{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following illustrates some options for the boxplot in statsmodels. These include `violin_plot` and `bean_plot`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import statsmodels.api as sm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bean Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following example is taken from the docstring of `beanplot`.\n",
    "\n",
    "We use the American National Election Survey 1996 dataset, which has Party\n",
    "Identification of respondents as independent variable and (among other\n",
    "data) age as dependent variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Group age by party ID, and create a violin plot with it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Age')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['figure.subplot.bottom'] = 0.23  # keep labels visible\n",
    "plt.rcParams['figure.figsize'] = (10.0, 8.0)  # make plot larger in notebook\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                'label_fontsize':'small',\n",
    "                                'label_rotation':30}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                     plot_opts=plot_opts)\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "#plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def beanplot(data, plot_opts={}, jitter=False):\n",
    "    \"\"\"helper function to try out different plot options\n",
    "    \"\"\"\n",
    "    fig = plt.figure()\n",
    "    ax = fig.add_subplot(111)\n",
    "    plot_opts_ = {'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                  'label_fontsize':'small',\n",
    "                  'label_rotation':30}\n",
    "    plot_opts_.update(plot_opts)\n",
    "    sm.graphics.beanplot(data, ax=ax, labels=labels,\n",
    "                         jitter=jitter, plot_opts=plot_opts_)\n",
    "    ax.set_xlabel(\"Party identification of respondent.\")\n",
    "    ax.set_ylabel(\"Age\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'bean_size': 0.2, 'violin_width': 0.75, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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aGIcGi1TD0sEd46UlFpzmGbFo0SL89a9/BS2isefFl+P6HiWTweURAjIB7rA7nZDKZaO6sWhy+7p5c4YDMiF9UkZi8yBHIeUyQUeWBpfLBYhFIBMWlABfaRhFYhE++egjLFy4sAg1zA5BQ8YS/+8nd+D3j/0B2zY+ObyBIKDSaWDs6hnV8ii1GljsNoTD4THCa4GvcLpdkFZVAQDEFAV3iXjIFJMdO3bge9/7HppPnsTM0+Zi7ZYNo79J5TLY7cJDXYA7HG4XZJM0WLtlAzauXodtm55E3bw5WLtlAwiCgMPZX+wq8h6L3YYpyhlx20iFIOxPhcFgwPe//30cPXoUe97YPaqb/Uo7dgItR4/jhUceA0mSePnll4td5YwIARlLhEUEHtr+Z2y4416ce9lFuPym67HnxZexcfW60QTjYrEYpEIOm80m5CdLg8vjhn7Eq42SUXAJ020ZqaurwxNbtmD/YAfOOGdx3G9SuQzOPmORaiYwEXA4ndDUVaNyyqTR510Uu9kCozBClhGb3Y5ZCasFJQphhCwV9fX1WLZsGS699Qb09/WNvmuj2rEIHYGuvBw2kxmnzJyBX//617j66quLXe20CFOWLEDTNAaGBqEp0ybVUMQi06phMpVObq1i4PZ4Rt3mhek25jhdLkjl0jHbpXIZ7C7hoS7AHQ6XC1J5csNrmUIOp6CDSkswGIQv4AeVYBouVcpgFbwrk9LQ0ICLvvtdKMt1ce/a6Du4o6kFazY9hI7mFiy99Ls4ceJEkWucGSEgYwG3240gIpDK5Uk1FLFItSohIMuAy+0efbhLZVI4ha9rRthcDsiS5FKVyeXCKKMApzhcTsgUyc05KZkM3oAP4XC4wLUqHZxOJ0iFHARBxG2Xq1Qw2wTvymQsWrQI2//2N5AUFfeujb6Dp8+dhc333o/pc2bhy48/xYwZMzKUWHyEKUsWMJlMUIys8kimoYhFqdOgf3CgGNUsCSKRCHwB/6jbvFQug0kYIWOEw+WEYtrYqfDoCAVN02Me+AIC+RIKhRAIBpIKq4Hh1YKkVAq32w1NEnsCgeF8jJRy7MeUQqWEuauj8BUqAXbs2IELvn0hXnl5J+rmf6Wbjb6D20+cBEmSCAWDCAaDuP22/ypyjTMjBGQsYDKZQGmG5/5rptWO0VDEoinTofdYe6GqVnL4fD6ISclootjhKUtB1M8Eh9MJfZIRMrFEAogI+Hw+IZ+lAOu43W6QclnaYJ+Uy4SALA0OhwNkkntXoVahW8jukpS6ujrcdNuPMf/yZXG2F8newdZBE/o+bShwDbNHmLJkgd7+fijKxjoFJ0NbXoZeYz9omua4VqVJYgoWqUwmTLcxxOF0QqZMPm1EKmSCF5kAJzidzrgcjMkg5TLBTysNNpsNlCr5CJnN4UAkEilCrfhNKBSC3eWAQq3KuK9So8aQ2cz7964QkLFAz0A/NOVljPaVKRQI0hHh4ZQCr9cblxyblFLwBwOC/iQDo6Jg6VhRPwBQcsFgUoAbXC4XJBkCMolcKqwWTIPJaoE8SWAhlkggpiTCvZsEu90OSi4fnU1JByWTIgya956WQkDGAr0D/dCV6wEM589au/wGXDN7MdYuvwHGrp4x+yv0WgwOCgaxyfB4PHA4naNt+LOrboTb7eb9jVRs3G43qCSi4CgSuVR4qAtwQlNTE/666Ym0zzwhIEuOwWDAkiVLsHLFddjy81/HtV30XfLEQ4/iW9/6FgwGQxFryj/sdnvapOKJSFUK2O12DmuUP0JAliculwvegB9y1XDHiM3llphTMIqsTAOjUfCFSobH48EbW7fHteG7r+2GR9CRpcXpdIJMM0ohFl6IAhyxfv16nHHO19M+86QKOaw8fxkWg/r6elx77bVY/+CvsPTiC+LaLvou+fljj+CCCy4oiVyMhcRut4NMshAiFVKVEjaeW4gIAVmeDAwMQKHXjY5MZPIhAwB1eRm6+/sKXdWSwOv1wtjdG9eGg/1GYYQsA9Fl86mQKuWw2W2Fq5DAhKG1tRUXXHNF2meeQq2C2S6I0xNpaGjAT37yEzjdLlx5yw/j2i76LlHotbjkkktKIhdjIbHabKBSaGaTIVHKhBGy8Y7RaIS07KsVHpl8yABAV6FHZ9/YYX2B4bRJk6ZPjWvD6topQkCWAafTCYki9QiZXKmEhecPI4HSpHbqVOx/74O0zzyFSgmr8EEwhkWLFuGxxx5DMBLBP3f+X1zbRd8lEorEtu3bsWjRouJVlIcM6+6ymLJUymHluaebYHuRJ59/8QWee+oJ9P1XF+rmzcGq9Wuw9ZHNSX3Iojm2DI3NKK+swNWXXI7Zs2cXsfb8wWAwoL6+HocOHUJV7WTsfWPPaBtee/uPhCnLDFhtNlDpAjKVAuauzgLWSGCi8P0frMTrb7yON/+6Pan3IiAYnKZix44do/kYZ54+L67tRj0tN27BlNpavP+vfxexpvzDYrNCUVfNeP9S6INCQJYnf9i4EeddfSmuveMW7HnxZWx9ZHNKH7KoJuC3O5/Fk/f+CitXrsShQ4cKXGN+EtVS3HL7bXj30w/ReOBLvHbyIADg8Ef7hBGyDJhtVig0qb8WFSoVenmunxAoPWiaBi0i8Lv/exGULPkKXwCQKxVwezwIhUKQSITXTpS6ujps3boV//fZB1h8yQVxv0X9tBxWG1r/+Qnq6uqKVEt+YrHZUKuayXh/hUoJcwe/F9MJd0Ye+P1+9PX14Zr/d/OofmLbpidT7m840Yzf7nwWUrkc5112EX5/z/oC1pbfNDQ04IMPPsDz21/Ct6+/Cm+9uHP0N1JGCbnwMmCyWaCckjo1iEKlhM1uF9z6UxAKhfDK/70Kb8Cf9Pc5M0/F+eeeV+Ba8R+fz4cwHUkbjAHDbv2UcniVW3n52GwSExmT2TxqLJ4MpUYNi92GcDgMsVhcwJrxG5vDjtkq5hoyuUqJHge/ZRuChiwP+vv7UT1lEt7ZtiutfiJKrL7s8IGDOGX69MJVlucsWrQITz31FCw2Kz5+8x9x7UjJZHAK6ZPSYrHZ0hokSkgSBCkWzGFTYLFYcLClEYHJujH/s6rF+OTA/mJXkZfY7XZIGb4US8F2oBgMmExQatQpfxeLxSDl/BekF5JUydjTIVcqYXc4eG0OK4yQ5UFPTw+uW30b3tn2SsrclbHE5rmcdmodvn/9igLWlt/s2LED9fX1+OKLLzB93mys++PG0d8omRQuuzBClopIJILOzi7sWHUH2k+cHO2HNdNq4/aTqpSw2+1QqTI7W080bDYbFDotak8dO8ro9/mw/8umItSK/1itVkgZOKUDAKVS8N52oNAYDAbc9/Ofoa+3dzQfY+J9CwAyjQoWiwV6vb4IteQfLpcraTL2KKN67RPNcc9Dmhie2ZJlEcgVEmGELA9aO9sx84z52Lh7O147eRAbd29PejNFiWoCXjt5EJv+vgN+OoxAIFDAGvOXuro67N+/H3et/zl+99pLce1IyaRwCSNkKXG5XPjHm3/HeZd9N60XFKWUC1/ZKbDZbEmTOwMAJZUiGAkLOsYkWCwWkGpmI2SUWokhs4njGpUW9fX1qJs9C89/9l7K+xYYbjuLxVLg2vEXl8uVNl1XKj9QUiHjtR+jEJDlCE3TaOvqRHlNVU7Hi8ViKPRa9Pb2slyz0iUUCiEUDkFCxg/cSqUyuIVVlimx2WwYMg5k9L8jVQpYhUTFSTFbzJCm0PEQBAGpmv+mksVgyGxmbD2g0mowaBriuEalRUNDA+YtWgBteVnK+xYA5Fo1jEJ2l1GiCe1TkcoPlJLJeL1iXwjIcsRut8Pl98Vlmc8WRWU5Oru6WKxVaePz+SCmqDHD0KSUgkcYnUiJ3W5H9dQpGf3vZColTMJXdlKMZhNUaXQ8UrVSCGaTYDQNQq3TMtpXrdPAKARkccyfPx9NxxsR8PnSapDVZVr0Dw0UuHb8xe12QyKjUv6eyg9ULJPyWkcrBGQ50t3dDXV1eV4r1sonV+FkexuLtSptvF4vyCQ3mVQmjJClw2KxYOXd/w+fvv0e6hd+A5++/V5SLaNKo8aQ1VyEGvKfIYsZyjQfVxKlMLqYjP6hQajLdIz2Vem0MA4N8VpUXWh+85vf4OTxE2nvWwBQl+nQNygEZFFcLhfEaQKytVs2JH0eSmQUr3P6CqL+HGlrb4eqOr/l2xWTanDwoy8EK4IRvF4vJNKxN5mEIhEIBYVl3ykYtJgxZeaMlP53UZQaNXqOtBaoVqWFyWxGXZoRMoVGiSGzEMzGEgwGYXPY064QjEUqk4EWEXC5XFCrmR0z3iGlFH7yyP/ijHMWx21PFKX/9PFHYHPYEQwGQZJkkWrLD/bu3YtLL70UPp8PMoUc9z+/BWcs/RqjY0UySpiyHI80GVpQNWVSXmXIlQrQUgkGBoQvHyA6ZTn2YUMQBCQUCZ/PV4Ra8Z9Bs4nR1LlKq4HZahFGKBLwer0IhENpl9ArNRoMWgRBeiwWiwVStRIiEfPXiEyrhskktGOU3gEjtOW6MdsTRel/uHs9pGoVzMJHAa644grMnTcPv/nbX3D6ksV46JbVY/ZJJeqXSqVw8HiETAjIcsDj8cBoMaGsqjLvslQ1Fejo6Mi/UuMAn88HcYqvPwlFCQFZCpgGZKSUQkQEXn8hFoNh6wZl2lFqlVaNQWGFYBxDQ0OQZamhlepUQkAWQ5+xH+qysjHbk4nS5TohmAWG9WM//NEq6KursGbTQ/B5xuqLU4n6pXIZr1fsCwFZDnR2dkJVVZ7Vl2EqyiZVo6mthYValT5erxeiJCNkACCmSMF2IAnhcBg2hz2tKWwsMrVKWD6fgM1mgzTDSkFhdHEsA4MDkOqy87RT6LTo7e/nqEalRTgcxpDVAk3Z2EURyUTplFaFAUFHBqVSiWf/9BcEfD5svvd+yBRj7WpSifopmRRuL38/SIWALAdaDW1Q1+Q/OgYA1bWT0dTWKjzoMRyQiaUpRsikwghZMux2O0i5jLG2jhKsL8ZgsVhAZnCbH850IOG1h1Gh6TH2Q6MfO7qTDm15GXoGhIAMAMxmMyiVAuIkuT2TidK15WXoNgpt99Zbb6Hl5Emsufx6HPzgI1RMqoGxqwfAsPZu7fIbYGhsws7Hn8HKBefHifopqZTXC8SEgCwHjp1sQvXUyayUpVCrECZFMBqNrJRXynh9XpBJRP3A8AiZ3588z+BExmq1QqphPkpBqRUwCyNkcQyZzVAwaEOZRiUEszF09fVBV5Gdc7yuohw9/X3CByiAwcHBlFO+sSbiUcNxjV6P3v6+AteSfyxbtgxV1VW44ad3YteJffjOdVeNasRGtWNHPsbKu2/HzPlz4wzb+W6hVJSAjCCIewiCOE4QxDGCIHYQBCEjCEJPEMR7BEG0jPw3u0+vAuF0OjFgNbOiH4uinlSF1jbB/sLl9YKSJk9SLBZE/UmJCquZotRqMCB4QcUxYB5ipMETUv98RTAYhMlmYWx5EUWmkCMQCQsjjQCMA0bIdMxXm2r0OgxZLQiFQhzWqjQY6Dfi8lX1YzRiqbRjUUiKgscnBGSjEAQxBcBdABbTNH06ADGAlQDuA/BvmqZnAfj3yL95R3t7O9STKlnRj0Upr61BY0tyh+aJhNvrAZlCQyYiJUJAlgST2ZTSYT4ZKiEgG8Og2cwwIFPCJKxyAzA8uiPXqrO2oSEIAgq9VlhZDqCrvw/aSuYjjGKxGFK1EkNDE/v+jUQiqKiqxD92vDpGI5ZKOxaFpCj4eDzTUqwpSwkAOUEQEgAKAH0AlgPYOvL7VgBXFadq6TnRchJlU2pYLbN66hS0dBgm/JePx+sFGTNCFtUDXDN7Mf70wKNoMwijiIn0m5iN7kRR67TCasEYIpEIzDYrIy8tpVaNAWGVGwDAaDRCVpZblhKZXos+QdiP7r5e6Cqy87KUl2kxOMFTKAUCAVx6zVX47J1/jTF+TWUIG32XrFxwHrb95Tm08XRGquABGU3TvQA2AugC0A/ATtP0PwFU0zTdP7JPP4DckkRyCE3TONp8AjWnTGW1XKlMBlKrQnd3N6vllhoerwdUjIYs1ktm4XlL8JuHflPE2vGTAdMQ1FpmqWsAQK5SwulxC0ntR3A4HJDIqKTC6kSUGjWGBC8yAEBnTzdUFbmpSrSV5ejomdgp4/x+PywOe9ap92RlGvT2Tez8x36/H/rqyjEaOyC59g6If5ecOm8O6uvri3kJKSnGlGUZhkfDZgCYDEBJEMSNWRx/G0EQBwmCOFjooduhoSH46HBe+StToZlchZMtJ1kvt5TweH0gqa8Cslg9wLKrrkB7e3sRa8c/aJrGEMPptigEQUCmFsTpUaxWK6Qq5smxhyzClCUAtPd0Q5+jjlZfVYGOnon98Tk4OAhFmTZr6UtZZTk6JnhAFggEICazSzIU+y45c+kSHD58mKPa5Ucxpiy/A6CdpukhmqaDAF4DcC6AAYIgJgHAyH+TjsvSNP1nmqYX0zS9uLKSPWE9E1paW6GeVMlJmqPqabU40nyC9XJLCY/PA0r21ZRlrB7g03feQ+00dkcmSx2XywWIRSlXpqZCphG8yKLYbDbGGjy5Sgmn24VgMMhxrfhNOBxGj7EPusqKnI5X6bSwOh0T2qDYaDRCrmc+sh1FV1mBrr6eCb1KNRAIMBrRjiX2XXLki0M4/fTTOapdfhQjIOsCsJQgCAUxHNl8G8AJAG8CWDWyzyoAu4tQt7QcbWpE5SlTkv4Wq3dau/yGMb4oidsT0ddUoXdokNeJT7mkra0NLzzzF/xg4TdH22ntlg3Y+8YeXDf/HLz+lxcR8PthMBiKXVXeMGx5wVzQH0WiUggBGQCDwYAf/OAHeOj2e9Lem1FEIpGw0hLAwMAASJUi5QKcTIhEIigrytDXN3EtHDp7u6FKkjIpFdH3yI1nfQsv/OlZHDlyhLvK8ZxgMAhRQkCW6T0bqy1raWzCH//4x0JWmTHF0JDtB/AqgEMAjo7U4c8AHgVwEUEQLQAuGvk3bwgGgzjZYUB1bfKALFXurFTbExGLxdBMquSt2JBr6uvrcerc2dhx5Kt2qplWC4qisOq+NfjLR3uw4MwzeTv3XwyiKX+yRUiUPUx9fT3OPPtsPPrKX9Pem7FIVcoJH5D19vZCmaN+LIqiQoee3ok79dbR053VCGPse+T0xWfipptu4rB2/CYQCEBExq/uzfSejdWW3bzmTkyezI6PKNsUZZUlTdO/oml6Lk3Tp9M0/UOapv00TZtpmv42TdOzRv7Lq0/4zs5OyPTauCm1WFL5n2TyRYmlbOokHG9u4qT+fOfw4cM465ylKdtPrdViwdlnoqGhobgV5REmswkUQ/1TLGqdFkbTxF6pBQANDQ1Y9LWzUVZVkfHejEKphUwHhq5OqKuyWx2YiK6qAq2dE1MTGg6H0TtgzGqFZex75Lzll+LEiYkrbwkGgxAl2K1k854VScS8lR0ITv0MaTrZDO2U6pS/p/I/yeSLEkvNtFocaW5EJBJhvf5857TTTsORQ1+mbL9IhMZnH3+CRYsWFbeiPGLAZIJSy9xYMopKq8GgMEKGRYsW4R/vvguSojLem1GkKgXME1zY39rRjoqa1M9CJpTXVMPQ1TkhtVBDQ0MgldlN+cZpoD77HLVTJ66eNhgMgpDEB2TZvGdFEokQkJU6h080omZ6/E1g7OrBXZeuwPIZi3Dy8DH87bGnUZ+QO2vtlg3Y+/oerJh/DrY+uhmBQCClVkWl1SBCitE/AT16nnjiCZw83pjSV+amr12Ak41NeOmll4pcU/4wZMluhWVUZ3Hzkovwx82Po7W1lcPa8Z+XXnoJx48cxa3nX5LUsyiZHkWpUWNgAgdkXq8XQzYLtFmmTEpEqVHDT4cn5PRvX18f5OXZCfpjNVBHPzuAy65ZzlHt+M+whiw+IIttn72v70EgEEipJyPEIt7a/ggBGQOsVitMTjvKEub8N65eB5fNjhvuvRM3rv1vaMp0qEvInVUzrRaUlMLN963BK42fYdlVl6fVqqin1ExI+4vKykrc+vN70vrK/OC2W3g7918MhixmRoamUb7K8/YRZp82HytXruSwdvxHr9fjh3f+v7SeRYl6FJVWA9MEDsii+jE2MpWoKvUT0nuxs7sbqiwD2tjn4B/+vgOkQjZh008FAoExov7Y9qGkFJZddXlKPZkwZVnitLa2QjOlaozdheFEM6wmM5bfeiOW33ojbCZz0rnrbOa3q6ZNnpD2F16vF2Jp+iF8iYyCl8eJYQtJKBSCw+WEPAsNWWw/XPLtb+Lo0aMc1pD/2Gy2pB5k6e5XpUYNk5VX8taC0tHVCUUW6X7SoazSo72zk5WySom27g6UV+du2UQQBJQV+gk5kwIMB2REmpRdmd63hDBlWdocaz6B8qljR2bq5s1BWUU5dj+3Dbuf2wZdRXnSuets5rerpkxCe0/3hMvbOByQpffTkkipCe1dFIvdbgelVGQ1UhHbDxs+/wKzZ8/msIb8x2azgVTKxmxPd79K5XJ4/X7eTnlwTUu7AeWT2EmiUjl5Ek52TKxV5eFwGL1GY84eblHk5Vr09Ka3aRmv+AMBSMjUAVmm961IIhICslIlHA7jRGsLJp1SO+a3tVs2QKXTYvump7Bt01OQKmQI+MfOXafKrxVLVLdy3WnnYNdL2/Gf//yH82vjEy63C5IUAVm0bX7381/iyiuvFLzIMByQybK0vIjth02Hj+AXv/gFR7UrDSw2KyiVYsz2dPcrQRCQTlAvskgkgrauTlRMyk/QH6Wsshy9gwPw8zjZM9sMDAyA0ihz9nCLUlZdidbODnYqVWL4AwHYTJaUOs84Pdkbe8a8k0ViMfw8/aASArIM9Pb2glBKIVOMfXDXTKvFE+/swu72BrzZ3gClSoVlV4+du06VXyuWWN3Kom+ei//+7//m/Nr4hMPlglQ+drQC+Kpt1j3+O1xwwQWCFxmiozvyrI6J7Yf3PPYwqBTtPVEYMifX4GW6XymlAna7vVDV5A0DAwMg5BSk8uz6XSrEEgnkei16J5AfWU9PDxR5ergBQHl1FQzdE3OVqi/gw98e+2NKnWecnoyixryTJRQJn5+fM1BCQJaB1rZWaCYzG6LPRiuW7tirbls14UaBHO7UAVm0beRaFS6//HLBiwyAzW6HRJF7QKVQKSe0FgoATDYLFGpV1sdNVLf+rq4uKKvY0Y9FUVWXo2MCjfS0d3dBzYIGT65SIhCZmKtU/YEA+to7Gb1rk72TJRKJMEJWqhw72YzKqcnd+RPJRiuW7thP9vwTFTXVE+pmczidkKX48o62DUQEduzcKXiRYXi6LRtBfyIKlQpWx8Qb5YnFYrVmtUo1CqmUw2q3sV8hntPSbkBZDTv6sSj6mmqcbJ84H59tXR0oZ6ENCYKAslI/IdNP+fx+1M6cwehdm+ydLCFJ+Hg6TS4EZGkIBAJo7+lG5eQaRvsz0YoxOfazd/6F6+64dUKNktmdDsiUY6eFga/a5tc3/QT/+fBD7Nixo8C14x8Wuw2KPAIyuUoB6wQK+BOJRCKwOR05BbVKtQqmCZgL9GR7GyoYPguZUjm5Gq2dHRPCDNvv92PAbIK2nJ1RRkVFGTq7u1gpq5TwBfy47YH7GL1rk72TSYqCl6dTltmlTJ9gfPzxx3jlxW148ncbUTdvDtZu2ZBU/xUlOnedCWNXDzauXgfDiWbU1s1AKBhEr6EDNIDpc2Zh7ZYNcDucaG5rxVlnncXiFfEXe5oRsmi79nd2I3iyF3V1dQWuHb8wGAz4za8fQH9fP+rmzxl9GEX7VLSvJtsW7b9SuRzegB/BYBAkmZ/AuBRxOp2QSCmI0yyfT4VCrYKpu4P9SvEYu90Op98HtS7e0DT2WZau3yXbVjOtFlK5HCK5FAMDA5g0aVLBr6tQGAwGXHPNNTh27BjefWtP2ndJsjZNtm/FpGq0NE689FNenw+TZ8xO+65NbMM//uuN0TY0dvUII2SlyE9+8hMs+MbSjInBsyVWwO+yO2Ds6h42l733TrjsDmxcvQ5VtZPR2HpyQog2A4EAguEQyAy2FzKFAvYJPs0GRBOxz8Fzn/5jtF8mMzNNZ3BKEAQouQxut7uIV1I8HA4HqBQjsplQqFUwT7B8ll1dXVBXl4/xYmTa79L1RWW1Hp3j3I+svr4e55x7LtY/81jGd0mmRNlR9FWV6OrtnRCji7H4fD5IMnxEpmtDkiLh9fHTz1IIyNLQ2taGK26uz0mkn45YoaHNZEYoGBpjLqvSauAJBWCZAFMjDocDUqVizMM+EYVaCesEXN2WSENDA+accRq05WWj/TKZeDXTIhNSLoPL5SrSVRSX4YAst9WCCpUSNodjQr0I29rboa4e653FtN+l64u66kq0jHMdWUNDAxYtPgtVUydnfJcwXRxGyaQQK6QYGhriqtq8xOv3gcrw8Z6uDUmKgtcnjJCVFMFgEBVVlfj8vb05ifTTESs01FWUQ0JKxpjLEgQBVXUFurrGv0bA6XQyejlSUikC4dCENeWMsmDBAhxrOIKg3z/aL5OJVzMtMpHIpBM2ILPb7ZDkGJCJJRKIScmEMilubm9Nqh9j2u/S9cXKKZPQ3N42rmcDFi1ahF27XoVKq8n4LslmcZiiogw9PRPHIJamaXi8PpBU+oAsXRuSUik8Pn7eu0JAloLe3l5cffMN2PeP9+MEgekSD6f7LZZYoaFKq0HNtKmj5rIqrWZUc6GpLkdbx/jXCDgcDkgYeGIRBAFKKYfD4ShArfjLU089hbam5rh+OdqnFpyPnY8/g7bGJgQCAex9fU9K4atENnEzH1hsVkhzDMiAYeuLidIPfT4f+k1DKKsaO0KWTDTNdFsUlVYDd8A/rr3d/vKXv+DY0aP4r29ehp2PPwNDYxPWLr8BR/cdGPPOyGZxmLpSj44JJOwPBoMAMfxRlI50bUhJKXi9Pl5+AAii/hR0dHZiyrxZ2HjbD+O2r11+A8697CL8duez2PPiy8P6iBFxYXTeOtlvsTAV/1dOnoTm/3zBzgXxGKvVCkrF7OUoVSphs9lQUZFf6pFSprq6Gj/66WosvebSuO0bd28f7Z+X33Q99rz4Mj59+z28dvJg0nLE0ombG9Rss0JRkfsqVUox/GEwEZLd9/b2QlGuS7oAItWzjOk2YPhDS11djq6uLuh0urzry0coisKP7/spdj37Qtz9+dAtq7Hy7tvHvDOYvB8AoLymCq37j3Fce/7g9Xozao2B9O9YsUQCmhgO7qgMI22FRhghS0FrZzvKasYmgE03N52PMWwytBV6DNkt4/6lOWgxQ8HQD4pSycf1lzQTPB5Pyryf2fRBiZSC0z0xpyytdjvkytwDMolcOmFGyDq7OqGsKuf0HKrq8nGdaLyrpxuKct2Y+9Pn8eb1ztBVlKN/cGDCyDi8Xi8kUmne5Uh4+jEqBGRJoGka7d1dKK8ea+CXbm46H2PYZIhEIij0unFv/meyMndMJ1UKmCxmjmvEb3w+H8TS5KuMsumDlEwK1wRdZWm123Jy6Y9CKuWwTZAVvyfbDdCzbAibSMWkmnGdaNzQ1Ql9TeWY+1OmkOf1zhBLJJDpNDAajRzVnF8MB2T5j2oJAVkJceTIETz39J/ww8UXpE1cGqsru+uSFTh5+BheeOQxrJi3FH977Gm0jegEErVkTLVmACAvL0PPOM/1NmAaGuNvlAqVVoNB08RaVZSI3++HOEVy4lXr12Dn48+M9kG305Wyn5EUxducblxC0zRsTifkOdpeAIBcqYBlAhjrRiIRtHZ2oHIyOwnFU6GvqkDvgHFcjvTQNI32ni7oq6vGaD2DgQB2Pv4MVi44P2sz8eh7ZOP6X+HSSy+dEEbiHo8HEln+ARkpk/JSPysEZEn44Q9/iNO+dmbGxKXRxMMbV6+Dy+7AjWv/Gzeu/W9ISAk0ZTrsPPJxUh8Zpj4zAFBWXQ5D9/gdyg+FQrA7HYxT2Kh1GhgneEDm8/lApBC1bn1kM1befTt2ndgHTZkWfq8vZT8jKRIe38QLyDweD0QSUUZhcDrkKiUsEyB9kslkAiElWUsonopoovHxOBtgtVoRIoaD+Oj7o27+XKy8+3bsPPoJVt59O2bOn5s0kX06ou+Rh3c+h4Vnnon6+noOr4IfuN1uiGX5T1mKpRQvPRiFgCwJTU1NOP/KSxjP6xtONMNmMo96iYWCIdhM5pTHZ6Pz0VWUo3scPqSi2Gw2kAo5RCJmXVGl02LAZOLlCplC4fV5IaGSBxOxfctqMqfth8N+PBMvIHM6naAUuY+OAYBcqYRtAmgZe3p6oKgsK8i5FJV6dHd3F+RchaS/vx+Kivg2ZENvHC2j5pSpmHXaXDQ0NLBUY/7idLkgYSMgk/PT8kcIyJIwddpUHP7kc8bz+nXz5kBXUT7qJSYhJdBVlKc8Phudj7pMB7PdOi6H8oHhL3CZlrmWRyqTIQyalzdTofAHgpCkGN2J7VtlFeVp+6GYlMAfHJ/9Kh1OpxOkIrPNSjoUKgXszvEv6m/v6oSGY0F/FF1VBdq6OgpyrkLS3dMNhV4Xt40NvXG0DKlcin//699YuHAhSzXmLzaHHbI87GqiUHIZHE4nCzViFyEgS8KVK67F0X0HGCcJX7tlA1RaDbZtegrbNz2FmmlTodJqUh6fjc+MSCSCXKcZl27M0fxuj6y5L6OWLhZFmRYmk4nj2vEXf9APsUSSVIsY53Gn06bth2KxGMFxGuinw+VygVTIstJyJkLJZPD6fQiFQhzWtPjsP/QFHv/Z/2L5jEW4csYi3HXJChi7evJqu1hiy3l87f042PAly1dQfAw93dAnZDlI9Q6I6pGvnLEIy2cswl2XrkjatsauHgT8Abzw6GbUn3E+Wk40YdOmTQW5nmJisdsYr45O10flSgUsPBzhFnzIEgiHw4iIgE1v/o1x4uGaabV44t1djM/B1IcsilSjgslkwpQpUxgfUwrU19fjrMVn4+aH7sOJLxpS+rYlItUOt8eMGTMKUEv+EQwGIVZJU/reMe1bEpJEYJwHFMlwOp2QyFO3HxMIggClkMPlco1b76xgMIgXn3seYTqCG+69EwDw7vZXR7WIubZdLLF/g7e27sSrL+7EI//7ANRqZppSvkPTNDp7u3H2OWfEbU/p3xbVI4+2966kbbtx9Tosu/ryUT+z915+HWSG/I7jAZvDjkrVVEb7pru/5SolrP38kwIJI2QJWK1WUEoF42CsEEg1KgyNQyF7Q0MD5i9agIrJNVnpKOQ6DXr7+zmuHX8JhsMQiUV561BEYjGCoSBHteQvNocDlFyed/uRchmcPJz2YAuj0QjTwCCsMfrYaK5dtjwXY8u5YtVKmAYG0T+O7m2Hw4EgHWG8ojdRj2wdae9k+8W2v7GrB529409/l4jVwdw/MF0flSsVsNqsXFUzZ4SALAGLxZKVpqkQqMu06B8cKHY1WGfRokV49+13IFcostJR6Cr06DKObyuQdEQiEYhE4rx1KCIRMSEXR9icdsiV8rzbj5TLeLlSiy16e3tRM60WZTH62GiuXbY8FxPLmTR9Krp7xk9gYTQaoShnvigiUY9cNtLeyfaLbbdTZs9ER+/4zmkZCoXg8rghUzDTkKXrowqVCha7nXfPPyEgS8BiscDp8YyZex6dj551Nq6bvxRXzzo7bl6ajRyXqRivVg9//OMf0dLcjJu+fmFWHjy6Cj16+vp4dzMVilAoBJGIiPMc2/n4M1i1fk1W5RAiEcKhMDeV5DE2pwMyhSIrLWcyJDxdqcUWnb3duPkX90Cl047JtZssdyrTZ1vs8zAx3+qPf/XzcRVY9PX3Q67XJP0tlQY0Vo+s0mmT9stkfbd/cADh8Pi9n51OJyg58xX5afNZyqQI0xH4eLbKXNCQJWC2WvDan1/At1csj5t7BoY1E5FIBLqKctjM5lFvp427t6edr85HqwIAcpVqXHoeyeVy/Pi+e/H1K76T1XEyhQIhgobD4YBWy8xQdjwRoWmICGLUcyyqI9n6yOas+pWIECEciXBYU35idzhRrlRAoy/LSfcURSyT8nKlFlt09HTj1KVn4Il3kutjk+VOZfJsS3wexuZbddkdaNyzl+1LKRo9/b3QlOuT/pbqvcBEj5xMg2bY3wCz2YyqKm6zKhQLu90OKgsz50xabalKCbvdDjnHHnvZIIyQJWC2WdHf2TVm7jk6H93R3II1mx5CR1NL3Lw0lzku5UoF3B7PcKb7cURvfx/k+twCKkV52YRJF5IMgiBY0fEQBMFB7fiN3emAlOG0RzpkChns4zSfZSgUQv/QIHQV6S0vcumD6Y5RatRwet3jZiq4q68X2hQBGdu5jxVlWgwODuZVBp+x2Wyg1Pn5B8ZCqRS8y4ssBGQJmKxWTJ01c8zcc3Q+evqcWdh87/2YPndW3Lw0lzkuCYIApVSMu2TGHT3d0OXocSTXa9DHw1UyhYTt3KkTgWAwiEAwAIqFBMUypQI21/i6J6MMDQ1BqlZlzGaQSx9MdwxBEFDodRgYKH3NbCgUwpDVAk2CB1kUtu9fqU6DPuP4WRCRiNliyWqELBOkSgGrlV/CfiEgS8DhcuKu3z0wZu45Oh/d0XQSRz47gNYjjdj66GYEAoEx/k+JvjKBQABbH92MFfPPwd7X92StVQGGjezGy1djlM7eHpRVVmTcL5nWQldZjvZxJP7NhVw0ULFtuW7FzbDx7IHENW63G6RcxsrIoEwuH7cjZIODg5CXJdc+xZJLH8x0jKxsfCTLNpvNoFSpV+znq2FMRFuuQ+9A6bdbIgaDAUuWLMElF1+MP/36kZw97xKRqRUwWcyslMUWgoYsAafLhQWzZib3iBnZlko3kcpXZtlVX/nFfPr2e1nlK4si4Wky1FxxOp1w+b2Mclgm01r8ausfceJgYwFqyj9ExPDqyEmnTM1aAxXblruf34a3//Ya8MRTHNWUf7jdblDy/Fz6o8gUcvSNs4+kKH39fSnF6LFk66nI5Bh1eRm6+0t/FfVwFpLUbZhL26VDXVaG7iOtrJXHF+rr63Httdfi2hvq8XnT0Zw97xJRa7UY6OOXwbgwQhZDMBhEIBSEhEpvsJfN3D9bOgGJjJ/JUHOlr68Pqgo9o5GKZG2o0mrg9LrH9Sq3VIhEItA5ivFj2/Lild/HoLH0p4aywe12QyLPf7oSAKQK+bhNn9SZRvvENbqKcnSPAznC4NAQpFpmnllsoCnTYshqGXcrLRsaGnDnnXfC5nTgez+6IW+tXRSlVoOBIX5p7oSALAafzwdSSmUMErKZ+2dLJyCWkvB6vTkdy0d6ensgL2cm6E/WhgRBQFmhR984TryeiuGALDfLj9i2fHf7q6iaVMNy7fiN2+2GWEqxUhYllSIQDIzL9Em9A8aiBWSaMh36BgZK3tamf3AAKl3hVoGLJRJI5DLYbLaCnbMQLFq0CI8//jisDjvef+3vrGllVVoNhixmXvUzISCLwe/3Q8LgYR3r//S3x56G2+VK6TG2dssG7H19D1bMPydOc5ZIok7qw91v47r5S3Hl9IW4bv5SdJxshdc3fgKytq5O6KuZLc+Oai1WjngeGUY8j3yRIHrGkWcRU8RiMSKR1F/B6XzvYnUr+/75Pq5ZeV0hqswbhjVk7IyQEQQBcpxJCYDhD1OHx8VITsAFlEwKgpKUfGDRPzQIdZlu9N9M/Shj97vr0hW449vLx+QSTYVMo4LFYmH7UorKjh07sGvXLvx50+P47J1/JdXaMWnbxH3MxgEQFMmrlZZCQBaD3++HmEE+sKj/064T+6Ap08Hv8WLH4Y9GfcliqZlWC0pK4eb71uCVxs+w7KrLx+wDfKXtiZbzh3t+gdOXLMa2Q3tx+pLFeHHDE/B4+WVilys0TcPQ3Ql9DbOALKq1mDl/LlbefTt2HPkY5152EV770wto7ezgtrI8hBRLEA6nnrJM7Eux/S3alq+dPIgHt/0JFZWVhagyb3C6nJDI2AnIgPHp1m8ymSDXaopqiSLTaTA0VNpm2IOmIah1X2nI0t2XscTu57LZMdDVgxvuvRM33nsnXHZHyuMAgNKoYDbzS6ieL3V1dXjppZfwiy0bsXH39qQabCZtm2wfuVbNqwBWCMhiGA7IMq9ziNXh2ExmWE3mtBoxJjqyxH3oCI01mx6CRl+GNZseQsDvhy8wPgIyq9WKAB2BQpWdviKxjXraOtDW1cGrIedCIJGIEUmjE2GqW4yEw6Ay2BqMN2xOF2QsGkFKpNJxGZBJi5w+TqZTl3RA5vP54AsFII3pa0zvy9j9rCYzQsHQmFyiqeDjykE2GO6Tqd8XubxjDSeaIeVZACsEZDGEQiEQ4sxNEqvD0VWUo6yiPK1GjImOLHEfQkRg8733w2GxYvO994OSSceNMWxvby9UldnrU8a04/w5CBHgnZcM15ASMm1AxlS3GA6HM/pMjTccLgekLK2yBIYX24y3KcuBwUHItMWZroyi1KpLOn+vzWaDTKWKG2Vkel/G7ldWUQ4JKRmTSzQVKq0Gg+MwIOsfGoQyzYrVXN6xdfPmQKZV8UrYLwRkMYRCIRCi5J4xscTqcFRaDVQ6bVovGSZ+M4n7/PSxh3Fs/0HceNYyHNt/EHf85n8QGCfi4fbOTiirsg/IkrWjslKPnp6JpSOjSDJtDkqm/kbhUBikJPMU/XjC6XYxTk7MBNE4W/0MAL2DRmjKipuSTK3XoXewdD21bDYbKFW8iSnT+zLu/aLTonpa7ZhcoqlQatQYGocBWe+AEZoYPV4iubxj127ZALWOX95tE+vzOAPhcBiEKLVuwtjVg42r18Fwohl18+bgj/96g5GnWCq/mcTy1m7ZEFfenDMXjP6++9mXUPmjW3O7MJ7R2tmOikWz4rZlagsgeTtaBofQ3tmJBQsWcF5vvkCSJMLu1AEZU3+jcDgEksEU/XjBYDDgsQ0bMTgwgLr5yftYtpAyKZzu8WW9YhwcRO2c+HZhcn+mLC+HYzU6HTpM/PKIygaHwwFSGR/4Z7ovc32/xB3b2IzKqkqsuGI56urq8roGvkDTNAaGBnGK/usp92HyzKuZVou1WzaMtvHG1etw+2/+B3ZhhIyfRCKRtAEZU1EmUzKVF/v7WcvOx7PP/Cmv8/GBUCiE7v4+lFXFi8lzbduKmmq0dnVwUFP+QklIhFkYLY2EwqAm0AhZfX09Zs6ZhRcPfsDK/QsAUrkM9nGUYJymaQxZTGPsGvJ59uVyrFylhMvrgd/vz/oa+IDVbgOpyG5qnI02/tvh/6BuziysXLky2yrzFrfbjSAdjtPj5UpiGz/9y9/CarfxxrpGCMhioGkaSLOyiO1ksJnKi/39gmuuQE936acKMhqNkGpVIBPMd3NtW311JXr6+3hzQxUCkiRzNoaNJRwOg6LY8eQqBRoaGnDaWYug1KhYuX+BYbf+8TRC5nA4QFAka/dnrscSBFHSFg5mqzXvRUu5tLFMocDZ55+Hw4cPZ1tl3mIymaBgyc8tsY3bTzRDquaPsF8IyGKgaTrtUm+2k8FmKi/2972v78GUqflNr/CB7u5uKCrKxmzPtW0lJAmpToX+/vGbVDcRkiQRCeUfkIWCoQk1QnbGGWfg+OEjCPh8rCVjl8pkcIyjETKLxQKZZuwKy3yefbkeK1WrSnbBjs3pgCzLRNhstfHRQ19i/vz52VaZt7C56je5sF8NE0+mx4WALAvSCQdzMaZbtX5NWiFi7Pm+2PsxVv34Fs6vkWsMXZ3QVo9NKM5U8DrahrPOxnXzl+LqWWdj29PPYt++fVxXnTcYjUb8+YFHMxpMZiISDk8oDdmWLVvQeqI552Tsydp6eIRs/Ij6rVbrGDG6sasHAX8ALzy6GdfNPwd739iTVSLsZPc2k+clpVbwZuQiWxwuJ+SK7AKybJKNx5nHXrICbpdr9O/T+OVhbNiQX6JyPmEcHIBMl3rVr7GrB3ddsgJXjpjnXjt3Ca6edXZcv4q2V1tjE3Y+/gzqF5w/2sZSrRKDPLFYmThPYwYQI0mbU5FOOJgsAXbivon7bH1kc1ohYuz5jF09CDSX/mrC1s52zPzOOWO2MxWiR9swEolAV1EOm9mM+YvPxH3r12PFihVcVJl3/PKXv8S8Mxdi89svp+xrTAgFg5CS2b00SpmKigrc8rO7seTK7zI+JtN9LZXL4BpHU5ZDZhOkCSNkG1evw7KrL8flN12PPS++jE/ffi+rxRDJ7u21y2/I+LxUaFQYNPNj5CJbHC4nZmS5mjebZOOx/fKOC68CQGNX42fY8+LLeG/na9Dri5P2igt6B4zQTE9tYL1x9Tq47A7ceO+deGfbLnjdbkybXTeqw9u4e/uY+/jTt98bbWuvy40+nqy0FEbIYiAIAsjRZDRXYzqm0DQNkai0/1xutxtWlxMa/dgpS6ZE27CjuQVrNj2EjqYWLL/1h+js6GCvojynubkZi795Xt5axnA4DGoCjZB5PB5IZNlp5jLds5RMBq/fN24SOg+ahqBK8HtiWzvLtEylVoOBEgzIaJqGy+1h1e8ukXTm5MbuXrhc4+cjoW9wIO07w3CiGTaTGctvvRF2swU+rxcdTS1x/Spdf9OUl6FngB+Sl9J+w7PMcECW27G5GtMxhY5EICpiKhM26O3thbKiLK+ULNE2nD5nFjbfez+mz52F//z9XVRUV42rh1A65s2bhwN7/5O3ljESCoMkJ46o3+12QyTNLm1SpnuWIAhIKApe7/jIMztoMY/JYcm2dpZpmSqtBkMlGJAFAgEQYgJicWZPy1xJZ04+ecY0uL3jw6w4EAjA5rCnzataN28OdBXl2P3cNmjL9ZDJ5Zg+d1Zcv0rX3zQ6HQaGhniR8UUIyGIQiURj/ihME8LGJhzf+fgzWLV+zZh9YjUCe1/fg0AgEFfu0X0H4hKKH913YPTYSKT0R8i6erqhrCwb06ZH9x1I2sbGrh7cdemKuMS6Ud1dR9NJHNt/EO0nTuKzd/6F7/94Ffr6+op8hYXh8ccfx4lDRxhroVL14Ug4DOkEWmXpdLtAZZlYnImuZzzlsxyymMeMkGWjbWIKkzKVahUsdhsiLKwoLiRerxdkFoF/qvsz3bsn2n4rF5wPh9UGk3EQK+afg72v78FN6+6GyzM++qPZbIZMo4JIJErZHmu3bIBULsO2jU/CbByA1+WGobE57h0bCASw9/U9SfsbKaV4k8y+tN/wLCMWi8fYCTD1holNOL7y7tux9ZHNY/aJTexMSSksu+ryuHIfumV1XELxh25ZPXpsJBKGpMTT3LR2tKOsumpMmz50y+qkbbxx9Tq4bPa4xLpR3d1rLV/glcZ9eL3lC2zcvR1T5s5EZ3dXka+wMNTV1WHVmp/gtZMHUybbjSVVH46EaU6/4vmG3Zl92qTYezZVW0vGiVt/IBCA1+8fk8mASRtkC5MyxRIJJDIpHA5H3ucrJD6fD2KK+erlVPdnundPtP1mzp+LH9xzB3Y1foab71sDSkph8vRpcI+TEVuTyQTZSIL2VO1RM60WSrUKN6+/B7tO7MOq+9bg1NPmxb1jl111OSgplbK/ybVqXiwgEQKyGEQiEehI/AhZLglhmegsku3v83jjEor7PF/dVHQkAnEJj5DRNI32ni6U11SNuXafx5u07QwnmmEd0QZkSqxbVl2Fts6OAl5R8RCLxaDDzEcNUvbNSKTkg/xscLrdrCYWjyKRScdFPkubzQapSpGXpIBtZColL0YusiEQCECchTYz1f2Zqy6ZpCj4StRQN5HBocHRRSbp2iPZb9m8kymtihfJ7Ev3Dc8ByUbIckkIy0RnkdQPRSGPSyge+6UaCUcgEZfuy9NisSAkIiBXKsZcu0whT9p2dfPmoGxEG5ApsW55TRXae7p4oQPgGolEgkgWAVmqvkmHwxNshMwJKYt5LKOIZdJxoV8cDsiyMzPlGlIlh91uL3Y1siIQCECUxYdOqvszV12yhCTh9Y2PEbJeYz/Ueh2A9O2R7Lds3slKnYYXKy2FgCwGiUQyZuQhl4SwTHQWyfa///ktcQnF739+y+j+kUgEJFm6Jp59fX1QlusAjL32+5/fkrTt1m7ZAJVOO5JY90k4rFYYGpuSavnkSgVCBErWSDIbxGIxIhHmq/pS9c1IJDKhAjKHy8lqYvEopIwaF9YXNpsNpIp5+zDV1+a6PwCQKgXMJebWny4gS/QPu+vSFTCMeGOtjPHGAnJPmC2WSEo25VQivYMD0IwEZOnaI9lv2XhbPrn+QVy/4josWbIEBoOhEJeWlNIdcuGAZCNkTL1hsvGQSbV/zbRavNKY3OA0HAqBFLP/MikUw4L+YW+cZNeerO1qptXiiXd2AfjKtyjqhZTMt0hZoUdvb++48uBJhkgkymo1cMq+OQ4WimSD0+XiZMpSqpDDVmI6p2SYLWZIVcx96Zh4L+azPwAoNWqYrMXX9mRDKBSCSJz8vkrmH7bjyMdjvLEA5gmzE/dx2uwIjQMblkgkgkHTEObodADSt0eq35h6W5536XdQc60O1Wod6uvrsX///rzqnisT52nMgOGpIH525Eg4AomkdEcz2ro7oa9Obe6XCSZ6AEWFDt29pW+emwmRSASwsPJsPHjbMSUQCCAUCUOShdiaKTKFHHZX6adPGrJa0toLJMKGbjYTCrUKQyU2QhYKhUCkCMjS+Yex4e8GDD8fguMgt6/NZoNYJh2TV5VtDCeasfzHP0SIjuCWW25BQ0MDp+dLx8R4GjNELBZnpc0pJOFwuGSnLCORCDp7elBWNTZlElOY6AH01ZUwTICVliKRiBUrAHoCjZC5XC6QMikngnWZQjEuRsiGLGYoNZrMO47Ahm42E0qNGiZLaY2QhcNhECk+ntP5h7Hh7wYAYokYwVCQlbKKiclkgkzL/AMhV+rmzcHbL70CiUKGP/zhD1i0aBHn50yFMGUZQ7Ipy2Ji7OrBxtXrYDjRjJqptXjk1w8Wu0o5YTabQUhJSGXMLQei197W2ASSJBEMBNHV0oaXNm7BzPlzk+oB9FUV2PfvzzImiR9vxPaTunlzsHbLBlasCcYTbrcbFAf6MWBYv9jpLP2AzGS1oFbNPInz2i0bsHH1Omzb9CRq62YABHDN7MUp+2Ds/tF9MjHsRWZHJBIpmY+HSCQCgkhe12RtVr/wG4zbg8m9TohEvB1YyAaTyQSKhaTisW1WWzcDwWAAvYZOEABOmTsL//Wrn2PrI5vRdvwE5s2dh927d+df+RwRArIY+DZlGas3ePbB3+Phhx/GjTfeWOxqZU1fXx+UFdmlSxrNWUlHoCsvh81kxvlXXDxGZxGLVC4HSDHMZjMqKnIfjSs1ctHmTDScTickWZrCMkWmkMPhcpb0h0AwGITH64VcyVxDFqvbYaLxzFZnCwx7kYkpCVwuFzRZjN4Vk0gkAkKUvB/k0gaxMLnXRYQIYR4NLORK/+AAVLr8/+aJuj2byYQb770TAPDu9l2j3pbH9n+BM7WTUVdXl/c5c6U0PjkKRLb+TlwTqzf42oXL0NraWuwq5UR3bw8UFbqsjhnNWdk0krOyuYWRzkJZUYb+fn7kJSsUXOQaHG+4XC5IOMotKCFJ0CIRfD4fJ+UXArvdDkqZuwcZl31QplaVlBcZl5kFmLQzISKyWoXNV3oHjVCX6fIuJ1G3FwqGRr0trTHelhq9Dr2DxbW+EAKyGIbtBPgTkMXqDfa/9z5mzZpV7CrlhKGnC/qq7AT9ozkr547krJwzi5HOQl6uQ1dPdz7V5T00TQMxL85ccw0SBCaEbxsA2B12kByNkAEApZDB6SxdYX++HmRc5LuMQirlJRWQAXG3J6tw2c58oz9DUnGmJOr2JKRk1NuyLMbbUlOmg3FwIO/z5YMQkMWQqCFjmnORK2J9VBoPHMJvf/tbTs/HBTRNo6u3N07Qz8SPKHrt7SeGc1Z2NJ0c4yWTrBx9dSU6xvlKy0Q9Tc65BgmCVx8gXGK22SDn0PSUVMhLPiCjsvAgS4SLfJdRKLWi5AIyy+DQmDy8bPi0xeaw3Pn4Myl9GUsdr9cLr9/PeAqdSd7P+oXfgEqrQfW0Wmzb9BS2b3oKKp12tK+qdVoMWS0IF1G2JGjIYkhcZZk4X//QLaux8u7bC6bVidUbHPrXf3DKKadwdi6usFgsACWJE/Qz0UEw0VokK+c3O/6CA+/vK2k9TybC4TAQo1HJVZciErOzWrMUsNhtUFRN5qx8UiEruZyLsVhsVpBZeJAlkq82Kh1ylRJDJbbS8pUnn4XP68UNo1qlV1nxaYu2MxPNXikTXWHJ9Bmeru2Y9k2xRAJSIYfVai2aBlkYIYtBJBKBpiOj0zhMcy4WArqEVhnF0t/fP+rQH4UtvUmycmQKBSISUcl9UWdDulVcWUEQRf0aLCRWmzUrwXq2lHpANmQ2Q5nFCstCotSoMVhCARlBEOjv6mGchzdKNs/FdPsOKxpK710Ry3BSce488VIh06phMplyOpYNSvuvxjIEQUAk+kpHxjTnYiEoVc+ont4eyPTauG1s6SBSlaPQ69DX15d33flKMBiEmAWTYEIiQTBY+n5FmaBpGha7HUo1d55GcrUKJmtpGZjGMmg2QaXl5yrGYS+y0mlbgiBQM62WcR7eKNk8F9PtW6of77EMDH6VVJwJbL1TKI2yqEnGS/uvxgFiETGqI2Oac5Et0moIStRV3dDTDX2CISwbehNjVw8CgQC2ProZK+afg72v7xktR67Xord/fAdk2SQvTtWvRBLRhAjIfD4fwqBBSqmsjz267wCum78UV05fiOvmL8XRfQeS7qcs8YDMlODSn0veSaZkW7ZSo4bFZimZBSgikQjX3n5LTB7ep6DSanLKb5xu372v78GK+edg66ObEQgERtuRBg1Rics1+gaNozksmZDYHh6XG3ddsiLr/qsq06KviCstS+8NzzGxQ73RuefXTh7Ext3bccbSr8X9m23zzeg8+I7DH+Hcyy7CxtXrRn8bHoYurZuMpml09najLGGFZWK75tKOG1evw7KrLscrjZ/h5vvWgJJSo+XoqirQPo4d+4cDMuYjZKn6lUgshj8Q4KqavGF4BWFu05UP3bIapy9ZjG2H9uL0JYvx0C2rk+6nUKtKzlE+SjAYhMvjjlv0kO5ZlC/Zli0hSRCkpGQWTYjFYugrK/DEO7uwu70Bb7Y34Il3d2V8zmXzXKyZVgtKSuHm+9bglcbPsOyqy0fbMRKOsDKCXkx6BwagycLyIrE9fB4PXHZH1v1XU6ZD30DxVloKAVkCBEGgWB9i6efBS2+EzG63IwiaE+1OurbSV1WgvaerZL6os8Xv90NEMh8hS9VWJEXB6/NyVU3ekI+lg8/jxZpND0GjL8OaTQ/B50neXkqNBmabrST73PAKy3gPMi59xXIpW6pWlowuVCwWs5JrNhOp2jESDkMiLt31euFwGGabBWqdNvPOMcS2h9Vkhi2HPKHa8jL0Dw4U7T4urTd8ASAIomjpk9LOg5fec35E0J+/j0wy0rWVXKWEPxwumS/qbPH5fBBnkXA3VVuRUgpur4eravIGi8UCUp3bR4FMIcfme++Hw2LF5nvvhyxF+iWSIgGxCG63O5+qFoVkASuXfle5lC1VKWG1WlmrA5cUymA8VTtGIpHhoLBEsVgsIJVyiLOQZQDx7VFWUQ5dDnlCpXI5gnSkaPexEJAloVhTg5k0BKU2ZdnT1wu5PruvHKakayuCIMa1Y7/P54OIYv6wStVWlEwKt3f8j5ANmc2Qq3MbIbv/+S04tv8gbjxrGY7tP4j7n9+Scl+ZRjVs81JiWK1WUAkBK5e+YrmUTaoVMJdI2w7bJ3G/ejlVOw6PkJVuQDY0NAR5DgtM4vzGdFqotJqc+q+iTFs0YX/pjmtyhNViwX0rbkZ708m45K2jCUobmyAhSQQCAVAUhVAwiLqRZNdMtVCpEsQO9fWjq6UNoUAQHc2teOBHd2Kguxd18+bgu9csL7npkPbuLpRNTe3nkk1S7GT7JvOWGU1KfrwJ/3fqs9izZ09Rc5NxgcvtzkqgnsqHh5RScHlKb0QnW/qGBqCeWZPTsWcs/RpeadzHaF9KrYDFYsG0adNyOlexMFvMkCYErMn6TK5J7Jneu+lQatQYNBfPjiAbhnMiJx8hY9KG+e4TDodBksxH0PnG4NAQpLrkKyw/3P02/nDPL0BHaBAiAj997GF8a/llANjzwqO0SphMJsyYMSPvsrJFGCFL4O3XdmPpxd8eIwaMClGnz52N05csBkmSOH3JYkyfOztr0WsqUWusgFhCkhjo6hnd57XnX+LkermCpmm093TFOfQnko24l+m+0f1+//pLOH3hAtTX1+d9LXzD7nIMJ1LPE5m8tN3lmTJgGoIqSz1KLlBqFYZMxVsynytGhpYXuQr92VggoNSqMWgpnYAs1ZQlk7bId59wKAxKUroBWa+xP+X9+od7foEpM6bjuU/exZQZ0/GHe37B+vkVOi36jMVZaSkEZAkMDQzgsh9eN0YMOJrsunk42bXf68sq6XUsqcSYsQJiv9eLUDA0us9Ab29JjZA5nU74QiEo0phNsmWEmGy/mmm1qJs7Gw0NDfleCu+wO50ptUzZIFPI4XC5WKgRfwkGg7A57HGWDlyh0WvRV+RceLkwaBpiFJDlKvRnY4GASqPBkLk0VrEOB2TJpyyZtEW++4TDIUiyWPTDN3oG+qFNoT2mIzQeePFpVE6ZhAdefBp0hP13ora8DN3G4tgmCQFZAhXVVXhn+64xYsDRZNdzhpNdS+WyrJJex5JKjBkrIJbK5ZCQktF9qmunlFSam76+PigrdGl1b2wZISbbT0JK8Oknn+KMM87I+1r4hsPFTkBGyWTw+H3j2q3fbDZDqlYVROSsKStDb5G+rHOFpmkMms1QaTIHZLkK/dlYIKBQq+BwOREKhbI+ttBIJJKU9xSTtsh3n3AwBCmZveceH4hEIhgYGoRGr0/6OyEi8Kub7sBQbz9+ddMdIETs66q1+uGVlsVACMgSuPjKy/HZu/8ek7x11fo1+PTt99DRNJzsOhgMpkx6nYlUYsxYAXEoGET1tNrRfa798aqSCsi6e3ugrEi/wjK2Hfa+vgeBQADXzF6Muy5dMcbUj6kQOLrfDxZ9E4aWFjz66KNcXF5RsdhtkCvzT5QtEolAyWXjetrSZDJBPpKChUuzUwBQl2kxaDGVVIDr8XgQIWhQMmnc9mRtlavQn40FAiKRCJRKURIrLUmSRCSUvA+kSw4ebXNDYxN2Pv4MVi44P2l7Gbt6EPAH8MKjm3Hd/HOw9409cfuEQyFQVGkGZFarFSIpNbxqOQk/fexh9LZ34NbzLkFPWztAEKzfy3KVEm6/Dx5P4Vegl+64JgdEIhFodDpsSpK8desjm1lL3ppKfJhOQPzFex+W1IPe0NUJ3SmVafeJbYfY9r7jwuUACOw4/FFcolgm7R9b5tFPP49Lwj0eCIfDcHnckLHk7SZVKuBwOKDT6Vgpj2/0Dxgh0w2P/jBJ3pwPEpIEqZDDYrGgsjJ93+cLVqsVsiTTuanaKpf2YktsLVWrYLVaed+2wwFZ8pG8dMnBAcS1+advv5e03TauXodlV18+euynb78XJ/ovZQ3Z0NAQ5GWpR2u/tfwyfGv5ZZwmVycIAooyDYaGhnDKKaewUiZTijJCRhCEjiCIVwmCaCII4gRBEOcQBKEnCOI9giBaRv7LjYFVGsLhMEQjUxtcGiPmgkgsLpmALCro11czf3CyYeqXSFlVJdo6O3I6lq84nU5QcjlrJsGlnhQ7E119vdBWDk9/FOKelpdpMVBEp+9ssVgsoJJkMeDb8w8AKJWiJGxFSJLM6EOWrH2z1cmm2i8UCkFaoiNkxoEBSBkkFee6f0q1agwODrJaJhOKNWX5OIB3aZqeC2AhgBMA7gPwb5qmZwH498i/C0ooFAIx8qLj0hgxFwixuCT0E8Cw0WQQNBRZuKOzYeqXiL6matw59ttsNlAsZj4gS2QaKFe6+nqhLR8OyApxT8vLNCWVR9VssYzxIAP49/wDALlGhUET/1dakiSJcDj9szpZ+2ark021XzhYugFZT38fNPrMYzFc90+lXoveIvhYFjwgIwhCA+CbAJ4DAJqmAzRN2wAsB7B1ZLetAK4qdN1CoRBE4uEmyUf3wIVWRSQmSiYg6+3thbIiuSgzFalM/fa+sQcBfyCntlSolAiCLpmUK0ywWCyQavLXj0VRaFQl4++ULR6PB3aXczQFC5dmp1F0VRXo6OlmvVyuMA4NQZlkhSUbbcX2c1Cl08JoKvyoRbaQJIlwCg1ZlGTtm61ONtV+pTxC1m3sg66iPO0+xq4eBAIBbH10M1bMPwd7X9/D+r2srdCjy9jLaplMKIaGrA7AEIC/EgSxEMAXAO4GUE3TdD8A0DTdTxBEVaErNpy0ebhJ8tE9cKFVIcRiBEokEXRHVyeUldnNOKdq73y1AsoKPXp6elBWVvAZcE4wWcygcszLmAyVTgvjycI/eApBf38/lBVloyt92dIypUNfVYEvP/kCNE2XRGaNAdMg1AtmjtnORlux/RxUadXoMDXlVadCIBKJICJECIfDKVf3pmrfbHWyyYiEQpBS0pS/85VQKIQB0xDm6XVp99u4eh2WXZVaQ8cGunI9Wvo+K/h9XIwpSwmAswA8TdP0mQDcyGJ6kiCI2wiCOEgQxEG20xsEAgGIWfBv4WJ+W0xK4PP78i6nELR2dkBfw47wNt+2VFaVoaOrk5W68IGBoUGodNmnFUmFWqfFQAmamTKhp7cXsgwPd7aRq5QIRMKw2+0FPW+uDJi5M81l+zmo0mpgsVlKYrU5RZIIB4szoxEJR0rSqd9kMoFSKTPmsCyEvlGmUCBE0AXX1xYjIOsB0EPT9P6Rf7+K4QBtgCCISQAw8t+kY9M0Tf+ZpunFNE0vZnu1TTAYZCUg42J+myRJeP3+vMvhmlAohM6+HpRXV7NSXr5tWVFTjZaOdlbqwgd6BozQsBhkKNQq2F3Okhl9zYa2znboa1JniuACgiCgqipHby//Rx39fj88Ph/kLGoSY2H7OSghSYikVEksQiFJSdEkJnSoNFMnDQwMpF1hGaVQ+kaFXlfwBToFD8homjYC6CYIItqK3wbQCOBNAKtGtq0CsLvQdfP7/aNTlvkQ56+VhwYqFglJwlcCAZnRaIRUo0rpI5MtuWhZYrUrG36yFscaG0tGf5eOSCSCQdMQ1CxaVIhEIsg0KphKQCydDTRNo7WzA+U17HwYZIOyUo/2Eljda7VaIVOrOJuS4UKHWyoJ3CmSQpiFZ04mHV6y3+lwGBIW3mOFpq+/D3L98Ghtuuvmol8l2y4r06C/wEbPxVpluRrAdoIgjgBYBOBhAI8CuIggiBYAF438u6D4fD6IWQgkonP8r508CIqisOzqy/PK4wYApFQKt7fwRnXZ0t3dDUUGQ9hsiG3Ljbu3M9IKxOZ5O+/y7+Ldv7+Fvr7SWfmWCqvVCrFMylqwG0WmVYPt6f9iY7Va4YukT93FFRWTqnGy3VDw82YL2wtEEsnl3o2SKldjqVhfUBIJKwFZpryWyX6PlOgIWWdfL3Qji8HSXTcX/SrZdk2FHt197JpHZ6IoARlN0w0j044LaJq+iqZpK03TZpqmv03T9KyR/xb8rvP7/axMWcbC1nw3SZHwloCGrKW9DTqW9GO5ktjmg/1GdHV1FbVObDA8pM++3mf4S7DwS7y5pLOzE+rqiqII6/XVleg29vF+GthsNoNScxeQ5UOq56ZUo4KpBHJaUhQ7I2SZ3h/Jfi9FDRlN0+js60FZ5bDEgCudWKpyk20vqyxHZ+8ECMj4is/nA8FyQMbWfDcllcLj9bJaN7ahaRonO9pROWVSUeuR2Oa1M6fjZAf/Rywy0W/sh1zPnqA/SlllOToK/ODhmpOGNmgnFefDQEKSkOm16O7mt/3FoNkEhabwI4hMSPXcVOs06C8F6wtJZusLJmR6fyT7nQ5HSm7K0uVywRcMQj6ygpwrnViqcpNtV5fpMGi1FPTDSgjIYnB53CBT5HS7etbZuG7+Ulwz62zGWjA2/VIomRTuIuTWyga73Q5P0A+lJnPuwNjfkuWuzIdEjcE9j/0WLR2GkjWINRgMWLJkCS65+BL8+cHf5dQ+6do74POjq5//InSm0DSNE20nUVU7uWh1UFWXo83A748Ao4m7FZZx58nBj2zV+jXY+fgzWDFvKXY+/gxWrV8DAFBqNRgsgVXBJEnC2N2btw9bJr1Ust8j4VDJBWRGoxHKct3oiDYbOrFk7+xU5a7dsgF739iD6+afgxce3YyAP4Ch3n7IdYV17BcCshhcbveYJLvRueUZ82bj9CWLMX3ubMZasKhfyiuNn+Hm+9aAklI5+6VQMhnvA7LOzk6oYqaJ0ukAYn9z2exw2R156+yiJGoM6ubPRQA0zCUw1ZGM+vp6XHvttfjZ/b/AuZd8J6f2SdfeT65/EN5AYNwkGbdarXD4vIwcv7miatoUHG8pfrqhdAyaTVAlMYVlm0w6qGRsfWQzVt59O3ad2IeVd9+OrY9sBgCotVoMms28/7giJRI8+8CGrK87kUx6qWS/R0pwhKyvvx8y/VcfB2zoxJK9s1OVWzOtFhRFYdV9a7Cr8TMsu/pybFy9DnK9DsYCCvuFgCwGh9sFqVwWty06t9zR1II1mx5CR3ML4zltNufBJaQEoUgYwWAw5zK4prXdAE2MzUC66+cid2U6VNXlJasja2howKpVq+ANB3H1bTfl1D7p2rv9RDOUlWUlYdXAhLa2NqgnVRbVmLVyUg06+3vh8/FT9xkOh2Fz2Auy6CGX52CqYyiZFBGChofnH6ckSaKnrb0o+UBLccqys6cLmiyzu6Qi13d2sj6nKtehs4CZN4SALAaHywmZXB63LTq3PH3uLGy+935MnzOL8Zw2m/PgBEGAksvgdrtzLoNrmtpa4/Rj6a6fi9yV6dDWVOKkoY31cgvBokWLsHHjRlAaFd5+6ZWc2idTe8vLdegeJzqy4yebUF5bXB2jWCKBqrocBp5OW9psNpAKeUoneTbJ5TmY7hiZRs37lZakWIIpddOLkg+UjqTOEMBXOnp7oa9ixzMw13d2sj5XVllRUH2tEJDF4HC6IFPI4+agO5pb8cKjm9F6tBFHPvscHU0n8enb72HV+jUZ9QFxfmSv70EgEGCsRUumuyBlUt4GZG63G0N2K3QV5aN1bzt+Als3bB6jAwFS566MnddnMxde1ZRJaDK05HuZRWHHjh34+9//jk33/SqtnoKpd0+y9tZXV6GtBLyzMhEOh3G85SQmTZ9a7KpAV1uDxmZ+pvqJepAxJdd70djVg4A/gBce3Yzr5p+DvW+k19GOPjsam7Dz8WdQv+D8MX2eUilgtVoZ170YSCRi3Piz1ZznTk0GHY6UVEDm8/lg6GjHg7esZuVZH33WtZ84iWP7D6Kj6eTo+5fp+zr699JVVqDX2Few7BClNa7JMU6XE1KFHA/+6L9x7mUXIUJHoCsvh81kxvlXXIxP335vNIdYNMdiujxtsTnHovt/vOcfo2VG57WT5jRLkgfuuv+6mbcB2bB+rBwikWi07ontt/WRzaPXyiRXHpu58DT6Mtjcbtjtdmi13AuZ2aSurg6r1/4UorpqTKmbnnK/dO2Vqb19Hg8+//BzRCIRiESl+53W1dUFkUoGmYIb9/lsmDR9Ghre/hDfv+pq3uW1tFqtoNTM2yjXe3Hj6nVYdjXzvIOJ54l95kah1ApY+B6QiSXQV1Vynjs1GaV2Dw8MDOCfb+3BxTeswMMsPOuTPeuY5ERO9YwUK2QwmUyoquI+vXbp/NU4JhgMwhfwg5JKGc1BZ6uLyHZeO1n5EpkULpeL1etmi1aDAerqeA+ZXHR3sbCpwSMIAuqaCnR2ll5ey0gkAkNXJyom16TdL5/2kikUgIwseYPYxqYT0E0t7nRlFE2ZDj4igv5+/nm8mcwmSLMIyHLtW7k+J9Ptr9CoMWjmdz8Vi8RAkRYe0BG6pAKyvr4+DPYZOdXb5fNsVOh1BbuHS+evxjEulwuUQg6CIBjNQWeri8h2XjtZ+RKFDHae5nGLtRnIR3cXC9teNNpJlTjZ1ppXGcVgYGAAIrkUUpks7X75tpeyUl+SAWsUmqZx6NhRTK47pdhVGUU3dRIam04UuxpjGLSYR+1pmJBr38r1OZluf5VWgyGea8gIgihaEnSaLq0Rss7eHkypO4VTvV0+z0ZFReH0tRn/agRBVBME8RxBEO+M/Hs+QRC3cl+1wuJwOEAphwX9yeagEzUA2fqkMCkz2f6x5cuVClhs/Buq93g86DcPoWxElJnttaYiHy+aZFTVTkFja+npyDo7O6GoymzhkG976SZVoaUEUv6kYmhoCDa/e9Ttmw9MrjsFXxw9XOxqjGHIYoZSw9zyIte+letzMt3+So0ag2Z+514Vi0WgI8IIGRM6e7tx56O/4lRvl8+zsZDCfiYashcA/BXA/4z8+ySAlwE8x1GdCo7BYMBVV12FxhONmLl1O9Zu2TA6l2zs6sHG1etgONGMjavXYe2WDaiZVstIAxULG/uHAkGYu/nnpfXRRx9h14vb8dSGTaibNyeu/WKJCnYNJ5pH94vVk8S2dbpyEstMPCZaZuJv9z7xKKwuBxwOBzRZvIyKTVNbC8oZZD/Ito8lUj11Co6/9QFomuad5okJxxqPQ3fKFF7VvXxSNY7ZPoLFYoFez86yfjYwWS04Rct8hKxmWu3w/ZjkWRgl1b3I9nNSoVbB5rDzWiuVrA+me1alIpdjSolQKIT+oUEsu2IZa3q7TP0w9vfamTMAGugxtKd+fzQ2o7KqEpde+B3MnDmTlTqmgklvrqBp+hUAEQCgaToEIP+cEDyivr4e559/PtY/vTmtgSkbpqX5oNCoYLHbinb+VKy+6y4s/Oa5Gdsol0S5mWBqPnvuZRdh0133QT2pEu3t7fldcAGhaRpNba2oKkA6KqVGDW8kxHtLgVQcOPwlpsycXuxqxCESiaCdNhnHG48XuyqjBAIBeHw+SBMsfjLBxf2bC2KxGBKZFA6eyjei0IgfIWP7+ZbuvHz6KEnH4OAgpBoVxCz6pmXTT9OZko/ud+QjnHraPFx33XWs1TEVTAIyN0EQ5cBw7yIIYikAO6e1KjANDQ1YduGF0JTr8hbvc4lSreLl6iJDWxuW//jGjG2US6LcjOdmaD4b/U03uQrNJaQjGxgYQEhCFMTAkyAIqKoreOudlQ6z2YwBmyXjwodiMPnU6fi84ctiV2MUu90OqUqR9Uubi/s3V6QqBa8DMhFBjMkmwPbzbTxgNBoh17O76j2bfprOlDx2v3Mv+Q6OHj3Kaj2TwSQg+ymANwHMJAjiEwAvAljNaa0KzKJFi7Dr1V0gKTJv8T6XUDIZfKEA/H5/0eqQiMvlQkV1FT57598Z2yiXRLmZYGo+G/2teuoUHG9p4n3qlShtbW3QTK4u2PnKa2twouVkwc7HFoePHkHZjFpejgxU1U5Gj2mQNyOPdrsdUqUy6+O4uH9zhVTIYbfzd1wgHIlARMS/Xtl+vqWCwNhgkK909fRAqdexWmY2/TSdKXnsfocPfsH5dCXAICCjafoQgG8BOBfA/wNwGk3TR7iuWCHZsGEDdr/+Bu65YmVKA9OVC87HzsefgaGxKavk4mwZmwLDIxhytZpXpojt7e34/v/7ET5751/DBrhv7EHAn9yAL1FYmWiuu2r9mozCy8Q2jT0m8dyr1q8ZkzDW7XTB6ffxqg3TcexkEyAmWOtHqfpkdPu9y2/AfT//OVpbS2cUkaZp7P/yEKacOmN0G9v3Xj6IRCKUTZ+Co8e4/8Jmgt1uB6lMv2I3GbkkuuYKUiWHzWbjrPx86evrx2P3/hLLZyzClTMW4a5LVrD2fMtkLk6IRCUTkHX0dUNXVQ4g8z3L5J42dvUgEAhg66ObsWL+Odj7+lgjYiam5In7nTh0GDfd+iMOWiAeItMfjiCIa5JstgM4StN04dKgJ2Hx4sX0wYMH8y5nyZIlkKqVuGPTg/jny68lNSNMNJZLtk8iuRyTiQN7/o36Cy7BvHnz8iqHLV594zV0wIM5Zy4AkN01s92myX4DMGbbyjv/C98781wsXryYxZZgn1AohHUP/i/e3P0mzr/8u6z0o1TtF7v9yZ/eD4fRhEOHDrF8RdwwMDCA3/3lKXzrxu+PjpBxce/lw2BPH4YOHMd9a+4tWh2i/Pv997FvoB0Lzv1asauSM81fHsEssRbLv/e9YlclKbPnzMGgxYTv3fwDAMC721+FvqqCledbrLl4omE5ALz/15fxm5/9AsocRkELCU3T+Nmv78fSH1wJqUyW8Z5lck9zdd87bXY0v/MfPHDf/2TeOQMEQXxB03TSlw+TKctbATwL4IaR//0Fw9OYnxAE8cO8a8cDGhoasGDJYqh0mpTz9HyZ/yfVCt5MfQDA8ZMnUT11yui/s7nmQmjGkm0rm1yNphKwv+jq6gKpU6Oj6SRr/ShV+8Vu/8Y138OxY8fYugzOaTjcAH3d1LjpSr5pbyqnTMKQy46BgYGi1gMALHYbFGp+v6wzIVcpYbbzd5S73WCA02rH8ltvxPJbb4TNZGbt+ZbJcFskEhXNAy0brFYraFI86q/IhkaRq/tepdXA7nbB6/WyUl4qmARkEQDzaJr+Pk3T3wcwH4AfwBIAxVtyyCLz589H45FjaefpCzX/nwmFRoUBEz9cqq1WK+xeF7TlXy3nz+aaC6EZS6kja23m/bD+ieYmaKfUsNqPUpUVu73xiy8xacpkti6DU2iaxqdfHsTU2afGbeeT9hMYlhvo66biEA/E/RabFXJl8VNL5YNCpeKlJ2OUU6ZPh6ZMh93PbcPu57ZBV1HO2vMtk+E2IRIhHOa/EcLAwAAUZV8J+tnQKHJ13xMEAYVey/kHFZOAbDpN07G1GAQwm6ZpC4AgN9UqLA8++CBOHm9MO7efTB+RbE47dlsgEMDe1/ewqqlQl+nQP1TUmeJRDAYD1JOq4kYmstGR5KI5SXdMst+SbVNpNQiJCAwO8qMdU3G4qRGTpteyqs1JVVbs9qOffY5vX3Ep51+DbNDZ2QkvEUFZZXnc9kLqmZgybc6p+OzQwaJ/CLQZDPj96nW80NflilypgN3pLHY1UvKT/74TCo0K2zc9hW2bnoJKq4nrg6n0UOneM4aRhOuGxua0htuEWIRQKFTQ682FfmM/ZGVfeeFlq1GM1SDfdckK3HXpirRJ6TORSaMm02lgNBrzu+gMMNGQ/RHANAC7RjZ9H0APgJ8BeIum6Qs4rWEa2NKQ/eOf/8QhWy9OX3J2Vscx1SyxqV1x2R1o3LMXD63/JWtl5sq2nTtgUosw83R+6Nmy4dC/P8JFc8/EueeeW+yqJMVqteLBxzfhgptXFGXl4P633sP13/wuzjjjjIKfOxt2vf5/aKc9mHf2wmJXhREfvfwm7lhxA2bMmJF5Z46YPLUWF15/Fa768Q95oa/LhXAohA+efxmbf/MoL1fWPvfSVgQm61B7avK/M5da209e+TvuvvEWTJrEj5yuqdj6t21wlMsxfe6snI6PbZc7LrwKAI2n39+dc5/O1M4th4/hlIgc37/q6pzqGyVfDdmdGHbqXzTyv88B0DRNu4sZjLFJ39AANGXZe6Ew1SyxiUKtgsPtQiAQYLXcbKFpGo2t8fqxUqJi6iQ0tvLX3qG5uRna2uqivWz00ybj6InGopybKcFgEAeONOCUOadm3pknVJ46HZ8f+qJo5w+HwxjoN+LKW27gjb4uF8QSCUQSMTweT7GrkhR/IAAxmdrslEutrUgiRjDI/8mrnv4+6Cpyz14R2y42kxnWFH5iuZSXrAxtuR5dfb0515cJTGwvaABtGJ6evBrAtwHwL1tuHvQZ+6HRZ84VmAhTzRKbiEQiyLVqmEzFzeU2ODiIoGhY7FiKVE+dgqa2Vt5qLRoaj6FqxtSinX/KjFNw+MRxXouDm5qaQOo1UKhKR6B+ytxTcfBoQ9E+qDweD6pqqvHOtl280dflCimXw+VyFbsaSfH7/ZCkcZ/nUmsrkkiK/sGeiVAohCGrBeoyXc5lxLaLrqIcZSn8xHIpL1kZ2go9egeMnEoOUgZkBEHMJgjifwmCOAHgSQDdGJ7ivICm6Sc5q1GBCYfDwx1DFz9CxsTzJHZOO+oRk88cdjKS1UOmVWNoqLjC/ra2NqhqKjjxe0rnlXXXpSvivH1yPZ9ULodYJUNvL7dfPLng9/txsmM4vdPa5Tdk9B3iAoVaBSik6Orq4vxcufLZFwdQM7uu2NXIiLGrB3ddsgJXzliElaefixeffR7//Oc/i1IXt9uNK2+4PqlWJ/a+u+vSFbjrkhW81pmRcilvR8h6e3vx29vWpGw/LrW2YlLCK/PwZJjNZlAqJcRiMeNjju47gOvmL8WV0xfiuvlL8b1bbvjKT0yrgUqnzUkzGu33md7dUpkMERE4zRCRboSsCcOjYd+jafp8mqa3YJzlsASGOwaplI/JpcUkh1g0YelrJw+Coigsu/py7DzyMVbefTvq5s/Fxt3b804Em6weUp0axiIvn29sPYmKqZM4yV+XqsyNq9fBZbPjhnvvxI333gmX3ZHX+dSTqtBmaMu7vmzT0tICRZUej997P8697CLMmDcbpy9ZjOlzZxc0n6pu2mQc41EOxlicTidOtLeilme5K5OxcfU6uOwO3Hjvnbjh3jsRCASx+q7iJDtxu92onDJ59LkV+4ximuOPL0hkUrjd7mJXIyk7XnwJ51x8Ycr2i313ZHpPZLMvAIgpEj6fj5Xr4IrBwUHIdcyT2wPAQ7esxulLFmPbob04fcliPLX+wdF2eeLdXXjinV2M2yiWaL9n8u5WlOk4HQxJF5B9H4ARwAcEQfyFIIhvA+CfejJPBgcH45beRsl23p4r7VjSfIzlenQb+1gpPxfC4fBwwuvayZxcdzqvLKvJnLW3TyoqayfhOA/TBDUcO4by6VMY+w5xxZSZ0/HFsSNFXxWYjIbDh6GdNhkSkix2VTJiONEMW0y/dVpt6O7qLkrqH4/HA7E0eZsxzfHHF8Q8DsgG+o24fNUPitJ+BEXyfoX04NAgpNrsAjKfx4s1mx6CRl+GNZsegs/DzjVm8w6T6lScrs5PGZDRNP06TdPXA5gLYC+AewBUEwTxNEEQ3+WsRgWmz9gPmW6sDirbeXuutGPJytVW6NHNsbgwHX19fRArZZApFJxcdzqvrLKK8qy9fVJROWUyDF2dvBLAhkIhHG46jil10xn7DnGFrkIPR9DHCzPTWGiaxicH92Pq3NIQ89fNmwNdTL8tqyxHzbRaNBxuKHhdPB4PxDJp0t+Y5vjjC2KKhJuHU5bBYBAVVVX4x45Xi9J+lIyCi6eBapTeASPUWeawlCnk2Hzv/XBYrNh87/2QKeSs1CWbd5hSp0H/IHfPQyaifjdN09tpmr4CQC2ABgD3cVajAtPV1wtt5fBKj2w8xNLlHGPT9yiVj5bN7SzasHSboQ2qSVUp65cv6byyVDptSm+fbCEpElK9hlc6KYPBAIlWCblSMdoO7SdOpvUd4gqCIFB2yhQcO86vaUuj0QiT24nKKamX9fMpl2X0nt226Sls3/QUVDotVv/uAXxy8POCjz66PR6IqeQjZGu3bMDe1/dgxfxzYDIOwmG14fozzhvN4Rv1espW08jV34KSSeHkoajf7Xbj8uu/P5rfl+k9y1Y7SeVy2F3c6ZzYoG9wAJqYgIzJtd///BYc+ewAbjxrGQ5+8BHKa6pZ6UvZ5KtW63XoHeTOiyz1MpAkjJjB/mnkf+OCrt4ezF04nMU9Opf8253PjvqQvHYyuc9Z4r5bH9nMiZdPVD+QiKJMC6PRiOnTp7N+zkwcbzmJypk1AFLXLx9SlVkzrRZPvLMryRG5o5lUida2NsycOZPVcnPl8LGj0E8f1i5w0bbZMuXUGTjw2Zf4zre/XdR6xPLFl4dQPnNaWkuQxPtz4+p1RWvLmmm1eOLd+H5L0zT+c/J19PX1YcqUwlnHOF0uUClGyGqm1YKSUrj5vjWjXkw7H38GK+++Pc7raca82aO5FKP6qHRty9XfQiqXwWXn30jQsE5vUtbXyFY7yRRy2IeKuwo/HZFIBANDg5it041uY3LtZyz9GqbPOTXOK4yNvhR9zib6kCUrW1NWBsPg53mdLx1MfMjGLR6PBw6Pe9S6ges8jGwi1+vQ399f0HMCw1NqbV0dqJzMb9NBplTU8sePLBwO44vjRzA1hZlkMSivqYLJ5Sj6qt4okUgEnx46iGkZpiuLfX9mgiAIlM+choMFTuDu9nohTRGQAWPbzefxjvF6ylbTyNXfgpJScHv5N2XpcrlAylO3cSrYaieZUgGro/D6RKY4HA6IpBTImJFaptfO5X3NpGy5UgGP38fZ7NSEDsiMRiMU5brRL22u8zCyibqiDJ29hZ+G6enpAaVVpfzKLjUqJ9Wgs7+XF8vEOzo6AIUUSk12YlcuIQgCulMm4+hxfiQbb2trQ0ROQpPBv6jY9ycTps+bjX2HvyioF57H5wEpTX3vJrabTCEf4/WUraaRq78FJZXCw0PxusPhAKnMXt/EVjspVCpY7bacji0EZrMZ8gRBP9Nr5/K+ZlI2QRCQa9Qwm82snTeWCR2Q9fX1Qab/aoVlJj0UF3kqE+fOj+47wEhHUFZVgc7e7pzOmQ+GdgPUNRVJf4v1ibl27hLcceHyrPUQubZHroglEigqynihIzt89