{
 "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": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
