9YD423rFm2PcdFitWrrsXq9b9BIqSkmHxjIWoRAmdTpdSX9OhqakJpFqR9WQMYF+70l/bclxOpi0bW1tQNrbfYiPT38H0/GWDVPoa2a97n9iAEJ2dlZZh24tiiCPTPvJIQUFMWdpsNhjtloSyjsoJ40BRFFY/vBb76z7F4puXZHQuMvk7yCtL0dhyLu19sInZbIYoxuhYPzUAjgDwDvxbk+T9eJ9FvncC/clWrO8mazv8+Qm81VqLA621ePrv+4fEWKSQsb7SctRNWTa1taCksjyr+2ipP4vf7H1+cG5619ZnMv4s0ecl5aWo1evg9XohFMYWlGZCW3cnets6hsy3R/ctun9mgxEEiITbJyJWWxajES8d/j2+t/AqBPwB0LR70Dhy1QWLh32fpmksvXMVAGDvU3+ExZhchCnRKNHV0511P7LPT55EWU1u6jImO67SYdyUSTj6nyO49pvXZG3a0uVywWSzYK66/wEqG78jW6TbV3Vlv+4nG7UQwlOWxRBHpn0k+Hx4vd4c9244bW1tUIwpT3ou5Dr2FeOrcOZfR3BLVvfCDLPZDEoeWy9bbB6gACCU9xdwZ3OWYFSNkNE0jXPtbSgdk93VguG56cm/fTruvHesee10C2rz+XxINSr09PSw/ltomka3thfVM6elVPS1ZKDsRboFYGO1VT1joJDu9KkQkAIIxWLYTOaYxpHpFtFWadTo6GU/jpH4/X6caDiDcZOrs7qfMNkoxqsq08Ae9GV1tWV3dzekZWrweP2XqXwXFU6FdPuqqSzP2qrpflE/PydxnPbkHzL6PtM+Ckg+vAWwyrLhXBOUY5M/6Of6GFZq1LC4HFnxzEoVg9EAYZyErBih5BLWF9ONKg2Z1WrFL578Lb7+vWWsPdUn8kI5e+I0ps+dndQ7JZa+TECScTVkzXUN4PMF8Hk8g/2oGF+FJ/9vC1YsX87K7wpjt9vxs62bMevKRSn1e/yUGvi9PnS3tgE0AAKonj4Njz735GB8UtWjRWvI9F098Hv7L8ZVk6vx8z/vGNKndPQaDqsNdQcPYeMjj7Eax0jOnj2Lne++iUtuysydPxZfeuc0Dsa9qqYaJEnF1PNlogc6+d8juKisGldfdRXrvwMAPvzwQ3zY0YC5X12YtK/xNSipkExTkn5bz334c8ZxPbRzPzbct451Ifa///1vHNa3oqxqTNY1YDdUz8Xf2oYXTE9ZhxvnWhimsfYUJhNy3HRjZt5qmdDc3IzLF38NOq0OJBW/r0Dq59upw0ex8Y418LjcMbWyTDj2j0O44SuLMH9+TNlSznhx18twV8gwYVp2q8rkinOn6lDlE+DWb6U2/phIQzaqErIzZ87gtQ/+gYuWsDchkKhoabyLUiZthj836ftA0/RAQdZmhIIBqORKtLBcD6+lpQXPv7Ufl9wcP3mI199wP69ZuQwA8O7u16EuLwWAvBcVjwdN0/jX83vwfxt+mZXpXwB47S+vo5PvyYrJbn/MDaDp0GCxXoLgQV1eGjM2mcTQqNWh+7+1+N//eZDtnwEA2P3aXhjkPNScl7yc0I3VPwRwC/ptGHYAeB39upBUWMBCG7FJZUrmyFv/wO3fvBHTpk1jZd9hDv79HZxxGzDzwnmsthuLeNc+totCt5xpQLmTwIply7LyO5hwwQUXQF5Rip7u7rjFsNOFaZH1RLTWN0JmcOGOVbdn1JdMeWLbVlRd+hWUDNwDih1tZxfcde247657UvpeooRsVGnI2js70hb0xyNaEzBp81O4ofrLZevh/z97/91ofIDZH46JliycSD+17XF8b0H/CIXNZGF9Ga7BYIBQGU+Imbi/iXRcbOgosqHHIAgCYpUCBoMhKysIQ6EQvqg7hXk3Xc1620B/TEADNGg8te1xrF7wjUH9Xbzt042huqIcJ5129PX1sV7TDQC6tD2omMQsaRVQX2DPiachFJ+D1305Vsz9X/y1MTVdyremZd4GGwhVCuh0OtYTMo/XC5KiWG0zkmlP/gHTn3p28HWsa1+qx1uy7QUUCY/ZwfIvSY3Tp0/D/4UFQAmADwBU4dzJowB2JDS1ZYYbx/7zV6y6oBTAXwGUpdHmHKz72WM5s/OJBU3T6DMaMV2lzMv+s4FcqURbXx+rbY4qDVlTeys0LAv6ozUBu8+fhb+1nRh8Ogz/P9NkLFabsbRkJaUaqDRqbF37KJQaNVSlapRVVsBqtbL6+/qMBogUiROyeP2Np+NiS0eRLT2GUCaB2Wxmpa1oOjo6ALEQUsVwt2o2qJk5HaqIY0OlUSfUz2USQ4IgoBpfifqGera6PwhN09AbDFAwnLZj41iIbEPww7V506hJVXLoDOxe6AHA7XFn1Uuw8YF7kl77Uv07JduepCi4I6Qb+WBM1Vj0j6ieD2A1gDkDr+ex0Lp0oE3DwL/p1bwllVK0tbWx0J/0sNvtgIAHkipOL8tYSOQyONwuVheVjJoRslAohI7uLixanNr8ezLWb9+MLWsewq6tzwzRkIVJVA8rFtqOLvh8PuzctA0vbdo2qH2K3ufjP3oAbQ1NMGr1AIDqGdNw/XeWobu7m1XtidbQB/nYxE818WIQ7ufurTsGdVyRGrt4MYvZjxjai2SxTxdKIYWBwYrMdDhTXwfl+MqstA30x/yX37sX3S1tg8dGVU113NjEiyFTrUvFpAn4/MwpXP5VduvlOZ1OhHgAKWQ2osPGsRDZht/nR93e57F+6UrGWke29FhShRz6c+wvlnB5PCCpxA9X8YjUr4Z1nDVJPP1ikerfafUja7HxjjV46YknQfAIEDwe1i9dObhfkqJg97jT+k1s4HA4cMX11+K/H72M1iF6N89AHzMbYT11+KkBDVlZhIYs9TbrjlXhdF0dpkzJj37LYDBArBru0J9NT7tU2051e4IgIFLIYDKZWPOtHDUaMq1Wi9+99By+uuKm7HYqgmlP/gE3HvoYJr0B16zsF/69u3s/1OVlcbUFmWh6Th85jnmKSlx7DXti8cef3Ipxl+V/3j8berF4NJ+ux1gvP2WxZjJomh4wj5w/6PicDdiIFdM2goEAPnj5dfz6p/+bskFiIrq6uvDM3p24dNkNrLWZCjdUz8X0ubOTxiAbx6XNZEbzPz/Fzx58OKN2otn2hx1QzJ2CsqrUbx7h3/nxwfeg0mhgMRhx2fXxdVLTnvxDSrMCSff79nsx9Vk2kxkt/zqCDet/mvG+0uHYsWN46/h/cdE17Bv5sonNbEHDOx/gV488lvXqGrE4evQo/n76KL5yxWVD3s/mdZ1tvWIsjv3937jl0itx/vnnM+4XZwwLoKenB5JSdvVjyWh84J6E9bBikUm9M01lOZo62ljo+ZeYLGZIkkxZ5oJc1iEUy6QwZGHK0mg0wuJxoqQsu8ktG7Fi2gZfIICssgznzrFrPul0OkHmwDQ3kmlP/gE3VM/9Uvt04jT+/MSTOP/Zl+LGIBvHpUgigdVuz7idaFxuF+MRx2jCv7OtoQlrt25E29mmhL+XjWRsyH7PDuy3Yeh+BRQFl8fFyr7S4fPTJ1E+KXsGw2yhKFHBw6PR1dWVl/1r9TqIYmiRs3ldT7XtdPoiVMrQx6K8YNQkZO2dnZDlOCEDvtT0hHVUJUn8sDLRwqgrytDR3c2ah5HH44E/FACVpdWGqZBL/x6pXAZjFhKypqYmyKuSm0dmCtt6qmRtaCaMxemGhky6PAyn0wmBKHsC9FhEa6Cmz52N7z/yAE7d/T1G3ntsHZekkII/4Gfdgd7hdoESidL6bvh3RnoB5sJHa3C/0wf2O2PofoUiIVxuT14KaLvdbtS3nMPYSdU533c6qKurcPL0qbzsu1unhVI9/P6bjfMn7IHHtl4xFrISFXp02oz7HGbUJGQtXR0pTxOdOnwUt85aiBur52JpzTzcPOUCrF+6EtoO5k8Z67dvhkypwK6tO7B76w7IVMohugltRxfWL12Jb02bj/VLV2L1I2vxyTvvY8Xcr+LQGwfh8/kGP0u2X6FIBJB8GFnSP9lsNgilkowSiOjf98GBdwZjesuMBbjnyqWMft/67ZsH4/LJO++zpheLhUQmg9lqYf0if+psPQiSPyQeqRxLiYiMs8/rw6E3D2YUq1TiPWbieJxqrEMoxF7JH7fbDX6aozlswSQG2TguCYIAKRLC5WJv5IemaThdbghF6T1chX9na30jTh85hraGxrR/b/Q1IfIciHc9bGvo329r/dD98gUCgAf48mAOW19fD/nY8oIVqkfHkhKL8NnJL/KSvHbrtFAMJGTJrlXR/T51+GjC19HX0PBK33jnZrzjj+m5HPn9p9ZvwMkzZ1iL06gQ9QeDQXRpezCpbFFK39t4xxrMXjAfpr4++Nxe9PX0DtZVYzrPXTlhHJ5+d3/cz8M1236z93kcfPk17Hxi22Db0XPaTPYrLS1Bb28vSksznxZzOBygJJlNG0X/vt898Cgu/NplWLt1I+762g3QdXRhz8mPk/6+cN22XEAKKQQRgs/nY82LzO/3o6HlHP524C1ctuTqwXikciwlIjrOn7zzPv7ayNyjL5pU4i2RyxCiBOjp6cG4cexM33i9XhD8/D0vnr3/bkYxyNZxyRMI4Pf7WWvP5/MBvIEEJg3Y/J3Rx2rkOZDoehgPUtifvGbLNzAeR098gfKa8TndZypEx/KPP9+EpcuXoaurC+PH567fXq8XNqdjcGV5smtV+L4X/nzjHWuw/P67476Odw2Nd8zGO/6YHuOR33/rz6/i5Rf/jE2/3DhYUSQTRsUImcFgACkVp/wk43G5sXbrRnQ0NuOXL/8BXrcnp/Pc6cxpi9RKdHWzM+ricDgyHqWI/g10iMbarRuhUJfA63Yj4A/kRBeWKqRIBIeDPX+jrq4uCFVytDU0ZkUzkUuNXSzkY8vR3MJegXuf3w8Bmb/nRbY0UOnCE/BZTcicTifIApAeAOxf8wQiIZxOZza7PAyn04mGtmZU1VTndL+pEB3L1vqz0NSMx+e1tTntR19fH8Qq+eBMS7K/cfTnHpc74euW+rPD9J/h/49VwivTa2Xk92/8/ndg0OlZs0kaFQmZVquFuCR1QzqRRIxt6zZgwrTJ+Pnt90AoFrGum8iktmUsSso0aO/pZqVvDocDAkl6mpMw0b+B4BHYtm4DbCYzhGIxBKSgIGsTUhJ2E7JzLc2QVZZlTQuX7zqPpVVjUNfEXhIYCAbA4/FZa6/Y4PF4CAaDrLXncDhASXO7SCIebF/zSLEo5wnZ6dOnoaiqzKqvW6bEiuX4aZNx5MTnrMoLkqHX6yGKsLxItWazSCJO+Lpm5nRGHnhM95+M6O9XjKuCXq9PIzLDGRUJWU9vD8Tq1BOyDS9ux+kjx9ByugHdrW0I+P2s6iYiPceWzboEh944ODiHft+1y9B44jReeuLJ/s/ePMhov6pSDTpZKo7tdDkhSDBClkgLEiY8L798zmXY+9SzIAgejn/wMVZdsHiwJmWm+hsm/UgVgVAIt5s9f6MzTWdRPmHslzqFgXg01zWw0ufoOLdk2G6qMS2vGoOm9lbWhOgEQYBG/ix5kv3+bBxzkdA0zcoUSBiHwwFBmvqxMOn85ljfSaTVSUeTR4qFrD48MeGz2s9ROaU65e8xjSGT7ZJtEyuWihIVgiIBWltbU+57uvRoeyEu+TIhS/Y3Xr99Mw69eRC3zroEL23aBk1lxRCd2YYXt2ek28xU9xn9/eVrfwStTpdSG/EYFT5kz774PDCpPK/Dy7E8ToDYNR3j1YBkMr9N0zT+8+fXWPGF+uuBN9FGuDB17mzGvykb/mrJyEbbn//zQ9x4waX4yle+knH//H4/fvrLn+Hy790y+EQdq8+NJ9hYAcVWPcbh7bzV9qeE3/jv/rfx41tXYcKECWnsbyjvvvceTth7MeuiCzJuKx2Y1JPNpi/ex6+9hQdu/wEqK9kxEf7ss8/w7pljw3ygUiGd35wL/8CTnxzFJZU1uOLrufECM5vN+NW2Lfja6lvA56c2iss0Hky2Sze2DZ+fxISQCLd9m12fxXj8/oU/gT+5EmMnTWT8nUyOG7Y88JjS1tAEhdGN1d9ZxWj7Ue9D1q3TQqlR57UPseat481lt9SfhTnCu8ySxLsskv5ajEr0sVBjy+lKrDtJZS6+kPxmmMCjyP9n77zD4yjOP/4ZdcmyJFtusmxZlqvkJlfJvWAwvRsIkEBIgUAAUwIhoYbeTfgRCEnoYHrv1fRm3Itc1Hvvvczvj9mzT+frt1ck7ed5/Fg67c7Mzm15d+Y731e3EbLi4mIihsb0mt7wXn9sRQVRUdr/W31WzqCR8eTl57tZX29CQ0Pp7tJvys5VXNW56K3Z6+nu1jXvYE1tLWHRUR6V4c4x+0LbGDV4ENV13kl1Zo1t27cxZPwYl4MxcL4/nNnO3b4dN2Uim3Zs01WjaI/CUpV03RU8OW98rf+MGzaUIp1mpfr9Ksu2tjYaW5q9ljvQWUzzzqaI3zRvbe2zlNQp1FRU8tb/ngPUNORQF5zyI+IGU1lZSXJyskdtbmlrIyz88HQXJiyPqatjtp3Et7NZm/oVh0Zc7G2ruImbuYWbnWipc2W/ned8ypHg0BBadArI8vLziRre+4Zk7Xy47y3PE1lffdJkFh17vdmb5WS3yrVWjiOGjhrO/rwcli1d6k7TexEZEUF3p/8CMlvXq7N/95Seji5dVw1W19USFePZiLk7x+ztfgKIih5EdY4+U0aOkFLy/eZfGJNhfdbAEc72hzPbudu3kYOiCIuPYe/evUyf7t5xOEtTUxNtnR1ERrt27vnivNGLwUPiqKytobOzk1APNYX9foSsqqqKyNjBbntpueKZ46qPlq257KsfvpvouFiev/8Rnrv//2iorSV7VxZnpGVyyqS5DuuKjIuhpMxzs7q29nZqK6psHqNl+2GD2d45qGmvMCAa2ALcAsShptE2WGwXrv2/8eDvN3MLMMvsbzk29rlbK3OIVscWi+1dJyQslPYOfZLGHsjPZWhCbw88b/hXlRUU0dHewVOaJvH5+x9h3/adnDQ+ncuOWXvwu7N13jrrZWZLD/ngVTdw4W9/R0ZGBjkerriMiIigxw/eUiac0bl40xevs6ODCDdNXK1RVVdD1GDPMm64c8y+8A+MGhxNdW2N7uVao6ysjOqWRoaNtj+V7MjrypHW09seeCMnJvPjZvdtcZzl559/5uWnnuO0KfNd0lpe/fDdbHzjPdamZfLUnQ+yb/tOLjt6re5aTT0IDg4mInawLrNS/V5Dtm3bNt748UvmrlnhVh325rJ9oY9wlMvNGiW5+fTklPOnC37vUd13//NBHn/8cZadeIzLx+hs7jvLPnzxocc46/KLOO43Z3J6aibDE0bx6OdvHqaxs6W90+v7OLBjN0ld4Zx28ilu7W9CSsn1d9zKjBOP8Poorfnx/2nVSdRV1XDW5RcCvXOoetp/9vSQ0SKU4eGDeO+99/jxR3e0a4qsrCye/+x9Fhy/2u0y+iqd7R18++zr3PeP23XL6nDDnbeRdtwKomNtj3j3VTo7Ovnmmde4X8f