Cj0Scxg4/zXRtq2kJ5kU06dgQOHi58UGwAOfHkIlaeeknE/PuayTESl1QAKKdraCme94vZ64kYmEklst/uf3zLG6ylbTSNXfwtSSsHDwxEyq90GMoPgPJlmKlU7Zastkynk8Hi9vFqsFIvZbAaliTdzXrV+DXY+/gxWzFuKnY8/g1Xr1yQ9lu2+FPdO9wew943M73SpRsVZQJaVhmy80d7dCV1MUuJMmp1sNGZMSSzzoVtWY+Xdt2fUEejK9WgYGkQwGARZwKX/ja0tqJg1OelvUZ+YNZsewm3fugID3b3YceSjrOb6c22PfFDXVKDNYMCsWbnlVGODcDiMz49+iYXLLxrzW6z/2jvbdsHr9mDyrDpG+h02qJhcg2P2j2EymVBRkTwYLwSBQABfNh7F16+/IuO+fNDfMaFi5jQcbPgSs2fPLsj5vD4fytKMkCVrN7Y0OmxDUhS8PBjZTmTIbIZSo0q7TyrNVLJ2ylZbRhAEKKUCdru9qPdrKgZNQ5AltM/WRzaPahXTabLZ7ku5vNMptQJmi4W1OsQyoUfIDN3d0FdXMt+/AJ5bsZqNdOcQSySQFyD7fCyhUAiG7s6U+rFYnxif14tQMJh1W+XaHvlQMaUGJ9paWC83G6LTlclSUcX6r9nNFvi93oJ6khEEgbLpU3Dk2FHOz5WO5uZmUOU6yBSKotaDTabNnokvG48WLNWNz++HJM0IWSlBUhS8PDRAHTCbMqaU41qvLNOoYLVas657ITCahqDWxnt/Fkvzmct5lVoNBkzcaGonbEDm9XphcdqyyqVVCM+tWM1GpnPIy3UFTf3T19cHSqMCKaWS/h7rEyOTyyEhyazbKp/2yJWKmmp09fUWNf/bl0cPJ52uBOL917Tlekjl8oJ7kk05dQY+byisAD2Rg4e/RNXMaUWtA9vIFApQ5Vq0tBTmg8Dn96WdsiwlJBQJf8DPO+PiQfMQVLqxZuOxcK1XptRKWDgaxcmXQdMQlAkBa7E0n7mcV6XVwDjEjTnshA3I+vr6oKrQQyRi3gRszF9n8i+L1WxkOoemqhwdPYXTkXV0dkJZXZ7y9/uf34Jj+w/ixrOWwetyIxQMYsX8c7D39T1YtX4NI21YYhvf+cj/MtIWJIOp9kJCkpCXa4uS19JgMODrX/86Vl57Hf78q0dS5kyN+q+ZjQMIBYM5e5Ll6nVUMbkGg0570VZb+v1+HDvZjNqZ/FmByhaVddNw6MjhgpzL7/cXJLtBLv0s22NEIhFEYjGvtFJerxdev3+MaWk+vpW5vHfkGhUGeLIyOhaapjFkMQ8HNUk02Zm8wHJ9fqU6Li4f9et7EAgEcM2Iz95Vp5416rcX9eC7ZvZiPPqTtTjZys0HFMG3r4tsWLx4MX3wYG4arg/2foBPe1uw4Pylo9uunL6AraqlYQmAawHcCeApAK8C2M/oyDc7jsT92zpkRtfeA/jl2p+zXMfkPPviC/BP1mLarPSeXYl+Lp++/R4AxG2L9TeK7pNMG5CsLKYagmyOPfLxPpw7ZRYuWHYBo7LZYsmSJVi2bBnCZQqYHfasri8X8mnPwx/tw9LJM/GdCwvvSXb06FHs/PAfWPq9cZMkZBS/14vPdryJR3/5a071oJFIBHf/8j5cdNsNaT3c2CCXfpbLMR/89RU8uPY+qFTpNVuFoqurC0/v2o5zr708bns+910u9HV0IdTShzt/fBtn58gFh8OBXz/2O1xw83WM3hOJ7ZRrOzI5LrrPx2/9A7qKchzddwBnLP0abCYzbCYLABpPv78bb23diXdffBndHZ053a8EQXxB0/TiZL9N2BGytq5O6LLQj7FHA4aDMcXIfxtyLklbXgaT3VqQvGU0TaOlw8DIfyzZvHyu2rB8tAXZHKufVIPmIiQab2howGkLF6B6zsyCaCfyac8pp87A/oZDRZkiajh2FJUppnRLHalcDqley/lqy0AgALFYzHkwBuTWz3I5RiTh1wjZ4OAgZEmSZhdaI6XVl6FvoHD6YqbYbLZRQT+T90RiO+XajkyOG80d3Dzss+f3+kb99qIefFK5HFesWgnTwCBsNlve7ZHIhFxlSdM02ro6sPDM+BVtiSNQXLB2+Wyce9kvYyL12di4O7fzikQiKCvK0Nvbi1NP5Tavn8lkQlgsglyZWVAdnZePXmN0Xj52W1QblrgP07KYkM2xFZOqcOA/B0DTdEFeWFEWLlyI51/4K255+H8Kop3Ipz3La6pwzOPCwMAAampqOKxlPKFQCEeaT+Dr11+eeecSRX/KZBw+fgxz587l7BzBYBAiiZiz8mPJpZ/lcoyYJIuq/Uykt78f8rLUuZFzue9yQaFWwe33we12Q6lUZj6gQFitVpAj7xAm74nEdsq1HZkcN5o7eM6wz55ULhv124uOkEW1ZtW1k2GxWFBZye6gzoQcIbPZbPBHwlCoCz/MzbaPiqKyDN0F0JH19PRAOZLzMxPJrjGdv1G6dsinvbI5VqZQgKYkBddIPfzwwzjZ3Ixbz7u4IH5Z+bQnQRDQz5iCI0e5/3CJpaOjAxKtclytrkykduYMfNl4FJFIhLNzBINBiAtkkZNLP8vlGL6NkLX3dKGsaqzVRKF98QiCgLJcV9BV+EwwWyyg1MP3MZP3RGI75dqOTI6L7tPRNOyzFwwGR/32oh580eNX/OS/OBkhm5AasqNHj2LXx//C1NPnYOPqdTCcaEbdvDmjf6TEbTXTakePNXb1YOPqdWhrbAJJkggFg6ibP3fMfkyIlpXN+RPpbjVA0m3BbTffknU7ZMP/vfE62uHGnDMXpKx7ttfPNw7+cy+Wn30+zjrrrIKd82+vvAyjLIxZC08v2DnzwTI4hI4PDuB/f7auYCOJf9/zFho9Jsz/euH+LrmQeE+sWr8GWx/ZzPge+Wjnbtx1w49QW8vNfWQ0GvHYi8/i/OuvzL8sntz/+954Fz++cgVmzCjuYg+DwYD6+np88cUXmHHaXPz8yd8V7Xk4+o463oTZs2bhrbfeQl1dXVHqksjOV3fBKI9AqVFn7D+59jFjVw8evu0edDS3gABwytxZ+MWfHhs91tjVg4f/3z3obGoBDWD6nFn4xZ8fS3v+2roZAAH0tLWjbt4cXHXbKnxj+jxccVn2o/bpNGQTcsqyo6sTyip9UsM9AGlN+KLHROhIVgl2k5HL+RMpr6nGoU8OcT7VZujuRMXXTktb91Iw4kyHulKPzu7uggVkwWAQXzYew9euK52puLLKChwN+dDf34/Jk5MbBLNNQ+NxnLLsawU5Vz7ka2qsmVKN5paTnAVkwWAQInHyKcvsFzT9F4CbANyJk4efwm3ffABMFyflQio5iUgi5sWUZX19PS655BKcc+l3YA94i/o8jPbD2x5Yj893von6+nrs38/d3yYbBi0mKOefgo3/nfn9kes7ZuPqdXDZHbjx3jsBAO9u3xV3bKzR9vDvr2Y8/x0XXgWAxo7Dw0bnL2/5M+b8zy/zb5AEJuSU5cmOdlTUVOclKsw2wW4ycjl/IgqVEiERwannTCgUQt/AAHQVX01Z8j15cy7oq6vQ1t1RsPO1traC1GsY6fL4wvC05VQcLtC0pc1mg9XjjMuowVfyNTWuPqUWR5tPcFa/4SlLtr7BG8DW4qR8EInFCIVCRTl3LA0NDfjud78L7ZTqoj8Po/1w8oxpmD5nFhoaGopWl0SGzGaoNJqsRPa5CPhtI0bay2+9EVaTOe7YWKPt5bfeCFvC78nOHyvqv/ym69Hb1oEhsyn3hkjBhBshCwaD6OnvQ93F5+YlKsw2wW4ycjl/MlSVenR3d6O8nJuX1sDAAKRaVZx/UaFFqoWgrLIcR41GhEIhSCTc3xoHGxpQWVd6KwdrZ9Xh8/f34ZLvXsz5tGVHRwfUNZUFXWiRK4n3BNOFK1EqJlWj8Z8fIxAIgKKSmy/nQzAYBJFihCzbBU1sLk7KB4InGrJFixbh6T89g9Ov/HbRn4fRfnjZD6/DZ59+ijPOOKNodYklFArB7nJAoVZlJbLPRcBvGTRh93PbAABlFeXQV1Um/D40+ruuohz6JLq/2PPrKsoRK+qfPm82Bs1m1memJoyGLDrH39DQgPLqKjyw/U8Axuq1Mm2LziV3txry0pClmsdOPD8THUrToSM4VaTG1cuXMz5/Nhw8eBB7Du/D5Nl1X7XDzBkADfQY2uPqlYvGjgs9SiodAYC4dq+unQzrkBkBnw8yhRxX3bASf3jgt5g0KbO9Rz4Eg0H84rcPYMnK70EqT5+ImCtybXeapvHRjjew5qYfY8qUKZzWceeru9AnDWHWgtMy75wlma4/2/bJV0MGAJ+9/g5u/d61mDkzvddfLhw7dgy7Pvk3Fl9yAaNrS7cPXzRkX77/MS45bTG+/vWvF/zcsRgMBnxr2TIYjUbUzU/fHly3XWz5VZMn4S9PPY3LLruMtfJzxWw245FntuBbN14zpg1OHt4NIFHnZgBQj+HR10UAdiTZJxkGAFcDiKZ6WwDgtZhjDQCuARD9gDgDwOspzy+hvhyjIVu7ZQOOv/cRfrvul1mvYk2nIZswAdmSJUtw7bXX4qyzzsKGPz+FzuYWTgxGmcK0TCb7mfoHMPj5May765686pSKN958Ey1hB559YANzc709/xjV2J1/xcVp24yr9rUMmnDJDdcCGNYRRL+SLINDuOSGFQCAbZuegkKlxJ8/fAub770fhz/Zj8/378eiRYvyOn8mGhsbse1fb+Gc5Zdwep505NPuRz89gEVlk3HZJZdyWscHf78BMy78+sgXKrtkuv5Cm3kCwJFP9mNpTR2+zYH57pdffok3D32Cs77zzayMMgt5/dly+KN9uLDudJx77rlFrYfD4cCvNj2KC350fcYRk0K2a/OXRzAdClx71TWclJ8Nra2teOHtN7Bk+Vhz58KYsudGqtHjT3b9Havrb876o1QQ9WN4jv+DDz7AK6//Hy7+wbW477qbGR9rONGM3+58dnT+eNumJ/OuD9MymexXVlWBhsEB+P1+SKXSvOuWSEdvN8rOqGNUl+g+2zY9iRf2/RE3L70Ij7zyfNo246p9QQPLb70RALDj8WdgMw/r7GiaHt2+beOT8Hm90OjLsGbTQ7jxrGXo6evlPCA7dOQIKuuKm5cxn3avPXUGDnywH5defAln04kejwcWhw0L9WWclJ/p+rnol5nQ11SjtbMDXORCiJ2yzOZeLuT1ZwshFsPv9xe7Gujo6IBmUhWje6GQ7Vo9dQqO/3s/ruXsDMyxWq2jlheJFMIDlG2k6uEE7mzOEkwYUf+iRYvw5JNP4kTLSXzx4cc5GYxmm/h09mNP510mk/3EYjGU5Tr09fUxu6AsoGkavcZ+6Cr0jOqSi8aOq6TtupGE3Luf24ayinLUzZsTl6h793PbAIKATC6Hw2LF5nvvByWToauf/XaMJRgM4nDTcdTOnM7peTKRT7vrKsvhDAfQ39/PWf16e3uhrMwu32w2ZLr+YiQ8Lq+pQltXByfZEIZF/cMBWTb3ci7Xn+7ZxyYSUgw/D1ZZNrW2QDu5itG+hexX2nI9bB4XJ55Z2WIymyBNEZCVIpRawfpiugkzZWkwGHDdddehoaEBdafPw8+ymLfPdc7/e9MX4u8dXyUNPrrvAB66ZTV8Hi8omRRVUybD2N2TVsORSgc1RtPWYuDEc+bIkSP47mWXwjw0lFI3FsvRfQfwwM13IuD76qt1+tzZSX1eYq+TiVaFyfljy8xFQ3bvExtADNrx0Hr2lzQDw/3w6quvxvHjxzF11swxugQ2tCRM+2uq/Zgef+ST/fha5XR896KLxvzGBv/5z3/wn64mLPzG0oz75jblkUmjkvj73QBuA+AGoATwFoBljM6UzQjA3q27cP9d90Kn0zE+hgnvv/8+9g2244xzvpbWYynbfgCM7UvNh4/FPfu44mTDUcwk1Ljqyvy91XKlra0N31z2LQwODMbpx/K9v1KRrfbx4uuuxk3fvRKLFyedJSsYz297Ed5qFabN5jarTKFoPdqIKQEJrrsmu/FHQUM2wvHjx/Hyh//E1y4vTHLkxIDsuvlLcfqSxViz6SFsvvd+HNt/EK807kt5fCqtQez2qD/KL/70GD7b/gY62ztY9ZxZtGgR9NMm4ye/+xUjvUMq7VauGon4a10OgMDT77/BmfaCpmn8+9kd+N39D3Ay/btkyRLMmjMb8y9fhsfu+SWiCWvZvJ58NSpMjzcbB9D7SQP+56c/y7vOydj+8k6Y1CLUnZY5nVBhNCgqAN8CsBXAKgAfAnAxOjKbgGz/m//ETRdfidmzZ+dQx9TseedtHPeaMO/sRXHb2dA0JZbx10ceK0hAZjjehCo3gfoVKzg/VyrOOussqKsrsPqxh1I+pwt5fyf+/sFrf8f//vJ+3HLjTXmfOx8e2bwJU847M2kmg1LE2N0Db2Mn7rrtjqyOEzRkI3R2d0FRyY0eJcrsx57GnMefGf3396YvBAA03307fB4v1mx6KE6vlI5UWoPY7TaTGTRoTJo+7Dmz+/U3WL2exsZG/Oz2VYz1Dum0W7kQe61WkxkECE61FwRBQK7TwGQycbKCsKGhAed/99uomz939G/H9vXkq1Fhery+ugpH3E4MDQ2xntMNAHqMfaiewSzQKoQG5crpbmw79HNo9H1wWH6OG896m5PzSnUaDAwMsB6Q+fx+kEnsNNjQNBlONOP185dg/rylo3ql2GffyXuye2kxRUKR8FmZBcVccezYMQS/tOE/7yowvGLvqZEPhJM4eXg/XngkcXu+ZCp37O+NLScLZueTDJqmMWQ2Y45OW5Tzc4Faq0UHy6n2JoyGDABaOttRXsNsnj9XTt5zB/7ecXj06zD6/0/ecwdkCjk233v/qF5Jpkhvd5BKaxC7XVdRjrKKcoglYuz7bB/rnjMzZszAl5/uY6x3SKXdypXYay2rKIeuopxz7YVUpYDVauWk7Hnz5uHQl19CQkpG/3ZsX0++GhWmxxMEAd3UGpxoYt/MlKZpDJpM0LA8bceUZBqobO/fXFHq1BgwsZ9T1evzxnkJRmFD01Q3bw5+r9Hg1RP78KP1w6u9Y599XEFSFLw+H2flM2HSlMkAngLgGfnvopFfFqXYni+Zyh37O6lVoqOjg6XzZ4/T6QQkIpBUYXKpFgKFWgWX18PqopIJM2XZ2tqKb3zrmzANmcb4xHDlC5NOQyZTyHH/81twxtLUKWFS6afi/n+M/qNq8iQ89/SfcMkl7FkpPLrp93jm2b+g19DB2IspXR6xTKTzcspGQ5YPRz7Zj/OmzMayb32L9bKfe/45/Prh38LY3ZNSu5MLTDRBTMmmn/Z1dMF7ohNrbr8zp3qnwuVy4f7fP4wLb1k55rdCeGAl3rtA9vdvtoxeV2MTptTW4v1//ZtVPeifX3gekVMqMKVuetLztjU2QSyWIDDygpky4xSQUopRPyq0huyrtmrGpMmTsff994uSr9HlcmH1+p/hk48+RjvLWrFU5OKfZxk0YQ6pK5rWzmAw4Lm/v4qlV+X3bsr2/cL1s+Ljl9/Emh/empVvpaAhw/A8v6amAv/9h4fGzLtzNdc/+7GnWfs6ZFLHY/u/wCJNDS5l0Rvq4cc2ofb8ws3788H7qO3YCUz2i7MWa2aCpmn8ZuPvMG3Z4jjnaDZgs92yKSscCuHDF1/Fb37+P1kbJKajp6cHT+7civNWfC+v+uVKsoCMa6LX9Y0rLsbO3z4Ou8nMqh5089NPQbPwVFROSf7yGNZ/fuXRt/PxP0FXoc9J48jmsy9VXaNt9fLDT8A2ZCpKvsaDBw/izS8+wdcuuaDg584Gh9WGprc/xIPrf1mUrBcHDhzAO8cO4MwLz8+rnGw1ylw/Kw6+8z6uPe/bWc1MpQvIJsyU5bFjx3De5RcnzYvFVV5GNh9ITOpYXlOFlq4O1s4JABabFQqNitUy08GHHJlylRImDqYszWYzbD43yirZD27ZbLdsyhJLJFDVVKK1tTXn8yXD7XaDTJHBgKs+Mvuxp/G96QtHtU/R/18oC4fodWnL9Zi74HTWcxB6vB6Q0tQpmRJz/IWCwbj8fdm0M5fBGPBVWym1Gpxx1qKi5Ws8dOwIqmYUPkNBtmjKdPCJaPT09BTl/MbBAci0+b9HMuWpTLY/l+8TqVaFIRblBRMmIJs+fToOf34wqU6iGH5D2cKkjvrqSnT19rLmYeTz+RCMhEBxsNowFXz4WyjVKpg5CMhaWlqgnsLMPDJb2Gy3bMsqnzYZx5qacj5fMtxuNySy5MEDV30knf6zEESvKxIJ49D+z7Fw4UJWy3d5PaBksrTnj/Xok5AkJxpHNoi2FegI9n3yKedGzsnwer04YWjF5BnTC37uXNBPn4Ijx45m3pEDegeM0LJg8MxEoxz7AcX1+0RVpkPfgJG18iZMQHbtDfVoPPgl6hd+A5++/d5ojkpjVw8CgQC2ProZK+afg72v78Gq9WuwdvkNuGb2YqxdfgOMXfFfFcaunrS/Z9o3m+OjrN2yAZ++/d6Y+scilckAUgyz2Zxl6yTH4XBAqlRkFUCkujam7ZDuOnNpt1xQqFSw2m2sm3MebT6BymnpV25m036xMOkfTMm2rEmnTMXRk42IRCI5nzMRr9cLcYrRHDavlU9Er+sHi76JtpMt+Mtf/sJa2TRNw+3xQipL/XG1dssGqHRabN/0FLZtegrVU6dApdNmbGeu7st05Ubb6sazL0BrUzNeeOEFVs6ZDSdOnIB6clVaoXqhnllMqJ1Vh8+PfMmJ6XAmegeM0OjL0raHsasHd126AstnLMKVMxbhrktWJH3OqbQabNv0JLZtfBIm4wAC/kDcfrEuB6vWr8HOx5/BinlLsfPxZ/C9W25g9e+hLS9DrxCQZUc4HIY3FMDGN7bjtZMHsXH39lFh38bV67DsqsvxSuNnuPm+NaCkFLY+shnnXnYRdhz+COdedhE2rl4XV97G1evS/p5p32yOj1IzrRYbd4+tfyLKijLW3NNdLheoLFeSpbo2pu2Q7jpzabdcIKUUwoggwKIDeDAYRJOhFTVT009vZNN+sTDtH0zItiyFWoUIJWE1U4Tf7wchTv54YvNaU9F89+2sl5mJ2Ou68Se3obaWvesKBAKAaHiKOd35n3hnF3a3N+DN9gY8/f5uPPHOroztzNV9ma7cuLa6479QU1PDyjmz4cDhL1FVNzXtPoV6ZjFBW66Hhw4XfNrS7/fD4XZBqVGnbY+Nq9fBZbPjhnvvxI333gmX3ZH0OffEu7swe8HpuHn9PdjVuA/Lrr48ZbtufWQzVt59O3ad2IeVd9+Op9Y/yOrfQ63TwTg0yNrH6IQIyEwmE0ilPOmXTLI55kzzztnMS+dSfj7I9Fr09LJzw7lcrpSjFKlIdW1stEMh9WWkTAaXiz1/o56eHkh1alBpRiiA7NqPT6gnV6HNYGCtvEAwCAlZPJvEQk1TpkIkESMYDLJWntvtBsmR9ICrvsm0XIlMCrfbzco5meJ2u9HU0TZmxWoifLpvCYJAed1UHCqw3m5oaAhynRoEQaRtj0QNoy2NPiyxnBuONibVf95wtDFuP5/Hy+rfg6RIiOUy1mySJkRAZjQaIS9LbkiXbI6ZzRx3uZSfD2WV5ejs62WlLJfLBYkiteYkGUy803Jth0LqyygFuwFZq6ENqprMKyuzaT8+UTFlEhpb2HvZhMIhiERi1sorNUQiEcLhMGvluVwuUEpufNO46ptMyyXlsoIHZMeOHYNmSk1SX7dY+HbfTp09E/sPH2JVXpCJwcFByHQaAOnbI1HDqEvjYZlYzvYz5ifVf24/Y37cfjKFnPW/h6JMi8HBwbzLASZIQNbX3we5PnlAljjHvGr9mqTbYslGw5Js33w1MOn0WKsvvhYP/erXMLAwWuH2uCGJGSFjoodIdW25tIOxqwd3XbICV85YhOUzFsHjcmPv63sKoh2SSKXwer2slXe8pRlV0ybHbYu259WzzsZ185fimllnIxAIJL1GLnRTbOpbqqZMQktnO0KhUN71Aoa/5mkU35In2zZiq01pmmY1qbrL5YIkw+hsLNlcB1eavsRyU2l7SbmU1Y8nJnzecAg1p04f/Xeq9mLSNvlqkrNBU6ZDWCZBe3t7VsflQ5+xH/Ky4YAsXXskahhVWg3WbtmQtdY4lsT97n9+C+t9VapTwTgwkHc5wATxIXvm+WeBGVVJh5eT+ZQAKLoXVjrS1fmyH16HJ+76BXw2Jw4cOJDXeV7b/QY6CA9mLTw95Xm5bBe282Jmw6F//QdXnnUezjzzzLzLCgaD+PkD/4tv3nxt3Bd1tD0/3vMP6MrLcfADD4DrAbwKoBCeSksAXAvgTgw7eqc/b6Y0QZ/segs/ue5GTJs2Le+avfuPf+Cwsx/zv3ZW3mXlQ7Z9nq175OOX38Q9N/2YNW3U559/jnePH2TsA8UHP0CmdTry6QGcU1OHCy8ojBeY1WrFg5s34lurroVYLE5bNyZkcywbf5emQ0cwLSLD9d9n12cxFX987i8Qz6zB5Bmn5HR8ttfMtQdeIh1NLdCYvVj1gxsZ7T/hfch6B4zQluuT/lZojRcbpKuzTKHA0u9cgCNH8s+x5/bE604K3S7Zes6wiYgiWRsh6+3thUyvGTO9EW3PjqYWrNn0EICjGA6OGlg5b2YaRs6nYOW8yupydHR25l0rACBJEuEQe1N2uVIsnWMkHGY176DFagWlUjDen4/PwFR1UqiVMNu4SXWWjMNHDqNsRu1oMJaubkzIV5OcLafMORUHjx5mVaOYju7+XugqynM+PttrLrT+U1ehR08/Owuaxn1ycZ/PB6fHDaVGnfT36Fx0NPqOzikn28YXMtX58BeHMGvWrLzP4/H5QEk1Gc8bhZ3EuV/xK1TiAYixYt6/RrZMAjAp5/NkkwhaTErgYSkg6+jshKJy7AMp2p7T587C5nvvx6lnnIrzr/glPn17Njbu5j5Z9trls3HuZb+M+fLM77z6mkq0dBjwzW98I++6yWUyhIPFD8gy9fl8909FJBCClEURvtlmhULDPJMCW9fBJqnqpFApYTawM2WUCZqm8dmhL1C75HRGdWNCNsey8XeRKxWgyjVobm7G6aefnvmAPHC5XPAFA5Crcs/iwce+GIu6TIchqwXBYBBkBk1hJsb9CJnJZIJcq07ppZVMp5DoS5bNPHOmOX42NCbJ5s9jdW8fvvkOVv7gB1mXm4jP74eEJEfrbGhsws7Hn8HKBedzqOEyYHgqTYpfow9AN4BfjvzPBGDDmP0AJQACw9154chv2ZH4d7FbrPAH8k8aazAYcMstt+DBW+9M6aXUfuIkju0/iI6mk4zbNba+d12yAnddumL4/1+6AnddsiJr7c/eN/Yg4A9kPC6dT9pj996P//ejW7FkyZK8NYwymQwRFm1HciVbfRRbeqpgIABZGhPXbDHZLFComTul89HrLVWdFGoVzFZLQepgNBph9jgRCoXi7oNV69fg07ffw8oF52Pn48/A0NjEqsdkLvumo/rU6dh/iFnawXwYGBiAQq8DQRA5a+VS6WqT7VsMrzexWAyZVo2hofwd+8e9huzw4cN4ff+HOPviZYzKzHeOPtPxXGkzYsvdsfkZHPrnh2jP86W44YnHMOmchfjtf91dMD3JqK7qrX+g5WgjZHIZzlj6NdhMZpx/xcWj547dr6+jC3KlEpfeuALvbn8V+qqKrOuX+Hd5///exB82/B7fv+rqvK5nyZIlUJVpcdOD67D3jT2c/L3vuPAqADSefn837rhwOQACT7//RlZ/K6b9MtV+0e0qgkSlVIk9e/bklVuwqakJ2//9Nr5+xXdyLqNUCfoD+OSl17Dxwd+yltXh/kd+g/mXL4NKq8m8c4kRDATx8Yv/h00stlcq9rzzNg7b+rF1w+a09wGftHfJCPoD+Gjba/jtfb+EQsF8KjtbPvnkE/y77SjO/Na5nGnl+NDmX7z3IZaffT4jzfGE1pCZzCZQaubDpfnO0bPpYZbzeVfVo7urK+8y/X4/xKSkoHqSG4424q+PPIaWo40AAJ/XhwMffIQfHm9K6svV0dwCn9cLu9mS0bsmHYnX2GvohM+f/whZQ0MD5p21CGVVFZz9vW0m82jOQavJDFsO+QeZ/o0z+aTpJlfjiiuuyDu3oFqtRtDry6uMUsXrdkOn1bEWXIRCIdidjqxGyEoJkiIBsYjzlZaRSAT7vvwC0+bMLFm/wCiklIJ6SjWOHTvG6Xk6e3uhKR9OmcSVVo4Pba7Qa9HDgt3UuA/IjENDUOmYfxXm6xvDpodZruf9cPfbqKiuytvHKBgKQSwWF9RLZ/sZ8/Gj9fdg1hnzAQAyuez/t3fe4XEU5x//jGRVy6puclGzZctyk6vcCx3Ti+mEkpAQqgmEktAChBaTmFDDL6GDAdN7x5gONhh3S1azZfXe+/z+mD37dL5+e0XSfp7Hj6W73dnZ0e7suzPf+b7MWb6Y5yZnWPXlSpmYTnhEBDEJ8Q69a+xheY5jxqfS0eW56DUjI4OdO3bQ0dbmtb937NCEAzkH44YmEOtG/kFn/8aOfNIGRUXw2OOPeZxbMDo6mvamFo/K6Ku0NDUTq+NIVl1dHWFRg3W10Qg0wqOjdDPntEVRUREdIYKYhPg+6xdoTmJ6Kj/8ssmrx9hXWkyspp/11L9Tj229RexQffw/++8dqlFeXeXSML2nc/SO9veFZ8/3H37G8WetpK6uzqMyO7s6CR4U7FM9ielYhbtyVB06O63qq8y36+rsorqsvJd3jbvHNZ3jb2++TpdVSDfceCM527Z79e8dFRN9IOdgVGwMUTHRLh/PXV8fy7/HXZdcxWeffc7atWs9Or+oqChEdzedHb5ZCRZINNU3MCJhqG7l1dTUEBbdP0fHTIQOiaSmxrs6sk2//kLCOGXd4IrfojuYJ8j2FokpY8kvLfb4OWGL7u5uSisrDiQV95ZWLhD0jnHDEti7v9jjPKH9VkOWn5/P2WefzaZNm0iZNIEbHl3tcs67sr3FrL7yBvJ37iZt0kQuuGkVz9yzhvyduxmTlgoCivMKSJs0keseus+tnHqWx3C3HMuyho8cyYvPPsfSpUvdKgvguttuZv45JzlM9+OoTnf//hoKd+cigOSMdP7yn38BODxvX/vJmFNatI+u3BIu++0lHpXz/EtrqYkZRGqmd97abF0/ttrdG3kfzWmorWPPx99w2/U3eVzWvQ/+k8QF04kfbj/DgZ73kC/KdcSvX33P0uRJLNZhtSrAt99+y6d7tjBj6QJdygtEtn2/iVkJYzjqiCO9Un5XVxd//fsdjJ47lX9dezNFu3KRQMrEdP7yhP731Qkp05k4fQp5O3YREhJCV2cnY8angYTifP2eOSNGj2L1Pfdy1pln6Vp/UIL+B556gsVnn+R2GZ7eg956vlor64unX+H2a64nOtr+ANCA1JCdffbZnHrqqfz+T1ex6Pij3UoiapkI9c6Lrzzwe1N9A0119R4nKdUz+ax5WZlzZnDFFVe4XRYozYTwcJpj9ZU30FTfwHnXXs65115OU1290wnW/ZlPUAQJuns8t10oLi8lZqh1Dzw9sJeM3Fq7e5uomGhqGup1Scw+cthwGmvrHG7nj+TW3qSjoZmhQ/UbISurrGBwjHXbn/7CkLhoSiu8Z32Rl5dHUMxgHrnpDocJsPViwYojSZ00gSnZs0nJmEBTXT1N9Q26PnPmHXM419/gnfqXl5cfcOh3F0/vQW89X62VFRkfS7mHjv39NiDbvHkz559/PpHRQzj+grN0EXqbJyY1F1J7IiTUU5BoXtaC445k927PxI09PT0EBXkmLLZl7hoIQkx7BIkgero9y/cmpaS8soIhsbH6VMoK9sTF/jDVDQoKIjw6iqqqKo/LSkocRX2V42kofye31puWmjpGjBihW3n7K8qI1qaN+itD4mIp8WJA9svWLQxNHeNSAmxXmfCvx3olyH7qnn+Ru2UH/0tPo3B3rtsLdiwxv67PuOJ3lBTv98p0b0lpKeEeBmTeXmSnZ1nhcdGUlpa6XT7044AsKyuLRx99FIKD3Bb6WYoFzROTmgupPRES6ilINC9r0/pvSElNdbssgJ6ebo9HyNImTSTWLGFsnCa6DwQhpj1EUBDdHibgbWhoQISGqFVgXsKeuPjvYaGHtLsvCBuij8B6VOIo2mobHG7n7+TWetLe1gad3cTF6RdAlZSXER0Xq1t5gUh0XCzlVZVeSZrd1dXFpm1bGDM+zaUE2K6Sc80feyXIvuima0iflslvc/NJmZju9oIdS8yv6w+eX8fI5LFs3bZVl3MwZ2/pfmJtZMhxFm8vstOzrCHxsRSXlbldPvTjgGzt2rW88847rLn1TrtCP3uJuvM0I9SzNSNUU2LSs6YtoqG2lqqycs7InM/6N+2bx9ozrnNWkGivDGv13fbDJn7/x0vdbD3nj+1ov46ODqpKy3h+9cNKdB8bc0hi8fVvvEdHh2NTUr3q6My2elgO1NTUEGEjQ4Re2BMXX9/UzPMPPMILZu3uC0KjI6murva4nJEjR9JcVWtVKOuKcaS7+EMsXFtZxdhRo3SzvGhpaaG1vd0jp/S+wKCQEAZFhHtlpWVBQQGDYgYTGTXYZgJse5TtLeaqY1dyUmoWJ6ZmcdUxK53q4yxNoy0X7NhKtm6rDrbul8vuuZmNW351uV0csb+8zCW5hq0k4uvfeI+VmfN55t41tDQ19zK+3vr9T3bbwHQPu2PYa4mj/iAmIY59ZZ6ttOy3AVlaWhpPPfUUtzy+htVvvWBTyGdtXtj02Utbvuasqy8lLTOD1W+9wNR5c1j91guMy8zgnGsuY92O77ngxlWEhobaFQram3semTSG1W+9wOs5G12up+V35vW9+b8PEjY4ws3Wc/7YjvZbdvJxrNv5PRfedA0Tpk3m3x+sY2TSmF7nHRoWyrKTj/Nont+VOvpKG1RbW0tIlD5/A1vYun5M/79dsJm3CjYfaHdfEBk9hPJqz6csY2JiiBgUSnND4yHfmf8Nl518HKFhoQ7vIVdx9t7Uk6qSctKTPRvZ7lVeVRXhsbYzlfQnImKjdXFLt2TL9m3EJY8G1DXx7w/W8VbBZt4u2My/P3R8X62+8gaXdWe7r76U1W+9wBu5m3hlx/e8nruJf3+wjn9/uO7A9fjMPWvc6vMs75fJc2ZRXFlGQ4Pj0WhnaW9vp66xwWbKQkd1NJ3PyKQxhIaFcuGNq3hlx3e0tbT00tGZ67qttYHpHh6XmcFZV1/K2i1fu93nO+oPouPjKa+s8GiU1m8BmRAiWAjxixDiXe33eCHEJ0KIXO1/j8fsW1paCA4PtbuNO8nF/ZFw2F4Z1r4LDQ+nsanZ5ePoWX9PzUa9VUdnttVj9XFtXR2hg73ngm0NSx2K6WdfLKM3MXhIFDU6JHsWQpCekkpV6aHaoEDXILpLS2UtKUnJupVXUVFBhAs+jH2ZsNgoyisqdC1TSsnP27cyZlyK22W4oztzZkGTXn1eUFAQ0WNGsmvXLudPygHV1dWER0e55H3njNmupY7OXNft7WeMI0JCQwgKC6W+vt7tMvw5QnY1sNPs9xuBz6SU6cBn2u8e0drWSrCDZJ/W5oX1NnfVYx7bXhnWvgsJDaGt3UOncxHkUf09NRt1BW8YCQZ5OKpQU19HhAtZIvTAUodi+tmXK1YjoqKo1snbKD0ljdrSQx+yga5BdAcpJU0VVYwdO1a3MveXlhIZF6NbeYHMkLhYiktLdC2zpKSEjiDJkFj329BbujM9+7zhKWP4ded2j+tkorq6mnAXV/Y6Y7ZrqaMz13V7+xnjDOHRUR7JNfwSkAkhxgDHAf81+/gk4Bnt52eAkz09TktrG6Fh9kfIrM0L623u6q4Wpde8f3sH69+0rpMxTyz+0oOPc8FNqwgNC6OtzbOALEgIZE+P1fpbzvdbm8v31GzUUZuYa/5sJYS3pUtwdD4V+/Z7PM2zOyeHf//5Vr8kvTUd68TULE5KzeKqY53Trdgqy55Ow/L7xtpa6urrPD0FQEkPmsoOnf50dM14knDYm8mK7ZVdW1nF0Og4hgzRT3dYXF56IHWNq/Xpa8QMjae4TJ+ALD8/n+zsbFJTU1n736cdtosjnbCrujNncEV/3NHewdP3rrGpeR6RNIbd+Xvo6uryuF4AlVVVhEYffBl15jqzp4dd/+Z7nJE5n6qychpqazlz6kJeevBxOjs6ePFfj7Eycz5P37uGjvYOl8o2x1YdXdEAhnq4wtwvxrBCiFeBe4AhwHVSyuOFEHVSylizbWqllHanLR0lF1+7bh0VgyVpkzN0qrlv8STh8/1vPMdnT7zAg3ff73Zgcc3NN7LkwpUMsjLKaHnMlx58nLOuvtTrCV6tnStgs53cbcMv33yPa665hisvcX9hRFJKMvNPPJqVl/3W50lvrzvpXH6bV8DWSy8C4MMX1hE/fJhbx3fUhpbff/P+Jxyz4lj+ecfdDBo0yKPz6Onp4aa7bmfmaccS6YIw3ZOEw95MVmyv7F2bfiV9UAwnn3iiLscC+Ovf72DaSUfYzGMZCImZ9aKzo5OvnlnHA3fc7XGaqOzsbE4//XREeCjf7fiVbd/9ZLddArkdna3bN6+9x+9PPpO0tDSPj/niK69QGcWBZ6+n7WPvefPHw04CBI99/qZHbW+rjteddC41FZUcc+5KAD584VXihw+1eoxdm35lYmgcJx5/vM3jBJQxrBDieKBCSulWEi0hxO+FEBuFEBsdCTi7uzsJCg525zABgScarKCgICSeaaGCgoKRPdb3t+fR5k1Nj6uaP3fbcN+efIKEZ7dHSfF+VpznH51T/s7d/LW9QxcfMlc1lQU7dzMoLJTW1laPzyMoKIhJ49Ipd3HkxhPNiDf1JvbKrispZ8L48bodq6Wlhea2VrsrLPuTFi8kNITg8DBdVlpu3ryZSy65hP0VZay87Lc+0Ql7C2frFjN6BDm5Obocs6quupegX28/MfPnjTf82Sw1bM5qAAfHDKGytm9NWS4EThRCFAIvAYcJIZ4HyoUQiQDa/1bVmVLKJ6SUs6WUs4cNs59SpbO7m6DgvruQ1FMNlggK8ijB+KDgYHpsuNXb82jz5hy9q5o/d9twzLg0BnkQzEspGTpiOJ+99rZfdE62/N/cLctVTWVIeDgtLfokB58ycRLV+1wzXPREM+JNvYmtsrs6O2kur9ZldMJEZWUlEXHRdkfI+5sWLyIuhgodhP1ZWVnce++9BEdF8NHa13yiE/YWztZt6OiR7CrI0+WYVTU1vQIyvf3EzJ833vBns9SwOasBHBw9hKoa9wMyv+ayFEIs4+CU5T+AainlvUKIG4F4KeX19vZ3NGX5f888RdfYBI9WyDiDtRxXAHf/4Rqnc57ZKmP1lTf0ymeWlplxSA6trd//xJ0XX0lbSyvhkRHc8uRDTJ03h8/+u5Z7/3ob4eHhbp3XH/90NZ9++imFu3MPyd1lL8+nN/P+2Wsna8d2NpeZ5XbnXXclI7tDuOSCi9yqZ2dnJ7+96nK+/+47Cuwc29bfzlWs/T3+7/b73cpl6erf1lobF/68jd+duJJUD82JAerr67n9n/ez7MKVTk9FuXqdONpXr2vZVtklBUW07y7mqj/ot/hi48aNvPfr98w8YonL9XH3PPzNlq+/Z/HYDJYssX3OjsjPz+fUU09ly5YtSClJyZjgMF+lo/Ywfe+oL/cGzv6tOjs6+frZ17jv1r8R4mAxnD16enpYdfONHPa7swnWXmqdbR9nv++VV3pcKm3NLQd0XaHhYdz29CM2+1HzssxzUlvLTw1oOYFzQAICUib2vh7My0vJSGf5suU88eDDNtvH3pRlIAVkCcArQBKwF1gppbSbzyFQAjJbuiZn551tleGsDsrW954GZKPHjmXZyhM55fe/CThdhLfZm5tHZHkTF517vlv7Nzc3c/M/7uawi860u90ZmfOYkj2bVQ/cyZprb2HbDxt5Zcf3Lh9PTw2LHmX9+O6nnHfEcUycqM9Iwb1rHmB49lSGjRrpdhmBrPP5Zf03LE3NZOmSpbqV+e7777G9tYrM2TN0K9NEoLZl3radjGwN4qzTV7pdhkk/FjI4gg2/bmT7D5s8PjdTe3393kfEJiRQV1XNouOPDph2M/Htq+9x6ennkJzsvvWKs32fOZ5eT670o+bH+uNhJwOSxz5/y6Vnq63y3n3mJT585mX279t3IBi1JKA0ZOZIKddLKY/Xfq6WUh4upUzX/vc4uVZwcDBS6p9KwxJbuiZXvGc80UHZ+l5K6ZG4tby0lMNXnhSQughv093VTegg998S29vbCXZC0N7W0sqqB+4kOj6OVQ/cSVuLe7orX+Zsc4agQcG6JBg3MXPyNEoLijwqI1B1PlJK6veVkTkpU9dy95eXEa1jCiZzArUto+Pj2F/uWfqazZs3c9lll1FaVcEpv79Ql3MztVfhrlxWPXAnhbtzA6rdTEQkxFJS4tlK1aamJkJcHATw9HpypR81P5ajnNTO1Mt8m+MvOIuqigqam93zAO27AisnCAoKQnoht5kltnRNrnjPeKKDsvW9lNIj64bE0aP4+KXXAlIX4W16ursJCXF/hWBHRwfBTuwfHhnBmmtvoaGmljXX3kJ4pHvO/r7M2eYMwaEhtLe3u10HSzInTaJur2eJewNV51NXWU1MWCRDhw7VtdyyygqiveRBFqhtGR0XQ3llhUeLmbKysnjggQdoaW/n89fe1tUzLCUjnTXX3kLKxPSAajcTQ4bGsbfEM+uT5uZmQiLCXNrH0+vJlX7U/FiOclI7Uy/LbYaPSnQ7IPPrlKWnOJqy/Ne/H+TBRx9mf0GRz3RNB+ah9+QTFDyIjrY2EMIlDdmYcakgYV9ePsGmMkCVY0ULZG3+fcTY0Xzyn+d58O/3uT1K9serr+Cp//sf7a1tHumbnMUT3Y8rZTqzf+6v20gjym0Lgv379/PwS8+y4PTj7G7nLQ2ZJ9e6HmVt/vI7jpqYRXZ2tlt1sERKyS333MWkY5cQHe/eqE+g6p62ffcT02ISOe7YFbqV2d3dzZ9u/QvLLz7TqZFaV3GlLcv2Frukp/UEKSWfP/kyd994M5GR7mXJyM/P55RTTmH7ju2MmzxJlz4HDtUDjxmfBhKK8wus9ndDE0coXZQEEST407/uZulJK+wex5YmUumgHOtJq8vKKf9hGzdcdY2LrXaQXbt28eLnHzB26kSndXPWnqH79uQ7rbdzpR89cKwduwgKDqajvR2BsNouzrSx5TaHH7+CGy65zOa0b8BqyDzFUUCWPmECGQtnc8ENV/tM56CHtsJcb1BSsI+IwREce94ZDnVo5pgEmv+88253T4Xk1BTmrjiCM6+8xCft56rHmLtlOrP/zk2bmRIxlBVuPiSLiop44vWXmHfqsW7t39f59avvWZ46mYULF+pW5lvvvMOutmoy587UrcxA4KuX3uLKcy7U1aG/traWux5Zw7LzT9OtTHdxxcdJD75Z9y5Xnn0Bo0ePdruMr7/+mi8KdpC1ZJ7L+3riHwkH+7uVmfMICQ3j8c/f4rbf/JH9BYW8lb/ZrePUVFRxzLmnA/Y9CTvbO/jmuddZfcff3Z5d2bJlC69/v561j/6fW7o5X+ntvKWD/PGdT/jN0SeSnp5u9fuA1ZB5m8KCAuYeucynOgc9tBXmeoP21lbqqmuczoFmoquzkzAHWQocUVK8nyUnHuOz9nPVY8zdMp2hu7OL0FDXht177d/djejDliueIoKER5Yr1pg2ZQo1Rft1LdPfNNTUEtoNY8boO1pUW1tLuI/TdtnCVT2tp4RFRXrsRVZeVUlktHvt54l/pPlnSJA9PQwbncjfnn3sEE9IV45TZ9b+9jwJQ8JCkcFBNDU1uXXuoOQaQYOC3dbN+Upv5y0dpCf62X79xBg/fjzfvPuJT3UOemgrzPUGYRERxCbEu5wDrbOjg4gw91ZXmhiblMTnr73js/Zz1WPM3TKdoae7m7BQ9wNaKSV4mHqpTyMEPTrrN5OTkwlq66SpvkHXcv3Jvtx85kzN8jhNlyUNDQ0MivTs/tcLV/W0njJocASNjY0elVFeXUWUm/krPfGPNP8MobwkK/eXcttv/ogIEm4fxxVPwvCYKGpq3F9T19PTA0FBbuvmfKW385oO0oO+r19PWb755ptcce0qyotLDuiyzOfrRyaN0V1XYj4/PSgkhM7OTsa56Ddj7lkTHDyIDk0c7Yr2onJ/KQ2/7mHVHy936zzy8/NZvnw5e/fuRQjr8+vOnoezbetVDZnF38ORt5anGqi8vDyeev8Nsk88yq22cAd3vI6saRct7xFHx7N2Tlu+/ZGFieNZtmyZruf4xltvkdNVT+bsLF3L9RdfvfwWl5/5G49sBqyxYcMGNuzbxfRF1qfcnNXG6KH9crYcm/5QLl6XOzb+wpTIYR5p8q776428sm4d+/bkK/8pIDQ8nJ7uLpfuKVf97sA5DZkrujBXtgXY+OEXrFx4OFOmTHG94YCffvqJD7b/ROK4FLe817zt2WZZfmdHByGhobodx1H7DVgN2Y4dO3jpy4+Zs+Iwu3mqvDGP7G+fnn178gkvbeDi837j1v7Z2dlMzMgg84Tl7P55i0dauEDwKnI19+bPn27ghBkLmDnTPb2SZUDmi7ZwR3vR25PHtZxw9s7JWwFZfn4+/3l9LYtWnqBruf6gobaOHe+t586bbvY496Ilb73zDjld9WTMnGb1e2f9lXyp/bLlD+XqdVmwM4f4ug7OO+sct+syasxoOrpVou2kCePZ+t2PhIZHMCplbED4h3mzP9m8/luOypjh9svoxo0beX/rj8w4bJEu9dEbb+dh3vjB55yx+EgmT55s9fsBqyEbPHgwXdoKRXt5qrwxj+xvn562llZiooY43tAGmzdv5qSTTyIoKMhjLVwgeBXZy4VmrW49Xd2EejBlCRx4s7Z2fG+0hTvaC/N6uZoTzh9/35SUFILbumisq/f6sbzNvpw8sqfP1D0YA2hqaba79N9ZfyVfar9s+UO5el2GRYTT6EHarp6eHsrLyqmvrqWuuoZr19xNV2cX7a2tAeMf5s17LzgslEYPNGTBwcE+sZtyF1efBa7iif9nvw7IYmJi6GhWBnH28lR5Yx7Z3z49rY1NxMe6bwqZlZXFxx9+REtjk8dauEDwKrKXC81a3Xq6uggLc1/UHxQU1MuU2Bdt4Y72wrxeruaEs3tOUtp0qvaEoKAg5k6bwb4cfXLu+ZOagmKyplkfwfKU5tYWQu0s6nHWX8mX2i9b/lCuXpehYWG0tLofkHV0dDBsxHBihyYQmxDPA6v+wqCQQYRFRASMf5g3+5OQsFBaWt0zqAYICwujp6NLt/rojavPAlfp7uh0OztOvw7IoqOj6Wxto7u7m+seuo9v3/+Es6cv5tv3PzkwX2/rc0/xVrnO0tnUSrwHLt1r167l66+/5q7fXe12/f3dBvbqcsuTD9mtW0+HZwGZ5VuiL9rCdIyCnTls+2EjhbtyHB7LvF5RsTFExUQ7XUd759TT7Z2ADGDG9OlUF+zzStm+oq6qmvAeoavVhTktra2E2Ll+nbker3voPqJiY3jhgUd4/oFHiIqJ9uo93OtajIkmKjbGresyNCyUltY2t+vR1dXFitNPISommuryCn7Z8C1dnV10dXY6dU/5Am/2J8HBQXR1ux9QhYeH093ZqVt99MbVZ4GreBKQ6e8YGEAUFhby8lPP8u97/gEoMemjn77ZS7A3MmmM2/PF9sSbrparhwDefPuO5hZiY2PdOi+AtLQ07rnnHi5bdRX5O3ez+sobXBY7jkwaw3UP3Xegns6UoUdia2vlW/t72Pv7dHV2ejRlGRwcjOw+GJB5cp05izvHcGUfa21tc1/Z45WpOICkpCTCuwW5v27jP7feE3BGr+bYuj735eQzb8Ys3VdXmmjv7KC6vJz7/nitzf7J0b05MmkM//5g3SHnc91J53qlzfW6R4IHDaKj0/20XXl5eXzw2ptUVVYyYdoUXROu67G4x3KRREe7finKAIKCg+lscz+gioiIoKqkzGvXiQk9jXE96QMtj9nZ3mGMkFnj7LPPpr2tnRMvPo/zrr2cpvoGVl95g27lr77yBhasOJK1v37FghVHelS2q2U52r61von4+Hi36wNw8803Mylrmkfn5+l53XnxlXb31/NvYI4nbzkAgwYNoqc7cHUU7uBKW8uubkJC3M8Fag8hBNlZM/nXn272yt9eT6y1mZSSmoJ9ZE2b7rXjdnf38PjNd+t+73jrftMTERREd4/7Hni//e1vmTAl0+VzdKZt9Gi/1VfeQFNdPedee7lXnmtCCDyRgA0ZMoQ3n3/J69eJs225+sobaKpv4LxrL+fcay+nqa7e7fo4OmZPTw+dLa0MGeKefrtfB2SbN2+msaGBuUcs9Yoo1Z8Jne1t397ayiAJUVFRbtcHVAqMmQvm6WJy6+55ORJcekvc2uXBWw5ASEgI3V2Bq6NwB1faWpdFEXaYPnUapYV7WXH+GQGxaMQW1tqspqKS6EHhJCYmeu24PT3d7M3J0/3eCaSFOrYIChIe5bLcunUr02fNcvkcnV0ooYdxuDcXW3R3dxPqQR7fwYMHU1VWzlFnneaTRUx6GuN6eszWpmaio4YwyM10Zf06IMvKymLo0KF8/sqbXhGl+jOhs73t66trGTVipMfTIZMnT+an9V/pYnLr7nk5Elx6Q9za09OjjGE90JCFhobS09m/AjJX2rrHiyNkAKNHj2bkqERee+ypgFg0YgtrbVbs5elKE0kTxul+7wTSQh1beOrkNG3aNH754UeXz9HZhRJ6GId7c7FFd1c3IYPcv3eFEIwcNYq3n3zOJ4uY9DbG9eSYLR4upuvXPmT5+fkcf/zx7Ny506kE3+B60lzTtiPHjqFifwkdbe0HkpsOG5Vot6zeSU6dT0Rueewx41Lp7OigJL8ICYxKHsuNf76BKy+7zHEj2uHtt9/m9NNPp7Oz063E184YQjrSjLmiITNP7O6KCawl7a2t/PTye9x32x1utRuolVp/vuNWjrjEfS8kcxxdl740nnXmGD+89REXH38aaWlputbBnKefeZpb7vwbZfv29xkN2bX/vpddX/7ADb+/nBEjRnjtuKsffpCeUXH8745/OHfvOGm+6o3rTO8ym+ob2PXBBv52w1/c2j8nJ4cly5ZRXV11SH3s1dUZU3BvaMhGpyUTEhJ64G93wU2r+L/b73faNNayPtVlFcyIHcXRRx7lVvsB3PvAP3jo0UcpKShCAKPSkgkJDaU4z3XTaWvXJtBLFzY6LYVBISFWr9+t3//E3y68nI42ZbA+Zlwqtz71sFvXmKMk5nnbdjKyNYizTl9ps4wBawwL0NbWxo1//xvLLz7TKZGxu4Z7Z2TOY0r2bFY9cCdrrr2FbT9sJCl9nN2yDhh5vvsRsUMTqKuuZtFxrpsOWho4vv3k84wZOYrt27c7XYY15syZQ3jMEK5++B6vJfbW0+DQVnu6avzXUFNL/mc/cMt117tVD1BeNFf/9UYO+91Zuqw2dNROgWTCCyrB81XnXMioUaO8doyysjJW/+9xlpx7itdHm/SiqrSc0m83c9M113m1zg/93+NETEpmxFjnEmz78/rR+9i1ldUUf/Uzf7nmWrfL+PNtNzPvnJMIDe89Su7rPs0ZrBmdRsXEOJVM3Fpdz7v2Co4YP4358+e7XadPPvuUi//we4444+RDjH5dNZ22ZgwMHHLOtvp4bzxjbJX1y/pvOCJ9OgsWLLBZxoA1hgW1BDc+OpbG2jqntnd3jr+tpZVVD9xJdHwcqx64k7aWVodlHTDy3K0Zee5yz3TQUlPQXN/Inj17XCrDGlu2bGHKjOkMCg31WmJvb+jwLNvTVeO/9rZ2BkdGul0PUMP2kRHhdGpprzzF2WspULQ9nmrwnGHEiBHEhEZQU1Hp1ePoyf49BWT7YLoyPDSMzg7nV8r58/rR+9hdHR2EeyA3ABgSNYQ2K15cvu7TnMGa7tZZzZS1una3tjN4sGeJ6UeNTKS0aK9Vo19XtcTWjIFd0Rr7UuvdVtvAyJEj3S6/3wdkAGljk6guq3BuWzfn+MMjI1hz7S001NSy5tpbCI+McFjWASPPiZqRZ4Z7poPmmoI3/+9ZIgZHMn265yu4srKy2L11Gw01dV5L7O0NHZ5le7pq/Nfe0soQDzskgMjwiAPD5J7i7LUUKNqe7g7vB2Sm1Zb7c/O9ehy9UKsri5k62b0cga4QHxNLa3Oz09v78/rR+9itLS3ExbiXGNxEzJAhtDYd2n6+7tOcwZru1lnNlLW6drV5HpAlJiYybMQI3n3mpUOMfl3VElszBnZFa+wrrXdPTw8t1XUeBWT9fsoS4LvvvuPlDZ/wwdp1TnmWuOMHtmf7TmRPD7JHHqIhs5Uk1Xw+WgQJRFAQ4ydPckpX0EtHICUhYaEH3ogTExP5+quvPNbv5Ofns3T5cspKS0nLdN0bzRntlp76EWcTiTuq156tOxjTGcrKU051qx4m/vnow8RmpTNstOer6ZzRkLmSQNjd4zhDd3c3n/93LQ/+/T6vjwT1pWnLypIyyr/fwk3XXOf1Y33+xRd8V5bHtAVzAduJu801Od5M6GwPa1rTS26/3iXdpzm7ft7CxJBYTjz+eLfr9NKr6yiL6GHclEk29UzW2nFk0hif6DnNsdbveqIh2/3lD/z18lXEeWAsLqXk8uuu4eOPP6YoZ49Vfe/YcWk2r8MDfXhHB8GDQuhoa0MIQXJGOpfcdv0h53fJbdavF2cT2zvdxnb0gTUVlez/+hf+4uD+HtAaMoCSkhJmz5vL0eedofu8vieaAk/mtm0l/r345uuYHDmU41cc5/G5ATz6v/9jUPooEpMdO4oHmo7JFo7que2HTcyOH8ORRxzp0XH+99wzdIyKZcz4VE+r7BR6tL8eZbQ2t/DL6x9yz823u7SfO0gpuWv1/SQtm0388GFeP54n/PrV98xLHMcRhx/u9WP9/PPPvPPLt8w8YglgO3G3N/U2rqBnwufNG75jWUomixcvdrs+n3/xBd+V7mHawmyv9N+BSndXF188+TL/uvMej42dn1v7IjUxg0ibnHHgM0fXITjWhlluY6/d9fobOVPOrp+3MD5oCKecdJLdsga0hgxg5MiRVJSUccQZJ/slibitbTyZ27blRdNUXk1ain4BQEzUENqancsLF2g6Jls4qmdnaztDPEjMbiLahg7FW+jlceRpGW0trQwZ7Hn7OYMQgrnTs9ifW+CT47mLlJLawv1MneL96UqAhIQE2uobD/xu/ne1p+fx1z3sqv+gPToamhk6dKhH9RmakEBHY4vVuunRfwcqTfUNJMTG65JlY0LaOGpLynt95ug6dOY6cKXd9fobOVNOQ1kl4z2clRoQAVlQUBBjk5J47dEn/ZJE3NY2nsxtW/OiSZ00kcbyKpKSknQ5N3BNixJoOiZbOKpnV0ub207L5sRFRzsdzOqBXh5HnpbR1tJCjA7t5yxTJk+htmi/z47nDrWVVcSGRTJ8+HCfHG/48OG01NQfMEg1/7va0/P46x521X/QHi219R5biowYMYKWmjqrddOj/w5U6qqqGavTyuj09HQa9pf3Mul1dB06cx240u56/Y0cldPd1UVTaSXjxo1zq3wTAyIgA7j33nv58bMvD0kgasrNduqE2Vx30rmU7S12qVxrSV4ty7zgplW6Jza/4KZVNNTW8/zqh3l+9cOERYTz21v+TGLCUI8d+s2Ji42lo8W5RL3XPXQf6994j5WZ83nm3jV0dHS43J4mbP1dXP17WdveUbt3tbYRHR3tVr3NiYmOoaPl4AiZJ9eaM/vqkXD4gptW8dKDj7Ny0jxeevBxLrhplctltDQ2ER/jvv7EVUaNGkUEwdRX1/jsmK6yf08hc6ZN95nOLSIigiGRg8nfsZvrTjqXvB27eOnBxzl72qJeibstrxNXryFP+0/L4541bREvPfg4nR0dB+prq18t21vM1u9/4ozMeZyYMp0zMufxy4Zvke2dHuXxBRg6dCjdLW10dnTabBNftJUz+7jaV9ors76qhpTR+iS8j4+PJ2FIDDXlBxfU2Uogb2o/ZxJ/22p3R339+jfeo6Ojw+p5O2pnR3/riv2lJI8aTaSnq/MHgoYMoLS0lAeefoKl55zS63Nv6AB8oS2wdoyL/vInpg4ZwXHHrtDtONu3b+eVrz5h9rGHuV0vPefsXS3fnfp8+dxr3HzFNR536rt37+b5T99j7vFHuF0XT87DHfQ4zrYfNjErfgxHeajBc4W33nmHXW3VZM6d6bNjusKGtW9y1bkXMXasPg87Z/jvs09z1913s/zU47123eh9Xdorz9p3e3Pzevk/bvnuJ+7712pWXXq5x+e2+uEHiZ+ZocuiHHCvrbyhUbZX5g9vf8z5R53AxIn6jPa9/+EH/FpXwpT5zhuKu4snXo2eXsebv/yWJSmTWLpkqcNtB7yGDJSOLKRb0lTf0Otzb+gAfKEtsHaMhpIKJoxP1/U4MTExdDQ7r4Py9py9q+W7un1PTw+drfpMWQ4ZMoROsxEyTzWDvtCr6HGczpZWYqM9sx1wlamTJ1O3r9Snx3SWxrp6QrthzBjfZhGYmDae4rwCr143el+X9sqz9p2l/2NHWxsZqeM9PS0A0pPTqCord7yhk7jTVt7QKNv6vKenh6bKGl2v06mTp1BTUOxRblFn8cSr0ZPruKenh9rC/WROyvT4HAZMQCaEYHrGZEoL9/b63Bs6AF9oCyyPkZIxgfbaBlJSUnQ9TkxMDO1W/HicrZfec/aulu/q9qbksHq468fGxtLWeLDtPNUM+kKvosdxOhpbPB5ddJXk5GS6G1po9aFmz1n25xUxY/IUn9typKakMDxxpFevG72vS3vlWfvO0v8xJDSUtFR9FjWNS02lsaxKl7LAe7lDXe0rbX1eX1XDsJg4jz3IzBkzZgxRwaHUVVbrVqYtPPFq9OQ6rtxfSmJsAsOGeb7Ke8BMWYKafnv01Rf49I13DvjxdHV2sj+/0G2PEms+LoBDHxpPvWosc2pdctuNZCUmc/H5FzhdhjPk5eWxcMliqiur3PIiczePm7ueYpYePPZynFmjoriExi15rPqj51MeUkquv/0WUhbP4t/X3eqRx5O7OVZdvba+fOt9/nnNX5A9EhEk+NO/7mbpSa5NgW948Q2u/91lunRQrvD8Sy9RGQXjp3r+pqon3735ARccc7Ju00DO0t3dzR+uuYovv1xP4a5cr3hiOcrt566vo7P9R2VJ6YHjh0VEcMLpp/DcE//TxZS4oaGB2x64j+UXneFSMG3rHJxpi0NyFLd3sF/LB2nLT8zV49n6PGfzVpJ7IjjdQ/9FSz786EM2Ve9j2sJsp9vKHdzN92vu4QgQGhZGd3fXIT5jtvj5s69Ynj6VJYuXOFXPAe9DZqKtrY3UcWkced5KTrzoHJfza1nD3blnT+esLff/eO3rvLXuVWbPtvp3dpvs7GxihiZw1l+v5qt3P/JqHjB39vEkj5s1CnbsJqGhm3PPPMutc7Tkvn//iyeeeIIlJx7rM78iT64tazlZX9nxvdPHllLy2f+9yOrb7yIkJMTdU3CLLVu2sO6bz5i7wvs+X87S0dbOty++yb033+7z9gB4+oXnaIgPJzXTO8FgIOVY3Z9fSGduCVf+/lLdyrxr9f2MXTrLJY87vbSi1nI4erPf+PH9zzhj0RFMnTpV13LLy8u574lHWHreqYfYaQSCl5snbd7V2cmG51/n9muuJ8bJ7BCGhkwjPDycqopKZiye71Z+LWu4O/fsqfbCfP9jzjmN8n3FXnkD37x5MyeccDydHR0ea0S8oaGw5lvjbB43azTVNzJSx5GdkUOHsTdnj0/9ijy5tqzlZHWF5oZGoqOG+CX4GD9+PE2llXR3dfn82LYo27uPjLTxfmkPgOmZU6jyoiWIJ7odvSkv2MeMyfoGE9MyMikrcm3lqF5aUWs5HL1Fd3c3TWWVHmd3scaIESMYmzCMsqJ9h3wXCF5unrT5vj0FTEoZ53Qw5ogBFZABTJw4kfefWutWfi1ruDv37Kn2wnz/Vx7+L2PGjtVFiG5JVlYWG7//kZqKSo81It7QUFjzrXE2j5s1OpqaSYhPcPncbDFqxEhGJo31qV+RJ9eWtZysrtBQW0ficM88oNwlMjKS5FGjqdgfOOL+yqL9TMvw3xTqhAkTaCytoKvT+UTjruCJbkdPenp6qC8uY1JGhuONXSBjwgTq95e5tI9eWlFrORy9RXVpOaOHjdRVP2bO4rnzKd6555DPA8HLzZM2L92Vx6K583Sry4ALyNauXcvW73/i7GnWfVBcxZ4/iT1vE089bMy9zX74+Avuv/9+l+vuDGvXruXbb77hL2f+1mNvMXd8shx5m1nzrYmKieb5Bx7hhQceISo2ptdxLH2Ltn7/U6/jtTc0ER8f79b5WWPEsOGccuG5HvuDOYPpGjH3nHL1eLc8+RDbftjIeTOXse2Hjdzy5EMu1aGhpo7Rw91Prusp0zMy2bVxsy7eWJ4ipaShpIL0dH1XPrvC4MGDmZiUSklBkVPbu+qV5eievu6h+1j/5nuckTmfp+9dQ0e7+/2HPSr2lzAqbigJCfq9TAGkpqbSXtNAe1tvL0Y9+3ZzzPcNj4ykobbWI09Aa5TtLeaqY1ZyYmoWJ6ZmcXpGNr9fejz/e+Qx8vPzdTmGJVOnTqWtvJoWbYGYqf3ytb7qLDt9lV5ed7bK6eWNFhtDVEz0gb/dBTet4rqTzuWU9FmckTmPU9NnHdi3oaYW0dSm68zUgNKQmXjoiccZNH4UY8al6F8pM/ScH7dVVnd3N18+8yq3XfNnr61smz59OsNSx3Lpvbf4ZZ5fz3a0p5GSUvLFUy9z1/V/1e1NsaSkhAeff5JFZ56oS3n2CAQ9xs+ff8Wxk+cwd+5cnx7XxP79+5kzP9sreWtdpbaymsIvfuTWP9/g82Ob88svv/Dad5+TfZxjX7i+6su46dMNHDlpJgsXLNC1XIAnn3+WpqGRpE6acOAzf3lN6pV/uaaiimPOPZ0Pnn+F1uYWhkRHc8lFF/Pxxx/zww8/6FD7Q3nz7bfZ2VLFlPmzXTo3X+ajtLXP1+99RGxCAnVV1Sw6/mi+ff8Tzr3mMuaNGsdRRx7lUj0MDZkF2VkzKdtT6PXj6Dk/bqus8r3FpCSO9qrNwK5du5g8bZrf5vn1bEd7Gqn21lZCgwZ57LZszrBhw2hraKS7u1u3Mm0RCHqMttoGj9PWeEJiYiIVJWUsP+V4v+cYLC3ax7SJk/xybHMyMzNpLa+h3Ym8qn3Rl7Grs5O6ohKm6SxGNzFj8lQqC3rrn/zlNalXuSadbV21ui6qysq58cYb2bx5sy7HsMbC+fOp3J1Pd3d3wOajtLVP4a5cVj1wJ4W7c9W+O3ZTV1DMvGz9pithgAZkkydPpmF/mdd0FSb0nB+3VVZJbiHZWd51J8/KyuLnb76juaHRL/P8erajPY1UQ00dI4cN19UvKiQkhBHxw2iortWtTFv4W4/R09NDq58DsqCgIJJTUnjtcf3z1rpKQ0kFGRMmON7Qy4SFhTFnahYFO3IcbtsXfRn35uQxZVy6VzS0oHTHTaWVdHYcfF74w2tSr2OkTZp4QGcbmxBPSGgoqWmpPProo2RlZelyDGsMGzaMCWNT2JuTF5D5KO3tk5KRzpprbyFlYjrvPfsyiSlJzJg4RZcUe+YMyIBs8ODBZKSMY39+ocdluaIlMM1Hu5OHsaO9g/VvvtdLl9DV2UlDcSlTpkzx+Dzscd999/Hj199ytpZnzlktg2XbbP3+J7dyuXV0dPD0Pf9i5aR5SofigY7NnkaqvrqGsYn6JNY1J2nUaGor9TGY9JZ2xZPjmmiqbyAmaoguHlCe8MDq1Wz8/Gun2kEvfYol3V1dNFdU627U7C4Ls+dRvnOPQ8d0b1xD3rwuAUp25LJk/kJdyzQnMjKSzHHpvZ4Xtvp2a1ojezi6n72hv7vuofsO6Gyryyvp6uykqLCIV199lbVr13pcvj0OX7yU4i27uPbf96r2054peTt2cdWxK7nqmJV2NV7O5KF2RivmzPPY9Ox55t417Nm6g1+/+YE923by9L1raG1sJNULadAGpIYMlJ3Dq998RvbxnuXb8+ZcuKPti3bnErK/jj9c9FuPzsER2dnZpI0fx6zTV7D9p5/d9lp76cHHOevqS3Wbw9dbs/HL+m84In06C3TWoXzzzTd8tmcLM5Z5/tDwl07MmeMW7MwhtqaN35xzntfrY4/a2lru/PcDLLtgpcPRTm+1Z9m+Ypq25HPNZVd4XJYeSClZ/dCDxGSlk5jsu3ya3qa6vIKi9T9xy3U3HOJxpSebN2/m1W8/J/u4I6x+724/5W8ft9qKKgq++IFb/3yjTzJJSCm5d80/GTp7EiOTxnjkAeZpvmN3PC7PuvpSps2fw/qn1lG2f79bejtDQ2aFzMxM2itraWvxLNWKN+fCHW1flltI9oxZHtXfGTZv3swFv7mA9pYWj7zW2lpa9ZvD94Jmo72u0SvTbWPHjqW1qk6XsvylE3PmuPUVVYxL1idtjSfExsYyJDySxto6h9t6qz0r95UwOd0/U6XWEEKwfMEi9m7d6e+q6ErBrztZNn+hV4MxgEmTJtFaXm1Th+duP+VvH7e9u/cwf8Ysn6X1EkJw9NLlFGzeDnjmAeZqrk5n97f1fVtLKyvOP4Oy3fncfsstXtHbDdiALDQ0lJmTp1G461BvFFfw5ly4ve3bWlpor6wlM9P7HkdZWVl8/tlnNJRVeeS1Fh4Zodscvt6aDSklzdW1jBypv2VDYmIirbX1uhiW+ksn5sxxWyprfZ5A2xpCCDLHT6B8n2NDVG+1Z1NZNePHjdOlLL3IyspC1rVQX13j76roQktjEy0lFcydPcfxxh4SFhbGzMypFO22/rxwt5/yp49bT08PNfn7mDnDuxpkS6ZNm0ZwYxu1FVUeeYC5mqvT2f1tfR8eGcHLD/0f4Z3wySefeEVvN2CnLAHy8/P5z2svsugM9y0JvJlj0N72uzZtYWxPGGedvtLtujtLfn4+Z5xxBps3byZtyiT+7GS+Mcv6W+addCZPmKkMT/JAOkNTfQPb3/2Cu/5yi25lmrP64QeJn5nBsNGJHpWjZ+43PY/b1dnJhqdf5b5b/0ZoaKjX6+OIzZs388YPXzL7mOV2t/NGe3Z2dPLVM69y/213+M2h3xafr/+CDfnbmXW4c3n3Apkt3/zI1OiRnHj88T453p49e/jvW6+w8PRDj+duP+Vu/kU9KCkoomVHIddcdqUu5bnC1998zcfbNjE2M71X7k4kTucd9iRnqL39bX1/wU2rePiGv1FVUsaMGTNYu3atW5kN7E1ZDnK5tH5EamoqET1B1FZUETd8KKD/DeCNG0pKSeWeAlaecb5H5ThLWloaP/30EzfddTszTj2GyCjnPLpGJo3pNSdftreYjvYOujq7yN2ynbv/cI3VZLm2yjBvy9VX3qBr51RXWU3SqNG6lGVJfn4+//fQo+Tl5zNu8qEJ0l3tMJzRkOiV5N2Eo+NWlZaTPGZMQARjACkpKTS8+SpSSrvTMc62pytUl6m2CLRgDGDe3Gze//JzWpqanb6PAwFrAc/Q4cN5/513fVaHtLQ0Qtq7qauqJnZobwNad68jR/t54/o0Ubw7jxNm6+/b5gxzZs/h3c8+YfC8IW6fn622cbbNrG1nr2+sLq/gd5f+ntv+fBPBwcFu1dkRA3bKEtTUxqLZ2RTuPLgcfPWVN7BgxZGs/fUrFqw4ktVX2jd1dLS9q+U5s29NRSVRhJCcnOzC2XqGEILUMUnUlFe6XcbqK2+gqb6B8669nHOvvZymunpd2kMPaisqSUvyTnueffbZnHjiifzp3r+xYMWR3HnxlU6dhzeuHU/LtUXV/lImpfnPkd6S2NhYosMjnNKR6U1lcQmZ4/xvd2GNyMhIls2ZR+4vW/1dFZcwXbOpkyYwJXs2I8aOYfny5Vx6qX6JxB0RFBTE4jnZFO3M9dkxvUVbSwutpVVMmzbNL8cPCwvjiIVLyNn0q1+Obwt7fWPez1s5ZunhXgvGYIAHZACzZs6kNm/fAX2P3sJ7vRLNmu+7d0cui+Zm+0yIaSItKZlaDwIyc0NCdxJ/e1Pg2lJdz9jR3pn627x5MzfeeCOd9U0cc+7pTi9u8Ma142m5tmgsq2KcFxITe0LGuHS/5LVsqqghLdX/ixtssWTRYmr37PV4QZMvMRfNX37PbZQV7eOeu/7uVSNTa8yZPYfq3KKASmDvDgU7c5k9ZbpfLWoWzJ9P875ymhsa/VYHS2z1jfXVNXRV1TN7lncX0Q34gCwuLo4JY5MPeMzoKbx3pzxH+3Z1dlJbUMwsHwsxAcaOHkOLBwan5oaE7iT+9pbAVUpJc2UNiYme6btskZWVxZNPPsmIuATWPfI/pxc36H3t6FGuNTrbO2irrvfpiK0zTEgbR32Z+y8Q7tDd3U1LVS1jveBRpBfR0dEsmjGH3F+2+bsqTmMumr/vsmsZm5TEK6+84lUjU2vExcUxMTmVfXsKfHpcPZFSUrk7n/lz/JPezERkZCTLsxcE1Gitrb4xd9MWjl6y3OuSjAEfkAEsnDuPkl15gPMmhs4mR9Ur0axp3325+UxOG09MTIz7J+wmo0ePprmyxqG5pC2ue+g+wiLCeX71wzy/+mEaauutmsw6a+ynl8FkY109Q8IjdHddNrF27VpeffVVbr3hJn74+HNuefIhp87DmfN11FZnacaL+Tt2Hfj+gptW8dKDjzudtNiReWr5vv1MSE0LOM1UUlISTWX6GPI6S015JaOGDScsLMynx3WV5UuXUpVT4FQ6JV9RtreYq45dyUla0uurjll5yPVcsCOHvK072F9c7BMjU2ssmbeAHV/94NBU1JHhsLdMiR2VXV68n4SIKJKSknQ7nrssWbSY+vxiWptdG631VttZ63Mb6+ppK6li3txsXY5hjwG9ytJEV1cXN99zJ9NPOpKoGOceyv4y6Pz29fc5/+gTfWJ3YY3b77+b9CMXEh0f59b+zrSbr9u2YMdu4uo6Of/sc7x2DIC9e/fyyMvPerSq1xJ3jCUBXQ2Kf/n8aw6bMJ1FC73nlu4OUkpuuvN2Zpzm/EIUT9m5aTMTQ+I46YQTfHI8T3jjrbfY0VzJtIX+HSkxoZJeV3LMuWrl+IcvvEr88KG9rrVdm35lRFswvznHu/eqPbq7u0lKSWbxqcdx+h8vdtvQ1Zv9nL2yf/zwc47Lms+8bO8HGM7w1jvvsK2hjGmLnK+PL58RP3/+FQvGTuDIIzwzkTdhGMM6YNCgQSyaNZeC7YGhZ7JFQ00tQS0dTJzoP8PJ9OQ0KkvK3N7fmXbzddvWlVUyPsX7mp8xY8Yg2jp11Uy4o2HUUycppaS+uIwMP16TthBCMD4llaoS3+nImsqrGRfA+jFzDlu2jJqcwoDRkuXv3E2tmca0zkJj2tnRScmW3RxzhHW3fF8RHBxMZXkF4ydneqQd9mY/Z6vs1mYl5s+aPl23Y3nKsiVLqM4tpL2tzel9fPWMaG5opGlvGQsX+OZl0wjINObOnkNVbiHd3d1Obe8Pg86C7btZOneeV1d5OCI9Nc0jXY4z7ebrtm2qqPaJ/ikoKIgZmVMpztNPf+KOhlFPnWRNeQXxg4cwdOhQ3c5JTyakjqPGRzoyKSWN5dUBrR8zJyYmhiWzssn5eYu/qwKo6yzOTGMaa6Exzf11K7MnTWH48OF+rKVi2rRpbFj3Nk11DW5rh73Zz9kqO3/bThZkzfZ7vllzYmJiWJA1i1zNvd8ZfPWMyP1lK8uzFxAZGemV8i0xAjKN4cOHkzpiFCUFRQ7np82Tjq7MnM/6N95zWc/k6hx4d1cX1XuKmOMDV2p7pKSk0GhDl+PMOTmji3K0jR76jAPfp8/muX8/TouPRgmmT55CTVGJw+3M63/VMSu56thDk+6Cfa2Y+ffmbemqFs/e9vvzipg9xT9L550hOSmJ5opq3cqzdl2ZPjttwhxe+d8zVFfrdzxvc9iyZdTm7qWlqdnfVVFJr2NjeOGBR3j+gUeIiok+cK11tLVTti2Xow/37+iYiVdeeYX9BUWcP3s56994j46OjgPXxNbvf3Lq+eDKfejq88Ja2d3d3VTsymfh/Pken7/eHLZkGRU799DZ3uHU9nrria21b1tLC3X5xSxeuMijsl3B0JCZsXnzZtZ99Qmv/u9Zryd8dbWMgp05hJXWez2RuCOklMog9pSjiRwS1es7X83r66HPMH0/fWE2Xz3zKsVFe91KFOsqnZ2d/OXvf2PumccTbuetq3fS3ZMByWOfvxUwujtQ18KGF99g1W9+FxApk6zR2dnJ9X+7lSUXns4gHRYd2NPkTZ4zk43r3qcgL88n15JevP/hB2wsK2TG8sDSAJqz7buNjAuJ5ozTTvd3VQ5QWFjIIy89w1svvcpCK0mo9bwX9bi/9+bsQRZUcMXvfefd5govvPwS+wd1MGl2ls+Pba19L7j+ajKjhnPyifppfsHQkDnN5MmT6a5rIn+H9xO+ulpG6c5clszzj6uyOUIIMtLGW80T6Kt5fT30GabvG6tr+cMlv/eZn1FISAhZk6Y4XDZvXv+6qmpqHSTd9YemsbayiiGDwhg92jsZDvQgJCSE0SMTqa3QZ7WlPU1eS10Df7jkEp97Y3nK0sVLaCwqoam+wd9VsUpbSwuVu/I48rDD/V2VXiQnJzM0fAgFO3YdkoRa73tRj/u7eNtuli9c7HFdvMURy5ZTti3HLx5vh7Tvjt1U5xaybIlvU4wZAZkZISEhLJ6dzcikMV5P+OpKGXVV1QS3djFhQmC4f2emT6S6+FBhv6/m9fXQZ5i+ry4s5qsNG3zqZzRrehaVeUV2tzGvf+zQBOIcJN31h6axOCePeVkzfW5Q7CoTUtKoKivXpSx7mrz6knI+++wzn3tjecrgwYM5auESdv/4i7+rYpWcn7ewZGY2cXHurez2FkIIDl+0hOGjEg9JQq33vejp/V1TUUlYh2TSpEke18VbjBgxgimp48nfkeN4Y52xbN/E5LHMmTyd2NhYn9bDCMgsyJ4zlyOPO5b1b7zHysz5PHPvGjo6OqzqdjyZv7Ys44KbVtnUCBRu383SufP9KuY3Z/z48TSWVhziR+aqh5sjfZQtbB3HvNyOjg7Wv/Gezbpc99B9fPXuRzx8x718/PHHPvUzGj9+PD31LXZXW5qfY1RMNFGxMW7p7kxtckr6LM7InMep6bN08e2RUlKdX8z0aYGzWssWqcnJNJXro+uypcn75r2PefC2v/v8WtKLxYsW01ZSRUON+8bPemCp5SnYmUNt7l4OX24/Sby/mD59OieccjJfvfPhgWvCms+gPQ2YXtpbe+UV/LqDwxYsIigosB/5hy9dTsmWnZQU7vXYZ8wV3Z15+37z/sccseIYDluy1JNTcQtDQ2aFx/77BPetXs3yU4/3mSbHlkags6OTr55/ndv/dL1fzGCtIaXkjn/cS+ph84gbluB4Bwtc1Ue5U64zZeVt20lCQ7fX/ces8fqbb5LbWUfmXO9mXDC1ydfvfURsQgJ1VdUsOv5oj6/nsn3F1G7azZ+vWhXwI2S1tbXc+dA/Wfab071W1/J9+2ncksc1l13hlfJ9wfoNX/L5zs3MOcZ/wY/lPfzJy2/wxCOPsuKYY/1WJ0d89PFH/FReyPQltsXy9vomvfWfluV9/e5HnHTKKdxxw198tlrQXaSUPPSfx/jnmjUeP3/dbdc9W3cQXdPGb39zoZtnYR9DQ+YiS+YvpHhPvk81OTbzVubsYcq49IAJxkAN1U/PmExp0T639ndVH+VOuc6UVbOvlKmT/GOwO3f2bCpzC93OeuAs5jkAVz1wJ4W7c3W5not35rFo7ryAD8ZAJRoPDxpES2OT145RXVbBhNTAyuXpKgvmzae7qp7aSv+tEjW/h5eetIKyon0sXexbHY+rzMueR03eXrsrBH2ZW9ayvIKdOSyYMTvggzFQz5ajlh1G8Z58Vpx/hk912gA9PT3s37KLI5b656XECMiskJGRwYjEkbz2+FM+0+TY0giU7NjD4gAQ81syedIk6va5Z7jpqj7KnXIdldXd3U1DSQXp6eluH88TRo8eTXz4YKpK9dE22cI8B+Caa28hZWK6x+3c2d5BY3EZ06cFrt2FOUIIxienUK2TjswazZU1JI/1fyoaTwgNDWXF8sPJ+cl/WjLze/iFBx5m/PjxDB7smywL7hITE8OMiVPI277L5ja+zC1rXt47T69l2IjhLFoQeM8QW0ycOJHEUaN45eH/+kynbaIkv4jRsUP9llbKCMisEBwczN1//ztfvfORzzQ51z103yG6tZ0//8pgGcT48eP1OC1dSUlJoaO2wSV3ZROu6qPs0Us31t7B+jdt68bMt73m+LMYHBzit85eCMHiufPY66KA1Z4PljWthClv5Z4tO9j05dcU7Mzx2LenKGcP0ydMCvgHpTnjklOp8VJeSyklTRXVAWv94Qpz58xF1DZTXV7hl+Mf6BumLWb7tz/x+uuv+6UerrJs0SLKduTS09Nj9Xt7GjDz7yw9zWx5LF51zEpOTM3ipNQsrjp2pU2N85dvvMdlV14REGa6ziKE4MEHH3RZp23ZD15w0yqXNc13XnwlGanj/Dbyb2jIbFBXV8ff1vyDJeed2su/yFuaHPOyD+gnXnqdF55+hqV+EBc6w1PPP0tjQgSpmf5Lm+OKTsB82yduu4/irbvYsWOHj2t8kObmZm65/24WnnMyoeHOJaN2NTelN/zJvn7lbS455ayAfFGwRUFBAU+8+TILTl2he9lN9Q1se+dz7vrLLX1iCtcR333/Pe9t+obs4/XJ3ecOmz7dwKKUSRxxeGBZXdhCSsmaxx4hPCOJMeNS3C7HWY/FmooqjjlXebJ9+MI64ocPO2Q7KSVfr3uHS04+028zAe7S0dHBrff9nWknHsGQWOfkOu72dab95h1zGK/e+zD1VTX8+OOPnp6CTQwNmRvExsYyOXU8Rbv39PrcW5oc87LDIiI48oxTKNtbzKyZszwu11vMmDKNykL3dGR64YpOwLRtaHg4GRMmkpeX58OaHsrgwYOZkTGFwl25Tu/jam5KvfUp1eUVRMpBjBs3zqNyfM2oUaNoqa5zOjWaK1SXlTMuOaVfBGMAs2fNQtS3UFPhm5RTljTW1dO6v4KFfWiazWSBsW/rTo/KcdZjsc4s52etRc5PE5X7S4kJCu1TL04mQkNDWZ69gHwX2tPdvs60X2lOAX++5k/8+uuv7lbbY4yAzA6L5y2gbFfvh7Y3NDmWZbe3tvLimsdITkkhKirK8Y5+YuLEiTSVVtHZ0em3OriiEzBtW1K4l5zNWwLCL2rRvHmU7drjtLjf1dyUeutTCrftYtm8+X0u+AgLCyNx6DDqqvQXrNeUVTE+uW8kFHeGkJAQjl1+BLk/bvbL8XM2/sqRC5cSERHhl+O7y+TJkxnU0umRCbGzHouxZjk/4yxyfpoo2LKDwxct7XP3qonsudlU5xY5/Xxxt69LmzSRt/77HDX5xfz0409+fS4YAZkd0tPTCe3s6XWD9dLkrP+aPVt38PS9a+ho73BbR7b1+584I3MeOb9u45n71nDW1EVs+nwDT/7vf3qdileIiIhgUtp4SgoK7W6nR+5JW9uZ6wTWv/keHe29c8pddexKTkrN4sTULJobm1j/5ntcceSpFO3JDwi/qJSUFOJDB1NefGjmA3Csi7jgplV0tHfw9L1rOCNzPuvffM+mPsVT7Vh7ayuNRaXMnmV1tD3gGZ+cSrUTiyhczRvYVl3L2H6gHzNnzuzZyLpm3TIcOEtTfQPNxeV9anTMRHBwMIctXEz+lkNlEM5eU87m+o2Kieb5Bx7m+dUPU1VWfsjzp6m+gc7KembOmKHfCfqY2NhYpqdnULTbuRkEd73aOjo6+OzVt3nsH//k7bff9utzwQjI7BAUFMSyeQsp2HZw9cwz96zhrKsvZd3O70kYOZyhiSNZt+M7lp1yHKuvvMGt49x58ZVMyZ7N8z+vZ9bSRQwaNIgrrr6KJT5O2+AOc6bPoNyB6/zqK29gwYojWfvrVyxYcaTVdnJmG2vbPXPPGla/9QKv52wkNDSUZaccd+C7Oy++kqa6es699nLOu/Zy2lvbCAkN5apbbmTDhg2kpfnfpkAIweELF7N3q/XhdXvnu/qtF3jmnjUsO+U41u34jgtuXEVoaCgjkw4GByOTxvTa3vw7V8nfvps5U7P6lJjfnLTkFBqcSDTu7LUIarVuc3Udo0aN0rOqfickJIRjli5nz89bfXrc3F+2cti8hX1udMzE3NlzaNxbRltLS6/Pnb2mnLlfRyaN4d8frmPCtClceNM1rNvx/SHPn/ytO1g6dx6hoaH6nqCPWTx/AaXbc52aQXClrzP/eyw9aQWyu5uioiJ++OEHvz4XjIDMAbNnzqK+aP+BYVPzeeraqmrqdPDQamtpZdUDdxIdH8eqB+6kva2NpfMW9omh5kmTJtFcWm13taUeuSed2c7yu7aWVmrNtBZ1VdUU7NjFiJg4hg0b5vnJ60RWVhbtFTVWnfudzcnpbb+8np4eynfmsWRB4CagdsTo0aNpqXLsRO9Km9ZVVjFq2HDCwpxblNGXmDtnLh3lNTTU1vnkeK3NLdTn72fxwkU+OZ43iIyMZP6MmeRZaJ+8cZ/aKrOzo5OqnCIWzLNtVNtXSEtLI0qEUKPzql/ztpu1bCGVZeUB8VJlBGQOiI6OZtr4iezNUeJ+83nquKEJxOrgoRUeGcGaa2+hoaaWB675CyEhIX1mqDk8PJysjEz25ebb3EaP3JPObGf5XXhkBHFmWovYoQmMGDOaBbPmeH7iOhIaGsrSufPJszLV4WxOTm/75RXnFZA8dERAdFruMmzYMGRbJ+2trXa3c6VNq8sqGJeconNNA4OwsDCOWLjEZ6NkezZvY/GsuQGtm3WGxfMXUrErv9cCEm/cp7bKLNyZQ9aEST7Pw+gNhBAsnTefwu36vmiat91b/3mGjIkZupbvLkZA5gQLs+cfEPf38tCKjSEqJtpjfc4tTz7Eth82ct7MZWz/fhPX33Rjn3BVNjFv9hwqcgpsfu+sLsKZ+X9n/XxMOeWiYmN44YFHeP6BR4iKHsJRxx9L1vQsj89ZbxbOX0BVTuEhAlZH7aKnRswe+7bs4rBFgT+Fbo+goCBSxoylusz+27YrbdpQUU1aUorONQ0c5s+bR0NR6SFTcHrT2dFJZU4BSxb13dExEyNGjGB84hiK9xx8SfXGfWqtTCklpdtzWNqHRxktmTVzFvVFJXYzIbhKL7+7H39m3bp1upXtCYYPmRP09PRouRuziR8+jLK9xay+8gbyd+4mbdJErnvoPqe0OY72k1Ly1ctvcfmZvyElJcWLZ6Qv3d3d3Hrv38k8bhnRcbE2t3O33fSiYGcOEWUNXHLhxT47pis8++ILVETCxBlTdS/bk7avLiun6MuN3HLdDQGfnNgRH338MT/XFDNlvj4LEza8+AbXXXwpI0aM0KW8QOSNt95iV2s1U+bPZuv3P3HnxVfS1tJKeGQEtzz5EFPneT7ivPuXrQxvgd+cc64ONfY/u3bt4un332Dhacf59LilRfuo+yWnT+SYdYUnn3uGxoQI0ibrO5K1a9MWkmQ4Z552uq7l2sPwIfOQoKAglmTPp2i7clV3RfRrjqP9qssqiBkUTnJysu7n4E2Cg4NZOGuOw2Fld9tNL0p35bFgTrZPj+kKyxcvoXR7jk23b0/wpO3zN+/g8IWL+3wwBpCclERzVY0uZbW3tiLbOgNKj+gNlixaROWufLo6O3stQJqSrZzNPaWnp4eSbbtZHuA5K11hwoQJhHdKn2c82Lt1F4ctXNyvgjGAebPmUG5nFsZdKnMLmBtAXp99v4f1EbNmzKS2oJiuzk6PDehs7Ve0YzdL+kjCZkuy58ylKrfIrvGmrwTo1miorUM0tZGRERhaAWuMHTuW5IQRFOfp3/G42/ZN9Q20lVUxZ3Zg6e7cZfTo0TRX1uiS1L26rIKUMWP7RaBqj4SEBDJTx1G0e88hC5DaWuzr8ZyhJL+IsfHDGTt2rA61DQyCgoI4bMEiCrfazm+pN031DXRVNzCtj+SYdYUJEybQ09hCU32DbmXWVlQRSXBAzUb1755ER2JiYpicNp59ufkeGdDZ2q+zvYP6ohJmzpjprVPwKgkJCYwfPZb9doIJXwnQrVGwbReL52QTHBzss2O6wxFLlrH3V8/cvq3hbtvv+XU7y7IX9JtVhEOGDCE6YjCNdfUel1VTVkl6PzKEtceyhYsp2Z5LmNkCpDXX3kJ4pOf2FPu27eawhYt1qGVgMXvWbBr3ljlcRKIX+Vof19etLqwxaNAgsqfNZG+OftlV9uXkMX/GrIAaADECMhdYMCebst35bgk0y/YW2zXw3Jubx/T0jD69wmjJvAUUbz9o4udusldLXDWWveqYlVx17MoD2xfnFVCdW0T2nLm6nau3yMjIIEoGU7m/1Knt9TSctKSjrZ3avL0snN/3TDrtMT45xaGw3xmaq2pITkrSoUaBz7hx44gODuWq+24/sABp2w8bueXJhzwqt766BtHUxuTJk3WqaeAQGRnJnKnTKdiR4/Q+B+7n9FmckTmPU9JnOWVO3N3VRVVOIfPmBq4kw1MS4uJ48E83O23YbA8pJdX5+wJugZcRkLnAxIkT6WlsISom2mWzzdVX3mDXwLM8p4B5swM/YLBHZmYmwS0d1FYq801HpqbOispdNZZtqm+gqa7+wPb3/vFaJqeNJz4+Xtfz9QZBQUEctWQ5+Zu3O7W9noaTluRt28HcKVnExDiX3LevkJaUQl25Z3kapZQ0VdYwevRonWoV2AghWDZvIRFhEbyy43veLvyVV3Z877Ggv2D7bpbOncegQYN0qmlgsTB7HuW78pyeIjfdzykZE5iSPZvUSROc0nzuzc0nIzmVhIQEPaodkPz5z38mc3Im//niHY81yFWl5QyLimb48OE61tBzjIDMBYKDg1kwYw6FLrzxmLCn4WmorUM0t5Oenq5ndX1OcHAwy+ctpEDz09JLM+aqsWxdVTW1mmHvivPPYH9eIUsX9J1l4DNnzKC7poGGGn1NTF2hu6uLsu17+pXQ2sSYMWNorarzqIzGunqiwyMZMmSIPpXqA8zIyqKpuIyOtnZdyuvu6qJmz94+m4rLGcaMGcOIqFinR3NM93Ph7lxWPXAnhbtynbqvS3bksmRe/xrJtmTz5s1c+rtLKN9X4nFft39PAXOzZgbUdCUYAZnLzJ09m6o9RS6Lgu1peAp35LBw1pyA1zc5Q/bcudQXldDe1qabZsxVY9nYoQnEaYa9rzz8XxJHjWL8+PGenprPCAkJ4YgFS9jzyzaH23pLl1e4K5dJSWn90s5h1KhRtNbW093V5XYZ/dkQ1haDBw8mK2MKhbtcfyG1RnFeAROTU/vEyLW7CCFYNn8h+5x8iTfdzykT01lz7S2kZKQ7vK/rqqoJaeti4kTfaXL9QVZWFps2bqJyT6FHfZ2UkrqiEqZkBt40uRGQuciIESMYFhVNRXFJr88daXlsaXiklFTn7WVWHxXzWxIVFUXqiFH86fizyduxi5cefJyzpy06kAjbls7Lni7MshxbxrLr33yPlZPmUVVaRlVpOSsz57HhzQ948MEHA+5NyBHzsrNp3FtKa7N9Q07TdXXWtEW89ODj5O/YpYu+onjrLg5fstTtMgKZkJAQRg0fcWBq3YQrScXrKqoY148NYW2xYO5cKnILD/nc1YTsAKW781kYwDY0ejFt2jTKdu7hTyec7bTWs3BXDtt+2EjBzhyHms/C7btZMnd+v1/tu3btWt5//33+dfMdPH3vmkMSqjt7DdZWVhEbFhlw05VgBGQuI4Rg4ey5FFus9nCk5bGl4akoLmFEdCwjR4702Tl4m6f++z9SUlN54ZcvOevqS0nLzDiQCNuWzsueLuylLV/3KsdWwt3Q0FCGJo7kvOuu4LzrriB++HCCBRx/nG/NGfVg8ODBLJo5lz2/2teSma6rcZkZnHX1pazd8rXH+oqSgiISo+JITe2/KwjHJaVQXVbe6zNXvNpaq2r7lU2Ds6SmphLa0UN9dW8vN1d97lqamumobghoGxq9CAsLY/0HH5M+fYrzWs/cTbyy43veyN1kV/PZ3dVFTf4+5szuv9O+JtLS0ggPD+e835zPXS88cUhCdWevwZK8QmZNnRaQL+k+D8iEEGOFEF8IIXYKIbYLIa7WPo8XQnwihMjV/o/zdd2cZfq06dQXldLVeTDNjbtanuKcPBbM6ttifku2b9/O6aecQvne/b3awpbOy9OE4+bb11kkE6+qqOyzy8AXL1xI5e78Q9IpWUNPLVnRrzs5csmygOyw9CI1KZnGyt5BhbNt2N3dTUtNPYmJib6oakARFBTE/Jmz2btrT6/PXb3+9u7OY87U6YSEhHizugHD3qK9pI8bT2h4uK5az317CshITusXeSudYfPmzfxp1TU0V9Ye0o7OXoN1+8rIzJjkqyq7hD9GyLqAa6WUk4B5wOVCiEzgRuAzKWU68Jn2e0ASHR1N+thkSov2HfjMHS1Pd1cX9UWlTO9nRn5ZWVnsL9xL/k+/8u4zLx1oC1s6L08TjptvH6slE3/t8acYPHhwnzZJTEhIICt9EgU7HHfeemnJqssrCGvv7pc2BOaMHj2alqreiyacbcO6qmoShw7rs4G+p8zMmkF1/r5eOlpXr7+q/CJm9xOZhjNkZWWRs+lX9ud7pn+ypCxnYEz7msjKyuLDDz+ksbSSt598sVc7OnMNtjQ1I5vbAnZ02+cBmZSyVEr5s/ZzI7ATGA2cBDyjbfYMcLKv6+YKc7NmUran8MDv7vg8lRYVkzZ6LNHR0V6sqe9Zu3Yt69ev5+E77uXLN98/oB0z14JFxUQTFRujS8Jx8+2jYqJ5/oFHeOnB/xAfH88rr7zirdP0CcsXL6F0226H6ZRcbSuT3uIUze/oVM3vaNMnX3LEoiX9YoGJPYYNG0ZPa0evFYPOtmFNWcWA1I+ZGDFiBHERg6mpOGgd4sr111TfQHBbV0A5pHubtWvXUpSXzxVHnea01tORJqq5oZGumsYBMe1rYu3atbz55ps8vvpfbHjng17Xma1r0Lwdrz/1fEbEJgRs/+bX5OJCiBRgAzAF2CuljDX7rlZKaXfa0lfJxa3R0tLCX++9i8XnnUpImHtvyhs/Ws9xWfOYO7d/TVma2LJlCy9+9j5vPPMCC1YcyXG/OZP3nn2Zb9//hNVvveC143Z1dvLV82/wlytWMXToUK8dxxdIKVnz2COETxzLmPH6abquO+lcFqw4kq/f+4jYhATqqqqZe8QyPn/lTQr25BEeHq7bsQKVfz/xGBGTkl1OcL/pky85Pms+sweAbscWn3z6KT+W5zNt0TyX992xcTMTBsVwykkneaFmgUtjYyPpGRM5+ryVnHDROQ77QtM9aqvf3PHjz0wIjRtw7Qjw7bff8snuzcw8zLGdkXk7/uevd1OWk8/WrVt9UEvrBGRycSFEFPAasEpK6XSCKiHE74UQG4UQGysrPTN39ITIyEgyx6Wzv6DIrf27Ojtp2F/Wr6eGpkyZQkSnJH+Hb3NY5m3bxfT0jD4fjIFaRHLE4qUUbdE3ndIBv6Ndmt/R7lzGT5lEVXnFgAjGAMYnuefY31pdx6hRo7xQo77D1ClTqC0scSsnaG1hMdOnTvVCrQKbIUOGUF1RyfSF2U71hfY0UVJKqvYUMXvmwJn2NWfcuHE0lTr3/De1Y2h4OBMmTiQnRx/bFm/gl4BMCBGCCsZekFK+rn1cLoRI1L5PBKz2lFLKJ6SUs6WUs4cNG+abCttg1tTpVBbsc7yhFcqKikkfm8LgwYN1rlXgEBQUxNFLD2P4qESf5bDs7u6mZOtujli23GvH8DWTJ08mrKO71xSRpxzwO8pQfkfJE8bz+do3+rTmzlWSxoylxUWD2M6OTjqaWvqlP5srjBgxgsGDQg5ZbemIlqZmZFMbycnJXqpZYJORkcF7T73oVF9oTxNVU1HJkOAwxoxxbXS3vzB8+HBCenAq2bipHcv2FZO3ZTtZWVner6Cb+GOVpQD+B+yUUv7T7Ku3gQu0ny8A3vJ13VwlIyODxpKKXqstnaUsfy+zpk73Qq0Ci1kzZ3LiqSez4e0POHv6Yta/8R4dHR1WdRHueBlZsnf3HtJHje1XKW2CgoI4fMFiCnQcJTPpLQp2Kr+jwl05lOQXsm7dOt2OEeiMGjWK5mrH2RDMqa2oZMzIUQGrQfEVQghmZk6jpGCvS/uVFBQxdWLmgG2/devWsePHXzh7mmOtnT1dXnFOPgtmzenXK6HtIYQgc/wEyvftP+Q7WzmULzvsZPJzclm7dq0fauwc/hghWwicDxwmhNis/VsB3AscKYTIBY7Ufg9oIiMjmZCc2mu1pTN0d3fTUFxKZmaml2oWOISEhHDGSadw3tWX8XrORkLDQll28nFWvWJc9TKyRErJ3l93cNSyw/Q+Db8ze9ZsGveW0dZi3yjWWUx+R2/kbuLl7d9xzZ238Omnn5KWlqZL+X2BuLg4grt6XGrTmooqxo0dmKM7lkyeNIm6vSWONzSjem8J0/uxTMMRGRkZ3L96Nfe//qzDnLK2vCullNQUFPe71fmuMnHceOpKD51Is5VD+aYH7+P1118P6D7OH6ssv5ZSCinlNClllvbvfSlltZTycClluva/a2PhfmLG5KlUFLo2klNZUsrY4YkDJg/e/Ox5tJRU0FTfYFcX4amX1v68QhKj4gL6hnOXyMhI5mXNIH/bLt3LLi/eT0J41IBa9QbqLTt5zFhqXEg03lRVQ9IAnSayJCUlhfa6RqdzW3Z3d9NcVsW4ceO8XLPAZtb06VTmuTayaE5VSRnDh8Tgb8mOv0lJSaGprOqQz609R6SUNJVXBXwfZzj1e8jEiROp31fmkri1rGAfMyZP8WKtAovw8HAOm7eQPZu32dVFeOKlJaWkcPN2jll+eL8dxl+YPZ+K3QUOLTBcZe/2HJbNX9Rv280eaWPGUlNxaKdui9bq+gEv6DcxaNAgJqSkUV586LSRNapLyxk9fCSRkZFerllgk56eTmdto9uj3fv3FJCdNTDF/OYMHTqUQVLZf5hj7TlSV1VD/JBYoqKi/FRb5zACMg+Ji4tjeEysS6u16veVkjFx4HjHACxasJC6/GKu+sffbOoi3PFyM1FRXEI0g5g0KTAdmPVg1KhRjI5LoLTQ/bdrS1qammkrrWJGAAtdvcmY0WNora53atvOjk46m1sG/MiEOVMmTqJqX6lT25bvLWbqhIHV71kjJCSEaRMnsT/f9RX6Ukrq9pYyOQATY/saIQQTUtIOSYFm7TlSVVrGhD6QCm6QvyvQH5iROYVfivYxNNHxyqvGunrCCe5XuSudYciQIczPmkluTb1N3x2TZsIdCjZv55Slh/X7BLvL5i/i9e8+Z3Raii7lFe7Yxfys2YSFhelSXl8jMTGRlpo6p7atq6pm9IiRA1aQbo3x48bx9lefObVtY1kV6dn9T9/pDllTpvLylx8zboprL5A1FZXEhQ82Xgo0xiWn8mXhTpImjD/wmbXnyP7deSzJmu/r6rlM/356+YgJ6RNoKHFuhKysaB9TJ04akNNDyxYtoXJnnlO5GV2htrIa6lsCejmzXkyZMoX2ynpampo9LktKSUVOIfP6qTGxMyQkJCDbO53SQdVVVpEyOjBTrviL4cOHQ1unw+m3rs5O2qrrB6xNgyUTJkygpaKGzvYOl/YryStidoAmxvYHyUlJtFY5lpu3VNUGbLokc4yATAeSkpJor21wqlOv3V9O5gTv+XAFMkOHDmV6eoZTuRldIe+XbRy5eCmDBvX/Ad/Q0FDmZc2kUIc2LC/ez4io2AGZJNuEEIKxiaOoq6p2uG1jdS1jR/UfOxU9NAOV3wAANt9JREFUCAoKIj01jYr99qctq8sqSBo1esDm/7QkLCyM9OQUyva5tiCsvriUzEn9f3W+s6gR7nq6u7ttbtPR1k53S3ufGFU0AjIdMIlbK4rtLwHv6emhsbSS1D4wl+0tnM3N6CwtTc20lFSQPWfgjPJkz55DZU6BWy7p5hTv3MOiufMG/Nt28qgx1FY6Fva31TYMOKmBM0xMG0+NFfsBcypLyshIG9irKy3JypxCRZHzAVlLYxO0dhijjGaEhYUxPC6BBjt+grWVVYxNHNUn5CyBX8M+wqTxE6gqKbO7TW1lFcPj4gN+pYc3GTt2LKPjhlHihqDVGnm/bmfRzLlEREToUl5fYPTo0cRHRFFVWu54Yxt0tnfQWFxO1vT+b07siLGjR9NcXWd3GyklrbUNA96h3xpJY8fSWmXfYLelspbkJMO/zZwJEybQUFzu9ItVadE+pk7I7BOBhS9JS0q2m8WkpqKStD7iHWj8ZXUiLTWV5nL7b9mVxaVkjpvgoxoFJnrmZuzq7KQyp4DFCxfqULO+gxCCBbPmULw7z+0yivMKmDwufcBbEIDSQbXVNdrdpqm+gZioIQMmz6crJCYm0lxdZ3PaSEpJU2VNv8qeoQfx8fHEhEc6nX6qtriMKRnGKlVLkkePoaHStuSguaquz3gHGgGZTowaNYrOhma7OrLG8irG90PTUlfJzMwkpLVTifE9oGj3HqakpRMfH69TzfoO06dNp7ag2K52wh7lewrJnjlb51r1TYYPH05rXYPdkYq6qmrGJhr+Y9YICwsjcegwmzq85oZGIkNCiY6O9nHNAhshBFMmZFC217GPm5SShtKKfml67SkjR460+0LVVlvfZ0a2jYBMJ4KDg0kZk0R1uXUthZSSxvLqPrHSw9sEBwezfMEiCrbscLsMKSUl23NZumCRjjXrO8TFxZGSOJpyN/J9trW00FHdwMSJA3NxiSXh4eHEDI6ym6i4vqqWJEPQb5OUMUnU2XjBqqusJnVs0oDXKlojw8kV+rWVVQwdEmsEtVYYMWIELTX1Vl+ouru6aG9s7hOCfjACMl1JT06l2oa4tbmhkcGhYcYNpTF39hzqi0qcTrtiSVVJGUOCQgZ0GpY502dQmue6Fq84r5DpGZMJCQnxQq36JqNHJlJvRxjcVtfAyOF94y3bHySNGk2DDfuBuspqI5i1QUpKCo3lVQ4XOVXsK2FyuvECZY3BgwczOCz8EMd+gIaaOobHD+0zK/D7Ri37CMlJSXyy+Qd2hR76oKuvrmF8corxlqgRFRXFjIwpFO3OJX2662mk9u7I4YgBmu7HxOTMTNZ99C7d3d0umZVWFezj6MOP82LN+h5jRyby+fYtNkfJGsqr+sxbtj9ITEyk9ouP2PXzlkO+qyraz+ip2X6oVeAzePBghsXEUVdVTfxw29dXY3kV4xfP8GHN+hajRoykobaOqJjeAx71NbWM7kMro42ATEfS0tI4Yvocuq297YyKY4qR7qIXC+bO5YnX17ockHW0tdOwr4wZZ2d5p2J9hJiYGJKGj6SiuITEZOemwtvb2mirqmP8+PGONx5AzMiaYf2+1Zg2b7EyQTWwypgxYzh69ny6rGgaJ0+LH9BWP47IGDee/OJSmwGZlJLGsiqSkpJ8XLO+w5gRieRU1zIqpXcbNdbUkTkyxT+VcgMjINORsLAwjj3mWH9Xo8+QlpZGpAympqLS7tuhJUU5e8iamMngwYO9WLu+wcwp09hQuNPpgKy0cB+Tx08wDDotGDlyJMevMEYN3SUkJIRjjj7G39Xok4xPTWPL9+ttft9YW0fM4MGG3MUOo0aO5Ndt+w75vL2+kRFT+47UwNCQGfgNIQQLZ89l3649Lu1XmVvIvNlzvFSrvkXGxAzq95U57WVUVbSfaZOMkVoDg0Bh9OjRNFfatr6oKi1nfJIxwmiPhIQE2huaDvm8raGJhIQEP9TIPYwRMgO/MmN6Fu9/9QU9i7KdMjxsqm+AlvYBLeY3Z/jw4UQGDaJgx27CIx2b4zbsL2PCWQPbC8/AIJBISEggqKuHvTl7GGRloU1pwV7mzFjgh5r1HeLj42mzCMiklLQ1NPUpWyQjIDPwKwkJCYwZOpzyffudmnbbuzuX7GkzXRKx92eEEJx41LH8vPVX4NA3REsOn7fYmPowMAgghBAcvXQ5eUWFVr9PHzLUsKhxQExMDD3tHXR2dBKiLaprbWpmcEQEYWFhfq6d8xgBmYHfyZ4xm093/eJUQFZdUMyMMw/zQa36DrNnzWL2rFn+roaBgYGbHL78MA73dyX6MEIIhsUn0NzQQOxQNUXZVN/A8Pihfq6ZaxgaMgO/kzlpEnV7Sx168TTW1TOoo8cw1zUwMDAw6MXQ+IReXmTNDY0Mi+87+jEwRsgMAoC4uDgS4xMozisgbpjtN5qCHTnMnjLdSK5rYGBgYNCL4fFD2VFeSXR8HAC1ldVkjOpbWmMjIDMICA5btIR3P/2YSjvbDAoOZu6ZR/usTgYGBgYGfYO0lBQ2f7idnL0qW45AkDIv2c+1cg3h7HL5QGT27Nly48aN/q6GgYGBgYGBgYFDhBCbpJSzrX1nzP0YGBgYGBgYGPgZIyAzMDAwMDAwMPAzRkBmYGBgYGBgYOBnjIDMwMDAwMDAwMDPGAGZgYGBgYGBgYGfMQIyAwMDAwMDAwM/YwRkBgYGBgYGBgZ+xgjIDAwMDAwMDAz8jBGQGRgYGBgYGBj4GSMgMzAwMDAwMDDwM0ZAZmBgYGBgYGDgZ4yAzMDAwMDAwMDAzxgBmYGBgYGBgYGBnzECMgMDAwMDAwMDP2MEZAYGBgYGBgYGfkZIKf1dB7cRQlQCRf6uhx2GAlX+rkQfxmg/zzDaz32MtvMMo/08w2g/9wn0tkuWUg6z9kWfDsgCHSHERinlbH/Xo69itJ9nGO3nPkbbeYbRfp5htJ/79OW2M6YsDQwMDAwMDAz8jBGQGRgYGBgYGBj4GSMg8y5P+LsCfRyj/TzDaD/3MdrOM4z28wyj/dynz7adoSEzMDAwMDAwMPAzxgiZgYGBgYGBgYGfMQIyAwMDAwMDAwM/YwRkfRyhyPB3PfoiQohEIUSEv+sxkBBCRAohQrWfhb/r0x8QQgwSQoz2dz36EkKIYH/XIRAw2sEztOevbv2YEZD1caQSAZ4rhDhKCHGMEGK+v+vUFxBCJABLgCwhxIlCiKH+rlN/RwgxDFgKDBdCjPR3ffoRY4DjhBBjhRDp/q5MICOECAKQUnZrvw/IQNZKO4zxb436HkIIITWEEJnac2Sw6Tt3yjQCsj6IFpSb/+22A28CpwM5fqlUH8C83aSU1UA68ApwPiCNERvvYHoLl1JWAjOAZ4DngXSjzd3Dog9oAOYC3wDnGW1qGyllD4AQYo4Q4l3gKSHEdIv+tN9j1g6zhBBvo9phhjFi5hizZ4jURvz/CNwDnAH825OyB+lQPwMfo42KSSFEKtAO/AisBb7XAg0DK5i12zCgEVgHZAFPGO3mPUxv4RpbgTOBm6SUxsuDGwghgrQHqhRCjJRSlgkhaoAvgee0B4VpmwGPECLYbCRIAFejAth7gZHAqUATkOe3SvoA83bQfr8CWAg8AMRzsB1y/VPDwMZ0T1ncVyuAm4F0KWWLEGKDEGKmlPJnd+7BAfVW0Jcxf4PTNCM3Ae8BfwBORnUy5wohIrVtYvxRz0DD8s1XCHEL8CHwOBAO/B1YJIRI8kP1+iWWugohxBFCiHeEELcCXwB/RY2OjfBbJfswUsoeIUSE1p4fCiF+DzwIvIoa7cUIxg4ipezW2itbeynbqn21B3gb6AJmCyGi/FZJH6C1Q5gQYp72kXk7vIN6uZ8lhBjilwoGKKa+zGxU8WghxH+EELOklK8C24ATtM3/gwr03boHjYCsj2B2MSwEjkYlT52Keps5H0gAXgYeF0K8DEzyU1UDCrN2myuEOA0ok1LOAkqBB6WUvwBtwFVCiNeFEEa7eYCFriJeCHEkair9RiAaWI0KiBOBE4QQfxNCJPuxygGPlZeKicCTgACORfUDU4D9qFGzZ4QQV/m8ogGClfY6FfgOOF0I8bqU8jOgGFgupewAvgbmAP3qJdZKO5wEfI/WDsBXQCGwTErZhRphnQPE+ramgYs2qijNfr8duBj1Ynm+1r/9GbgUQEr5ArBHCJHo1vEMY9jARIvKhVlAMQq4HogErgV6UKM7EUAJkCWlPEUIsQQol1Lu9k/N/YuVdksE/gHsBp4DKlDz/EHAbFRQ9j8tWCuUUm7yT837NubD82bTQqOB14HNwLnav6nAUaiA+I9ApZTyIX/UOdARQgzSHpSm3+cDNaiXsP8AP0op/08IcQIqIHsbNcpxKfCwlLLQ97X2LxbXYaaUcocQ4kLgfVTf+TlqBOMD1MvBX6WUe4QQCf1JtmDRDpOklDu1dvgQJVVaD/wLdX8+CNwipdwthBgqpazyU7UDAitTu2HA74F3gU7U8/ZPqBfNPcAlwGPALinlvZ4c2xghC1C0QYYeIcQorSOeg3rAvSmlbATigInATSjtQ7cQYpSUcoN2Yw1IYa9Zu8UKIeaiRmIOB/6tPaAmA01SyotRw/SnaaM6rxnBmHto7Wfq/EeiVq/eAPxdSvkdkARMk1IuB/4PuFtKWQrcZgRjh6LN+J6JGlU0WYU8jbrXrwHOBp4Fpgkh4lHShaHAOCnlHinldVLKwoHSBwghorQXKtN07lAhxMPAE0Ktnn4Otbr3YeA21LXZDHxiKqM/BGNCiMFCiJVwoB0ShBD/Bv6ryQOeAxaggvnbUNdSFyo4RdtvQAdjGv80ySmEEJnABmA4UCGlLAYuR2kPjwdaUMHaZajrC20/t2IrIyALIKwMMV+IeqMbiRpO/gIYJ4SI1i6MXOBTIFJKebqUssS0r/kwa3/H8sEjhLgS9TaTKqX8GXgJuFL7eh8wRQjxI1AGnDCQ2sobaNOTc4UQL6CEwZuAn4HjtE3igHlCiHVAGOqBaNpPDJTAwRm0kQ2JmlpKFcrGIgookVKeCLSi3sh/Qr2tn6cFw/dJKd+2Uk6/RgixQkrZhLqXTZyAGiVfJKWs0kY7TgT+iVqFngtkSin/K6Xc4/ta64/WDs2okWcTK4AQKeVCKWW5WTs8SO92eGqgzqiYEELECSEuEUJMlFJeDYRqX40CnpRS3qK1L6gFYSmoGao9qEGSFillkzi4AtMtDaexyjIAsBQNap8NQY00LNdGExBC/Ix601sOvIWauoyQUjZo3w+4lVWW5yyECEfp586WUu7TPn4IuFMIMUNK+YsQ4gKg3XgbdA8rQ/qhwFXAe1LKF7XP7gb+IIR4V0r5vRDiT6hr9RPt+wNaM3+cQ6Bidi1PR8kSTgPWAGcJIQ5HWYbcglqQ8jBqQYqQUlZAr3bt9/2A1kderN3z7wghHpFSXo56mG6w2Pxl1KjQFuAMU5/ZHxDK++pCoRYlvGrWDmEofZw5L6MW1WxH9ZF1Pq1s4BKG0rguQ8lbnhZCPIYaQVyIGlVEG3F9H6XZzpdSvmFeiKf3nTFCFgCYHkxCiNlCiMc1oaBADYfOM9u0AKgDBgshQoAuKWWDp1F5X0Ybmp8uhLhSqNVDwcB8oNJss1LUCOMKbZ/9RjDmPvKghUC21kHFAiNMwZjGDyiR+RXaPl+bBWMDYvTGGbQBwiDt5yChVsH9DzgJNQo2FWXN8gBQjnoRewylgyqUUj5r3pb9vV21fg8ATbrxCHCylLITSBJCLEeNgmcJ5TU2XQjxDGom4UQp5ZXmfWZfxaIdmlHB+YnaM2CM9gzZC0zVRq+nCiGeRfWDJ0opL5NS1vX1dvAEIUS06WcpZRmqbRKFEFNQGrE/SCnfBIYJIS4QQtyFWkwzQkr5gCkY03OE3