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Data-Visualization/Matplotlib/.ipynb_checkpoints/7. Donut Chart-checkpoint.ipynb
2020-06-13 16:59:21 +05:30

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<!DOCTYPE html>\n",
"<html>\n",
"<body>\n",
"<div align=\"center\">\n",
"<h3>Prepared by Asif Bhat</h3>\n",
" \n",
"<h1>Data Visualization With Python (Matplotlib - Part 1)</h1>\n",
"\n",
"<h3>Follow Me on - <a href=\"https://www.linkedin.com/in/asif-bhat/\">LinkedIn</a>&nbsp; <a href=\"https://mobile.twitter.com/_asifbhat_\">Twitter</a>&nbsp; <a href=\"https://www.instagram.com/datasciencescoop/?hl=en\">Instagram</a>&nbsp; <a href=\"https://www.facebook.com/datasciencescoop/\">Facebook</a></h3>\n",
"</div>\n",
"\n",
"</div>\n",
"</body>\n",
"</html>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Donut plot"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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aK2aRd7NEQwksyzYdrWQ5bo68mwM8tvU9wsbeB9k58AQ5Z8x0tLJ2+Y6FtDy25uD+4XlHwZVfhHBxN7rKwVMhKCEdw5u57clPkXczpqPIC0yuWsSCptcyv+GkZ+e862a4wvA8l6wzRtiO0jmyhae772NjzwOM5gZMRysfHrxz+wKaVq89tNc5/GR45+dAj8RKggpBiRjO9PC/a64hle0zHUX2iYUqOKz5dJZNuZBEpJqwHS3rjYB+lXPSWJbNroE1PLrnN+waXIseKxw8y7N415b5NKw9xDLwjONfB5f848S8lhSUCkEJyDppblv7SbpSW01HEaC1cgHHTH4jcxtOwMMlGtJzUj/wPJeckybrjPHY3t+yrvOvjOWHTMcqKZZn8d5Nc6ldt25iX3j5W+ANV07sa8qEUyHwOc9z+e3TX2RL30rTUQItEkpwWNNpLJvyJiqidYStqE4G+Ngzqwbb+x/jsT2/YffQU6Yj+V7Is3nPhtnUrC/Qf6s3Xw0nv7Ewry0TQoXA5+7b/gMe2fMr0zECq7liDsdMfgPzG0/RakAJcj2XvJshnRvh0b2/4anOu8g4I6Zj+U7YC/He9TOp2rC+cB/EDsGVX4IFxxTuY8ghUSHwsSc7/sKdW75mOkbghO0oC5tO49gpb6I61oRtRQhpNaDkPbNqsLVvFY/s/g0dIxtNR/KFiBfiveumU7lpQ+E/WKISPvZfmmboUyoEPtU2+CS/WPdZHS8sItsKs7TlbE6e8Q5CdlirAWXKdR0cL0fnyFbu2f4dOke2mI5kTMyL8N41k0lu3VS8D9o0FT72DUhWFe9jyn5RIfCh/rG9/GTNx0nnh01HCQQLm0XNp3HqzPcQseNEwyoCQeB6Lo6bZffQU9y7/Xv0ju4yHamo4m6U9z7RSmL75uJ/8PlHw5VfhpBW3vxEhcBn0vlhbl1zLX1ju01HCQCL+Q0ncdqs9xEPV6kIBNT4ikGe7f2Pct+OHzCY7jAdqeCSbpz3PN5IfKfBk0snv3F8o6H4hgqBj7iewy/XfY5dgwc5GUz226y6ZSyffSWVkXoVAQHAcfO4nsOmngd4YOePGMn2mo5UEJVugnc/WkesbbvpKHDRR+E1/2A6heyjQuAjf9n8ddZ23mk6RlmbWr2E02e/n9rEJO0RkJfkuDlcz2Vd5195qO1WRnODpiNNmConwbsfqSG6Z6fpKOPsEFx13fiYYzFOhcAnHt3zG+7d/j3TMcpWa+U8ls9+P00Vs4iG4qbjSAnIO1k8XFa3/4FVbb8o+eOKtU4l71yVJNLeZjrK81XUwLX/DbWNppMEngqBD+wceIJfrvscHq7pKGUnEa7m7LlXM7PuaEJ2FFsXDMkByjkZPBzu3vZd1nX+xXScg1LnVPHOlXHCHT7dmzR7KXzoRt15YJgKgWFjuWF+uPpDZfu80qQFja/l7LkfJmRHCeu6YTlEWWeM7tQO/rjxBgYznabj7LfGfDVvfyhCuGuv6Siv7MxL4bz3mE4RaCoEhv326S+yuffvpmOUlcpoA6+b/3EmVS3QPgGZUI7r4Ho5Htz5Yx7f+zvfr+q15Gu5dIVFqKcETk5Y1vhRxIXLTCcJLBUCg57suJM7t3zddIyycnjLuZw2+32ErDAhrQpIgWSdMQbSHdyx4Xp6x3z2TH6fyfl63vqAQ6ivy3SU/VdZC9d+G2q0n8AEFQJD+sf28KPVHyHnpk1HKQs18VbOX/BJGpLTtSogRTE+2CjHI3t+ycq2n+F6julIz5qaa+At92exB3pMRzlwcw6HD96g/QQGqBAY4HoOt665lo6RIo4LLVMWNsdMuYDXTL+MkBXRDYRSdFknTSrbxx82XE9nyvwY5Bm5Jt583yj2YJ/pKAfv7LfD695lOkXgqBAY8ODOH7Gy7WemY5S8xuQMzl/wKarjzVoVEKM8zyXv5ljT8Sce3PlD8m7WSI5Z2RYuvHcIe3jAyMefMJY9Pp9g/tGmkwSKCkGR7R5cx8+e/Gffb0byMwubk6ZfyrIpbyJkR3SUUHwj56RJ50f43YYv0z5chNsDn2NuZhJvvLcfa6RMBilV1cOnvgcV1aaTBIYKQRFl8il+uPrDDGVKaJOPz8TDlVyw6PM0V87RgCHxrZyT4d7t32NNxx+L8vEWpidz3j09WKNldiHa0cvh8s+YThEY+taqiP669ZsqA4egMTmTdx19M61V81QGxNcioRinznovr5//j4SscEE/1uL0VM67u7v8ygDA4/fA2gdNpwgMFYIiWd91Dxu67zMdo2QtaDyFy474TyoitYTtqOk4Iq8qGoozr+Ek3n7k16iMNhTkYxw+Np1z72rHGivtscqv6Jdfg1SZPAbxORWCIhhMd3LX1ptNxyhJFjbLZ13BufM+RiQUx9J+ASkhkVCc+sRU3nX0t5hSvXhCX/uo0ZmcdddurPTohL6u7wz3w6/+y3SKQNBn1wJzPYc/bvpPMk7KdJSSEw9Xccnh17O09VwiekQgJSpkh4mHK7lo8Rc4atL5E/Kay1IzOf1vO7AyYxPyer63+h5Y+4DpFGVPhaDAHt79S/YMPWU6RslpqpjFu4++mZbKudovIGUhEopxysx3c978TxCyDn6K5vEjszn1b9uxcpkJTFcCfvE1KJcTFD6lQlBAg+lOVrbdZjpGyVnYeCqXHn4jyUiN9gtIWYmG4sxtOIHLj/waVdEDH8/7muE5nHzXFqy8mTkHRo0MwK+/YTpFWVMhKKB7t3/X2ICSUmRhc/rs93POvI9ov4CUrUgoTl1iCu88+ptMPYB9Ba8dnMcJd23CyucKmM7nVt8La+43naJs6TNugezoX83m3odMxygZYTvGW5Z+iaUtZ2u/gJS9Z/YVvHnxFzis+YxXff/TB+Zz7N1PYzn5IqTzud98C4Kyd6LIVAgKwHHz3L3t26ZjlIxoKMklS6+ntXK+yoAESiQU46w5H+SoSf/wsu9zVv8CjrrnKSzXP5cnGTXYA3/5X9MpypIKQQE8vvd39I3tNh2jJCTC1Vx2xFdoTM4gEoqZjiNSdJFQnNfOfBcnTL3kRb92bu9CDr9nHZarUefPc9+voUufYyeaCsEES2X7eKjtVtMxSkJltIG3H/lVauOthEPaPCjBFQnFOW7axZw2633P/tz5PQtZfN9aLE9l4EWcHPxGswkmWmFnagbQfdtvIevo+darqYm18rYjbiARriZk64+hSDQU5/DWc4mFK4iv+CvzHlhtOpK/bXgUnlwBS19jOknZ0ArBBNoztJ713feYjuF7NfFWLjvyKyTDNSoDIs8RDSVY3HAq82acC5ZlOo7/3X4zZAM2j6GAVAgmiOe53LX124Auj3wlNbFWLjviK8RDldh2yHQcEd+xwzFYchJc+kmVglfT1wF3adbLRFEhmCBrO+6kK7XVdAxfq4m1cNkR/6kyIPJqYglYejK87RMqBa/mnp9Bb7vpFGVBhWACjOWGeXDnj0zH8LXqWPP4ykC4SmVAZH/EEnD4KXDJtSoFrySXhd/qmPdEUCGYACt2/Zix/JDpGL5VHWtSGRA5GLEEHPFaeOvHTSfxtydXwI71plOUPBWCQ9Q1so017X8yHcO3oqEkb116PfFwtcqAyMGIJeDI0+Dcd5pO4m93/MB0gpKnQnCI7t72bTx0TvilWNhceNi/UBGpI6QyIHLwYglYfjEcearpJP615QnY+JjpFCVNheAQ7Oh/nN262vhlnTnng7RWztXQIZGJEI2PbzKctsB0Ev/6o1YJDoUKwSFY2fYz0xF868jW8zmsebnuJhCZSNE4XHUd1DaZTuJPuzbC2gdNpyhZKgQHaffgU+weWmc6hi/NqD2SU2e9R2VApBBiCfjADePlQF7sj7eA7n44KCoEB2nlbq0OvJT6xDTeuOizuqhIpFBCYahrgnf/Px1HfCmdO+Gxv5lOUZJUCA5Cx8hmdvRr88oLJcLVvGXplwjbKgMiBRWJwazF8Ib3m07iT3/+EeRzplOUHBWCg7BKewdexLbCvHnxv43PGrD0x0qk4GIJOOl8OO4c00n8p68DVv7RdIqSo8/cB6gntZPNvStNx/Cd1827hobkNMJ2xHQUkeCIxuHNV8PspaaT+M89vwDXMZ2ipKgQHKBVu3+OLjB6vuOnXsychuO1iVDEhGgc3vfv0DDJdBJ/6euAJ+43naKkqBAcgIGxdjZ06w/Yc82sPZoTpl1CNJQwHUUkuGLx8ZMHEc38eJ57fm46QUlRITgAq3b/QlMJnyMeruS8BZ/UyoCIaXYIqmrhDVeZTuIvuzfDpscL/mE2b97MlVdeyeWXX86b3/xmvv71r+N5z19Jvuaaa8hms+zdu5e7774bgC9+8Yvs3bv3gD7W6aefTiaTmbDsz6VCsJ+GMz2s77rLdAxfOWfeR4noRIGIP0TjcNzZMPcI00n85e7CbgIfGhri4x//OJ/+9Kf58Y9/zM9//nM2bdrEbbfd9rz3u+mmm4hGo6xcuZLHHx8vKZ/5zGeYPHlyQfMdCBWC/fTI7l/heHnTMXxjfsPJzKg9WmOJRfwkGod3fBZiSdNJ/GPjY7Bna8Fe/q677uL4449n5syZAIRCIa6//nqmTZvGxRdfzKWXXsrtt9/O6aefzujoKN/5znf4wx/+wF133cXll1/O1q1b6e3t5YorruCSSy7hrW99Kzt27KCjo4OrrrqKd7/73Vx44YX87W+Fn62gQrAfUtkB1nbeaTqGbyQjdZwz76NE9ahAxH9iSbj4o6ZT+EsB9xJ0dXUxbdq05/1cRUUFkUiETCbDrbfeygUXXACMl4Urr7yS888/nzPOOOPZ97/55ps5/fTTue222/jYxz7G2rVr2bZtG+9+97u55ZZb+NznPsdPfvKTgv07PCNc8I9QBh7b+xvybmGe2ZSi8xZcq+OFIn4VjcGS18DiE+ApHZEGYPW9cN57oK5lwl968uTJrF+//nk/19bWxiOPPMKsWbP26zW2b9/ORRddBMCJJ54IjO9LuPnmm/nlL3+JZVnk84VfodYKwavI5FM80X6H6Ri+saTlbCZVLSCkQiDiX7E4XPopqKg2ncQfXAfu/VVBXnr58uU88MAD7Nq1C4BcLsd1111HXV0dtv3iL7G2beO+4K6FOXPm8OSTTwLwyCOPcMMNN/C1r32NN77xjdxwww0cf/zxL9qkWAhaIXgV67vvIeuMmY7hC9WxZk6ffaWOGIqUgkgM3vZJ+N5nTSfxh4f/DK9/9/iExwlUWVnJddddx2c/+1k8zyOVSrF8+XLmzJnDo48++qL3nz9/PjfffDOLFy9+9ueuuuoqPv3pT/O73/0OgC996UusWbOGL37xi/z3f/83kyZNor+/f0JzvxTLK0btKGE/XP1hulPbTcfwAYu3H/EVmipmE7LVI0VKQmYMfn4TPH636ST+8JZr4MTzTKfwLT0yeAXtw5tUBvY5ZvIF1CenqQyIlJJYAi7+GNQ0mE7iD3//g+kEvqZC8ArWdvzZdARfqE9M5eQZl+tRgUgpCkfg8s+YTuEPuzfDrg2mU/iWCsHLyDpjbOjRmGKweMPCT2sToUipCkdg6jw44fWmk/iDVglelgrBy9jQfR85bSZkUdNpVMebdaWxSCmLJeANV074hrqStPpeSI+aTuFL+iz/MtbocQEhK8Ly2VfoUYFIOQiF4Yy3mU5hXjYNT9xrOoUvqRC8hO7UDjpHNpuOYdwxUy4grLsKRMpDNA6nvgmq600nMW/ln0wn8CUVgpfwlC4xIh6u4oRpb9V4YpFyYttw/vtMpzBv59PQudN0Ct9RIXgBz3PZ0H2f6RjGnTT9Miz98RApL+EoHHEqtEw3ncS8VXos/EL6jP8COwfWMJLtNR3DqJpYC0tbziYS0uMCkbITCsObrjadwrwn7gPN5XseFYIXWN+liV6nzXofthUyHUNECiEUghmLYM7hppOY1d81/uhAnqVC8BxZJ83m3r+bjmFUS+VcZtYdo4mEIuUsFoeLdEUyq+81ncBXVAieY3Pv38m5adMxjDpzzoc0hEgkCOqa4cjTTKcwa+0DemzwHCoEzxH0xwWz6pbRkJymIUQiQRBLwIUfhFCAvwEY6IbtT5lO4Rv6zL9POj/CroE1pmMYY2Fz5pwPagiRSJDEEnDyP5gjS+iLAAAgAElEQVROYdYTOlX2DBWCfXb0r8bDNR3DmEXNp5GIVJuOISLFFEvAue8cH1oUVGvv12ODfVQI9tne/6jpCEadOO0SrQ6IBJFlwTFnmE5hzmAvbFtnOoUvqBAAnuexo/8x0zGMmVy1iIqoxpmKBFIsqTsOdLcBoEIAQHdqG6lcv+kYxhw39SLdWSASZBXVMOcI0ynMWRfs4+bPUCEAtgd4daAiWs/M2qN1skAkyKJxOOMS0ynMGeiG9h2mUxinrwIEe//AUa3n4aENNSKBZtsw93CobTadxJyNwf068IzAF4JMPsXe4Q2mYxhhW2GOnPwPurNARAALXnuh6RDmbHjEdALjAl8IdgysxvUc0zGMWNB4MhaW6Rgi4geRKJx43vhfg2jbk5DNmE5hVOALQZAfFxw/9WJi4aTpGCLiJ0EdZ5zLwra1plMYFfhCsKP/cdMRjGipnEtNvNV0DBHxk3gSzgzwEcQNwf0GEQJeCLpGtjGS7TUdw4jjpl5EyArwDHMReWk1jTDzMNMpzFAhCK6gPi5IRmqYU388th0yHUVE/CYSg9MDegSxc+f4EcSACnghCObjgsNbX4en2d0i8lJsGxYeA9UBnV4a4FWCwBaCTH6UvcPrTccwYmnL2TpqKCIvz/Pg8FNMpzBjyxOmExgT2EKwa+CJQB43rIm3kozUmo4hIn4WjcOyM02nMGPn06YTGBPYQrBnOJi/6XPrTzQdQURKwZS5kKg0naL4evbCyIDpFEYEthB0jWw1HcGIxc2n63GBiLy6fA4WHWc6hRk7gvkNY3ALQSp4hSAZqaE+OdV0DBEpBfFkgB8bBHN/WSALwWC6k3R+xHSMoptdfxyumzcdQ0RKxdwjIRzAeSVaIQiOzpEtpiMYcVjT6UQ1qlhE9lc+B/OPNp2i+No2ghu8TeeBLARBfFwQseNMrl5oOoaIlJJYAo5abjpF8WXGoH2H6RRFF8hC0BnADYUz647GcXOmY4hIKbFtWHIiWAH8UrEjePsIAvi7HMwTBgubTiUWrjAdQ0RKjgUzF5kOUXwqBOVvJNtHKtdvOkZR2VaI2XXLTMcQkVIUicERrzWdovj2BG+vWeAKQRA3FE6pXhzIqYwiMgFCoWDuI+jaHbiNhYErBF0j20xHKLr5jScTseOmY4hIqYoloWW66RTF5eTGpxYGSPAKQSp4KwQzao7QVccicgg8mHmY6RDF17HTdIKiClwhCNoJA9sKUxNvMR1DREpZLAGzl5pOUXwdO0wnKKpAFYKx3DBDmS7TMYqqKTmTvJs1HUNESt2sxaYTFF+nVgjKVhAHErVWzcO29LhARA5RfSuEAjbGuGOX6QRFFaxCELDHBQBTq5cQCWlDoYgcomwGJs82naK4utsCddIgUIVgIN1hOkLRaVyxiEyIUAimLzCdorhyWehtN52iaAJVCIYzPaYjFFXYjlEZbTQdQ0TKQTQOcw43naL4AnTSIFCFYCTbazpCUTVXzCbvZkzHEJFyMSOAI4x79phOUDQqBGVsfENh2HQMESkXNQ3jKwVBMhCcleXAFALHzTGaGzQdo6imVS8lEoqZjiEi5SKbgSlzTacoroHgHFUPTCEYyfYBnukYRdVaFbANQCJSWOFw8DYWaoWg/ARtQ2E0lCAZqTEdQ0TKSSQGc48wnaK4BrtNJyiawBSCoO0faKmcS85Nm44hIuVmWsBWCIb6wQnGLAIVgjJVG59ESBsKRWSiVdWCZZlOUTyeC0PBWGEOTCEI2iODymgjITtqOoaIlBsnDxUBexzZH4zHBoEpBEFcIbCtwPz2ikix5PNQE7CBZwHZRxCYrxhBKwTV8WbTEUSkLHnj8wiCZECFoKwE75FBvekIIlKO7HDwVgiG+00nKIpAFALP8/bNIQgOHTkUkYKIRIO3QjCWMp2gKAJRCEZzA7he3nSMorGwiYQSpmOISDmybWiYbDpFcaVVCMpG0PYPVETrcNys6RgiUq7qWkwnKC4VgvKRyQfjN/MZldF6HC8YgzRExICgPTJIj5pOUBSBKASOlzMdoagqow0EaGyIiBRb0OYQaA9B+XDdYH23XBlt0LXHIlI4sQTYIdMpikePDMqHE6ANhTBeCMJ2xHQMESlX+SxU1ZlOUTx6ZFA+gnTCAKA2MQlLUwpFpFCcfLD2EWTHwHVNpyi4QHzVCNoGuwoNJRKRQqusNZ2geDwPMuW/ShCIQuC6wdpUGLK1f0BECiwUsM8zmfK/Tj4QhSBoKwQ2AdrsIyLFZ1nBKwSeHhmUhaDtIbC1QiAiBWUF65QBAJ7pAAUXiELguAErBNpQKCKFZBG8QlD+fSAYhSBwKwR6ZCAiBWVBKGifZ8q/EQSiEARtDoFtBe1/VBEpKiuAjww8FYKyELQVAiwNLhaRAgvao0kVgvIQtD0EXgB2w4qIQZ43PpxIykogCkHQVgjcgB2zFJEi8zwI2B0xWiEoE0GbQ6BCICIFF7RCoE2F5SFoT9RVCESksDxw9Hmm3ASiEMTClaYjFFXQHpGISJF5BG+FIBw1naDgglEIQhWmIxSVVghEpKAsCxJJSFYGZ4RxNG46QcEF4ncyHg5WIUjnRkxHEJFyFsrCjDug8r7xH3tRsKrAqwKqwE2ClwQvDm4c3Cg4EXDC4IQgb+178yDn7nvLQza77y0NeZ9dShdTISgLQXtkMJjpMB1BRMqZFYL0nuf8OAv0gtU7/uOJmFnkhYFq4JmSUQEkwE2AG9tXMqLghiG/r2Q4FuS8fUXDeX7JyGQgnz24LLYdiEcGgSgE8YAVgqFMF3k3R9iOmI4iIuXIjkO6vbAfw8oDffve+L+ScUhlIwTec0qGV7FvNeM5KxluZHw1Ix8aLxh5CwjG59JAFIKgrRCMZPpwVAhEpFC8PDgp0ykOggNWP9A//kOL/dtJF58CfLNwsXwiGJsKA7aHYCTbi4emFYpIgWR7TScorkit6QRFEYhCELRNhSPZPl1wJCKFE7R9SmEVgrIxfuwwOOOJUtlewnb5b4AREUPSbaYTFJdWCMqHZdnEQknTMYom52YCd6GTiBRRaqvpBMWlQlBegraPIJ0fNh1BRMqRkw7eCkG4xnSCoghMIQja0cNUtt90BBEpR24G0ntNpyiuaL3pBEURmEIQtBWC4Uy36QgiUpa84BWC+DTTCYoiMIUgaCsEA4UeGiIiwWSFg1cIkjNNJyiKwBSCWChYhWAo003eOcgxnSIiLyeUgEzAvuFIzDCdoCgCUwgSkWrTEYpqONuD4/nschARKX1OanwfQZAkpptOUBSBKQS1iUmmIxRV18gWDScSkYk3tM50guKKNo+vigRAYApBXXyK6QhFNZTpxsMzHUNEyombh977TKcoroDsH4AAFYL65FTTEYque2S76QgiUk6cFAysNJ2iuAKyfwACVAgqo/VEA7Ls84y2oSdxPcd0DBEpF3YUBh81naK4VAjKU10iWI8N9g5vIOekTccQkXIRxKFEKgTlKWiFoHN4MyE7YjqGiJSLwdWmExSf9hCUp6BtLEzl+sk7ATseJCKF4eag9x7TKYpPKwTlqT4ZrEIA0Bm0W8lEpDCcFAw8bDpF8akQlKegPTIAaBt4EsfVgCIROUShBAwEbENhpBYCNNQuUIWgPmCPDADaRzaSC9pUMRGZeLlByPWaTlFcFQtNJyiqQBWCaDhJRUCusXxG58gWwnbMdAwRKXWDj5tOUHw1R5tOUFSBKgQA9QF7bJDOD5PJj5iOISKlzMlA792mUxSfCkF5C+I+go6RzaYjiEgpc9Mw8IjpFMWnQlDe6hPBG2G8secBMvlR0zFEpFTZEehbYTpFcdlRqFpiOkVRBa4QBHGFYFvfIxpQJCIHr/tvELTr1KuWjBehAAlcIWhITDMdoejS+WF6RneajiEipSg3BHtvNZ2i+KqD9bgAAlgIahOTSEZqTccouvVdd5HT1EIROVB2DLr+ZDpF8QVs/wAEsBAATKk+zHSEotvSG7ArS0VkYgw+Bvkh0ymKT4UgGKZWLzYdoeiGMl2ksn2mY4hIKcmnYPePTKcoPisM1UeYTlF0gSwEU2qCVwgA1nffQ15jjEVkf1kh6Pyd6RTFV7kQQnHTKYoukIWguWI20VDCdIyi29z7d1wvbzqGiJSK0W2QaTedovgC+LgAAloIbCvE5KpFpmMUVTJcwYyqSmwc01FEpBQ4adjzv6ZTmBHAEwYAYdMBTJlas5gdA+U9m7suXsfC+hnUxxxcpw3YweDoCuoqz8S2QqbjiYifeQ60/9p0CjNqjzWdwIjAFoIp1eU5gWpSZSvzaidTHRnFcfYCW3GfsygwNLqS2opTwEoayygiJSDXD6mNplMUX7gaao8zncKIwBaCSVULCFkRnDKYvjWrZiazahpIhgZwnC5gM87LPBkYzWwErGLGE5FS4+Zg722mU5jRcBrYwfzSGMx/ayBsR2itms+eoadMRzlgISvE/Lo5TKuqImp147i9QO/LloDncxkee4ya5IlYemwgIi/FzUD7z02nMKPpbNMJjAlsIYDxeQSlUgiidoxFDXOZXBHD9vbieu3gteN4B/5avcN/pDqxTIVARF5auj2YtxsCNJ5lOoExgS4EU3w+oKgyUsWihtk0JSxw2/C8XeCCe4ivm85uI5vvJh4N3r0OIvIqcsOw5UumU5iRmA6V802nMCbgheAwLGy8Q/4SO3EaEo0srJ9GXTSH4+wGtuEV4KRgz9DtTKp/HyE7ePMYROQVWF5w9w8EeHUAAl4IYuEkTRWz6EptNZpjSuVk5tZOoiqSwnH2AFv2cz/AwRsaXcmk+vcW9oOISGlx0rDzO+CmTScxo0mFINCmVi82UAgs5tTOYmZ1HYlQP47TDQwXvAQ8l4dD3/CdNFSdh21Hi/eBRcTHPNjxDdMhDLGg8QzTIYxSIahZwuPthZ/VHbLCLKyfw5SqSqJ04rjdQHdRS8AL9Y38hYbq88wFEBH/8FzovR/GdplOYkbNURBtNJ3CqMAXgpl1RxO2o+Td7IS/diwU57CGObQmo/tOBuwFF98MD847/YyMPUlV4igsK5BTrEXkGU4Ktl5nOoU5Ad8/ACoEREMJptccybb+hyfk9aqj4ycDGuMenrMbj4k5GVAoPUO/pSK+mJAVvJu9ROQ5sj3Qe6/pFOYEeP7AMwJfCADmNZx4SIWgKdHIgvrp1EYzz54McP2yDPAqxrKbyDv9hOxJpqOIiCn5YdgS4NUBOwF1rzGdwjgVAmBOw/FYWw7s+OG0qqnMqW2hMjyM47TzSuOC/a5n6HZa696lI4gigWUH92ZDGB9XHIqZTmGcCgGQjNQwpXoxu4eefNn3sbCZWzeLGVW1xO0+HLcHGCzZEvBcg6N/p7XuXaZjiIgJbgZ23wLOqOkk5kx+i+kEvqBCsM+8hhNfVAjCVpiFDXOZUllBmA5ctwvowvHrhoCD5Hk5+kfuor7ybB1BFAkaz4VtN5lOYY4dg9YLTafwBRWCfeY2nMg9279DIpxkUcMcWpNhLHc3rrfH15sCJ0rP0O+przzTdAwRKSY3C51/gNFtppOY0/x6iNSYTuELKgT71MSbeePcM8llH8NjB54DB3FvUMly3EF6hv5AQ/U/ELL1LE0kELw8PH2t6RRmTb7UdALf0OHz56hLzsEjbzqGMT3DvwdypmOISDE4o+NjioM6iAggXAUt55tO4RsqBM9RnTwRsEzHMMbzMnT2/xQnqHPMRYLEc2DT/zOdwqyWCyCkGSzPUCF4jmi4iUR0rukYRvWn7sFxh03HEJFCyo+Ml4H8oOkkZk15m+kEvqJC8AI1yRNNRzDMpb3vFq0SiJQzJwU7/st0CrOijRpX/AIqBC9QXXESEDIdw6iR9ONkc3vwvHI/WyESQPlheOpj4ycMgmzSRWBrX/1zqRC8QCRUS1XiKNMxjGvv/wGepw2GImVnbDfs/ZnpFOZN1uOCF1IheAl1laebjmDcWHYrI+kncd3gnroQKTv5FKz7IME6VP0S4lOh/hTTKXxHheAlVMaPJByqNx3DuI7+H1H+I5lEAsJ1YODhYN9o+IzJbwUruCfKXo4KwUuwLJu6itNMxzAu53TRn7oHN+jPGkXKgZeBdR82ncIfpl5uOoEvqRC8jNrK5QR5JsEzugd/cUC3QIqIDzlpaP8VjKw3ncS8+lOg+gjTKXxJheBlRMNNVMSXmI5hnOOO0N7/A1wdQxQpXc4oPPVR0yn8YebVphP4lgrBK6irPMN0BF8YTN3PaGYjrk4diJSefApWXwa5ftNJzItP082Gr0CF4BVUJZYRsqtNx/CF3b3fxPO0l0CkpORHof2X0P1n00n8YeYHNHvgFagQvALbClNboaMpAI47xJ7eb+vRgUgpyQ/Cug+ZTuEPdhymX2k6ha+pELyK+qpz0H+mccNjjzA8tlqnDkRKQX4UHn/L+JhigSmXQrTBdApf01e6VxENN1OdPN50DN/Y2/ddXE+rBCK+lk9B23eh70HTSfxj1kdMJ/A9FYL90Fj9D6Yj+IbrjbK75+u4bsZ0FBF5KZ4L2S54+lOmk/iHjhruFxWC/ZCIziYZO8x0DN9IZdYxOPqgSoGIH7lpePTNoP8//89MrQ7sDxWC/dRYfb7pCL7S3v8jHFfPJkV8JT8CW2+AodWmk/hHfBpM0lHD/aFCsJ8q40cRi0w1HcM3PC9DW89XtEog4heuA2M7YfMXTCfxl5kfBCvYV9rvLxWC/WRZFg1V55mO4Stj2S30jfwFR6VAxDwvM/6owHNMJ/EPOwHTrzCdomSoEByAmopTCIfqTMfwlc6B28jkdmmKoYhJ+RSsvQpSG00n8ZcZ79dRwwOgQnAAbCtMfeU5pmP4jMOu7utwnCE8T5cgiRRdfgR2fAv2/Nh0En8JVcDcfzadoqSoEByg+qqzCdkVpmP4iuOm2NH177ieHh2IFJUzCr33wwYdMXyRmVdDrNl0ipKiQnCAQnaShqo3mI7hO9l8O23dN2qToUixuDkY3QmPXQR4ptP4S7gG5nzSdIqSo0JwEBqqziVs15iO4TupzFN09P9YpUCkGPJDsOpMcMdMJ/Gf2ddAVPu9DpQKwUGw7RiNNReYjuFL/am/0Z+6F0eXIIkUTj4FK8+C9F7TSfwnUg+zrjGdoiSpEBykusqziIQaTcfwpY7+/2Esu1WXIIkUQj4FT1yu4UMvZ84nIKJr6w+GCsFBsq0wTTVvMh3Dpzzaum8k7/Tj6ky0yMTJj8DW66DjN6aT+FOsRZcYHQIVgkNQW3Eq0XCr6Ri+5Hpj7Oj6dzzdjCgyMfIp6LoDNv+76ST+NeefIJQ0naJkqRAcAssK0VxzsekYvpVzutnZdZ02GYocKjczPnToiXeYTuJf8akw4wOmU5Q0FYJDVJ08iVhkuukYvjWW3cyevm+rFIgcLDcHmS5YdQ5oX87Lm/cZCMVMpyhpKgSHyLIsWmovNR3D14ZGH2Jv//dVCkQOlJuDTCc8eDxke0yn8a/kLJj2XtMpSp4KwQSoShxJVeIY0zF8bTB1P3v7f6BSILK/3Bxku2DF8ZBpN53G3xZeD3bEdIqSp0IwQVprL8dCfyBfyWDqPtr7b1EpEHk1bg6y3eMrA5o18MqazobJ2ss1EVQIJkg00kpD9fmmY/jeQOpe2vv/R6VA5OW4+fHHAw8eD+k9ptP4mx2Dxf9lOkXZUCGYQE3VFxAJ6arNVzOQukelQOSluFnI7tszkN5tOo3/zfkkVM4znaJsqBBMINuO0VL7dtMxSsJA6h6dPhB5LicDY23wwDGQbjOdxv+Ss2Hup02nKCsqBBOspuJEKmKLTccoCUOjD9HW81WVAhFnDFKb4cFjx08VyKtb/A0IxU2nKCsqBAXQWvcu9J92/4ykV7Oz+3pcXYYkQeWMwtAaWHEi5PpNpykNLRdAy+tNpyg7+qpVAPHoNOorzzYdo2SMZtazo+sLOO4onueajiNSPPkU9D8EDy0HZ8R0mtIQqoAlXzOdoiypEBRIc+1btMHwAIxlt7Kt47PjFyJpGpsEQT4Fe2+FVeeCVsj237zPQULTYQvB8jzPMx2iXA2PPcGu7utMxygptpVgWuM/kozNxbb1fFDKVD4F6z4Cu39gOklpqVwEr12jIUQFohWCAqpKHEltxammY5QU1xtjZ/cX6R3+kzYbSvlxs+MzBlYuVxk4GEu+pTJQQCoEBdZa9w7CoTrTMUqMR9fgz9jd+3UcN619BVIe8ikYWgv3LoaBR0ynKT1T3g6Np5lOUdZUCAosZFcwuf59pmOUpOGxx9jW8WlyTp/2FUhpy6dgz/+OnyTIdplOU3pik2GxNhIWmgpBEVQljqEmeYrpGCUpm9/L1vZPMJrZgKONV1KK8qOw7kPw5FXg5U2nKU1HfB+i9aZTlD1tKiwSxx1hS/snyDs6Z3xwLJpqLqKx6nxsW3eeSwlwM5AbgodfB4OPmU5TumZ8AJZ+y3SKQFAhKKKh0Udp67nRdIySVhk/mqmNV2NbMSxLC1ziU/kUjDwFD58/fmuhHJyKefDaJyCUNJ0kEPQZtYiqk8uoSZ5sOkZJG0k/vm9fQY+mG4o/OaOw+4ew4jUqA4fCCsGRP1YZKCKtEBSZ446xreOfyeY7TEcpaRZhmmouoqHqdVhWRKsFYl4+BflBWH0Z9N5rOk3pm/d5WPCvplMEigqBAWPZ7Wzv+DweOdNRSl4sMp1pjR8lHGogpEFGYoLnjk8a3PVdePqfwR0znaj01b0GTrpvfJVAikaFwJDe4T/T0f8/pmOUCZvGqvNpqnkzWGFsfRKRYsmnINsJj1+i2QITJVI7Po1Q44mLTuushjRUnUtV4ljTMcqES8/w79ja8Sky2Z3aWyCF5zrjewW2/Sfcs1BlYCIt/a7KgCFaITDIcUfY2v5P5Jwe01HKiEVd5Rm01r4dCGPbYdOBpNzkR2B0+/iqwMh602nKy/Qr4PDvmE4RWCoEho1mNrO98/8BjukoZSUcqmdqw4dIROfokiSZGG5+fLbApn+BbTcBGqk9oSoPg1MehVDCdJLAUiHwgZ6h39E5cKvpGGWpJvkaJtW/F8sKY1tR03GkVOVHYHgdrL50fHVAJla4Gk5eBZULTScJNBUCH/A8j13d1zOSfsJ0lLIUsqtornkLtRWvBcvGtnRbmuyn/PB4GXj6Wtij0l4YNhz7e2h5vekggadC4BOOO8K2js9qPkEBRUINNNdcQnXy+H3FQPsL5GXkR8YfD2z4Z2i7RXcQFNLC62HuJwv28qtWreK2227jpptuevbnbrzxRhobGxkZGeHDH/7wS/5zv/71r9m2bRvXXnttwbL5jU4Z+ETIrmR60yewLU3lKpSc08uevm+yteOTjIw9jutm8Dzt3ZDnyKcgNwgbPw9/mzI+W0BloHCmvL2gZeCVVFdXv2wZCCp9i+QjscgUpjZ+hF3d/4E2LBVONt9BW89XiEWm0Vp7OcnYAk07DLr8KODC1uvHNww6KdOJyl/tcXD4d41GuOaaa7jpppv4xS9+wU9+8hNqamqIRCK8/vXjjy/WrFnDe97zHvr6+njb297GW9/6VqN5C02FwGeqEkfSUnsZnQM/Nh2l7GVybezs/hLx6Gwm1b2TeGSGTiQEjZMGz4Ed/wVbvjw+elgKLzYZlt0OoeL8/7Zy5Uouv/zyZ3/c1tbGRz7yEQD6+vr43ve+x+233040GuUd73jHs+8XDof5/ve/z549e7jyyitVCKT4GqvPI5NrYyB1r+kogZDObmN757+QjC2kte5dRMOtGoNc7tzseBFo+z5s+jddQlRMdhyOvR3ik4r2IU844YQX7SF4xq5du5gzZw6JxPhxx6OOOurZXzvssMOwLIumpibS6fIfeKY1Up+aVP8+krEFpmMEymhmA9s6/ondPTcxltmK62Zw9fy4vOSHxx8PtP0P3DMP1l2tMlBsh38Pav0zpXX69Ols27aNdDqN67qsXbv22V+zLMtgsuLTCoFP2VaYaY0fZ1vHZzTJsMhG0msYSa8hGp5EfdU51FacCkDI1sCUUuR6DpabxRrbCVtvhL23aY+AKXM+CVMvM53ieerr67niiiu49NJLqa2tJZPJEA6HyeeD982Ajh36XDq7k+2dn8f1MqajBJZFhOrk8TRUn08sPAnLCmHpyKLvOW4aC4uh0VV43XdR99S/mY4UbM3nwbG/A59t3s3n83z3u9/lAx/4AACXXXYZH/vYxzj2WP+sYhSLPqv5XDw6g6mN19DWfQOexhsb4ZFjcPRBBkcfJBaZSn3ludRWnIyHp1UDn/E8B9fL4TgD9Az/gcHUClxvDGyoTUzDGmszHTGYqhbDUbf6rgzA+MbBsbExLrzwQiKRCIcffjjLli0zHcsIrRCUiIHU/ezpvRnQb5cfWFaUmuSJNFSdTzTcDFZIg44Mctw0lmUzPPoIvcN/Yiy75UXvM23IpnrHTw2kC7jkbDjpAYhPNp1EXoUKQQnpGfo9nQM/MR1DXiAWmU5D1bnjExCx992boPHIhea4Y1hWmFy+i77hvzKQuh/XG33Z9w+7YeZv+D1WfqiIKQMuPmW8DCRnmU4i+0GFoMR09P+Y3uE7TMeQl2QRj8ykKrGMmooTiYSb8DxHRxgniOs5eF4GizCpzNMMjf6d4bEncNz9nx0wqy9DcvftBUwpz4o2won3Q9Ui00lkP6kQlBjP89jb99+aUVACwnYtlYkjqUmeRDK+EM/LY1sxLCtkOlrJcN0s4OF4YwyNrmJ49BFGM08f9H6ahBNj1vpbsXSctLDCNXDi3VBztOkkcgBUCEqQ57m09XyV4bGHTUeR/WQRJhk/jOrEcVQnj8W2YoCNbetK5hdy3FEsK0Imu5vB0RUMjz1GNt8+Ya8/r6OHaNddE/Z68gKhJBz/F6h/jekkcoBUCEqU6+XY1f0fpNJPmo4iByEankxV4hgqE0fuG5kcw3OzWHY0UPsPHDcNuNhWlFy+l9HsZobHHmVkbG1YT+IAAA7oSURBVO0r7gc4FLW5BFOe/p+CvHbg2bHxq4ybzjKdRA6CCkEJc900O7u/zGhmo+kocohCdhXx6CwS0VkkY4tIRGcSsitxvQwWkZJfSfA899lZGrYVIZvvZDSzidHMJtLZ7WRyu/Eo3jL+wl1bCA08VrSPFwhWGI75BbReYDqJHCQVghLnuGl2dV/PaOZp01FkgtlWknh0JonoTJKxRcSjs4iEanG98efqEMa2or4arzo+ByALuFiEwLLJ5PYyltnEaHbzvi/+ezF9m2fzWJymzT80mqG8WHDkj2Dq200HkUOgQlAGXDcz/vgg85TpKFJglhUjHplKOFRPOFRLJFRPJNxEJNRIOFRLOFSFbSXwvPy+77g9IIRtRQ5pM6PrZfG8Z17PxrYieIDrjpB3hsg5feTy3eScHvLOADmnn1y+m2y+A1/OzvDgsC2rsMZ2mE5SHpZ8C2Z+wHQKOUQqBGXCdbPs6rmRVHrtq7+zlDmLkF1NJFS7ryTUEg7VEQ7V7tufMD562SI8PoZ533fyeA4ueTzPAS+PhzP+Hb87Rs7tI+8MkHf6yTuD5J1+XK+0b3+bOhyiZvutpmOUvkX/AXM+YTqFTAAVgjLiejnaur/CSHq16SgivhdybRZs/DNWrt90lBJlw9JvwoyrTAeRCeK/wdJy0GwrwrSmf6QqcYzpKCK+59guYy3LTccoTXYUjv6pykCZUSEoM+PXJl9DVeI401FEfK+9pgIvQMc8J0SoYvxo4eS3mE4iE0yFoAxZVphpjR+lOnmS6SgivpYOZck1n2Y6RumI1MMJd0HT2aaTSAGoEJQpywoxteHD1Fe9znQUEV/rrJ9iOkJpeOaiorrjTSeRAlEhKGOWZTOp7p201F4O+OesuoifDEXGcOqONR3D3yrmw0kroOow00mkgFQIAqCx+jymNnwECz0rFXkpvY36Qveyao6Gkx6E5AzTSaTAVAgCoqbiRGY0f5qQXWE6iojvdMfTuMnZpmP4T8NpcOK9EGsynUSKQIUgQCrii5jZ8q9EQo2mo4j4iwVDrSeaTuEvLRfAcX+GcJXpJFIkKgQBE49MZVbrF4hHZpqOIuIr7RUuXqTedAx/mPMpWPYrCMVMJ5Ei0qTCgHLcMXb3fJWR9BrTUUR8Y2Z/noq2X5mOYU6oAo74gWYMBJRWCAIqZCeY3vQpGqvfaDqKiG+0VyfxSvyq6YOWnA2v+bvKQIBphUAYGn2YPb3fKvnLakQmwtzOAWKdd5qOUVxNZ8NRP4WoHpkEmVYIhOrkccxq/Xei4Ummo4gY11nfajpCcc3+BBz3R5UB0QqB/B/HHWVP7zcZHnvMdBQRoxbs3km4b6XpGIUVSu7bL/BW00nEJ7RCIM8K2Umm/f/27ja2qvqA4/jv3OfbSx8obaXIUwtYHmYZD2MsOrbo+oJifUHUV4IvnCxLljEyyBYSozFZhPCCF7hkyaYBa2YmsA1hxYVlU8QRRIcrCgPsECsFKZS2t72n9+GcsxdlVeRB+nD7b2+/n4Tc5obe+4ME+u25556WrFdp4SPiyoYYy66UVJmekF15FdJ9h4kBXIcgwHUsy1JZ4SOaWrpePivP9BzAiMvhHrmxe0zPyI6SH0j3vycVVJteghGGIMBN5UcXaUb5JkVDs0xPAYafJXXclWs/xMfXe32Bb7/B+QK4Kc4hwG15nqvWjt1q7fyTJNf0HGDY+DyfZp/6m6xUq+kpgxedKs3fIZV83/QSjGAEAe5IInlKn11+QWknB/5zBO7Q9KuOYs27TM8YnMmrpXnbpGCB6SUY4XjJAHckL1ylGeWbVZh3n+kpwLBpKYjK80VMzxiY4ARp0S7pmzuIAdwRjhCg39q7D+lC24tyPdv0FCDrZrbGFb7QYHpG/5TVStUvSpExdk0FDApHCNBvRbH7NaN8s6KhHD0LG/iSi+PL5I2Wt+H6Y9K9v5GW/IUYQL9xhAAD5nmursT361LHa/K8pOk5QNZUnW9W4Mo/Tc+4vaKl0oJ6KTbT9BKMUhwhwIBZlk8lBSs0s3yLYhHe04zcdblkBB8NswLSPc9J9x0iBjAoHCHAkGnvPqiLV+vluHHTU4AhN+e//5av6z+mZ1yvYIFU/VupaJHpJcgBBAGGVMbp1MWrL6sjccj0FGBITeoOaXxTvekZvYLjpapfSdN+JFkc6MXQIAiQFXH7A11o+53SzmXTU4AhYbmW5pz5h6zk5yZXSFOelOY8L4VKDO5ALiIIkDWu26NLHTvVFn9DnhzTc4BBm9buadynr5l58sJvSd94QRq/xMzzI+cRBMi6ZLpFF6++oq6ef5meAgxK0A1q1ondstxhvAZHcII0+3lp6pO8PICsIggwbLp6juvi1Xol05+angIM2IzWbkUu7BuGZ/JJ09b0nivADyPCMCAIMKw8z9XVrr/rUsdrctxO03OAfotlIpp24mVZyuJ/nUVLpXt/LRUuzN5zAF9BEMAIx02oteOP184vyJieA/RL1fkWBa68PfQPHJkiVT0nTX5CskbJ1RGRMwgCGJVKX9Tn7b9Xp31UyuZ3XMAQKk5GVX5q+9A9YHiSNGujNOWHkj88dI8L9ANBgBHBTp1Va8duxe33TE8B7sicsx/KF/9ocA8SnijN+GXv9QT8o/SnKiJnEAQYUXrDYJfi9vumpwC3Vd4dVnHTywP75FCZNPMX0rQfS/7o0A4DBoggwIhEGGCkszxLc06/JSt54c4/KVQiVW6QKn4i+fOyNw4YAIIAI5qdbNKljl3q6jlmegpwg6kdUv65P3z9bwwWS5U/lyp+KgXGZX8YMAAEAUYFO9mk1s49inPyIUaQoBvQrJN/luV03+I3jJcq1kkVa6VgwfCOA/qJIMCokkpf1JX4frV3vynXS5qeA6jyckLRlr3X3xmr6j0aMPkJKRAzMwzoJ4IAo1LG6dLVrgNq6zqgjNNmeg7GsJgT1rSPXpElVyqpkSp+JpUt5zoCGHUIAoxqnueoM3FEV+JvyE6dNj0HY5DPCmtmapaCZSul/Lmm5wADRhAgZ9ips2qL/1WdicO8nICsCwUmqTi/RkWx78nv4x0DGP0IAuQcx+1RZ+Kw2rvfVCJ5yvQc5BDLCio/ukjF42oUi8wzPQcYUgQBcloy3aL27rfU3v025xpggCzlhatUFFumgrylHA1AziIIMCZ4nquunka1d7+peOJ9eUqbnoQRLhQoV1HsuyqM3a9QoMz0HCDrCAKMORmnS52Jw+q031V3zwlJjulJGCH8vnwV5n1HhbHvKi88y/QcYFgRBBjTMk6X4vZ7ittH1WU3cuRgDAr4ipQfXaj8vMUaF6mWZQVMTwKMIAiAaxzXVpd9TJ32u+qyP5Dr9ZiehCwJBycrP7pI+dHFioZmyuKaAQBBANyM66XUZTcqbr+v7p7jSjuXTU/CoPiUF67qi4BwcKLpQcCIQxAAdyCZblF3z4fq6jmu7p4Tcr1bXLseI0YocJfywnMVi8zTuEi1An5+lgBwOwQB0E+e58pONfUFgp08LU8Z07PGvKC/VLHIPMXCcxWLzFUwUGJ6EjCqEATAILluUonUadnJj2WnPpad/FgZt8P0rJwX9JcqLzKnLwB4ayAwOAQBkAWpTKvsVJPs5Jne29RZeVxOecCC/jJFQxWKhCqv3VYo4M83PQvIKQQBMAw8z1Uy3Sw71aSedLNS6RYl0+eVdq5I4p/gFyyFAmWKXPuiHw1VKhKsUMA/zvQwIOcRBLjOkSNHtHr1am3dulW1tbV999fV1WnevHnatGnTbT+/qalJzz77rOrr67Vu3Tpt3rxZoVAo27NHLdftUTLTomT6MyXT55W8FgqpzOfK5QsmBfzjFQpMVChQrnCwXKFAuULBiQoF7pLPCpqeB4xJXIEDN6isrNS+ffv6guDUqVOybbvfj7N169ahnpZzfL6IoqFKRUOV193veRmlnTalM1eUcdr6Pk47bco4/7/tkOSaGX4bPiumoL9Iga/8CvpLrn3RL5ffFzE9E8BXEAS4wezZs/XJJ5+os7NTBQUFev3111VXV6cLFy5o//792r59u3w+nxYtWqT169fr0qVLWr9+vTzPU2lpad/jPPDAA9q/f7+eeeYZ1dbWatmyZTp48KAaGhq0adMm1dTUaMGCBTp37pyWLl2qeDyuxsZGVVRUaMuWLQb/BsyzrIBCgbLbnijnea4yzlVlnHY5XkKua8txE3LdhBzP7r11bble4tr9tjwvLU+uJFee58iT88UrFl+6No+lgHxWWD5fWD4rcu3j3lur7+OIfL6wAr7C677w8x0+MDoRBLipmpoaHThwQCtXrlRjY6OeeuopnTx5Utu2bdPu3bsVjUa1YcMGvfPOOzp06JAeeughPfbYY2poaNCrr756R89x/vx57dixQ6WlpVqyZIl27typp59+Wg8++GBfjODWLMunYGCCgoEJpqcAyAE+0wMwMtXV1amhoUFHjx7V4sWLJUmO46itrU1r1qzRqlWr1NTUpObmZp05c0bV1dWSpIULF972cb98ykpRUZEmTZqkYDCovLw8zZzZewnZ/Px8JZOckQ8Aw4kgwE1NmTJFiURC9fX1evjhhyVJlmWpvLxcL730kurr6/X4449r/vz5qqys1LFjxyRJx48fv+GxQqGQWltbJUknTpzou5/rxwPAyMFLBril2tpa7dmzRxUVFWpublZxcbFWrFihVatWyXEc3X333Vq+fLnWrl2rdevWqaGhQZMnT77hcR599FFt3LhRe/fu1fTp04f/DwIA+Fq87RAAAPCSAQAAIAgAAIAIAgAAIIIAAACIIAAAACIIAACACAIAACCCAAAAiCAAAAAiCAAAgAgCAAAgggAAAIggAAAAIggAAIAIAgAAIIIAAACIIAAAACIIAACACAIAACCCAAAAiCAAAAAiCAAAgAgCAAAgggAAAIggAAAAIggAAIAIAgAAIIIAAACIIAAAACIIAACACAIAACCCAAAAiCAAAAAiCAAAgAgCAAAgggAAAIggAAAAIggAAIAIAgAAIIIAAACIIAAAACIIAACACAIAACCCAAAAiCAAAAAiCAAAgAgCAAAgggAAAIggAAAAIggAAIAIAgAAIOl/lgb4YbUPVHYAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Changing background color\n",
"fig = plt.figure(figsize=(9,9))\n",
"fig.patch.set_facecolor('#DADADA') # Changing background color of donut chart\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='#DADADA') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Explode Slice in Donut Chart"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , explode=[0,0 , 0.0 , 0.1])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , explode=[0,0 , 0.1 , 0.1])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , explode=[0.03,0.03 , 0.03 , 0.03])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Displaying percentage and actual values in Donut Chart"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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GwokR9OVhWbbpaFkr6cRJOHHAZdn691nY+CYrm+cQT3aZjpbTpqzYiT4fzt2+Tx61F1x0G/jTu9BVtp8KQRapaVvM9I9/RMKJmo4iX9K/cCxjKg9ldPlBn5/zrpvhUsN1HWLJLvx2kNr2JXxa/xoLG96gM95sOlrucOHby8dQOfujHXuc3Q+Gb98ImhLLCioEWaIt2sCf5n6fjth601Fkg5CvgJ2rJrDPgJPJCxTht4M5vRAwU8WT3ViWzarmuXyw9q+savkITStsP8u1OG/JaMo/2sEy8Jn9j4UzftA7jyUppUKQBWLJbqZ/dC11HUtNRxGgb2QM4/qfyMjyA3BxCPo0T5oJXNchnuwmluziw3XPMq/233QlWk3HyiqWa3HBopGUzJvXuw88/nQ44aLefUzpdSoEGc51HZ799DaWrJ9pOoqnBXx57Fx5OPsMOIWCYCl+K6idARnss1GD5U0f8uHav7Km9RPTkTKez7U5f8Fwiuen6L/VqZfDwSem5rGlV6gQZLjXlv+e99c+bTqGZ1UVjGBc/xMYXXGIRgOykOM6JJwo3fF2Plj3Vz6pfZlost10rIzjd31cMH8ohQvmp+5JbB9cdDuMGZe655AdokKQwT6ueYkXl/zSdAzP8dtBdqo8nH0HnEJRqBLbCuDTaEDW+2zUYOn6d3l/zV+paV9oOlJGCLg+Lpg3mMiiBal/srwIXPWATjPMUCoEGWp1y8c8Oe8GbS9MI9vys1ufiRw85Fx8tl+jATnKcZIk3Ti17UuZsfxhatuXmI5kTMgNcMHc/uQvXZS+J60cCFfdD/mF6XtO2SoqBBmoqWsdj829mu5Em+konmBhM7bqcA4bej4BO0zQryLgBY7rkHRirGn9hFeX/5bGzlWmI6VV2AlywZy+5C1fnP4nH703XHQH+DTylklUCDJMd6KNx+dew/quNaajeIDF6PKDOHzYfxH2F6oIeFTPiEGC5U0f8NqK39PSXWM6UsrlO2HOn1VBeKXBnUsHn9iz0FAyhgpBBnHcJE/Nu5FVLdt5MphstWGl+zB++EVEAmUqAgJA0knguEkWNbzBGyv/SHus0XSklIg4eXzng1JCq5ebjgKTr4RvfNN0CtlAhSCDvLT4V3xU+6LpGDltYNGuTBh+MSV5/bRGQL5W0onjuA7zav/NO6sfpzPeYjpSrylM5vGd94sJrl1pOkoP2weX3NlzzLEYp0KQIT5Y+1deXf5b0zFyVt/IKMYPv5jKgmEEfWHTcSQLJJIxXBxmVz/Pu6ufzPrtiiXJCN9+N59A9WrTUTZWUAzXPAQlFaaTeJ4KQQZY2TyHp+bdiItjOkrOyfMXMXHk5Qwt3RufHcTWBUOyjeLJKC5JXln2CPNqXzIdZ7uUJgv59sww/poMXZs0fDf47j2688AwFQLDuuJt/GH2d3N2vtKkMRWHMnHk9/DZQfy6blh2UCzZRX3HCv6x8G5aorWm42y1ikQR57wTwF+3znSUzTvyLDj+fNMpPE2FwLBnP72NxY1vm46RUyLBco4dfTX9CsdonYD0qqSTxHHjvLlyGrPWPZfxo3p9EiWc9ZaFryELdk5YVs9WxJ32MZ3Es1QIDPq45kVeXPIr0zFyyu59juHw4f+Fz/Lj06iApEgs2UVzdw0vLLiLxq4Mm5PfoH+ijG+9kcS3vs50lK0XKYFrfgPFWk9gggqBIU1da/nj7CuIO92mo+SE4nBfJo25lvL8wRoVkLToOdgozvtrn2Lm6idw3KTpSJ8bGC/n9Ndj2M0NpqNsuxG7w2V3az2BASoEBjhuksfnXkNNexqPC81RFjbjBpzENwafjc8K6AZCSbtYspuO2HqeX3AXtR3mj0EeEq/k1Nc6sVvWm46y/SaeA8eeZzqF56gQGPDmyj8yc/UTpmNkvYr8IUwa8yOKwlUaFRCjXNch4cSZW/NP3lz5BxJOzEiOYbE+nPxqK3Zbs5Hn7zWW3XM+wei9TSfxFBWCNFvTMo8nPr4u4xcjZTILm4MGn8U+A07BZwe0lVAyRjzZTXeinecW3EF1WxpuD/yCkdF+nPhqE1Z7jhykVFgGP/otFBSZTuIZKgRpFE108IfZ36M1mkWLfDJM2B/hpLE3URUZoQOGJGPFk1FeXf5b5tb8Iy3Pt1N3f46f0YDVmWMXou09Hqb8t+kUnqEfrdLo30sfVBnYARX5Qzlv76n0LRylMiAZLeALcdiwCzhu9A/wWf6UPtcu3QM5/pX63CsDALNmwEdvmk7hGSoEaTK/bgYL6l8zHSNrjak4hLP3+DkFgRL8dtB0HJEtCvrCjCo/iHP2/CWRYHlKnmP3rsEc83I1Vld2H6u8WU/9EjpyZBokw6kQpEFLdy0vL51qOkZWsrAZP+xCjhl1FQFfGEvrBSSLBHxhyvIGct7ev2ZA0S69+th7dQ7lqJfXYHV39urjZpy2Jnj6AdMpPEHfXVPMcZP8Y9HPiSY7TEfJOmF/IWfsfhe79T2GgKYIJEv5bD9hf4TJu9zCXv0m9cpj7tMxlAn/WYEV7eqVx8t4s2fAR2+YTpHzVAhS7L01T7G29RPTMbJOZcEwvrP3VPpERmq9gOSEgC/EIUO/w/Gjf4jP2v5TNPdvH85h/1mOFY/2Yros8OQvIVd2UGQoFYIUaumuZebq6aZjZJ2dKg7jrN3vIT9QvEPrBRobGznssMNYunQpn376KWeddRZTpkzhggsuoKHhqye4nXTSSUyZMoUpU6Zw3XXXAfDkk09y+umnc/PNN3/+cT/4wQ9ob8/hOVtJmaAvzMjyA5iy5y8pDG778bzfaBvBwS8vwUqYOefAqPZmeOZ+0ylymgpBCr26/BFjB5RkIwubCcMv5uhRV+zweoF4PM5NN91EONwzunDbbbdx4403Mm3aNI466igeeeSRjT4+Gu35aWvatGlMmzaNO+64A4Bnn32W6dOnU1tbS0tLC6+++irjxo0jEolsdzbxtoAvTGneAL6994MM3IZ1BYe2jOKAlxdhJeIpTJfhZr8Kc183nSJnqRCkyIqm2SxufMd0jKzht0Ocvtvt7NZnYq+sF7jrrrs444wzqKqqAuDee+9l7NixACSTSUKh0EYfv2DBArq6ujj//PM599xzmTNnDgDhcJhoNEoikcC2bZ5++mlOP/30Hc4n3vbZuoJTd7mFnauO2OLHT2gezb6vfIqVTKQhXYb766/BK2sn0kyFIAWSToJXlv3GdIysEfTlc8Zud9E3MrpXysAzzzxDWVkZhxxyyOe/91kxmDVrFn/6058477zzNvqccDjMBRdcwO9+9zt++tOfcs0115BIJLjkkku4+uqrmThxIs899xynnnoqv/3tb/nJT37CsmXLdjireFvAF+KoEZexV79vbvJjjmoaw14zPsFyMufyJKNaGuClP5lOkZNUCFJg1rrnWN+1xnSMrJDnL+LsPe6lIn8IAV9oy5+wFZ5++mnefvttpkyZwqeffsqPfvQj6uvr+cc//sFPfvITHn74YcrKyjb6nGHDhnHCCSdgWRbDhg2jpKSE+vp69tlnH6ZOncqxxx7Lhx9+yODBg6mrq+PKK6/kwQcf7JW84m0BX5hDh57HAQPP+Mr7jmncid1nzMNydNT5Rl57Bur0Pba3pfYILQ/qiK3nndWPm46RFSLBcs7c/W4iwTJ89vavuv6yxx577PN/nzJlCjfffDNvv/02TzzxBNOmTaOkpOQrn/PUU0+xaNEibr75Zmpra2lvb6eysvLz9z/00ENceOGFdHd3Y9s2lmXR2Znj+78lbQK+MPsNOo1wIMKry38LwKSGnRjz+kdYOl3+q5Jx+OsDcPGdppPkFBWCXvba8keJJTW/tSXFob6cucfd5PmL8Nmp/WvoOA633XYb/fr14/LLLwdg33335YorruDaa6/lqquuYvLkyVx33XWceeaZWJbF7bffjt/fk2vNmjW0trYyduxYHMehurqaiy66iKuuuiqlucVbgr4wu/c9hpC/gPBb/2bUG7NNR8psCz6Aj9+C3b5hOknO0OVGvWht63z+/NG1gP6Tbk5xuC9n73EvYV8E2/aZjiOSUZxEFHvum/DYnaBvz5tX1hd+9DsI9s50o9dpDUEvcV2Hl5f+BpWBzSsOqQyIbI7tD8GuB8FZ14JlmY6T2dbXwMs666W3qBD0ko9qXqSuY6npGBmtONSHs/f4ucqAyJaE8mC3g+HMH6oUbMmMJ6Cx2nSKnKBC0Au64m28ufKPpmNktKJQVc/IgL9QZUBka4TyYPdD4IxrVAo2Jx6DZ7XNuzeoEPSCt1ZNoyvRajpGxioKVaoMiGyPUB7scSh862rTSTLbx2/BivmmU2Q9FYIdVNe+jLnV/zQdI2MFffl8a7e7CPuLVAZEtkcoD/Y8HI75tukkme2F35tOkPVUCHbQK8t+g4sODfk6FjYn7/wTCgKl+FQGRLZfKA/GnwZ7HmY6SeZaMgcWfmg6RVZTIdgBK5pmsUZXG2/SkSMuo29kJH7f9t9YKCIbBMM9iwwHjTGdJHP9Q6MEO0KFYAfMXP2E6QgZa8++k9i5anyv3E0gIhsEw3DJnVBSueWP9aJVC+GjN02nyFoqBNtpTcsnrGmdZzpGRhpSsieHDTtfZUAkFUJ5cOndPeVAvuofj4LuftguKgTbaeYajQ58nbK8QZw49oZeu6hIRL7E54fSSvjOzdqO+HVqV8KH/zGdIiupEGyHmvbFrGjS4pUvy/MXcfput+O3VQZEUioQgmG7wAkXm06Smf71R0jETafIOioE2+FdrR34Ctvyc+ouP+s5a8DSXyuRlAvlwUGTYL+jTSfJPOtrYOY/TKfIOvrOvY0aOlayuHGm6RgZ59hR36c8fxD+XrzGWES2IBiGUy+H4buZTpJ5ZjwJTtJ0iqyiQrCN3l3zF3SB0cb2H3gaI8r31yJCEROCYfivW6G8n+kkmWV9Dcx53XSKrKJCsA2au6pZUK+/YF80tGRvDhh0BkFfnukoIt4VCvfsPAjozI+NzPiL6QRZRYVgG7y75kmdSvgFYX+E48dcq5EBEdNsHxSWwAmXmE6SWdYshkWzUv40ixcv5qKLLmLKlCmceuqp/OpXv8J1Nx5J/v73v08sFmPdunW88sorANx2222sW7dum55rwoQJRKPRXsv+RSoEW6kt2sD8updNx8goR4+6koB2FIhkhmAY9psII/cwnSSzvJLaReCtra1cffXVXH/99UybNo2//OUvLFq0iOnTp2/0cffddx/BYJCZM2cya1ZPSfnv//5v+vfvn9J820KFYCu9v+Zpkm7CdIyMMbr8YIaU7K1jiUUySTAM594AoXzTSTLHwg9h7dKUPfzLL7/M/vvvz9ChQwHw+XzcddddDBo0iNNOO42zzjqLv/3tb0yYMIHOzk4efvhhnn/+eV5++WWmTJnC0qVLaWxs5MILL+SMM87gW9/6FitWrKCmpoZLLrmE73znO5x88sn85z+pP1tBhWArdMSa+aj2RdMxMkZ+oJSjR11JUFMFIpknlA+nXWk6RWZJ4VqCuro6Bg0atNHvFRQUEAgEiEajPP7445x00klAT1m46KKLmDRpEkccccTnHz916lQmTJjA9OnTueqqq/joo49YtmwZ3/nOd3j00Ue58cYbeeyxx1L2NXzGn/JnyAEfrvsrCSc1czbZ6Pgx12h7oUimCoZg12/ALgfAJ9oiDcDsV+H486G0T68/dP/+/Zk/f/5Gv7d69Wref/99hg0btlWPsXz5ciZPngzAgQceCPSsS5g6dSpPPfUUlmWRSKR+hFojBFsQTXQwp/oF0zEyxq59JtKvcAw+FQKRzBUKw1k/goIi00kyg5OEV59OyUOPHz+eN954g1WrVgEQj8e58847KS0txba/+hJr2zbOl+5aGDFiBB9//DEA77//PnfffTe//OUvOfHEE7n77rvZf//9v7JIMRU0QrAF8+tnEEt2mY6REYpCVUwYfpG2GIpkg0AIzrwWfnuD6SSZ4b1/wXHf6TnhsRdFIhHuvPNObrjhBlzXpaOjg/HjxzNixAg++OCDr3z86NGjmTp1Krvsssvnv3fJJZdw/fXX89xzzwFw++23M3fuXG677TYeeugh+vXrR1NTU6/m/jqWm47akcX+MPt71HcsNx0jA1g4D8JiAAAgAElEQVScs8e9VBYMx2erR4pkhWgX/OU+mPWK6SSZ4fTvw4HHm06RsTRlsBnVbYtUBjYY1/8kyvIHqQyIZJNQHpx2FRSXm06SGd5+3nSCjKZCsBkf1fzLdISMUJY3kIOHTNFUgUg28gdgyn+bTpEZ1iyGVQtMp8hYKgSbEEt2saBBxxSDxQk7Xa9FhCLZyh+AgaPggONMJ8kMGiXYJBWCTVhQ/xpxLSZkbOXhFIWrdKWxSDYL5cEJF/X6grqsNPtV6O40nSIj6bv8JszVdAE+K8D44RdqqkAkF/j8cMSZplOYF+uGOa+aTpGRVAi+Rn3HCmrbF5uOYdy4ASfh110FIrkhGIbDToGiMtNJzJv5T9MJMpIKwdf4RJcYEfYXcsCgb+l4YpFcYtsw6b9MpzBv5adQu9J0ioyjQvAlruuwoP410zGMO2jw2Vj66yGSW/xB2OMw6DPYdBLz3tW08JfpO/6XrGyeS3us0XQMo4pDfditz0QCPk0XiOQcnx9Oudx0CvPmvAY6l28jKgRfMr9OJ3odPuy/sC2f6Rgikgo+HwwZCyN2N53ErKa6nqkD+ZwKwRfEkt0sbnzbdAyj+kRGMrR0nE4kFMlloTBM1hXJzH7VdIKMokLwBYsb3ybudJuOYdSRI76rQ4hEvKC0CvY83HQKsz56Q9MGX6BC8AVeny4YVroP5fmDdAiRiBeE8uDky8Dn4R8Amuth+SemU2QMfeffoDvRzqrmuaZjGGNhc+SIy3QIkYiXhPLg4G+aTmHWHO0q+4wKwQYrmmbj4piOYczYqsPJCxSZjiEi6RTKg2O+3XNokVd99LqmDTZQIdhgedMHpiMYdeCgMzQ6IOJFlgXjjjCdwpyWRlg2z3SKjKBCALiuy4qmD03HMKZ/4VgKgjrOVMSTQvm640B3GwAqBADUdyyjI95kOoYx+w2crDsLRLysoAhG7GE6hTnzvL3d/DMqBMByD48OFATLGFqyt3YWiHhZMAxHnGE6hTnN9VC9wnQK4/QqgLfXD+zV93hctKBGxNNsG0buDiVVppOYs9C7rwOf8XwhiCY6WNe2wHQMI2zLz579v6k7C0QEsODQk02HMGfB+6YTGOf5QrCieTaOmzQdw4gxFQdjYZmOISKZIBCEA4/v+acXLfsYYlHTKYzyfCHw8nTB/gNPI+TPNx1DRDKJV48zjsdg2UemUxjl+UKwommW6QhG9ImMpDjc13QMEckk4Xw40sNbEBd49wdE8HghqGtfRnus0XQMI/YbOBmf5eEzzEXk6xVXwNCdTacwQ4XAu7w6XZAfKGZE2f7Yts90FBHJNIEQTPDoFsTalT1bED3K44XAm9MFu/c9Fldnd4vI17Ft2GkcFHn09FIPjxJ4thBEE52sa5tvOoYRu/WZqK2GIhlu7ty5TJkyBYAlS5Zw5plncsYZZ3DzzTeTTG68MyqZTHLddddxxhlncPbZZ7Nq1SoAXn/9dSZPnswVV1yB4/Rc3vazn/2MNWvWbP7JXRd2P6T3v6hssGSO6QTGeLYQrGqe48nthsXhvuQHSkzHEJHNeOSRR7jhhhuIRnu2wd17771cffXVTJ8+ne7ubl555ZWNPn7GjBkATJ8+nSuuuII77rgDgMcff5zf//73VFVVsWDBAhYuXEgkEmHgwIGbDxAMwz5H9v4Xlg1Wfmo6gTGeLQRr27z5hz6y7EDTEURkCwYPHsz999//+a/vv/9+9t13X2KxGPX19ZSXl2/08UceeSS33HILAOvWraOiogKAgoICurq66OrqIi8vj4cffpgLL7xw60IMGAl5kd75grJJwzpobzadwgjPFoK69qWmIxixS9UETReIZLijjz4av9//+a99Ph9r165l0qRJNDU1MWzYsK98jt/v50c/+hG33HILRx99NACXXXYZt956KwMHDmTVqlXsvffePP/889x0003Mnj178yEScRi7X69+XVljhTd/YPRuIejwXiHIDxRTlr+FoUIRyUgDBgzgpZde4swzz+TOO+/82o+56667ePHFF7nxxhvp7OxkxIgR3H///Vx00UU89dRTTJo0iTfffJObbrqJX//615t/wnC+h6cNvLm+zJOFoKW7lu5Eu+kYaTe8bD8cJ2E6hohso0suuYQVK1YAPdMAtr3xt+6//e1vPPTQQwDk5eVhWRY+3/9vK37iiSc4+eSeewocx8GyLLq6urb8xCP3BL8Hzyvx6AiBf8sfkntq25eYjmDEzpUTCOqoYpGsc9FFF/HjH/+YQCBAXl4et956KwDXXnstV111FRMnTuS6667j7LPPJpFIcP311xMK9UwNtre389577/GLX/wCgMrKSs4880zOOuusLT9xIg6j94b576bsa8tIqxeCkwSPndViuR7ckP7myj8yc/UTpmOkVcAO890D/ozf9ujFJSKy7RwHZr0Cj339FEVOu+YhGDDCdIq08uSUQa0HFxQOLd2bpBM3HUNEsoltw64HguXBl4oV3ltH4ME/ZW/uMNip8jBC/gLTMUQk61gwdKzpEOmnQpD72mPr6Yg3mY6RVrblY3jpPqZjiEg2CoRgj0NNp0i/td5ba+a5QuDFBYUDinbx5KmMItILfD7Ya7zpFOlXt6ZnYaGHeK4Q1LUvMx0h7UZXHEzADpuOISLZKpQPfQabTpFeyXjPqYUe4r1C0OG9EYIhxXvoqmMR2QEuDN3ZdIj0q1lpOkFaea4QeG2HgW35KQ73MR1DRLJZKA+G72Y6RfrVrDCdIK08VQi64m20RutMx0iryvyhJJyY6Rgiku2G7WI6QfrVaoQgZ3nx/oK+haOwLU0XiMgOKusLPo8dY1yzynSCtPJWIfDYdAHAwKJdCfi0oFBEdlAsCv2Hm06RXvWrPbXTwFOFoLm7xnSEtOtftJPpCCKSC3w+GDzGdIr0isegsdp0irTxVCFoizaYjpBWfjtEJFhhOoaI5IJgGEbsbjpF+nlop4GnCkF7rNF0hLSqKhhOwomajiEiuWKIB48wblhrOkHaqBDksJ4FhZ684VpEUqG4vGekwEuavTOy7JlCkHTidMZbTMdIq0FFuxHwhUzHEJFcEYvCgJGmU6RXs3e2qnumELTH1gOu6Rhp1bfQYwuARCS1/H7vLSzUCEHu8dqCwqAvj/xAsekYIpJLAiEYuYfpFOnVUm86Qdp4phB4bf1An8hI4k636RgikmsGeWyEoLUJkt44i0CFIEeVhPvh04JCEelthSVgWaZTpI/rQKs3Rpg9Uwi8NmUQCVbgs4OmY4hIrkkmoMBj05FN3pg28Ewh8OIIgW155o9XRNIlkYBijx145pF1BJ55xfBaISgKV5mOICI5ye05j8BLmlUIcor3pgzKTEcQkVxk+703QtDWZDpBWniiELiuu+EcAu/QlkMRSYlA0HsjBF0dphOkhScKQWe8GcdNmI6RNhY2AV+e6RgikotsG8r7m06RXt0qBDnDa+sHCoKlJJ2Y6RgikqtK+5hOkF4qBLkjmvDGH+ZnIsEykq43DtIQEQO8NmXQ3Wk6QVp4ohAk3bjpCGkVCZbjoWNDRCTdvHYOgdYQ5A7H8dZPy5Fgua49FpHUCeWB7TOdIn00ZZA7kh5aUAg9hcBvB0zHEJFclYhBYanpFOmjKYPc4aUdBgAlef2wdEqhiKRKMuGtdQSxLnAc0ylSzhOvGl5bYFegQ4lEJNUiJaYTpI/rQjT3Rwk8UQgcx1uLCn221g+ISIr5PPZ9Jpr718l7ohB4bYTAxkOLfUQk/SzLe4XA1ZRBTvDaGgJbIwQiklKWt3YZAOCaDpBynigEScdjhUALCkUklSy8Vwhyvw94oxB4boRAUwYiklIW+Lz2fSb3G4EnCoHXziGwLa/9jyoiaWV5cMrAVSHICV4bIcDSwcUikmJem5pUIcgNXltD4HpgNayIGOS6PYcTSU7xRCHw2giB47FtliKSZq4LHrsjRiMEOcJr5xCoEIhIynmtEGhRYW7w2oy6CoGIpJYLSX2fyTWeKAQhf8R0hLTy2hSJiKSZi/dGCPxB0wlSzhuFwFdgOkJaaYRARFLKsiAvH/Ij3jnCOBg2nSDlPPEnGfZ7qxB0x9tNRxCRXOaLwZAXIPJaz6/dIFiF4BYCheDkg5sPbhicMDhBSAYg6YekDxLWhjcX4s6GtwTEYhveuiGRYZfShVQIcoLXpgxaojWmI4hILrN80L32C7+OAY1gNfb8ujfOLHL9QBHwWckoAPLAyQMntKFkBMHxQ2JDyUhaEHc3FI3kxiUjGoVEbPuy2LYnpgw8UQjCHisErdE6Ek4cvx0wHUVEcpEdhu7q1D6HlQDWb3jj/0vGDpUNH7hfKBluwYbRjC+MZDiBntGMhK+nYCQswBvfSz1RCLw2QtAeXU9ShUBEUsVNQLLDdIrtkASrCWjq+aXF1q2kCw8AHkxdrAzhjUWFHltD0B5rxEWnFYpIisQaTSdIr0CJ6QRp4YlC4LVFhe2x9brgSERSx2vrlPwqBDmjZ9uhd44n6og14rdzfwGMiBjSvdp0gvTSCEHusCybkC/fdIy0iTtRz13oJCJp1LHUdIL0UiHILV5bR9CdaDMdQURyUbLbeyME/mLTCdLCM4XAa1sPO2JNpiOISC5yotC9znSK9AqWmU6QFp4pBF4bIWiL1puOICI5yfVeIQgPMp0gLTxTCLw2QtCc6kNDRMSbLL/3CkH+UNMJ0sIzhSDk81YhaI3Wk0hu5zGdIiKb4suDqMd+4MgbYjpBWnimEOQFikxHSKu2WANJN8MuBxGR7Jfs6FlH4CV5g00nSAvPFIKSvH6mI6RVXfsSHU4kIr2vdZ7pBOkVrOoZFfEAzxSC0vAA0xHSqjVaj4trOoaI5BInAY2vmU6RXh5ZPwAeKgRl+QNNR0i7+vblpiOISC5JdkDzTNMp0ssj6wfAQ4UgEiwj6JFhn8+sbv0Yx02ajiEiucIOQssHplOklwpBbirN89a0wbq2BcST3aZjiEiu8OKhRCoEuclrhaC2bTE+O2A6hojkipbZphOkn9YQ5CavLSzsiDeRSHpse5CIpIYTh8YZplOkn0YIclNZvrcKAUCt124lE5HUSHZA83umU6SfCkFu8tqUAcDq5o9JOjqgSER2kC8Pmj22oDBQAh461M5ThaDMY1MGANXtC4l77VQxEel98RaIN5pOkV4FO5lOkFaeKgRBfz4FHrnG8jO17Uvw2yHTMUQk27XMMp0g/Yr3Np0grTxVCADKPDZt0J1oI5poNx1DRLJZMgqNr5hOkX4qBLnNi+sIatoXm44gItnM6Ybm902nSD8VgtxWlue9I4wXNrxBNNFpOoaIZCs7AOvfMp0ivewgFO5qOkVaea4QeHGEYNn693VAkYhsv/r/gNeuUy/ctacIeYjnCkF53iDTEdKuO9FGQ+dK0zFEJBvFW2Hd46ZTpF+Rt6YLwIOFoCSvH/mBEtMx0m5+3cvEdWqhiGwrOwR1/zSdIv08tn4APFgIAAYU7Ww6QtotafTYlaUi0jtaPoREq+kU6adC4A0Di3YxHSHtWqN1dMTWm44hItkk0QFr/mg6RfpZfijaw3SKtPNkIRhQ7L1CADC/fgYJHWMsIlvL8kHtc6ZTpF9kJ/CFTadIO08WgqqC4QR9eaZjpN3ixrdx3ITpGCKSLTqXQbTadIr08+B0AXi0ENiWj/6FY03HSKt8fwFDCiPYJE1HEZFskOyGtX8yncIMD+4wAPCbDmDKwOJdWNGc22dzl4ZL2alsCGWhJE5yNbCCls63KI0ciW35TMcTkUzmJqH6GdMpzCjZ13QCIzxbCAYU5eYJVP0ifRlV0p+iQCfJ5DpgKc4XBgVaO2dSUnAIWPnGMopIFog3QcdC0ynSz18EJfuZTmGEZwtBv8Ix+KwAyRw4fWtY8VCGFZeT72smmawDFpPcxMxAZ3QhYKUznohkGycO66abTmFG+eFge/Ol0ZtfNeC3A/QtHM3a1k9MR9lmPsvH6NIRDCosJGjVk3QagcZNloCNObR1fUhx/oFYmjYQka/jRKH6L6ZTmFE50XQCYzxbCKDnPIJsKQRBO8TY8pH0Lwhhu+tw3Gpwq0m62/5YjW3/oChvHxUCEfl63dXevN0QoOIo0wmM8XQhGJDhBxRFAoWMLR9OZZ4FzmpcdxU44Ozg43bHlhFL1BMOeu9eBxHZgngbLLnddAoz8gZDZLTpFMZ4vBDsjIWNu8Mvsb2nPK+CncoGURqMk0yuAZbhpmCnYEPr3+hX9l/4bO+dxyAim2G53l0/4OHRAfB4IQj586ksGEZdx1KjOQZE+jOypB+FgQ6SybXAkq1cD7D9Wjtn0q/sgtQ+iYhkl2Q3rHwYnG7TScyoVCHwtIFFuxgoBBYjSoYxtKiUPF8TyWQ90JbyEvBFLknWt71IeeHx2HYwfU8sIhnMhRX3mw5hiAUVR5gOYZQKQfGuzKpO/VndPsvPTmUjGFAYIUgtSaceqE9rCfiy9e0vUV50vLkAIpI5XAcaX4euVaaTmFG8FwQrTKcwyvOFYGjp3vjtIAkn1uuPHfKF2bl8BH3zgxt2BqwDh4w5PDiRbKK962MK8/bCsjx5irWIfCbZAUvvNJ3CHI+vHwAVAoK+PAYX78mypvd65fGKgj07AyrCLm5yDS69szMgVRpan6UgvAs+y3s3e4nIF8QaoPFV0ynM8fD5A5/xfCEAGFV+4A4Vgsq8CsaUDaYkGP18Z4CTKcMAW9AVW0Qi2YTP7mc6ioiYkmiDJR4eHbDzoPQbplMYp0IAjCjfH2vJtm0/HFQ4kBElfYj420gmq9ncccGZrqH1b/QtPU9bEEU8y/buzYbQc1yxL2Q6hXEqBEB+oJgBRbuwpvXjTX6Mhc3I0mEMKSwhbK8n6TQALVlbAr6opfNt+paeZzqGiJjgRGHNo5DsNJ3EnP6nm06QEVQINhhVfuBXCoHf8rNT+UgGRArwU4Pj1AF1JDN1QcB2ct04Te0vUxaZqC2IIl7jOrDsPtMpzLFD0Pdk0ykyggrBBiPLD2TG8ofJ8+cztnwEffP9WM4aHHdtRi8K7C0NrX+nLHKk6Rgikk5ODGqfh85lppOYU3UcBIpNp8gIKgQbFIerOHHkkcRjH+KyAjcJ23FvUNZKOi00tD5PedE38dmaSxPxBDcBn15jOoVZ/c8ynSBjaPP5F5Tmj8AlYTqGMQ1tfwfipmOISDokO3uOKfbqQUQA/kLoM8l0ioyhQvAFRfkHApbpGMa4bpTapj+T9Oo55iJe4iZh0c2mU5jV5yTw6QyWz2jK4AuC/krygiPpii02HcWYpo4ZVBSfhM/W/yQivWHu3Lncc889TJs2je9///s0NDQAsHbtWvbYYw/uu+//F/Q9/PDDvPHGGwC0trbS0NDAW2+9xQMPPMAbb7zB+PHjueSSS0gkElx99dXcd999+Hy+bQ+VaO8pA4mW3vgSs9eAM00nyCiW67pemirfosbWf1DT/EfTMYyKhPdmYMUVKgUiO+iRRx7hueeeIy8vj7/85S+f/35LSwvnnnsujzzyCFVVVV/7uRdffDHnnHMOhxxyCGeddRaPP/44Z599No899hiPPfYYAwcO5LDDDtu+YNFaeHlwz6JCrwpWwJHVYOvn4s9oyuBLigoOArajceeQ9u5ZxOJrcd1c31shklqDBw/m/vu/envg/fffzznnnLPJMvDSSy9RVFTEIYccAoDf7ycWi2HbNm1tbcyaNWv7y0CiDT65yttlAKDfZJWBL1Eh+JKAr4TCvL1MxzCuuun3uK4WGIrsiKOPPhq/f+MXncbGRt555x1OOeWUTX7eQw89xPe+973Pfz1lyhSuuOIKzjvvPB5++GEuuOAC7r77bn72s599PgWx1brWwLontu1zclF/TRd8mQrB1yiNTDAdwbiu2FLauz/Gcby760IkFf71r38xadKkTc79L1myhKKiIoYMGfL57x111FH85je/YfTo0bS3t9PY2EhZWRknn3wy06ZN2/onT3TAvMvw1qbqrxEeCGWHmE6RcVQIvkYkvCd+X5npGMbVNP2R3D+SSSS93nnnHQ499NBNvv/tt9/e5PunTp3KpZdeSnd3Nz6fD8uy6Ojo2LondpLQ/J63bzT8TP9vgeXdHWWbokLwNSzLprTgcNMxjIsn62jqmIHj9blGkV60fPlyBg0atNHvnX/++cRisU2+H2D27Nn079+fqqoqDjroIF555RVuueUWJk+evHVP7EZh3ve2/HFeMHCK6QQZSbsMNiGWqGfxuivw+tCaz44wqv8D2nEgks2S3VD9JMw513QS88oOgYNeN50iI2mEYBOC/koKwruajmFc0mmnuun3ODqsSCR7JTvhkytNp8gMQy83nSBjqRBsRmnkCNMRMkJLx+t0RhfiaNeBSPZJdMDssyHeZDqJeeFButlwM1QINqMwbx98dpHpGBlhTeODuK7WEohklUQnVD8F9f8ynSQzDL1UZw9shgrBZtiWn5ICbU0BSDqtrG38jaYORLJJogXmfdd0isxgh2HwRaZTZDQVgi0oKzwa/Wfq0db1Pm1ds7XrQCQbJDph1umQ3MptibluwFkQLDedIqPplW4Lgv4qivL3Nx0jY6xb/wiOq1ECkYyW6IDVj8D6N00nyRzDrjCdIOOpEGyFiqJvmo6QMRy3kzUNv8JxoqajiMjXcR2I1cGnPzKdJHOUHQJFe5hOkfFUCLZCXnA4+aGdTcfIGB3RebR0vqlSIJKJnG744FTQ/5//b6hGB7aGCsFWqiiaZDpCRqlu+iNJR3OTIhkl0Q5L74bW2aaTZI7wIOinrYZbQ4VgK0XCexEKDDQdI2O4bpTVDfdqlEAkUzhJ6FoJi28xnSSzDL0MLG9fab+1VAi2kmVZlBcebzpGRumKLWF9+0skVQpEzHOjPVMFbtJ0ksxh58HgC02nyBoqBNuguOAQ/L5S0zEySm3zdKLxVTrFUMSkRAd8dAl0LDSdJLMMuVhbDbeBCsE2sC0/ZZGjTcfIMElW1d9JMtmK6+qqZJG0S7TDil/D2mmmk2QWXwGMvM50iqyiQrCNygon4rMLTMfIKEmngxV1t+K4mjoQSatkJzS+Dgu0xfArhl4OoSrTKbKKCsE28tn5lBeeYDpGxoklqlldf48WGYqkixOHzpXw4WS8fk37V/iLYcS1plNkHRWC7VBeeAx+u9h0jIzTEf2EmqZpKgUi6ZBohXePBKfLdJLMM/z7ENR6r22lQrAdbDtERfFJpmNkpKaO/9DU8SpJXYIkkjqJDph5FHSvM50k8wTKYNj3TafISioE26k0chQBX4XpGBmppul/6Yot1SVIIqmQ6IA5U3T40KaM+CEEdG399lAh2E625aey+BTTMTKUy+r6e0gkm3C0J1qk9yTaYemdUPNX00kyU6iPLjHaASoEO6Ck4DCC/r6mY2Qkx+1iRd2tuLoZUaR3JDqg7gVYfKvpJJlrxI/Bl286RdZSIdgBluWjqvg00zEyVjxZz8q6O7XIUGRHOdGeQ4fmnGs6SeYKD4Qhl5pOkdVUCHZQUf5BhAKDTcfIWF2xxaxd/xuVApHt5cQhWgfvHg1al7Npo/4bfCHTKbKaCsEOsiyLPiVnmY6R0Vo732Fd0+9UCkS2lROHaC28uT/EGkynyVz5w2DQBaZTZD0Vgl5QmLcnhXnjTMfIaC0dr7Ou6fcqBSJby4lDrA7e2h+i1abTZLad7gI7YDpF1lMh6CV9S6Zgob+Qm9PS8RrVTY+qFIhsiROHWH3PyIDOGti8yonQX2u5eoMKQS8JBvpSXjTJdIyM19zxKtVN/6tSILIpTqJneuDN/aF7rek0mc0OwS4PmE6RM1QIelFl0UkEfLpqc0uaO2aoFIh8HScGsQ1rBrrXmE6T+UZcC5FRplPkDBWCXmTbIfqUnGM6RlZo7pih3QciX5SMQtdqeGMcdK82nSbz5Q+HkdebTpFTVAh6WXHBgRSEdjEdIyu0dr7D6oZfqBSIJLugYzG8uW/PrgLZsl3uB1/YdIqcokKQAn1Lz0P/abdOe/dsVtbfhaPLkMSrkp3QOhfeOhDiTabTZIc+J0Gf40ynyDl61UqBcHAQZZGJpmNkjc7ofFbU3ULS6cR1HdNxRNIn0QFN78A74yHZbjpNdvAVwK6/NJ0iJ6kQpEhVyelaYLgNumJLWVZzQ8+FSDqNTbwg0QHrHod3jwGNkG29UTdCnk6HTQXLdV3XdIhc1dY1h1X1d5qOkVVsK49BFT8gPzQS207v/GA8Huf6669n7dq1xGIxLr30Uvbcc09uuOEGWltbSSaT/M///A+DB2/8zeikk06isLAQgIEDB3LHHXfw5JNP8uSTT7Lzzjtz8803A/CDH/yAn/70p0QikbR+XZKBEh0w7wpY83vTSbJLZCwcOleHEKWI33SAXFaYtyclBYfR3PGa6ShZw3G7WFl/G1XFp1NeeBy2nb6zyZ977jlKSkq4++67aWpq4uSTT+aAAw7gm9/8JscddxwzZ85k2bJlGxWCaLRnQeS0adM2eqxnn32W6dOn893vfpeWlhZmz57NuHHjVAa8zolBohXeOw6a3zedJvvs+muVgRTSlEGK9S09F7+v1HSMLONS1/IEaxp/RdLpTtu6gmOOOYYrr7zy81/7fD5mzZpFbW0t5513Hn//+9/Zb7/9NvqcBQsW0NXVxfnnn8+5557LnDlzAAiHw0SjURKJBLZt8/TTT3P66aen5euQDJXogNaP4NVdVAa2x4BzoOJw0ylymqYM0qCt60NW1d9tOkZWCvr7M6Tqevx2EbYdTMtztre3c+mll3L66afz4x//mJ/97GeceuqpPPDAAySTyY1Kw8KFC5k7dy6nnXYaK1as4MILL+Rf//oXc+bM4Xe/+x0TJkwgFosxYMAAFixYQHV1Nd/+9rcZPnx4Wr4WyRCJDlj7J5j3PXATptNkn1B/OOxjCJaZTpLTNEKQBoV54yjOP8R0jKwUS6xjafUP6YwuIFTPAZAAABexSURBVJmGhVfV1dWce+65nHjiiXzzm9+kpKSECRMmADBhwgTmzZu30ccPGzaME044AcuyGDZsGCUlJdTX17PPPvswdepUjj32WD788EMGDx5MXV0dV155JQ8++GDKvw7JIIlOmPdd+PgSlYHttcfvVAbSQIUgTfqVfVtTB9upZ13BHTS2vZDSQ4waGho4//zz+eEPf8jkyZMBGDduHK+91rMG5P3332fkyJEbfc5TTz3FnXf2LBytra2lvb2dysrKz9//0EMPceGFF9Ld3Y1t21iWRWdnZ8q+BskgThSi9fDOobDmD6bTZK8hl0LVMaZTeIKmDNKotfMDVjfcYzpGVouE92ZgxeXYVgjL6t0+e+utt/LPf/5zo+H8O++8kxtuuIGuri4ikQg///nPKS4u5tprr+Wqq66ioqKC6667jnXr1mFZFtdccw177703AGvWrOGRRx7hpz/9KY7jcPnll1NXV8dVV13FN77xjV7NLhkm0QHtn8B7k3puLZTtUzAKDp0DvnzTSTxBhSDN1jQ8QEvnm6ZjZLWgvx9Dqq7bsK5AR5dKhkl2wur/hU+u1BTBjrB8cNBbULq/6SSeoUKQZkmni2U11xFL1JiOktUs/FQWT6a88FgsK9DrowUi2yzRAYkWmH02NL5qOk32G3UTjPmp6RSeokJgQFdsOctrbsIlbjpK1gsFBjOo4kr8vnJ8Gi0QE1yn56TBVY/Ap9eB02U6UfYr/QYc9FrPKIGkjQqBIY1t/6Km6X9Nx8gRNhWFk6gsPhUsP7a+iUi6JDogVguzztDZAr0lUNJzGqGOJ047jbMaUl54DIV5+5qOkSMcGtqeY2nNj4jGVurmREk9J9mzVmDZz2HGTioDvWm3R1QGDNEIgUFJp52l1T8mnmwwHSWHWJRGjqBvyTmAH9vW6dzSyxLt0Lm8Z1Sgfb7pNLll8IWw+8OmU3iWCoFhndHFLK+9GUiajpJT/L4yBpZ/l7zgCO1EkN7hJHrOFlj0E1h2H6CruntVZGc45APw5ZlO4lkqBBmgofU5apsfNx0jJxXnf4N+ZRdgWX5sKz1HH0sOSrRD2zyYfVbP6ID0Ln8RHPwuRHYyncTTVAgygOu6rKq/i/buOaaj5CSfXUhV8emUFBwKlo1t6bY02UqJtp4y8Ok1sFalPTVs2Pfv0Oc400E8T4UgQySddpbV3KDzCVIo4CunqvgMivL331AMtL5ANiHR3jM9sOA6WP2oDhhKpZ3ugpHXpuzh3333XaZPn8599933+e/dc889VFRU0N7ezve+972v/bxnnnmGZcuWcc0116QsW6bRLoMM4bMjDK78IbalIzpTJZ5sZO36B1lacy3tXbNwnCiuq7Ub8gWJDoi3wMKb4D8Des4WUBn4v/buPbjK+s7j+Pt5znPuJDmEBAiESwLIrUW5iKDWuu3SrSjd1ml1WkV32uquM12VLW477nTtuhe1dkpnbLu742VUqu4W2fVWsOu2tRbrfa1YoYARIdwDIclJzv15nv0jMS1eEEJOfufyec0wCeHkOR90yPmc3/N7vk/xTLy8qGXgeGpraz+wDFQrvUUqIeHgRJobrmV3x3fQhqXiyRUO0H74e4SDkxifWEksPFPTDqtdIQV40HZb/4ZBt890osqXWAzz7jQaYdWqVaxZs4Z169bxwAMPUFdXRzAYZPny/tMXr732Gl/+8pfp7Ozki1/8IpdeeqnRvMWmQlBiaqJnMC5xGQe71pqOUvGy+XZ2dfwLkVArTaOvJBKcoisSqo2bAd+Ft38Ab97SP3pYii88ARY9AoGR+ff2/PPPs3LlysHft7e3c+211wLQ2dnJXXfdxSOPPEIoFOKKK64YfJzjONx9993s3buXq6++WoVARl5D7YVk8+109T1tOkpVyOTeYufBm4iFZzF+9F8QcsZrDHKl83L9RaD9bth+s+5IOJLsCJz5CESaRuwplyxZ8p49BO/YvXs306ZNIxrtv9xx/vz5g382Z84cLMuisbGRTKbyB55pjbRENdV/lVh4pukYVSWV/T1vHfgmew6vIZ1tw/OyeDp/XFkKyf7TA+33wi9nwO/+WmVgpM27CxKlM6V18uTJvPXWW2QyGTzPY/PmzYN/ZlmWwWQjTysEJcq2HCY1/A1vHfg7TTIcYb2Z1+jNvEbIaaK+5s9IxD8OQMDWwJRy5PkulpfDSu+Ctu/Cvv/QHgFTpv0tNF9mOsUx6uvrueqqq/jSl75EIpEgm83iOA6FQvW9GdBlhyUuk9vFzoN/j+dnTUepWhZBamNnMab2IsJOE5YVwNIliyXP9TJYWPSkXsDv+Dmj37jZdKTqNvZCOPMxKLHNu4VCgTvvvJNrrrkGgMsuu4zrr7+eM88snVWMkaKfaiUuEppCc8Mq2jtux9d4YyN88nSnNtGd2kQ42Ez9qE+TiJ+Lj69VgxLj+y6en8d1uzicfILuvmfx/DTYkIhOwkq3m45YnWrmwvwHS64MQP/GwXQ6zec+9zmCwSDz5s1j0aJFpmMZoRWCMtHV9wx7j/wroP9dpcCyQtTFljKm5iJCzliwAhp0ZJDrZbAsm2TqJY4kN5LOvfmex0zqsal9+yED6apcrBXO/jVEJphOIh9ChaCMHO55nINdD5iOIe8SDk5mTM2n+ycgYg/cN0HjkYvN9dJYlkO+cIjO5FN09T2D56c+8PGO53Da7x/HKvSMYMoqF5nYXwZiLaaTyAlQISgzB46u5Ujyp6ZjyPuyiASnUhNdRF18KUGnEd93dQnjMPF8F9/PYuHQl91KT+o3JNO/xfVOfHZAS2eW2J5HiphSBoUaYOkzUDPbdBI5QSoEZcb3ffZ1/rtmFJQBx04wKnoGdbGziUVm4fsFbCuMZQVMRysbnpcDfFw/TU/qBZKpl0hltw55P03UDdOy5UEsXU5aXE4dLP0F1C0wnUROggpBGfJ9j/bD3yeZftF0FDlBFg6xyBxqo4upjZ2JbYUBG9vWLZnfzfVSWFaQbG4P3alnSaZfIVfYP2zHn3HgMKFDPx+248m7BGJw1v9A/Tmmk8hJUiEoU56fZ3fHd+jLvG46igxByJlATXQho6JnDIxMDuN7OSw7VFX7D1wvA3jYVoh84Qip3A6S6ZfpTW8+7n6AU5HIR5m49d6iHLvq2eH+Wxk3LjOdRIZAhaCMeV6GXR23kMpuMx1FTlHAriESaiEaaiEWnk00NJWAPQrPz2IRLPuVBN/3Bmdp2FaQXOEgqex2UtntZHI7yeb34DNyy/izdr9JoOuVEXu+qmA5sHAdjP+s6SQyRCoEZc71MuzuuI1UdqvpKDLMbCtGJDSVaGgqsfBsIqEWgoEEnt9/Xh0cbCtUUuNV++cA5AAPiwBYNtn8PtLZ7aRyOwZe/Pdh+m6eY9MRGnfcZzRDZbHgjPuh+XLTQeQUqBBUAM/L9p8+yL5hOooUmWWFiQSbcQL1OIEEwUA9QaeRYKABJ5DACdRgW1F8vzDwjtsHAthW8JQ2M3p+Dt9/53g2thXEBzyvl4LbQ97tJF/oIO8epuB2kXePki90kCscoCRnZ/gw580XsNJvm05SGT7yI5h6jekUcopUCCqE5+XYffi79GU2f/iDpcJZBOxagoHEQElI4ARG4wQSA/sT+kcvWzj9Y5gH3snju3gU8H0X/AI+bv87fi9N3uuk4HZRcI9ScLspuEfx/PK++1tzMkDdzgdNxyh/s78D024wnUKGgQpBBfH8PO0d36M386rpKCIlL+DZzNz2JFb+qOkoZcqGj/4QpvyV6SAyTEpvsLQMmW0FmdT4dWqiC01HESl5ru2RHvcnpmOUJzsECx5SGagwKgQVpv+2yauoiS42HUWk5O2vi+NX0WWewyIQ77+0cMIlppPIMFMhqECW5TCp4TpqY2ebjiJS0jKBHPmx55uOUT6C9bDk59D4KdNJpAhUCCqUZQVoHvM16msuMB1FpKQdrJ9oOkJ5eOdGRaPPMp1EikSFoIJZlk3T6CsZl1gJlM616iKlpCeYxh19pukYpS1+Gpz9LNTMMZ1EikiFoAo01F5I85hrsdC5UpH3c6RBL3QfqG4BnL0JYlNMJ5EiUyGoEnXxpUwZeyMBO246ikjJ6Yhk8GKtpmOUnjHnw9KnIdxoOomMABWCKhKPzGbquH8gGGgwHUWktFjQM36p6RSlZdxnYfGT4NSYTiIjRIWgykSCzbSM/0ciwammo4iUlP1xDz9YbzpGaZj2DVi0HgJh00lkBGlSYZVyvTR7Dn+f3sxrpqOIlIypRwvE29ebjmFOIA6n36MZA1VKKwRVKmBHmdz4DRpq/9x0FJGSsb82hl/mt5oeslgrnPMblYEqphUCoSf1InuP/Kjsb1YjMhymH+wifPBnpmOMrMZPwfyHIKRTJtVMKwRCbWwxLeP/iZDTZDqKiHEH68ebjjCyWm+AxRtUBkQrBPIHrpdi75Efkky/YjqKiFEz9+zC6XzedIziCsQG9gtcajqJlAitEMiggB1jUsNqGus+jyYbSjU70jDTdITiirXAOc+pDMgxVAjkGJZlMbbu80xuXI1txUzHETHicDiDFz/NdIziaPhTOPdlqJ1nOomUGBUCeV810YVMa7qVaGiG6SgiI8+C7nGVdhMfu3++wFlPar+AvC/tIZDj8n2Pju71dPT8N+CZjiMyYmzfZta2/8XKdZiOcuqik+H0+6DhfNNJpISpEMgJSWW3sefwD8i7FfDDUeQETT3qEm9/2HSMU9N8Bcy9A4K1ppNIidMpAzkhsfBMpjXdRl3sHNNRREbMvtoovh0xHWNogmNg4cNwxn0qA3JCtEIgJ62rbxP7O+/G89Omo4gU3fSOJOH9G0zHODljl8O8uyFSZTMV5JRohUBOWiJ+LtOabiMaqtBd2CJ/5MDosfjlchluIA4f/TdY/FOVATlpWiGQIfN9jyPJjRzq/gm+nzUdR6RoZu5txznyG9Mxji+xBOavhfh000mkTGmFQIbMsmwaai9ketPtxCO6plkq1+GGEl4Nsxw47WY4Z5PKgJwSrRDIsOnqe4YDR9fieknTUUSG3ey3XsPu/b3pGMeqnQ/z7oTEQtNJpAKoEMiwKrg9HDh6P92pTaajiAyrCX0hRretNR2jX3A0zPxnmPKXYGmhV4aHCoEURTL9W/Z33kXePWw6isiwsDyL2Tt+iZU9aDIFTPoKzL4FQg0Gc0glUiGQovG8DIe619GZfBIf13QckVM2pctn1O6fmHnyujPhIz+A0YvNPL9UPBUCKbpsfh8Hjv6Y3sz/mY4ickqCXpAZW9ZjeSM4gyM4BmbdApO/otMDUlQqBDJiejOvc+DoWrL53aajiAzZtI4+IvufGIFnsmHK1f17BXQzIhkBKgQyonzf42jvLzjU/RNcr8d0HJGTFi9EmLLlfiyK+KMzsQQ++kOoW1C85xB5FxUCMcL1UnR0/9fA/oKC6TgiJ2Xm3n04R349/AeOTIKZN0PzlWCVyXREqRgqBGJULn+Ag10P0pN+CYr5jktkGNVnozRtu3f4DhieADNuhElfhUB4+I4rchJUCKQkpHM76eheTzL9sukoIidk9s7fYSffOLWDhMfDtG/2zxMIlOldFaViqBBISekvBg+TTL9iOorIcTX1halvu39o3xwaC9O/AVOugUB0eIOJDJEKgZQkFQMpdZZvMXv7r7Cy+0/8m0IN0HoDtHwNArHihRMZAhUCKWnpbBuHuh+mN/Oq6Sgi7zG5G2p2/eeHPzBYD61fh5ZrwRlV/GAiQ6BCIGUhnW2jo+dRktp8KCUk6DnM2PoIltv3AQ8YDS2roOU6CNaObDiRk6RCIGUllz/AkeRGuvqexvOzpuOI0Ho4RXTf48d+MT6zfzWg+Upw4maCiZwkFQIpSwW3l6O9T9HZ+xQFt9N0HKlicTfMlDd+jIUHDcug5XoYe4HmCEjZUSGQsub7Lj2pFziSfJJ0brvpOFKFbCvM9NwMgmMvhpo5puOIDJkKgVSMdG4nncmf0ZN6TqcTpOhCzgTqa5aRiH+cgK0rBqT8qRBIxXG9DD2p5+jqe5pUdpvpOFJBLCtITXQh9aOWEY/MNR1HZFipEEhFy+b30dX3K7r6fq29BjJEFrHwTBLx86iNLdFqgFQsFQKpCr7v0ZvZTFff0yRTr+CTNx1JSlzIaSIR/xh18XMJOWNNxxEpOhUCqToFt5ee1HP0pF+kL7MFcE1HkhIRsGuoiy2lLv4xYuEZpuOIjCgVAqlqBbeXZPplkumX6E1v1spBFXLsBDXRBdTEFjEqMg/LckxHEjFChUBkgOul6U2/Sk/6RXrTv8XzM6YjSZGEg83URBdSE11ENDQdSzMDRFQIRN6P5+foTW8mmX6Fvszr5N3DpiPJKbGJhWcOloBwcLzpQCIlR4VA5ARk8/voy/yO3szr9GW24PkfMLteSkbIGUcsPId4ZC6jIvNwArqXgMjxqBCInCTf90jn2gYLQjq7HZ+C6VhVLxhoJB6ZSzw8h3hkDkGnwXQkkbKiQiByijwvSyq3nXT2TdK5N0ln36TgdZuOVfGCgUZikdmDBUCXBoqcGhUCkSLIFTpI59pIZ3f0f8ztxNc45SELBsYSDbUQCbUOfGzBCdSYjiVSUVQIREaA73tk8+2kc21k8u3k8vvI5veSd48A+if4BxYhZyyRgRf9aKiVSLAFJzDKdDCRiqdCIMd44YUXuOKKK1izZg3Lly8f/PqKFSuYO3cut95663G/v62tjW9/+9usXbuWVatWcdtttxEKhYodu2x5XoZsYR/Z/B6y+b1kB4pCrnCQSh6Y5ARGE3LGE3KaCAebCDlNhILjCTnjsK2g6XgiVUkTOOQ9WltbeeKJJwYLwbZt20in0yd9nDVr1gx3tIpj2xGioVaiodZjvu77BfJuJ/nCEQpu5+DnebeTgvvOx27AMxP8OGwrTjCQwHnXr2CgYeBFv4mAHTEdU0TeRYVA3mPWrFm8/fbb9PT0UFtby2OPPcaKFSvYv38/Gzdu5N5778W2bRYuXMjq1as5dOgQq1evxvd9GhsbB4/ziU98go0bN3LTTTexfPlyzjvvPJ555hk2bNjArbfeyrJly5g/fz67du1iyZIlJJNJNm/eTEtLC7fffrvB/wLmWZZDyBl73I1yvu9RcI9ScLtw/RSel8b1UnheCtdP93/00nh+auDraXw/j48HePi+i4/7hzMWfzSbx8LBtsLYdhjbigx83v/RGvw8gm2Hcey6Y1749Q5fpDypEMj7WrZsGU899RQXX3wxmzdv5qqrrmLr1q3ccccdrF+/nmg0yg033MCzzz7Lpk2buOiii7jkkkvYsGEDDz300Ak9x969e7nvvvtobGxk8eLFrFu3jm9961t88pOfHCwj8sEsyybojCHojDEdRUQqgG06gJSmFStWsGHDBl566SUWLVoEgOu6dHZ2cvXVV7Ny5Ura2tpob29nx44dzJs3D4AFCxYc97h/vGUlkUgwYcIEgsEgsViM6dP7R8jW1NSQzWpHvojISFIhkPc1adIkUqkUa9eu5TOf+QwAlmXR1NTEPffcw9q1a7n88ss5/fTTaW1t5dVXXwXg9ddff8+xQqEQHR0dAGzZsmXw65ofLyJSOnTKQD7Q8uXLefTRR2lpaaG9vZ36+nouvPBCVq5cieu6TJw4kQsuuIDrrruOVatWsWHDBpqbm99znC984QvceOONPP7440ydOnXk/yIiIvKhdNmhiIiI6JSBiIiIqBCIiIgIKgQiIiKCCoGIiIigQiAiIiKoEIiIiAgqBCIiIoIKgYiIiKBCICIiIqgQiIiICCoEIiIiggqBiIiIoEIgIiIiqBCIiIgIKgQiIiKCCoGIiIigQiAiIiKoEIiIiAgqBCIiIoIKgYiIiKBCICIiIqgQiIiICCoEIiIiggqBiIiIoEIgIiIiqBCIiIgIKgQiIiKCCoGIiIigQiAiIiKoEIiIiAgqBCIiIoIKgYiIiKBCICIiIqgQiIiICCoEIiIiggqBiIiIoEIgIiIiqBCIiIgIKgQiIiKCCoGIiIigQiAiIiKoEIiIiAgqBCIiIoIKgYiIiKBCICIiIqgQiIiICCoEIiIiggqBiIiIoEIgIiIiqBCIiIgIKgQiIiIC/D/q4x7L3GsnZgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , autopct='%1.1f%%', explode=[0,0 , 0 , 0])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , autopct='%1.1f%%', pctdistance=0.85 ,explode=[0,0 , 0 , 0])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 648x648 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9,9))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"total = np.sum(tickets)\n",
"\n",
"def val_per(x): \n",
" return '{:.2f}%\\n({:.0f})'.format(x, total*x/100)\n",
"\n",
"labels = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"plt.pie (tickets , labels= labels , colors= colors , startangle=45 , autopct=val_per, pctdistance=0.85 ,explode=[0,0 , 0 , 0])\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Display multiple Donut plots in one figure"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1440x432 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(20,6))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"priority = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"status = ['Resolved' , 'Cancelled' , 'Pending' , 'Assigned']\n",
"company = ['IBM' , 'Microsoft', 'BMC' , 'Apple']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"\n",
"plt.subplot(1,3,1)\n",
"plt.pie (tickets , labels= priority , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(1,3,2)\n",
"plt.pie (tickets , labels= status , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(1,3,3)\n",
"plt.pie (tickets , labels= company , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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q2oxpmpozZ46effZZpaen68knn9Rjjz2mM888U++//76SkpLk9Xq1bNkyTZgwQX6/3/KSJhwJqvDwhqYX00p/iaV5opE/XKPtZcu0vWyZJENp8VnKThmnoWlTlBzb2+p4AJph+fLlmj17tsrKyuRwODRr1iwFAgHt3btXixYtkt/v16xZs3Tqqadq8eLFmjNnjkaOHKlnnnlGoVBIDz30kGbPnq1p06Zp8+bNuvPOO7V48WJJUkpKigYNGqTVq1drxIgRWrlype666y5dfvnluv/++5Wbm6vnn39ef/7znzVy5Ej5/X4999xz2rdvn9544w2L/2akYLheuw+tUX75Su0sX6WaYIXVkaJOXfCwNh14R5sOvCNDDvVMGKjclPEakjaFW2kBHGXBggX605/+pNLSUiUkJCgr6/OZFueee66ef/55TZo0SS+//LKuv/56WxQ1/lCNdlWsVn75Su2qWK36ULXVkaJOVeCg1pe8ofUlb8hhuNS72xANSJ2owT0mcSttF0ZR00YqKirk8/maypexY8fqV7/6la677jr96Ec/UnJysq655hr99a9/1fvvv6/JkydblrW0eqfWlbyhzaXvRP0CwPZiNqxUX7NTywsXqXe3IRqaNk2Du3+DZhywsSO3PlVUVOgHP/iBMjMztW3bNm3cuFGzZ8+WJIVCIe3bt08PPPCAHn/8cS1cuFAjR46UaZrKz8/X2LFjJUl5eXkqLi4+6vFnzZqlf//73zpw4ICmTJkil8ul/Pz8prUGgsGgsrKytH37dg0fPlySlJGRoV69enXg38LRiio3aV3x69p68EOFIn7LcnQ2piLaX7VF+6u26MPdT6lf0kgNS5+m3NSJLEgM4Khbn/7v//5P8+fP13333SdJGj16tObNm6eKigodOnRIvXtbd0HQNCMqOLRG64vf0I7yFYqYIcuydDYRM6TCw+tUeHid3t31F+WkjNWwtOnKShnDcgtdDEVNG0lOTlZ1dbVKS0uVlpamlStXqn///kpMTFRMTIxee+01Pfroo3rjjTf05JNPauHChR2aLxCq1eaD72l98Zsqrt7Woc/dVRVVblJR5SYt3fkHDUw9VcPSp6lP4nAZhmF1NADHkJycrAULFuh73/uebr/9do0fP14///nPFYlE9Lvf/U6ZmZl65JFHNG/ePHm9Xl111VVas2aNcnJytHr1ak2dOlWbN29W9+5Hz5KYOHGiFixYoJKSEv3sZz+TJGVlZenBBx9URkaGPvnkEx04cEAul0uvvPKKrrjiCpWUlKikpGNnOdYGD2tT6VKtK35D5XWFHfrcXZGpiAoOfaqCQ5/K64zX4B6TNCx9mnolDLI6GgAb6NWrl4qKPr91yDAMTZo0SXPnztW0adMsyVTlP6j1JW9qQ8lbXWZjEStFzJC2l32s7WUfK96drLy0yRqWPl3d4/paHQ0dgKKmFZYtW6YLL7yw6b9/+MMf6sYbb5RhGEpMTNQDDzwgSZo6daoWL16spKQknXbaaXrmmWfUt2/H/APbV7lF60pe19YDH0T9tqjRKhTxa9OBpdp0YKkSvekakjZVw9KnKTHGPusTAWiQm5ur2bNn65133lGvXr10+eWXq7a2VtOmTZPP59OgQYN08cUXKzk5Wenp6RoxYoQyMjI0Z84cPf744wqFQk1XP48wDENnnXWWPvroI/Xr10+SNHfuXN1xxx0Kh8OSpPvuu09ZWVn65JNPdMkllygjI0PJycnt/vOapqk9hz/TuuI3tKPsY4W5KmoJf7hGa4tf1driV5Ua10/D0qZqSNoUxXva/3cAgH0cufXJ4XAoEono/vvvP+rzM2fO1EUXXaR77723wzJFzLDyy1dqXfHrKqj4lDUsLVITrNDqosVaXbRYPX0DNSx9mgb3mKQYl8/qaGgnbM/dCdUFq7SpdKnWl7yhg7W7rY6DYzLUN3G4xvS+QNkpY60OA6CLqfaXaUPpW1pf/KYOsz6ZLTkMp7KSx2hc5sXq3W2I1XEAdDGH6vZrXckb2li6RDWBcqvj4BhcDo8GpJ6icZmXqEd8f6vjoI1R1HQi1f4yrSz6l9YVv86aAlEkLT5b4zJnaVD3U9nCFUC7qqgr0vLC57T5wDuKmGGr46CZMrsN1fg+s5SVPMbqKAA6udLqfH1c+Ky2ly2XxGlidDCUnTxWE/rMUka3PKvDoI1Q1HQClf4DWrn3ea0vflNhM2h1HLRQcmxvjet9kYakTZXTwV2JANpOWW2hlhcu0pYD7zNtPYqlx+doXJ9LNDCVYh9A29pftU0f73lWOytWWh0FrZDZ7SRN6DNL/ZNHWR0FrURRE8UO15doReE/tLF0CesKdCIJnu4a0/sCDe95ttzOGKvjAIhiB2oKtLzwH9p28EMKmk4kJTZTY3tfpCFpUyj2AbTKvsrN+qjwWRVUfGJ1FLShdF+uxmfO0oDUU9jIJEpR1EShirp9WlH4nDYdWMrU9U4s1tVNozK+pZMzZrJQGIAT0jB1fZG2l30spq53XgneHhqTcYGG9zyLYh/ACSk8vEEf73lGew6vtToK2lFKbKbGZV6sIWlT2N47ylDURJHyuiIt3/OsNh94jyujXUiMy6eJfS7XyRnn8gIL4CsVV2/Xx3ueUX45U9e7Ep8nVd/od4WGpE3hyimAr7Tn0Fp9tOcZ7a3cYHUUdKDk2N46I+tq5aSMszoKmomiJgrUh6r10Z5n9Nn+l5lB04WlxvXV5Kxr1T/5ZKujALCZ6kC53i94QptKl4oZNF1Xr4TBmpJ9rXolDLI6CgCbqajbp3d3/Ykiv4vrnzxak7OuUWpcH6uj4GtQ1NiYaUa0rvgNfbjnKdUFD1sdBzaRkzJOZ2Rdo+TYDKujALBYKBLUJ0X/1vK9zykYrrM6DmzB0NC0KTq9/5WK96RYHQaAxQKhWn1cuEif7nuRNS0hSXIYLp3c61yd0vdyeV3xVsfBcVDU2FRR5SYtyX9MpTU7rY4CG3IaLo3KOE8T+3xbHlec1XEAWCC/bIXe2fUnHarfb3UU2JDHGavxfS7VmIzz5XS4rY4DwAIbSt7WBwVPqCZYYXUU2FCsO1Gn9Zut4elnsZOgDVHU2ExdsFLvFTyuDSVvi+nr+DrxnhR9o9/3NDRtGusSAF1Epf+Alub/XjvKl1sdBVEgKSZDZ2T9QLmpE62OAqCDHKzdo7d3/JZ1aNAsafE5mpJ9rTITh1kdBV9AUWMj60ve0vu7HlddqNLqKIgyPX0DddaAm9Qjvr/VUQC0k4gZ1idFL+ijPc8oGKm3Og6iTP+kUZqee6MSY9KsjgKgnQTDfi0vXKRVRYsV4TYnnKDB3U/XlJzrFOdOtDoKRFFjC4fqi/X6tke0t3K91VEQxZyGW6f1+57G9L6A2TVAJ1Nana/Xtj+sAzW7rI6CKOZxxmlq9nUamj7V6igA2tieQ2v1xvb/02F/idVREMXi3ck6a8BNyk4Za3WULo+ixmKbSpfq7fzHFAjXWh0FnUSfxOE6Z8At6sZVUyDqmaapT/a9oA8KnmARSLSZgamnanruDYp1d7M6CoBWCkdCWrbnKa3au1imIlbHQScxoucMnZF1ldzOGKujdFkUNRbxh2r1dv5vtfnAu1ZHQSfkdcZrSs51Gpo2xeooAFqoJlCu17Y9rIJDn1odBZ1QvCdFZw+4SVnJY6yOAqCFKur26ZWtC1Rcvc3qKOiEkmMyNGPQbeqVMMjqKF0SRY0F9lVu0StbH2JqItrdwO6naXrODYp1J1gdBcAJyC9fqde3P6K64GGro6CT46opEJ02lLylJTv/oGC4zuoo6MQchlPjM2dpYt/L5DCcVsfpUihqOpBpRrS88B/6uPBZRcyw1XHQRfg8qTprwE3KSh5tdRQAXyMUCei9XX/Rmv0vWx0FXUhybG/NGPgTrpoCUcAfqtGbO36jrQfftzoKupCevoGaMfAnSonLtDpKl0FR00Eq/Qf06taFbJMHy4zsda4mZ10tp8NtdRQAx3CwZrde3vqQDtYWWB0FXZDDcGpCn29rYp/LWJAesKm9hzfq1W0LVekvtToKuiCXw6szsq7WyF4zrI7SJVDUdICtBz/Um9t/LX+4xuoo6OJ6dxuibw2+S/GeJKujAPiCNfte1nsFf1EoErA6Crq43JQJmjHoNnmcsVZHAdDINCP6aM+zWl64iAWDYbnhPc/W1Ozr5XS4rI7SqVHUtCPTNLVsz9+1vHCR1VGAJgneHrog72dK82VbHQXo8sKRkN7O/63Wl7xpdRSgSfe4/rpgyM+UGJNudRSgywuE6/Tyloe0s2Kl1VGAJpndTtJ5eXeye2A7oqhpJ6FIQK9ve1hbuH8UNuR2xGjGwJ9oQPdTrI4CdFn1oWq9tPl+7Tm81uoowJfEuhN13uA7lZk4zOooQJdV5T+of2+ap9KanVZHAb4k0Zuu84f8TD3i+1sdpVOiqGkHtcHDemHTvdpXtcXqKMBXMHRq3+9oYt/LrA4CdDmH6vZr8aa5Kq/ba3UU4LgchkvTcn6k4T3PsjoK0OWUVO/Qvzfdq+pAmdVRgOPyOGP1zYG3Kyd1vNVROh2KmjZWVrtHizfOZettRI1B3U/X2QNultvptToK0CUUVW7SC5t+rrpQpdVRgGYZ1etbOiP7arZmBTrIjrKP9fLWBQpF/FZHAb6WIYdO6zdb4/vMsjpKp0JR04Z2H1qjlzY/wKLBiDrpvgE6P+9uJXi7Wx0F6NQ2l76r17c/orAZtDoKcEL6J43SuYPvUIzLZ3UUoFNbtXex3i/4K4sGI+oM6TFZZw64SS52mG0TFDVtZF3x63o7/3eKmGGrowAtEu9J0YVD7lG6L9fqKECn9NGeZ/TRnqetjgG0WHJsb100dJ6SYnpZHQXodCJmWEvyH9Pa4tesjgK0WK+EQbpgyD2KcydaHSXqUdS0kmmaeq/gca0uWmx1FKDVPM44XTR0nnp3G2J1FKDTCEeCen37I9p84F2rowCt5vOk6pJhv1BqXF+rowCdhj9Uq5e23K/dh9ZYHQVotZTYPpo17D75vKlWR4lqFDWtYJqm3tzxqNaXvGF1FKDNuBxeXTBkjvolnWx1FCDqhSNBvbj5Pu2sWGV1FKDNxLoTdfHQnyvdl2N1FCDq+UM1en7D3Squ3mZ1FKDNJMb01Kxh9ysxJt3qKFGLoqaFTNPUWzse1TpKGnRCTsOtmYN/qtzUCVZHAaJWQ0lzv3ZWrLQ6CtDmvM54XTR0njK65VkdBYha/lCt/rnxbu2v2mp1FKDNJXi665Jh9yklLtPqKFGJoqYFTNPU2/m/5R7SduJxxinekyy3wyuH4ZRhOOUwnHIYDkXMcMNbJKyIwvKHqlUTqFDYDFkdu9PpF0rXhSnfl3P4N6yOAkSdcCSkl7bcr/zyFVZH6ZRiXD7FuZPlcrgbxweXHIZDktE4TkRkmmGFzZDqQ1WqDR5iDbl2cFIgW2f1u1bKOcnqKEDUCYRq9fzGOdpftcXqKJ2QoVhXguI8SXIaR8YJ55fGiYgZUsQMqS5YqdrgYRZwbgen15+kcUOvk3r1tzpK1KGoaYG3dvxWa4tftTpGVIpx+dQjPluJ3jTFe1KUGJOubo1/jnMnNe4mYSocCcqUqYZfzi//ihoyGt4bTrkcboUjQdUFK1UTPKRq/0Edri9RVeCgqgPlqqjbq4O1exShzGm2foEeuuj9WjmqDktX3C1R1gDNFo6E9J8t87Wj/GOro0SlOHeS0uKzleDt3jBOeHuqW0wP+TwpinUnKsblU8SMKBwJSs0YJxyGU06HR6FwvepCVaoJVKgqcFCH64tV5T+omkCFyur2qLx2LwfpJ2BYfR+dtWS/DDMiXXu/lE1ZAzRXIFSrf278mfZVbbY6SlRK8HRXj/gs+byp8nlSlejtqQRv96ZxwuuKU8QMKxwJSV84o/iyhpHCYbjkdLgVDNepLlip6kB5wzhRV6zqYJmqA+U6WLNbh+r361jjDY7tlKocTVy6XUasT/qfhVJ6P6sjRRWKmhP0dv7v9Nn+V6yOERXi3ElK9+UoPX6AMhOHKS0+W15XnIIRvxyGUy6HRw7D2W7PH4oEml6gXQ6vKv2l2l+1VUWVm1RSna+DtbsUigTa7fmjVVYgTRe8Wy1HVUXDB5wu6Yo50kmnWhsMiALhSEgvb52v7WWUNM2R4OmuNF+uevpylZk4TD3is+RyeBSKBOUwHO0/ToQDjVulG3I53DpUv19FlZu1r2qLSqt3UPIfx/C6vpq+tEhGfW3DB7xx0g8fkLKGWhsMiAKBcJ3+tfFnKqrcZHWUqJAY01Pp8bnqmTBAmd2GqXt8PxlyKGyG5Gw8nzAMR7s8t2lGFIoEFTFDMgyHHIZT5bV7VVS5SfurtqikJp+S/zi+UZmrcUu3ygg3jqEJKdINv5TS+lgbLIpQ1JyAJfmPac3+l62OYVvd4/opJ2W8+iePajrYDkcCcjli5HS4rI7XJBiuV8QMy+XwqjpQruLqbcovX6Fd5atVF6q0Op6lcgI9dd47h+SoPnz0J5wu6cp7pGETrQkGRIGIGdZ/tszX9rKPrI5iU4Z6+gYoN2W8+iaNPOpg2+OMaddC5kQFwnUyTVMuh0eV/lLtq9qi/LIVKjj0qQLhWqvjWerk2n6asrRQhr/u6E/ExEnXPSj1Y80a4HgaSpp7VFS50eootuQwnMpIyFNu6gT1STxJKbF9GubDmJGGJREc9hgnTDOiYLhekuR0uFVRv19Fhzcpv3y59hxep1DEb3FCa006PEBjlm6WEfmvW44TU6X/+aXUgzVrmoOippmW5v9Bn+5/yeoYtuI03OqbNFwDUk9VbuqEpiufLofH6mgnzB+qbXihrSvSlgPvKb98hQ7W7rY6Voca6O+lme+Uy6g5TlnldEs/mCsNGd+huYBoEDHDennLg9pWtszqKLbidsaqf9LJGph6mrJTxkqSXA63nA63xclOnD9UK5fDrdKaXdp84F3tLF/ZOA2+6xhTk6VJS3bJCB7nJCQmXrr+Qanv4I4NBkSBQLheizf+THspaY4S40pQVvJoDep+uvoljVDEDMtts/K+OSJmRMFwnZwOt/ZXbW0cJ1apOlBmdbQONfXQQI18Z6OMyHFmGSV2l274ldQ9o2ODRSGKmmZ4d9dftLposdUxbCHek6Ls5LHK6zFJGd3yFI4E5XbGNi7O1TmEwgFFFFYoEtCOsuXaXrZMew6ta5we3znl1WdoxjsHZNRWf/UXutzSjxYyvR34AtM09fLWh7T14PtWR7GFRG9PZaeMVV6PM5Tuy1EoEpDHGdtuU9OtEAw3FBX1oSptO7hMO8o/VlHlpk69YPH46mydtnTn8UuaI+ISpJseldK4YgocEYoE9c8Nc7S3cr3VUWwhNbaPclImaHDaJKXGZioUCcrrirM6VpsKhOvkMJyq9pdpy8H3taNsReMW7J331Ht6xSANf2dDw9plXyWlp3TLbyRfUscEi1IUNV/js/2v6u3831odw1IOw6mclPEa2/sipfmyFTHD8jhjrY7VIY604w7Dqc0H3tWn+17qdDNthtZl6ux3imXU1TTvGxKSG15ck9PbNxgQJT4oeFIr9j5ndQxLuRweDer+DY3tfZESY3pKMuV2xlgdq0NEzHDjFHhD64tf15r9r+iwv9jqWG2qaUHIUDMvWKT1kW5+VIr1tW8wIEq8snWBNh941+oYlvI44zQkbbLG9r5Ice5EGXLI5Yy+WfgtEY4EFY4EFTKDWrPvP1pX/LpqghVWx2pTZ5cN1tD31n99SXNE1jDpRwsaLgLjmChqvsLuQ2v0r433dOorZF8lwdtDI3vO0IheM2TI0ema7hMVjjRs4Xeofr9W7f2Xth78MOpn2Qyv66PpS/d9viBkc/XOkW58RPJ2jcIOOJ6NJUv02vZfWR3DMimxmTq510wNTZ8qmaY8XXycCEWCMs2ISqvztaroX8ovXxn1i0yeVpmr8V9cELK5Bo1u2A3KJmtKAFZZXrhIH+5+yuoYlkn35Wp0xvkakHqKTEW6zMXe4wmG/TIMQ3sOrdPqon9rz+G1ivZZNt88mKfB76+VcaK1wvizpW/f1j6hOgGKmuMor92rp9feKn+4mbMMOglDDmUlj9aY3hcqo1vDPebRuOZMewuEaiXD0IaSt7Rm339UUb/P6kgn7LgLQjbX8NMaFhg2jLYNBkSJospNem79/1O4i+0K5DRcyk09ReMyL1JKbJ/G7a/ts2C8XfhDtTIV0Wf7Xtba4tdUFThodaQTdvrhARr7zpYTL2mO+MYF0oX/07ahgCiy9eCH+s+W+Yr2E/ET5XZ4NbjHJI3tfZF83u5yGW7bLARsF0cWJA5E6vVJ0QvaUPJWVG5qMrM0T4M++KzlD3DeddIZF7ddoE6EouYY6oJVenrtrToUhSffLeVyeDSy17kal3mxnIa7y8+eaa5wJKiIGdHB2gK9X/CECg+vszpSs4yu7a8zluyWEahv3QNN/4404/ttEwqIIofqi/X02ltVFzz89V/cSXiccRqXebFO7jVTkhgnmikUDkiGVHR4o94veEIlNTusjtQsUw4N1MnvbPryrh0natYt0sRvtk0oIIoUV2/XonV3dKkdgOLcyZrY5zINS58q04x0+VmWzRUM18swHNpZvkofFDwRNReAzy/JU+6HrShpJMnhkK7+hZQ3rm1CdSIUNf8lHAnpnxvvVuHhrrHYl8Nwalj6mfpGvyvkdLjl6SJrCrSHQLheB2sKtHTnH1VcvdXqOMc1tiZLp3/Vrh0navZd0qjJbfNYQBTwh2r1zLrbVNbJ1qs6HpfDq9EZ52l8n1ky5JDb6bU6UlSKmBGFI0EVHl6v93b9WWV1hVZHOq5pFYM04t0Nx9+140Q4XdL1D0k5w1v/WECUqPIf1NNrb+0yO/7EuHwan3mpRvb6pgzDYDZ+C4UjIZlmWNvKPtIHu59Ulf+A1ZGO66L9ecr6qJUlzRExcQ3rmqX3a5vH6yQoav7LG9t/rfUlb1gdo90Zcmhwj0malPUDeZyxXf5+0bbScCAeUFHlZr2760+2W3h4QnWOTl2yQ0Yo0HYP6vY2bLPXd1DbPSZgUxEzrH9vule7KlZbHaXdOQyXRvQ8W6f2my2H4aLIbyORSFhhM6T88hX6oOAJHfaXWB3pKGeVD9awd09gQcjmiE9sWIQ+tVfbPSZgU8FwvRat+1+V1ORbHaXduR0xGtP7Ao3NvFgOGXJR5LeJIzP2N5Yu0Ud7nlZt8JDVkY5yyb489fu4jUqaI7r3bihr4ru17eNGMYqaL1hd9G+9u+vPVsdod7kpEzQ5+1rFurtR0LSTIwfiBRWf6L2Cx3Wofr/VkXRqVY4mLNnW8rUGvkpiqnTLb6XE7m3/2ICNLN35R32670WrY7QrQw4NSZuiSf2/L5fTyzjRTo5cOd104F0t2/2ULXYAOadssIa8t+7EF4Rsjl79pR//uuHKKdBJmaapl7Y8oO1ly6yO0q6chlsje31Tp/S9XA7D2WV2+etooUhApmlqzf7/aEXh8/KHq62OpG/vzVPmijYuaY4YcLL0w/mSk/WMJIqaJvnlK/XCpp9H/e4MXyUjIU9nDfixErw9OPDuIA07RYW17eAHemfXn1UfqrIkx+mVAzR2aSsWhGyOvoOkGx6W3Ex3Ree0tvg1vbXjN1bHaFfZyWM1Lfd/FOPyMU50kCM7Ra0tflXLdj+loEXrWZx7IE+DPmjBrh0nYuhE6QfzGtYkADqhD3f/TcsL/2F1jHY1JG2KJmdd07hkAuNERwiG/TIV0YrC57Sq6F+W7Uh8+Z48Zaxqp5LmiFNnShff1L7PESUoaiRV+8v0xJr/sewkur25HTE6I+saDUmbzNoCFglFAgpFgnpz+6+1rezDDn3uMw4P1OilbbAgZHOMmtywZg3QyRyoKdDfP7tZYTNodZR2EevqpjMH/Fj9k07myqhFgmG/AuFavbJ1QeN2rR3nvNI8DWjNrh0nYsql0sxrOua5gA5UULFG/9w4R511h6du3h6aMfB2pfmyKWgsEgjXqyZQpv9sma/Smp0d+tzfLRisnp900Nh00Y3Saed1zHPZWJcvakzT1D833q3dhzroAKWD9UsaqRkDb5fHGUtJYwOBcL2KKjfq9W0Pd8g096kVAzXy3Y1tsyBkc517tTT12x33fEA7C0WC+vtnN+tgbYHVUdrFoO6n68zcG+R0uFkA0gaC4XptO7hMS3b+XoFwbbs/3wXFecpZ1sHHQLPvlEZN6djnBNpRXbBST665oZMuHmzo5F7f1On9vy+H4ZLT4bI6UJdmmhGFIkF9tv9lfbj7qQ65gPS9XYOV9mkHXkBwOBsWoc8d0XHPaUNdvqjprOvSeJ3xmpbzI+WmTuDqqM2EI0GFzZCW5P9eG0vfbrfnObN8kE56d0PbLgjZHE6XdOvvpIzsjn1eoJ28s/OP+qQTrksT70nROQNuVUa3wVwdtZlg2K9QxK/Xtv1KOytWtdvzXLw/T/3bateOExHrk+74M+uaodN4cfP9nXJdmuSYDJ07+KdKjs1gnLCZYLhedcFKvbz1Ie2r2tw+T2JKV+4cpO6frWufx/8qKT2l//2T5O26v3dduqjprFPZc1Im6OwBN8vt8Mrl5OqoXQXCdSqtztcr2xa2+fZ7Z5cN1tD2WhCyOTIHSDf/hsXAEPU661T2Yelnakr2tXIabq6O2lggXK+Cik/11o5HVReqbNPHvnRvnvq014KQzTFkgnTNL6x7fqCNrC95S29sf8TqGG3KkEPjMi/ShD6XyWm45HBwPGdXwbBfG0uX6L1df1EwUt9mj2uYhr6/Y4BS1q1vs8c8YV18vZouW9R0xqnsbmesZgz8fHHBWwAAIABJREFUCWsMRJGGxYYbZtdsKH2rTR7zmwcHa/D7FpY0R5xzpXTmd63NALRCZ5zKHudO0nl5d6lHfBZXR6NEKBJQOBLUK1sXtNnsmssK89R7pQ1u+b78f6WxZ1qdAmixQ3X79eRnNyoYrrM6SptJiumlC4b8TAneNHk4n4gKwXC9AuE6vbj5vjaZXWOYhq7alqukDRvaIF1rghjS9QukASOtzWER59y5c+daHcIK7+36i/LLV1gdo80kxWToOyN+qTRfNmvRRBGH4ZDT4VK/pJFKiumlXRWftGrnsW+V5mnw+2tltGHGFtu1URp2ipSQbHUSoEVe3bZQxdXbrI7RZnr6BuiyEQuVFNOTcSKKOAynXA6PclMnyuVwq/Bw665ufmf3YGWs6tjFio8rf500ZjpbdiMqRcywFm+ap8P1xVZHaTP9k0Zr1rD7FO9OZlZ+FHE6XPI4YzW4xyTVBStVUrOjxY/lMA1dvSVHSRs3tmHCVshfJ004R3K5rU7S4bpkUVNQsUZLdv7e6hhtJit5jGaddJ9iXQlyOrreL3Fn4HS4lBLbWwNSJ2pH2YoWTV08vyRPAz60wRXSI8yItGerNP5stmJF1Flf/KZWFv3T6hhtZmjaNH1r8J2KccXLYTCFPRo5HS6l+3KVmThM+eXLFTZDJ/wYs3d14K4dzREMSKV7pdEsLIzo89GeZ7X5wDtWx2gzEzIv1dSc6+VxxcowOG6LRk6HS32This5NkM7K1af8MVfp+nQ1Zuzlbh5UzslbIG6aqm+Vhoy3uokHa7L/SusC1bqte2/UmdZb2BCn8v0rcH/Tx5nLPePRjm3M0bd4/rr+6N+p56+gSf0vRftz1OunUqaI/Zuk5YusjoFcEIq6vZp6a4/Wh2jTTgMp6bn3KBpOdczi6YT8DhjldltmK44+bdKjslo/jea0hU7Bym9I3ftaK5Ny6VVbXPrL9BR9lVu1vLCznF843Z4dX7ezzSuzyWME52A2xmjQd2/oe+OeFjx7ubPanebTl2zsb+62amkOWLZS9IOG57ntLMuV9S8teM3qgmUWx2j1dyOGF04ZK7GZV7MejSdiNPhUqy7my49ab6GpU1v1vfMKspTlhW7djTXG3+X9hdYnQJoFtOM6NVtv+wU6w3EuRN1+fCFGpI2mXGiE3E7vUrw9tDsk3+t7OSxX/8NpvT9/EHqscaCXTua64XfSZXRf2yGriEYrtcr2xa26lZ1u0j09tQVJ/9W/ZJGsm5ZJ+J