+ssV7H7zPtrpSZiyab3c7f2sQHdHZ3sHXz73O7X+9nqgoz6ay7ZGWlsaYmVP5483Xunycnmipfc0vn3zJSXOXOKU5HtAasqrqKsIGuz9Ur7dnjrv128rlZo3ouFjKdciv1d7eTsG+bLeO0dncd5Z9eG1LK0/e+SCnp2YCUFlaxumpmfyloaGXxs6W9k6v7yM4JIS2ds9HyBobG2npaPd4dMIZzI+/tqqars5OqzlUPe0/e3rIuNEjOf7449nqodfR4MGD6Wxt86iMvkprczNxsXG6BRddXV3UNzb45Bz0B6FhoRAc5PWVlj09Pfyw5ReSpkxwuK2/NYiOCA0PY3DiSHbu3OnVevbv38/qtSe7dZyeaKl9TdTQWIp0sJvq9wFZWWUl0XHuvxXq7Znjbv22crlZY1DMYOoa6j32Mers6mLclIluHaOzue8s+/DuqEh+e90VvLrnBwCGJ4zi1T0/cG9MTC+NnbU26fl9BIcE09Hluei1pKSEQcOHev3NHXof/5Bh8YSEhlrNoepp/1nbzvRZSHQkjz72KOnp6R4dS0xMDO1N/ksa7U9ampqJ03Ekq66ujvDoQbraaAQaETHRuplz2iI/P5+OUOHUAjFXvbb8oZFKmDSeH7f84t06Ro/ml43fuHWcKalTGGKWBzrOQR5ofxI3TB//z/57hWqUV1d5NEyvt2eOu/XbyuVmjeDgYEIiI6irq/Oo7s6uTtbdf6tbx+hs7jvLPjT3mAGIjo2xqrGzpb3T6/sIDtbHKb2svJyIIb5ZUGJ+/NFxsYwcm2g1h6qn/WdPD3nbHy7js88+Z8OGDVb3dZbo6GhEdzedHb5ZCRZINNU3MDLe89RnJmpqagiP6Z+jYybCBkdRU+NdHdkv27YQP8E56wZPNYjWHOb1JiF5LDmlRR4/J2zR3d3NEccfw5avvnPrntxbS/0I0bExXs1h7AlDhsdTUFzkcZ7Qfr/KsqauluD6eu6++Gpy9uwlJXUKVz98N6OSbOfcKyso4r5Lrz24/XnXrePpO9eTs2cv9116rcP99WRU0hiufvjug+0ZOyGFjo4OLl59st1jCY+OoqGhgfh415Ybm9PV1U3CuCSrc/aWfWS6UO679FpydmcREhpKZ2cnE9Km2u0va/nDTL/vffBR/mllCbOtnGN65tsLCg6mSwen9KLSkoNJdb2Ns8dvuZ1JgGz6Lv/16Zt2z2/T/mUFRdxx4RVcuPx4JJA8ZRL3vP4sDbtzSUlJ8ehYhBCMGDacxro6ho4Y7ngHHbB2Tjtznbu7ny2a6xpIGJfq9v6WVFVVEebhCstAJzxmMBU6yDRs0dXVxc/btpK4YEava8XWd21+jZmfH2MmjAcJRTm5Nq+1soIiTnjoMaY/+j+bdeh1rh79q9PZvmM7y5Yu86B3rPPLL7/w0dvvUlleTkhoKNm7sw57fto7jlFJY/jnB7bzQAcSEVFRdAlJY2MjMTHuDwD16xGy7u5uGpubeOS6W1l07JFs2Pb1weTg9jAlDzVtf+sFl1rd33I7R+W6i3k9TfUNNNXVO6wzJCqC+vp6j+rt6elB2JjmsHbsps+Sp05mesY8xqdO9qhf/JlPUAQJunt0CMjKS4kd5l8PPEe4ex7fd+m1NNXVc85Vl3DuVZfQVN/Ao9ffTk1DvUpm7SGjho+gsbbO43KcxZN+0PM+0NHQzLBh+o2QlVVWMCjWv7Y/3mbwkBhKK7xnfZGdnU1Q7CAeue4fLn/Xve7fdfU01TfY3d/0maNt9DhX3376BX7ausWpfV3ld7/7HdMWzLX7PPDVM9QXRA2No9xDx/5+HZA1NjYSGhlBrosCSkfJTb0hIne2PXVV1dRWVTusM2xQpMdD0T09PQQFWdc+2RN2u7IAIVAJEkH0dHuW701KSXllBYPj4vRplJdw9zy2JrrN3bOXiJhoqqqqPG5XUsJo6qt8Y2cAnvWDnveBlpo6Ro4c6VEZ5hRXlPlslNZfDB4SR4kXA7ItO7YzbPwYj81xa6uqqbNx/zYlyN67TQntT0/N5Mk7H+ScHbvtlunJuVqUnUtJTaVXpnuz9u5lycnH2H0e+Htxg55EDImhtLTUozL6dUDW1NREaGSEywJKR8lNvSEid7Y9ccPiGTIs3mGd4VGR1Dc2elRvT0+3zREye8JuVxYgBCoiKIhuDxPwNjQ0IMJC1SowP+CsDsXd89iW6DZ8sD4C69EJo2mrbfC4HGfxpB/0ug+0t7VBZzdDhugXQJWUlxEzJE638gKRmCFxlFdVeiVpdldXF7/s3M6YiSlufdeWi23ibNy/TQmyp2ip6l7d8wO/ve4Knp+RZrdMT8/VuHGJ7NipR9q23owZO4ZtX/9g93kQCIsb9GLw0DiKPPT/7NcBWXNzM41NTQfNMs9wMkm3PaG5uTDxvOvW8eJDj7E2NZMXH3qM865b57BN7iTo7SXWjo0hIirqYOLVjvaOg8acV590DqdOmssZaZn8de35XHnFFR4bdNpquzXjUEcLEMoKirjs6LWcOD79oFnpjh9+9mqSZleOybx+PVZF1tTUEOnHDBFTHnrMqe3cXQxhS3QbFhNFdXW1J00HYNSoUTRX1XoslHUWR/3gyOxTj8UktZVVjB09WrdVuS0tLbS2t7vslN7XCAkNJSQywisrLXNzcwmJHURU9CCnvmvL8+S869b1WmxjWqi08Y336OjoOMxguaNdTffbe155cs1+9/4n/Eozps3encWT96zno88/86yTrHDCaaey/fufyMvax/bvf+LAjt08fdd6OjoOPbM6Ojp4WjOy3viG42ezr3DmOb3jh585Iy2TE5NncUZaJiV5BRSWebbSsl8bw27evJkTTz+VI886NWCSWuthCGjPmNNkIFtZWkb6tOmUFha7bdB52XV/4Yg/nnNwubynbVdGf1UcfY5Kavvh86/QVN9w0AjWHwaJto6pqrSc2s17ufLiP7td9ubNm3l787fMPXK5ji12nhOSZ/FO3jaf17t/+y7GdoWz9pRTPSrHZKo7/YRVAWFo6gszz50//sKsmFEce/QxupRXUFDAv155jsWnH69LeYHMT+9+yjlHHMvUqVN1Lfe1N98gu6eJ1LmznNpeD4PlvzQ0cG9MjNfuh+Z1v/v0i3z4zEvs25PlkSDdnPb2dq659SZW/e4sgoKC7B6rv+799nDmOzwjLZPpGfNYd/+trL/qBnb8sImLr7qc+2653a7FTEAawwohgoUQW4QQ72q/DxVCfCKE2K/97/GYfUtLC2WFxQGV1FqPOXNn9FvF2Xmkz5/vsUGnnm3P2bOXOjPNUW1VtU19nq+wdUx6vKjU1tURNsh7LtjWMOlQTkhWDw/Tz75YRm9i0OBoanRI9iyEYFLyeKpKfZOn0BG+0Lu0VNaSnOSctYIzVFRUEOmBD2NfIjwumvKKCl3LlFKyedcOxkxIdnofPQyWs/9ymc90ycefdxZVFRVkZWXpVn51dTURMdEHAxN7xxqI+jFn2tbW0sq6+28lZugQ1t1/K+2trQSFh3m0mM6fU5aXA3vMfv8r8JmUchLwmfa7R7S2tZKQPNZrc9Se6gncbY8z+q2kSRP45ssvPTPoFL1PD0/bnpI6hTgzzdGQYfE29Xm+wt4xBXk4bVRTX0ekB1ki3MGkQzGNjJl+9uWK1cjoaKp18jaalJxCbam+D1l38bbeRUpJU0UVY8eO1a3M4tJSoobE6lZeIDN4SBxFpSW6lllSUkJHkGRwnPN9qIfBsi91ye898xJjJqSwbc8u3cqvrq4mwmxlrz+P1R2caVtEVCTrr7qBhppa1l91AxFRkUTERHsk1/DLlKUQYgzwNHA7cKWU8nghxF5ghZSyVAiRAGyUUtr9hhxNWb71zjv8WHKA1x59QnnApIwHAUXZubr4BdnzULH1Nz08i5zyAOvoZMTIEXzz1ddueULl5OSwaOkSqiurlHeOgMIDOQQHh9ChpRRKnjKJvz3+oNPHVVZQxB1/vIK8vfsRwLipk/jDTdcc9Hhz1B/W9v/bvx/0yndYUVRC044cLr/oYrfL/veT/0MmDycxJVl3rypbmNfT2dHJf756D8Clul1pq7VthwyP56cX3+Wem2/1+HhKS0t58On/MmnxXK/2nz3vwcOuMS+1oaaikqKvNvP3q/6iW5mP/PdxQiaNZnRykm5luoMvzv/q8grKv9/OtZdfqVuZG7/cyNcFexmVPNap9pu8+fKz9h/05jPdI61ta/M+buc81KPfLOu+7L5/kPv1Ju664RZCQjyzJ83JyeG4445j/4EDjJ2UQmd7B8U5eeqPQjAmJZmQ0FAKs3MIDQ2lq7OTFBt+ld56Xjoqw5nvcccPP3PrBZfS1tJKRFQkNzzxMF2tHRw1dTaZmZk2y7Y3ZemvgOxV4E5gMHC1FpDVSSnjzLaplVLanbZ0FJBteOUVKgZJUqYpTYEvE7r6O3lsT08Pnz3+PA/dcY9bAuGMjAzCoqO4ZP1tXLrmdEDy6Odv8adVJwHC6YTfemJNg2ZKmK035YXFtO7J59I/XOR2GXf/80FGLZzJ0BHDfXY+mNcT8od1XNuo8vu5UrcrbbW27b1vPsenjz/PA/+4w+Obe09PD9fddjOvvfoaS49f47X+s5fk3lfXb9Yv25gUEsvJJ56oW5l/v/0fzDxptd/zWPri/O/s6OTrp1/h/n/coVuaqH/++1HCp47lgcuvc1sX5slx+vI58u1r7/HHk8/02NQ5IyODCZMmMfvUNdzz579QV1XDWZdfCLiuG/aW5tqZMtzZL+uXbUwJG8KJx9vWbAaUhkwIcTxQIaV0K4mWEOKPQohNQohNlZX2nZm7uzsJCg4++Lsv56z9PT8eFBSExH0t1NatW5m9YD5h4eG9vM9s+ej44nitadC81a9SSoKEZ5dHU3Mz4RERgH8867r+s94trYYr21vbVghBSHgYra2tHh9PUFAQqRMmkbdnn1f7z1nvQW9SV1LO5IkTdSuvpaWF5rbWgFhh6YvzPzQslOCIcN1WWnZ0dJBbVMCIxASPdGGe4MvnSGziSPbt3+dxOVu3bmVO5nyGjBhGbVU1XZ2dbuuGvaW59tZ+g2IHU1nr/pSlPzRki4EThRB5wIvAKiHEc0C5NlWJ9r9V4YiU8nEp5Twp5bzhw+2nVOns7iYo+NAh+nLOOhDmx0VQkNsJxtPT09n+y2Zam5t7eZ/Z8tHxxfFa06B5q197ursJMQvmXUVKSVNzM2FaQOYvbYg7Wg1Xtre1bWhEBC0t+iQHnz4llZFjEr3af856D3qLrs5OmsurPR6dMKeyspLIITE+SWzvCF+d/5FDYqnQSdhfWFhIxNBYQkJDPdKFeYIvnyPDEkeRlZvtcTnp6el8+P4HhISGMmRYPCGhoW7rhr2lufbWfoNiBlNV04cCMinldVLKMVLKZOAs4HMp5bnA28B52mbnAW95WldXVxdBQeqh6ozniTseYdb20dtfxVYdjtoa5EFAtmHDBvbtyeL8jCOJjo0hOi6Ws2YuoaG2nqqy8sOOy1eJ1qNjY6wmzNabnh7p0bRHV1cXXT3dhISqKTu9+sfR924v8bf5Z/bKMfcqeuHBf7Fv+86DvnHO1AcQEhGmW0A2adIk1pxwLN+64RHmLM56D3qLiqISUsYkEaEF8HpQWVnZS1jtT2ydJ55+b5ZExEXjaObEWXLz84geqXIBW7b/vOvWed2TzpXyTP14iuZDeeqkuS73Z/zIkRQUF9PZ2elRm59//nl2bt3OH5YdS3RcLCPHJva6Z7tybZl7fb7w4KM0NzZZPVcsPcF2/PDzwb/p5tm2aw9npGVyita31jw0Bw2OptqDEVq/+pAJIVZwSEMWD7wMJAEFwFoppd18Do40ZP95+km6xsYzZkKyU/PBevmKgb7+Ku7W8dl/N3DX329y+yZ/w523Me34lQzSzE39rYvzJQX7s4kqb+K35/zarf2bm5u5/t47WPXbM3Vtl17fgbPXg7uavZ/e/ZRzVx/HlCn6vNHftf5+RmTMYPjoUVb/3tfPzS0bv2X5+DSWL9PPs+7d999jV2sVafNm61am3uj9vWXv3MOo1iDOOn2tx2371//+Q1DKSBJTkg/7W6Cdb6b2fPPeR8TFx1NXVc2S49e43K7vXn2Pi04/m3Hj3Lde0fPeZ97PtvTLcLgn2M4fN/Hy7h88rt+8DSaPz7rqapYct8aqzvTeN5/jk38/z/rb7iTYxgxLQGnIzJFSbpRSHq/9XC2lPEJKOUn73+PkWsHBwUipUmk4Mx+sl6+YL3QEztQhpWejPKEhIb1G2Pyti/Ml3V3dhIW4n/Kovb2dYA8F7dbQ6ztw9npwV7MXFBKsS4JxE3OmzaQ0N9/m3/vyuSmlpL6wjLTUw1PkeEJxeRkxOqZg8gZ6f28xQ4dQXO5Z+hpQ30l+cSFDR46w+vdAO98O+lBmaXkj97qXRzgyPo6SEs+sQ5qamgjVaaTX2Tyglp5gbS2e61ct22CZk9OaFk4IQVhkOM3NzW7V1a9TJwUFBSG13GbOzAfr5SvmCx2BM3VIKT3Sj4SEhNLddSggCwRdnK/o6e4mNNT9gKqjo4NgD/a3hV7fgbPXg7uaveCwUNo1exQ9SEtNpa7AduLevnxu1lVWExsexbBhw3Qtt6yygpgA9yDT+3uLGRJLeWWFx8bO9fX1dMoeIm0YOwfa+XbQh3Kqljdyint5hAcPG0JBiWfTxs3NzYRGhntUhgln84Ba8wTTC0uPT1NOTltauNDICLcDsn6dOun5l16kOjaE8amTnfbJcsevxJ6XzJgJ40FCUc7h3mfm+9rzSLPmdwIc9tmMzPkH2yWl5JN/P8dDt9/t1ihZTk4OK1atpLSklJQ03/gwWeKMN5Te9ZvqzN6VRcr48Xz44YduCa2Li4v5vxefYdHpx3mlfZ72gbu+cc76vm398nuOmpJORkaGy22zhpSSG+68jdRjlhEz9PBRH1/5vHmDnd//zMzYBI475ljdyuzu7ubKG//GygvOdHqk1h99ePB6253l0JPKGaSUfP7ES9zx1+uJinI/S0ZWVhbPffouGScc5fV2u3KdmW8LEBYeTldXJyEhocofUkrCIiLo6e5izMQUm88e82Mw/75Dw0Ip/3En1152hUvHYE5WVhYvfP4B8487wu0yrLXR3rP0y7fe54Er/obskYggwZUP3sGU2TPdeuYDvb7bzo4OQsPC6OzoJDQslM7OTiakTbX5PPrhjQ/54yln2pz2DTgfMr1wFJC99uYb5Ae3MWnmNB+2qjf2tAa958dPxuT1ZW87ZzVknR2dfPPMazxw6x1utTsjI4NRY0az5uLz+Pmzr/yikfCHN5SpzgkzUsn99Ad27tzpVi7Q/Px8Hn/9RTJP1ScnYV9j29c/sHL8NBYvXqxbmW+98w5ZbdWkLZijW5mBwNcvvsWlZ5+vq0N/bW0ttz2ynhW/Ps3pffypi9Kz7m9feZdLf3UeiYmJbrfnm2++4Yvc3aQvs23wCfr5ZDmr1TTf9oPnXqa1uZXurk5mZM4/TDfmqG3W/n7ny0/y7bOvc98/bnd