xgh8xNWRhmOQIn2X0Ppxc5Ddbx/EULsQs1b/wq8pV08BxhIgZiVdluEGkF4BjUUfwnwInC/EOJG1I1VBzxlNuRs4AJWRiEzUcau24Bk1BTRPiHE76WUT2gPg1iUaLjLsryBdL3aQ/T2E0sA6qWU7UKIOtT1uk0of7EzpJR/EkLUokZ53pBSvm5WjhgAgVgwcAwwGHhF085J1EP0cCHE+SiN3V0ojd1g1Gq4NJQ3WxtqNXWfnknQAqijUaM5LwshYlEvoV+h2uEilCTgHyij0iHABSgT7OellC3mZfXVdvAUIcSdqGnb54RafRqDMlcvBI6SUv5TCLFDCPEHYCWqzQcDv7MyGq3bvWessvQxVh5uphUwRwCnSikv0z5/E7gdmICaumxCrQg6YHDY3zthcyzPVwgRq73hXY26jtcIIU5ErTA7DtV204B84C9SynZ/1LuvY97upmtX66QGSSkfEULcAIwA7kO9QPSgVrNdL6XcZlmGQW+0t+s/AhehROb/Q01T5kop39BeOG4HHrGcHhloD1Qt6BoFdKOCjR9QXlqfoZzSf4sKWGuklHdrwUp9f7n2TPeREOJcYCxKQ3gGsBE1FfsJqh1+jwpOW6SUdwjlSdk4kK4VWwht5bJ2X12IGsUfh1qd/DNQjRLw79B+3wjMl1KWm5XhtfvOCMh8hJlOzPRwG4NaKSWBp1HTajOBT6Vy+b0XtXS9WAgRKpVfzoB7uFlpt0zUQ2sn8BFq1PAfUsoTtO9fAa6RUu4XQgw2RsXcQ/ReNh+JsggoRy2QGAdcJKVcqX3/FUrMXw9kSCm3+KfWgY02uiHNruURqAdoHWoK8nrUiM8QYDxq5WQiSrOyTirx+oALxEwIZd58BkpH+weUVux61AKe4ag2+ydKz3gHHJA09BpV7+toz44zUXqny7WPr0f1hzEoC5R7gOtQwbzsj+3gChb9WSxqccx5qJGvK1HyoItQAVoIKsXb34CxUnMt0IJhr957xpSljzDrhCegRLlbUJ3wTlQnE4VasfFXIUQrqjNu1i6EDsvAZKBg1m6pqJGDTlTnkwc8gRJg7hBCPI56kHWg3nIwgjH3Meu85qOmO/ajRiMeQI3odAghfosaEduLehvvQF3Xh0wtG/Rq0+lAkFQLTCpQNiwVQojXgCOAj1F+UZcAz0jNjsVsiqTfB2NmD0CBmpK7EWXv8QOQCSRLKb8TQnyNCsY+1j5vkVLebl5WX74OLdohCNUOH6JW4WYCSVLKr7WXouGo4H0a0CGlvMW8rL7cDp5icc9cjBr8uAgV1E6QUn4lhOhABbSvA6Xa9O5ubX9ppRzdGbCCPl8gzBK1CsVvUDqnn1HLZmdJtRJwNzBM+/wB1NvwMVLKWrMLQde56kDG1G7ioNj5etTbShRqSnK4VBYf61DCyxtQHdFnUsrzNL2IgQuYAn6z/xcLJS6/HfUQeFUqW4WfUIaI16D0Y8uAOyyD34Hc+ZsjRK+UZ0FCCYMfAc4RQvwVNdqbKoRIlcqzTQBTpJQ1Usr7pJSbtL5jQIyMC9E7cTOQIpU5bhNwCuql9UfgJCHEaJSNQ5OUskRKeb3p3hd9XKxu0Q7hQJp2TzWgRqPzUe1wvDZidiLQLKUs1dqh1bycgYZ2ywSZ/TxKKC8/pJT/RD1vM1GrTi8WKv3YqUC4lLJOSvmlP+o9IP9YvkIe1Hslap1pAurN5V/AU8AgIcRkVFqPdlSg8a2U8i1tv2AbRfdrzB7mputzGaqzuR1lwHeutt0zqFUxM6SUb0spn/R1XfsDwmzVo9lD/98oF/2jUXk/r9c+fxw1XRItpbxVSnmBHMBGxLYQ1lc+x6CsPxahAouLUK7feai3dlAGxv8zK2dA2IOY+jqL9joWZSQMyromCbXqdAMwBjVCvhOVocBUTp9ecW6j/kcD/9V+fhg1jZ2Fmt4ejWqHPShRur1yBgTmI8lCiHHAEO0FPl4I8Ttts8eBB6SU76JmCpNR2Qoe9VO1AUNDpivi0FQny4FVqHQ9r6PyT56E6lA+RekgRkopbxNCRJjeagY6Qjns3wV8g3oL/Bk1JXG4lLJKqGXsuVLKu4QQUVLT1hi4j1DpQW7nYMLlqcD9UsrZ2vfvoKbPXhVCTJGaYF/7bkBqmpxBqLRGZ6NWR78shPgB5SH2MupBCmqa/TfAf6SybxhwWlETQojFKH/FDahVuv8HfC6lfFEIcTLqxeB0IAPYLjWxdX9rL6FyFl+PWj35T+BR4Dsp5TNCiBWoxQunohZ97ZTayvv+1g6uYH7uWn92Nere+wolt3gPZeI6VwgRgTLGvQjYJKWsMSvHb/2ZEZDpgFDJkW9COfi2mebuhUpb8RTqjeb3qFVog4AjUTqyeCBMSpnjj3r7G6FEzX9B+QbtklK+K5Q3zBMoEXkPqiM6GjUyliKl/INQ4t5xUsov/FT1Po0Q4gy0nIhSyiKhLAQeQ01HbkItmz9O+2yrlPIhIcSxwHhppDqyiUk3p40WhqGcvEegrucLUWacvwL3o7Rit6NGOM6XZnYEAwWL9gIl1xiDap9zUdfoWtQU779QKdDSgMvMAzHo29pa83bQpij/gTrPe1H64lbUc+Q/qHZYhgrE/mgeiEHfbgd3sRZACSFWAWdKKedrz5Q3US89V6HaNhJ4A3hWaivwA+HF0gjIPEQIcR1qaP1l1CjYGpTw9HuUCL0ZWA6skVK+rQ2hnopyNd/hl0oHAEKIS1FvJ0+jNHS/RY2IfQychRpFyEaNyjwvhBiEGqJfKc1SRBk4jxAiGxVsNaI8eOaigq7vUCO5G1B/hzop5RVCiIloImFLjZiBdYRySw+RUtYKIR4BoqSUFwghhqFyBi5BGRQvRL2E/Mds3wExuiF6r3gLAxKlyr35Z+AsKeUsTTf1HerFYALKC2q3lPLffqu4zliM6AxCCfTztWDiYinlNKEMYL9H6edSUO1QoOmgDMwQQixD9Wn/Q624vRb13P1WCPFHoBb1jD4c2COlzNX2C5j7zgjIPEQom4UNUsqHtd8TUVH4B6jh0qGopcmTUUPt96Ly0g1Y0bMQYjhwN/CllPI57bMMlPFjKMr0cA5KqzQBlcT1fqBTGn5ibqEJoP+FGvG6U/tsKSowqEW9NR6BCsh2AiuklK8JITKklLvM3t4DpvPyN9qoYa7U8iEKIS5BjYR9hDKY/BI13XSrlHK7UKlYbpOasaRZOQNiRapQqZ9+lMphH6ESgv8ZJd/olFL+TQjxOfBPbbT8UVQewY0WwUufbi+tHX6SB1PenYKanvwCpTG+XQjxMfC4lPJ1IcRDwAtSpSDrN+3gLtqgxvmooOp57bO/oZ6xn6NWm25EPUeOBW5GvXj+w3xWRVjY0AQChqjfTcTB1St/R610iQeQKu9kLupBdzdKA/UP1BL2/0kp91kM0w84tAfSJ8BwodJUgNIu7UHp7T5FLe1eA9wKvCOlbDKCMfeRUu5HjYDtE0KM1T7ehAq+JMqu4m3UdPpnqAUoSCl3af9biv4HLGb3/nRUAIZQTvtzUVkL9qJGMkyjG08LIZ5HifobzMoxTTP164eqUKl73kWt1r1DCDFH++ow4BzUqMWJQiVSfxj4rxa8JqIWPBxIRK/93CfbS6jUeO+g2uFObcQa1IjNb1CzLCdoL6cPAo9rQelY1DPlQDtogVmfbAdPEEJci0pfVAdcLVReYlBWR9egZlYOA4pRM1UCpUN8w1LiIqXsCbT+zAjIXECYrXqUagWHkFL+itKFXGm26fuoi6JSSvkP4G9SynOkMnwdsHP9FryPsrGYIoSIk2oxxBBgoZRyPapDekRKebyU8ic/1rNPIizsFrQfP0AN5U8RQoRJtRgiHjVV8hxq+rgOlRvwCQysYqYzeROYJpTr9zCU5ulfqGm2G4Ai1MPjF9SIyDnSzJJlIPQBQlkyXAf8IKU8EqULnSk093iUbuxmlJ3NPqlSQr2KWlV9ipSy1lRWX24vIcQoVDv8rLVDOzBb0zc1oDJd/A2llS2UUr6H0s91SClPllJWm8qSGj4/icBgLiq4WoMa8JivPZdnoQLaSJRxcDcqbdtaYIuU8v8g8G1AArpygYLlm5kQIk37KlT7/15gqaYTAW3awtT5Sinztf0GVFJlobysLjf7fZo4uLy9EfgatVoqTttkJGpFjOntxQjE3EAIMQMVFCAO5vxDSpmHGhGbhhKbgwoiyrTvC6SU/5HKpNToG8ywbA+hUnY9jHqY3oRy+o5HBbS/Qwmv70QFIG8Ahw3ENpVSFqNGZvOE8hWLB1KllPVAJSowuRaYCPxHqGT1DwInC7Pkz30dqXSvXwK5Fu3QgJoV6EQFbGnAE0IteFqDGjGLs17qwMHs3rkbOEYIcTRqUUwCyuT1CVS6o40oDdltqMwhW4E2IcRxEPg2IIaGzAW0uf7TgSVSyrHaZyFSyk5NNHgmysAwF/i7lLLKf7X1P0I5kt+BSm67HJiu6SPMRb3XojxgpnAw72SFrTINbCMOrtYahLIK2YIanfknKgA7ARUEn45K1TUNZW9xrZTyZ7NyDJ2YhrC+gmsQ6mF5u1Q2LM+jUkrVoF4wTkUtVLlDSlkvlHD9BNSUcGd/bluLe9uU+3QcagTsCNQLQQhqtLYbNYr4B1Tb3SEPrp48AzWK3txX28tMd2lqh1RUlovDUc8IgZJndAAFqDaqQ7WDafXk6aiFTo19tR3cxVIjZ9aef0XZR92F8vG7DpU+qwo1vVsjpXxN2ycIiO8rz2IjILOBlYvhMJTw8lKUFcM3Usq/mwIybZs7UXqnH7XfB9yDzfIBJtQq1BjUW+A3pge/OJjkdTJqifunUsrP/VLpPo7FQ9DUaT0PzJZSZmifvwbkSClvEkIciZoa+QX14jDgtCiOEGrhSas8KEA3rVB9HzW1+yywXkr5hBDiCFSAdpSUskQoI+hSbb8B0wdoI7NjpJTvaCOztaZzF8pDbD7wV1QqpKUos9f5qOdQtbZdLy/HvoZQljxJUsqvtd9jpZR1Zt+fgFpp+xdUQLYEZeuxCOiWmh9WX28HT7C8Z4QQaVKtPg2TUrZr091vAGdLKcuFEFNRC782Syk/MNuvzy16MAIyC8wvBqGSkA6XUuYIlfZonpTyMk0X8a32e4kwS/5tVo7fPU38hTYkf6SU8i2hVp3ejvIS+wOwTSqBuYHOaMPyZ6CChW+BV1DO758IMwNdbQo+yizY6HMdlzcRQoxHvXi9i5puuw61SOf/UNMjQShPqA9Q05MnoUYar5FSFmhlDBitqBMjsyeipAino0T670sp64QQ06RZIvr+0GcKIY5CGZKeiOrzslGJvju1NopGrcIvAD6QUtb0x3bQAwczUpeijMJX+rWSOjPgNA22sOxAhRDnolb63SyE+BPwDjBCCDFO00XkAH/Sdu+0Us6AuKFMc/um8xZq1cvHwJlau0Vov3egpshuFkKsFsqGwcBNRG/R/hAhxN9R/m2foXyulqIeBDcJtapygRAiwvTCIaVsFBpGMNYbqWwsClG57kaiptbCpUqzcjdKWByOWshzDiqh9cmmYEwrQ/b3YEwcTM9jMjXtQgVjs6WUD2jn/whKK7UTFaRNBAZr+20xL6+v9pmitzbwC2AbatQ/AjUr0Ka1UZBUmrGf6Yft4AnCIk2gNiP1B9SI6lZtmvIAUsrHgWJttKzfMOBHyLRAQlhMs52MEgWehhI834N6W45F5ZwLR70drwQukAPU4NV8WN3szeU0lBfMdJTb/hPAWyi/oc2oFVRxpikdA9ewmJ4MR017RKKu0RKpNHpzUZkhLkO9NMxHeRp9YKPYAY0d3dNFKM3dRtRqwJeklB8IIS4ETpNSnmAxoj4gRxpdHJkdogUl/QKLv3+KVAa3magpyXTgd1LKrVb2i+5P7eAues1I9RcGfEBmQigPnHOA51EB12Uow9eXtWj9AtT0RBJqZHE/ajXQrQMluDDTJ60BnpZSbhZqxel1KB+Yl4BdKE+d01DTFGNQPkO1wCAp5Ua/VL6PowW670st36kQ4g+oh+B6DianPwV4VEq5RyijxCYp5T8Gsh7FEQ50T+eiUhu9jrrvLwdO1+6B8fKgIexAmp40D16HoDy1klC+gtO1/xtQgusLgEmofqDNrF37la5OKN+wv6JGU/+DCuJXomwsHkatqMxBmbtWm+3Xr9rBFazoxM5FjTjnoF7cn0IlVL9eSpknhPgUpRG7ziKI61fTuwNyylIcuoR9BSoQC0ONgB2GGsmZJpS49wvUqpiJqLn/DFSi0m0DKBgLQgVXoAT6J2s//xPVCe9AjcZkoPzFnkAZZMahVghtNoIx1zG7VpegTIjRpiBnolbzgZqqbEMFw2drnz0KPAcg1eKJAXmv28JsimQr8HehFkFcpH03UijX/Z9RfcIsbbvNqFEPtKD3QCDW3x+sZtOTPUKIcKGSM4ei/NfypJTPonygTkeNKH6MCkaCpZSt5u3Tl9tKqFRGlpwJvIgKTi8AFgCvAetQ19AjqETo1eY79eV2cBdNJRFkEYydjHqpPwel3UwGZqNe8B8WQnyBup6WCiEyLa6lfhOMwQAbIbMSlZ+FEp3uAUZIKZ8UajXVsahptyVAvVTJlc2j8slAvmm0or8jVH6+O1BtdK5QRpjLUEu2F6CC1T+hjDIfRwlaz0clDf+LVJ5DBh4glNB8LSr4ikZpVIKAcajVf7moTmwp8ITUVnYN5LdwawjXV6SegGrXxwfKy5c5A31k1uwaOQuVf9i0EOZ81GrRV1HJv7NRI2JNqFGel1Ejh+FSypf8UvkAxpiRss6AeWsWQixABVgIIUYJIZ4GZqBGusYAg7W3wG2o/JO/oG62V+BAygrTW+L2gRCMCSHGCSHGahqQWiBJCLEE9WYcgjLeOxx14/wOFZCdjxoxO0dKebkRjLmOlRHcVSg9XilqSmQLaoFEE2pq5DCURm+3lPJ+abbM3gjGemMWjB2HSml0OCqtWa5QdiCgdKE3aT+/CzwgzWwsfF1nf2CMzB7AZP59JGr1JEKIdahR0xjUfTdS+/2fqFRvqagX/XeMYMyYkXKFQf6ugDcRQqSgOo3nUZ3G10KITajl6x2ot5c92jD0JSghZjJqzj9Iann8TPS34VEnWAqkCSFeRQl2F6CSfdehlnS/hfISmosyPJyO2eiMgWuYRm9k7wUmMaj2PU9K2SSE2IAS6d+Jegi8A2xHmUnWafsYo2JmONA9rUC9XNwD3CWE2AVMEkKY654aTG06UNrV7Bp8CFgr1CKHaFS6o9voPTIbhJpOipUHjV1N7dUn+0ztmXA5Kp/mDahnyBLtmfIFKoC4X9s8DNUGq7Tf75JSfmVW1oC8Hy2vAYsZqf9YzEh1o0Yaz9RmpP5uNiOVD6wYCIMgff3txSZCWS48jfpDN6KWGFcCE6SUG1BvMlOFEElSLclejXKK/1lKeZoxsgPAM6jk6NejpiZeB5pR7sghwCop5Yeoh9mXUsojpZTr/FXZvo5ZxzVXCPGyEGKF2XV4svb/GuBFKeVXUuVzu0RK+SepfJ0GjLjcGQzdk2sYI7MHNE4RqJRXSUC2UKsmu1GjgckoScYrwIdSygtRmtlnURkvjjYFYwP5fjRmpNyj3wZkqNVR10sp/yGlrJdS7kMNtbcJZcRXBnyEmvdHSlkipXxRSvkYHOqLMhCRUnZLKd8GfkJNRZQCZVLKb1Ei/jQhxAQpZaeU8h1/1rWvYrrOtAdBiFA5Em9CBQeztd/vAq7QHgwTgHwhRKr2BrpX23dAvoVbQwhxmhAiwizA/QPqQXAd6qHwHBAt1ErJH1H6lKullPei7CwGlD2IeeBq9pn5yOyJqEDWNDJbgxqZHY/S1tVp+/SH6dzrUXqmeFSAAEofloAKQPNQKbA2AF1CiI9Qov5GKeU2OHhPD7T7UQiRIoS4USibil3AY0KI51DXyYEZKVTbpaJmpNagRiGDpJS7TCOsMCBnpPpnQCaUP1MrcIoQ4nQhxMfaiNkQlJ/Qrdpc9cdAvRBisGUZcgD6CdlCSvkvVCd8LbBc+/jvwKVSyhy/VawfYHadxWv/D0dZL/wPeAGV47MONQp5ndpFLpMqEbgpafiAmUqzh6F7cg9jZLYXj6FmAW4CfkAlBO9GJY9PBC6XUj6KGsmZCdwkpfyrNFu8MBCfHcaMlD7021WWQohJqDeamcAm1DTbpVLKY4QQTwGjUKlOBqSpq6tobz3Xo7RjmQOx09ED00iW2f+nofSL21EvCHWoKbTXpJTfC5W0fpKU8irR24h3QJqQOoMwVqQ6RBxMdyRQWuLLUCun30XNLtSjNHZPooTXJwLHoKxBCk3XMPSbQOwA2gv9alRg9j5qdPBblA3DcNSCpTyz7Q8xFx9oCCEeAF7WRpxNnyWgZC5XSim3CCFuADKklBdZ2d/oz+jHAZkl2ijYrVLKG4QQcVLKWrPv+pW5nLfQpjFapJZM3cA1LK8zreN/CDUNdKT27xHUy8IsVPAQBQyVAzBHojNYadNVqMAiCJXB4GhUVo3vUVO/v0MFaQem2gYy2kOzAZVvNlFKebFQAv4bUeL9OahcnbullPf5raI+Riirn9dQozyfSCmfEcoCJV5K+YzZdgMmiLeF1o/djLIB2YTKEvIhKhibhjIKvwwV6F8A/FVK2eyf2gY2/TogEyrZbSgqE/zvgF9RurIBnerEwH8IlR7kBNR0SA8qX1s7Sq9zh5TyayHEFOA4YK2Ucq+/6hrIWHuJ0l4YHgN+Lw+uSP0LIFAB7rEM0BWpxsis6wi1AvBWYJrUklsbWMeYkdKHfh2QAQghlqE6nkellN/4tzYGAwkrozcnoUYbOlAri+5DTQNXav8fgwrMVkspK3xf476HUHk7rwWekVK+L4R4EWVk+rwQ4lRgjZQySds2yRTgDpRADIyRWU8QysA0Vkr5k2VQ6++6BTLGjJR7DISArNcbnXExGPgCKw/BsShNzn1Syqe0EYhO1Aq/CSgheg1wt/lD0Oj4D2LontzHGJn1DONedIwxI+U5/T4gM2EEYgbeRtPjjJJSbtV+n4Sa8vgatSrrFGCKNg0UBrwBnCWlbBBCjDMJhY3O3z6G7sk+xsisgb8wZqQ8Y8AEZAYG3kQoM8mTgSyUt10kKvfaf1BmkpegLEM+RKWYikRlPrhMmqUDMV4cDmLonlzHGJk18CfGjJRnDCi/HQMDbyGVk/QPqGmgJah7KwKV7+4M4DOto3oc5X9VgjLdLLUox+i8ONCRH/BZ03RPx6BWcO1ATUOGohz2T9WmIp8H/qXt0yU0+nswJoRIEEJMhQNZCSYJIdYKIS5Hea79E2WIC2o691TgGynlg6gppUuklAUDdTrXQD9M95qwYjZs4Jh+ncvSwMBbWBm9mY/K5wlq9GsXStN0u5RylvaQXCWlXCOEOBNl/tpsPpJjcBAtsIilt+6pDhWQWeqeUoCxmu6p0ayMfh9YaCOzRwFZQgjTyOzNqNWmySjrhuXAh1qAFol6aRgMNJhNkxsjGQa6YVxL7mGMkBkYuIgWRB0YvdE+vhzld3UfagroaNRoTY4Q4h+oVWymrAZPAadpD0EjGMNqHsWTUCM7C4G7gThU4BWPGuEZKYS4H6iQUt43UEXoxsisgUH/wQjIDAycRAhxMhyYDhskhLhICLFU+3ovsElKuR01pTYNlW7lCuA9KeVhUsr3tf0/kFL+1ngIKmzonu4DvpJSXgp8BkxHTbftRiW9Pxp4zCRCN0239XdM52n2/3zU4oYU4AjUCJhpZPYE4BVtZPY1VDB2YGTWD9U3MDCwgxGQGRg4gVDO3ecLIY4VQsxA5fZbCNwhVFqpTuAwbZptOBALpEkpq6WU67UyBnzCehOG7sl1jJFZA4P+jbHK0sDASbQl3VcD44H/SikfFEJchUoZ8hGwGFgJlAG3SbN8dwYHMVakuoYQ4mQp5Zvaz4OA84F8KeWXQoi7gaellDnaCO6RqICsFphqehkwMDAIfIwRMgMD5/kO+BKl10nWPvsvkA2MkVL+B5W25zxzTzG/1DSAMXRPzmOMzBoYDByMgMzAwEmklO2oUZvdwGIhxGFSyhbgZSBc2yYfei37HvBD0IbuyX2klE2oNEe/B54FcqWUv0OtnlyJuvYk8CoquL1VSvmxRRn92vbDwKC/YARkBgaukQO8hxrNuUqbNntDSvm2+UYDYfTGGQzdky4YI7MGBgMAIyAzMHABLdD6EvgfcKcReFnHWJGqH8bIrIHBwGDATQEYGHiKlHI/anTHwApmuqd21AKH36IChwuFEOdyUPdUQW/d08fAeq2MAZPuyElMI7NzUCOz66WUb1huNJADVwODvo6xytLAwE2MnH+2MVak6o8QYjRwHvCplHKTv+tjYGCgL0ZAZmBgoDtCiDBUKqnzgA1Syj8JISJRnmJPSik/FkKkmabatH2MANfAwGDAYmjIDAwMdMfQPXkPQ7BvYNA/MUbIDAwMvIIWaJ2FsrjYAZxqaJwMDAwMrGOI+g0MDLyClhLJtCL1UyMYMzAwMLCNMUJmYGBgYGBgYOBnDA2ZgYGB1zF0TwYGBgb2MUbIDAwMDAwMDAz8jDFCZmBgYGBgYGDgZ4yAzMDAwMDAwMDAzxgBmYGBgYGBgYGBnzECMgODfoAQolsIsVkIsU0IsU5zxXd23ywhxAoXj3eiEOJGG981uVKWxb4XCiFGmf3+XyFEpvbzSiHETiHEF0KI2UKIf7t5jFXm7SOEeF8IEetunZ043jAhxA9CiF+EEIu9dRy90P4GD7u5b6wQ4jK962RgMBAwAjIDg/5Bq5QyS0o5BegALnVmJyHEICALcCkgk1K+LaW81+VaOuZC4EBAJqX8nZRyh/brb4HLpJTLpZQbpZRXuXmMVcCBgExKuUJKWedmWc5wOLBLSjlDSvmVrY2EEMFerIOviAWMgMzAwA2MgMzAoP/xFTBeCHGC2cjMp0KIEQBCiNuFEE8IIT4GngXuAM7URtjOFELkCiGGadsGCSH2CCGGmh/AfBRFCJEqhPhOCPGTEOJOi+3+rH2+RQjxN+2zFG2k6/+EENuFEB8LISKEEKcDs4EXtLpECCHWa6NhtwKLgMeFEP8QQiwTQryrlRclhHhKCLFVO85p2uePCSE2ascwHfsqVMD3hRDiC+2zQtP5CSH+pI0ybhNCrLJXX8tGF0IkCyE+0+rwmRAiSQiRBdwPrDCdk8U+hUKIW4UQXwMrhRBHaW35szbSGaVtd68QYodW9mrts6eFEI8LIb4SQuQIIY7XPg83a49fhBDLzf5mrwshPtT+xveb1eMirYwvgYVmnw8TQrym/Q1/EkIsNLuGntT+PvlauwLcC4zTzvUf1i9PAwMDq0gpjX/GP+NfH/8HNGn/DwLeQiX2juOgtc3vgAe0n28HNgER2u8XAg+blXUbsEr7+SjgNSvHO7AP8DbwG+3ny83qchTwBCBQL3/vAkuAFKALyNK2ewU4T/t5PTDb7DgHfrf4eRnwrvbzfcAas33itP/jtf+DtX2nab8XAkPNti8EhgKzgK3AYCAK2A7MsFdfizZ5B7hA+/li4E1r7WuxTyFwvfbzUGADMFj7/QbgViAelRPU9LeM1f5/GpUvNAhIB4pReUKvBZ7StskA9mqfXwjkAzHa70XAWCBR22YYEAp8Y/a3fRFYpP2cBOw0u4a+BcK0elcDIVpbbfP3/WD8M/71xX9G6iQDg/5BhBBis/bzV6h0RROBl4UQiagHbYHZ9m9LKVttlPUkKqhbgwosnnJw7IXAadrPz6ECJFAB2VHAL9rvUajAYS9QIKU01XcT6kHuLkegcmYCIKWs1X48Qwjxe1SQmghkAlvslLMIeENK2QwghHgdWIwKOJ2p73zgVO3n51AjY87wsvb/PK2O3wjloxsKfAc0AG3Af4UQ76ECWxOvSJWSKlcIkY8KwBYBDwFIKXcJIYqACdr2n0kp67Xz2wEkowKq9VLKSu3zl822PwLIFAd9faOFEEO0n9+TKol8uxCiAhjh5PkaGBhYwQjIDAz6B61SyizzD4QQDwH/lFK+LYRYhhrVMNFsqyAp5T4hRLkQ4jAgGzjXieNbc5gWwD1Syv9Y1CsFaDf7qBs4ZArQBYTl8YUQqcB1wBwpZa0Q4mnUqJCjcmzhTn2ddd02/S0E8ImU8uxDKibEXJQW7SzgCuAwG8eQuHYepmeArboGAfMtg3ctQLNVloGBgRsYGjIDg/5LDLBf+/kCO9s1AkMsPvsv8DxqBKbbwXG+4eAIlXnw9hFwsZkOarQQYriDsqzVxREfo4IUtOPEAdGoQKdeKO3csU4cYwNwshAiUggxGDgFNdroLN/Sux2+dmFfgO+BhUKI8QBaPSZo7RcjpXwftSAhy2yflULp/MYBaaipzQ3a8RFCTEBNNe62c9wfgGVCiAQhRAiw0uw7y7bNwj7u/P0MDAwwAjIDg/7M7cA6IcRXQJWd7b5ATUttFkKcqX32NmqK0dF0JcDVwOVCiJ9QQSAAUsqPURqk74QQW4FXcfywfhol3D9EAG+Hu4A4TYj/K7BcSvkraqp0O2oK9huz7Z8APjCJ+s3q+7N2/B9RQcp/pZS/4DxXARcJIbYA56PaxWm0KcMLgbVaGd+jpiCHAO9qn30JXGO2227tsw+AS6WUbcCjQLDW5i8DF2pTi7aOW4q6Vr4DPgV+tjin2dpigh04WL0rpaxGTbluM4n6zabSDQwM7GDksjQwMDgEIcRs4F9SyoD3zRqoaNOw70opX/V3XQwMDDzHmPM3MDDohVCGr3/EOe2YgYGBgYEOGCNkBgYGBgYGBgZ+xtCQGRgYGBgYGBj4GSMgMzAwMDAwMDDwM0ZAZmBgYGBgYGDgZ4yAzMDAwMDAwMDAzxgBmYGBgYGBgYGBnzECMgMDAwMDAwMDP/P/sJq6XhNnBkMAAAAASUVORK5CYII=\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
}
