{
 "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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+sdtIT1HIavoTTmSzWeibaMhoI6NpUTREJZXNgGlhik0zDFLa9bcssWQCRvOp4nTSZERaO3cticfjoG2tBf0AoNPpQFlMqrC+0BIygfCHQ7A6HUseo9frQZqMquo+LweZXBYUs5CQUQyFTDYrc0TqIJPNnrQLaYQ2MkhrGh4NEUml02CMzRMyxmTUrj8OJJJJmBbtFjSYGC0hW4J4PA7KsnRCBgCMzaKK565WsmyATx378aefwujRTdAbll4S9Y5N4hZ/BG63u+15ekFHASyI+odOJBYUwyCT1BIyLqQzGdDG5itkwYx2U9cQj1Qmg/5FjcXrMCYj0prj/JKUy2UUSsWTL6J1aDODuAoSCb7ceOONeOCBB9r+u3w+j2K1Auor31zyuFKhiDu/+i3QTSoIy3HdddfhjjvuaPvvOkFLyBroNOHJZDJIERVc/eH3LHvsvmd24Op15+A1r3lNBxH2Bpls9mTJkmZopH0JeQNSCYlMCkz/6QaJjNGorTJqiEoqkwZjam7OSTEM8qUCqtVq09ZKGgtaKNJkBEEQp3xutFgQTSi/1MaXO+64o6Ok5/d/uAcBYw3rzzlryeOO7d6PM2kn3vqW6zoNURK0kqUARCIRmJbRj9UxO2zwh053s9ZYoFaroVAqnvTToo0MMjktmeBCKpMG3aRsVF+h0HqCaohBpVJBqVwC2aRcDizsFiRpGlntpaAlyWQSlPn0767JYkY02f0JWacEo+FltdvAgvVFKKZ8yyktIROASCQCahlhYR2b0wFvMCByROqlUChATxpONoqlGAYZTdTPiVQ63VRYrTcYAB2h+blpiEI2mwVpZE5b3WmENDJaQrYEqVQKZJPvrslqQVQFYnS5iMRiMC/RHaeOxWZDWEvIegOv3w+Ts7VTcCP2Pie8Ab+2WtGCXC4HQ4PBJM0wWrmNI6l0Goy5edmINGkPRA1xSKfTp/RgbAZpZJDRdGQtSSQSoCzNV8gSqRRqtZoMUSmbSqWCZCYF0zKG7ABgtlkRjkYV/9zVEjIB8AT9sPU5OR3LmEwoszXt5tSCxe1/SJpCsVzSrEKW4aQouIVolTIatWtOQxQymQwMyyRkBiOt7RZcgkg8BmOTxEJvMEBPGbTvbhOSySQoo/FkNWUpKIZGFaziPS21hEwAvEE/HH0uzsebXHaEQp25Bnc7Cz3xXtGiEAQBUutnuSzZbBZUE1FwHYOR1m7qGqKwIEjXEjI+ROIxmFus9NAWM5LJpMQRKZ9kMrlkU/HF0BaT4s+jlpDxJJPJIF8qwsjBC6UO47QhENB0ZM1o1qTYoDUnXpZ0Og1yiVUKvfZA1BCJVDq97AoZbTIirvCHoZyEY9GWWijKYlKFh5bUJJNJkE02QrSCtpgVfx4124sGOvEhi8Vi2Dt2FIE2dsLEQ2HsrzyBxx57rK25lO5DxrcfHgDMz89jKhbC8UNHTn7mOTqOrwdivNuHKP388aG+bb4VtNmIRDIhXUAaqoLPd/fw0SNI62s4+OLOlsekYnE8ky5g3549Hc2h9O8unz7ILMticmYa9rv6QehOX+HOJlO474f/y+v+1419kOOJBKgWmtlmGMyM4lfItISsgU6+9M8//zzckwdx/hWv5vw30UAQwZcO4XP//C9tRqhshLhpPvLYo9gT9+Kciy88+dnOvz6B91/9Jpx55pk8I+xe0uk0DEuUjYxmM2IKvxlpyAef7+6PfnYniHWDGFm7uuUx0UAQkZ1H8OkbP9VhhMqGTx/kTCaDL/3HN3D1R5r7WI7vP4TVNSPeecPbeUTYfSzo7tooWZqNiCvc000rWfJkxuPhLOivY+9zIRAKoVKpiBSVemk0ha2jp0mtZLkM8UQC1FIJmcWk+RlpiEIsmYTRsvROt14xOO2EeDwOxtb6/JntNgSjEQkjUgexRBymNqRCargGtYSMJzOeWbgGB9r6GwNJgrKZNWF/E9K5LGjm1J2CeloT9S9HdJmbk8liQUzh+gkN9cGyLKJLCNLrGM0mZHM57SW0CQv9GFuX3ix2G8JaQnYasURi2ReBRkwWM6IKvwdqJcsG2tUB1Go1TM7OwHn3ANDaE7EpmXgCj9/1Z1ity5va1VG6DkAIDdnLu3dB32+HxfaK+3LY58cx6pm2NXeLUboOhQ+RRAzm0bUtf2+ymJFIJsGy7JIGnr1KpVLB3X/8A/KlYtPfn7F+Ay57tdbubDGFQgFVtgaKWbpHIEEQoMwLu9z6+vokik4dRKLRJY3FzTYrYsmE1npqEYlUEpuWSGQXY7SY4UkpW7ahJWQNtKsDmJmZwf/86Xd49Tvf0vZcY/sOYnXNiHe9/R1t/61SESLh+eb3vo2RV58H58ArzdcnDh7BijKFv+micyU0sUQC/UusUhhIEgSpRzabhaWNt8peIRaLYdf4EWy89MLTfpdNp/H8zpe0hKwJyWQSNMeHYt12QEvITiUYiSzpNq/X60EaFwTpLhd3e6VuplUz9qUwms1IplKKfinVEjIeeDweGN3t6cfq9A0NYPLFgwJHpH6yudxpb9sUQyOT1Dy0WlGr1ZBIpZbVU9T9jLSE7HQSiQRMDjtWbDh9lbFYKOClvcdkiEr5xONx0Byc0gHNvqEVwUgI1nPXL3kMY7MgFotpCdkJMplM02bsS0FSJFgCKBaLYNpI5KRE05DxYGJ2Gs7B/o7+1tHvhi8cQqlUEjgqdbOQkJ36ZaEYWmswvgSZTAZ6yrDQs3IJKLNR8du+5SKRSDRt7gwAFE2jXKtqOsYmxGIxkFZuK2SU1axpoZoQiIRgdTqWPIaymhGLxaQJSAVkMpll23U1gzQxivZj1FbIOoRlWUzOzeKsc67o6O/1ej1MLju8Xi/Wrm2t/eklKpUKKtUKDOSplyVNM4j2wC7LTjV4yWQSu44chD++dPPcwOw8PDsPYtWqVR3F180avGgsCrqFjocgCNDWBVNJo5G7EWUvEI5GOVsPWOw2hCJhkSOSh06/u5VKBU89sx2z0SCWEiJH/AEcfew5nLFpU0fxKf272+75i0QiODg9jpn5ubbm8Rwdx9eC8bY83aQ8d1pC1iHJZBKZYgEWu235g1tg6u/D7NyclpCdoFAoQE9Rpy1DkzSFXA+sTnT6xT948CBsLzyJbW+8asnjju05gE0GO65/61s7jLB7CUQjsAy01vHQVjPi8TiGh4cljEr5BCIhWNcNcjrW6rAhMDYvckTy0Ol31+PxoOow4dV/c92Sx3mnZkDMhPGPH/5ohxEqm3bP3+7du/HX/S/i/Gsub2uenQ8+ifde8QZs3ry5zQilQStZdsj8/Dysg328xIF9IwMYm54UMCp1k8/nQTLUaZ/TDINsD6yQdUosFgPFoWxksVkRXmYVrVcJx6IwL/FyZTCbEI8r28NIDvzh5cttdSwOOwLhMFiWFTcoFRGNRkEv4UFWx+p0wBcKShCROshkMtA3eVYsh4GhFN3TV0vIOmRyehqWQX67hdzDQ5iYmdZuUCfI5/Mw0Kd/yQwUiVKljGq1KkNUyicUi8LIQVhttlkRimoJWTMi0SgsS+x0M9nMCGvn7hTK5TISqeSSOwQboRkGrI5Q9ANRaoLhECgOCZnFbkMilUS5XJYgKuWTzmba2mFZR6fwvshaQtYhx6bGMTDKr3xhNJvA0gYEg9qbD1AvWZKnfU4QBAwUiUKhIENUyicUjXAqnVvsNkTjMe0FYBH5fB6lamXJG7zZZkMopgnSG4nFYqCtZuh03B8jjN2KSEQ7j3W8wQDsfY5lj9PpdKCtFkS1lwIAQCqTXdb7rhk0TSOl4BcCTUPWAblcDoFYBGcNdLbDshHLkBszMzMYGhoSIDJ1UygUoCdPT8gAwEBRKBQKMJu5t8roFULRCM6wn7XscSRNoaZbuH618/gKC9YN5iXlBxa7FbNRzfqikXA4DKZNDS3tsCASiXSdbrZTUf8zLzwP+5oRMKblJQe+iWl8Zc6PgYH2OsMAyhf133jjjXjggQc4H5/OpMHq9adtAFuOSqkMHQtY2rj/XXfddbjjjjvamqdTtISsA2ZnZ2EZ6GvrzbAVzuFBHJscxyWXXCJAZOomn89D12SFDAD0FKnZDjShWq0ikUrCxNELirEu+BlpCdkrJBIJ0MvsFGxcXVSqqaTUBENB0I72PO1MDju8fj8uEikmuegk4alWq/j/brkZV3743cta1gDAgRdexiWDa3HN1dd0GKVyueOOO9pKer77w/+GbesG9LdZpfJOzUA/F8U/fOjD7YYoCVrJsgMmpiZhHeK/OgYAgytGcGxyQisjYSEh09MtVshoSitZNiGZTII0MpxbqlAWTZy+mFgsBnIZt/mFTgcGRXsYSY0n4IfN1Z4xtr3PCU/QL1JE6iIajYKymDglY8DCuZsPaOcOAHL5HMgmeuPloGha0RvEtISsAw6NHcPgyhFBxjJZLaiSOgQCAUHGUzP5Qr7ll0xPkSgWm/cZ7GXi8TinXVp1KKsJUc1g8hTC0ShMHM4hY7NoyWwDcz4fHO72nOMd7j54/D7tBRRAKBRqq+Rrc7ng9ftEjEg95AqFjkT9SrdQkqVkSRDEvwD4GAAWwEEAHwZgAnAXgDUAZgC8m2VZxd390uk0gvEoNgugH6tjHR7AxORkz3scZfJ5UHRzoaZeE/U3pS6s5orZbkOwS805OyUYDcPCwUur3vpn9erVEkSlbMrlMiKJGLZwtLyow5iMKNWqSKfTsNk693DsBgLBABgHtx2qAGBzORCOx1CpVGDguKqmFr773e/i3nvv5Xz8xPQU7PfeC0LXnnygVqkiG43j0fu569VuuOGGtnpc80Hyf1WCIEYB/DOAzSzL5gmCuBvAewFsBvAEy7LfJAji8wA+D+BzUse3HNPT07AO9wuiH6vTt2IIR8aP4/LLLhNsTDWSzedalo50pEFLyJoQiUZaOsw3w2K3ITg/LWJE6iMUjWL9+RuXPY6ymBHRdrkBWFjdMdqtnEvldQiCgMllRzAY7PmEbM7vg32I+wqjXq8HbTUjHA533cv7TTfdxDnpqdVq+NTNn8Pr//Fv29ZzlgpF7PjtffjWbV/tIErxkatkaQBgJAjCgIWVMR+A6wH84sTvfwHgBnlCW5qj42Nwjgq7I3Jw5SjGZ6ZQqVQEHVdt5PJ5kEuskOXyyq39y4U/Em6rW4TVYUdI6yd4klqthmgizslLy2y3IqhZNgAAAoEAGGdnCRXjssPn17RQ8z4vHO72vCyNTjtCoZBIEamDUqkEvcHQ0eYaA0WiWCoqtmQueULGsqwXwLcAzAHwA0iyLPsogEGWZf0njvEDaH9vr8iwLIuDx49iaPVKQcelGQak3YL5+e5sK8KVXD4HqoWGjKIpZHPKrf3LRTAShtVu53y80WJGOpfVmtqfIJVKwcBQnITVZpsVYc2LDAAw65mHxd2eoL+Ovb8PM572ehB2G8ViEbFUsu3We4zTBq/PK1JU6qBYLDb1q+SCTqcDodcp9v4nR8nSiYXVsLUAEgDuIQjib9v4+48D+DiAjpskd0o4HEaBrfLqX9kK28gAxsbHVO3P06kXT52nn38OzoN7QTdp4JyIRPF8oYZ9e/Z0PL7SvXjahWVZhKNRnNHG9UgQBBjrgjh9cJBbD8JuJh6Pg7Zwb449E9NKlgAw7ZmH6/zOGl27BtyY2P+CwBGpi1AoBJPT3rb0xdnfh5nJ7kvI2nl2ZLNZvLh3F3zRzrSwM/sO47bbbgNFcdul2e3NxV8HYJpl2TAAEATxJwCvBhAkCGKYZVk/QRDDAJquy7Is+2MAPwaAbdu2SbruOD4xAetwvyg+RIOrVuDA7qO49g3XCj62VPC9cD9/+y248F1vamqS6J2agW42go///Ud4RNhdZDIZQK9re/s3Y1vwItMSshMeZBw1eEaLGelsBuVyGWQLA+NeoFqtwhPwYW3/qzv6e4vDjng6hVwuBxMHQ9RuJBAIwOjivrJdx9Hvxt5nd3WdH147zw6v1wvD736xbEP2Vjz96z/h0//0z3C52tshLAVyaMjmAFxCEISJWLiirgFwFMD9AD504pgPAbhPhtiW5OCxI+hfPSrK2K6hAXjDoZ7t88ayLAqFIsgWby0UTSOvifpPYcHyon2DV4PFhJhmfQEAiMaiIM3ckgKdTndyp2UvEwwGQVpMIHmUjcxuJ3y+3rVwmPXOw8KhZdJijGYTitVqT/vhlctl6HjsMtWTBsWWLOXQkL0E4A8A9mDB8kKHhRWvbwJ4PUEQ4wBef+JnxVAulzE2M4XBFeIkZHq9HrbhfkxOTooyvtKpVCqogW2p5SFpStGGfnJQb/nTLlqj7FcIRaOw2LlbD9AWc88nZF6vF+YO9WN1TG4HPN7uK71xZcYzD0e/u+2/IwgCFrcT/h7eFFEqlaAj29vd24jeYFBsk3ZZzExYlr0FwC2LPi5iYbVMNpbyQsnn8/BHw3j00UdFmz+fzeGe//oJBlv0KpPSD6UT2vWSaaRSqWDGM48nn3ii6e9r1Sqykfb8Yxaj9PPXLpFoBBRH/VMjVocdganuamjfqX7xxZ0vgxp0cdplCQCBmTkEDxzH6Gh7L2bdpF+cmpuFdaC93YGLcQy4MTE7jStxhUBRyUs711+tVsOj25/E6uOboWvTNgQAgvNezO080JbeWOnXXzvnLxQK4fDcFCbGJzqay3t8AtlZP5xObi8VUp47QqnbP7mwbds2dteuXZLM9cCDf8XhbBibX3WBaHNkkinsv+8xfP3mWwT1OVMDoVAI3/rZ/+Dy913f9PflUhnP/fKP+PbtX5c4MuXy27vvQthCYN3ZZ7b1d6lYHJOPv4gvf0ZxNn+S88Wv344tb7uGcy/QIzv34FzLIN70xjeJHJly+dp//gdWvvZCOAfaX+Gpk02lceC+x/G1m7/cVVooLgQCAXz75z9pea9bjrnxSTD+FD76dx9a/uAuZN++fbh317O48PWdJfM7//oEPnDNm3HGGWcIHBk3CILYzbLstma/662nPg/2Hz2CoTXC2l0sxmK3oUbqe3I5ulAowNCijyUAGEgDypVKz3u1NRKORTva8Wu2WRFLxlGr1USISj1UKhWksxkwHDVkwMK5C/bwTst8Po9wIgZ7my2TFmO2WVFkqz1Z/vX5fDD2tS/or+Ma6MeMp3ctkhY0ZJ2XLJVse6ElZByIx+OIpJNwdlDzbxfr6BDGxsdEn0dp5PN56JfYhkwQBEitwfgphGNRzqW2RvQGA/QU2dPCYGBhhyVlNrW1Gm2x2xDp4YSsrh8TYgXf0u/qSe/F2fl5WHgktGabFZlCrme/v6VSiZeoX2fQaxoyNXDjjTfigQdO1ygVi0XkSkX85s6fiR5DtVLBd8oV2Kynr3xcd911uOOOO0SPQQ7y+Tz0S6yQAYCBoZDP52GxcG+mrSba1aE89tQTmAh6Oyr5eI6O45bYLXA4HJz/Rsk6lE40ZLFYDPvGj8ETCnD+m0q5DP+RcWQi7bXZVfK5a4eZuVmY+oWxCzAPuDA9O4tzzz1XkPHUwuT8DPouaE9m0AhBEDC7XfD7/bBa238hUyLtfH+np6cxn4nj8K69Hc0VmJnH/I59WLFiBafju92HTLHccccdTROe//31L5F2m7D2rM6MENuhUi7j6V/8Ad+8+RYwHXSzVysLCdnSfloGmkKui3datvPFj0ajyNE6XPG37+hort2PbMfbL74CW7du7ejvlUYnN81du3ahb/+LuOB1r+X8NyzL4ok7f4d//dd/5Wws2U2MT0+hj0Mjdi70jwxjbOdhQcZSC9VqFd5AAOv6+fUtNvbZ4fF6sGmT+M8kKWjn+/vwI49gf9qPzRd1pufe/9yLuHL1ZlymwN7RWslyGarVKo5OjGN4Nbdsmi8GkoR5oA/T073VADqTzcCwbEJGI5/X2icBQDKZBNOB5UUd0mLsSf1OI7FEHFSLZvatIAgCdI96kdVqNUzOzcI9LExC5uzvgzcURLFYFGQ8NRAMBkHZzB17uNVxDvZjYnZGmKBURvFEL8tO0en1KGoaMnXi9XpBmOmm7vFiYR8dwLGx3tKRpTIZ0MalVwT1NNnVK2TtkEgkQJpPbzHFFaPVgki8t81hw9HONHiU2YRkMilCRMomGAyCMFJNW5t1gt5ggNFlh7eH/Mg8Hg9MPD3cAKBvcABT87OKbZItJoVSAQYenTIMFIlCUZlaZK1k2UAzH614PI5UKY+//vHepn8jBpVyGYV4Gt/7zndO+VzpPlp8elnuPbAfZQuFnU880/KY4JwHM8/txurVqzuao1t0PACQSCZhMHVe0jZZzIjMdNYLrluIJGIwj7bfO7ZX3frn5uZgHhC23YxlsA8zszNYt26doOMqlen5OVgF0OAZLWaUagu7VLn6aSmZdjwsA8EgqqQOtKmzF4N8JgsGevzHv/07p+OlfO5qCVkDN91002kn/vv/80MwZ63C8GpxLS8aYVkWT/38Htxy06fbEl3LDZ+E53s/+gEsW9ZhYMVIy2OO7t6Hs41uvOVNb+4wwu4hlojD2IEpbB2TxQJfqjNjxW4hFo9jwNa+oJw0GxFPJoQPSOGMT0/BOdTctLpTXEODGJuewtVXXS3ouEplcm4Go5edz3scgiBg7nfB5/N1RULW7Nnbih///GeorXZjdN2ajuaaPnIc7nQN73/3ezr6ezHRSpZLUCqVMO2ZR//IkKTzEgQB28gApqamJJ1XTpLp1LJ+UIzJhEQqJVFEyiaWTMDEIyEzWkyI9+AqT51arYZEOtVRUmu2WhDpwV6gY9OTcAt8L+wfGcTE7ExPeOIVi0UEoxHY+4RZZTS5nZidnxNkLDVRKBV5lSxJikJeoSVLLSFbgrm5OZjcDl7/+J3iHB3E8cneWcFIptNgltGmMCYjEmktIQOAeCrJa4WMNhqRLxUV68cjNul0Ggaagr6D1jUmqwWRRG8lZMlkEuliAVZH54amzaCNRuiMNILB7mrl1Qyfzwdzn6Oja64Z7uFBjM/21uYvAMgXCiCX2QC2FAsaMmVuJNESsiWYnJqEZUh8M9hmDKwYwZGJsZ4QbZZKJZSrlWW/ZIzJhGSq98TUzUimU7w2mhAEAcrIIJvNChiVekilUqDacOhvxGS1IBpvz4dM7czNzcE62CdKmyPzoAuzs7OCj6s05j0eGAUQ9NdxDfRjzuvtidXFRgoFfqJ+kiKRLyhzt76mIWvg7W9/O5566qmTPxeKRRB6nWx9JSulEr73jX8/Of9VV12FP//5z7LEIiapVAq02bTszd5kNSPexbvbWhkTL4Zl2QUN2Q/+B+DxfCxmc/j9j34KA8ct5N1kTLyQkHUmCjZZzEikUqjVal3Tc3a5ay+Xy6HM1kB+7T8En7tSKuO/auyShs9Kv/a4iNIDwQAqpB53/fdPBJs3GYpgx+NPLeuJ100bwh5/+ikcmp3sOCkr5vOIT3s5mztrxrAy0ZjslMtlfPa2L+O1f/8uWUqWALDrke244aLLcf75/EWgSiadTnN6OFI0jVK1glKp1JWmnK2MiReTyWTwpf/4Bq7+CD9R6ssPPI4PXPNmnHlm567haiWZTMLQYUKmNxigJw3I5XJd0zViuWvv3773bQxcvEUwD7JG0okkjvx1O27/whdV22iciyj9y9/4Ks588xWCln13P/Y03nr+q3HhhRcKNqYccE16WJZF7OY8rv7oezr2Istnc9j7p4dx6xdv7ejvxaQ7Xu9EwOv1gnHZZEvGAMA22IfJme7XCKRSKRiW8SADTpTZzEakelzYn8vlQHI4X8thYLq788FSxBJx0Dx83CiLqWeuw0KhAH8kDOeAOPINi92GbKnY1d5u6XQa6WIeFvvpLfH4YO13YaaHhP3lchkgwMsYlqIp5PMFRcqBtISsBTOzszAP9MkaQ//IMI5PTcoagxTE43FQFm4PR9ps7kkPqEby+TwvUWsdPU31bOeDaCLOa5cqZeqdFwOv1wuTgGL0xRAEAetgH+bmujexWGjK7hJ8BbBvaAATczOCjqlkhLj36Q0GsAQUuaFJK1k20KgD8AcCqNF60Hf8WL6AWCARCOHhe++HXq9XvA6gU0KxKEwcHdMpi7Fr36S56ijC4TAOzUxgimfrlLDXj2PMM3jsscc4Hd9NxrrxZBLW1Z2v+BiMdM8kZLNz4r+cWgb7VN1ofDkNWSweQ7pUxL2//p2wE7MsEoEw/vqHPy+pZ+yWZ0c+n4eBpnmPYzjxMqo06YuWkDVQ1wGwLIsvfv12bHnbNR21VhGSHX9+CB9967uwfv16WeMQk0g8BtOGYU7HkhYTIrGoyBHJA9eEZ+/evbh/z/NtNcVuxviBw1hVofGut3fWoFzNxJMJDFo713+RZiMSPbLjd2x6Cq41whrCLsY9PISxXUdEnUNMltOQ/ehndwJrBzo2M12K5+95AP/n3X+LVatWCT620lhIyPgnUfWEzG4X1saFL1rJsgmpVAq5cgkmHjdsoTD2OeHp8l5vwUiYs9DVYrchFOntlj/FYhF6ns2JgQWDRKX2dBMTlmWRSKdh7ND2AgCMZhNiPVA6r9VqmJidQf+I8GL+RlwDbniDAZQU2vSZDyzLYtozB9egOEmtye3smX6guVwOBoZ/QkYytCL1s1pC1gSfzwdzv1MRO36cg32Ymu9ej55KpYJkOsV5JdLqsCHQ4wlZoVAAwUPUWoekSOQKvZeQ5XI56Aw6XsJgo8WMWA+0T4pEIiBoUrCG4q2oNxr3+XyiziMH8XgcFQK8XgCWwtbvwvT8vChjK41sNgs9w79kqacpRXowaiXLBi677DLs2rUL1WoVLFgQ/+8LcocEsABbq+GfPvoP2LZtG5577jm5IxKURCIB0mTk7OdkcdhxKBIBy7KKSJiFhGuD3Wgsimy1zHsFt1wsoZrN47c//yWn47tFh5JOp0HxMNUFAKPZDE+Xahkb8Xg8MPVL0yvR1O/C/Pw81qxZI8l8QrLUdzebzSKUiOGRvz4oytyVchnFRBo//sEPWh7TNd/dTAYGIRIyI41MJiNARMKiJWQN1JOdn//210j3GbHmzI0yR7RQMnjyp7/Hf3z5K4oTIApBJBIBY+eeWNAMgypYZDIZWK3y6vuEhmuD3Xvvvx+TbBqbztvCa75oMITQS4fw2f+7/JzdRDqdBmniZxtispiQ7IE2XtNzs7BJtNvcMeDG5NwMLsflkswnJEt9dx9+5GHsTfhxziXieIVVq1U89bO78O9fug20AIJ3JZNIJcHwsKupQxkZpNJpASISFq1k2YR5nw8OtzANYPmi0+lgdNgQDndnmS4cDoO2t5dYmZx2RCIRkSJSPsVykVe5rY5er0e5CzU7y5HJZHgnZBTDIF8soFKpCBSVMpmYm0HfkLiC/jru4UFMznWfPGPKMw/XoHgt+PR6PYxOGwKBgGhzKIVYMgGjuXO7mjpGswkxBa5wawnZIqrVKiLxKKxOh9yhnIS2Wbo2AfGFArA429vpQtu793xwoVwuC5KQGUgSpS5PKJqRTqdhMPJbSSAIApTJqMiyh1CUy2UEQiE43NKskJltVmQKOaQVuHLRKSzLYtY7D+dAv6jzmPqc8Pv9os6hBBKpJIwW/lo8o8WMeCrBPyCB0UqWi4jH46DMJtFMEDuBtlkQVoGQvZ1+ZHVeePlFGIf78dJj3P8u4g/iyKPP4swzzmhrLqX7aHE9f3sP7EfZQsHu4reKWy6VEDw2CSLPbZVMyeevnWvv+NgYItUCDr28h9ec80fGcFs0xWnrvJLPHXB6H19gQS5RLJXw4+9L10OyUi7jzm//12n3X6X38W3VC7RWqy2U2X58p6jzl0tl/BcLmFusHim9FyjX7+8Tz2zH4NGDIHnKdwq5HJIzPoTml9+dKuV3l1Bi+wCubNu2jd21a5egY46NjeFXj/0Fr7ru9YKOy4eZY+NwxAr4u/d9QO5QBKVWq+HTt3wRl/3dO9pyXw7MeZA/Oot//vg/iRidcvnpr36B0qgTK9av4TVOIZfDnj8+jG8osKebmPzyd79Bqo/B6jP4aUR3/vUJvP/qN3VtL9AXX3wRjxzZjQuukU7TdeD5l3DJ0Dpcc/U1ks0pJsePH8evHnsAF79V3OdJNBBE8KVD+Nw//4uo88hJpVLB/7vlX3HNx97PeRNYK0qFIl74zb341m1flXxzGEEQu1mW3dbsd1rJchGxWAwkj5YqYtCtVg/xeBw6mmy7FYbD7YLH51NkLzIpqFQq0On430QInQ7VSlWAiNRFIp0Cw3OXJbDg1t/NJctZ77xkgv46jgE3ZrweSecUE5/fD6NL2P6VzbD3ueAPBVGtdu/3OZ1OgzJy35G/FBRDo8rWUFCY7Y+WkC0iGo+B5thXUSqMFktXeh4Fg0EY29SPAQBjMqFCsD3TumYxNZYFBHir0xE6VGs1ASJSF8kUP1PYOnqGVuROLaGY8czD2S9tQuYa6MeMp3s8tTx+L2x94m8QM5AkSLMR0Wh3djEBgGQyCUpALzfaYlZcGz5NQ9bAZZddhpdeegksAEKAFQghqVWqePrBR/HCCy/IHYpgeP0+GF2dta4w9TkRCAQU1/qCD1x1FDv37oHOZYGF5//3WrWK+QPHcOutt3I6Xuk6KK4k0ynQJv4vXYyJQbJLXgoW+2ixLIvJmWk4hvoFSf7bIeEPYfuDj5yiI1O6j1ar7+4zLzwP+5oRQVZkl8M3MY1b54MYGDh9V2w3fHcTiQQoq3DnkbKYkEwmMTQ0JNiYfNESsgaee+45fPsHd8Bx3kb0j3LrrSgVT//6T/jCJ/6v3GEIyoxnHo4Vnb2BG102+Pw+nNGmsF/JcL1p/vBnd0K/YRjDq1fymq9cLOGF39zLOSHrBsrlMkrlEigB/JoYswmJYHckZIt9tPx+P777y5/isve+TfJYdvz5IXzsbX+DdevWST53pzT77lYqFXz61i/iyo+8R5JNYgd37MI290q84XXK0T8LSTQWE3SFjLSYEI/HBRtPCLSS5SJSmTQYkVpc8IEyMops9cCHWa8Hzv7O/Hkc/X2Y7qLShhz0ogYvm82CNDKCCHkZo7FrVsgWEwqFYHSKr31qBtMlnlrRaBSURbod+/Y+B7xB9Z+3VoRjUZhswvWXZqwmRGLKKvFqCdki0pkMGJH7tnWCQaHNUDslnU4jU8xz7mG5GOdAP6bn5wSOSh3oCEKQZIoFC12XtZ9ajmw2C8rIzxS2DmMyIt1lL0l1fH6fJGL0Zlj7nJj3q79Z9kIXEunOodXphC/QvV5kwUgYFgHPp9VuRzCqLD9LrWTZwH/+53/i9z//JR559BG5QzmNTDyJzMQ8vv3tb8sdSkva8YKKRCI4MDmGYLLTJWMW03sPoZrOcW4ppXQdBdfzt3vfXrB2E2/z4kq5DP+R8Z7SkGWzWd6msHVok7Fr2yfN+rywr5XGoX8xDncf5ncdkWVuIQmFw6Dt0u3YtzntCMdjqFarivLR5AKXe98TzzyNwQPreHuQ1SnkckjN+jA/Ob3kcVLe97SErIGPf/zj8GbiuOrv3y13KKdx4LkXccXqzXKHsSTtXLhPPPkEhgNTOPc1F3c834v3PYIPvfF6bNq0qeMxlATX8/fTX/0CpREHVmxYy2u+XCaL/fc+iltvvoXXOGoim81C36bNSisomkapXEKlUoFBgM4JSsIbDGDzNnn81WxOBw4Gg2BZVnKPKCHxh4KwOKTbdKQ3GGAwMkgkEujrk3Z3LF+Wu/eVSiXEKwVc87H3CXZNlEtlPPuLe3DLLbco5jrTSpYNFItFGAS6WQuNjiSRL+TlDkMwJudm4Rrk9wZucjvg6SLPIq7o9XrUavz9hthaDXqdut6k+bKgIRNmhYwgCJBdJiUAgEKhgFQu07GcgC8UQ4OgDEgkErLMLxT+cEjyFnyMzYJYLCbpnFIQi8XAWC2CJk4kRYKgSEVZX2gJWQPFYhF6kpQ7jKaQFIlcXlkmdp3Csiym5mfh4tm02DU4gInZGWGCUhGk3oBqlb9/WK1WU11pgy/pTBoGRpiEDADILtxsE4lEYLTbZF01YBw2hMPqNsMORcKwOqTV4VE2S1d6kUWjUdACCvrrGO1WRSWw3bXOzpOrrroK4xMTID77RblDOR2WxeiKFbj+rW+VO5KWcNVA5fN5PPPyDsxGQ7zmK5dK8B+dgHd6ltPDQ+kaKK7n79CRw8gYWN4Ni4v5PJIzXtyaK3I6XunnjwuJdAaMWbhNOwaa7sqEjLYL//BrB8ZhRTgcVo0cYXEvUJZlkS8UQP7ndySNo1qp4t8IAuSihQWl9wJd7IO3mEQigWQxhz/94teCzpuJJ/HQL34Pm6114iylB56WkDXwwAMPKK6PZZ2ZY+Nwxrk9OOWC6wP74MGDoNcM4aI38+9Xt/2Xf8CnPvkpuHg22lYCXM/fn+67FzNEDhu3nsNrvlgojMCOA13d/24xqUwKtJtfItuIgaG6rmQZDIXA2OUpV9Yx263wh4KyxtAOi5OdQCCA7/ziTsl93OYnpsD4U/jI335Q0nn5stgHbzG//8M9CBhrWH/OWYLOe3T3Pmxm+nDdm98i6LidopUsG6hUKiAUqqnRG/QoVSpyhyEI07OzMA8Ik0CZ+13weHpLR0aRpCA9KKuVKkiDMkv0YpHOZsAI4NJfR8dQXbdC5g0FYOugpZmQWF0OeEPq9dRKJBKgLNL7WZptVoQV5q0lBN5gADYR9HhWh7K827SErIFqtaq4lkl1dDodKl2SkE3MTsM9NCjIWOZ+J6ZnZwUZSy2QJClIE+FqtQKS7K1F8nQmA1pAn0GSoZHOdleD8UAoBKvDIWsMNocDoYiyPKLaIZVKgRSwNM4Vk8WMeJf1PWZZFsFwCDaXQ/CxbS4H/GF+0hkh0RKyBmq1mmITMkLXHY2gK5UK5v0+3vqnOu6hQUzMzQgyllqgDCSqAiTntUoVVM+tkGUFTchoI4NkFzUYZ1kW4VhEUruGZhgtZmTyORSLypZptCKeTIA0CWNA3A600Yh8oYByuSz53GKRzWZRZquCfm/rmG1WxJMJxSx29Nbr8TJ8/etfxyOPPwbqNum/SMtRrVRwzlln458+8jG5Q2kJF1F6KpXCzoP7EMgkBJmzVqtidt8RJINh6HRLv190gygdWFghYwVIzqvVKowCmSzKDZdrr1qt4vntT8OfjgEQ5sUrFYvDkCni8P4DSx6n9GuvLqquVCqY8czjsccflzskJENRvPzE06BpWvHNxReL0oOhEMp6yNKGLxmMYNf2504R9iv9/C31/U0kEth99BACHZuIL83coWP4/Oc/D4ul+UYWKb+7hJr72W3bto3dtWuXYOPt3bsX9+95Hhe87rWCjSkUgXkPSsc8+OTHPi53KLzYsWMHHju2F+dffZlgYz5/z1/wyfd8ECtX8mu2rRZeeuklPHJsL86/8tW8xpk+Ooa+ZAUfeM97BYpM2SQSCdz+X9/GlR98l2Bjhjw+pA9M4qZ/+qRgY8rJ9PQ0fnLf3bj07W+SOxTsfPBJvPeKN2DzZmUbYjfjBz/9CfQbhjGyZpXkc+/404P4xDvfj1WrpJ9bDHbt2oUHD7yE86+5XJTxdz74JN7z2tfj7LPPFmX8xRAEsZtl2W3NfqeVLFVEjVV/yXJqbhb2wc4airfC5HZhfr53Go0bDAZAAA1ZrVrtKQ1ZLpcDKVAfyzrd1s8yHo/LIkZvBmU1qdZTK5VJw2iS5zwamO6yYgmEgmAc4u36pe1mhBTieaclZA0QAjVtFgUW0BHq/+eamJ1GH09D2MXYB/owNdc7wn6SJFETYJdlpVwGTQpnkqp0stms4J04aCODTBeJ+sPRiCgGnJ1gslkQUljzZ66kMmnQAu7mbYduS8jE2mFZx+p0wKeQnZZaybKBz3zmM7jnvj/DIsJuDr6UCkWce+Zm/OH3d8kdSkuWM/erVquYnpuFY1jYhKxariAfT2LNqtVLHqdmHUUj4XAYh2YmMbKRXy/LsM+PQcqMjRs2cjpeyTooLucuEAjgmHcWw+vXCDgzi6ndB3HtVdcsqWFU8rkDXvnuBoJBVEidoNYgnVIqFMHmixgdHlH8d7fx3seyLCamp+AcHgBk6HaQTaZhp41wNOyUVfr5W2ys20i+UICeNIjWOYKt1VCrVsHQzVfPhTbVXapkqSVkDRw4cAB/enE7Lrz2SsHGFArf9CwwHcI/fvijcofSMWNjY/jFw/fhkuuvFXRclmXx5M9+j69+9uaWwsxuYmxsTBAD40Mv7sJF7tV43TX8DXrVwAsvvIDHJw7i/CsuFXTcp/73bnzl061FwWriP//7+3BecCb6R4bkDgWpeAITjz6PWz77BblDaYtisYjPfvUWvO5j75dl/qO79+FsoxtvedObZZlfSEqlEj5z25dw9cfet+ymrU4pF0t47ld/wn9+5WuStAvTNGQc0el0ii1Z1mqsaBekVMx55mHudwo+LkEQsPT3wefzCT62EjEYDIKULGvVKugu2WXJhXQ2A0qgxuKNdFM/y3AsCotd2v6LrTBbLYglE6ipzO4nn8+DpOWTAlA0jUyuO67HaDQKxmYR9dlH0pRimtmr+wkvMHq9XhA7ATGo1aoLYm4VMzEzDeegsOXKOia3A7Pzc6KMrTQMBoMg12mtyvZUc/FkOgVaYFE/sNA+qRsSslKphHyxqIhyJQDoDQYYGBqpVEruUNqiUChAT8nn70cxNLL5vGzzC0kkEgEjQYN2o92qiA0k6n7CC8wHPvAB7D9wALqblJensjUWa9euxYc/8Hdyh9KSpXQALMuiUCxAT5KiLAvXqjWgVgO9xJup0hvsctWQpVIpvHxoP+8OBYGZecz178Sjjz7K6Xil66CWI53NgrE7BB/XwNBd0c8ykUiAtpgkKdtwhbGYkUgkTtFDKZEbb7wRDzzwAIAF8+t0Nov//f4PZImlWqmALVfxlS9++eRn1113He644w5Z4uFC4/lrJJ/Po1itgLr930Sdv1Qo4M6v/ycY5vQXNinPnZaQNXD33Xfj5w/di4vf9ga5QzmN6SPH4U4rc/WuzlLJTjQaxdd/+H1c+XfvFGXufDaH3X94EN/80m2KeqC0A9eEJxgM4ts//wnvxsV7n3gWb9l6CS688EJe46iFZDoNh2lY8HH1DI1MRv07LRcSMrPcYZwCaTEimUzKHcay3HHHHScf2hMTE7I+RyL+IGK7j+L/++Q/yzJ/JzSev0Z++dtfI9lnxJozuW086pSxfQexhjXhnTe8XdR5lkN5S0EyYjAYwFaVmfTUarVTnJfVhs/ng7nPIdr4RrMJFWLBR6nb0ev1qNUE0JDVaj1Vskxl0qKU40iG6grri0QiAdKijHJlHdJiQjQWkzuMtiiVStDJKC/RGwyqbTm1GG8oKEoPy8XYXE5FNLPXErIGlKwhq1YqIPXqXdBcEPS7RJ3D7HbB6/WKOocS0Ol0gBB7T7pgo0g7pDMZMCL0w6NNRiRUpnNqRjQWBa0QU9g6ZpsVkbj82p52qFQq0Onl+14ZSAMqAhhHy02tVkMoEpak0b3N6YA/FBR9nuVQ7xNeBAwGA2oKvZBr1RoMjLJXM5bSQL20eycMbgf2PfeiaPOHvX5MPr+zpa+W2jVQdXQ6HSDAiwPL9k5CViqVUKlVYRBBbM2YjEj6lF9WW4rvfve7+NH//A+qpE42Q9Nm1L3IfHMeRftoNfqQpdNpRDMp/OFnv5Qlllqlimw0gSf/+vDJz5TuQ9bs2ZHP5/HSzhcRyEjx3WIxvecQbs6XT6tESfnc0BKyBvR6/YI4XIFUq1XFlyxbXbi1Wg2fufVLuPQD14NuIpoUCv/sPErHPbjxH/5RtDmUgE6nE8QKgO2hFbJMJgOSoUXRFzImE+Ipdbfuuummm1AldXBdeBbcw4Nyh3OSuheZkpMJYOH81WPcuXMnHjqyC+df+RpZYinkctj9h4fwzS/dJsv8ndDs2TE2NgZyRb9kWrwX/vBXfOLdfytrT+TeuBtzRMkly1q1qtqSZTQaBUGToiZjAOAacGPGM69YLzkN+chms6BEWvkxmk1IpdVfsozEYzBZlWVuu+BFllSVF1mtVgMhY5s7QqdT7MJCO0QiEVB26a5HymZGJCJvqy4tIWtAySVLVsWifp/PB7NbeEPYxdBGI0DqFeEno6Es0uk0DCKYwgILJctUJq3qF4FyuYxcPg+jWVkaMr3BAD1lUNUu1lqtBkIn305vHaFDVUUJbCv8oSAsEniQ1WHsVgRDIcnma4Y6l1xE4oUXXsALT2yHL6qMzu+NBGY9sF9TxOWXXy53KC1p1csyGo0iWyvjj//7K9FjSMcS2H7vX5u2sVGjjqIZxWIRL7z4PHwxfm9zvvFpRA+No7+/n9PxatbgZTIZGEQwhQUAA0mC1elQKBRgFGHTgBQ8+OCD2PniSwhllbfS5zk6jofOfAjvec975A6lJY3f3bm5Ocwkwji8a68ssdRqVczuO4Jbb7315GdK/+428yFLpVMgSAP0Eu1YrZTLIKosrIueHVL6kGm9LBvI5/P4wjduxzUffa9gYwrF3u0v4Nozz8fFF18sdyht8/0f/xDGs1ZjaNUK0ec6/PIebLEMdEUft1Ykk0l85fv/iSs/+C5e4+x66Em8+/LX4+yzzxYoMuXy2OOPYVd0Hudc0rSFHG+e/d29+PRHPoGBAXE6UYjNxMQEfv7gvbj4euV5MO56+Cm889KrcO6558odCieef/55bJ85jHMvu0SW+SvlMp75+T34zle/Kcv8QvGFr96K895+LUwSeeMlIlHMbd+Jm/+/z4o6j9bLkiNK1pBBpZ5RLMtizuuFc8AtyXyuwX7MeD2SzCUXtVpNGDE+QahKm8OHaCIBo4g3dtJkRDqdFm18sUkkEqAU5kFWh7KaFNFnUEM68vk88sWipCV0q8OOcDyGqoyyJS0ha0DJuyxZlSZksVgMoAyiC/rrOPv7MNvlwv5qtQoIoFHR6YXZrakGYsmEqIJ10sSorudiI7FEHKTCPMjqGC1mhGPq0oV28e1HEiKRCBi7VdKuK3qDAaTJKKu5uKYha+D73/8+/vSb3+Gpp56UO5TTyMQSyFw/i/PPP1/uUFrSTEOWzWYRSsbx8F9O71MmFslgGM8/9uRpmyCUriHjimC7uAhC1rdBKYkn4lhl3iDa+GpPyMLRKMw2Ze2wrGO2WRGakt+0cyka+/hWKhVUalXJtE+LYVkW1VIZ/3vHj05+prY+vn6/H8f9c5j1SGsn4x2bwq2+MNzuVyo6mg+ZTPzLv/wLpsMBXP2x9ypuNWrXw0/hXa++Wu4wlqTRi6fOw488jL1JP865WLp+iTv/+gTec8UbulYbVS6XoTfwvz4JgwHlclmAiJQNy7KIJZM4y2oVbQ6j1YJIXF0tfhoJRSOwrxS3X2CnmG1WTMeOyh3GkjQmOzt27MDjEwdw3msvlSWWUqGIHb+9D9+67auyzN8Ji5Oehx95BHuTPkmfGwCw75kduHLNZtk2z2kly0XodYQydWQqdVWf8szDJZF+rI7RZYfX75N0Tikpl8uC9MrTGXQ9kZAVCgVUwYKkKdHmMKs8IYvEYzDbxEtY+WC2WRFLxFQjQ9DpdGBr8sXKgoVOwlKfGPhCAUl6WC7G4rTDJ2NPS/U94UVGTkO/pWBZSFpPFwKWZTHrnYdzgJutglA4BtyYnp+TdE4pWUjI+K+Q6fR6FEslASJSNolEQvQejSarBRGV6ZzqlMtlZHJZUTc98MFAkiBIg2o2Tej1ellFZLVqTZAVdDnxBoOwOR2Sz2tzOuALylce10qWDWzfvh07nnkW3kQEOoWVLH3jU9hgdmHz5s1yh9KSxTqAQqGAZ156AXMxaX3dyqUSAkcn4JuZOyWJVboXD1cfslAohMNzU5iYmOA1X8QfwCGDEc8+8wyn45V8/lp54AEndIyJGP76p+a/FwK2xiIZDOPR+//a9MVJyfrFRCKBA/v244n3PiF3KC0ZHBxEIpGAzSadUWg7NH53/X4/xgLzOLrvgCyxlItFhMZmcGvl1pOfKfm7C5z6/WVZFpMz03Dc0w9IvAjB1mpIhaK49657Tn6Ppfzuaj5ki/j0LV/Epe+/HhQjjqt3p+z86xN4/9Vvwplnnil3KJw5evQofvvkQ3jVda+TdF6WZfHUz+/Bbf/vs4q9gfNh165dePDgyzj/6st4jTN56CiGCzq8551/I1BkyuT555/Hk1OHRNf0PPW/d+Mrn/58U1NiJTM+Po5fPHyfZD0DO2H3I9vx9ouvwNatW+UOZVkOHDiAP7/0NC54wxWyzJ9OJDH2yHO49bNfkGV+voTDYfz7nT/Aa9//dlnmf/Jnd+H2z3xBtO+x5kPWJkotDSo1rlZ4fF4YXXbJ5yUIAma3E36/X/K5paBQKEBH8V/cphga2XxegIiUTTgahdEqfjmOsVkWbF5URjweB2VVpuVFHdJqQlQl53bBPkm+3cu1ahUGhVV42iEcDsNol+9F2uS0IxyWp1uPlpAtQskrhkqOrRnT83OSGcIuxuiywdOlBrGZbFYQgTpJU8jksgJEpGx84SCsDvFfDCirSZUJWTQWBS1BwsoHs82KUFTexs9cWeiJLN/GsGq1qtq+xwAQCodBO+RbZabs8jUZ1xIyDVFgWRbTHvkSMseAG9MSe9hIRTKTWmikzhPGqG53ea4EI2FYJEnILAhHlNcHdzkC0QgsMq5IcMFstyLEs3erVBgMBrByJmSVKiiDehMyb8Avyfe1FSaHHb6APDstNVF/A0NDQwgGg/j27V+XO5Sm/KDva7Jl7lxobBBbq9WQSCXB/OjHssRSq9VQzhXw1S/fevIzKZvEikkynQbj4p/oMiYjUpmMABEpl3K5jEQqKYmlg81lhy+kbAPTZoQiYezf/QJ++MJOuUNpyfmXvxprXMrtE9p476tUKkhns/jxv39blliqlQrYchXf+/dvnfxM6fe+xvOXTCWhpynZNtbVz5/thG+hlOdOS8gaCAQCuOnmz+PKj75Hkcaw775MWnF8u9xxxx0nL9xjx47h148/gIvfKo9QmGXZkyJrq4iGoHKQyqThNq3kPQ7FMMgVC6hWq4q73oUiGo2Ctlok+f9nczrhOTQt+jxCwrIsQtEo3vmPH8H7PvVPcofTklqthifv/B0qlQoMMjngL0Xjvc/r9eK/fvcLvOZvrpMlFu/UDHSzEXz87z8iy/ydUD9/tVoNn77lZlz2wXeBpORZ5culMzhw3+P42s1flnxurWS5iFqtqkgDVkJljaDnvR6Y3U7Z5icIAuZ+F3y+7jOIjSUTMJr5a350Oh0oI9PVZctIJAKjQ5qE3Oq0IxSLqKodVS6XQ41gFberfDE6nQ6UxSRrn0GukCSJWkW+a6BaqYCixDNBFpN4PA4dTcmWjAELvVOzxQJyuZzkcysv85CRWq0GFgrdzahTV9/BqblZOCQ2hF2Mqc+O+S4T9lerVWRyWTBmYXbF0WaTqnswLoc/GADjkEYfZSBJkCajqoT98XgcjEId+hdDWy0qSsgqss2vZg1ZOByG0SmvnpEgCJicNll2Wsqy9ksQhAPAnQDOAcAC+AiA4wDuArAGwAyAd7MsK+m378knn8TLz+9AJK88XU1geg7DVQrnnXee3KG0pG7ux7IspmdnYOl3yWqwW8wX8PNCGSPDwwCUbc7JlXQ6DcpoFGwVV+1Nseu0MtXds38fqlYGB16URh/lG5/GLZ4gBgZO1Tsp1ZgzFouBsphwcMdOHHxRWE9HIdlyyTZQFuXuYm2mn/3lj34iSyzlUgkGEPjXz37u5GdK15DVv78zMzOYS0UxMc7P9Jov/ulZhI9MYnR0VNLvrizGsARB/ALAsyzL3kkQBAXABOBfAcRYlv0mQRCfB+BkWfZzS40jtDFsPp/HF75xO6756HsFG1Mo9j29A2844zxcfPHFcoeyLPF4HF+94zu48oPvkjWOXCaLvX96GN/44q3KXPXsgJmZGfz4z3fh0ne8SZDx9j/7Iq5YfZZszXTF5pZ/+zo2XXuZZG1YDu3YhQv6VuDa1yvXZLWRp7Zvxwu+cZz7GuXfV47t3o8zKCfedp082iyuFItFfO5rt+Kaj75PlvmP7d6PsxgXrnvzW2SZnw+//v3vELMbsHbzGbLGcXzvAWzQ2XDD294m+NiKMoYlCMIG4LUAfgoALMuWWJZNALgewC9OHPYLADdIHVulUoFOr8wqrk5PoCLjMng7eL1emN0uucOAyWJGGSwSiYTcoQhGLBYDbRPOM8pks6jG36ldcrkckpm0JB5kdRwDbsyoyG4lEA7DrHDLizoWhx2BSEjuMJaFJElUZdSQVSoV0CrVkM0HfHC4++QOA3a3C3MBr+TzypF9rAMQBvC/BEHsJQjiToIgzAAGWZb1A8CJ/5Z8j/NC02bl7eABAEKvR0kljaBn5mZh7pdP0N+I2e2Cx9M9OrJILApKwCbQCw859XlnccHv98Psdkq6OuoacGPaM6caE+dgJCRpwsoHi92KoIJtf+rodDroCJ1smt9apQKaUvYmjWZUKhUEI2HYXA65Q4GjzwWPzyf591iO7MMA4AIA/5dl2ZcIgvgegM9z/WOCID4O4OMAsGrVKkED2759O3ZsfwbesPK8hMI+P/TbLsVVV10ldygtqesAXtz5MshBJ/Y996LcISHs82P82ZdxxqZNitXxtEMwHILFJdyKhtVhx9HIPsHGUxIerxeMxDd3o8WMUq2KZDIJh0PauTshGA1j2HGBKjRkZ207D7FEDLVaTZE74RuhSBLVckUWO5lataY6p/7t27fjgQcewM59uxHMJOUOBwAws+8wvlD4At74xjdK9tyQIyHzAPCwLPvSiZ//gIWELEgQxDDLsn6CIIYBNF2bZln2xwB+DCxoyIQM7KKLLsIVs2/Ape94s5DDCsL4/kNYwyq739yVV16Jyy67DJ+57Uu4XEYfmUZCHh+S+8bx/z75f+UORRA8wQBGNpwn2HgmqwXJTBqlUkm1W+VbMTk7DdeQtJ0iCIKAZaAPXq9X8QlZsVhErlCA0WzClksvwpZLL5I7pGXR0RRSqZTizy1JGlCpVEBB+pUqtqK+1klXXnklnE4nzBtXYtsblbHo8NL9j+KD174NmzZtkmxOyV8zWJYNAJgnCKKu2rsGwBEA9wP40InPPgTgPqljKxaLii1ZGkgShWJR7jCWJRAIgLZZFJGMAYBzoB/zfp9q9HdLUavVEIqEYRXwYaTT6cDYLIruANEJLMtiYnYGfUODks9t7ndhenZG8nnbJR6Pg7FaVLXhRS0N3CmSQlWmew5brSrSPHc5fH4fjC7llM8Zpw1+iVsoybXu+38B/IYgiAMAzgPwdQDfBPB6giDGAbz+xM+SUigUoFdIIrEYkqaRzUtvVNcu8/PzMMloCLsYkiJBOSxdYRAbj8ehZ2jBk13GbpXFc0dM4vE4CrUKTFbpmxS7hwcxNj0l+bztIvQGESlQsvVFI5TBIFtCVlPhChkAzPq8cChgM1gdm9uFeZ+0+mNZ0miWZfcBaLbt8xqJQzmF559/Hs88+AjGjh6TM4ymZFMprHYqt5cbsKAD+N5/fR8FRo+j+w/KHc5JAjNzCB+ZxAc/+EFVa8iCwSCMTuHfIBfeBP3YunWr4GPLxezsLKyDbllWf1yD/TgUeFrxZeBoNArKupCQqUFDtuXSi0DbLIhEo3KHcxp1D8Y6814PyF//CgYZ/v3T0Tge+tlvYTK9InFRugfjJz/5Sfz6N78BZWJAKEQfWKtWUSmU8OJzL2i9LOXgnHPOwdUm4LzXXip3KKcRD0Xge2Gf3GEsyRVXXIHHX3gWZ193FSwK2ko/e3wcplBW1ckYAPgDfhgFFPTXcfb3YWa6e3aiAsDY1CTsw/J0ijCQJBiXHfPz81i/fr0sMXAhFI3AZFtYQVSLhszqsMEfUp71xU033XRKwvO9H/0Ali3rMLBiRPJYXrrvUXzkundg3bp1ks/dKd/85jdBuR246sPvVkwJvVqt4qmf3YX/+PJXJJtTGamoQsjksiAV2tONYmhkZeit1Q7JZBK5chFmhbVicQ8PYXxmSjVWBK2Y8Xpg7xfeo8fZ78acX3rPHbFgWRZHJ8dkeRjWsQz2YXJK2WXLQCQMi0osL+qY7TaEVGDTQpKkfLYXVWU2YF+KQCAAc59DMckYAOj1ehgdVoQkfAHQErIGMtmsYpvsUgyj+IRsdnYWFpnKREthtllRAouoAksd7TDn9cDZL/yuQaPFjHyp1DVNxuPxOFKFPGwu+bSMA6tGcXj8uGzzcyEUjShqJZsLVrsdoWhU8S9XpMEgmzlsrVpTXULm8/vBKEjQX8fociAgobBfXf9qIvPf//3f2HdgPwwKFUQODg6i/OXbFCvY/NwXPo+Xdu0E+dV/lzuU0yjmC5g/cBR333233KG0pLEf3mJqtRoSySSYO/5blLmLuTzuvvPnS15bSu+HV2dychLW4X5ZXwz6h4dw+JFnUSgUwDCMbHG0olqtIpFKntz0cN9Pf4UXH31K5qhac8kbrsL1H/07UAyNGsEil8vBbFbOhoTFvVT3HTyAkpmE3SW9SH3u0HFUg/FTzo/SPRi/cvvt2Htgn+KeveVSCTu2XYSHH3xIkvm0hKyB69/1Dnzg1k/LWupYiqd/9Udks1nFevBcfs3VeN9tn4ZrQB7tzlKMHziMkaKyL/c77rijZcIzNjaGXz5yPy5+mzg9Eg+88DJeNbAGr7/mdaKMLyWHx46hb8WwrDHoDQZYBvswNTWFzZs3yxpLMxKJBEiT8aRx6fUf/Ttc/9G/kzkqbjA2K2KxmKISssUJz2/u+j1iDhJrztwoeSzP/vbP+NzHb0Rfn/wtiLhyxRtehw//282w9ylnlyUAhL1+xPeOSTafVrJsIJXOgDEZ5Q6jJSRDI5vNyh1GU7LZLMLJuCL6kDVjYHQYx6bG5Q6jY+Y88zD2ibek7xocwKQKvLOWo1qt4vD4GIbXrJQ7FDhWDOHIceXt2AZe8SBTI5TFhHg8LncYS2Iw6GX0IavJ0iGgUwqFAqLJOKxOh9yhnIaj3w1vwIdarSbJfFpC1kA6kwat4ITMYFRuQragH+tTbEsTm8uJRDaLZFIZbTnaZWx6Cn3D4pmcuocXEjKpbjxiMTc3B52FAWOSv6vF8JpV2Hf0sCL1TvF4HJRV/nPUCZTVhJjSEzK9QbbvkhpaSzUSDAZhctkVGTNJkdCbGMmMs5Vdw5GQcrmMO//7h/jW7V+XO5SWuIcG8PZLldFWYjETU1N44i8P4sff+E+5Q2nJyvXrMPvO9+Dcc8+VO5SmLNah1GFZFo9tfwortpwBvYhi3dmDR/HZz34WFkvzlROl61AA4Mixo3CslLdcWcfmdKBA1OD3+zEyoiwZRCQaAd2QkP3oS1/DzieflTGipbno6svxidtvBgCYbFaEosreaanX6QGZEnG2xioyuWmFz+fD3p278Ze7/yh3KE0ZXbkS/jf7MTAgvg+olpCdIJPJ4COf+iSu+Lt3yh1KSw688DKSqZTcYTTl6OQYPn7r5+EWcRWHL8f3HsDY5IRiE7JWCY/f70feaMDl77te1Pl3P/Y03nzuxXjVq14l6jxiwbIs9hw6iFVXNvOclgfHymEcOXZUcQlZKBaF2f2KPc0nbr8Zn7hdxoDawGK3IXxc2b55BEGgVpVnhYxl1bVCNuv14NoPvAsbtihPawkAR3btxbzXI4lx9rL/agRBDBIE8VOCIB468fNmgiA+KnpkEpNKpUCZlVuuBACj2YRYQnlL9blcDv5oGM4BaRs5t8vAilEcmVCfjmx2dhamAfEtHBzDAxhXQcufVoTDYSSKWVGsQTplZN1q7D64X+4wTiMci8JsU5flRR2zzYpQVNm9V/V6HdiatkLGhVnvvKKfHc5+N2a80rwAcPlX+zmARwDUX/HGANwkUjyykU6nQRqVtz29EaPZjKgCE7KZmRlYBvoULyR1uF2IZ1JIKXSVsRXHJsfRNyp+GW5w5SiOTo4rUvPEhUNHDsOxelRRPnh9w4MIJmKK678YicdgsSvLwJkrJqsFiVRS0XpHJV2DSqZSqcAfDsGhsN2VjbgG3JjzeiS5L3JJyNwsy94NoAYALMtWAMjjeCciiUQCBrOyRa4mmwWxZELuME5jfHIS1mFl99kEFm6S1uF+TE9Pyx0KZ1iWxbHJCQxIkJCZbVbkaxXFJQ9c2bl/L0bXr5E7jFPQ6XSwrxrB4SOH5Q7lJKVSCblCAbRR2RWBVuj1ehgYWvEvVixkWiEDq5qEMBQKgbZZRNXG8oU2GlHVE0gkEqLPxeUsZAmC6AMWri6CIC4BoM6taksQjcex86lncNd//1juUFqy7arLMEAr7632yMRxDL/mPHzunR/E+MEjcofTko1bNuNjX/4sjk9OqKaRdjAYRMVAnDTwFBOCIGAZdGNqakpVHkbAQqPsYCKGs0aG5A7lNEY2rMHL+/bi8ssulzsUAAstzmiL6ZSHtlqMYevQFhNSqZRiPBkXNxePxqLIVsuSfG8XE/eHsPfpF04pWyq1uXggEIDRZcfX/uFTim1uv+WSbXj99W9FIBCA0ymudIRLQvb/ANwPYD1BEM8D6AfwLlGjkoFIIoY3fuBdWLlBuQ1ZWZbF43f+FsViETStjBZPmUwGwXgMm/vd+Lc//lLucJYlFYvj8KPPgWXV8RY5OTkJ24h0GyX6Vgzh6PgYLrpI+Y2mG9l/8ACca1co8t90YMUIjjzxAmKxGFwyOLcvJplMgl5kqqomY1gAIE1GRVnYLG4u/sCDf8XRQgxnXij9i98Td/4O37z5FkV2iFjMnMcDs8uBm3/yPblDWZJDO3bC6/PirLPOEnWeZUuWLMvuAXAFgFcD+EcAZ7Mse0DUqGQgFI3AonCRK0EQMFqtijJFnJ6ehmXIrRoRqdXpQLpYUNQ5XIpDY8fgltDGYXDlKA5PHFe0PmcxLMvipb17MLphrdyhNEWn08G5ZhQHDx2UOxQACwkZaVb+w3opSItRkhJSp9RqLCDTywGh06lGBzrjm4djQPmr8Ta3SxJhP5ddlu8A8DYAZwDYBOCtBEFcQxCE8kVDHGFZFpFoVBWNdmmrWVHJxPHJcThG1HMp1HVkU1PK301YqVQwNj0paSsvk9UCljJI2lCXL6FQCJFsEm4FlivrjG5cix17lFGSSSSTMCjYAJsLjNmEmIITsoUVeJkmJ6CKFyqWZeHx+xW1K7oVzn435n1e0efhUrL8KIBLAdQFBlcCeBHAJoIgvsKy7K9Eik0ystksanoCP/3qfyjeHPGS11+tKNH14bExrLvmYgBQhYbs3/74SzhHBnFsYhzbtinHrwo4vbl4uVxGJpfFr372c0njKBWK+OV3f3BayUOpzcX37d+HRCGH3333R3KH0pJzLrkQsUwSwWAQg4PyevXFkgmYrMrpA9kJRosZ0YByXkwvu+wy7Nr1SsJdrVbBAiB00mdltWoVP/jGt04p32/btg3PPfec5LEsRTweB0vqQTOMoo2JL7r6cvzjV/4VyWwG+XweRhE3w3BJyGoAzmJZNggs+JIB+CGAiwE8A0D1CVksFoPRZlWFOeLYvoMIRpThUh2Px5HMZ042hFWDhgxYKMsduP9xxenIFjcX/+tDD+JAKohzLrlQ0jj8s/PIHZnBTZ/4pKTzdgLLsnhh7y5cccNb4OxXdunjQI3Fnn178aZr3yhrHLFEHMY1/bLGwBeTxYJoYk7uME6yONm564/3IGBkse7sMyWP5elf/RFfvPFfFLPhoRXBYBAm50J/XjU8e00uO4LBINasWSPaHFyEP2vqydgJQgA2sSwbA1AWJyxpiUajoGzqeGO0Oh3wh0NyhwEAmJqagnV4QFFJDRcsdhsqOgKhkDLOYyv2HzuC4TUrJJ93YHQYsz4v8vm85HO3y+zsLPJETfHJGACsOmMDduzZJbu+J5FKwmhRx/2uFUazCcl0Wu4wWlIul6GTyZeR0OtQkamxeTv4A34wTuW5BrSCcdhEl3JwScieJQjiAYIgPkQQxIcA3AfgGYIgzAASokYnEaFwGLRN+u3JnWB12BFQSEJ2dHwMzlHltkpaCsuQG5OTk3KH0ZJ4PI5wMgHXoPT6PL3BAPNgHyYmJiSfu1127t0N94Y1cofBCYe7DwX9gpGynCTSKRjN6k7IGJMRqUxa9uS2FcVyGQaZvLX0BgPKZeWvlcz7fbAp2BB2MZY+B7wBv6hzcLliPgngHQAuO/HzywCGWZbNAlBmp+s28YWDsA3YVeHF89YPfwCpbAalUgkURckWC8uyODIxhi1vu0a2GPjgXjmMIxNjePWrXy13KE05fvw47CsGZVt9dK0awcGjR7BlyxZZ5udCuVzGzgP7cOG73ix3KJzp37AGL+/ZjbVr5dkRWq1Wkc3lQC/qSnJwx07F+kABC15QWy59xYpFbzBAZ9Ajl8vBrIDkcrEPmdfvA2GkQTHS2xOlwjFs/+NfTtGAKtGHzOP3YdUZC/+mSteQfeL2m2Hvc2Fuv7gvqcsmZCzLsgRBTGJBM/ZuANMAlNmWvUN8AT9WnXmRarx4jHYrIpGIrA2LQ6EQyjqoYmdqMwZXjuLF5/agWq0qsuXTviOHMLB2pWzzj65djT1/fBjvrSm3UfGxY8dAumwwqaj8tvrMDdh59wN4+1vfJssLVS6Xg4GmTvs33XLpRackPGqANBqRyWQUkZAt9iH7zg/ugP28jeiXoMPGYl66/1H8/ZtuwIYNGySfmyuVSgXheAxnOx0A1KEhs7tdOBoMiKo9bnmnJQhiE0EQXyYI4iiAOwDMAyBYlr2KZVnlbbXqkGq1inA8BqvDLnconGHsVoTD8gr7JycnYRlS/nblVtBGI/QWBl6v+FuZ26VYLGJsZhpDK6XXj9UxWS2AicbcnHKE04vZsXsnhjYp18i5GUazCZTbgSNH5NmNnM1mFd+zlyukkUYul5M7jKbkCwWQtDwVDD1pQLFYlGVurkSjUVAWsyJfhltBMwxqOojasmupV99jAK4B8FaWZS9jWfa/0IU9LKPRKEizUdG9tBZDO6wIBIPLHygiRybGJDUsFQPr8AAmp5SnIxsfH4dpwCXbDb2OY9UIDimoB2Mj6XQaR6cnsEJhvSu5MHLGOry4e6csc2ezWZAqcHDngoGhkc1m5Q6jKblCHpRM3VT0FIlCoSDL3FwJhUIwOtQj6K9jcjpEXQxZKgt5J4D3AniKIIiHAfwegLq203EgFAqd3Hqr5Do28Eot29HnwrzXJ1sc1WoVxyYncPFF153yuZL7kQELOpTGFh39K4ZxeHwMV12pDClkXYcSDIVQ0gP3/vp3ssZTKZdRiKfwHyv/HQRBKEqHsm//fthXjcBAkgDU1YtxdN0aPP3cLiSTSdjt0q7M53I56GnytM/VdP7q6BWUkG3fvh3bt28/+fMTTz6Bcf+8LDstA3MezDy3G6tWrTr52ZVXXokrr7xS8lhaEQqHQNtfSciU/OytP3cBgHZYEAqFRCsHt0zIWJb9M4A/n9hNeQOAfwEwSBDEDwH8mWXZR0WJSGJ8AT8Yx4IOSg11bGChln185yHZ5vf5fNCbGTAm0ymfK70f2WL6R0fw3BM7UC6XQZKnP6Sk5qabbsKNN96IL3z1Nlz07rfAaDYt/0ciwrIsnv7Nn/CZj/4ThoaU44LPsiye3/USVl509snP1KL/BBYE6c41K7Bv/z5c8dorJJ07l8tB30RorqbzV0dPkcgqpGTZmPCUy2XESjm87uMfkGVTzpGde7DVOow3Xnut5HNzxRsMwOpynPxZLc9es8MGf0i86hSXXpZZlmV/w7LsdQBWANgH4POiRSQxcz4v7P3q2XoLLAjpE9m0bMvSk1OTsAyrp11SK0iKBO2yKUonNTU1BYPdLHsyBiy0mXKuHsWhw8oqWwYCAUSyaVkE00Kx4swNeH7Xy5LbNmRzOegp+V8+hIBiaKQzGbnDOI26Tk+uHdK00YhkRjydkxD4QkHYGhIytWB1OeANiedF1tb2KZZlYyzL/g/LsleLFZDUzHk9cLiVbyrZCEEQMDntsvUbPDw+hv4Vylkx4YNtuB8TCvIj23/oIFwymMG2YnTDWuw8sFfuME5h99496Fu/SnWGxI24hwcRK2Th80krPUhnMrJYMYgBbWSQySmjZNmI3BsnGJNR0aa5tVoNwXAIVoV3EmiGzekUdYVMPUp2EcjlckjlsietG9SkozC6HPD7/aK2cWhGpVLB5NwMXnP5+ZLOKxbuFcM4cmAM177hDXKHgmq1it2HD+C8G+SPpU7f0AAOZVIIh8Po75e/3U6tVsMLe3bh7OtO1f2pzUeLIAj0rV+FXXv2YHR0VLI4svk8aOvpCZla+tA2QtEUsnllrAQ1asgikQgOTI1h1jMvSyz5bBYZTxC+mVdW/pWkIUulUtDRFMiGlVq1aMiMZhNyxQIKhcJpvX6FoKcTskAgAFOf4+Sbtpp0FFa3E7NeDy6VeF6PxwPKbumat+z+4SEcfuRZFItF0DLtiqozMzMDmGiYbcrZfUQQBByrR3Dw8CFcrYDND5OTk6gZSdhO+BfVUaOP1pqzNuHF+x/HdW9+s2Tb/3OFHEj36RINtfShbYSiaaQU0t6rMeHZuXMnHjq8E+dfddnSfyQS+WwOe/74EG790q2yzL8c0WgURvup9zi1aMgIgoDRZkU0GhXlRUqZjo8S4fP5wLjU4z/WiHPAjVmv9G9gU9NTsKrYf2wxeoMBJrdTETqy/QcPwiWjGWwrRjesxc79yihb7ty7B/0bVssdhiBY7DbAREvawiubz52yMqFmSJpCLq8MUX8j8WQCpMko2/yMyYhcPq/Y9klq6h3dDNpmQTQaFWXsnk7Ipudn4VBBU+JmOPpc8IdDkn/pjkyMw61iMXUzrENuTE5NyRpDtVrFywf3YuUGeVrqLIV7ZAjBZByRSETWOEqlEvYeOYhVm9bLGoeQuNevwq590iW7+UJBNn8soSEpCnkFGqCGo1GYrfL1RiYIApTZhGQyKVsMSxGKhMGopHd0MyirCdFYTJSxe7pkOTU/j/VnXHLyZyXXsYFTa9l6gwHGE93nV66UZlWlUqlgan4Wl11xYdPfq1GHAgDu0SEcPTCON0K+beIzMzN49KFH8LP/+YlsMSxFqVDE5N6DuO/P98oWw/Hjx0H1OU6zW1Ezqzatx8t3PYB3ld4uSSulQrEIQ7eskFEU8goxQG3sZTnv9cJgMcpq7JyOxPHMfQ/CdOK7oiQPwUAkDOuo85TPlKzfXuyBZ7bbEIyIYw7bswlZPp9HLJ3AeQ1aFLXUsesY+xzwer2SJWQ+nw+UzdLyRqNGHQoAuIcGceThZ2Vt2L734H