7dmX79u28/sNG5q5Z4db+7uCuztpuXmg39Xg/vfMJv1lzIpMmTbL694DVkHmbyPBwOnXUsbiDPa2B+d/Mvb7sbeeshqyrs5Pw8DC3271161ZWrV5NcEiI3zQS/vCGMtUZHBTMKaee6nYu0O7ubkRwv7687CKChNsrfG0xc/p0avKLdS3T3zTU1BLWDWPG6DsSVVtbS4SLabv8qYvSs+7w6CiPvcjKqyqJinHcf3r5ZDmr1TTftq66hvbWVtpb26zqxhy1zdrfQ8PDkMFBNDU1uXwcJjo6OggKcd8yyB3c1Vnb289dPZ4n+tl+/cSIjIiks8OzJbyeYk9rYP43c68ve9s5qyHr7OggMtx9YWV6ejrffvU1rU3NftNI+MMbylRnW0sL77/3ntu5QKWUEAD+T35DCHo0/aZejBs3jqC2TprqG3Qt158U7s9h/ox03b3CGhoaCIly7fr3py5Kz7pDBkXS2NjoUXvKq6uIdiJ/pV4+Wc5qNc23jYsfSnhkJOGREVZ1Y47aZuvvEbHR1NS4v6aup6cHdMqU4Czu6qzt7ee2Hs+De1+/nrL8+eef+WDXz8xeuUS3Op3VfVnb3hUNmfn8tLV6wL6eq7K4lIZtB1j3p0vcOs6cnByOOuoo8vLzmTDNNW2Et3ROemvIDpa/O4ug4BA62tpACKXL6Oxk6pQpvPPOO25pyLKzs3ny/TfIOLG3BsVZTYTDNuus83Glr51pw/bvfmJxwkRWrFjhcdvMeeOtt9jXVU/avHRdy/UXX7/0Fpec+RuPbAas8dVXX/FVYRazlvSecnP5fnQgR+XG1XQz3sol6Ml5bX4dh4SG0tHewcQJE/jggw/cNtq944F7Gbt8HnHD4l2q25V+6n3/CaajvR2BOExDZvm9dHZ2UJyjVhybNGRhYWGH6dis6dzMdWW2nl+bPvyCtYuPYPr06W71nbPPXT3vZdZyT/7hZsd5kp3RkLmqD3TUfwNWQ7Z7925e/PJj5h+7Src6ndV96VmPO2UXHsghorSBC879jdttcFeDF2gePbYw95cpySskclAUx5y7lg+ff4XwiAjefvV15sxxT69kKyBz1lfHUZv17ltX9HrOtMFbAVlOTg7/fn0DS9aeoGu5/qChto7d723k1uuu1y33oom33nmHfV31TJ0zs9fnzp4/tryXfJlL0NXyTW0tLyph8fwF5BzIdkv/CfDXW29i7unHEOHkwgC9PCy9kR/T1XvO1o3fcdTU2W4vyNm0aRPv7/iJ2avsB2R9Oe+nPTZ98DlnLD2SadOsPzcHrIZs0KBBdLW16Vqms7ovPetxp+y2llZioz1z6Y7QRopcJdA8emxh7i/T3tpKfXXNQQ1HWWERYWHua/AAsPKu46yvjqM26923ruj1/Pn9JicnE9zWRWNdvc/q9BaF+7LJmDVH92AMoKml2erSf2e/O1veS77MJehq+aa2lublk7lksdv6z56eHlpaWw+mPXOlDd64lj3tP1fvOcHhYTR6oCELDg4+aDflbLu85dfpDzzx/+zXAVlsbCwdzfoZxIHzui8963Gn7NbGJobGeWYKGRkeQZcbGrxA8+ixhbm/THhkJLHxQw9qOEYmjiY83H0vnaCgoIOmxNbqdOSr46jNevetK3o9p9ogpU2nak8ICgpiwczZFO7zPOeev6nJLSJ95kzHG7pBc2sLYVYW9Th7/tjyXvJlLkFXyze1dcyEFD75+GO39Z8dHR0EBQe79FDVy8NSr7Jt7e/MPSc0PIyWVvefm+Hh4fR0dLnULm/5dfqD7o5Ot7Pj9OuALCYmhs7WNl1Xe5nnxTLlePRGvjtPc6J1NrUy1EOX7sjISLo7Xe87X+S11ANTO/Oy9tHV2Ul1WfnBfGsnnXuWRwGZrbfEXudPXCzRsTEu9ZO3+taVXI7OtKGn2zsBGcDsWbOozi30Stm+oq6qmogeoavVhTktra2EWjl/nT1/zK+NnT9uInfPPrfPN2/fDyzbWnggh62/bGHDhg1uldfV1UWQi+euO8fo6nfhbv+5es8JDg6iq9txQGWLiIgIup2YWfFX3k9v40lApr+VeAARFBREXEwsrU3NRMfG6FLmqKQx3PfW806LY10RKzraz5U6Vx1/DHFr4jw6VvWm03v5rrMi1o72Dro6u9i/fRd3XHjFQZFqIBl4mr5La3zz0tseTVkGBwcjuw8PyOzV6QzW9tejT62Va6udTh2D7PHKVBxAUlISEd2C+uoaYuOHul2Ot65TZyjcl0Pm7Lm6r6400d7ZQbCF9YAr7fb0PHVUp573Acu2Njc0suvdL9wW9LtjWeNMf1k7Znf72BNDckcEBQfT2ea+O0FkZCRd7dZtH5z93t1ZLGHvO/DVYqirH76bzvYOY4TMFiPih3lFb3Lfpdey6Ngj2bDtaxYdeyT3XXqtU39zt0xX63zjqecZOtT9hxVoAVln7zclUz3JUyczPWMe41MnW21LU30D5151CedcdQlNdfUH/+5u3/gaT95yAEJCQuixEpB5g0DsU9nVTWio+7lA7SGEICN9jsfTlt66Th0hpaQmt5D0mbPcabZTdHf3IETv27s/zhNbdXqzLSIoiO4e92dFPE05Zws9zzdHnzXV1dNU3+BW/woh8MSxZvDgwbQ3tzh9LPa2s/eccQVvnW+W5d576bV0trQyeLB7+u1+H5CNGZlAfbVnJoHWcNbw1RVxoTtGftb+tnrtSVSVlRMdHe3RMUZERNBtoQVwRuxrz+gwUISXjujy4C0HIDQ0lO4u94f9XSEQ+7Snq9vzRRF2mDVjJtU5hR7lLPTWdeqImopKYkIiSEhIcKfZTtHT001QUO+gwh/nia06vdmWoCDh0Xlha3TbU/Q83xx95s6CIRPd3d2EeZCHd9CgQdDVbdUD1B+LSlyp19Nyc3fvJSZ6MCFOpiuzpN8HZKNHjaLFCyNkzhq+uiIudNfIz/Jvb/73WRLHjPH4LU8FZL2Hnp0R+9ozOgwU4aU9enp66Onu9khDFhYWdtjoorcIxD7t8eIIGUBiYiKDQ8Kpq6x2uwxvXaeOKPLydKUt/HGe2KrTm23x1MkpJCRE9ywToO/55ugzdxYMmeju6iY0xP1rVwjB0LihtFgx5/XHohJX6vW03LGTUjxaTNevfcgA8vLyePyNF1l46uGJe20ZgyamjCM0NMzu/LsjPZelSd3fHlcaKmtJUJefdKzDMp2p0/S30clJXH35lVx68cWedC81NTXc8eg/WX7uqVb7zNbcvr1kudYSpZsnRbfVf86Y/LmKLR3GPX/+C7m79jJ37lw2bNjglhalo6ODv/zjRlb/4WybdemlnXOkJ/GHVu/Htz7iguNPc1vH4wwfffwRm6oKmLnYPb8kf2jIpJRsfPY1rv3jJYwcOdKtdjvDff/3EMPmpxE/6lAdvkxM72hbb7YlOjaGrA++4pZr/+ZyeaBE/Vfe+DemH72c+y/7a29j1QkpDs3AXWmru+cbHH59V5aUHry3hkVEMDxxFOWFxQ6fJZZ6s5N+/2uOmJLOmiOtJ1Z3hrvuv5fH/vsfinPynPreLdvT2d5Bca5t89uDxtVmz6Gxdr4bXYyHndBur730D0yPTeCs09faLG/AGsMCtLW18dfbb2HlBWceJjLubQxaQOSgQRxz7lpefOgx4oYNc8mw0xJbJnUnpaSTOD6ZW555lJt+8yeKc/N4K2erq4dul18++4pjps1329jPhKnvjvj9r3RqmXPmfSqBbiVHn6NO6g+ff5Wm+nrdE4vbSiw7Z8USJo5IJCY0nFdffdUtc0kpJZf//a+s+v1ZBAcH+9y00N8mid++8i6XnX0+o0eP9lodZWVl3Pe/x1h2zik+H21yl6rSckq/28p1V1zt1TY//J/HiEwdx8ix7ifYtoW/zy1Hbfn7f/9J0deb+dsVV7ld7l9uup4333yTJccd1SvJdF1VDd4yA/cUV74Xe2axn7z0Bq889wILFy50uy1TU1MZP3s6v7vxaqf6yZF5LfROFG4yrjY3Lq6r9M5340q/btn4LasnzWLRokU2yxuwxrCgpt2GxsTRWFt32N/M56nbzIxBuzq73J5/tyzbsgzZI7nlmUcZnpjALc88iuzRPyBuq6knMdHzG3F4eDg93d26Dt87M5efs2cvtWYatLqqaq8kFrelw1h20jEMiYvjkksucdtcUghBVGQEne3tNuvyJv7WlXmqwXOGkSNHEhsWSU1FpVfr0ZPiA7lk+GC6MiIs3Gt5fP19bjlqS1dHBxEeyA0ABkcPJm/PvsOSTHvTDNxTXPle7OnNygoKlQ7Mk7ZkZ5OeMc/pfnKkf7M8NtPzwFxj5q3vxpV+battYNSoUW7X1e8DMoCUsUlUl1Uc/rnZPHWEmTFoSGiI2/PvlmVbliGCBDf95k9UFpdy02/+hAjS98bc3dVFe12TLtMhQggGRUXR3qpftgNn5vJTUqcwxEyDFjcs3iuJxW3pMD7Z8DphISE88sgjbptLAkRFRNLR1m6zLm/ib11Zd4f3AzLTasvi/TlerUcv1OrKImZMcy9HoCsMjY2jtbnZK2X7+9xy1JbWlhaGxDpODG6P2MGDGTtxvHo+mCWZ9qYZuKe48r3Y05uNTBztcUA2Y8YMvn3/E9paWpzqJ0f6N8tjMz0PzDVm3vpunO3Xnp4eWqrrPArI+v2UJcD333/PS199wgcbXrE+D29FQ4aE4tz8gxqoP9x0Df+55Z7DdGEHy7AyJ25NR7V3y3abGjI9qCwupfqXPfzl0nW6lHfXQw8welE6Q0YM06U8ZxMNO6MhA+d1Us7qMABu+/1llOTkM2fOHLc1ZAAP/Ov/6BwezRO33+9W8mFP8Iffm3md8fHD+Pbrr5kwYYJ36+xD05aVJWWU/7Cd66642ut1ff7FF3xfls3MRQt0L9vVc8uWbtTVcpxNfl5XVcOU0DhOPP54t4/xxVdfYWd9Ka88/B/dNGTO4gtto/m2o8aOoaK4hI62diKiIjnhzLX8+/71DPHAWDw7O5tlK5ZTUV5BSprj+7U9Tdt5163jPzff0+tZ+oebrjlMQzZq7BgqS8roaGuzqU92p89stc10DhYeyCE0NJTOjk4SRifw5Rcb7T4zBrSGDKCkpIR5mQtYc+4ZTuserCVbjo6N6aVrGqoFKbbml/2htdj98xamRQ3j+GOP06W8f/3vP4RMGk3COO84inuCu5oJR9vu/PEX5g0dw5Grj/Soff979mluu+N2VpxyfEDobbyNqY9XnXYiT/79dpprG9xO7uwsUkpuu+8eklbMY+iI4V6ty1O2ff0DmQkTWH3EEV6va/Pmzbyz5TvmrF7m9boccUZaJtMz5rHu/ltZf9UN7PxxEy/v/sHl+2NvndHJ2NILbf3qe1Ykp7F06VK32/z5F1/wfekBtxeMeII/9abvPLWBj559mZLCIo+NnZ/d8AI1sSGkTJt6WD2uHJc3k7DrcQ7GDY8nLj6e0oJCjliynKw9e+ze9wa0hgxg1KhRVJSUsfqMk92a0zbNWVvqmmz5wdgqwxd6g6byalKSx+tWXmz0YNpsmPz5G3c1E4627WxtZ7CHidkBYqIHU3ggN2D0Nt7G1MdSSpatXOW2/s4VhBAsmJVO8f5cr9flCVJKavOKmTHd+9OVAPHx8bTVH2474A/aWlpZd/+txAwdwrr7b6WtReVJdPX+aL69Pb1QR0Mzw4Z5NqI/LD6ejkb/3Pf8qTdddsLRVJVX6JJlY3LKBGpLyq3W4w3fP3fK1+McNGkMy/ILueTiiz267w2IgCwoKIixSUm89q8nnJ5ftjZnbalrsuUHY6sMb+sNenp6aCyvIikpSbcyvalF8RR3NROOtu1qaXPbadmcITExJIwbGzB6G29j6uOGmhq2bdrkkf7OFaZPm05tfrFP6nKX2soq4sKjGDFihE/qGzFiBC019R4ZpOpFRFQk66+6gYaaWtZfdQMRUZGA6/dH8+3t6YVaaus91tCOHDmSlpo6j8pwF3/qTd956gWSksfpUu6kSZNoKC4/eA562/fPnfL1OAeTp07igSuvJ37YcD755BOP7nsDYsoS4KWXX+aq666lvMi6L4sllnPLJ1xwDg9fe4vSmQGJKcnc9NQjgHUd0n2XXttLe5Cig27I0Xx3VWk5FT/u4NrLr3S7Dkt++OEHPtm3lfTltpfxukpvjZgkLDyc7u5ul7VVrvi2HdScOKH9+P619/nT2nM8Tvz8888/89zn7/Phhle95sMEvskX6Eo7sndlkZyczMcffeRVHzITUkpuuut2Jq9Z4lFuS2+y47ufmTM0kaPXHO2zOq+/41amHb/S6Ty+ts4Xcw2YI38razjUkLnhJWXreu5s7+CbZ1/nvltu82iUp7u7m7/cfD1LfnM61WXlbmmzXLnn2CrDm9ftoet1Dz09PcgeSWh4GHffdTdXrFunSx23P3AviYvTiR810m2/RJfzX7rQb65qyMz1dqZroaygiODgELo7O53yrhzwGjKA0tJS7n/qcZaffYpbdXlLr6RnG3b9+AszBo/kuGP0WySwa9cuXv76E+Yds0q3Ms19xj547mXamltJGD+WJcet0VUv4e738OWzr3H9n68gLi7Oo/r37t3Lc5++x4LjV+vWNmvYKstfflE7f/yFuUPHcJSHGjxXeOudd8hqqyZtwRyf1ekKX214k8vO+a3HQb4r/PeZp2hPiCFp8kSntrd1vphrwP64/AQ62lrZsP0br/gB2tOGOUNZYRHNO3NZd9ElHrUJlLnu0DlTufviq9309/LsWLzNQR9OM5+1pJTxVOUWsm3bNl3qeP/DD9hWV8L0hdbF9YHkaWcLRx5p9731PFu//I5lyaksX7bcYXkDXkMGSkcW2i1pqm9wa39v6ZX0bENDSQWTJ07SpS4TsbGxdDS36lqmuc9YXXUN7W1tHucqs1WPq99DT08Pna36TFkOHjyYzhbrfafnOWKrLH/5RXW2tBIX45ntgKvMmDaNusJSn9bpLI119YR1w5gxvsuUADAlZSI1pYfb/djC1vlirgFrb22lq7PLa36AnnpJVRWVMXW8cwGoIyaNS6GqrNzte38ge5aBmQ+nmc/a1NRUsrKydKtjxrTp1OQW2Zw6DyRPO1s48kjr6emhNq+YtNQ0j+saMAGZEIJZU6dRmlfg1v7e0ivp1Yb2tjbaaxtITk7WpS4TsbGxtDfpqyEz9xmLix9KeESEx7nKbNXj6vfQ2tRMTPRggoODPa4/Li6OtkbrfafnOWKrLH/5RXU0tng8uugq48aNo7uhhdYAXIBSnJ3P7GnTfW7LMT45mabyKqe3t3W+mGvAwiMjCQkN8ZofoKdeUk0VVaSM12dR04Tx42ksq3L73h/InmVg5sOp+ayNmTCe7B27ddV+jhkzhujgMJs5ZwPJ084WjjzSKotLSYiLZ/hwz1d5D5iADCAuejD3X/ZXTp08j6tPOoeygqKDfysrKOLqk86x+jeAqx++m41vvsfatIU8deeD7Nu2k8uOXnvYdqZtv3v/E341aynfvf/JwblyZ7DXDnvlluYVMm3iZN0TOkdHR9PT2UVRdq7d/rHGjh9+5oy0TE5MnsUZaZns+OHng8cRHRfLc/c/QnVZBc2NjRzYvpuNb77nUl/ZKt+EO99Dc0Mj8R4khzUnMjKSUBFEe9vhxrrnXbeOFx96jLWpmbz40GOcd906q2XYOx9Mf8vencWLDz3Gr2Yu6XWcnpyHjrDXrvamZo88jNwhODiYmVOnUZyT59N6naG2sJgZqdN8Xm9CQgLdTW20tzo3wm3rfLnhiYfZ+eMmzp2zgq7OTkYmjeGsmUt48aHHyNmd5fT9wJl6o2NjiI6LdeqctTwHi7Jzaamq021RU1JSEk3l1Vz1z7v47v1PnDpm82MJj4ygobbe4TVu75g86VdHmNqau2cfO3/cROH+bLL37WfDhg261SGEIGPWbAr3Z9ttgzfuUXCoP0+ZNJcz0jI5ddJcp/rV/HvoaO9g45vvqfMzLpbo2Jhe7S3el0PGbH2kEgNGQwYwf/58ImMH86cHbuXjF19z2TPMWo7FoSOG6Trn7e6c+qaPNnLCnEXMm2d1atoj/nHv3TzzzNMsPeFol9ply3/IhKf6AUflu0Pu7r3EN3RzzplneVSOibv/+SCjFs48zCNLD28df+ovbNUtpeSz/7zAfTffpvvLgSO2b9/OK99+xoJjve/z5Swdbe1898Kb3HX9zT7vD4Cnnn+WhqERjE/Td+QhELQ/lm3Y+Ma7XHnFlVz6x4t0q+O2++5h7PK5DB0x3CPPKm/5YunJT+9/xhlLVjNjxgxdyy0vL+fuxx9h+bmn6mKn4QrWdHJLjnesVXb2e+jq7OSr517n5iuuIdbJ7BCGhkxj+/btnHbqqdRUVLjlGWYtx6Lec97uzKl3d3VRX1TGlCneGe4dOWwY+Xv3u9wuW/5DJjzVDzgq3x2a6hsZpcPQs4lRw4bbzaPqibeOP/UXtupubmgkJnqwX4KPiRMn0lRaSXdXl8/rtkVZQSFTUyb6pT8AZqVNp8oLliCBoP2xbEPhgVxmT9M3mJg5NY2y/CKr9bnqZekNXyy96O7upqms0iurokeOHMnY+OGU5RfqXrYjrOnk9PzuCg/kkpo8welgzBEDKiBLT08nO2sfxVnZbnmGWcuxqPectztz6uWFxaQkjtVFiG6NkfHDSUge53K7bPkPmfBUP+CofHfoaGomfmi8x+WYGD1yFI019Yd9roe3jj/1F7bqbqitI2GE53lU3SEqKopxoxOpKA4ccX9lfjEzp3ou9nWXyZMn01haQVenvonGA0H7Y96Gd59+keEjR5A6daqudUydPJn64rLD6nPHy9Ibvlh6UV1aTuLwUR7nsLTF0gULKdpzwCtl28NSJ5c8xTmtsrPfQ2lWNksWZOrW3gE1ZZmTk8OZZ57Jli1bSJk+lb88fI9VjxtbfiQ7fviZW87/82FeZJ56xHjqXfPLZ19x5NQ5LF6kn1eYOd999x2vfPcZ7z/3skteMCPHJlJZbDu3mKd+O+b+RkIItZJH4LavGcB3r73Hn04/Rzcdyvbt23nt+y+Yd/TKXp/bynXqigePP/JVOmpX1ubtTA6J5aQTTvBJOyz5YuMXfFu0n1lLnb9JeqsfpZRsfOZVrv/zFQwd6j9/tMf+9x+6k+Kdtr8wx5cedx7ltpwwnrPWnsGdt9zqURss6ezs5K+33czCs0+itqKqV47dxPHjCA0Ps+mZZpmP92+PH359W2LLs80TnOnXbV//QOboCaxe5Z3p/vb2dq6/81bmrT2OqGj3gz6Xc09a5Ju0lY8UevuhnXfdusNyJx923929l+EjR/Dl518waZLz7gaGD5kFDz/+GCETRzNmQrJL+/nLX8we3d3dfPn0q9x0xV+8trJt3759PPvxOyw4wbGvlD80EHr5mkkp+eLJl7jtmr/r9qZYUlLCQ889wZIzT7Tabn/rcPRm8+dfc8y0+SxYoH9Sa2coLi7moeeeYOlZJzm9j7e+h9rKavK++Ikb/3Ktx2V5wpYtW3jt+8/JOM51XzhfnqOe1PXLp19xZKp3XkqfeO4ZmoZFMT51stM+Y97O2+gKjsqUUvLVC29w1W8vJCEhwaO67PHm22+zp6WK6Qvd1zk7q/W2t421v4PtnNS22pCYPI7yn3eyfft2l3L2GhoyCzLS51B2IM/l/fzlL2aP8oIikhMSvWozMGzYMFrrnPNv84cGQi9fs/bWVsKCQoiKitKtbcOHD6etoZHu7m6r7fa3Dkdv2mobPE5b4wkJCQkEdXTR0tjk9D7e+h5K8wuZOSVVl7I8IS0tjdbyGqdXW5rjy3PU3bq6Ojupyy9hps5idBOzp82gMrfwsDba8xnzdt5GV3BUZn11DdEhYYwaNcrjuuyxeOFCKvfmWL0XOouzWm9721j7u6tec0edeSotJRXceuutuubsHZAB2bRp02goLnNZV+EPfzFHlOzPIyPdu+7kcXFxdLW1O9Vf/tBA6OVr1lBTx6jhI3T1iwoNDWXk0OE0VNdabbe/dTh60tPTQ6ufA7KgoCCmTZzikl2At76HhpIKpk6erEtZnhAeHs78Genk7t7n8r6+PEfdratgXzbTJ0zymoZ2ypQpNJVW0tnR6bTPmLfzNrqCozKLDuQyb/osr/vkDR8+nMljkynYZ90Cwxmc1Xrb28ba3131mnv+gUdIS57Es88+q6tv24AMyAYNGsTU5AlWPYvc9QHzBMtyz7tunUPvqVMnz+OqE8+mcMdupk+frks7bBEUFETC8BHU1xweVJgweYLt27aTp+9az9rUTJ66az0d7R2UFRTp6q9jWdZ5160jOi6W5+9/hOryCjo7O8jds8/l76i+uoaxCaPdbpctkkYnUlt5uEGn3ueTtz2MHJXfVN9AbPRgIiIidK3XVVInTaZGE2I7w9UP383GN5TH4NN3raejo8Pjvuvu6qK5olp3o2Z3WZyRSfmeAy4nG/e2T5QedZXs3s+yhYu91q6oqCjSJkyiOCfvUBtnLqGhtpaqsnLOSFvYy0OxrKCIjvYOnrpr/WF/M2HrWvJGf5uXufHN9+ho7zhYb2l+ITU5haTPnOVxPc5wxNLlFG3POuw8LCso4rKj13Li+HROGp/OZcesZccPPx/WR85cq/aO11SGZR9b7tPc2NSrLeZ1XPnQnfzy+VdccuGFvPrqq/r6tg1EDRnA1q1befXbz8g4vreuIhB0Pc56Tz13/yNs++wbcnNyvN6m517cQE1siE0/I0f57sD5OXpHeOs72rLxW1ZPmsUinXUo3377LZ8d2M7sFd57aID3z11H5efu2UdcTRu/Oftc3ep0h9raWm795/2sOG+t02/9evddWWERTdtzuOLiP7tdhp5IKbnv4YeITZ9Ewjjf5dP0NtXlFeRv/Jkbrr7Wqx5XW7du5dXvPifjOJWX1lN/QH89Zyzr/ertD/jNb37DjX/5q08ySUgpuWv9Awybl9pLjK90wFUcfc7pAHz4/Cs01Tdw1uUXHdZH3s4rba0tQ0cMP7hfwb4DdGeXc9lFf3KrDwwNmRXS0tJor6ylraV3qpVA0PU46z01JS2V4iLvOTmbMyZhNI12Rsgc5bvzRe5GT2mva/TKdNvYsWNprarTvVxLvH3uOtSiVFQxYZw+aWs8IS4ujsERUVb932yhd99VFpYwbVLgTEELIVi5aAkFO/b4uym6krttDysWLva64Whqaiqt5dUHdXie+gP66zljWW/+3gMsnD3XZ2m9hBCsWb6S3K27DmtXnZnHZ21VNW0trVb7yN3coq54wVm2xbSflJKCbXs4asVKB6W4x4ANyMLCwpgzbSZ5Wb29UQJB1+OM91R9dQ0/vP+prvPX9hidkEBrjW1hv6N8d77I3egJUkqaq2u9ImxNSEigtbbe64al3j53HZXfUlnr8wTa1hBCkDZxMuWFzhui6t13TWXVTJwwwaMy9CY9PR1Z10J9dY2/m6ILLY1NtJRUsGCeZ7YQzhAeHs6ctBnk71XPC0/9Af31nLHm3TZHp7Q/zjJz5kyCG9uorTgk40hJnUKcmcfnkGHxRERFWu0jd3OLuuIFZ9kW037lRcXEiDAme0kbOmADMoCMufOoslht6UvNhC3stcH0t/MzjqQ4r4AXX3zRJ20aNWoUzdV1NjUo1vLd2Zqj97RfvfEdNTc0Eh0R5RVjxNDQUMaMSqCmvFL3ss3x9rlrr/yuzk7aahu8umzeFaZMmEh9qfP9rWffdXZ00lpdx9ixgTU1GBISwhGLl3Jg605/N0UXDmzfzdK5GURGem4I7QwZc+dReSAfcO4ebe9c8tdzxrzeL998n9/98fcMGzbMJ3WbCAkJYc3ylRzYvKNXu6JjY3ju/kd4/v5HiI6L5YYnHrbaR670nTv9bK0tpv1yN+/kmJVHeG1EdsBqyECNitxyz52krMpkyIjDT0pXjArd2nZ3FiGhoXR2drpkYiql5JuX3+biM37tM9GwlJLrbruZ0fNn8MhfbzloxoiEohznTWz1RE9zyqIDuQQXVvPH8y/QuZWK9z54nx1NFUxb4NzbqLfOPVe2t7YdYNMotHlXLusuusSp4/M2dXV13LL+Plae77yOTC8CrS/MaWlp4cZ772T+6cd6ZNBpD28Z7ZqXmzx1MktXLOf+m2/zWSL7np4ebrrrdiavWULcMP2yefiLnz78nBNmL/KLZ2B7ezs33X0HM09azeA422mH/Gl+bUl1eQU5n//ATX+5juDgYLfLMTRkNhBCsGReBnl7rC8Hv+/Sa1l07JFs2PY1i449kvsutW3w6M62yVMnMz1jHuNTJzvcx5yaikqiCWXcuHFOba8HQgjGj0niwSv+dvA4m+rqaapvcOqYvYErfe6I2opKUpK8158TxqfQWHb4SktbeOvcc2V7a9vZ2requJTUFOfdqr1NXFwcMRGRLunI9KKyqIS0Cf63u7BGVFQUK+Znsn/LDscbu4me16WtcifNnMZX73/ss2AM1GrzpfMzyN+z32d1eou2lhZaS6uYOXOmX+oPDw9n9eJl7Ptlm93tvHUuuUP25h0cvfwIj4IxRwzogAxg7pw51GYXWtX3eEs8eDDh6V4t4amLJqYFu/ezZEGGz9/8U5LGUXgg9+Bx1lZVU2fDGNEX6CmMbamuZ2yi9968xo0bR0tljdOmiN4UrnqS2NzWvo1lVUzwQmJiT5g6YZJf8lo2VdSQMt7/ixtssWzJUmoPFBy2oEkvvG2gHRQcwoSkZAoLCnQp1xXmz5tP9f78gEpg7w65e/Yzb/osv1rULFq4kObCcpobGm1uEwiL7EBZInVV1TNv7lyv1jPgA7IhQ4Yweew4q55k3hIPHkx4OkVLeOqCiWlXZye1uUXM9bEQE2Bs4hhGJiYcPM4hw+KJs2GM6Av0EsZKKWmurPGq/ikyMpKxIxOoLHEuQPCmcNWTxObWPuts76Ctut6nI7bOMDllAvVl3tXtWdLd3U1LVW3A6cfMiYmJYcns+ezf4h0tmbcNtLM2baUyt9BnC5rMGTJkCFPGjafwQK7P69YLKSWVe3NYON8/6c1MREVFsTJjkd3R2kBYZAew/5ftrFm2krCwMK/WM+ADMoDFCzIpyTrcPdgVQeB5163jxYceY21qJi8+9BjnXbfO5ramcvOy9rHzx00umZgW7s9hWspEYmNtz7t7i8TERNaceBzfan0SHRdLdGzMYf3jqkGpu4amegljG+vqGRwRSUxMjFv7O8vM1DQqCpxb+efs+eSMCaUltvrNmuGu5XbW2lVeWMzk8SmEhoa61B/eJikpiSYXpon1oKa8ktHDRxAeHu7Tel1l5fLlVO3LdSudki1M50/27ixefOgxzpqxhBcfeozs3Vm6GBVf/fDdfPvex9z46wvZl5WlqyGnKyzLXETJ7kPTltZMTS2P1dE9ztumzuaUFxUTHxlNUlKS1+pwlmVLllKfU0Rrs/XRWr3u8Z70b2NdPW0lVWQuyHCrblcY0KJ+E11dXVx/563MOulIomPdeyj7yujvu9ff59drTiQtLU33sp3h5nvuYNKRi4kZalu74Wpf+NuMN3f3XobUdfLrX53t1XoKCgp45KVnWHLG4YnGLXG2T/TsO3cNLc+5/E+smjyLJYu9a3zrKlJKrrv1ZmafdrTXBOyW7PllK1NCh3DSCSf4pD5PeOOtt9jdXMnMxfqMlFieGy8+9JhVY09PyPplGyPbgvnN2d69Vu3R3d3NTXffwRRN3O/ISBTcS3jtrXvgTx9+znHpC8nM8H6A4QxvvfMOOxvKmLnEe+3xpH83f/41i8ZO5sjVRzre2AkMUb8DQkJCWDJ3Abm7As+s1JyGmlqCWjqYMsV/hpOTxqVQWWI/LY23NE3eoq6skonJ3tf8jBkzBtHWaVczYcITnZe7uGtoWV9UxlQ/npO2EEIwMXk8VU5OE+tBU3k1EwJYP2bOqhUrqNmXp5uWzPLcsGXs6S6dHZ2UbN/L0atX69JedwkODmb5goXk7swC7BuJmnAn4bU3aG1WYv70Wb5JleQMK5Yto3p/Hu1tbV6rw93+bW5opKmgjMWLfPOyaQRkGgvmzadqf57bmeh9Mdedu2svyxdkenWVhyMmjU9xqMvxlqbJWzRVVPtE/xQUFMTstBkUZTvWn3ii83IXdwwtkyamMHTQYJ97GTnL5PETqPGRjkxKSWN5dUDrx8yJjY1l2dwM9m3erkt5lueGLWNPd9m/bQfzUqczYsQIXdrrCQvmz6cut4jO9g67RqIm3El47Q1ydu5hUfo8v+ebNSc2NpZF6XPZb+Heryfu9u/+LTtYmbGIqKgor7XNHCMg0xgxYgTjR46mJDe/1+fOzj07k/TUk3ns7q4uqg/kM98HrtT2SE5OPmjf4EyCXGvJXZ3RKrmLq33c3tpKT0u7Vxz6rTFr2nRq8kscbmeu1XrhwUdpbmzyesJ7lwwtZyp9UN7eAzz7+P/I8UE+VXcYl5REc0X1wd/Nz4/Ljl7LZces1U2301TfwODwCL/oO91l1YoV1O4voKWp2eOyLM8fW8ae7tDR1k7Zzv2sOcK/o2MmYmNjSZ+cRl7WfrtGoiYcXVvuXMeO7nU7fviZM9IyOTF5FmekZbL12x+pyMph8cKFnneAzqxatoKKPQfobO9wantX7/Pu9G9bSwt1OUUsXbzEqTbpgaEhM2Pr1q288vUnZJ645uBneiYy9WQeO3fPPsJL67nwt7/z7CA9xGQQO/uUNdx47oVuaY5Av0Tjlrjax4UHcgguqPZZv3Z2dvK3229hwZnHE2Hnrcv8OP606iRA8Ojnb/ot4b219i08ZjWx4VEM7hJ88skn/Pjjj35tkzU6Ozu55pYbWXb+6YSEhlr068mA5NHP39KlX32lRdSb9z/8gE1lecxeGVgaQHN2fr+JCaExnHHa6f5uykHy8vJ45MWnWXrWyT63IALH97oz0jKZnjGPdfffyvqrbmD79z9x/0Pr+fMfL/J5W53h+ZdepDikg9R56Q639YXmbse3P5EWPYKTT3Ss+XUFQ0PmJNOmTaO7romm+kM5G/X0g/JEJ1C6Zz/LMhe5flA6I4RgaspEyguL3dYceVMv