2xig1ro+uHPWYeiUM+tqv90Rcunp9X/m2ttPuUa1lmtKiX0r+6D82OxFd6tangopP9cHuJ62O0WqJMT11+fCF6hHfn4PvTurIujWJMemN69YcewbYt63etaM5zIi0Z4s0jlugYH/rS97U2uJXrI7Raunxubp8xC/VzZsmF1dIOx3DMOR0uJWbOlEOw6m9lcdet8YwDV213eJdO5ojGJAO7pVGcQsU7O/jwmeVX77c6hit1i9ppGad9IDi3IlyOVk6obNxGE65nV7l9Zik2uBhldbkH/PrvKZbV6/rrfgdWzs44QnqgrdAdZmzpnAkpKU7/2B1jFbr6Rug7438NQffXYDbGaO8Hmdo1rAH5HZ8+f/15XvylGn3kuaIwm3S0n9YnQL4SvWh6k5R5mclj9G3hz+oOHci65Z1cm6nV2MzL9LMQT+V8V+HdA7T0FVbc5W83uJdO5prw8fS6retTgF8pUP1xVpdtNjqGK12UvqZOj9vjryuOJZO6OTczhhNyb5Wk7Ku+tLnvKZHV3/WS3H5UbJxwrKXGhYX7iK6TFHz6b6XVF631+oYrZLZbZhmnfSAvK54XlS7CLczRum+XH17+AJ5nJ/vivHdgsHKWBUlJc0RbzzFLVCwtY92P6264GGrY7TKwNTT9K3BdzLbsgvxOGOUlTJWFw69R07DJenIgpA5StoYJSXNEf/+LbdAwdbe3flnhSIBq2O0yuiM8zUl+4eME12I2xmjET1n6MzcH0uNe8PGRry65tM0xe7cbm24E2Ga0qKFUuDEN12JRl2iqKkJlOvjwmetjtEq/ZNG66Kh87h/tAtyO71Kje2j74z4lWKd3XTFTpvt2tFc4aC0aIEUif57utH5HKzZrc+i/JanYWnTdc7AW1kMsgvyOGOU2W2YLhl2v2KMWF29sb+6bbbJ1qonorZK+uf/WZ0COKaCijXaUf6x1TFa5ZS+l+u0frMpabogjzNGeT0m6dxB/ytfJE5Xf9JdMQXHvh3K1g7uk1553OoUHaJLFDXvFzyhQLjW6hgtlpMyXuflcYW0K3M5PUqK6anrhv1WPbbvtjpOy+3ZKn3C1HbYz9Kdf1DEDFsdo8VG9JyhqTnXUdJ0YUdmYF4/4JdK2LXL6jgtt35Zl9zdA/bWsITC762O0Sqn9/+Bxva+iPOJLsztjFFOyjhd0/tuefcWWB2n5T58UToQ3XfKNEenL2r2VW7RxtKlVsdoseyUcTp30P/yogo5HW45YxOkm34txSdaHaflXv+bFA5ZnQJosvXgh9pzOApnqTUann6Ozsi6inECcju9cib3lH60UPJE8e/DK3+1OgFwlDX7/xPVSyh8o9+VGtnrm4wTkNsZI2efQdL350bvJh+RsPRa9K8p+HWi9P9O85imqSU7fy8dZ8ccu8tOHquZg37Kiyo+53JLST2kmx+V4rtZnaZlyoulj6P7FhN0HsGwX+/u+rPVMVpsePrZmpx9DeMEPuf2ShlZ0vULGv4cjQo2Shujf1cddA41gQp9tOcZq2O02Gn9vqdRGTPlYZzAEZ4YacAo6YqfRW9Z89m70r6dVqdoV1H6f6Z5NpS8qZLqKFog6Qv6Jo7QzME/ZRo7vuxIWfPjX0veuK//ejt66xkp4Lc6BaCVe59Xlf+A1TFaJK/HZE3OvpZxAl/m9koZ2dJ1D0rRuvnAa39tWDgSsFg0L6Ewoc+lGp1xHmU+vswbIw0aLX33TquTtIxpSq927tmXnbao8Ydq9H6UbrOaHNtb5w+Zw4sqjs/llpJ7SFfNk4wo/GdcWSZ9+ILVKdDFHa4v0aqif1kdo0UyEvJ0Zu4NlDQ4Po9XysyVLv2J1Ulapii/4YopYKH9VVu1sXSJ1TFaZEDqKRqfeSnnEzg+b6w0ZLx05netTtIyGz+WCjZZnaLdROEZXvN8uu+lqNxmNcbl06xh98vl4OAbX8Pt/f/s3XmcXFWd///XvbfW3tek09n3PZgAhn2XkVWFAYISBRUGUGFQHBBEwygI6Hf4iQuCGyOi7CLguLEJEgmBhJCEJaGzp9Nreqvq6lruvb8/KoQkpLuru6r7nFv9eT4ePFRIKm+Q3M+pzzn3c2DCLPjkFaqTDM5zD0FPVHUKMYK9sv0hT16zWhIcxTlzb5bFt+hfIASHHAvHn6s6yeD85TfpWQRCKPLy1t/ixREKowqncvqMr0kzX/QvGIaTl8D8Y1QnGZw8vgEqLxs1CbuHVfVPqo4xYKZhcc6cmwn7SzG9eEpCDL9gGBafBkecrjrJwEU74flHVacQI1RXvIW3PLhLGrDCnD/vVgKmNGlEhoJhOP0SmHW46iQD17QdVv5NdQoxQjV0bWRL+yrVMQasMFDBefO+K818kblACC66Pn0K02veewPefV11iiGRl92ANxv+TCzVqTrGgJ067SqqCyfhM/2qowgvCYbgU1fC1ENUJxm4fzwGEe+dfBPet3Ln49iut24fMzD55OybKAxUYHp17ohQIxCCi78FNRNVJxm4v94PqaTqFGIEWrHjIdURBsxnBjl/3i0ELI/OMBTq+AJw+R1QUqk6ycDl6ayavGvUpJwkr+38g+oYA3Zo7SeZUXWMdL/F4ARC8MX/hsoxqpMMTLwbnn1QdQoxwnQnO3iz4S+qYwzYiVMuZUzxTDnKLgbHH0zfBOW1GwPbmmD506pTiBGmJbqVja1eu3nM4KyZ11ESHI1l+lSHEV5jmukTmFfc4b0bA7e9A2tfVp0i5/KuUbO+8RkiiVbVMQZkcvmhHDPxs3JtnshOIARf+gGEClUnGZiX/wjtLTn5qI0bN3LZZZexdOlSzj33XO666y7cA24Nueaaa0gkEtTX1/Pcc88BcMstt1BfXz+gX+ukk04iHpebq7zo9Z1PkHK89f/d/NH/xvzRp0ozXwyeaUJBMfzHbWB57OTuM7+DRE/OPu7ee+/lmGOOGfAz/PHHH+fZZ3P/ymRdXR1Lly7N+eeKwVux42G8Npvm2IlLGV92iDTzxeD5/FAxGj77TTAM1WkG5s/3gePk7OMGWycAli5dSl1dXdYZ8qpR47g2r+54RHWMASkN1nDWrG/IQ1Vkz7SgqAw+f7PqJAOTTMDffpv1x3R2dvLVr36VG264gfvvv5+HH36YDRs28OCD+5/YufPOOwkEArzyyiusWpV+9/zGG2+ktrY26wxCf/FUlDd2/Ul1jAGpKZrJSVMukyaNyJ7PD6MnwHlXq04yMF1t8OLjOfu4p556itNPP50//Wlgz4JzzjmHk08+OWc5hJ7ae3bxTvOLqmMMyLSKI1hU+wnZ9BXZC4Rg+kfglE+rTjIwuzbD6udz9nGDrRO5lFfn4t5u/gcd8UbVMQbA4OzZ38AyAqqDiHzhD8KEmXDkGfAvD30ZffUvcPIFWb269eyzz7J48WImTZoEgGVZ3H777axevZrzzjsPv9/P+eefz1133cXTTz/NvffeS09PDwsXLuS+++5j2bJllJWVcf3119PV1YXrutx+++2EQiGWLVtGPB6nvb2dL33pS5xyyik5+hsXw231rqeI2965bcxnBvnE7BukSSNyJxCChSfAG/+Ad1aqTpO55x+Bo8+GcFFWH7NixQomTJjAkiVL+PrXv84555zDAw88wBNPPIFpmixatIjrrruOv/3tb/z85z/H5/MxduxY7rjjDn7yk59QVVXFkiVLuPnmm1m3bh1VVVXs3LmTu+++mx//+McEAgF27txJU1MTt912G3PnzuXPf/4z9913H6Zpcuihh3LttdfS1NTEtddei+u6VFdX5+gfksiFV3c8ikvuduaHWoG/lNNmfFXqhMidYDjdqFn/CtRnfzJk2Pzlf9P1Lcs5fgerE0uXLmXy5Mls3rwZ13W588472bRpEz/72c8wTZPm5mYuuOACPvOZz+z9nK6uLm688Uba2toA+OY3v8nMmTMzzpE3J2pc1/XcaZrDxn6K8vBYLBkKKXIpGIZPXA4VNaqTZM5OwT//mNVHNDU1MX78+P3+XGFhIX6/n3g8zu9+9zs++clPAukmzmWXXcaZZ5653+7o3XffzUknncSDDz7If/7nf/Lmm2+yadMmLrnkEn79619z00038cADD2SVU6iTtHt4fWd2/54NtxMmf4GQL7svpkJ8SCAEF30j66bHsOrugpV/z/pjHnnkEc477zymTJlCIBBgzZo1PP7449x444089NBDjB8/nlQqxdNPP83FF1/M73//e4455hgikcjez3j22Wdpb2/n0Ucf5dZbb2XXrl17/1ptbS2//OUvWbp0KQ899BDt7e386Ec/4r777uP3v/89jY2NvPzyy/z617/mzDPP5P7775fmv0a64i2sb3xGdYwBOW3G17BM2fQVOebzwyXf8tarsi316eZSlg5WJwAWLVrE/fffz2mnncY999wDQGNjI3fffTcPP/ww9913H62tH4xg+dnPfsYRRxzB/fffz3e+8x2WLVs2oBx506jZ2Lqc1u5tqmNkrCI8nqMnfIaAFVYdReQjnx8+d5O33i999a+QGPzckNraWhoaGvb7c9u3b2flypVMnjw5o8/YvHkzCxcuBODII4/k7LPPprq6moceeoivf/3rPPjgg6RS3ropSHzgzYa/eOpGwPGlC5g76mTZJRVDIxCCC76mOsXAvPxkVj+9o6ODF198kd/85jd84QtfIBKJ8Nvf/pbvfe97PPjgg1x00UXU19fjui7f+MY3WLlyJRdddBGrVq3CND9YMm/atImPfOQjAFRUVDBlypS9f2327NkA1NTUkEgk2LZtG7t37947P62uro7t27ezceNGFixYAKQX/0IPr3nsRsA51ScytmSO3Bgrcs800zdAnX6J6iQDk+XGb291AuCII44A0s/szZs3A7Bw4UICgQChUIjp06ezbdsH/YgNGzbw2GOPsXTpUm666SY6Owe2Bs2bV59e3fGo6ggZMw2LT8y+QbrfYuhYvvQcguPOhX945PdGdxesfg4Wnzaon37iiSdyzz33cOGFFzJhwgSSySS33XYbRx111H4L7PeZpolzwNCxqVOnsnbtWmbNmsXKlSt54YUX2Lp1K+eddx7HH388jz32GH/4g/dulRPpGWZeuhEwYIU5a+Z10qQRQ8cfgFmHwYJj4c2XVKfJTNN22LAKZgyusfHkk09y7rnnct111wEQi8U4+eSTKSoq4uabbyYYDPKFL3yB1atXs3z5cr7yla9QWVnJt771Lf7+9w9O80yfPp0//jH9ZaCjo4MtW7bs/WvGARsk48aNY8yYMfzqV7/C7/fz+OOPM3v2bDZt2sTq1auZNWsWa9euHdTfj8itWLKLNR66EbAoUMkp074km75i6ARCcMzZ6Rqx9W3VaTKzcTU07YBR4wb103urE+Xl5axbt46amhpWrVrFtGnTAHj77bexbZtEIsF7773HxIkT937WlClTOPvssznrrLNobW3lkUcG9vZPXjRqGiPv0RDZoDpGxo4Yv4TiYDWmkTcHmoSOgmE4/WJ4e0V6cesF/3xq0I2aoqIibrvtNr75zW/iui7RaJQTTzyRqVOn8tprr33ox8+YMYO7776buXPn7v1zl19+OTfccANPPpnetb311ltZs2YNt9xyC/fccw9jxozZ+56p8Ja63a/SlcjN7WLD4ZSpV8riWwy9YBiWXAub1kKkXXWazPzzyUE3ah555BHuuOOOvf87HA5z6qmnUllZyb//+79TXl7O6NGjOeSQQ4hEIlxyySWUlZVRWFjICSecsHdX9YQTTuDFF19kyZIlVFVVEQqF8PsPfqKhoqKCiy++mKVLl2LbNmPHjuW0007j6quv5pprruH//u//GDducF8oRG691fScp24EPHPmdVhGXnyVEzoLhODib8GtF0PSA78/XDd9+vJTVw7qp/dWJx599FH+8Ic/cN999xEOh7njjjvYsGEDqVSKSy+9lPb2dq644goqKir2/tzLL7+cG2+8kYcffphIJMKXv/zlAWUx3APvrvWgv7/3Y9Y0/Fl1jIyMKpzKhQu+L7c8ieHhONC0Db5/WU6vrBtS//ljmDhLdQqRZx5b/202t324YaejKeWHc9as6+U0jRgeqSS8twbuuV51ksyYJtz0OyirUhahrq6Od955hzPOOIO2tjbOPPNMnn/+eQIBOSntZb9edSWt3VtVx8jIITWnc/zkz0tDXwyPRE96RtijP1SdJDPhIlj2YLrJlCNLly5l2bJlTJ06de+fW7FiBQ8++CB33nlnzn6dfXn+SEfC7uHt5hdUx8iIafg4e/YN8h6pGD6mCeWj4WOf6f/H6iLLd0uFOFBnTxNb2lapjpGRoFXE6TO+Jk0aMXx8fpg8Fw77mOokmXEc+NfTSiOMGTOGp59+mvPPP58vfvGLXHvttdKk8bidnW95pklTGhzNCZO/IE0aMXwCITj8YzD1ENVJMhOLwKrnVKfImudP1Kxt+Bt/fc8b3b1FY87mmEmflQerGH6JHrjlc9DZ2v+PVc0fhP9+GEKFqpOIPPHy1gf41/bfqY6RkZOm/AcLaj6OT2aYieHW3QU3X5iuF7orrYJv/S69GSFEDvx5w52sb/LGbU+fmvNtJpUtwjLltScxzFrq069AuR44pT9hFlzzY9UpsuL5Cre28a+qI2QkYBVw9MSl0qQRapgWnHWp6hSZScbhjX+oTiHyhOs6rGvK/krf4VASHMX80f8mTRqhhs8PJ52vOkVmOlrSQ4WFyIFEqpt3W7wxULumaCYTShdIk0aoUVwOh52sOkVmtr0Djd65EfpgPN2oaYvtpL7rHdUxMnLE+AswDUt1DDFS+fzpmz1GT1CdJDOveqMBK/S3vWMtXfFm1TEycsLkL0qdEOoEQnDi+VBUpjpJZlZKnRC58W7ry54ZIvyxaVdKM1+oEwzDJy5P3xroBR7/PuHpRs1bTc+rjpCRokAlC8ecJQOEhVo+H5zzFdUpMrN5PTTvVJ1C5IH1Td54R3lU4RQmlx8mu6RCLcOEMz6vOkVm1i5PzyEQIktveaROTKn4KOXhsRhya6xQyReA485RnSIzrz8Djq06xaB5+nf6W83eaNQcN+kSuYpbqGdaMHE2TJmvOklmZLdUZClpx9nY+rLqGBk5eeqVWDJoXqjmD8ChJ0PVWNVJ+peMw+oXVKcQHtcVb2FHxzrVMfplYHLKlCtkhIJQLxhOX1JSUKI6Sf86WuHd11WnGDTPdg92dr5FR0+D6hj9qiyYwPTKo2QBLvQQDMF5V6tOkZnXngFvzzoXitXtfoWEHVMdo18TyxZSXThJGvpCD6YFn7pSdYrMrPTG/Cmhr7ean8dF/8Go80Z/jJC/WHUMIdJMEz7+WdUpMuPhOuHZVaFXXns6ecrlWIYcZRcaKR8NhxynOkX/2ppgs/67XEJfXqgTBianTL1SdkmFPiwfTDskfQJTd1vWQ1uj6hTCw95uekF1hH75zSDHT7pE6oTQhz8Ii0+DihrVSfq3bjkkvDGD6kCebdRs2v2q6gj9Glsyh5rimZimDIcUGgmG4VNfSs8i0N07r6lOIDwqacfZ1rFGdYx+zaw+lsJAueoYQuzPF4BzPTLTTOqEGKSOniZaureojtGvRbWflJP5Qj+WBWddpjpF/5Jx2PSm6hSD4oFvah/WHN1CV6JFdYx+LR53gUxmF3oKhmHOYtUp+veuLMDF4GzveJOUk1Ado19Hjr9QdkmFfkwzfUtg7VTVSfonjRoxSJvb9P93xzQsDhv7KfxWSHUUIfZn+WDuEekru3Xn0Tk1nmzUbG7T/x92caCKCWXzZeaA0FOoAE65UHWK/m3fCNEO1SmEB3lhAV5TNJPiYJXqGEIcnOWDE89TnaJ/G1d7+lYPoY4X6sS0iiMxDTmZLzTlunD02apT9M+jDX1PdhG2eKBRs7D2LMBQHUOI3tVOhVETVKfom+vAhlWqUwgP2tym/783Hx13Lj5DTl0KTVk+OORY/W/2iEVg27uqUwiPsZ0k2zr0fx1i8fjzCfoKVMcQ4uACQTj2k+l6obOGLdCu/9s4B/JcoyZhx9jZuV51jD5Zhp9Dak6X156E3iwLTjhXdYr+ebQLLtRpi9XT3lOvOkafCvxlTKk4XGaYCb25LhxxmuoU/XtnpeoEwmN2dr5FUvNbAasLJ1MRHqs6hhB9My2Yf4zqFP3z4DgFzzVqtrWvwXZTqmP0aWb1sXKWRujP8sGhJ0NQ850aj75XKtTxwuuxh9ScJtfPC/0FQnDCv+s/fF7qhBggL9SJw8aegyk3xwrdeWWcgjRqhp4XHqyLx51PQI4pCi9wXfjoqapT9K2jBXZtUZ1CeIjucwdMw2JR7SfwWUHVUYTonz+o//D5be+kX4ESIkO614mQr4gZlUdjmdKoER5QPVb/4fMbVoHjqE4xINKoybGaohkUB6tVxxAiM8EwnHSB6hT982AXXKiRchJs71irOkafZDik8BQv7JY6Dryr/1wqoYeueAst3VtVx+jTvNGn4iKnLoVHeGH4fLQTdmxQnWJAPNWoae3eTme8UXWMPh0+7lx8hl91DCEyFyqEGYtUp+ibzB8QGdrRsY6UE1cdo0+Lx58nwyGFt9ROhepxqlP07V2pEyIzum/6Ahw+9hwCciW38Ir3h8+Hi1Qn6ZvH5l56qlGj+zFFy/AxpVyGQwqPCYTgsFNUp+jbpnWQTKhOITxA9zpR6C+nskDz29aEOJBhwEdOUJ2ibzKnRmRI9zoxumgaflOaNMJjbBvmHqE6Rd+kUTN0dL/taXzpITiaDzoW4kNME+YdlV6I6yoZhzr9r9EU6u3QvE5MrViM49qqYwgxMP4AHHay6hR9a2uCxm2qUwgP0L1OyGwa4UmhgvQlJTrb+jb0RFWnyJinGjWNkTrVEfo0q/pY/FZYdQwhBs4wYcIs1Sn6JnNqRD9sJ0VLdIvqGH2aM+pEAlInhBeVj4bSKtUp+uax3VIx/LriLcSSHapj9GlW9fFYpoxREB409ZB0Y19Xjg0b31CdImOeadTEkl10xptUx+iDwbTKIzF1v8JSiIPxB+CQ41Sn6NumdaoTCM21dm/F1vhUo98KU1M8Q3UMIQbHcdKnL3W2WeqE6Ftj5D3VEfpUGqqhwF+mOoYQg5NKwvSFqlP0zUPfJzzTVWiK6n2apqZoOqZ3/nEKsT/LBwtPUJ2ib41639Ag1GuMblIdoU+TyxZhO/o2koToU9AD88watqhOIDSn++n8aRVHqo4gxOAFw7DwRNUp+uahOuGZzoLuD9YZVUdjmRof9RKiPwXFMGq86hS9i8egTe9b34RaTZrvlM6qPkFuexLeNm5a+qZAXbXUgy3NUNE73Td+54w6Eb8VVB1DiMExTZh3ZHqkgq48tPGr8T/F/en+YJ1VdbwM/hLeZhgw/2jVKfrW4J2Hqxh+TRqfqDENi8nli1THECI7qSTM/qjqFL2zU9C8U3UKobEmjTd+w74SuRVQ5IdJs1Un6F17c3rz1wO806jR+MFaFqol7C9RHUOI7PiDcKjmx9rlRg/RC9d1aIpuVh2jV2NL5sptT8L7QoX63+ohDX3Ri+5kB12JFtUxejWl4qNye6zwPn8QFmg899J1PVMnPNGoSdg9tMXqVcfo1aSyhYCrOoYQ2aseC0GNX83wyINVDL+2WD1JW98dkqkVh+O3QqpjCJG96R9RnaBvHjrWLoaXzpu+ANMrj5JbAYX3WT6Yr/ngeY/UCU80apqjm3DTWuWQAAAgAElEQVRxVMfo1bjSebIAF/khGYdx01Wn6J2HBoCJ4aX767HjSuZjGpbqGELkRuUY1Ql6J3VC9KJR8zpRU6zx+kuIgSir1vuabo9s/HqiUaP7IOExxTNVRxAiN/wBGK/x9cHy6pPohd51wpC5AyJ/OLbmdcIbC3Ax/HQ+URO0igj7ilXHECI3EnGonao6Re88Uic80ahp1njugM8MUhSoVB1DiNzwBWD6IapT9K4nCu36vl8u1NG5TpSFxmh9KlSIAQmEYeIc1Sl617Qz3UwS4gA614nRRVNJOnHVMYTIDcvSu6EvJ2pypzPepDpCr0YVTiElD1aRT8ZrfkLMI11wMbx0rhM1xdNxXZljJvKEacK0BapT9M5Opq/pFuIAeteJGfhMuZZb5IlACKZqvPHb1giJHtUp+uWJRk0k0ao6Qq9qiqdjGnItt8gj4SIo0Pj4rUe64GJ4dWlcJ2qLZ8scM5FfRk8Aw1CdondSJ8QBYskuUk5CdYxejS+dj8/0q44hRO5MnKU6Qe9c1xPjFLzRqInruwAfXzIfvyUdcJFHdB8oLCdqxAHiqW6tb3waVzIX0/BEuRUiM44DVWNVp+id1AlxAJ03fQFGF01THUGI3CqpSJ+s0ZUHGvrarxwTdoy4HVUdo1c1MkhY5Bt/ECZo3AX3wINVDK+uhL5ziwxMKgrGqY4hRG65LkzQeP0jdUIcIKJxnQj7SghYBapjCJFbiR7Z+M2S9o0anU/TBKwwBf5S1TGEyC2fH6Zp/F5py07