6899OfxFkXbpVl/uUIe/0IvSyf9x0A7Nq/FwPrVy1/oIpgTCZQfXaMj4/j7LPPXv4PeFIoFrqmZGmgSBRLRVF7C3KlsZfl52+/BRe8802yWtfsfep5XHvWBbj44otli6EVoUgYKzafKjtQk37bYrchMCdORaVnS5Y+nw8Wt0uxjZO5YBvow4yEO3lmZmdhHlRniXcpDCQJY59dtr6W1WoVuw7ux6qNyu3L6B4ZQiidlK2HarFYxKGx41ixXnklXb70r1uFPQf2SzJXsVg82d1A7eh0Ouj0ekVppfL5PPLFIhgZNWQAYLRZEJS533EzWJZFOBY96WygRqwOO8IxcTRkPbtCNjc/B5Pbccpnb1tzrjzBcOT+mQOn/OwaHMDEdul64o1NT8I1on5D2GaYB1yYmZ3B2rXSP/CnpqZAmBlF7a5cDEEQcK1dgf0HD+B1V18j+fxjY2NgBpxds7u3kRXr12DH7+7He0XuGFGr1VCp1VTVt3c59AaDrCvbiwmHwzA57bKv2Nn6nJgfl6+9XivS6TQI0qDqVVqjxYxMLitKh5fu+Wa2yeTcLBwj8vsqtcPBHTtP2dpv73Mikowjn8/DaBT3jYxlWYzPTOHCbW9ueYxaNWQA4BoewvGpSVn6Wu45sB+utSsVraMAgC2XXARiVRLXXHW15A+cfYcOol+BO1CFgDYaQbvsmJycxJlnninaPKVSCXq9vum/ndKvvWa9LAFAZ1DGClndh8zn82Es4MHMvLy7tsvFIoLHpxH2LCRlSvEhSyQSTQX9H9x2NRIRcVad+OJw9+GXu548+TNBEKCtZiQSCcG9GXsyIWNZFpNzM9h6/utP+XzxCpTyONVnSafTwex2wuv1itbstE4kEkFVr1tSF6FWDRkAuIcHsPOZnZLrUSqVCvYcOoAL3vUmnHnBuYrWUbAsi6d//ScEg0FJe1tWKhUcOH4Ur3rPWySbU2pcq0ew//AhUROycrkMnaG535maNDyN6EkSpVJJ7jBOJjz3/eUv2FCO46wLz5M1HpZl8eTP7sJnPvMZmM3KsZiIx+MgmzxDGhMeNUBbzYjFYoInZOoVUPEgkUigWKvCJOPWZKEw9TsxL4GOzOPxwKyynp/twJhMYCmD5BqpyclJ6OwmmCzKuWm2YqFsOYoDB6V9cZmZmYHBbu6q3ZWLWbF+LfYeOYharSbaHOVyGfou0Y/VUcoKWZ1pzxycA/L7NBIEAXOfQ7b2eq2IxmKgrOr/HpNmExKJhODj9mRC5vF4YOl3yV7nFwLnYD/GZ6ZFn2dqdgbWge5NyICF5Nbj8Ug65+79+9C/Tj07B1dsWo8de/dI2hT76PFjcHRJ79RWmG1W1CiDqL0tS6VSyxUytaKkhKxWq2He74NLAS3GAIBx2eGRaaNSK0LRiKK1slxhbGaEo8L7MvZkyXJmbhbmLkku+oYGsef5PaKX2qbmZ+G+SPxt+XJi7Xdhdn4eF1xwgSTzlctl7D1yCBe9Wz2lOGe/GwcrBfj9foyMjEgy574jh7H6SnW1ReoE2+ggjo+PYcUKcZrLl8tl6Fq0aFLbhqY6OoNeESVLYEHWoWMoxWw8cQy4MT0/iyvkDqSBUCwC82b1d9ow26wIBYTXvPVkQjY2Mw33eRtP+/zGN7wD8xPirzZ1ysoNa3HHo3865TOTxYyKjkAsFkNfnziWFJVKBb5gEBvcly95nNoaPC/GNTiAyd1HJYtnYmICpMsmq19RuyyULVdi/8EDkiRkiUQC8VwaW5fpqKFWUXojg6tX4ODho7jmqqtFiWGhZKnOW/7iDU11dHo9KpWKDBGdyne/+1386le/QiSdxEP3/0XucAAA1UoVuWgc//vjO/H2t79dEcaw4WgUm21bTvtcTaJ+4IQX2WHhcwV1fjt5UC6X4fH7sO7aV5/2u8XJjlqw9LswPz8vWkIWDAZB2y3L+hepscFzI87+PhwMBFCpVGCQwBpg17596F+nvp2DKzauw8tPvog3vuFa0cv+MzMzsA71LzuPWkXpjbiHB3Hk0edEs3Eol8sgWqyQqW1DUx1CISXLm266CcMrV8BLlbHxXGVUEliWxfZf3IMvf+rTcDgccoeDSqWCZCbVVLutNlG/xWZDKBoVvDLVcwmZ3+8H7bB2jTkiAFgG+jA9O4vzzjtPlPH9fj+MKm3C3g4GkgRlNSEcDmN4WNx+neVyGQeOH8bF732rqPOIgcPtQqZags/nw+joqKhzHZsYh71Lve8WUzconp+fx/r1wvfrXGqXpVrR6ZVTshyfnsIqBZXWCYKAddCNubk5RSRkyWQSlMnU1IxdySXzZi8rFEOjihpyuZygu1h7TtQ/Pz8PU79z+QNVhHt4EGOz4jXH9vh8MLkcoo2vJBinHcFgUPR5xsfHQbpsoEX2jxMDgiDgXLNgEis2Y9NT6B/pbkF/I3WDYjHoyoSMNCiiZJlKpRBNJ+BwK0ubbB1yY2xqQu4wACxYXjBd4GxQh7FZBN9p2XMrZOMzU3AONX/j/to/fErxGqibf/K90z53DrixLxREsVgETQsvKJ3xzsO5Zfm2Pu/efCkKuZzg8wsFYzLh7iM7ljzG1GeHx+cVbbWxzp4DB07bXakmDd6KDWux86mX8KZr3yha2TKXyyGWSmCra/kXqG7QkAGAa2gQE7MzEKMXwlIlS7WeP0KvR7FYlCGiU7nnnnuwZ/ceBJJxuUM5hUIuhwemvXA7XLIbw8bj8ZaWF8ovmZ8ObbUgHo8LWiXoqYSMZVlMzM7g7C3N3dibJTt82PSdH2LsX/5J0DGbodfrYe5zwOfzCd76h2VZeAN+XHzVtmWPXS7ZUQOOPhfmJsVtOVIul7H/2OHTjE7VpMFz9PchXS2JutvS6/XC3M+t32w3aMgAoG9oALueFcegeEHUL40xrFT3PgOpR1EBJUur04HrP/5BbNx6jtyhnALLsnjq5/eI/oLJhUg0AroLPMjqUFYTYrGYoGP2VEKWSqWQLRUl80E543s/kuSmBABGtwtz8/OCJ2SZTAYVAqosrXWCzeXEkR3iNnqempoC6bSo2uiUIAg4V4/g0OHDoiVk7WgXlaxBAbivABjNJlSJBb2N0LqfYrHYcoVMaKS69xlIEgWZV8hYlsWBY0dw1puVZDCxAEEQsI0OYGJiAtu2Lf9SLSb+SBiWQfU2FV+MyWZFIBISdMye0pB5PB5YB/q6whB2Ma4hNyZnhd+GGw6HYXSo38iPK2abFalsRtQyyL5DB+FaLa4YXgpG16/BzoP7RBt/3u+DtUe0i40YnXaEQsLe6AEgXyzAoOKmzs0wkCTyMidkwWAQRdRgczpkjaMVfStHcOCY/D2Gg5EwrArYXCAUFocNgYiwnV16aoVsdn5uSUG/EM2xv1Sp4ssN7U/eumYrAOArOh1u5ymoXao5dt/QIA6+fEjwUkckEgFt5ybEVHNz8ToEQcDosCESiYiyg7BWq2HvkYM474Y3nPY7tWkYXYMDOJBNIxwOC97TDQA8AR8G13Jb+frolz6jaA3UfT/lpiEDANphQzAYxKZNmwSNoVAsgmxhpyGEhuz/eHz4P17/yZ/r974fjA7jByv4raK20pAZKBKFeIbX2Hw5PjaGb918C751s6xhLMG5WL9pEz743vdLYufTDJZlEY5GcYaje3brW+12zAjcaq+nErLx2Wn0bV7T8vdCNceu2wK+dc1W/GVmofx1PgAxXc5MVgvy1bLgpY5wNALGxi0hU3Nz8UZoi0lwsWadubk5wEg3LZsLrWEUG4Ig4Fg5hKPHjgqekLEsi1Akgo0cr2W1aqCaYXZYERT4zRsA8oU8DM7mm36EOn/N7n0rAXyD98jNISkK+UJBpNG5sffIQQCvlTWG5fibf/wwZmZmsGHDBlnmT6fTgEEHsotWaE1WCzL5nKCb6XomIavVapjzevBqBfnECAlBELD0u+D1egVNyAKRMKwj3fNWwwXKZkYkKo5r9OGjR2Bf2T02DoNrV2HP4YN47eXCPpCy2SxqOoCkhTdI5YKU+s/FmG1WhCb8yx/YJrlCASTVPbYDwEJCli7kZZs/k8lgxufFnyf3Qi+RPq8TjuwaxaEjR2RLyCKRCIyO7tGPAQvPXMZmQSwWE8y3smc0ZKFQCHoTI2mfseOf+oRkcwGAsc+Bufk5QccMRiKw2Lrri7QcZrsNoajwKxQsy2LPoYMYWaf+Xm51BleMYNbvRTabFXTcRCIB2iqc4aKasNisiMSEfyHI5fOgRLDFaYZU9z6KppDLy7dCduzYMdhGBxWdjAHAivVrsPvQfrAsK8v80WgUNMdKi5pgbBZEIsI1Ge+ZFTKfzweTe2k/ox996WvY+eSzwk78h/sEG+qiqy/HJ25vLVToGxrA+LEZvEmwGYFYIo5NHL9IavLRWgqjxYxIQPgVimg0ikQhi6397qa/V6MXlN5ggGWoHxMTE9i6datgc2WzWZBt7OxVqwaqGYzJhGQ6zWu+ZuTyOfS1WHEURb/4s18LNlQrD0YDRSFXkM/7cM+hAxhYK04zeCGxOR0o6Fh4PB6sXCl9u7ZAKAhmCS2yKM9egVjquUvbLQgLKC/omYRsdn4elmUSsk/cfjM+cbtEAYmAa7AfLz6xQzBhf6FQQLlW4fxWrSYfraUwWy2Yjgtv8Dg+Pg7r6EDLfxu1emn1rRrBoWPHBE/IDAz3cqVaNVDNIGkK5UpZ8J6qmXwOFMM0/Z3a9It1aIZGLl8QxbdtOfL5PI5OTeDy17xT0nk7xbVmFAcOHZQlIfMGA7CvG2z5eyGfvVLqPy1OB3zBgGDj9UzJcsozB9eA8DvBlATNMACpR1Qg/VMqlQJtNnWlTchSmCwWxJMJwZf3Dx4/iv5V6re7WMzw6pU4OHYEtYbdxXzJ5/PQy6QfkxuCIEAyNHICdr1gWRbZXB60hJINKdAbDIAOsvSzPHr0KKwjA6oRqq/YuA4vH9grS9nSGwzAxqHjhhCc8b0fSTIPANj7nPBqCVl7VKtVeAI+OFqUiroJs9sJv1+YclsmkwFl6g1D2EZImkIVNUFv8uVyGcemJjC0UvnljXYxWS2oUQb4fMJ1OFgwMZXv9iS1/nMxOoMB5XJZsPFKpRKgO5HAdBkkLWzyypWd+/diYJ30q02dYu9zIcdW4fF4JJ23WCwilc1IZsguJVaHA4FwSLCX0e77djYhEomANBuXfZPpBh8txmWHx+vBli1beM+XyWTaWqVQm4/WUpAMg0wmI9h2Zo/HA9phXXJTiRo1ZHWsIwOYnJrCihXCJJylchkGUr7bk1w7LOvoDHpBE7JsNgtyiWtZzdeegaGRzWbhdEqzAgMsnM9jM5N47eUL5Uq16Gf71q3Enn37JC1b1s3Fl6q03PiGd2B+onNj81tqNdzS8HNd/3kbgNs4tF5bipUb1uKOR5ubVpEUCb2RQTweR19fH695gB5JyAKBAIzO5a0busFHy9nfh9lpryBjZTIZGEzNNSfNUKsOpRmUaSEhE+JLBgATU5OwDC1dMlerhgwA3KPDODJ+HFe8Vhj7i0q1Ap1O2TvXxESn06FarQo2XiaTAWVuvdqt5muPNDKC7/JdjkOHDsE2OgQDufCSrxb97MpN6/HSA0/hrW95C6cesUIQCoXALGN50SrhaYdm+s8LAAi3ra45phOdNYR4VvREydLn93Huiad2HO4+zPuFKR1lc1kYelTHY6Bp5PPC+RsdHj+OgVXi9HxUAgOjwxifnUalUhFkPIIgwEKeLfpKgGVZQR+YmUwGhi7Tj9UhjTQyGWnd+l/etwdDG9ZIOqcQ2JwOVBkDpqeFb7PXCl/AD6Oze62TaIcFgWBQkLF6YoVs1ueFY+2A3GFIgslqQa5UQDabhdnMz8cpnc12nQiYK3qaFCwhK5fLmPV48NrXXbLkcWpukE0xNCibBT6fD6tWreI9l16nByvgJgG1IfSuwW5OyPRGBslUSrL54vE4pnweXPH6pb/PSsW9fjV27duL9evXSzLfnN8Hx3rpzLCl1n/a+lyY8wmjy+uJhMwbDGDztjOXPa4bNFALvRjtCIfDvBOybC4L0sW9ZKlkLxlgeR+3RnSUcAmZ1+sF47KdLG+olR996WtLnj/zYB9mZmcFSchIkkS1wr1kp2YNVDNq1aqglhexeByUxdTy92o+fyarGdGE8DY1rdh/YD+ca1ecYgarpnvf6jM2YOfdf8U73nY9SAnuSfN+L867+OwljxFcg/edHwo21HL+lQ63C3OHdgoyV9cnZIVCAelcltMOj27RQDEOK8LhMNasWcNrnFyhAIrmvtT84K/u4jXfYm7BrbgNtwo23idub73Csxg9aUBOoIRsZnYWpv7l9QVLrUApg6WTWddQP8ZnpvDayy/nPZORYVAtc0/I1KyBakatVBFsQwkARBNxmGytX9DUfP5MFjOiU8KUjJaDZVns2LMbKy4+55TP1eRhaTSbQPXZcPz4cZxzzjnL/wEPMpkMCuUSjJalFwfUosFrhtXpQDgeQ7lc5p3gdr2GLBKJwGhfeodHt2F02OAL8PdGKRSLsq7q3IrbZJvbQJEoloqCjDUxOw3XcHd74AGAe3gI4zNTgvgcMQyDmgzeUkqhXCqBaWHi2gmRRAwma/e1rgEWZBrReEySuQKBAKK5NNwj6u5HO7hhDV7aI341KBgMwuRydPXzV6/Xg7EvLILwpetXyLq1h9ZS2Jx2+AR4YyyUinBS3EX9gq/wrJFv1YikKBSK/BMylmUxPT+HLedfI0BUysZktaBUqyKZTPJucG8ymVAp9GZCVi6WQOr0gpYsI7EYBmzK1ih2itlmQzSRkMStf8++vXCtW6n6BGPF+rV4dsefkMvlYDK1LmXzJRAIgO5iQX8dxmlDMBjEyAi/jVtdn5BFohFQHJsUd4OGDAAsDjvGI4d4z1csFqFvwwvqg9uuRiLCr0vALcApRcq6n8ytAO/1Moe7D7/c9SSnY/UGAwpZ/glZOp1GrlTktDrxscvehJBHOHNVoRlYMYI7n3toyWPMbhf8fj/vhMxqtaIsY9NoOclns3DYhVtVqFQqSKZTXbtCRlIkoNchk8nAahXPfLRWq+HFvbtxxhtPL8mrTYNH0hSso4M4dOgQXvWqV4k276zXC1vf8v5wStbgcdEem1x2eHxenH/++bzm6vqELBAOw7KMB0qdbtGQmW1WJFJJVKvVU4Sn7VKuVNr6e67JznI085O5EMD9gozODb1Bj1KFv4bM5/PB3O/i9HBdLtlRA6Y+B+a9Hpx11lm8xrHZbChm5GsaLSe5TBYOu3CrColEArTFLJnvlBwwNgvi8bioCdns7CxKJAF7n+u036lRgze8cS1e2rtb1IRs3u/B4KXLr8yqSYPXDIe7D7PH+e+07N5v6AmC0QgsAt7c1IBer4fByCCRSPAap1wpQ2/oTXNOvV4Yp/RAMAjG2X0tQ1ph73dhzsffmNhisYCoVlEuCedWrxYyyRQG+4Rr8xaLxbpetkFZTYjFxNWR7d6/F33rV4s6R51NAu4SbMXwmpWY8nt4PydaUa1W4Q+HYJeoh6WcOPv7MOf18NbPdn1CFkvEu3apfiloiwkpnt48lUpVVrd0OfsJ6vR6VARwSvf4fZI11VUC9j4XvAH+vVQJgsCAux9pkR4WSiabSGG4f1Cw8SKRCKgldlh2A7TNilCEv6i6FZVKBTv378PqTdJ4d0nRIFuv18OxagQHDoqj041EIqAsZtXb/XCBMZlQIVik02le43R1QlatVpHOZpbdctuNGEwMkskkrzFqtRoIGcsccvYTJHQEqjUBErKgH3b36SWObsVityGWSgrSmH2ofwDpeIJ/UCqjlMrC7RZuhSwQDsFs7+5VWqvTBn9IPOuLyclJ6Ozmrnu5H9m0Fi/v2yvK2MFgsKsd+hdjcjkQ5OnY39UasnQ6DdLIcNZO8G1wKjZLNTldDGU28l6KrtVq0Om4C4uVLMwE2jSGJXSoVfk5xbMsi2A4hE0cBe7dcP50Oh0YmwWRSIT3jqNVwyPY4Z8Ezlj+WLWJqpciF0tgcFC4FTJvKADbmfzNepWM1emA78iMaOPvPXgA7rUrWv5eiGeHHA2yB0ZHcPSJFxCLxeByCfvi6PP7wXBMyJR87+P63GCcNvj9fmzcuLHjubo6IctkMiCN3L18hGhwqhRokxFJnsuntVq1rRUytQszGyF0OlR5tu5JpVIgKHJhFxgHhD5/m77zQ1lWGWnrgsCab0I2MjyCwhFub+9qFFU3o1goAOUqnE7hyty+YADncRBWqxmb04G9kfCJl0hhV/UrlQp2HzqAbX/z5pbHCPXskLpBtk6ng2P1KA4eOogrXnuFoGPP+b1wrOTWcLsbnh1WlwMenv6fXV2yzGazXdu/bTmMZhOSGen6u3UbQlgOxGIxGDl0iBALKXQozaBsJkSj/OxPAGBoaAjZSFwQo1m1EA9HsHJkRDDLi1wuh3yx2PWyDQNJwmBkEI8L30JpenoaBrsZpi49h8MbVmPXgf2Cj+sNBnpKrmHvc2I+wG9DUw8kZNyNTbsJ2mhEMsNvhUyDH/F4HKTFKHcYkmOyWRGMRniPY7fbYTRQyKZ65zqO+ILYuHqtcONFImAcvdGpxOiwCeKWvpgDhw/BuXpU8HGXQsoNTQOjI/CEA7w3gTVSLBaRSKc4tSzsFmwuF4LhEGo8KiuylSwJgtAD2AXAy7LsdQRBuADcBWANgBkA72ZZltfrTi6Xg76NhKyrNGQMg1AmK3JEp/K5d34Q4wePSDpnO2zcshn/9sdfcjpWiFWZeCIByiyeC3YzNn3nh6esjNV1KMc/9QnJypdmqwWx6RDvcQiCwMY1axHxB5e1rhG8ObHALNeguE4uHMeacy4WbN5QKAQjRx9GtUM7LAiGQjjzzDMFG5NlWew5fBBnX3fVkseJYir+s18LNtRSpuI6nQ62FUM4duyYYJ5k0WgUjM3CuXys5GcH1+cGSZHQ0RSSyWTHkgM5NWSfAnAUQP1u8XkAT7As+02CID5/4ufP8ZkgX8hD38aW227SkJEUiUKRp9M50d4CKtdkRy3oeK4qxJIJGDl2iRCKsX/5p5OJV6MORUqMFgs8iTFBxtq4Zh2eGD+ANWcuLZRVc3PiOizLIhOKYOXKlYKN6fX7YXLaBRtPyVidDnj8wna68Pl8KOlYWB1Ln0O1m4oPrFmB/UcPC5uQtbGzt1ueHYzNgmg02nFCJkvJkiCIFQDeAuDOho+vB/CLE//7FwBu4DtPLl8ARfdmyZKiaRQK/BIyHUGA5SlsVytsrca7zBNLxGGUeIVMCZgsJiSSCUHGWrduHTIB/uVPNRAPR+C2OQV1m/cE/Zxa13QDdrcLnoCwCdn4xDhsK9TdSJwLg6tW4PjUBCqViiDjhXvA+64Z1Ikd5p0il4bsuwA+C6DxaT/IsqwfAE789wDfSXKFQk+Y0jXDcGKFjE/pjSCEKd2pEZZlodPz+3ok0ilZxdRyGetSDINCqSjIzX1wcBBEqYycxOV3OQjN+3D2Rg4eH23gCwbgaNLqpxuxOZ0I8NTwLObAsaMYWCWtfkwOaIaBwW7B3NycIOMFwuGe65ADAEabBSEeCZnkJUuCIK4DEGJZdjdBEFd28PcfB/BxAFi1amlvnWq1DJ2e+y7LbvIy0ul0YLGQWHS60qPT6cHWuCdk3aTBY1kWujZLtovJZLOgGe62K6LoKH74U8GG4qqlIAgCBppCPp/nvdqj0+lw1vqNCM55sHZz62RFyT5GADcvo4QviE1XXyjYnLlcDtlCntNLQTdo8EiKhJ6hEY/H0dfHzW5hKUqlEqY9c3jtNcuX8brh+rOPDmJsfAzr1q3jPV8kEYV5ZA3n4z922ZsQ8gi7uikUAytGOPcZNtutCPs632Euh4bsNQDeRhDEmwEwAGwEQfwaQJAgiGGWZf0EQQwDaKoKZln2xwB+DADbtm1bMlsoV6ttrXJ0i5dRHUKnQ7Va7diXx6DXo9aGW303afBq1SoMPBqzsyyLTDYLqo2ErFt0FABAMgxyuZwg5bdzzjgLf9nzwpIJmdp9jCrlMrLBqCAPwzrhcBhGp43TC1k3aPAAwOi0IxQKCZKQzc/Pg3HZOVVZ1H79AYB7dAjHDk3ijQKMFYnFcJZtC+fjuSY8SsdssyJwaKrjv5e8ZMmy7BdYll3BsuwaAO8F8CTLsn8L4H4AHzpx2IcggBdepVKRtRej3OhOJGQd/71eh1obK2TdRK3G8jKYrFQqqNSqMJBd7b3cEgNDIZfLCTLWxo0bkfIGBS1FKY2Qx4d1K1aBaSOBX45wONyWsLobYBwWwawvpmdnYBnkn9iphb7BQcx5vSiXy7zGqdVqSKSSXe991wyz1YIoDy88JfmQfRPA6wmCGAfw+hM/a8iIQW9ATYAG22qkVqvCYOg8mSqVSjBQZE/4PzVDZzAI0s8SWPAjG3S6EA3wt9JQKsFZD7aetVnQMQOhIBhHbyVkZocdPoF6Wo5NT6FvWLgWVkqHpEjQDit8Pn6lw3w+Dz1FQs+jwqBWKIZBvljseCFE1td3lmW3A9h+4n9HAVwj5Ph6vR5llvtbdTdpoIATOigeqzykwdDWhdUNOpQ61UoVlKHzDSHFYhH6NhM6UbyMBGQpL6PF6Ax6wRIyALjg7HOxc3oG/SPNd7yp+dpjWRbJ+QA2v/ldgs7pDQZgW93P6Vg1n79GbC4nvHuO856PZVnMeudx4aXcym7doCEDAGOfAz6fD6tXr+54rkwmA7LNld5u0ZARBAHKSCObzcJma39TQ1fXU3Q6XVu2Dd2kgQL4CfoBwGAgUa1wT8i6RYcCLGjISB7lxlKpBH2bf692L6NG9BSJYrEo2HibzzoLj+3esaBAbYKar71EOAo7bYLb7RZ03EA4hA3nbeB0rJrPXyM2px3HwiHe975kMokyW+NsW9MNGjIAsLqdmPN5cCmPMbLZLEhjey0Lu0VDBgCkkek4IVNSyVJwSL0B1Wr36k6WgmVZsLUar2VjijS0JervJmrVKihD5x521WoVOh4lT7VD6PW89IuLGR0dBV0jkIoJ36tQbryT07jwnC2Clrer1SpiyURPta4BFkpGpVoV+Xye1ziBQACmPocwQakIZ38fZrweXmMsvIz2pt0UAOhJsuPqQFcnZAxNo8JToKhWKuUKSAPJr2RJkqiWhTEKVBuVSgUUjxWyhQ0lXf31WhJCRwhmMgkslAIu2nIePAqWFHRKfNaHc8/hviONC6lUCgYj03bZXO0QBAHGZuHdZDwSiYDuQR8tm9OJUDjMy3+yVCpBZ+g9/VgdPnKNrv62Gmka5Rz3hqlK7qcFtNeLsVIug+bZpYAiqbYeqt2kgaqWK6Ds7S27n/L31SoInsayaobQEYKukAHAueecgxf++FvgVRcIOq6cpGJxUFVgxYoVgo4bj8fBtNG2q5s8GGmLCfF4HKOjnRu6BiNhmNpwmn/fuZcjK2BzbqEx22z43YHlNW4kTYHV65DJZDq2rOkkIVPys7ed5y6gJWQtMTJGlBPcV8i6yQeqXCrBSPPbQk9TFAptJGTdpIGqVaugqc4TWpZlF1od9CoEIbhNxerVq6ErlJFJprrGBXx+fAoXbTlP8N24qVQKBhP37383eTAazEak02leYwSjEVg2DHM+nkuyoxYYuwWxWKzjhKxWqwFtVge66dnL597X1a/wFosFtaJwO73URDGXh83CTz9CkxQqPVqyrFVqoHgkZBrCo9Pp8Kot52NuvHPjRaURm/HgvHPPFXzcVCoFso2ErJugTAxiCX4ly0QyAVMP+mgBAGnil9AuvFz0pn9lnY674wgch6Iwm82o5HszISvk87DxdEnvZQ1erVwG2cPCVKWydcsWxKbn5Q5DEFLxBMgyi5UrVwo+djyZBG3qvcb2AGA0mxHn2dw+lc2AMRmFCUhlGJgF24ZOIQiit/MxHjt8u7pkaTabUSkUOB/fLV4yAFDI5THIc4WMoWlU8tzflLpJQ1arVPmvkLV5U+o2HzwxWLNmDfSFCtKJJKwOu6yx8GV+bBIXb71AlM0fmVwWjIN7QtFN1x5tZJD2JTqeq1arIZfPt9X2TMkaKKA9HZSeppDOZDqeS6/Xt2U3BShbw9iOfhHg5//Z1QmZ3W5HKct9+3O3eMkAQD6dgWuEuwaiGUaaQSXJfYWsqzRklQpounNRv06nA9uGKTHQZT54LCuKU7dOp8Orzj0fx8cmsVnl4v7YtAfnvU9QL+yTZPM5UIPcTGGB7rr2KJpGLN95265SqQSdXt/WQ7WbNFAkTSHHwzaEpmnUSu1JXbpJw1gtlTtugdbVJUubzYZyviD4bi81UM7k4XI6eY1hNBpRLffeuQOAWolfQtbJW2I3UauKk5ABwPlbtyKq8rJlIhIFUyNEKVcCQC6fB8nj+lUzFE0hl+deGVlMpVKBrgfb/tTR63WoVDvXDjMMg2qPSl0ALSFriU6ng8NmRz7TeT1crZSyOTgcDl5jLLzp9KYGr1Iu8ypZ6vV6sD1qSgwAYGui+bCtWrUKTJVAMhoTZXwpmB+bwiXnXyhar9NiuQR9j3pB6Q0GlMqd37d63bJGp9ejXOk8oTIajaj06GY6ACgXS1pC1oqBPjfSiaTcYUhOPpmBy+XiNQZN06j16C5LPm85AGAwGFDr4YSMrVRF2xRBEAQuPu8CzI9NijK+2LAsi9j0PM47d6toc1SrNRBE19/em0LodKjy6DDCt+2S2iEIAnwW961WK4rZzkvGaqZWq6Gcy3dsGdLVGjIAWDE4jLFoHMOrly8NdIsws5jPw8Au2H7wgWEYVNvQAnTL+QOACo+3HOBEl4M2neq7pcEzINCmiCXYuuVcPPXLl8Fesg0EQShaFAycKgyOhcKwGRgMD/PTeC5FrVaFTsc9qeimDU06HcHLab6T1e1uuvdVq1VQZOf3PrPZDFSqKJfKICluL2VKPn/tnLt8JgubxQpDhx0yuj4hGxkawr5Dc5yO7RZhZjIax8jgEO+3vIWEjPvSc7ecv1qttmAMy0ODQ1FU26uL3dLgGVhIyMS0DRkdHYXVQCMRjsI54FaVKNgjcrmyE7ppQxOPXAzAwup2u7rjbrn3AUCV53eXIAi4HC7k0mnY+7hVabrl/OXSGbgcnWu3u35Nu7+/H8UEP9dmtZGMxTE6xP/t22g0otyDWoBysQgjzfB6YFIU1fYKWTdRq1REXSEjCAKXnHcB5sfVVbZcKFd6sFUEM9hGetlDsFqpgCI7v/ZIkkStUuG1yqZmqpUK77Z7I4ODSMb4mfOqkVQ8gZGBwY7/vusTsqGhIeRiScHbuCiZVDiK1aP8e+OZTCZUCkUBIlIXxXwBFjO/ci9JkmBrbE/u8AWACk8NHhe2nrsV8Wmvqh6c0UAIbrMVAwMDos5D03TPdtkol8qgqc5Xtw0GA2iS6smXUQAoF4q8u7ysGhlFMqzeTTedkorEsGqk8x6qXV+yZBgGLpsD6Xhi2eXTD267GolIVKLI2sfh7sMvdz257HGFWJJXY906NE2jVq2iWq1ysjDoFnPJYqEIM0+Xc4IgYDIyKBeL0HMcS006qOXgq8HjwuDgIOyUEbFQGH2D4iY4QuGdmMalEpQrGYpGucR9hayrrr1SCQxPyw+rxYpCPg+K4TZOt9z7AKCaLy7owHgwMjSMwthBzscr+dnL9bkLAIV4CkNDQx3P1fUJGQCsW7kK0UBo2YSM60lXMtVKBcVEBoODnS+b1iEIAmaTCcV8gVNft24xlyzm8rDyvCEBgIkxolQoguGYkKlJB7Uc1ZL4CVl9t+XO8SlVJGT1cuWWN9wg+lwuuwOzbbS/6aZrL5/LwWnn18XBbrUuCLSdDk7Hd8u9DwAqBf4J2fDwMLKROOcdq93w7K3VashFE7wSsq4vWQLA+tVrkAxG5A5DEmLBMEYGBwUTVNutNhRznbs2q5FCPg+HjX9bHovZgiIPg0q1Uq1WUS1XYDSK3wvw3C1bEJ/xqaJsGfEH0W+xiV6uBACn3dGT/osAkEtn0WfnZ4o96O5HJpkSKCJ1UUjxt0xyOp1gdAZkU72j305Eohhw9cHEo7rSEwnZ6tWrkQ0pczlUaMK+AM5av1Gw8Wwnlu57iUIuDwfPxuzAwlt2LyZkpRMlXyl2EdbLlvGw8l+4fJMzuOjc8yWZy2G3o5LrvWsPAAqZLO8VsoE+N7I9mJBVKxWU8wXYeZ4/giBw5roNCHl8AkWmfEIeP85ax+/Z2xMly6GhIVRzRRQLBdBLlFG6QQeQCUax7irhrBPsFiuiHE3+ukWHUs4XYeUpagUWkllPG8lst5y/Qi4Pq5n/+eMCQRB41dbzsHt8Gq4B7r0bpYZlWcRnvNjy+uslma+vrw+FJPfVCSX7QAHteUGVUlm43W5e87n7+lAaO8D5+G757maSKfQ5XIJ02di0bj0eOvgycPaZyx77scvepNjkbWDFCO587qFlj0sFwthwGT+z555IyHQ6HTasXoOwx48VG9a2PE7tOoBarYZ0MIJVq1YJNqbL7oAnE+B0bLfoUCq5QsdOy404bTZMRLh54AHdc/4KuRzsApw/rpxz9jl4/JcvAq+RbMq2iYcjcNAmScqVADAwMIBcLMlZw9MtPlAAkIsneWtoBwcHkYslOB/fLd/dRCSKlSMjgoy1ceNG3PXwXzhdg1wSHiVTrVSQ8Yexfv16XuP0RMkSAM7edCbCCs3AhSIWDGO4z83bob8Rp8OBUo+VPir5Amw2G+9x7DY7Sj2mvwNOmCPy1PC0w8jICIzQK7q3pXdiBhedu1UyM1ij0QirydxTGh5goY8gWyzz7uPrdrtRzRXa2qnaDSQjMawZFabhvcvlQp/VjlgwJMh4Sibk9WP1yCgv/RjQQwnZhvXrkfJ194URnPPgnE3LLw+3g9Vq7TktSolHL7JGbDYbKrne83HLZ3Po47g7TQgIgsCF52yFd3JGsjnbJT7rxdmbz5Z0zjUrVvbEw7CRaCiEVaOjvEtuer0eI4NDSKhAmygk+WgSIwK29Dp/8znwT3OvEqiV4Mw8zt98Du9xeqJkCSzoyMgqi0wyBYu9+eqH2vu5pXwhbHrLZYLOabfbUcpyW+X52j98SvG9GG/+yfeWPKZWq6GcF6ZkabVaUW5jhUzt11+dci4Pxxr+u1TbYcvZZ+PFe+8CXiXptJxIJ5KgqsCKFfzNmtvhjHUbsH3qEFZt2rDssd2gnwWAiCeA89cu//+XCxtXr8PxQBD9o8snKN2gwavVasiEY4Jep1vOPgdP/fqVnrOtUPK9b7n7Xq1WQ3zGi81veifvuXomISMIAlvPPBu+mTls3No8k1VzP7dioYBiPIU1a9YIOq7dbkeR4/b55ZIdNVBvDsvFCHc5HA4HCmnu1gNqvv4aKaVzvEtG7bJ69WpUUznkszkYzfzKBkLjnZzF+WefI3nvyrVr1uCBHds5Hat2/WydTCiCdRcI81K6fu1a7HpmnNOx3aDBS0Zi6Lc7eXuQNbJixQpY9NTJnrOtUPO9L/z/t3fe4XFV195+l2xZ7rZc5K5i2bItF8mWLPdOTyBAKCnwAbnplZtC2g2B9IQUckMKhBAIBC6hhh4CwZjejHuVrd5771rfH/uMPZYlWWVmzoxmv8/jx6OZM+dsbZ2y9lq/tVZBETMmTmbq1MEnFYVNyBJg6aJkKvOK3B6GXyjKzmPxvCSfN3QeO3YsnW3tYdMXr6G2jsmDaA7rzahRo4iUCFqawyvk21LfQHR04DRkYEJMyxYupuB4dkCP2xeq8gpYuiiw4UowxTk76ptpCZOyNe1tbTSWV/ssqSk2Npb6koqQqHHnC8oKi1gwd3Ci9K6ICKtSlodcz9n+UHDkOKuWr/DJvsLKIEtMTKSxpGJICjXLcwpY5oebvogwaUI0jXX1Pt93MNJQW8fUSZN9si8RYcrkyWElrFZVWusD7yEDWJYcfAuu1uYWWiprmTt3bsCPPWzYMJYkLaAwDDQ8ACV5BcydHeuzDhHjx49n8rgJIVHjzhdUF5ayYJ7valh6WJ66nIpjeUOyn3R7WxvVuYWkLBtcuQsPYROyBNPXcn5cAkU5ucTOP30lEKo6gI72dmryi1nw0QV+Oe60KVOor6ll/KTevR5DQYdSX1PH4pg4nx1z+pSp1FVV96lG1lDQ4DXU1jF+7Dife2r7wrx586h/+P/oaG9n2PDguLUV5+axcO48V+YDICV5CY+99TIJyb3fG4ZCHa2SrDy2LU716XGXLUzmYE7+Ga/fYNZAwZl1UB0dHdQXl/ll4TBt2jTmTJ5KcU4eMxO6v7cG8/z1Nnd5mVksik8cdCFdD8Fx1wog6ctSeer9N7o1yEJVB1CSV8DcWXN8IkTvjmmTp3KsD1Wrh4IOpbW+gckLfeMhA5g5bTrvlvXNQzEUNHi1VdXMiBl8H9WBMHr0aOJmzqK0oIgZcb5J3R8sZTkFnL/UvUyDpKQk6h5/iPa2Nob3YhSGeh2tzs5OavKLWfQh32aZL0xK4s1nH4Mz1NoOZQ0UQEVRCbOmTvepfsybDRlr+Oc7r/RokIXq/BUdOsbV51zos/2FVcgSYNGiRdTkF9PR3u72UHxG0fEc0pb6xmXaHTFTptDYj6rfoUyLD/q4eTNtaky/KqaHOrWV1cyKGXhz3cGSsjCZ0twC147vjapSW1jK/Pm+DwP1lTFjxrAgNoHCrBzXxhAISgsKmRk9hcmTfbeYAkhISKClsnbI60CLsnJJ9WNZlqVLl9JcUkHjEOqvWltZhdQ3s2CB7yJTYWeQjR07lsTZsRTl5Ls9FJ/Q0dFBTU4Ri5OT/XaMKVOm0Fo7dC6knlBVmmvqfHpTnzJlSlgZZI3VNcwYZJX0wZA0P4naghLXju9NdXklE0eN9amBPxBWrUin6GjwSgl8QcHh46xJ813LOA+RkZEsnj+0dXiqSnVuIYsX+e8ZEhUVxboVGRzfe9Bvxwg0x/YcYPOqNT7JyPcQdiFLgFWpK3h615vMTow/5f1Q1FGU5OYTP2OWX0XUU6ZMoan6zCHLUNdAtTQ1MSJi+KCrLXszdepUmmvr6OjoOOOFu/eNd4J+/pau6f2h11xVO+i2NQNh+/btbN++HVXl9R3bOZ6TTeSIEQEfhzdlhcVMGTaSm266ic2bN7N582ZXxpGcnMx9jz9MS1MTUaNGdbtNKN77PLS3tVGdU8iyK67xy7GXL17Ko29uJ2FRUo/bhKr+GKCmopKxw0cwfbp/Pdvr1qxhxx9+S0fG8tPuhcE8f93NXVtLK9VZ+ay+5OM+PVZYGmSLFy/mgacfP01XEYo6isKj2Zyf6vuVoTcTJ06kvbnljDqUUNdA1VZWM31qjE/rRUVGRjJt0lRqK6p6rcMDsHTNyjMaPMFMZ2cnTS4ZZN4Gz7wH7qdywnDm9qGpsT9584nnufrsD7JwobvjiIqKYuXSVLIOHGFhWvfShlC893nIPXKMJYnz/aahXbBgAfWPPURbaxuRI7q//4Wq/hggPzOL9CX+b+s1depUkubEk3vk2GnGbajN3/EDh1m+YIlPWux5E3YhSzC6ioXxiUFZs6g/tLe1UZtfxJIlg2/Z0BsRERHMmBpDTWWVX4/jNjUVlcyZ4ZvGut7EzpwVFqnz9TW1TBg7zmdlBwbKovlJVBYUuzqGjvZ2GkorfF6oeaCsW7WakoOZQ7KmVuGBo2xc47/O8qNHjyY5cX7IPy+6Q1WpPJ5Hqo/KNpyJbRs2kb/nUEifh52dnRTtP8Lm9b7tigNhapABrFqeRvHRbLeHMSgKjmezMD7Rp83Ee2LWtBnUVgxtg6y+qoaZ03zvtk+YE0tNWYXP9xtsVBSXkjjHN0U5B0NiYiJ1haWu3vTLioqJmzHLdePUw+zZs5k2Lpri3KGhnfVQUVLK6M4I5s3zTbuknliZspySY0MvMaK6rIKxw0Ywa9asgBxv3rx5REeOoiQvOBJvBkJ+5nHiJk9nzhzfZ3KHZcgSjK6i5fGHaW5sZKSjGQrmWihwej2U4qPZXLZuW0COPXvGTHLyD/e6TTDrAODM/dxaquv8Em6bM2cOTW/uOON2oazjAagpLSctcWkAR3QSj4YMzKr/vdfeILswv0fNlL8pzStg5ugJ3FRqPKNuasjAFCnesnY9j7+1PWhKgviCrN0H2bpm3aCbiZ+JRYsW0fTYQz3q8EJVP5t7OJM1y9MC1tZLRDh30xYefu1Fpsee7Jn5yfXnU5pfGJAx9JeY2TO589VnAXNvyd19kOs+OPi+ld0RtgbZiBEjWLF4GdmHMlm4YhkQWrVQmhsbaSmrItmP2ZXezJwxg6Y97/S6TajpALxRVRoqqvwibJ0xYwZNVTVnLFgayjoegMayKmZvCmwDbQ9dDZ4HH3mYgsjWHvvW+ps3Hn2WT37oclcq9PdEamoqj/3rGWoqKpkw2d3MT1/QWFdPY2EpGVf5X3cZFRXFiuSl5BzOJCn19EVHKOpnOzs7qTyex4rzLg3ocZctW8Zjzz1NVWn5CV2tx+AJdkryCxgvI0hK6jnBYzCEbcgSYFVaOuWZ2W4PY0BkH8wkbUkKIwKUSTZ9+nQaKqpDOvbfGw21dYwdOdovhREjIyOZPX0GlSVlPt93sNDe1kZzVS0zZsxweygALEicR02RO/Pd1tpGU0W1X0Iag2H48OFsW7eBzF373B6KT8jcc4ANaasYFSAv6Kq0dMoyh07YsjgnjzlTYpgypfdkI18zfPhwzt20hcydewN6XF+QtXMf52/Z5jePbFgbZAkJCYzqjKCqNLQE16pKWWYWq9MDl5E3btw4ooYNo6mhMWDHDCTVZRXEzvSfjmJR4nxKC4Krz6IvKS8qIW727IAtEM5EfHw8tUVlriwgKorNXLjVLqk3Vmesoj6vJOQLdLY2t1BxJJsN6/wn5u/K3LlziWzpoLp8aOhB8w8fY136KleOvTJ9Ja0lldRV17hy/IFQUVLK8MZWUlL8lwAR1gaZiLA+fRXZB4+4PZR+UVlaxlgiiYvzXc/FMyEiJMyOHbJenqrSMubG+m8+ExPmUlccWoZ/fygvKGLRXPcq0ndl4sSJjB85irqq6oAfuyy/kORE/4Q0Bsvo0aPZvHI1R98PPe+EN5l797Ny8TKio3vvr+tLIiIi2LByFTkHjwbsmP6iubGRpqJyli1b5srxo6KiOGvdRo68t9uV4w+EYzv3ct6mbT4tBNuVsNWQeUhbsYKnd/yHjnXt/OxzXwsJYWbugaOsz1gVMCGmh7mxcbxTknNaQV0PoZYU4U1jRQ1zVvhP/xQXF0djWWWvBWJDOSmirricxPRNAR5R7yxMnE9xQRHjJwXuoQ1QX1rJ3JWbA3rM/rBx/QZe+vUvaE5bdiKhKZQSStpa2yjZl8knvvCVgI9jZfpKnr31ZTrWpAdNA/uBkHXwKOlLUlzNAl67Zg3/enU7DbV1HN9/KGifvUtXpxOblEh7eQ3paWl+PVbonlE+Ijo6mqQ5cRQczw4JYWZ7WxtVWfmkXfKxgB97zqzZvHxwV4+fh1JShDeqSkNZpV/1T6NGjWLOtBmUFRYxfU73hl+oJkW0tbTSXFETUI9tX0iam8jh91+HACZ+dnR00FheFXT6MW/Gjx/P+uUrOfj+PpauM43PQymh5Pjeg6QmJTN16tSAHzs6OpoFcQnkZWYRvzB4PML9QVUpO3ycKz92ravjGD16NFtWreW99/eSumltUBfFfvf57Zy7cYvfJRlhHbL0sC5jNYWHjrk9jD6Rd/Q4i+fOY8KECQE/9qxZs2goqxxywv666hrGjRzl86rLXVm2KHgaX/uSkrwCkhLmBp1mKjY2lvoAh4krS8qYOTWGqKiogB63v2zZtInyI1m0NDW5PZR+0dbaRuHeQ5y7LTDlfrpj4+q1FB4I3bBlSX4Bk0eNJTbW/ZqBG9dvoOZ4flBrk+uqa2guLGd1hv/1dtYgw9Qk66iup77mzP0a3abo0DHWrnRHiDlu3DgmjBnrii7Hn1QUlTA/3v/lCZLmzQ+axte+pCy3gCULFrk9jNOYMmUKwzsJqIC9vKiYBQn+LVLqCyZOnMiG5RkcDrFMt2N7D5A6P9mV9lweFixYwLCmtpAV9+fuP8LmNesDLnnpjrFjx7IhbVVQaxqP7tzDWes2BCS8G/YhSzBpuOvTMnj8oX/SUFfv9nB6ZO7iBUQ0trJgwQLXxjA/bi5lhcXd6nJCSYfiTXVxGSsXLvf78WfPno00t9FQW8eY8af33QvF4pKqSk1+MQsvvMKlUfWMiDAvPoHywiJikwJjJNWXVJC4YUVAjjVYtm7ezKu/uYXm5Uv41wOPBP21e8HVH6Fwz2Gu+fyXXR3LsGHD2JSxhjf2HWL5ZpPlGSrXblODEfOnXhOYVkl9YfPGjdz3lS+w+423g06X19bSwrCmNr7xh+sCcrzg+u1dJCN9Jf95900++OWP+TWLYjDsfuVNMjKSXR3f/IS5ZO59G5ac7hEJJR2KN/WlFcSd63/9U0REBMuTl5J3LIsFy0/PbgoFDWNXKktKmTRmXMBrGfWVpIREXs4+EBCDTFWpK6kIav2YNxMmTGBj2ir27dwTEtfugXd2kr5oCTExMW4PhYyVK3n21ZdoW9NKZNSIkLl2j+87yNrU9KBp6QXmPLzy4ks52lLDktX+Fc33l10vv05aTByjneQXf2NDlg4xMTEkTJtJYVZwFv7raG+nIjOHlQGsPdYd8fHxQ6p8Q0tTE52NLX6p0N8dKYuXUJkTnC1CBkLBsRzSl7iTOt8X4mJjaSgNTGipvqaWcVEjXdF3DpStmzdTdTQ36OuStTa3ULzvKOduO8vtoQDGiEhNSib7UOhoyTo6Oig9dJx1a9a4PZTT2LpxM6UHM2lraXV7KCdobmyk+ng+G9b5vol4T1iDzIsNq9ZQEKRizdyjx1kYNzegdXe6Y+rUqQzvVBqDOLTbH0oLipgfn+D3XngeEhMTaauqpbkxeEWsfUVVqcrOZ3HyYreH0iMzZ86kpaqO9rY2vx+rvLA4IFpEXzJu3Di2rl7H4Xd2uT2UXjny/l7WLF0eVJ7YjWvXUXTgSMgkORUcy2Lu9Fmu6u96YtKkSaQvWkpmEJX9Ofr+PjasyGDcuNPlJf7Chiy9uP3227n/gfu5/ae/CtgDuq+0NDTygfMv4DPX/Zer4xARFs6dR0leAQnJp2rZQkVH4U1FQTGb5gXOoIiMjCR10RLyMrOYv+zU44ZaHbeqsnLGDY9i1iz/dTjoK7feeiuPP/54t5/lFeTzzNNPExnl35T1+qoaokeP5S+333HaZxdffDHXX3+9X48/UDZt2MhLv3yd+ppaxk7wb6bxQGhubKTs0DE++5Wvuz2UU4iLi2PKyHGU5BXw+J/vCfprd9nyVK465yK3h9It27dv5/133uW1d99m57JFiMvP3472dvL2HaZ29Vomjh9/Sp9cfyKhYt13R3p6ur77rm8NgKeffYbdVYUn6vMEA9XlFRz+16vc/M3vBIW+7e233+bp3W+Rfk5wFQIdCDseeJz//n+fZObMmQE75qFDh7jnucdZe8kFATumP9jz6pukT43j3HPOdXsovfLEU09xqLWSRWmpfj3Oa/94ki9+9Bpmz3anwfpg+PcL/+a17EOknR181/SeV99k8bjpXHxR8BkT7777Lo+/tZ1VHzzH7aH0SmVpGVn/eYsbv/GtoHM2eHPX3+6mOnok85cluzqOA+/sJI4xfOSyy32+bxF5T1XTu/sseP8yLrFqZQblR7Pp6OhweygnyN5/mE0Za4LCGAOYN28edUWlIeOq74nGunqGtXUEvCH2vHnz6KxppKG2LqDH9SWqSsXxfFKWBU+2Vk8kxMVRX+JfHVlbaxsttfUB0yL6mg3rN9BcWE5tZZXbQzmFxvoGqo7msm3LFreH0i0pKSm0V9YFfU/GrN0H2Lp2fVAbYwDbNm2hcM9BOjs7XRtDR3s7Jfsz2box8IuT4P7ruMCUKVOYPyuWgmNZbg8FMDf6ymN5ZKwMnirG0dHRTBg5murySreHMiiKcvJYPG9BwOvxDB8+nFUpK8gJIUFwV0ryC5g+Pjoo9ShdmT17NvV+LmhcWVJK7IxZDA+ytP2+MnLkSM7bvJXDb+9yeyincPidXWxdvS6gOp7+EBkZyZZVazm+J3i0T11pamikPq+E9LRunTJBRWxsLLGTp5Gfedy1MWQdPMLihHmuZPOG5t3DT3h0KA0NDZRUVTB+yiS3h0RzQyPD2jp5/+XXgkaHIiKkLFzM4Zw8oqdOPvF+qGmgKvOK2Lx6sytjyUhP5/W/3YmuXH7CIAylOm75B49xbsbqoCgueSYmTpzIyIjhNNbVd1v/zRdUFJeyJCG0BP3ebN++nRdffJHtr73K3vd2nuhx6SatLS0UHcykee16Ro8cFTAdT39ZvWo1N5z9HX77rZuC8npobWlh9cpVASvdMBC8NaCNjY0UlZcxIWZy71/yBwo1peXMmjade++6Gwis/tNqyLqho6ODG3/2Yxadv5EJk901yl75x5N88kOXk5SU5Oo4unL06FHuevpR1l5yvttDGRAdHR1sv/shfvzN7zJmzJiAH19V+elvfsn0NSlMnRlaYa62llZe/ftj/PCG77gydwPhrnvvoWn6OL/VI3vnmRe5YsPZLFmyxC/7DxSvvf4az+5+i1UXuF9e4r0Xd7B2ThLnnB3c+iyAex94gOKRHSxcEVwlYDra29lx36N863NfDor6bX1BVfnxr37BjDUpxMwOnLYXID8zi+bDeVz/uS/4zbi2GrJ+YioxryZr/2FXx1FRUsoYjWDevOBrxRIfH09rVS0tzc1uD2VAlBUUETtthmsGhYiwIWM1uQeOuHL8wZBzJJOUpEUhY4wBJMYlUOmn+nmqSn1pRUiK+buSsTIDqWqgoqTU1XHUVdfQlF/KhvUbXB1HX9m8fj3FB466qn3qjtwjx0iaEx8yxhiYe+PZG7eQvedgwI+du/cQZ23Y5Jqn0xpkPZCxMoPKY7kBqV/UE9n7DrF59dqgFGJGRkayZP4CCo8HZyHdM1F0PIe0pe6uZlcsX0FtbhGtzS2ujqO/FB/MZN2q1W4Po1/EzplDo580jw21dYwaPiKkCsL2RGRkJBdsPZvMd3a7Oo4j7+7m7HWbGDVqlKvj6CuzZ89mdvRUCrNy3R7KCVSV/H2H2bYh+DJnz8Ty1FTayqsDmixRUVLKiJZ2kpPdy/C0GjIvvvjFL/LUU0+d+Lmuvo57/nAHw0dEBnwsqkpLfSN3TZhwwiD74Ac/yG233RbwsfTE8iXLeOSN/5yoRxYqGihVpSa3iMUf8H1Kc38YM2YMyxcuIfvQUZJSl4SEBu/yL36K0TqcxMREt4fTL2bOnEljRTUdHR0+z1auKC4hMS4+KPVDAyE9LY1n/vNvKkvLmBQzNeDHr6uuoamglHUfc7fmYn/40pe+xKOPPkpDcxNRo4PDiOxo76CjpZUHb/szF154YVA9O7rSXR3ByspKHrz/AcYEqDZefVU1E0eN5eVn/33K+1ZD1kf8pSHzcPjwYf761COsu+yDfjtGTxzZtY+YRuHqj3404MfuK01NTXznpz9kw9UfJtIFo3WglBeVUPj6Lr771W+4PRSysrL4wz/uZcOVHwqJB/p7L+5gy7ylbHIhJXyw/OzWXzF9bQqTp/k2fPP+y2+wOSGZjRtCI7zWF15/4w2e2fk6qz54dsCP/d4LO1gfv4iztm0L+LEHQ0dHBzf/4qfMO2st0THudxR465kX+OCKdaxetcrtoQyI6upqbv7NLWy46lK/P1+aGxt58/+e4off/I7fkx+shmyAzJ8/nxFtnVSVBrZ3o6pSfCiT9auDOyw0atQoFs2dR2FWtttD6RcFmVmsSlnh9jAAo8WbNGIMJfkFbg/ljLQ0NVGXUxQS6fPdMS8ugYqiEp/vt7miijlDQD/mzcr0dLS6IeD3vvqaWhryS1i3dm1Aj+sLhg0bxtZ1G4KiBEZ9TS1tZTWsWL7c7aEMmIkTJ5IyfyE5h/1fHuj4/sOsTlnueiaqNch6ISIigs2r15G171BAj1teVMLE4SOJj48P6HEHwsqU5ZQcCx0dmapSeTyPlGXBkQ0lImxbt4Hcve4mkPSF4/sPs3JpakiJ+b2ZGxdPrY8bjXd0dNBQUR3QTg+BIDIykvM2bSFz596AHvfo+3vZunpdyGjHupKRvpK63GLXe9Ue33uATRmrGTHCv+3C/M2GNWsp2n/UrzUEOzs7TdP11e43XbcaMi8uueQSXnrpVA2UqtLc0sywyMiAhZTa29qJHDaMW374k1Pe37JlC4899lhAxtBXFi1aRMNjD9PS3MzXLvoYeZnBUVC3O+bMS+B7f/kd0yZEM3Vq4LUxPZGamsrDzz7JQ7+/k507Xnd7ON2jMGXyZO6/869uj6Rbtm/fzvbt23vdpr6+ntfff5cj+32XvdVUX099fik//elPe91u8+bNQVtHqycyVmbw9H9eoLaqmvHRE/1+vKaGRmqOF7Dhw1f7/Vi+xlsDVVZexmMPPcRoP9W8OxPaqdSUlBE/J5Zf/OznQHD3UoWer19V5Z3XX+PI0SOMGjvWL8euq66htbSKO9q7f74H8tq1GrI+cPd9f6M6OorEJYv8fqyW5mbeuP+JgMSyfcXf7v87FeOHMW+pu/3H+sJ7L+5gW1JK0KXTP/3sM+yqLGDZ+uDUe+QePUZHZhFf/uzn3R7KgOns7OSGm29k9UcvJMpHHpgju/YSp6O47OJLfbK/YOOFF1/ktZxDrNjm/+tl72tvkzw2Jih7VvaHkpISfn77bWy86lJX2t0d3b2fyXUdXPPxqwJ+bH/w8o6XeSlzL2nbNvpl/28/8yIXpa9nZYC64VgN2SBZt2oNxYeOBeRY2QePkrZ4acgYYwCr01dSeiR4PWMe2tvaqMkpJDUl1e2hnMa6NWspP5JNW6t7ZVZ6I2/PIbau988NMVBEREQQP3sOFcW+q7FVW1rB3Nh4n+0v2FizejW1OUV+D8G1tbZRdiSLjevX+/U4gWDatGnMmzHblfY/qkrR/iNsWhf68+ghbUUaNTmFtLW0+nzfTQ2NNJVUsCxIJCzWIOsDiYmJjGyHytIyvx5HVSk5fIy1GcHpJemJxMREIpraqK2qdnsovZKXmUVywryg7Is3ceJEli9I5vj+wOoV+0JFcQmj2nG1Po+vmB+XQGWx767jxvIqZs2a5bP9BRtjxoxh/YqVZO72r1D9+P5DLE9KZtIk99vV+YKtGzaRvy/wRZ+Lc/OZOno8cXFxAT+2vxg7dixL5y0gzw8Gbs6hTFYuTSUqKsrn+x4I1iDrAxEREWxctYac/f69wCqKS5kwfGTIXUzDhg1jXdpKsl3ubHAmig4dY+3K4DV2t2zYSNH+I0FX7fv4rgNsW7chKAsU95e42FgafFQgtqWpCW1uCyo9oj/YuH49ZYeO+61IdmdnJ4X7DrNlQ2h7YL1JSkpiZJsGvONB7t5DbF23ISRK6PSH1WkrKfFDFKbsaBYZK9J8vt+BYkX9XnRXnM5De3s72Xm5TPjjVL+d7PVVNUwcNYYXnnym28+DWZi5amUGd33tfva+/S4iwffgbmluZlSbsvBLX3d7KD1y7NgxDrzxLgcPH2JCkHgKWltaKD6YSef6Mtrb2kNOmN6VWbNm0VBWiaoO+jquKC4lfvacIWGo9nbvAygqLuKJRx5l5BjfSylamprpbGxh5ws7etwmmO993REREcHWtev5z949Pq971xP1NbW0V9QGTfjNlyQlJdH5SCP1NbWM9VGh2KrSckYzLKiqGViDzIvrr7++14v+znv+SmPM2BOV6X1JW0srr/z9UX74je8w1k/ZJP5k8uTJbFm3HuKn+q2B82DY/cqbpE2NdUVk21c2b95MTEwM9zz7OOtdKEbcHbt2vEHahy7ngvNCs4l8V8aNG8f4UWOoq64ZdOZgZXEZK+ISfDMwlznTvS8zM5M7Hv0/1l9xoc8XpG88/hxXbj6XlJQUn+7XbdLT0vnnC8/T0tTksySS3ji+7xAbVq4K+VIX3TF8+HBWLVvBkSPHSF7pm9pqeUeOsWZ5WlB5E0N/aRdA1q5cRfFh/wg1c48eI2X+wpA0xjxsXL2W/P3+L+LXX9rb2qg4msOqlRluD+WMLFy4kLE6jLKCIreHQmtzC1XHclm3JvSKdPbGvLh4nwj7G8oriYuN9cGIgp/ExETGDxtBeWGxT/dbU1GJ1DezePFin+43GBg9ejQrl6aQdcD/WrKO9nbKj2SzOsT0x/1heUoKFVl5PtmXqlJxPC/oErysQdYPFixYQGedcZv6mpIjWaxOD36DoTeSk5MZ1thKVZlvi28OlpzDmSyeOy8kBMMRERGcs3ELx3ftd3soHNt3gIwlqUOiabY3c2PjqS4ZnLBfVakvqxzSgn5vRITNq9f5XEebtf8wmzJWM3z40AzWrFu1mpJDx/xa2BQg9+hxFsYlMHnyZL8ex01iY2OJalNqK6sGva/yohKmjh1PTExgwsl9ZWheBQOkL8Ulc44c5Z3du4iZ7bvK3C3NzZQdySKyqrFXPUqwF5e87LLLeP755+n4YSfDIoPn1GpvbWNEZCRPP/5E0BXW9cZz/nV0dLD9tVc4sHtPQEId3aGdneTsPci6tAwO7TPGYbCff31l9uzZNL3Zs16pL9RV1zB+5OigzNj1F8tTU3ns+WdobW5hxMjBZ6V1tLdTmZlL+gcu98Ho3KUnDZ6qkldQwBP/eMQnc9YTtWUVTJs0hQfuubfbz4Ndg9eXZy9A5pEjvL7z3UE/f4tz8pgzfjI333zzGbe1hWH7SKAKw3pTXFzMLXf+kU1XXeqz2POe194mNXomHzj/Ap/sz03q6+u58ZafsvZjHyJq5Ei3h0NpfiHFb+7hO1/9RlBpBc7Ei//5D69mHwxIQc7uOLbvIGPKGvnUtde5cnx/0tbWxjdu/h6br7uCYQP0zGQdPMKEymau+djQKL7ZV+594AFKR3eSlLp00PvKOXyU4flVfPYTn/TByIKXd955hyfee5WM8/3TLL26vIIj/3qVm7/13SGRYNIb2dnZ/PGhv7P+igsHvA9V5eX7HuWGT32eadOm+XB0fcMWhvUh06ZNY+rY8ZTmF/pkf6pKxbFc0pYHR7PrwTJ27FhWL1vOsb3uN9gFyNp9gLM2bA4pYwxg9apV1OUW0dQQ+J54qkr+3kNs27gp4McOBJGRkcyMmTao0Hp1aTmJQ7ggbE+szcig9Gi2T/ZVdPg464K4DI2vWLZsGc3FFX67lrP3H2Zjxpohb4yBCVtGtLQNSjZUVVbOxKjRQReuBGuQ9RsRYV16BvlHfFO5vzS/kGnjJzJ9+nSf7C8Y2LhuPSUHjtHR0eHqOOqqa2ivqGF5aqqr4xgIpiBnBpm7A68lK8zKYcbYaBIShkYGYXckxsZTUVwy4O83lVcxZ84cH44oNEhISGBEayc1FYOr5dZY30BrRS0LFy700ciCl6ioKDJSlpN1wPd1Gjva26k8nsfK9G4dLkOOiIgI0pYsI38QPZMLj2WTtnRZUC7SAx6yFJE5wN+A6UAncIeq/lZEJgEPAvFANnCFqvaq3vN1yLKvceyWlhZeev1V4lIWERExuDIKRVk5JEye3qdsrWDX8CxdupSDB03j5hPFTd086Z1z27NyXLRoEXv37nVvPGeg6/nX2NjIjrffIG7pIiICWK4j79BRlibMP82dH8znX1+vXQ9FRUUcKsxlZmJ8v4+l2knW+/s5Z9OWPpdRCea5g/7N39HMoxQ31REzZ+AJDeVFJUzU4SzuY/eHUJ+/2tpa3ty9k7ilCwHf3ROryysYVtdM+hkiLME+f2eqg+dNY2MjxZXljJ8ysCStmtIKZsVMY2QfJTW+1t/1FrJ0wyCbAcxQ1Z0iMg54D7gYuBaoVNWfici3gGhV/WZv+3JDQ+bhD3feAQkxzJk3d8D76Ghv5+W/PcLNX/sm48f7pthdsJCZmcntD9/Pho98yJWVSEtTE2/835Pc9LVvhrTw+p6/30f52AiSUpcE5HgVJaVkv/Q23/v6N4O6ZttgKSkp4Zd3/YmNH7uk39+tKCml+PXdfOv6r/lhZMGPL3S0rz70JJ+59KPMnTvw+2cooar89De/YvrqpUydNcNn+33ziX/x0S3ns2RJYO4PwUBrayvf+tHNrL/qEiKj+ldzrbG+gfceeoaffu8m1+5vQaUhU9UiVd3pvK4DDgKzgA8B9zib3YMx0oKWjNQVFGdmD2ofRTn5zJ01Z8gZY2DqFsWMnkBRdq4rxz+6+wBrU9NC2hgDp53SvsMBa6d0fNd+zlq/cUgbYwBTp06ls6mV1uaWfn+3srg0LPVjHqZNm0b0qDED7u1bX1PLsOb2oKqQ7m9EhA0Zq8g95Ls6jQ21dbRX1oVF2NebESNGkBSfQHFefr+/W5Sdy9IFi4L2/uaqhkxE4oHlwFvANFUtAmO0AcGnuPMiOTmZuoLSQXWgL87MZlXq0BDzd0VEOHfzFrLeD7wGqr2tjbKDx9i03p0MRV8yZ84cZkVPpfB4jt+P1VBbR1NROelpQ1+PEhERQdzs2QMyKmpLK0iIDa1+s75ERFiVsoKCowMrkp179Dgrl6aGhQjdm9SUVGpyCn3WEzTn0FFWp6YN2RpuvbFsYTJluf1PrKvKL2bJwkV+GJFvcO0vKSJjgUeA61W1tq+ubxH5NPBpMBkXbjF69GiSE+dTkJVD/ML5/f5+e1sbtQXFLP740KlQ3VVHoaq8+fqrHNy/n9EB7EBQUVzC6Fa47bbbTnk/VHUU9fX1lFZVMn6qfwvbNtTUMnZ4FO+89Eq3nwd7LaP+Mi82nj3FJUyPnd2v7zVVVDNzpu/qEIYiS5cs4V9vvYqu639P0KrsfFIuWe+nkblDXzVQhUVFPPXYP4kaPfj6gjUl5cyaNp3f/uY3Z9w22K/d/mpA6+vref39dzm0uz+aYCXr/f20ZBXxz3/+s8/fCuRzwxWDTEQiMcbY31X1UeftEhGZoapFjs6s294mqnoHcAcYDVlABtwDaUtTePztHQMyyIpz8pk/J54xY8b4YWTu0N2J++Zbb/HUe6+x6gNnBWQMHR0d7Pj7Y3ztE58JuSrqPfUT7Ozs5OZbfsrcrauZFDPVL8dua23jlb8/yo1f+TrR0dF+OUawETt7Dm++0r/Mt7bWNlrrG12pXxRMTJs2jTHDI6mpqGTilL5Xh2+sb0Drm4mLG1oexjP1AvWwa9cuHn7tRVZ98OxBHa+ipJTc7e/yvW98MyizBftLf40eVeW7P/4BSy/a1udm45WlZeTNnsv/fP2GAY7S/wTcZyzm7PkLcFBVf+310RPANc7ra4C+m7AusXDhQuoKSwfkgi4+nkva0qHVTLc70lasoLOyjurywLRTyj2cyfyZc0LOGOuNiIgItq3dQNaeg347RvahI6TMWxA2xhjAzJkzaajoXxuWqtIyZk+fGbQalEAhIqxIXkZhVv80ooVZOSxdkBy285ecnExTaSUtTU2D2k/+keOsTVs5JIyxgSAiJM9LoiSvoM/fKckrYElScOvt3AjirwOuBraKyC7n3wXAz4CzReQocLbzc1AzevRokuISKMrpX8PTjo4OavOLSO5jyncoExkZydkbNpG5c5/fj6Wq5O4+wDmbt/r9WIEmPS2dutximht9X1xSVSnaf4RN60Jfc9cfoqOjGdbe2a85rSwtJ3HO0PLuDJTFixZR3U8dT0VuISlDsJF4XxkxYgSpC5eQN4g6WqpKZVY+KcuW+XBkoceCxHlUF3UbSOuWuuJy5gV5Vm/AQ5aq+io9F2LxT28JP7J88VKe2/9uv8pflBUWMSdmRshnAHalJx1FZ2cnWbk5/OP2uxg23H8r45amZjobm3nn2f90u3IMdh1Fb4wePZrVqcs5vu8QyRm+TQQpyS9g8sixYZX1BmaVHTd7DpUlZcxM6JuRVV9eSWza0F9I9YX4+Hhaquv63Nuyo6ODhuJyEhMTAzC64CUtJYX7/v0U85YO7DwqLywmZtwEpk71j3zBDfqrIQNoaGjgtffe5vC+vnSFMfqxjvxyRozoX6mMIa8hG0osWLCAB597CtW+i1uLs/JYv3jo1Y3pTUfx7L+e492SbFI3rfXLsVWV1x55mv933odYPERX4OtWreHNu25nYbpvM9Ry9x/hA2vWh2X4Y+7sOewqLe6zQdZUURP2gn4Pw4cPJyl+LiX5BX1akFYUlTArZjqjR48OwOiCl/nz59P2jzqaGxsZOYC5KMjMYv0Qy84fiNGjqnz7RzeRevE5jBnfu3OjqqyCnNnv8L0g1o+BbZ00aKKjo4mZMJGK4r67Tmvyili4ILhj2b5m/dp1VB/PH7R2oidK8wsZz3AWLQrelObBMnPmTGZFT/ZpbbfG+gaai8pDsr2UL5g9azZNFTV92rattY22hsYh5ZkYLEsWLKI8r6hP25bk5rM0yDU8gSAyMpJlCxZRMIBSNqpKdW4Ri5OH5qKzP4gISfFz+9QCrbyomKQQaAVnDTIfsDx5CcV91JHVVdcwkmFDqndlXxg3bhxrUldwdLd/mo5n7drPuZu2DvnaRpvXrCf/wBGf7S/7wCHWpKYTFXXmkNNQZMaMGTRWVvdp2+ryCmZNmx62gvTumJeYSH1x32q51RWXM3/ePD+PKDRIXbKU8qz+FzatLC0jeuQYuyhwSIxLoKLozOdfbUk5iXHWIAsLkuYnUVvYNw9ZcU4eSxcsCsvw0Ob1Gyk7eIy2Vt8URvRQVVYBNY2khoGXZ8mSJbSU1dBY3zDofakqpUeyWZ2R4YORhSaTJ09GW9r6VLG/uqyc+Fnh11C8N2JiYqC57YyJEe1tbTRX1DB7dv9qvg1VkpKSaCyt7Hdh8cJjOaQHaWNsN4iLjaWp/MyN7hvLq5gzJ/ivXWuQ+YDY2Fhaqmr7dFOvKighOWlBAEYVfEyZMoWU+QvJOtC/2k9n4tj7+zh7w6awqFg9YsQIVqeuINsHc1iSX8C0sROZMcN3vfVCDRFhzoyZfSrLUldRxZyZQ6ecii+IiIhgfsJcSgt6D1tWFJcSO3NWvwXVQ5WoqCjmx8X3u/1PTX4RyYtsUokH4+GuoaOjo8dtWptb6GhsCQmvojXIfIBH3Fqa33sKeGdnJ3VFZSSEQCzbX/i6N2NjfQONhaWsWhk+Xp5V6SspO5KF6uDqIucfzGR9xuqwX23HzZxNVVn5GbdrrqoNO6lBX1gwdx6VZyg/UFZYzMK54Z1d2ZXU5CWU5vTdIGusq4emVutl9CIqKoqY6MnU9lJPsKqsnDkzZoaEnCX4RxgiLJqXRHlhca/bVJWVExM9ibEBbCMUbPi6N+Ox3ftZvyKDUaMG34okVJg1axaTRo2lvOjMYtaeaGtppS6/hNSUoV+c+EzMmTWLhorqXrdRVZqqasO+Qn93xM6ZQ1N57wV2G8uqiAvj/p/dkZSURG1