4WrZ1cVlpE70nYlnaGgo6anTHS6bNz8Of/u92WrfomNXMzQqmuuuu46tW7f6u0lWCQ0NJXFUwsG8eeb9WldVTa2O/eorLaLeLF+6jMb8kl73vUCiraWFyqxsjlx1hL+b0otx48YxLGKwSzlT9cTRva6tpZV1999KzNAhrLv/Vjra2lm5eKlf2uoMq1espGznPqc83rytuetoa6d6fx4rli3TtVxHGAGZGaGhoSydl3FQrAn6+kG5O49dV1VNcGuX1xKaukrapClUF5W5nUTXm3oJV8tuKKnweRLoubPSqczOt7uN+XH42+/NVvte/9cTpE9N41//+pdfPKGcZXJyClVl5UDvfo0bFs8QHfs10P3HbDFo0CCOWryMvT9t8XdTrLJv83aWzcnwqSu/MwghOGLJMvK37/ZL/Y7udRFRkay/6gYaamq559JrCA0LJTU11S9tdYaRI0cyffxEcnZbz5xjjrc1dwd27GL+tFnExcXpWq4jjIDMgoz5C3qJ+x3NPZvPZXe0d7Dxzfc81glYzo9v/uIbli9Y6FcxvzkTJ06ksbSCq/55l1tJdF3p06tPOocdP/zstF6gl37tjffo6OiwuV9LYxPBnd0+T4g9ceJEeupbrK62tPRy+tXMJTb93qzt5wsfI4Cr/nkX277+gTPWnsGrr77qN08oZxg/bhxN5UpHZn5+RMfGEB0Xq1tC8faGJp9pEfVm6ZKltJVU0VBT65f6bZ2/LU3N1O4v4IiVK/3SLkfMmjWLrppGGuvqvVqPtf6xda+77Ji1XHb0Wjo6Ovjly284d84K9mzayr333uu1pNh6ccTylZRs30NPT4/d7ZzxaXT3ntjd1UX5rgOsWrbcnUPwCENDZoVH//s4PeOGkTR5osNtvTGXbV7m20++wMfPvcre3bsDRiwspeQf997F+FWZDBmuf5JdvfyMHH032Tv3EN/Q7RfNz+tvvsn+zjrSLJKNu3s++drLraywiNpf9vKXy9b5RT/jCrW1tdz68AOs+M3pXmtreWExjduzueLiP3ulfF+w8asv+XzPVuYf7fvgx9b5u+WLb5k3Kpljjz7G521ylo8+/oify/OYtcx7YnlX9MmWmtNv3v2Ik045hX9c+zefrRZ0FyklD//7UYInjLL7/HXXM9GZe+KBHbuJqWnjd78539PDsYqhIXORZQsXU7TLuQSy3pjLNi9z+oK5VFdUBEwwBmqoftbUaZTmF3qlfL38jBx9NzWFpcxI9Y/B7oJ586jcn4flC5G755OvvdyK9mSzZEFmwAdjoBKNRwSF0NLY5LU6qssqmDw+sHJ5usqizIV0V9VTW1nteGOdsXb+NtU30JhfwvKlvtXxuEpmRiY12QVOrxB0B1f0yZaa09w9+1g0e17AB2Ogni1HrVhF/tY9h90bzXFXv+yInp4eirdnsXq5f0ZkjYDMClOnTiWouZ366hqH23pjLtu8zPefeMFvrvz2mJaaSl2hdww39fIzsvfddHd301BSwaRJk7xyDI5ITExkaMQgqkrLe33u7vnkSy+3zvYOGovKmDVzptfq0BMhBBPHJVNdVu54Yzdprqxh3Fj/p6LxhLCwMI5deQT7fva9lsza+bt301aOXLSUQYN8k2XBXWJjY5k9ZTrZu7Icb+wmruiTzTWn7zy1geEjR7Bkkf8XhDnLlClTiBEhVBbbfr64q192RElOPolxw/yWVsoIyKygnJgznXLuN83jn6X5MuVoedtc0T2ZsJYL7sCOXbz22mt6HJauJCcn01HbYNVd2VM9k15+RpaeWeY59SqLS0kameC3m70QgqULMinYva+3DrGjg41v2NYh2kJPHyNH31/+vgPMmpwa8A9KcyaMG0+Nl/JaSilpqqhmzJgxXinflyyYvwBR20x1eYVP67U8f/90+/W0FlWwdEngrgo0Z8WSJZTt3t9L+6SnrtORZsr8XtdQW09VaRlr0xby6UtvcvGlfw4IM11nEUJw5LKV5G3fc9jfrGlsbd3vXMkvbaJgRxarly7328i/EZDZYMH8BdRkF9DV2Wl3u1FJY7jvreeZkDaVsy6/iA3bv2HRsUdy6wWXsujYI9mw7WsWHXsk9116rcM677v0WhYdeyQvbv+Gsy6/iFFjE3n+ueeYONGxls3XhIaGMn3SFEpyDl8taDoOV47dHFOfvr5vE/e99TwzMuf3+n1UknMPPlM5Kdp386L23dx36bWU5uQzd4Z/R3jmzJ5DQ0Ep9/z5moP9teLk4wgLD3P7WF3Zz9b35Oj7K9tzgMUZma4fsB9JGjuWlirHI97u0NzQSGRIWEDJCtwlNDSUY1cdyYGft/m0Xsvzt66skiMXLycyMtKn7XCXMWPGMGbIcEpyCw5+5ul90Jyn71zPWZdfxCt7fuCsyy/i6TvX9/q7+b3u7Cv+xCt7fuC8ay9Hdndz1qmB493mLLPT0+msqjtssYTlMzIlbarN+52jPrOkuryCsPYuv85IGQGZDeLi4pg2fiL5ew84tb0euifzMo484xTKCoqYO2eup4fiNWZPn0ll3uE6Mn/npnSmPfUFpUxLm+bXdg0aNIjZU6eTu9s//WXre7L3/VWXVxAlQ5jgY6sQTxk9ejQt1XVup0azR3VZORPGJfcJPZ0zzJs7F1HfQk2Fb1JOWdJYV09rcQWL+9A0m8kCo3DHoVEdX+eZtdxuwerlVJSUBuQLvSPCwsJYmbGInB29R8n09AW1JG/7Ho5YtNSvbgZGQGaHpZmLKMvKdmpbPXRP5mW8sP5RxiUnEx0d7elheI0pU6bQVFpFZ0fvUUR/56a0xLI9YwMo/+KSzEyGJ4zk3adf9Hl/2fqe7H1/eTuzWJG5sM8FH+Hh4SQMG05dlf6C9ZqyKiaO63uGsLYIDQ3lmJWr2f/TVr/Uv2/Ttj41OmZi2rRphLR0HjQh9nWeWcvtXnvkf0yZMqXPXasmMhZkUL0/v9fzRU9fUHPaWlpoLCxn3lyrix99hhGQ2WHSpEmEdfYcvMBMWNMGWM5Xn3PVn23OXzuTA/KXz7/iif/9z5eH6zKRkZGkpkykJDfv4GdlBUV0tHfw1F3rOSNtIRvffM9lPdOfVp3E6VMzDuZg2/HDz263saygiObGJp6688GDeSFXnHwcGbPmON7ZByQnJ3Pub37Dl2+977I/nadeY9Z0Z/a+v/bWVhrzS/1+03KXiePGU116uLDf035tq65lbD/Qj5kzf948ZF3zYfc+b9NU30BzUXmfGh0zERwczKrFS8nRjGK9lWfWWn5g0O69HR08fdd61qYtZMd3PwWk/thZ4uLimDVpKvl7DzkeuNKntu5v1q71nF17yZw12+8rUQ0fMgd8vvELvs7dw5xVhxKMOpOf0Z53liN/lMqSMkq/28rfrvxLwL/dbNmyhdd/+IIFx6qkv3r4aP1q5lLCIsJ5/Mt3WX/VDez8cRMv7/7BrfZdfdI51FRUcfQ5Skfx4fOvEBIUzPYtWxk+fLhbZerNTz/9xDu/fMuCY+2nhvGF15i9OvZs2kqSjOSs09fqWqev2Lx5M2/98g3zjlrR63NP+rW7u5svnniJe264hfDwcC+02n98/c3XfLJrs099ybZs/Jb5o8ZzzJqjfVannrS0tHDD3XeQeZb9XLWeYOt8Nf/8v7fcQ+6WnezN8n+aNU/Izs7m36++wJIzT9TlWWit7+5541m+ev4NrrrgQkaPHq1Dq+1j+JB5wLw5c6nPL+41bOpMfkZ7GjJHc9v5O/eyPHNxwAdjAKmpqTSXVh9cbamHj1ZXZydtra0Hc7C1tbS63b6cPXupq6rmpN+dy0m/O5fayioqy8oDJhgDSE9Pp72ixqpzvzm+0ObZqqOnp4fyPdksWxS4CagdkZiYSEvV4U70nvRrXWUVo4eP6HfBGKiFTR3lNTTU1vmkvtbmFupzilm6eInjjQOUqKgoFs6eQ/aOw1cI6oUj7WdQcAgTx08gz2zmoq+SkpJCtAilRqdVv9b6rqygiNFx8T4JxhxhBGQOiImJYebEKRTsOyTudyY/oz0Nmb257fa2NpqKypkze7ZPj9NdIiIiSJ+aRuH+HEAfH62Q0FAiIiNpqKll/VU3EBHlvpYkJXUKccPieet/z/HW/55j0ODBAZMT1ERYWBjLFywk20FOPF9o82zVUZSdy7hhIwPipuUuw4cPR7Z10t7aO8D3pF+ryyqYMC5Z55YGBuHh4axevIwDm3f4pL4DW3eydO6CgNbNOsPShYupyMrxygIScKz93Ld1B5W5hQGdX9ZZhBAsz1xInhMWVM5gre+Kdu9nWYb3siy4ghGQOcHijIW9xP3O5Ge0551lbx48b89+5k6b4fe5bFfInDefin25gPu6CfP9Ro5NpKuzi3PnrGDnj5u44YmH3W7b1Q/fTXRsDM/d/wjP3/8IYWFhvPjii26X5y0WL1xE1b68wxZImKOnJsXVOgq3Z7FqSWA7pjsiKCiI5DFjqS7r/bbtSb82VFSTkpSsc0sDh4WZmTTkl9LW0uLVejo7Oqncl8uyJX13dMzEyJEjmZgwhqIDOV4p39b5evXDd/Pt+59w/a9+z949ewI6v6wrzJ0zl/r8El0yIVj23Z/vvpnW8mpmBojJtaEhc4Kenh4td2MGHW3t3HfpteTs2UtK6hSufvhuu55PZQVFTm8vpeTrl97ikjN/Q3JyspeORn+6u7u58a7bSTtuBTFD4hxu70qf6Enunn1EljXwh/Mv8Hpd7vDMC89TEQVTZs/o9bm/+stEdVk5+V9u4oarrw345MSO+Ojjj9lcU8T0hfosTPjqhTe4+oKLGDlypC7lBSJvvPUWWa3VTvWZrXPV0Tm8d8sORrTAb84+x5uH4jOysrJ46v03WHzacT6ttzS/kLot+/pEjllXeOLZp2mMjyRl2lRdy836ZTtJMoIzT/OdV5uhIfOQoKAglmUsJH/XPpfN/lzZvrqsgtiQCMaNG6f3IXiV4OBgFs+d7/Swsp6Gia5QmpXNovkZPqnLHVYuXUbprn293L7Bf/1lImfrbo5YvLTPB2MA45KSaNbJILa9tRXZ1hlQekRvsGzJEiqzchyaZIN7ZsM9PT2U7NzLygDPWekKkydPJqJT+jzjQcGOLFYtXtqvgjGAzLnzKddmYfSkcn8uCwLI67Pv32F9xNzZc6jNLSLHRRNPVwTD+bv3sqyPJGy2JGP+Aqr25zulm/CHcWxDbR2iqY2pU/V9w9KTsWPHMi5+JEXZvW88/jTabapvoK2sivnz5vusTm+SmJhIc2WN3cTFzlJdVkHymLH9IlC1R3x8PGnjJzhlku2O2XBJTj5jh45g7NixXjsGXxMUFMSqRUvI2+G9/JaWNNU30FXdEDDTb3oyefJkehpbaKpv0K3M2ooqoggOqNmo/n0n0ZHY2FimpUwkcfw4lwTAzgqGO9s7qM8vYc7swPDHcpX4+HgmJo6lONvxW4w/jGNzd2axdH6GX12YnWH1shUUbOu9QsufRrsHtu1iRcaifrOKcPDgwcREDjosJYs71JRVMqkfGcLaY8XipZTs2u8wkHXHbLhw515WLe4bOStdYd7ceTQWlB22iMRb5Gj3uLCwMJ/U50tCQkLImDmHgn3OGbU7Q+G+bBbOnhtQAyBGQOYCi+ZncMzaUxwa9JnjrGC4YH82syZN7dMrjJZlLqJo13672xwyHlVGrU/d9SAd7R0Ok7F7Yt7Z1dlJ9f58MuYvcOu4fMnUqVOJlsFUFpce/EwvMb+rfdjR1k5tdgGLF/Y9k057TByXfJiw3x2aq2oYl5SkQ4sCnwkTJhATHEZVSZnd7ewJzq19Xl9dg2hqY9o0/6Yx8wZRUVHMnzGL3N37bG7j7DXpaLvuri6q9uWRuSBwJRmeMnvWLKpzD0/V5whrfSelpDqnkPRZ6fo31AOMgMwFpkyZQmx4JDc/8yiv79tEWFgYK045zq62x9mkz+X7csmcF/gBgz3S0tIIbumgttJ2epr7Lr2WFaccx8TpacxbuZSJM9JYccpxDpOxe6Kjyt97gGkpExk6dKjbx+YrgoKCOGrZSnK27jr4mTuJw63hah9m79zNgunp/SJptjkpScnUlXuWp1FKSVNlDYmJiTq1KrARQrAiczH5u2wHF2D7XLX1ee6uvSxfkElISIjXj8EfLM7IpDwr2+bIorPXpKPtCvbnMHXceOLj43U/hkAhKSmJ8E5JQ83hXoL2sNZ3VaXlDI+OYcSIEV5qrXsYAZkLBAcHs2j2fPK0Nx69tD0NtXWI5nYmTZqkZ3N9TnBwMCszF5Nrx0/L1Gd5e/ez7v5bycva71Qydnf7WkpJya79LF/Ud5bTz5k9m+6aBpdvPI5wpQ+7u7oo23WgXwmtTYwZM4bWqjqPymisqycmIorBgwfr06g+wOz0dJqKyuhoa9elvO6uLmoOFPTZVFzOMGbMGEZGx9kc+XInabi17Up272dZZv8aybYkKCiIBbNmU7DPNTsRa31XfCCXBelzAmq6EoyAzGUWzJtH1YF8pJS6aXvydu9j8dz5Aa9vcoaMBQuozy856NxvianPkqdMYv1VN5A8dZJTydjd7evK4lJig8OYOHGix8fmK0JDQ1m9aBkHtuzUtVxX+jAvaz+pSSn90s5h9OjRtNbW093V5XYZ/dkQ1haDBg0ifep08rLsj5I5S1F2LlPGje8TI9fuIoRgxcLFFNqYtnQnabjldnVV1YS2dTFliu+0pf5ixrTp1BWUuLSPZd+NT51CXX4J09MCb5rcCMhcpLm5mZf/8ySnTZ5HR0cHG994zyNtj5SS6uwC5vZRMb8l0dHRZM6czccvvsYZaZmHJQg/4YJzePru9RzYsZtNX3xNzq4sh0a6wGHJ28+7bp1T+ovcbbtZvXRFwL0JOSIzI4PGglJam/Uz5HQ22a6UkqIdWRyxbLludQcSoaGhjB4x0ubUujPnVV1FFRP6sSGsLRYtWEDF/rzDPndH41m6N4fFAWxDoxczZ86kraya1uaWw/rpvOvWOaUPtWsmvmsvyxYs7PerfUFNWwa1dzpcbWnezx3tHXz68puckbaQp+5aT1tLCz1NrQE3XQlGQOYyZ599NiccdzzXPHQ3K04+jrDwMI+0PRVFJYyMiWPUqFFeaK1/WLZ4CU/d/iBpC+by3OaNTM+Yx60XXArAI9f9g7nLl/Dc5o3MW7mUsPBw7nvreWZkzrerk3r6zvWcdflFvLLnB866/CKevnO9Q11FY109XdX1zO6DKUQGDRrEkjkLOLBtl+ONncSajsdaH5bk5pMQPYTx4/vvCsIJSclUl5Vb/Zszup7Wqtp+ZdPgLOPHjyeso4f66t5ebq7qE1uamumobghoGxq9CA8PZ8Gs2eTu3ntYPz1953qn9KG2NHjdXV3U5BQyf17/nfY1JygoiLnTZ1J0wP5qfvN+XnHKcVSVlnHeX9fxyu7vmTZ/Du+/+VZAvqT7PCATQowVQnwhhNgjhNglhLhc+3yoEOITIcR+7f8hvm6bM2zdupUbb7yRlrJq1vzqNI89oYr2ZbNobt8W81syatQoOjs7Oe3C8w9LEN7W0sq6+291OXG4MwndLb+LA1t3sipzcZ9dBr508WIq9+bYTafkKdb6MH/bHo5c1vdGFV1hfNI4GiutG8Q6Oq+6u7tpqaknISHBF00NKIKCglg4Zx4FWb09yVzVeBbszWb+jFmEhoZ6s7kBw8L5GVTuy9XdU7DwQC5Tx6UQFxenT0P7ANOnplFbZH+1r2U/m2uUU9PSAjbxuj9GyLqAq6SUqUAmcIkQIg34K/CZlHIS8Jn2e8CRnp7Os88+y7gRCbz08OMeeUJ1d3VRn1/KrH5o5BcZGcl/b76b+uqaXgnCI6IiWX/VDS4nDncmoXuvJO2trdTnFrMwMzCSxrpDfHw86ZNSyd3tPSNYyz5MmjSB8PbufmlDYE5iYiItVdYXTTjS9dRVVZMwbHifDfQ9ZU76bKpzCnutHHRV41mVk8+8fiLTcIbExESGRkQzdmKKrp6CZfsGxrSvOSkpKbRV1dnNbWl5Ppo0yrWV1Wze+C2zZs3yYYudx+cBmZSyVEq5Wfu5EdgDJAInAU9rmz0NnOzrtjnDhg0bePXVV7nmiiv56ZONHiV4Ls0vIiVxLDExMTq2MDB47733KM7N59dzV/ZKEH7DEw+z88dNLicOdyahu7km6qwZS3j7hZeprPTM3sDfrFy6jNKdew9Lp2SOJx5tltq8xWuOYPWSZf1igYk9hg8fTk9rh9UVg45832rKKgakfszEyJEjGRI5iJqKQ9eWK155TfUNBLd1BZRDurcRQrB0QQbLjltzmBbWFcyv9SuOP4uqAwUDYtrXnLCwMCYnj2fnj5ts3vcsz0eTRvmChUdRmJvHiy++6McjsI1fk4sLIZKBr4DpQIGUMs7sb7VSSrvTlr5KLm6NlpYW/n7XbSw991RCw917U9700UaOS89kwYL+NWVpYvv27bzw2fssPvVYn9V59UnnkLlmFTEhEcSHRvLBBx/w448/+qx+vZFSsv7RR4iYMpYxE61ruq4+6RwWHXskx/3mTN575iW+e/8T7nvreafKN9/3jcef4fOX3yT3QDYRERF6HkZA8s/HHyUydZzL2s9fPvmS49MXMm+A6Has8cmnn/JTeQ4zl2S6vO/uTVuZHBLLKSed5IWWBS6NjY1MmjqFNeeu5YTfnu3ytQq9r9cnbn+AAz9uYd8+fVa99iW+++47zjj3bI4861SX7nubPvyCkxcsY/bs2T5q6eEEZHJxIUQ08BqwTkrpdIIqIcQfhRCbhBCb/Dn6ERUVRdqESRTn5ru1f1dnJw3FZf16amj69OlEdkqqSq2Lp71Bzp69TJkzi3lpM7jmmmvYunWrz+r2BkIIVi9dTv72PTa38USXYr7vxOmpVJVXDIhgDGBiknuO/a3VdYwePdoLLeo7zJg+ndq8ErdygtbmFTFrxgwvtCqwGTx4MNUVlcxanOG2hsx0vYZFRDB54kTy8917/vR1JkyYQFlBkUv3PSkl9SUVpKSk+KiVruOXgEwIEYoKxp6XUr6ufVwuhEjQ/p4AWL1TSikfl1LOk1LOGz58uG8abIO5M2ZR6UYqB4Cy/CImjU1m0KBBOrcqcAgKCmLN8lVkb97hszrHp07hwydeYHFGJo888gjpfXCFpSXTpk0jvKO71xSROZ744Zn2bapv5PMNb/TLxMS2SBozlhYXDWI7OzrpaGrpl/5srjBy5EgGhYQettrSES1NzcimNsaNG+ellgU2U6dO5b0nX3BbQ2a6XksLCtn905Z+cX9zhxEjRjAiYRSvP/60031ZW1nFsMGxAZ15xB+rLAXwP2CPlPIBsz+9DZyn/Xwe8Jav2+YqU6dOpbGkgq5O11fBleUUMHdGYAoL9WTunDlUH8hn3XFnuqVxMuGsTuqsyy6kcH8206ZN49VXX2XDhg2eHoLfCQoK4ohFS8m1MUrmSa5L076/nruCkpw8XnnlFb2aHfCMHj2a5mrXsiHUVlQyZtTofq+xc4QQgjlpMynJLXBpv5LcfGZMSRuw/ffKK6+w+6ct/Gqme96Vpuv1kiNOoTAnt1/c39xBCMFvzz+f1x59wmk9XnlhMdMnB7bezh8jZIuBXwOrhBBbtX/HAncBRwoh9gNHar8HNFFRUUweN57SfNdGybq7u2koKiUtLc1LLQscQkND2fjhx6RMneJWHkoTzvgcSSlpqajm008+pb29nR9//DGgh6ddYd7ceTQWlNHWcrhRrCe5LkcljeHeN5/jiluv59NPP+03/eUMQ4YMIbirx2qf2qKmoooJYwfm6I4l01JTXXZNry4oYVY/lmk4YurUqdxz333c8/ozbnlXmq7Xy268jq+++mpAXa+WvPXGmyw7/uhe3pT2aCyrYmKA95c/Vll+I6UUUsqZUsp07d/7UspqKeURUspJ2v+ujYX7idnTZlCR59qIT2VJKWNHJAyYPHg52TlMmzKVzo5Ot713nNFJFWfnkRA9pF/epKKioshMn03Ozizdyy4vKiY+InpArXoD9ZY9bsxYalxINN5UVUPSGPeSu/c3kpOTaa9rdDq3ZXd3N81lVUyYMMHLLQts5s6aRWW2ayOL5lSVlDFicCz+luz4m/3795OWmuaUhkxKSVN5VcDf4wynfg+ZMmUK9YVlLolby3ILmT1tuhdbFVikp6fTWF7F7h83u+2940gnJaUkb+sujl55RL81NF2csZCKvbl2LTDcoWDXPlYsXNJv+80eKWPGUlNR5fT2rdX1A17QbyIkJITJySmUFxU7tX11aTmJI0YRFRXl5ZYFNpMmTaKzttGlkVlzig/kkpE+cDzcbJGens72H3+mprzS4XOlrqqGoYPjiI6O9mELXccIyDxkyJAhjIiNc2m1Vn1hKVOnBPZctp5s2LCBbVu3cuefruSb9z5yy7vNkU6qoqiEGEJITU3Vq9kBx+jRo0kcEk9pnvtv15a0NDXTVlrVJ9NL6cGYxDG0Vtc7tW1nRyedzS0DfmTCnOlTUqkqLHVqT9ViigAAOLZJREFU2/KCImYEuIbHF4SGhjJzSirFOa6vkJRSUldQyrQATIztazZs2ED+gRx+v+Roh3q8qtIyJveBVHAh/m5Af2B22nS25BcyLMHxyqvGunoiCO5XuSsdkZKSwqZNm3j1zdfZ317vVs5Pk07KFrlbd3HK8lX9PsHuioVLeP37z0lMSdalvLzdWSxMn0d4eLgu5fU1EhISaKmpc2rbuqpqEkeOGrCCdGtMnDCBt7/+zKltG8uqmJSxysst6hukT5/BS19+zITprr1A1lRUMiRikPFSgHquPPnkk3yZt4fZy+1nZGkor2JZeuBnbenfTy8fMXnSZBpKnBshK8svZMaU1AE5PbRiyTIq92TrnpuxtrIa6lsGxBLw6dOn015ZT0tTs8dlSSmp2JdHZj81JnaG+Ph4ZHunUzqousoqkhMHXkJxe4wYMQLaOh1Ov3V1dtJWXc8YQ38HwOTJk2mpqLGb/scaJdn5zJsxc0A+P6wxLimJ1irHcvOWqlrGjg38a9cIyHQgKSmJ9toGp27qtcXlpE32LH9ZX2XYsGHMmjRV99yM2Vt2cuTS5YSE9P8B37CwMDLT55CnQx+WFxUzMjpuQCbJNiGEYGzCaOqqqh1u21hdy9jRiT5oVd8hKCiISeNTqCi2P21ZXVZB0ujEAZv/05Lw8HAmjUumrNC1BWH1RaWkpfb/1fnOoka46+nu7ra5TUdbO90t7X1iVNEIyHTAJG6tKLK/BLynp4fG0krG94G5bG/hTG5GV2hpaqalpIKM+QNnlCdj3nwq9+W65ZJuTtGeAyxZkDng37bHjR5DbaVjYX9bbcOAkho4y5SUidSU2p8hqCwpY2rKwF5daUl62nQq8p0PyFoam6C1wxhlNCM8PJwRQ+JpsOMnWFtZxdiE0X1CzhL4LewjpE6cTFVJmd1taiurGDFkaMCv9PAmY8eOJXHIcErcELRaI3vbLpbMWUBkZKQu5fUFEhMTGRoZ7VFKqs72DhqLykmf1f/NiR0xNjGR5uo6u9tIKWmtbRjwDv3WSBo7ltYq+wa7LZW1jEsy/NvMmTx5Mg1F5U6/WJXmFzJjclqfCCx8SUrSOJtZTEDp7lL6iHeg8c3qRMr48TSX23/LriwqJW3CZB+1KDBxJjejs3R1dlK5L5elixfr0LK+gxCCRXPnU7Q32+0yirJzmTZh0oC3IAClg2qra7S7TVN9A7HRgwdMnk9XSEhIoLm6zua0kZSSpsoaEhON6V5zhg4dSmxElNPpp2qLypg+1Vilasm4xDE0VNqWHDRX1fUZ70AjINOJ0aNH09nQbFdH1lge+E7BviAtLY3Q1k4lxveA/L0HmJ4yiaFDh+rUsr7DrJmzqM0tsqudsEf5gTwy5szTuVV9kxEjRtBa12B3pKKuqpqxCYb/mDXCw8NJGDbcpg6vuaGRqNAwYmJifNyywEYIwfTJUykrcOzjJqWkoTSwE2P7i1GjRtl9oWqrre8zI9tGQKYTwcHBJI9JorrcupZCSkljeXWfWOnhbYKDg1m5aAm523e7XYaUkpJd+1m+aImOLes7DBkyhOSERMrdyAva1tJCR3UDU6YMzMUllkRERBA7KJqm+gab29RX1ZJkCPptkjwmiTobL1h1ldWMH5s04LWK1pjq5Ap9lRg7zghqrTBy5EhaauqtvlB1d3XR3tjcJwT9YARkujJp3HiqbYhbmxsaGRQWblxQGgvmzac+v8TptCuWVJWUMTgodECnYZk/azal2a5r8Yqy85g1dRqhoaFeaFXfJHFUAvV2hMFtdQ2MGtE33rL9QdLoRBps2A/UVVYbwawNkpOTaSyvcrjIqaKwhGmTjBcoawwaNIhB4RE0Nxw+StZQU8eIocP6zAr8vtHKPsK4pCQ+2fojWWGHP+jqq2uYOC7ZeEvUiI6OZvbU6eTv3c+kWa6nkSrYvY/VAzTdj4lpaWm88tG7dHd3u2RWWpVbyJojjvNiy/oeY0cl8Pmu7TZHyRrKq/rMW7Y/SEhIoPaLj8javP2wv1XlF5M4I8MPrQp8Bg0axPDYIdRVVTN0hO3zq7G8iolLZ/uwZX2L0SNH0VBbR3Rs7wGP+ppaEvvQymgjINORlJQUVs+aT7e1t53RQ5hupLvoxaIFC3j89Q0uB2Qdbe00FJYx+1fp3mlYHyE2NpakEaOoKCohYZxzU+HtbW20VdUxceJEL7eubzE7fbb161ZjZuZSZYJqYJUxY8awZt5CuqxoGqfNHDqgrX4cMXXCRHKKSm0GZFJKGsuqSEpK8nHL+g5jRiawr7qW0cm9+6ixpo60Ucn+aZQbGAGZjoSHh3PM0cf4uxl9hpSUFKJkMDUVlXbfDi3J33eA9ClpDBo0yIut6xvMmT6Tr/L2OB2QleYVMm3iZMOg04JRo0Zx/LHGqKG7hIaGcvSao/3djD7JxPEpbP9ho82/N9bWETtokCF3scPoUaPYtrPwsM/b6xsZOaPvSA0MDZmB3xBCsHjeAgqzDri0X+X+PDLnzfdSq/oWU6dMpb6wzGkvo6r8YmamGiO1BgaBQmJiIs2Vtq0vqkrLmZhkjDDaIz4+nvaGpsM+b2toIj4+3g8tcg9jhMzAr8yelc77X39Bz5IMpwwPm+oboKV9QIv5zRkxYgRRQSHk7t5LRJRjc9yG4jImnzWwvfAMDAKJ+Ph4grp6KNh3gBArC21KcwuYP3uRH1rWdxg6dChtFgGZlJK2hqY+ZYtkBGQGfiU+Pp4xw0ZQXljs1LRbwd79ZMyc45KIvT8jhODEo45h845twOFviJYckbnUmPowMAgghBCsWb6S7Pw8q3+fNHiYYVHjgNjYWHraO+js6CRUW1TX2tTMoMhIwsPD/dw65zECMgO/kzF7Hp9mbXEqIKvOLWL2mat80Kq+w7y5c5k3d66/m2FgYOAmR6xcxRH+bkQfRgjB8KHxNDc0EDdMTVE21TcwYugwP7fMNQwNmYHfSUtNpa6g1KEXT2NdPSEdPYa5roGBgYFBL4YNje/lRdbc0MjwoX1HPwbGCJlBADBkyBAShsZTlJ3LkOG232hyd+9j3vRZRnJdAwMDA4NejBg6jN3llcQMHQJAbWU1U0f3La2xEZAZBASrlizj3U8/ptLONiHBwSw4c43P2mRgYGBg0DdISU5m64e72FegsuUIBMmZ4/zcKtcQzi6XD0TmzZsnN23a5O9mGBgYGBgYGBg4RAjxi5RynrW/GXM/BgYGBgYGBgZ+xgjIDAwMDAwMDAz8jBGQGRgYGBgYGBj4GSMgMzAwMDAwMDDwM0ZAZmBgYGBgYGDgZ4yAzMDAwMDAwMDAzxgBmYGBgYGBgYGBnzECMgMDAwMDAwMDP2MEZAYGBgYGBgYGfsYIyAwMDAwMDAwM/IwRkBkYGBgYGBgY+BkjIDMwMDAwMDAw8DNGQGZgYGBgYGBg4GeMgMzAwMDAwMDAwM8YAZmBgYGBgYGBgZ8RUkp/t8FthBCVQL6/22GHYUCVvxvRhzH6zzOM/nMfo+88w+g/zzD6z30Cve/GSSmHW/tDnw7IAh0hxCYp5Tx/t6OvYvSfZxj95z5G33mG0X+eYfSf+/TlvjOmLA0MDAwMDAwM/IwRkBkYGBgYGBgY+BkjIPMuj/u7AX0co/88w+g/9zH6zjOM/vMMo//cp8/2naEhMzAwMDAwMDDwM8YImYGBgYGBgYGBnzECMgMDAwMDAwMDP2MEZH0coZjq73b0RYQQCUKISH+3YyAhhIgSQoRpPwt/t6c/IIQIEUIk+rsdfQkhRLC/2xAIGP3gGdrzV7f7mBGQ9XGkEgGeI4Q4SghxtBBiob/b1BcQQsQDy4B0IcSJQohh/m5Tf0cIMRxYDowQQozyd3v6EWOA44QQY4UQk/zdmEBGCBEEIKXs1n4fkIGslX4Y498W9T2EEEJqCCHStOfIINPf3CnTCMj6IFpQbv7d7QLeBE4H9vmlUX0A836TUlYDk4CXgV8D0hix8Q6mt3ApZSUwG3gaeA6YZPS5e1jcAxqABcC3wLlGn9pGStkDIISYL4R4F3hSCDHL4n7a7zHrh7lCiLdR/TDbGDFzjNkzRGoj/n8C7gTOAP7pSdkhOrTPwMdoo2JSCDEeaAd+AjYAP2iBhoEVzPptONAIvAKkA48b/eY9TG/hGjuAM4HrpJTGy4MbCCGCtAeqFEKMklKWCSFqgC+BZ7UHhWmbAY8QIthsJEgAl6MC2LuAUcCpQBOQ7bdG+gDzftB+/zOwGLgfGMqhftjvnxYGNqZryuK6Oha4HpgkpWwRQnwlhJgjpdzszjU4oN4K+jLmb3CaZuQ64D3gQuBk1E3mHCFElLZNrD/aGWhYvvkKIW4APgQeAyKA24ElQogkPzSvX2KpqxBCrBZCvCOEuBH4Avg7anRspN8a2YeRUvYIISK1/vxQCPFH4CHgVdRoL0YwdggpZbfWXxnaS9kO7U8HgLeBLmCeECLab430AVo/hAshMrWPzPvhHdTL/VwhxGC/NDBAMd3LzEYV1wgh/i2EmCulfBXYCZygbf5vVKDv1jVoBGR9BLOTYTGwBpU8dQbqbebXQDzwEvCYEOIlINVPTQ0ozPptgRDiNKBMSjkXKAUeklJuAdqAy4QQrwshjH7zAAtdxVAhxJGoqfS/AjHAfaiAOAE4QQhxixBinB+bHPBYeamYAjwBCOAY1H1gOlCMGjV7Wghxmc8bGiBY6a9Tge+B04UQr0spPwOKgJVSyg7gG2A+0K9eYq30w0nAD2j9AHwN5AErpJRdqBHW+UCcb1sauGijitLs95uBC1Avlr/W7m9/AS4CkFI+DxwQQiS4VZ9hDBuYaFG5MAsoRgPXAFHAVUAPanQnEigB0qWUpwghlgHlUsq9/mm5f7HSbwnAvcBe4FmgAjXPHwTMQwVl/9OCtTwp5S/+aXnfxnx43mxaKBF4HdgKnKP9mwEchQqI/wRUSikf9kebAx0hRIj2oDT9vhCoQb2E/Rv4SUr5HyHECaiA7G3UKMdFwP9JKfN832r/YnEepkkpdwshzgfeR907P0eNYHyAejn4u5TygBAivj/JFiz6IVVKuUfrhw9RUqWNwIOo6/Mh4AYp5V4hxDApZZWfmh0QWJnaDQf+CLwLdKKet1eiXjQPAH8AHgWypJR3eVK3MUIWoGiDDD1CiNHajXg+6gH3ppSyERgCTAGuQ2kfuoUQo6WUX2kX1oAU9pr1W5wQYgFqJOYI4J/aA2oa0CSlvAA1TH+aNqrzmhGMuYfWf6ab/yjU6tVrgdullN8DScBMKeVK4D/AHVLKUuAmIxg7HG3G90zUqKLJKuQp1LV+BfAr4BlgphBiKEq6MAyYIKU8IKW8WkqZN1DuAUKIaO2FyjSdO0wI8X/A40Ktnn4Wtbr3/4CbUOdmM/CJqYz+EIwJIQYJIdbCwX6IF0L8E/ivJg94FliECuZvQp1LXajgFG2/AR2MaTxgklMIIdKAr4ARQIWUsgi4BKU9PB5oQQVrF6POL7T93IqtjIAsgLAyxHw+6o1uFGo4+QtgghAiRjsx9gOfAlFSytOllCWmfc2HWfs7lg8eIcSlqLeZ8VLKzcCLwKXanwuB6UKIn4Ay4ISB1FfeQJueXCCEeB4lDP4F2Awcp20yBMgUQrwChKMeiKb9xEAJHJxBG9mQqKml8ULZWEQDJVLKE4FW1Bv5z6i39XO1YPhuKeXbVsrp1wghjpVSNqGuZRMnoEbJl0gpq7TRjhOBB1Cr0PcDaVLK/0opD/i+1fqj9UMzauTZxLFAqJRysZSy3KwfHqJ3Pzw5UGdUTAghhggh/iCEmCKlvBwI0/40GnhCSnmD1r+gFoQlo2aoDqAGSVqklE3i0ApMtzScxirLAMBSNKh9Nhg10rBSG01ACLEZ9aa3EngLNXUZKaVs0P4+4FZWWR6zECICpZ/7lZSyUPv4YeBWIcRsKeUWIcR5QLvxNugeVob0w4DLgPeklC9on90BXCiEeFdK+YMQ4krUufqJ9veDWjN/HEOgYnYuz0LJEk4D1gNnCSGOQFmG3IBakPJ/qAUpQkpZAb36td/fB7R75AXaNf+OEOIRKeUlqIfpVxabv4QaFdoOnGG6Z/YHhPK+Ol+oRQmvmvVDOEofZ85LqEU1u1D3yDqfNjZwCUdpXFeg5C1PCSEeRY0gLkaNKqKNuL6P0mznSCnfMC/E0+vOGCELAEwPJiHEPCHEY5pQUKCGQzPNNs0F6oBBQohQoEtK2eBpVN6X0YbmZwkhLhVq9VAwsBCoNNusFDXCeKy2T7ERjLmPPGQhkKHdoOKAkaZgTONHlMj8z9o+35gFYwNi9MYZtAHCIO3nIKFWwf0POAk1CjYDZc1yP1COehF7FKWDypNSPmPel/29X7X7HgCadOMR4GQpZSeQJIRYiRoFTxfKa2yWEOJp1EzCiVLKS83vmX0Vi35oRgXnJ2rPgDHaM6QAmKGNXs8QQjyDug+eKKW8WEpZ19f7wROEEDGmn6WUZai+SRBCTEdpxC6UUr4JDBdCnCeEuA21mGaklPJ+UzCm5wi/MULmJ6yMMqxGifZfQ+nFzkXdeP8mhMhCzVtvA97STp6DDKRAzEq/LUGNIDyNGor/A/ACcI8Q4q+oC6sOeNJsyNnABayMQqahjF13AuNQU0SFQog/Sikf1x4GcSjRcJdleQPpfLWH6O0nFg/USynbhRB1qPN1p1D+YmdIKa8UQtSiRnnekFK+blaOGACBWDBwNDAIeFnTzknUQ/QIIcSvURq721Aau0Go1XApKG+2NtRq6j49k6AFUGtQozkvCSHiUC+hX6P64bcoScC9KKPSwcB5KBPs56SULeZl9dV+8BQhxK2oadtnhVp9GosyV88DjpJSPiCE2C2EuBBYi+rzQcDvrYxG63btGassfYyVh5tpBcxq4FQp5cXa528CNwOTUVOXTagVQQcNDvv7Tdgcy+MVQsRpb3iXo87j9UKIE1ErzI5D9d1MIAf4m5Sy3R/t7uuY97vp3NVuUiFSykeEENcCI4G7US8QPajVbNdIKXdalmHQG+3t+k/Ab1Ei8/+hpin3Synf0F44bgYesZweGWgPVC3oGg10o4KNH1FeWp+hnNJ/hwpYa6SUd2jBSn1/OfdM15EQ4hxgLEpDeAawCTUV+wmqH/6ICk5bpJT/EMqTsnEgnSu2ENrKZe26Oh81ij8BtTp5M1CNEvDv1n7fBCyUUpableG1684IyHyEmU7M9HAbg1opJYGnUNNqc4BPpXL5vQu1dL1ICBEmlV/OgHu4Wem3NNRDaw/wEWrU8F4p5Qna318GrpBSFgshBhmjYu4hei+bj0JZBJSjFkhMAH4rpVyr/f1rlJi/Hpgqpdzun1YHNtrohjQ7l0eiHqB1qCnIa1AjPoOBiaiVkwkozcorUonXB1wgZkIo8+YzUDraC1FasWtQC3hGoPrsAZSe8R9wUNLQa1S9r6M9O85E6Z0u0T6+BnU/jEVZoNwJXI0K5mV/7AdXsLifxaEWx5yLGvm6FCUP+i0qQAtFpXi7BRgrNdcCLRj26rVnTFn6CLOb8GSUKHc76ia8B3WTiUat2Pi7EKIVdTNu1k6EDsvAZKBg1m/jUSMHnaibTzbwOEqAuVsI8RjqQdaBesvBCMbcx+zmtRA13VGMGo24HzWi0yGE+B1qRKwA9TbegTqvD5taNujVp7OAIKkWmFSgbFgqhBCvAauBj1F+UX8AnpaaHYvZFEm/D8bMHoACNSX3V5S9x49AGjBOSvm9EOIbVDD2sfZ5i5TyZvOy+vJ5aNEPQah++BC1CjcNSJJSfqO9FI1ABe8zgQ4p5Q3mZfXlfvAUi2vmAtTgx29RQe1kKeXXQogOVED7OlCqTe/u1faXVsrRnQEr6PMFwixRq1D8BqVz2oxaNjtXqpWAe4Hh2uf3o96Gj5ZS1pqdCLrOVQcypn4Th8TO16DeVqJRU5IjpLL4eAUlvLwWdSP6TEp5rqYXMXABU8Bv9v9SocTlN6MeAq9KZavwM8oQ8QqUfmwF8A/L4Hcg3/zNEaJXyrMgoYTBjwBnCyH+jhrtHS+EGC+VZ5sApkspa6SUd0spf9HuHQNiZFyI3ombgWSpzHGbgFNQL60/AScJIRJRNg5NUsoSKeU1pmtf9HGxukU/RAAp2jXVgBqNzkH1w/HaiNmJQLOUslTrh1bzcgYa2iUTZPbzaKG8/JBSPoB63qahVp1eIFT6sVOBCCllnZTyS3+0e0B+Wb5CHtJ7JWg303jUm8uDwJNAiBBiGiqtRzsq0PhOSvmWtl+wjaL7NWYPc9P5uQJ1s7kZZcB3jrbd06hVMbOllG9LKZ/wdVv7A8Js1aPZQ/+fKBf9Nai8n9donz+Gmi6JkVLeKKU8Tw5gI2JbCOsrn2NR1h9LUIHFb1Gu39mot3ZQBsb/MytnQNiDmO51Fv11DMpIGJR1TRJq1elXwBjUCPkeVIYCUzl9esW5jfavAf6r/fx/qGnsdNT0diKqHw6gROn2yhkQmI8kCyEmAIO1F/ihQojfa5s9BtwvpXwXNVM4DpWt4F9+ajZgaMh0RRye6mQlsA6Vrud1VP7Jk1A3lE9ROohRUsqbhBCRpreagY5QDvu3Ad+i3gI3o6YkjpBSVgm1jH2/lPI2IUS01LQ1Bu4jVHqQmzmUcHkGcI+Ucp7293dQ02evCiGmS02wr/1tQGqanEGotEa/Qq2OfkkI8SPKQ+wl1IMU1DT7b4B/S2XfMOC0oiaEEEtR/opfoVbp/gf4XEr5ghDiZNSLwenAVGCX1MTW/a2/hMpZfA1q9eQDwL+A76WUTwshjkUtXjgVtehrj9RW3ve3fnAF82PX7meXo669r1Fyi/dQJq4LhBCRKGPc3wK/SClrzMrx2/3MCMh0QKjkyNehHHzbTHP3QqWteBL1RvNH1Cq0EOBIlI5sKBAupdznj3b7G6FEzX9D+QZlSSnfFcob5nGUiLwHdSNagxoZS5ZSXiiUuHeClPILPzW9TyOEOAMtJ6KUMl8oC4FHUdORv6CWzR+nfbZDSvmwEOIYYKI0Uh3ZxKSb00YLw1FO3iNR5/P5KDPObcA9KK3YzagRjl9LMzuCgYJFf4GSa4xB9c85qHN0A2qK90FUCrQU4GLzQAz6trbWvB+0Kcp7Ucd5F0pf3Ip6jvwb1Q8rUIHYn8wDMejb/eAu1gIoIcQ64Ewp5ULtmfIm6qXnMlTfRgFvAM9IbQV+ILxYGgGZhwghrkYNrb+EGgVbjxKe/oASoTcDK4H1Usq3tSHUU1Gu5rv90ugAQAhxEert5CmUhu53qBGxj4GzUKMIGahRmeeEECGoIfq10ixFlIHzCCEyUMFWI8qDZwEq6PoeNZL7Fep7qJNS/lkIMQVNJGypETOwjlBu6aFSylohxCNAtJTyPCHEcFTOwGUog+LFqJeQf5vtOyBGN0TvFW/hQIJUuTf/ApwlpZyr6aa+R70YTEZ5Qe2VUv7Tbw3XGYsRnRCUQD9HCyYukFLOFMoA9geUfi4Z1Q+5mg7KwAwhxArUPe1/qBW3V6Geu98JIf4E1KKe0UcAB6SU+7X9Aua6MwIyDxHKZuErKeX/ab8noKLwD1DDpcNQS5OnoYba70LlpRuwomchxAjgDuBLKeWz2mdTUcaPYSjTw/kordJkVBLXe4BOafiJuYUmgH4QNeJ1q/bZclRgUIt6a1yNCsj2AMdKKV8TQkyVUmaZvb0HzM3L32ijhvullg9RCPEH1EjYRyiDyS9R0003Sil3CZWK5SapGUualTMgVqQKlfrpJ6kc9hEqIfhfUPKNTinlLUKIz4EHtNHyf6HyCG6yCF76dH9p/fCzPJTy7hTU9OQXKI3xzUKIj4HHpJSvCyEeBp6XKgVZv+kHd9EGNX6NCqqe0z67BfWM/Ry12nQT6jlyDHA96sXzXvNZFWFhQxMIGKJ+NxGHVq/cjlrpMhRAqryT+1EPujtQGqh7UUvY/yelLLQYph9waA+kT4ARQqWpAKVdOoDS232KWtq9HrgReEdK2WQEY+4jpSxGjYAVCiHGah//ggq+JMqu4m3UdPpnqAUoSCmztP8tRf8DFrNrfxYqAEMop/0FqKwFBaiRDNPoxlNCiOdQov4Gs3JM00z9+qEqVOqed1Grdf8hhJiv/WkVcDZq1OJEoRKp/x/wXy14TUAteDiYiF77uU/2l1Cp8d5B9cOt2og1qBGb36BmWU7QXk4fAh7TgtKxqGfKwX7QArM+2Q+eIIS4CpW+qA64XKi8xKCsjq5AzaysAopQM1UCpUN8w1LiIqXsCbT7mRGQuYAwW/Uo1QoOIaXchtKFXGq26fuok6JSSnkvcIuU8mypDF8H7Fy/Be+jbCymCyGGSLUYYjCwWEq5EXVDekRKebyU8mc/trNPIizsFrQfP0AN5U8XQoRLtRhiKGqq5FnU9HEdKjfg4xhYxUxn8iYwUyjX7+EozdODqGm2a4F81MNjC2pE5GxpZskyEO4BQlkyXA38KKU8EqULnSM093iUbux6lJ1NoVQpoV5Frao+RUpZayqrL/eXEGI0qh82a/3QDszT9E0NqEwXt6C0snlSyvdQ+rkOKeXJUspqU1lSw+cHERgsQAVX61EDHgu15/JcVEAbhTIO7kalbdsAbJdS/gcC3wYkoBsXKFi+mQkhUrQ/hWn/3wUs13QioE1bmG6+Usocbb8BlVRZKC+rS8x+nykOLW9vBL5BrZYaom0yCrUixvT2YgRibiCEmI0KChCHcv4hpcxGjYjNRInNQQURZdrfc6WU/5bKpNS4N5hh2R9Cpez6P9TD9DqU0/dQVED7e5Tw+lZUAPIGsGog9qmUsgg1MpstlK/YUGC8lLIeqEQFJlcBU4B/C5Ws/iHgZGGW/LmvI5Xu9Utgv0U/NKBmBTpRAVsK8LhQC57Wo0bMhlgvdeBgdu3cARwthFiDWhQTjzJ5fRyV7mgTSkN2EypzyA6gTQhxHAS+DYihIXMBba7/dGCZlHKs9lmolLJTEw2eiTIw3A/cLqWs8l9r/Y9QjuT/QCW3XQnM0vQR5qLeq1AeMNM5lHeywlaZBrYRh1ZrhaCsQrajRmceQAVgJ6CC4NNRqbpmouwtrpJSbjYrx9CJaQjrK7hCUA/Lm6WyYXkOlVKqBvWCcSpqoco/pJT1QgnXT0BNCXf25761uLZNuU8noEbAVqNeCEJRo7XdqFHEC1F99w95aPXkGahR9Oa+2l9muktTP4xHZbk4AvWMECh5RgeQi+qjOlQ/mFZPno5a6NTYV/vBXSw1cmb9+XeUfdRtKB+/q1Hps6pQ07s1UsrXtH2CgKF95VlsBGQ2sHIyrEIJLy9CWTF8K6W83RSQadvcitI7/aT9PuAebJYPMKFWocai3gK/NT34xaEkr9NQS9w/lVJ+7pdG93EsHoKmm9ZzwDwp5VTt89eAfVLK64QQR6KmRragXhwGnBbFEUItPGmVhwTophWq76Omdp8BNkopHxdCrEYFaEdJKUuEMoIu1fYbMPcAbWR2jJTyHW1kttZ07EJ5iC0E/o5KhbQcZfa6EPUcqta26+Xl2NcQypInSUr5jfZ7nJSyzuzvJ6BW2v4NFZAtQ9l6LAG6peaH1df7wRMsrxkhRIpUq0/DpZTt2nT3G8CvpJTlQogZqIVfW6WUH5jt1+cWPRgBmQXmJ4NQSUhHSCn3CZX2KFNKebGmi/hO+71EmCX/NivH754m/kIbkj9SSvmWUKtOb0Z5iV0I7JRKYG6gM9qw/BmoYOE74GWU8/snwsxAV5uCjzYLNvrcjcubCCEmol683kVNt12NWqTzH9T0SBDKE+oD1PTkSaiRxiuklLlaGQNGK+rEyOyJKCnC6SiR/vtSyjohxExploi+P9wzhRBHoQxJT0Td8zJQib47tT6KQa3CzwU+kFLW9Md+0AMHM1IXoYzC1/q1kToz4DQNtrC8gQohzkGt9LteCHEl8A4wUggxQdNF7AOu1HbvtFLOgLigTHP7puMWatXLx8CZWr9Far93oKbIrhdC3CeUDYOBm4jeov3BQojbUf5tn6F8rpajHgTXCbWqcpEQItL0wiGlbBQaRjDWG6lsLPJQue5GoabWIqRKs3IHSlgcgVrIczYqofXJpmBMK0P292BMHErPYzI17UIFY/OklPdrx/8ISiu1BxWkTQEGafttNy+vr94zRW9t4BfATtSofyRqVqBN66MgqTRjm+mH/eAJwiJNoDYjdSFqRHWHNk15ECnlY0CRNlrWbxjwI2RaICEsptlORokCT0MJnu9EvS3HoXLORaDejtcC58kBavBqPqxu9uZyGsoLZhbKbf9x4C2U39BW1AqqIaYpHQPXsJiejEBNe0ShztESqTR6C1CZIS5GvTQsRHkafWCj2AGNHd3Tb1Gau02o1YAvSik/EEKcD5wmpTzBYkR9QI40ujgyO1gLSvoFFt9/slQGt2moKclJwO+llDus7BfTn/rBXfSakeovDPiAzIRQHjhnA8+hAq6LUYavL2nR+nmo6Ykk1MhiMWo10I0DJbgw0yetB56SUm4VasXp1SgfmBeBLJSnzmmoaYoxKJ+hWiBESrnJL43v42iB7vtSy3cqhLgQ9RDcyKHk9KcA/5JSHhDKKLFJSnnvQNajOMKB7ukcVGqj11HX/SXA6do1MFEeMoQdSNOT5sHrYJSnVhLKV3CW9n8DSnB9HpCKug+0mfVrv9LVCeUb9nfUaOq/UUH8WpSNxf+hVlTuQ5m7Vpvt16/6wRWs6MTOQY0470O9uD+JSqh+jZQyWwjxKUojdrVFENevpncH5JSlOHwJ+7GoQCwcNQK2CjWSM1Moce8XqFUxU1Bz/1NRiUp3DqBgLAgVXIES6J+s/fwA6ia8GzUaMxXlL/Y4yiBzCGqF0FYjGHMds3N1GcqEGG0Kcg5qNR+oqco2VDD8K+2zfwHPAki1eGJAXuu2MJsi2QHcLtQiiN9qfxsllOv+ZtQ9Ya623VbUqAda0HswEOvvD1az6ckeIUSEUMmZw1D+a9lSymdQPlCno0YUP0YFI8FSylbz/unLfSVUKiNLzgReQAWn5wGLgNeAV1Dn0COoROjV5jv15X5wF00lEWQRjJ2Meqk/G6XdHAfMQ73g/58Q4gvU+bRcCJFmcS71m2AMBtgImZWo/CyU6PQAMFJK+YRQq6mOQU27LQPqpUqubB6VTwNyTKMV/R2h8vP9A9VH5whlhLkCtWR7ESpYvRJllPkYStD6a1TS8L9J5Tlk4AFCCc03oIKvGJRGJQiYgFr9tx91E1sOPC61lV0D+S3cGsL1FaknoPr1sYHy8mXOQB+ZNTtHzkLlHzYthPk1arXoq6jk3xmoEbEm1CjPS6iRwwgp5Yt+aXwAY8xIWWfAvDULIRahAiyEEKOFEE8Bs1EjXWOAQdpb4E5U/sktqIvtZTiYssL0lrhrIARjQogJQoixmgakFkgSQixDvRmHooz3jkBdOL9HBWS/Ro2YnS2lvMQIxlzHygjuOpQerxQ1JbIdtUCiCTU1sgql0dsrpbxHmi2zN4Kx3pgFY8ehUhodgUprtl8oOxBQutDrtJ/fBe6XZjYWvm6zPzBGZg9iMv8+ErV6EiHEK6hR01jUdTdK+/0BVKq38agX/XeMYMyYkXKFEH83wJsIIZJRN43nUDeNb4QQv6CWr3eg3l4OaMPQf0AJMceh5vyDpJbHz0R/Gx51guVAihDiVZRgdxEq2Xcdakn3WygvoQUow8NZmI3OGLiGafRG9l5gEovq33OllE1CiK9QIv1bUQ+Bd4BdKDPJOm0fY1TMDAe6p2NRLxd3ArcJIbKAVCGEue6pwdSnA6Vfzc7Bh4ENQi1yiEGlO7qJ3iOzQajppDh5yNjV1F998p6pPRMuQeXTvBb1DFmmPVO+QAUQ92ibh6P6YJ32+21Syq/NyhqQ16PlOWAxI/VvixmpbtRI45najNTtZjNSOcCxA2EQpK+/vdhEKMuFp1BfdCNqiXElMFlK+RXqTWaGECJJqiXZ96Gc4jdLKU8zRnYAeBqVHP0a1NTE60Azyh05FFgnpfwQ9TD7Ukp5pJTyFX81tq9jduNaIIR4SQhxrNl5eLL2/3rgBSnl11Llc/uDlPJKqXydBoy43BkM3ZNrGCOzBzVOkaiUV0lAhlCrJrtRo4HjUJKMl4EPpZTnozSzz6AyXqwxBWMD+Xo0ZqTco98GZKjVUddIKe+VUtZLKQtRQ+1tQhnxlQEfoeb9kVKWSClfkFI+Cof7ogxEpJTdUsq3gZ9RUxGlQJmU8juUiD9FCDFZStkppXzHn23tq5jOM+1BECpUjsTrUMHBPO3324A/aw+GyUCOEGK89gZaoO07IN/CrSGEOE0IEWkW4F6IehBcjXooPAvECLVS8ieUPuVyKeVdKDuLAWUPYh64mn1mPjJ7IiqQNY3M1qBGZieitHV12j79YTr3GpSeaSgqQAClD4tHBaDZqBRYXwFdQoiPUKL+RinlTjh0TQ+061EIkSyE+KtQNhVZwKNCiGdR58nBGSlU341HzUitR41CBkkps0wjrDAgZ6T6Z0AmlD9TK3CKEOJ0IcTH2ojZYJSf0I3aXPXHQL0QYpBlGXIA+gnZQkr5IOomfBWwUvv4duAiKeU+vzWsH2B2ng3V/h+Bsl74H/A8KsdnHWoU8mq1i1whVSJwU9LwATOVZg9D9+QexshsLx5FzQJcB/yISgjejUoenwBcIqX8F2okZw5wnZTy79Js8cJAfHYYM1L60G9XWQohUlFvNHOAX1DTbBdJKY8WQjwJjEalOhmQpq6uor31XIPSjqUNxJuOHphGssz+Pw2lX9yFekGoQ02hvSal/EGopPWpUsrLRG8j3gFpQuoMwliR6hBxKN2RQGmJL0atnH4XNbtQj9LYPYESXp8IHI2yBskzncPQbwKxg2gv9PehArP3UaOD36FsGEagFixlm21/mLn4QEMIcT/wkjbibPosHiVzuVRKuV0IcS0wVUr5Wyv7G/cz+nFAZok2CnajlPJaIcQQKWWt2d/6lbmct9CmMVqklkzdwDUszzPtxv8wahroSO3fI6iXhbmo4CEaGCYHYI5EZ7DSp+tQgUUQKoPBGlRWjR9QU7+/RwVpB6faBjLaQ7MBlW82QUp5gVAC/r+ixPvzUbk690op7/ZbQ32MUFY/r6FGeT6RUj4tlAXKUCnl02bbDZgg3hbafex6lA3IL6gsIR+igrGZKKPwi1GB/nnA36WUzf5pbWDTrwMyoZLdhqEywf8e2IbSlQ3oVCcG/kOo9CAnoKZDelD52tpRep1/SCm/EUJMB44DNkgpC/zV1kDG2kuU9sLwKPBHeWhF6t8AgQpwj2GArkg1RmZdR6gVgDcCM6WW3NrAOsaMlD7064AMQAixAnXj+ZeU8lv/tsZgIGFl9OYk1GhDB2pl0d2oaeBK7f+jUYHZfVLKCt+3uO8hVN7Oq4CnpZTvCyFeQBmZPieEOBVYL6VM0rZNMgW4AyUQA2Nk1hOEMjCNk1L+bBnU+rttgYwxI+UeAyEg6/VGZ5wMBr7AykNwLEqTc7eU8kltBKITtcJvMkqIXgPcYf4QNG78hzB0T+5jjMx6hnEtOsaYkfKcfh+QmTACMQNvo+lxRkspd2i/p6KmPL5Brco6BZiuTQOFA28AZ0kpG4QQE0xCYePmbx9D92QfY2TWwF8YM1KeMWACMgMDbyKUmeTJQDrK2y4KlXvt3ygzyT+gLEM+RKWYikJlPrhYmqUDMV4cDmHonlzHGJk18CfGjJRnDCi/HQMDbyGVk/SPqGmgZahrKxKV7+4M4DPtRvUYyv+qBGW6WWpRjnHz4uCN/KDPmqZ7Ohq1gms3ahoyDOWwf6o2Ffkc8KC2T5fQ6O/BmBAiXggxAw5mJUgVQmwQQlyC8lx7AGWIC2o691TgWynlQ6gppT9IKXMH6nSugX6YrjVhxWzYwDH9OpelgYG3sDJ6sxCVzxPU6FcWStN0s5RyrvaQXCelXC+EOBNl/tpsPpJjcAgtsIijt+6pDhWQWeqekoGxmu6p0ayMfh9YaCOzRwHpQgjTyOz1qNWm41DWDSuBD7UALQr10jAIaDCbJjdGMgx0wziX3MMYITMwcBEtiDo4eqN9fAnK7+pu1BTQGtRozT4hxL2oVWymrAZPAqdpD0EjGMNqHsWTUCM7i4E7gCGowGsoaoRnlBDiHqBCSnn3QBWhGyOzBgb9ByMgMzBwEiHEyXBwOixECPFbIcRy7c8FwC9Syl2oKbWZqHQrfwbek1KuklK+r+3/gZTyd8ZDUGFD93Q38LWU8iLgM2AWarptLyrp/RrgUZMI3TTd1t8xHafZ/wtRixuSgdWoETDTyOwJwMvayOxrqGDs4MisH5pvYGBgByMgMzBwAqGcu38thDhGCDEbldtvMfAPodJKdQKrtGm2EUAckCKlrJZSbtTKGPAJ600YuifXMUZmDQz6N8YqSwMDJ9GWdF8OTAT+K6V8SAhxGSplyEfAUmAtUAbcJM3y3RkcwliR6hpCiJOllG9qP4cAvwZypJRfCiHuAJ6SUu7TRnCPRAVktcAM08uAgYFB4GOMkBkYOM/3wJcovc447bP/AhnAGCnlv1Fpe8419xTzS0sDGEP35DzGyKyBwcDBCMgMDJxEStmOGrXZCywVQqySUrYALwER2jY50GvZ94AfgjZ0T+4jpWxCpTn6I/AMsF9K+XvU6sm1qHNPAq+igtsbpZQfW5TRr20/DAz6C0ZAZmDgGvuA91CjOZdp02ZvSCnfNt9oIIzeOIOhe9IFY2TWwGAAYARkBgYuoAVaXwL/A241Ai/rGCtS9cMYmTUwGBgMuCkAAwNPkVIWo0Z3DKxgpntqRy1w+B0qcDhfCHEOh3RPFfTWPX0MbNTKGDDpjpzENDI7HzUyu1FK+YblRgM5cDUw6OsYqywNDNzEyPlnG2NFqv4IIRKBc4FPpZS/+Ls9BgYG+mIEZAYGBrojhAhHpZI6F/hKSnmlECIK5Sn2hJTyYyFEimmqTdvHCHANDAwGLIaGzMDAQHcM3ZP3MAT7Bgb9E2OEzMDAwCtogdZZKIuL3cCphsbJwMDAwDqGqN/AwMAraCmRTCtSPzWCMQMDAwPbGCNkBgYGBgYGBgZ+xtCQGRgYeB1D92RgYGBgH2OEzMDAwMDAwMDAzxgjZAYGBgYGBgYGfsYIyAwMDAwMDAwM/IwRkBkYGBgYGBgY+BkjIDMw6AcIIbqFEFuFEDuFEK9orvjO7psuhDjWxfpOFEL81cbfmlwpy2Lf84UQo81+/68QIk37ea0QYo8Q4gshxDwhxD/drGOdef8IId4XQsS522Yn6hsuhPhRCLFFCLHUW/XohfYd/J+b+8YJIS7Wu00GBgMBIyAzMOgftEop06WU04EO4CJndhJChADpgEsBmZTybSnlXS630jHnAwcDMinl76WUu7VffwdcLKVcKaXcJKW8zM061gEHAzIp5bFSyjo3y3KGI4AsKeVsKeXXtjYSQgR7sQ2+Ig4wAjIDAzcwAjIDg/7H18BEIcQJZiMznwohRgIIIW4WQjwuhPgYeAb4B3CmNsJ2phBivxBiuLZtkBDigBBimHkF5qMoQojxQojvhRA/CyFutdjuL9rn24UQt2ifJWsjXf8RQuwSQnwshIgUQpwOzAOe19oSKYTYqI2G3QgsAR4TQtwrhFghhHhXKy9aCPGkEGKHVs9p2uePCiE2aXWY6r4MFfB9IYT4Qvssz3R8QogrtVHGnUKIdfbaa9npQohxQojPtDZ8JoRIEkKkA/cAx5qOyWKfPCHEjUKIb4C1QoijtL7crI10Rmvb3SWE2K2VfZ/22VNCiMeEEF8LIfYJIY7XPo8w648tQoiVZt/Z60KID7Xv+B6zdvxWK+NLYLHZ58OFEK9p3+HPQojFZufQE9r3k6P1K8BdwATtWO+1fnoaGBhYRUpp/DP+Gf/6+D+gSfs/BHgLldh7CIesbX4P3K/9fDPwCxCp/X4+8H9mZd0ErNN+Pgp4zUp9B/cB3gZ+o/18iVlbjgIeBwTq5e9dYBmQDHQB6dp2LwPnaj9vBOaZ1XPwd4ufVwDvaj/fDaw322eI9v9Q7f9gbd+Z2u95wDCz7fOAYcBcYAcwCIgGdgGz7bXXok/eAc7Tfr4AeNNa/1rskwdco/08DPgKGKT9fi1wIzAUlRPU9F3Gaf8/hcoXGgRMAopQeUKvAp7UtpkKFGifnw/kALHa7/nAWCBB22Y4EAZ8a/bdvgAs0X5OAvaYnUPfAeFau6uBUK2vdvr7ejD+Gf/64j8jdZKBQf8gUgixVfv5a1S6oinAS0KIBNSDNtds+7ellK02ynoCFdStRwUWTzqoezFwmvbzs6gACVRAdhSwRfs9GhU4FAC5UkpTe39BPcjdZTUqZyYAUspa7cczhBB/RAWpCUAasN1OOUuAN6SUzQBCiNeBpaiA05n2LgRO1X5+FjUy5gwvaf9nam38Vigf3TDge6ABaAP+K4R4DxXYmnhZqpRU+4UQOagAbAnwMICUMksIkQ9M1rb/TEpZrx3fbmAcKqDaKKWs1D5/yWz71UCaOOTrGyOEGKz9/J5USeTbhRAVwEgnj9fAwMAKRkBmYNA/aJVSppt/IIR4GHhASvm2EGIFalTDRLOtgqSUhUKIciHEKiADOMeJ+q05TAvgTinlvy3alQy0m33UDRw2BegCwrJ+IcR44GpgvpSyVgjxFGpUyFE5tnCnvc66bpu+CwF8IqX81WENE2IBSot2FvBnYJWNOiSuHYfpGWCrrUHAQsvgXQvQbJVlYGDgBoaGzMCg/xILFGs/n2dnu0ZgsMVn/wWeQ43AdDuo51sOjVCZB28fAReY6aAShRAjHJRlrS2O+BgVpKDVMwSIQQU69UJp545xoo6vgJOFEFFCiEHAKajRRmf5jt798I0L+wL8ACwWQkwE0NoxWeu/WCnl+6gFCelm+6wVSuc3AUhBTW1+pdWPEGIyaqpxr516fwRWCCHihRChwFqzv1n2bTr2cef7MzAwwAjIDAz6MzcDrwghvgaq7Gz3BWpaaqsQ4kzts7dRU4yOpisBLgcuEUL8jAoCAZBSfozSIH0vhNgBvIrjh/VTKOH+YQJ4O9wGDNGE+NuAlVLKbaip0l2oKdhvzbZ/HPjAJOo3a+9mrf6fUEHKf6WUW3Cey4Dfiv9v7+5RIoqhMIB+wXp2M9sRpnRKV2LnFkSwHLCxsdLKQkRwBVb2dtciEUZFHVCI4Dll4P2FV1zed5PX2m2S/fR52dmIDFdJTsY5rtMjyEWSzRi7THK4ddjDGDtPclBVz0mOk+yNOT9NshrR4mfXfUx/V66SXCS5efdMy7GY4D7frN6tqqf0yPXutal/K0oHvuBflsAHrbVlkqOq+vP7Zv1XI4bdVNXZ7HsBfk7mD7zR+oav6+zWOwbAL/CFDABgMj1kAACTKcgAACZTkAEATKYgAwCYTEEGADCZggwAYLIXfldtmQcUwu8AAAAASUVORK5CYII=\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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\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": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