+SZ8XVkU5eSxNSg4JwyKQzI2N67UnbWVpGXNDpHag/cv6iLkJCTSU9L7KLssvIjkxKUAjCk5EhLM2bCLHB1Xn29vaKDuSxYZ163wwstBBRFibtpL8w8cGvI/8Y1ksTpwf9iUIwOigmqvret2mvqaWCWPHMXLkyACNKnSYMWMGDRXVPYaNVJX6ssoh1T3DF0yaNIkJI0dTU3FmDRR4GmPbLNWuxM2aTW1Zz5KDhvJqYkPEq2gNMh8xc+ZM2mobetWR1ZUEf6XgQJCcnExkU5sR4w+CnMOZLJk7n0mT/Nt0OxhJWZZCVVZ+r9qJ3ijJzGbVinQfjyo0iYmJoam6tldPRXV5BXNm2Ppj3REVFcWMKVN71OE11NYxOnIE48f3redguCAiLElaSHHumdv/qCq1RaXMtc+P05g+fXqvC6rmqpqQ8Wxbg8xHDBs2jPjZsVSUdK+lUFXqSipCItPD3wwbNowta9eTtWfgJTBUlcL9R9m0dr0PRxY6REdHEz9jFiW5/U+db25spLWilgULwjO5pCsjR45kwpix1NfU9rhNTXkVsVbQ3yPxs2Op7mGBVV1WQcKc2LDXKnbHwj5m6FeVlTNl3ERr1HbDtGnTaKys6XZB1dHeTktdQ0gI+sEaZD5lflwCFT2IWxtq6xgzIspeUA4Z6SupySnsU2Zqd5QXFjMuIjKs27CsTFlO0bH+a/Hyj2WTsnAxkZGRfhhVaDJr+gxqehEGN1fXMj0mNFbZbhA7cxa1PZQfqC6rsMZsD8THx1NXUn7GJKfSvEIWz7cLqO4YM2YMY6JG0lB7upestrKamElTQiYDPzRGGSLExcby711vcWjE6Q+6mopK5sXF21Wiw9ixY1m+cAk5h48yP6X/baRyDxzhrDBt9+NhcXIyD/3rKTo6OvpVrLQ8K49zt33AjyMLPeZMn8F/9u/p0UtWW1IeMqtsN5gxYwZVL/2LQzv3nPZZeU4Bs5aucmFUwc+YMWOYOiGa6vIKJsX0fH7VlZQzb8PyAI4stJg5bTq1VdWMnXCqw6OmsopZIZQZbQ0yHzJ37lzOSllJR3ernZnRLLHtLk5hbUYGdzz6QL8NstbmFmrziln+0VT/DCxEmDBhArEx0ynNL2RGXN9C4S3NzTSXVzPPVkw/heWpy7u/bh2Wrd5giqBaumX27Nmcm76G9m40jYuXTQrrUj9nYmHiPI7nF/VokKkqdcXlxMbGBnhkocPsaTM4UlHFzPhT56iusprk6fHuDGoAWIPMh0RFRXH+eee7PYyQYe7cuYzWYVSWlvW6OuxKzpFMUhckM2bMGD+OLjRYsWQZO7IP9tkgK8rOY/G8JFugswvTp0/ngxdYr+FAiYyM5Lxzz3N7GCHJvIS57Hlze4+f11VVM2HMGCt36YWZ06eze9/p7QtbauqYtjR0pAZWQ2ZxDRFhXXoGeYcy+/W9sqPZrE5f6adRhRYLFyykJq+4z7WMynMKWLbIemotlmBh1qxZNJT1XPqivKiEebHWw9gbkydPpqW2/rT3m2vrmTx5sgsjGhjWQ2ZxleUpqTzzykt0rl/Vp4KH9TW10NgS1mJ+b2JiYhgdMZysA4cZOfrMxXFrC4pJ+kh418KzWIKJyZMnE9HeSe6RTIZ3k2hTlJXLyuVrXRhZ6DBp0iSauxhkqkpzbX1IlUWyBpnFVSZPnszsKTGU5BX0KeyWe/goq5at6JeIfSgjIlx0zvns3LsbOH2F2JVtqzfY0IfFEkSICOdu2sKxnOxuP58/bootUXMGJkyYQGdLK22tbUQ6SXVN9Q2MGTWKqKgol0fXd6xBZnGdVcvTeeHQ+30yyCqy8ll+5dYAjCp0SE9LIz0tze1hWCyWAbJty1a2uT2IEEZEmDppMg21tUycYkKU9TW1xEya4vLI+ofVkFlcJ3nRIqpzi85Yi6euuobhrZ22uK7FYrFYTmHKpMmn1CJrqK1j6qTQ0Y+B9ZBZgoDo6GhmTJpM/rEsoqf2vKLJOnCE9CUptrmuxWKxWE4hZtIUDpSUMX5SNABVZRUsnBlaWmNrkFmCgq3rN/LUC89T1ss2w4cNI+PKcwM2JovFYrGEBnPj49n13H6O5JpuOYIQvzrO5VH1D+lrunwwkp6eru+++67bw7BYLBaLxWI5IyLynqqmd/eZjf1YLBaLxWKxuIw1yCwWi8VisVhcxhpkFovFYrFYLC5jDTKLxWKxWCwWl7EGmcVisVgsFovLWIPMYrFYLBaLxWWsQWaxWCwWi8XiMtYgs1gsFovFYnEZa5BZLBaLxWKxuIw1yCwWi8VisVhcxhpkFovFYrFYLC5jDTKLxWKxWCwWl7EGmcVisVgsFovLWIPMYrFYLBaLxWWsQWaxWCwWi8XiMqKqbo9hwIhIGZDj9jh6YQpQ7vYgQhg7f4PDzt/AsXM3OOz8DQ47fwMn2OcuTlWndvdBSBtkwY6IvKuq6W6PI1Sx8zc47PwNHDt3g8PO3+Cw8zdwQnnubMjSYrFYLBaLxWWsQWaxWCwWi8XiMtYg8y93uD2AEMfO3+Cw8zdw7NwNDjt/g8PO38AJ2bmzGjKLxWKxWCwWl7EeMovFYrFYLBaXsQaZxWKxWCwWi8tYgyzEEcNCt8cRiojIDBEZ5fY4wgkRGS0iI5zX4vZ4hgIiMlxEZrk9jlBCRIa5PYZgwM7D4HCevz67j1mDLMRRIwL8uIicIyLnicgat8cUCojIZGAjkCoiF4nIFLfHNNQRkanAJiBGRKa7PZ4hxGzgAyIyR0Tmuz2YYEZEIgBUtcP5OSwN2W7mYba7Iwo9RETUQUSSnefIGM9nA9mnNchCEMco9/7b7QceBy4DjrgyqBDAe95UtQKYD/wDuBpQ67HxD55VuKqWAcuBe4D7gPl2zgdGl3tALZABvAZcZee0Z1S1E0BEVorIU8BfRSSly/10yOM1D2ki8gRmHpZbj9mZ8XqGqOPx/xzwU+AK4H8Hs+/hPhifJcA4XjEVkQSgBXgbeAB40zE0LN3gNW9TgTrgISAVuMPOm//wrMId9gJXAt9WVbt4GAAiEuE8UFVEpqtqsYhUAi8D9zoPCs82YY+IDPPyBAnwFYwB+zNgOnApUA8cc22QAcB7HpyfvwisA34FTOLkPBx1Z4TBjeea6nJdXQD8DzBfVRtFZIeIrFDVnQO5BsNqVRDKeK/gHM3It4Gngc8AF2NuMh8XkdHONhPcGGew0XXlKyLfA54D/gSMBH4MrBeRWBeGNyTpqqsQkbNE5EkRuRF4Cfguxjs2zbVBhjCq2ikio5z5fE5EPg38FngY4+3FGmMnUdUOZ75WOYuyvc5HmcATQDuQLiJjXRtkAHDmIUpEVjtvec/Dk5jFfZqIjHNlgEGK517m5VU8V0RuF5E0VX0Y2Adc6Gx+O8bQH9A1aA2yEMHrZFgHnItpnroUs5q5GpgMPAj8SUQeBBa5NNSgwmveMkTkw0CxqqYBRcBvVfV9oBn4sog8KiJ23gZBF13FJBE5GxNK/xYwHvglxiCeAVwoIjeLSJyLQw56ullULADuAgQ4H3MfWAIUYLxm94jIlwM+0CChm/m6FHgDuExEHlXVF4F8YIuqtgKvAiuBIbWI7WYePgS8iTMPwCtANrBZVdsxHtaVwMTAjjR4cbyK6vXzTcAnMAvLq5372zeAzwKo6t+BTBGZMaDj2cKwwYljlYuXQTETuAEYDXwN6MR4d0YBhUCqql4iIhuBElU97M7I3aWbeZsB3AIcBu4FSjFx/gggHWOU/cUx1rJV9T13Rh7aeLvnvcJCs4BHgV3Ax51/S4FzMAbx54AyVf2dG2MOdkRkuPOg9Py8BqjELMJuB95W1T+LyIUYg+wJjJfjs8Btqpod+FG7S5fzMFlVD4jItcAzmHvnfzAejGcxi4PvqmqmiEweSrKFLvOwSFUPOvPwHEaqtB34Deb6/C3wPVU9LCJTVLXcpWEHBd2EdqOATwNPAW2Y5+1XMQvNTOBTwB+BQ6r6s8Ec23rIghTHydApIjOdG/FKzAPucVWtA6KBBcC3MdqHDhGZqao7nAsrLIW9XvM2UUQyMJ6YbcD/Og+oxUC9qn4C46b/sOPVecQaYwPDmT/PzX86Jnv1m8CPVfUNIBZYpqpbgD8DP1HVIuD71hg7HSfieyXGq+gpFXI35lr/b+CjwN+AZSIyCSNdmAIkqmqmqn5dVbPD5R4gImOdBZUnnDtFRG4D7hCTPX0vJrv3NuD7mHOzAfi3Zx9DwRgTkTEicjmcmIfJIvK/wJ2OPOBeYC3GmP8+5lxqxxinON8La2PM4dceOYWIJAM7gBigVFXzgS9gtIcfBBoxxtrnMecXzvcGZFtZgyyI6MbFfC1mRTcd405+CUgUkfHOiXEUeAEYraqXqWqh57vebtahTtcHj4h8CbOaSVDVncD/AV9yPs4DlojI20AxcGE4zZU/cMKTGSLyd4ww+D1gJ/ABZ5NoYLWIPAREYR6Inu9JuBgOfcHxbCgmtJQgpozFWKBQVS8CmjAr8ncwq/WrHGP456r6RDf7GdKIyAWqWo+5lj1ciPGSr1fVcsfbcRHwa0wW+lEgWVXvVNXMwI/a9zjz0IDxPHu4AIhU1XWqWuI1D7/l1Hn4a7hGVDyISLSIfEpEFqjqV4ARzkczgbtU9XvO/IJJCIvHRKgyMU6SRlWtl5MZmAPScNosyyCgq2jQeW8cxtOwxfEmICI7MSu9LcA/MaHLUapa63wedplVXX9nERmJ0c99VFXznLd/B/xQRJar6vsicg3QYleDA6Mbl/4I4MvA06p6v/PeT4DPiMhTqvqmiHwVc67+2/n8hNbMjd8hWPE6l1MwsoQPA7cCHxGRbZiSId/DJKTchklIEVUthVPmdcjfB5x75Ceca/5JEfm9qn4B8zDd0WXzBzFeoT3AFZ575lBATO2ra8UkJTzsNQ9RGH2cNw9ikmr2Y+6R1QEdbPAShdG4bsbIW+4WkT9iPIjrMF5FHI/rMxjN9nFVfcx7J4O97qyHLAjwPJhEJF1E/uQIBQXjDl3ttWkWUA2MEZFIoF1VawdrlYcyjms+RUS+JCZ7aBiwBijz2qwI42G8wPlOgTXGBo6eLCGwyrlBTQSmeYwxh7cwIvMvOt951csYCwvvTV9wHIQRzusIMVlwfwE+hPGCLcWUZvkVUIJZiP0Ro4PKVtW/ec/lUJ9X574HgCPd+D1wsaq2AbEisgXjBU8VU2ssRUTuwUQSLlLVL3nfM0OVLvPQgDHOL3KeAbOdZ0gusNTxXi8Vkb9h7oMXqernVbU61OdhMIjIeM9rVS3GzM0MEVmC0Yh9RlUfB6aKyDUi8iNMMs00Vf2VxxjzpYffeshcohsvw1kY0f4jGL3YVZgb73dE5BAmbr0b+Kdz8pwgnAyxbuZtPcaDcA/GFf8p4H7gFyLyLcyFVQ381cvlbOkH3XghkzGFXfcBcZgQUZ6IfFpV73AeBhMxouH2rvsLp/O1N+TUemKTgRpVbRGRasz5uk9MfbErVPWrIlKF8fI8pqqPeu1HwsAQGwacB4wB/uFo5xTzEN0mIldjNHY/wmjsxmCy4eZiarM1Y7KpQzqS4BhQ52K8OQ+KyETMIvQVzDxch5EE3IIpVDoOuAZTBPs+VW303leozsNgEZEfYsK294rJPp2AKa6eDZyjqr8WkQMi8hngcsycjwE+2Y032mfXns2yDDDdPNw8GTBnAZeq6ued9x8HbgKSMKHLekxG0IkCh0P9JuxN199XRCY6K7yvYM7jW0XkIkyG2Qcwc7cMOA58R1Vb3Bh3qOM9755z17lJDVfV34vIN4FpwM8xC4hOTDbbDaq6r+s+LKfirK4/B1yHEZn/BROmPKqqjzkLjpuA33cNj4TbA9UxumYCHRhj4y1MLa0XMZXS/wtjsFaq6k8cY6VmqJx7nutIRD4OzMFoCK8A3sWEYv+NmYdPY4zTRlX9gZialHXhdK70hDiZy851dS3Gi5+IyU7eCVRgBPwHnJ/fBdaoaonXPvx23VmDLEB46cQ8D7fZmEwpBe7GhNVWAC+oqfL7M0zqer6IjFBTLyfsHm7dzFsy5qF1EPgXxmt4i6pe6Hz+D+C/VbVARMZYr9jAkFPT5kdjSgSUYBIkEoHrVPVy5/NXMGL+GmChqu5xZ9TBjePdUK9zeRrmAVqNCUHegPH4jAPmYTInZ2A0Kw+pEa+HnSHmQUzx5iswOtrPYLRiN2ASeGIwc/ZrjJ7xB3BC0nCKVz3UcZ4dV2L0Tl9w3r4Bcz+cgCmB8lPg6xhjXofiPPSHLveziZjkmKswnq8vYeRB12EMtEhMi7ebgTnqVC1wjGG/Xns2ZBkgvG7CSRhR7h7MTfgg5iYzFpOx8V0RacLcjBucE6G1q2ESLnjNWwLGc9CGufkcA+7ACDAPiMifMA+yVswqB2uMDRyvm9caTLijAOON+BXGo9MqIv+F8YjlYlbjrZjz+rTQsuWUOU0BItQkmJRiyrCUisgjwFnA85h6UZ8C7lGnHItXiGTIG2NeD0DBhOS+hSnv8RaQDMSp6hsi8irGGHveeb9RVW/y3lcon4dd5iECMw/PYbJwk4FYVX3VWRTFYIz3ZUCrqn7Pe1+hPA+Dpcs18wmM8+M6jFGbpKqviEgrxqB9FChywruHne9rN/vxOWEr6AsE4tWoVQz/D6Nz2olJm01Tkwl4GJjqvP8rzGr4PFWt8joRfBqrDmY88yYnxc43YFYrYzEhyRg1JT4ewggvv4m5Eb2oqlc5ehFLP/AY/F7/bxAjLr8J8xB4WE1ZhXcwBRH/G6Mf2wz8oKvxG843f29ETml5FiFGGPx74GMi8l2MtzdBRBLU1GwTYImqVqrqz1X1PefeERaecZFTGzcD8WqK49YDl2AWrW8DHxKRWZgyDvWqWqiqN3iufQlxsXqXeRgJzHWuqVqMN/o4Zh4+6HjMLgIaVLXImYcm7/2EG84lE+H1eqaYWn6o6q8xz9tkTNbpJ8S0H7sUGKmq1ar6shvjDss/VqDQk3qvGc7NdDJm5fIb4K/AcBFZjGnr0YIxNF5X1X863xvWw66HNF4Pc8/5uRlzs7kJU4Dv485292CyYpar6hOqelegxzoUEK+sR6+H/v9iquifi+n7eYPz/p8w4ZLxqnqjql6jYVyIuCek+8znCZjSH+sxhsV1mKrfxzCrdjAFjP/itZ+wKA/iudd1ma/zMYWEwZSuicVkne4AZmM85AcxHQo8+wnpjPMexn8ucKfz+jZMGDsVE96ehZmHTIwovbf9hAXenmQRSQTGOQv4SSLySWezPwG/UtWnMJHCOEy3gj+4NGzAash8ipze6mQLcD2mXc+jmP6TH8LcUF7A6CCmq+r3RWSUZ1UT7oipsP8j4DXMKnAnJiSxTVXLxaSxH1XVH4nIWHW0NZaBI6Y9yE2cbLi8FPiFqqY7nz+JCZ89LCJL1BHsO5+FpaapL4hpa/RRTHb0gyLyFqaG2IOYBymYMPv/A25XU74h7LSiHkRkA6a+4g5Mlu6fgf+o6v0icjFmYXAZsBDYr47YeqjNl5iexTdgsid/DfwBeENV7xGRCzDJC5dikr4OqpN5P9TmoT94/+7O/ewrmGvvFYzc4mlMEdcMERmFKYx7HfCeqlZ67ce1+5k1yHyAmObI38ZU8G32xO7FtK34K2ZF82lMFtpw4GyMjmwSEKWqR9wYt9uIETV/B1M36JCqPiWmNswdGBF5J+ZGdC7GMxavqp8RI+5NVNWXXBp6SCMiV+D0RFTVHDElBP6ICUe+h0mb/4Dz3l5V/Z2InA/MU9vqqEc8ujnHWxiFqeQ9DXM+X4spxrkb+AVGK3YTxsNxtXqVIwgXuswXGLnGbMz8fBxzjj6ACfH+BtMCbS7weW9DDEJbW+s9D06I8hbM7/kzjL64CfMcuR0zD5sxhtjnvA0xCO15GCjdGVAicj1wpaqucZ4pj2MWPV/GzO1o4DHgb+pk4AfDwtIaZINERL6Oca0/iPGC3YoRnr6JEaE3AFuAW1X1CceFeimmqvkBVwYdBIjIZzGrk7sxGrr/wnjEngc+gvEirMJ4Ze4TkeEYF/3l6tUiytJ3RGQVxtiqw9TgycAYXW9gPLk7MH+HalX9oogswBEJd9WIWbpHTLX0SFWtEpHfA2NV9RoRmYrpGbgRU6B4HWYRcrvXd8PCuyGnZrxFATPU9N78BvARVU1zdFNvYBYGSZhaUIdV9X9dG7iP6eLRGY4R6B93jIlPqOoyMQVg38To5+Ix85Dl6KAsXojIZsw97S+YjNuvYZ67r4vI54AqzDN6G5Cpqked7wXNdWcNskEipszCDlW9zfl5BsYKfxbjLp2CSU1ejHG1/wzTly5sRc8iEgP8BHhZVe913luIKfw4AlP0cCVGq5SEaeL6C6BNbT2xAeEIoH+D8Xj90HlvE8YwqMKsGs/CGGQHgQtU9RERWaiqh7xW70Fz83Ibx2t4VJ1+iCLyKYwn7F+YApMvY8JNN6rqfjGtWL6vTmFJr/2ERUaqmNZPb6upsI+YhuDfwMg32lT1ZhH5D/Brx1v+B0wfwXe7GC8hPV/OPLyjJ1veXYIJT76E0RjfJCLPA39S1UdF5HfA39W0IBsy8zBQHKfG1Rij6j7nvZsxz9j/YLJN38U8R84H/gez8LzFO6oiXcrQBANW1D9A5GT2yo8xmS6TANT0nTyKedD9BKOBugWTwv4XVc3r4qYPO5wH0r+BGDFtKsBolzIxersXMKndtwI3Ak+qar01xgaOqhZgPGB5IjLHefs9jPGlmHIVT2DC6S9iElBQ1UPO/11F/2GL17WfgjHAEFNpPwPTtSAX48nweDfuFpH7MKL+Wq/9eMJMQ/qhKqZ1z1OYbN0fiMhK56OtwMcwXouLxDRSvw240zFeZ2ASHk40ondeh+R8iWmN9yRmHn7oeKzBeGz+HybKcqGzOP0t8CfHKJ2DeaacmAfHMAvJeRgMIvI1TPuiauArYvoSgyl19N+YyMpWIB8TqRKMDvGxrhIXVe0MtvuZNcj6gXhlParJ4BBV3Y3RhXzJa9NnMCdFmareAtysqh9TU/A1bGP9XXgGU8ZiiYhEq0mGGAesU9XtmBvS71X1g6r6jovjDEmkS7kF5+WzGFf+EhGJUpMMMQkTKrkXEz6uxvQGvANLt3jpTB4Hlomp+j0Vo3n6DSbM9k0gB/PweB/jEfmYepVkCYd7gJiSDF8H3lLVszG60BXiVI/H6Mb+B1POJk9NS6iHMVnVl6hqlWdfoTxfIjITMw87nXloAdIdfVMtptPFzRitbLaqPo3Rz7Wq6sWqWuHZlzoE/JcIDjIwxtWtGIfHGue5nIYxaEdjCgd3YNq2PQDsUdU/Q/CXAQnqwQULXVdmIjLX+WiE8//PgE2OTgScsIXn5quqx53vhVVTZTG1rL7g9fMyOZneXge8ismWinY2mY7JiPGsXqwhNgBEZDnGKEBO9vxDVY9hPGLLMGJzMEZEsfN5lqrerqZIqb03eNF1PsS07LoN8zD9NqbS9ySMQftJjPD6hxgD5DFgazjOqarmYzyzx8TUFZsEJKhqDVCGMUy+BiwAbhfTrP63wMXi1fw51FGje30ZONplHmoxUYE2jME2F7hDTMLTrRiPWXT3ew0fvK6dnwDnici5mKSYyZgir3dg2h29i9GQfR/TOWQv0CwiH4DgLwNiNWT9wIn1XwZsVNU5znuRqtrmiAavxBQwPAr8WFXL3Rut+4ipSP4DTHPbLUCKo4/wFvV+DVMDZgkn+06W9rRPS8/IyWyt4ZhSIXsw3plfYwywCzFG8GWYVl3LMOUtvqaqO732Y3ViDtJ9BtdwzMPyJjVlWO7DtJSqxCwwLsUkqvxAVWvECNcvxISE24by3Ha5tj29TxMxHrCzMAuCSIy3tgPjRfwMZu5+oCezJ6/AeNEbQnW+vHSXnnlIwHS52IZ5RghGntEKZGHmqBozD57sycswiU51oToPA6WrRs5rPr+LKR/1I0wdv69j2meVY8K7lar6iPOdCGBSqDyLrUHWA92cDFsxwsvPYkoxvKaqP/YYZM42P8Tond52fg67B1vXB5iYLNQJmFXga54Hv5xs8roYk+L+gqr+x5VBhzhdHoKem9Z9QLqqLnTefwQ4oqrfFpGzMaGR9zELh7DTopwJMYknTXpSgO7JUH0GE9r9G7BdVe8QkbMwBto5qloophB0kfO9sLkHOJ7Z2ar6pOOZrfL87mJqiK0BvotphbQJU+x1DeY5VOFsd0otx1BDTEmeWFV91fl5oqpWe31+ISbT9jsYg2wjpqzHeqBDnXpYoT4Pg6HrNSMic9Vkn0apaosT7n4M+KiqlojIUkzi1y5VfdbreyGX9GANsi54nwximpDGqOoRMW2PVqvq5x1dxOvOz4Xi1fzbaz+u1zRxC8clf7aq/lNM1ulNmFpinwH2qRGYW3yM45a/AmMsvA78A1P5/d/iVUDXCcGP9TI2Qu7G5U9EZB5m4fUUJtz2dUySzp8x4ZEITE2oZzHhyQ9hPI3/rapZzj7CRivaB8/sRRgpwmUYkf4zqlotIsvUqxH9ULhnisg5mIKkF2Hueaswjb7bnDkaj8nCzwKeVdXKoTgPvuAMEanPYgqFX+7qIH1M2GkaeqLrDVREPo7J9PsfEfkq8CQwTUQSHV3EEeCrztfbutlPWFxQnti+5/cWk/XyPHClM2+jnJ9bMSGy/xGRX4opw2AZIHKqaH+ciPwYU7/tRUydq02YB8G3xWRVrhWRUZ4Fh6rWiYM1xk5FTRmLbEyvu+mY0NpINW1WfoIRFo/EJPJ8DNPQ+mKPMebsQ4e6MSYn2/N4ipq2Y4yxdFX9lfP7/x6jlTqIMdIWAGOc7+3x3l+o3jPlVG3gS8A+jNd/FCYq0OzMUYQazdhOhuA8DAbp0ibQiUh9BuNR3euEKU+gqn8C8h1v2ZAh7D1kjiEhXcJsF2NEgR/GCJ5/ilktT8T0nBuJWR1fDlyjYVrg1dut7rVy+TCmFkwKptr+HcA/MfWGdmEyqKI9IR1L/+gSnhyJCXuMxpyjhWo0ehmYzhCfxywa1mBqGj3bw27Dml50T9dhNHfvYrIB/09VnxWRa4EPq+qFXTzqYelp7KdndpxjlAwJuvz949UUuE3GhCTnA59U1b3dfG/8UJqHgeKriNRQIewNMg9iauB8DLgPY3B9HlPw9UHHWr8GE56IxXgWCzDZQDeGi3HhpU+6FbhbVXeJyTj9OqYOzP8BhzA1dT6MCVPMxtQZqgKGq+q7rgw+xHEM3WfU6XcqIp/BPAS3c7I5/SXAH1Q1U0yhxHpVvSWc9Shn4gy6p49jWhs9irnuvwBc5lwD8/RkQdhwCk96G6/jMDW1YjF1BVOc/2sxgutrgEWY+0Cz17wOKV2dmLph38V4U2/HGPGXY8pY3IbJqDyCKe5a4fW9ITUP/aEbndjHMR7nI5iF+18xDdVvUNVjIvICRiP29S5G3JAK74ZlyFJOT2G/AGOIRWE8YFsxnpxlYsS9L2GyYhZgYv8LMY1K94WRMRaBMa7ACPQvdl7/GnMTPoDxxizE1Be7A1MgMxqTIbTLGmP9x+tc3YgpQowTglyByeYDE6psxhjDH3Xe+wNwL4Ca5ImwvNZ7witEshf4sZgkiOucz6aLqbq/E3NPSHO224XxeuAYvScMsaH+YPUKT3aKyEgxzZlHYOqvHVPVv2HqQF2G8Sg+jzFGhqlqk/f8hPJciWll1JUrgfsxxuk1wFrgEeAhzDn0e0wj9ArvL4XyPAwURyUR0cUYuxizqP8YRrsZB6RjFvi3ichLmPNpk4gkdzmXhowxBmHmIevGKv8IRnSaCUxT1bvEZFOdjwm7bQRq1DRX9rbKFwPHPd6KoY6Y/nw/wMzRx8UUwtyMSdleizFWv4oplPknjKD1akzT8O+oqTlkGQRihOYPYIyv8RiNSgSQiMn+O4q5iW0C7lAnsyucV+HdIf3PSL0QM69/CpfFlzfh7pn1Okc+guk/7EmEuRqTLfowpvn3KoxHrB7j5XkQ4zkcqar/58rggxgbkeqesFk1i8hajIGFiMwUkbuB5RhP12xgjLMK3IfpP/k+5mL7B5xoWeFZJe4PB2NMRBJFZI6jAakCYkVkI2ZlHIkpvLcNc+F8EmOQXY3xmH1MVb9gjbH+040H93qMHq8IExLZg0mQqMeERrZiNHqHVfUX6pVmb42xU/Eyxj6AaWm0DdPW7KiYciBgdKHfdl4/BfxKvcpYBHrMbmA9syfwFP8+G5M9iYg8hPGaTsBcd9Odn3+NafWWgFnoP2mNMRuR6g/D3R6APxGReMxN4z7MTeNVEXkPk77eilm9ZDpu6E9hhJhxmJh/hDp9/DwMNfdoH9gEzBWRhzGC3bWYZt/VmJTuf2JqCWVgCh6m4OWdsfQPj/dGT00wmYCZ36tUtV5EdmBE+j/EPASeBPZjiklWO9+xXjEvzqB7ugCzuPgp8CMROQQsEhFv3VOtZ07DZV69zsHfAQ+ISXIYj2l39H1O9cxGYMJJE/VkYVfPfIXkPdN5JnwB00/zm5hnyEbnmfISxoD4hbN5FGYOrnd+/pGqvuK1r7C8HrueA10iUrd3iUh1YDyNVzoRqR97RaSOAxeEgxMk1FcvPSKm5MLdmD90HSbFuAxIUtUdmJXMUhGJVZOS/UtMpfidqvph69kB4B5Mc/QbMKGJR4EGTHXkSOB6VX0O8zB7WVXPVtWH3BpsqON148oQkQdF5AKv8/Bi5/9bgftV9RU1/dw+papfVVPXKWzE5X3B6p76h/XMntA4jcK0vIoFVonJmuzAeAPjMJKMfwDPqeq1GM3s3zAdL871GGPhfD3aiNTAGLIGGSY76gZVvUVVa1Q1D+NqbxZTiK8Y+Bcm7o+qFqrq/ar6Rzi9Lko4oqodqvoE8A4mFFEEFKvq6xgR/1wRSVLVNlV90s2xhiqe88x5EESK6ZH4bYxxkO78/CPgi86DIQk4LiIJzgo01/luWK7Cu0NEPiwio7wM3M9gHgRfxzwU7gXGi8mUfBujT/mKqv4MU84irMqDeBuuXu95e2YvwhiyHs9sJcYzOw+jrat2vjMUwrk3YPRMkzAGAhh92GSMAXoM0wJrB9AuIv/CiPrrVHUfnLymw+16FJF4EfmWmDIVh4A/isi9mPPkREQKM3cJmIjUrRgvZISqHvJ4WCEsI1JD0yATU5+pCbhERC4Tkecdj9k4TD2hG51Y9fNAjYiM6boPDcN6Qj2hqr/B3IS/Bmxx3v4x8FlVPeLawIYAXufZJOf/GEzphb8Af8f0+KzGeCG/br6im9U0Avc0DQ+bUFpvWN3TwLCe2VP4IyYK8G3gLUxD8A5M8/gZwBdU9Q8YT84K4Nuq+l31Sl4Ix2eHjUj5hiGbZSkiizArmhXAe5gw22dV9TwR+SswE9PqJCyLuvYXZ9VzA0Y7lhyONx1f4PFkef3/YYx+cT9mgVCNCaE9oqpvimlav0hVvyynFuINyyKkfUFsRuoZkZPtjgSjJf48JnP6KUx0oQajsbsLI7y+CDgPUxok23MOw5AxxE7gLOh/iTHMnsF4B1/HlGGIwSQsHfPa/rTi4uGGiPwKeNDxOHvem4yRuXxJVfeIyDeBhap6XTfft/czhrBB1hXHC3ajqn5TRKJVtcrrsyFVXM5fOGGMRnWaqVv6R9fzzLnx/w4TBjrb+fd7zGIhDWM8jAWmaBj2SOwL3czp9RjDIgLTweBcTFeNNzGh309ijLQTobZwxnlo1mL6zc5Q1U+IEfB/CyPeX4np1XlYVX/u2kADjJhSP49gvDz/VtV7xJRAmaSq93htFzZGfE8497H/wZQBeQ/TJeQ5jDG2DFMo/PMYQ/8a4Luq2uDOaIObIW2QiWl2OwLTCf6TwG6MriysW51Y3ENMe5ALMeGQTky/thaMXucHqvqqiCwBPgA8oKq5bo01mOluEeUsGP4IfFpPZqR+BxCMgXs+YZqRaj2z/UdMBuCNwDJ1mltbusdGpHzDkDbIAERkM+bG8wdVfc3d0VjCiW68Nx/CeBtaMZlFP8eEgcuc/8/DGGa/VNXSwI849BDTt/NrwD2q+oyI3I8pZHqfiFwK3Kqqsc62sR4DN1wMMbCe2cEgpoDpRFV9p6tR6/bYghkbkRoY4WCQnbKisyeDJRB08xCcg9Hk/FxV/+p4INowGX5JGCF6JfAT74egvfGfxOqeBo71zA4Oey2eGRuRGjxD3iDzYA0xi79x9DgzVXWv8/MiTMjjVUxW1iXAEicMFAU8BnxEVWtFJNEjFLY3/96xuqfesZ5Zi1vYiNTgCBuDzGLxJ2KKSV4MpGJq243G9F67HVNM8lOYkiHPYVpMjcZ0Pvi8erUDsQuHk1jdU/+xnlmLm9iI1OAIq3o7Fou/UFNJ+i1MGGgj5toahel3dwXwonOj+hOm/lUhpuhmUZf92JsXJ27kJ+qsObqn8zAZXAcwYcgRmAr7lzqhyPuA3zjfaReHoW6MichkEVkKJ7oSLBKRB0TkC5iaa7/GFMQFE869FHhNVX+LCSl9SlWzwjWca/EdnmtNuik2bDkzQ7qXpcXiL7rx3qzB9PME4/06hNE03aSqac5D8npVvVVErsQUf23w9uRYTuIYFhM5VfdUjTHIuuqe4oE5ju6pzmsfQ96wcDyz5wCpIuLxzP4PJts0DlO6YQvwnGOgjcYsGsYAtV5hcuvJsPgMey4NDOshs1j6iWNEnfDeOG9/AVPv6ueYENC5GG/NERG5BZPF5ulq8Ffgw85D0BpjdNtH8UMYz8464CdANMbwmoTx8EwXkV8Apar683AVoVvPrMUydLAGmcXSR0TkYjgRDhsuIteJyCbn41zgPVXdjwmpLcO0W/ki8LSqblXVZ5zvP6uq/2UfgoYedE8/B15R1c8CLwIpmHDbYUzT+3OBP3pE6J5w21DH83t6/b8Gk9wQD5yF8YB5PLMXAv9wPLOPYIyxE55ZF4ZvsVh6wRpkFksfEFO5+2oROV9ElmN6+60DfiCmrVQbsNUJs8UAE4G5qlqhqtudfYR9w3oPVvfUf6xn1mIZ2tgsS4uljzgp3V8B5gF3qupvReTLmJYh/wI2AJcDxcD31avfneUkNiO1f4jIxar6uPN6OHA1cFxVXxaRnwB3q+oRx4N7NsYgqwKWehYDFosl+LEeMoul77wBvIzR68Q5790JrAJmq+rtmLY9V3nXFHNlpEGM1T31HeuZtVjCB2uQWSx9RFVbMF6bw8AGEdmqqo3Ag8BIZ5vjcErad9i7oK3uaeCoaj2mzdGngb8BR1X1k5jsycsx554CD2OM2xtV9fku+xjSZT8slqGCNcgslv5xBHga4835shM2e0xVn/DeKBy8N33B6p58gvXMWixhgDXILJZ+4BhaLwN/AX5oDa/usRmpvsN6Zi2W8CDsQgAWy2BR1QKMd8fSDV66pxZMgsN/YQyHa0Xk45zUPZVyqu7peWC7s4+waXfURzye2ZUYz+x2VX2s60bhbLhaLKGOzbK0WAaI7fnXMzYj1feIyCzgKuAFVX3P7fFYLBbfYg0yi8Xic0QkCtNK6ipgh6p+VURGY2qK3aWqz4vIXE+ozfmONXAtFkvYYjVkFovF51jdk/+wgn2LZWhiPWQWi8UvOIbWRzAlLg4Al1qNk8VisXSPFfVbLBa/4LRE8mSkvmCNMYvFYukZ6yGzWCwWi8VicRmrIbNYLH7H6p4sFould6yHzGKxWCwWi8VlrIfMYrFYLBaLxWWsQWaxWCwWi8XiMtYgs1gsFovFYnEZa5BZLEMAEekQkV0isk9EHnKq4vf1u6kickE/j3eRiHyrh8/q+7OvLt+9VkRmev18p4gkO68vF5GDIvKSiKSLyP8O8BjXe8+PiDwjIhMHOuY+HG+qiLwlIu+LyAZ/HcdXOH+D2wb43Yki8nlfj8liCQesQWaxDA2aVDVVVZcArcBn+/IlERkOpAL9MshU9QlV/Vm/R3lmrgVOGGSq+klVPeD8+F/A51V1i6q+q6pfHuAxrgdOGGSqeoGqVg9wX31hG3BIVZer6is9bSQiw/w4hkAxEbAGmcUyAKxBZrEMPV4B5onIhV6emRdEZBqAiNwkIneIyPPA34AfAFc6HrYrReSoiEx1to0QkUwRmeJ9AG8viogkiMgbIvKOiPywy3bfcN7fIyI3O+/FO56uP4vIfhF5XkRGichlQDrwd2cso0Rku+MNuxFYD/xJRG4Rkc0i8pSzv7Ei8lcR2esc58PO+38UkXedY3iO/WWMwfeSiLzkvJft+f1E5KuOl3GfiFzf23i7TrqIxInIi84YXhSRWBFJBX4BXOD5nbp8J1tEbhSRV4HLReQcZy53Op7Osc52PxORA86+f+m8d7eI/ElEXhGRIyLyQef9kV7z8b6IbPH6mz0qIs85f+NfeI3jOmcfLwPrvN6fKiKPOH/Dd0Rkndc5dJfz9znuzCvAz4BE53e9pfvT02KxdIuq2n/2n/0X4v+Aeuf/4cA/MY29ozlZ2uaTwK+c1zcB7wGjnJ+vBW7z2tf3geud1+cAj3RzvBPfAZ4A/p/z+gteYzkHuAMQzOLvKWAjEA+0A6nOdv8ArnJebwfSvY5z4ucurzcDTzmvfw7c6vWdaOf/Sc7/w5zvLnN+zgameG2fDUwB0oC9wBhgLLAfWN7beLvMyZPANc7rTwCPdze/Xb6TDdzgvJ4C7ADGOD9/E7gRmITpCer5W050/r8b0y80ApgP5GP6hH4N+KuzzUIg13n/WuA4MMH5OQeYA8xwtpkKjABe8/rb3g+sd17HAge9zqHXgShn3BVApDNX+9y+Huw/+y8U/9nWSRbL0GCUiOxyXr+CaVe0AHhQRGZgHrRZXts/oapNPezrLoxRdyvGsPjrGY69Dviw8/pejIEExiA7B3jf+XksxnDIBbJU1TPe9zAP8oFyFqZnJgCqWuW8vEJEPo0xUmcAycCeXvazHnhMVRsARORRYAPG4OzLeNcAlzqv78V4xvrCg87/q50xviamju4I4A2gFmgG7hSRpzGGrYd/qGlJdVREjmMMsPXA7wBU9ZCI5ABJzvYvqmqN8/sdAOIwBtV2VS1z3n/Qa/uzgGQ5Wdd3vIiMc14/raaJfIuIlALT+vj7WiyWbrAGmcUyNGhS1VTvN0Tkd8CvVfUJEdmM8Wp4aOhpR6qaJyIlIrIVWAV8vA/H767CtAA/VdXbu4wrHmjxeqsDOC0E2A+k6/FFJAH4OrBSVatE5G6MV+hM++mJgYy3r1W3PX8LAf6tqh89bWAiGRgt2keALwJbeziG0r/fw/MM6GmsEcCarsa7Y6D1tC+LxTIArIbMYhm6TAAKnNfX9LJdHTCuy3t3AvdhPDAdZzjOa5z0UHkbb/8CPuGlg5olIjFn2Fd3YzkTz2OMFJzjRAPjMYZOjRjt3Pl9OMYO4GIRGS0iY4BLMN7GvvI6p87Dq/34LsCbwDoRmQfgjCPJmb8JqvoMJiEh1es7l4vR+SUCczGhzR3O8RGRJEyo8XAvx30L2Cwik0UkErjc67Ouc5tK7wzk72exWLAGmcUylLkJeEhEXgHKe9nuJUxYapeIXOm89wQmxHimcCXAV4AviMg7GCMQAFV9HqNBekNE9gIPc+aH9d0Y4f5pAvhe+BEQ7QjxdwNbVHU3JlS6HxOCfc1r+zuAZz2ifq/x7nSO/zbGSLlTVd+n73wZuE5E9gBXY+alzzghw2uBB5x9vIkJQY4DnnLeexn4b6+vHXbeexb4rKo2A38Ahjlz/iBwrRNa7Om4RZhz5Q3gBWBnl98p3UkmOMAZsndVtQITct3nEfV7hdItFksv2F6WFovlNEQkHfiNqgZ93axwxQnDPqWqD7s9FovFMnhszN9isZyCmIKvn6Nv2jGLxWKx+ADrIbNYLBaLxWJxGashs1gsFovFYnEZa5BZLBaLxWKxuIw1yCwWi8VisVhcxhpkFovFYrFYLC5jDTKLxWKxWCwWl7EGmcVisVgsFovL/H9sJCINuWwEOgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'bean_size': 0.2, 'violin_width': 0.75, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Based of example script `example_enhanced_boxplots.py` (by Ralf Gommers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import statsmodels.api as sm\n",
    "\n",
    "\n",
    "# Necessary to make horizontal axis labels fit\n",
    "plt.rcParams['figure.subplot.bottom'] = 0.23\n",
    "\n",
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]\n",
    "\n",
    "# Group age by party ID.\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a violin plot.\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "sm.graphics.violinplot(age, ax=ax, labels=labels,\n",
    "                       plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                  'label_fontsize':'small',\n",
    "                                  'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a bean plot.\n",
    "fig2 = plt.figure()\n",
    "ax = fig2.add_subplot(111)\n",
    "\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                    plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                               'label_fontsize':'small',\n",
    "                               'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a jitter plot.\n",
    "fig3 = plt.figure()\n",
    "ax = fig3.add_subplot(111)\n",
    "\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs', 'label_fontsize':'small',\n",
    "           'label_rotation':30, 'violin_fc':(0.8, 0.8, 0.8),\n",
    "           'jitter_marker':'.', 'jitter_marker_size':3, 'bean_color':'#FF6F00',\n",
    "           'bean_mean_color':'#009D91'}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels, jitter=True,\n",
    "                    plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an asymmetrical jitter plot.\n",
    "ix = data.exog['income'] < 16  # incomes < $30k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_lower_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "ix = data.exog['income'] >= 20  # incomes > $50k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_higher_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "plot_opts['violin_fc'] = (0.5, 0.5, 0.5)\n",
    "plot_opts['bean_show_mean'] = False\n",
    "plot_opts['bean_show_median'] = False\n",
    "plot_opts['bean_legend_text'] = 'Income < \\$30k'\n",
    "plot_opts['cutoff_val'] = 10\n",
    "sm.graphics.beanplot(age_lower_income, ax=ax, labels=labels, side='left',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "plot_opts['violin_fc'] = (0.7, 0.7, 0.7)\n",
    "plot_opts['bean_color'] = '#009D91'\n",
    "plot_opts['bean_legend_text'] = 'Income > \\$50k'\n",
    "sm.graphics.beanplot(age_higher_income, ax=ax, labels=labels, side='right',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")\n",
    "\n",
    "\n",
    "# Show all plots.\n",
    "#plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