VCYRmdK4TFQXjcGSwqcg3gRBMnqs6Re+kTogDdGlcJ2qKp8u8S5F/fJrfJNusf53Qv1Gj8VHFkuBoebCK/FRVqzpB72IR1QmEZnTeKS0NjsaRG59EvjFNqJmoOkXvpE6IA+j8faI0VINlyHwakWf8AakTWdK+UdMV13cBXhSoxEVu8hB5qFDjk2KpJKT0HQgohp/OO6VFgUosw1IdQ4jcK6lSnaB3MX1fmRdqRDT+PlEcqJJBwiI/VdSoTtC7eLfqBP3SvlGjcwe8KFiJiSzARR4KBMHS+DazHv0frmL46FwnioNV+MyA6hhC5F6Rxg19DyzAxfDS+WbAstAYDBk4L/JRqTT0s6H9U0HnB2tRoAKfJQtwkYeSCSiuUJ2idx54uIrho/WrT6EaWYCL/BQMp1+B0lEykT59KcQeWjf0Q9WqIwgxNIrKVCfoXY/+3yU0rbAf0PmoYlloDKYcaRf5yLGhtFJ1it554OEqho/Orz6VBEepjiDE0EgloahcdYreSZ0Q+9B56HyRX+ONMSGyES4Ew1Cd4uA8cDpf+0ZNLNWlOkKvZAEu8pcBJTo3avR/uIrhE0t1qo7Qq6KALMBFnrJTmjf0pU6ID+j8fSLsL1EdQYihYaf0nXuZjKfzaUz7Ro3t6Ht0tSio8QJFiGxYPs0X4LJTKj7gOPoW2rBf0wWKELmgc0NfXpEVe9hOCjS9/MMy/FgySFjkq1RK7zqh+fcJ7Rs1jqvvArxAFuAiXwWCUKbxO9OyABf7sDWtE6Zh4bdCqmMIMTSkoS88QtcaAelTlylHbrIU+crVu05o/n1C+0aN7dqqI/TCIGAVqA4hxNCpHKM6Qe9kAS72oWtDv8Bfhi0LcJGv/AG9b/SQOiH20LVGABQGKnC0/a4jRJZMS07UZEH7Ro2j6atPlmGh6zFKIXIiEFadoHeaP1jF8LI1ffXJZwZxXEd1DCGGhmGmb37SldQJsYeuNQLAZ8rtsSKPmVb6lL6uNJ9lpn2jRtcTNabhw3WlUSPymKXxjWayABf70HU30pJbAUW+szSeraH5kXYxfHQ+UWMaPtURhBg6hpFu1uhK8+8T2jdqdH24moaFKydqRD6zNF48aN4BF8PHcW1c9Dy1YsjJS5HvdK4TcakTIk3nGTWmYQKaXl8sRC5o3ajRu05o36jR9eFqGhbIiRqRz3RegGv+YBXDR9fTNACW4ZM2jchvUieEB+hcJ0zTJ20akb9MU07oZ0H7Ro2u164ahiEnakR+MzReOuicTQwrXWsEAIbsk4o8Z2q8jJQ6IfbQuU4YUiVEXjPS88x0pXM2PNCo0fVEjePaGLIIEPnM1vP3HpC+bUQI9K0RgAwSFvkvpeeFDwD4pE6INL3rhC3bviJ/uY58n8iC9o0aXY8r2q4tXXCR3xw9f+8BsgAXe+k6xwz0ziZETmh8UkH3BbgYPjo/i9PZpFUj8pTryveJLGjfqPGZet4o4Lo2hubHpYTIitYdcI2v+hPDytL4atP0RoM09EUeS0mdEPrT+Qpsx7WlTyPyl+vo3ajRvKGv8RS4tKCviIQdUx3jQ2wnJSdqRH4rCMCcKZB0IeVC0oZkChJJSMQhHodUQk02v54NXDH8glYB6WaIfitdx0nJK7Iiv5UXwOwpe2qEs+eP5J46kYBEj7rXo3xSJ0Ra0CpUHaFXtpOSfr7IX4YBo8v2rxOJPd8nkol0nYj3qNsc1rxOaN+oCVlFdNGsOsaHuDiknCR+S3ZsRJ5ylsOYn/fzgyxwS8AoAacIKASnANwQOCFwAmAHwPFBygLbhBQHaf68/7DOsPmj+VFFMXwMwyRoFRC39Zvc353qxDL0XgQIMWh2HMy/Qm0/dcL1gVEKbjFQBE4hULCnRrxfJ/xg+8C2IGXs+cNN14pkap9NggE0fzTfKRXDJ+QrUh2hV7FUJ4b+LzgIMThuDIJ/gNrH+vlxAaAEKN5TKwo++D5hB8EJguPf813iwO8T+zZ/kunGTyKeWfNH8zqhfaMm6NO3Cx5LdeK3qlXHECL3nATENmfwA20w2oC2D16kzHq9YYFbSvphvW/zJ7znQR2AMRpf9SeGXdBXpGWjJmnHcJGBwiJPOXGI1/f/44wU0ApGa/p/v//4zuYx7gbAKN6/+eMesElQKV9+RVrAV4CBqeXzOBLfjaXpmAchsudCTyZ1IgG0pP94/4TZ+4/wwf72eL/5s3czuWD/zWQ7AMV6f5+QRk0Wook2SoLSqBF5yIln9mAdEjYYu4HdH35Yv6/0Y8OcSegs5CukM646xcH1JLsoClaqjiHEEHDU1QkjwUGbP/sq/vxwJhKaC/oK6Ul1qY7xIXE7IqMURP4yfIrrxJ7mT2+byYXfHt5MA6T9dkNQ4+OKXXH9XskSIidcW2GjJgO+MtUJhEa0bugn21VHEGJoGJbUCeEZOteJnlREdQQhhoYZgvgu1Sl6p3md0L5Ro/N7pe09Gv+LJ0RWTL0X4H69H6xieOlcJ6ShL/KW7gtwqRNiHzrXie5km+oIQgwNpyc9TkFXmtcJ7Rs1Ok9q74q3kLQ1PW8vRDasUGazB1TR/MEqhlfQ0ncB3t7ToDqCEEPDTYHdrTpF76ROiH3o/X2iVXUEIYZGokV1gt6ZwfT3HY1p36gJaXxUMZJoxXEVXScmxJByQcN3ufcKjlGdQGhE5yPtnfEmUjrvJgkxWAmNv1wafghUqU4hNKLzKIUOaeiLfKXzqUsPfJfQvlGj8wI8kmjFVR1CiKGQ2K06Qe8MP4T0f7iK4aNznYgmWrEdaeiLPBTX+MtleBwY2i9xxTDSeeO3M96I7WRw5bwQXhPbpjpB78ITVSfol/ZVLOwvVR2hV13xFixD+4uzhBg4nefThMfLAlzsJ+wvUR2hV+kj7dLSF3moe7PqBL3zwAJcDC/d60RKGjUi37g2RDeqTtG7Av3rhPbfdspCNaoj9Cp9osZRHUOI3HIdaFuuOkXvZAEuDlCm8Qmr5u4t+Myg6hhC5JYdg7Z/qk7RO6kT4gA614mmaB2GIVd0izyTikDH66pT9M4DdcIDjZoxGBrHbI5uUR1BiNxKRfRu1BRMUp1AaKY8PFZ1hF4l7Zjc6CHyj5OA9tdUp+hdeJLqBEIzOteJ3bGdmIalOoYQuWX6pU5kSd8OyB6W6ac0NFp1jF5t73gTx7VVxxAidwwTOnR+sOrfARfDqzQ4Cp8ZUB2jV7u6NqiOIERuWQXQ+YbqFL3zwJF2MbwqNG7UgEtr93bVIYTILScFPTtUp+idB+qE9o0a0LsLvqtrA0m7R3UMIXLHMCFapzpF76RRIw5gGCalGh9r396xlqQdVx1DiNzpqdf7am6pE+IAhYEKAlaB6hi92tGxDseVcQoij3SuUZ2gbx6oE9KoyVJDZIMMFBb5pWs9Wg8/9cCDVQy/inCt6gi9aohsxHHl5ieRR9r/pTpB36ROiIMo17hO1He9TdKOqY4hRG44SWh9XnWKPhgQGq86RL880ajR+bhiNLGblCuT2kWecGxo/YfqFH2TBbg4iPLwONURetUc3SwDhUX+SHVD64uqU/TBTN8OKMQBKjSuEw2RjTKnRuQPuxvaX1WdonfBGrD0X5d5olGj84kaSC/ChcgLdgTaX1GdondWkQwTFgelc51IOXG6Ei2qYwiRG25S7zlmhdNB45lVQh2d60RHT4PqCELkjhnUu04Uz1OdICPSqMmBbe1rsB051i7ygOGD9pWqU/Su5JD0DB0hDqDzyUuAXZ3vqI4gRG5YYb1nD5QuUp1AaErnV58AmqNbVUcQIjfsKMQbVafonUfqhCe+8RQHqrQ+Nr6jcz0pRwZFijzgxCG2TXWK3pUuVJ1AaEr3hv6W9tUkZP6AyAfRDenruXUldUL0QudXnwC2tL9OypFxCiIPtC1XnaBvHqkTnmjUGIahdRd8Z+d6ea9UeJ9jQ8PjqlP0zSMdcDH8CvylhHzFqmP0atPuVzFl8LzwOrsHdvxWdYq+SZ0QvdC9ob+xdbkMnhfel+yEnb9TnaJvJd6oE55o1ACMKpyiOkKvHNdmS/sq1TGEyI4dgfqHVKfomyzARR+qCyerjtCrWKqT3d3bVccQIjuuDQ1/UJ2ibx5ZgIvhF7DClIXGqI7Rq+boZlI6n1YTIhNmEJr+T3WK3vlKoHCa6hQZ8UyjZlzJXNUR+vR20wvEU1HVMYQYPNOv941PZhCK9H4OCLV0rxPrm54jactrssLDkm3pV590FZ4EgXLVKYTGxmpeJ95t+SeOY6uOIcTgda6GVKfqFL0r+QgYhuoUGfFMo2Zsqd7TmTe3r8Iy/apjCDF4zX9P3+ahq+J5YMqrI6J340r1XoC/t/tfqiMIMXhOEuofVJ2ibx6ZOyDU0b2hv6HlnySdHtUxhBicVBR2/EZ1ir55qE54plFTER5Lgb9MdYxeJe0YjZH3VMcQYnC88D6pvPYk+jGmeLbW88I6ehro0XmXSYi+2DHY9ZjqFH2TOiH6oXtDf0fHOq3rmBB9MixofFJ1ir55qE54ant6bMlcNra+rDrGfkoCxcyunEJVCIzkK9jOFCwzpDqWEANjBqH5z6pT9K30MNUJhOYCVohRhVNpiOj1akZlqJJZlRMoDyTp6fkXhYHTZbCw8CAH2leoDtE3qROiH+V7Nn67k+2qo+xnTGEN08trKfHH6I6vobRgsepIQgxcbCv07FSdom8eqhOeWimOK5mjRaOmOlzFjIoJlAfi2PYOYBOODV2xVmoqlqqOJ8TAdbwGqS7VKfpWdZLqBMIDxpbM0aJRU1s0hulltRT7o9h2PfAetg2dMYuK4o+BNGqEl7gONPwRcFUn6Z3hh4pjVKcQHqDLxu/EkglMLaumwOrAthuBjdg2dET/SVFoPpZZoDqiEJmze2Cn5rcCBmugeI7qFBnz1EpxrMLjiuOKxzKtrIYiX2TPojv9MN1XyukgkdxFKDBBSUYhBiUV0f990vAkz0xoF2qNK5nL6/VPKPm1p5ROYnJpJWGrHdtuAjZ8qE70JDbhyvWrwmtSEf3n05QfCb4i1SmEB4xT1KgxMJlePoWJJaUEjRZsZzfQ9qE6Eel5E0Oa+cJrXBt2Pa46Rd+qTlGdYEA89RQYVTiFgBUmYceG4VczmFo2mUkl5YSt3dh2C9D5oYfpgVq6nmZM+SVYZngYMgqRA4YJ9b9XnaJvHnuwCnWGs6FvGRYzyqcyvriYgNGE7bQCrf3Wid1df6Wq5GxMMzAsOYXImhOH5r+pTtE3qRMiQ8M5p8Zn+JldOY2xRWEsGnCcRnAbsfs4nOa6cTq7X6Wk4EiZVyO8o7sOIm+pTtE3j9UJTzVqTMOitng2W9pXDcnnW4aPmRVTGVdcRIBGbKcZaO530b2vzui/GFN+yZDkEyLnnGR6iLDurz1Vf0x1AuERBf5SKsLj2B3bMSSfHzADzKqcRm1hCMutx3F3gburz0X3gdoif6eq9OwhySdEzqW6YdP/AI7qJH2TOiEyVF04eUg3fsO+AuZUTmV0gQ/D2YHj7gBnYL+DWjufpiR8eHo4qxC6S3bCe99TnaJ/HqsTnmrUQPq90lw2agJWkDmV0xhTEMB063HcenBgAL2Z/bgkaYs8S0Xxv2Eacl230Jyb3LMA15kJVSerDiE8ZFzJ3Jw2agp9hcyumsKosAXODlx3+4AX3ftKOR1EYmsoDh+KYXjm8kUxUhkGbPu56hR985dB2eGqUwiPGIqN39JgKbMrJlMZcnDt7bhswbUHP9WpJ7mFRKqBUGBizjIKMXQc/W8FLJoDoVrVKQbEc42a8aXzsv6MIn8xcyonUx02cJ0duO62rBbdB9rd9Rcqik4FI0cfKMRQ6VwLkbdVp+hb6UIIVKpOITxkXOl83mz8a1afUR4qZ1bFJCqDKWx7O+xZdOdKS+eTFIXmYxhyS6DQmJOChicg2ao6Sd8qT5STB2JAxpfOz7pRMypczYyK8ZQFevZcLlKHk8M60dz5BLUVl8k4BaE3OwZbfpze/NWZx07TgAcbNbUlswn7SoilOgf08/a9HjX9MN2c04fpvpJ2C93xtykMzZfdUqEvrxxTrPLeg1WoNbn8MEzDwhlgZ6WmsIYZe65Hte2dvH9T01CIJTaStHcTNL21uyNGGCcOdd9XnaJ/UifEAE2p+Cgvbf3fAf+8CcXjmVI2iiJfF7a9i4NdLpIrnd2vUlvxhaH5cCFyactPVSfonwfrhOcaNaZhMaXio6xveqbfH9vb9ajDoaXzScLBGViGdMGFppw4ND2tOkX/PNgBF2qF/cWMK5nHto41/f7Y3q5HHQ4tnX+kpvxi2S0V+uqug87VqlP0T+qEGKDqwkmUhWpp76nv88cZmEwrn8zE4jJCZuueofHtw1QnbFo7/yLD54W+HDs9aD6+S3WSvhl+qDxedYoB81yjBmB65RG9NmoyuR51OETj67GdqCzAhZ5S3bD5TnL6LsdQ8JVC+dGqUwgPmlZ5xEEbNZlejzocOrqXU1N+8fD/wkJkIuWRU5eFM6BwmuoUwoOmVR7Bazs/fJ2wz/Axs3Ia44oK8dGA4zQBTdgK5mnL8HmhNScGdXeoTtG/yuPBV6Q6xYB5slEzsWwRPjNIyokP+nrU4dDS+UdGl30Gy5QZBEIzXhgOCVDzKbCCqlMID5pWeSTPbboHGNz1qMPBdfcMny86VXZLhX5cDwyHBKhdojqB8KjplUfubdSEfGFmV06lpsCP6ezEcXfmdH7lYL0/fL4ovEiu6hb6ie+CtuWqU/TPo3XCk40avxXkmPEfJ2RsH/T1qMOhPfICo0rPA6RRIzRix2DrPZBoUZ2kf2MvVJ1AeFRJsJqjx51Eqb9t0NejDoeWziepKDpFdQwh9peKwLs36T8cEqROiEGrLZ7FEbWLqQz27LmpaSvY+tWJxvbfUxQ6RAZmC72kuuCtr6lO0T8zAGPOVZ1iUDw76XZ6xXwMZyOOG1UdpVcuSRra7sd2YqqjCPEBNwUbb1adon+BarmWW2RlesUMXPs9HLdHdZRe2U4nLZ1PYTv6ZhQjUKor3dDXXckhUDRLdQrhUYZhMrVsPI69CRd9m5KJVD2d3a/geKFxKkYG14Hoe9D4lOok/av+OPjLVKcYFM82aorDh2J6YFBvR/c/SdkdqmMIkZaKwIb/hmS76iT9G3Oe7B6JrJQWHAUYqmP0q6XraSClOoYQaakIrL/KG6dpauU0jchOaaE35uA1dvw+/eVYCB04PbD2CtUpMuPR157Aw40a0wxQHD5UdYwMuOxq+xWO7JYKHdjdsOVHqlNkxsMPVqEHv6+SgqD+u+2uG6ex7fdy+lLoIbYVdj2qOkVmpE6ILBUEZ+C3RqmO0a+U3UZr119wnLjqKGKkc5LQ+gK0r1CdpH9WAYz27jBuzzZqwDtd8GjPm/Qkt+JKJ1yolIrAW19NX8utu9B4qDhGdQqRB0oLvFEn2qLPYzv6vsorRohUFNZeqTpFZsqPhIKJqlOIPFBaeKTqCBlp6XwCFw1uSxEjm5uC9f+pOkVmRp8NvkLVKQbN042aotACLLNYdYyM7Nr9a1wvHCMW+atnF+z8neoUmak9P30zlRBZKilYjIEXXqFz2NX2K5lVI9RxbGh/BXa/qDpJZuQ0jciR0gJvbAw5boym9gfl9KVQx+6Bnb+F6EbVSTLj8Trh6UaNYViUFByhOkZGepJb6Op5A9eVOQRCgVQE1l0JaHY1Wm/Gflp1ApEnfFYxhaEFqmNkJBJbRSJZL6cvhRpuHNZ9RXWKzBg+GHO+6hQiT4QC4wn6J6iOkZHdkWdlnIJQx7XhnRtVp8iMvxxGnaY6RVY83agBKC86SXWEjDW23Y/rypFFMcycJHSshpZnVCfJTNliKF2kOoXII+VF3rk9bFfbL+X0pRh+diw9lybytuokman5FIRqVKcQecQ73ydsmX0p1EhFoe77kGhWnSQz47+QvprbwzzfqAkHJlMYnKs6RkaSdguNHQ/J0XYxvJw4vHGR6hSZm+SRHV3hGcXhRQR8Y1THyEgsUbdnXo0HZkmJ/GFHYd1VqlNkTuqEyLHywhOwTG/MsuiKrSQaf0uu6xbDx3WgZwe8d6vqJBkyYZJH5q31wfONGoDKkjNVR8jY7q4/E0/uwJFXoMRwSEXSi+/YNtVJMhOsSc+nESKHDMOksvh01TEy1tj2ALbTKa9AieGR6oZVSyDVoTpJZko+ApXHqk4h8oxphigvOkV1jIztbL0b102ojiFGCqcHXv938EpzcPSZUDBZdYqs5UWjpij0EYL+capjZMhlR8sP0xOzhRhKTiJ9dd6OX6tOkrkJ/wGmX3UKkYfKCo/HMktUx8iIS5LtLXfKK1Bi6NndUP87aHlWdZLMyWkaMUQqik/DwKc6RkZsp4udrT+VV6DE0EtFYON3oWud6iSZm+yhE6J9yItGjWEYVBafoTpGxpJ2M7va/lcermJo2TFY/RnVKTJn+GHi5apTiDxlmgEqij6mOkbGehKbaO36P3lVVgytZBusv1p1isz5K2XYvBgyfquM0kJv3AAF0BV7nc7YKhxHTtaIIeKkIFoH792uOknmiuZAlXdmE/YlLxo1AKWFx+Izy1THyFh79HliiTp5BUoMjVQE3rwU4o2qk2RuzHkyHFIMqYrif8MwvDNYrrnjUVL2bnkFSgwNuxtePz/9n14x4VKwQqpTiDyWHqdgqI6RsV27f47jSkNfDBEnDqv+HfDQOmTSl1UnyJm8adSYho+K4n9THWNAdrT8SI62i9yze9I3PO16RHWSgZksx9nF0PJZJZQVHqc6RsZcbLa3/I/UCZF7qShsvQfalqtOkjnDyovhkEJvIf84ikKHqI6RMceNsaPlLhwZQC9yLRWBd66H6Huqk2TOVwrjPqs6Rc7kTaMGoKL4Y5hGUHWMjKWcdup33yuvQIncsrthzRdUpxiY0sOh/AjVKcQIkB4q7J3d0nhyB80dj0udELnjOpBogne+oTrJwIz+JITHq04hRgAvXVICEI2vo6P7n9KsEbnjJKFrLWz5ieokAzP+8+Dzxu1tmcirRo1lFlFWeKLqGAPS2f0vOrr/JXMIRG6kovDaJyG5W3WSgZn+TdUJxAgR9NdSHD5UdYwBael6ku74RplDIHLDjsKrZ6SPtHuGAdNvVB1CjBBFoXmE/N66MWZX230kUk04joxUEFlynfQtgK+dA7iq02TODMHUa1WnyKm8atQAVJacjtf+tup3/4J4chuOHG8X2UhF00Mhd7+kOsnAlB4ONWerTiFGkMpib+2Wgsv2lv9Hym7DcW3VYYSX2d3pK1Yjb6tOMjA1n4LShapTiBGkssQ7l5QAuG6SrU234LjdMtdMZMeOwSsfg3iD6iQDM/FyCNWqTpFT3upoZCDgG0VJwUdVxxggm61Nt2PbnfJwFYOTisD2X8D2X6pOMnAz/1t1AjHCFIZmEQ5MUx1jQBy3hy1N38GVoZFisFIReOcGaP6b6iQDZMKMm1WHECNMacGR+K1K1TEGJOW0s7XpVlxXTl+KQUpF4Y2LoPMN1UkGxiqEaderTpFzedeoAS/uloLjRtnS9F0c10tHkYUW7Bi0rYD1X1WdZODKj4ZRH1edQoxAXptBAJC0W9jadLvMIRADl4pC/cOw+Yeqkwxc7QVQMk91CjHCGIZFRfFpqmMMWE9yCztafyJ1QgxcKgJ1t0HDE6qTDNykL0NwtOoUOZeXjZqC4DQKQwtUxxiwRGoX25t/IA9XkTknBT316bk0Xro6730zv6s6gRihSsIfJegfpzrGgMUSG6jf/QupEyJzdg90roG1/6E6ycAZFsxYpjqFGKHKi07GZ5aqjjFgXbGVNHf+UeZfiszZ3dD0Z9jowXW5rwSm/pfqFEMiLxs1AGPKPwdYqmMMWDS+nob2++WGD5EZuwteOQnsiOokA1d5ElSdoDqFGKEMw6Sm/HOqYwxKR/dL7I78VRbhon+ODYlmWHkGuB4cMjp2KRTNUJ1CjFCWGWZU2RLVMQalpfNxIrE3pKkv+uckILIh/cqTF03+TwhUqE4xJPK2URP0j6Wi+FTVMQalLfIM7dGXpFkj+pbqTt/cEdumOsngzPyO6gRihCsKzac4fLjqGIPS2P57uuNvyyJc9M2OwisnQ7JddZKBM/ww41uqU4gRrqzwBMKBqapjDMrO1p8QT+2Sy0pE75wUJNtgxanpho3X+MthigdHP2Qob6nSmWMAACAASURBVBs1AKNKz8Py4JFFgF1tv6Irtlp2TMXBpaKw6nxo+5fqJINTfRpUHKU6hRDUlC/FMPyqYwyCy/bm/yGW2CLNGnFwqS5YcQpEN6pOMjjjPw8F3roiWeQfwzCoKb8YMFRHGTCXJFubvkMy1SLNGvFhjg2pdnj56PTJSy+aci34vfldPxN53aixzAJGl12gOsYguexovWvPsUVp1oh92N2w+kJo+pPqJINjBmDu/6hOIQSQvimwqvgs1TEGxSXJ1ubv0pPcKs0asb9UJH29avtK1UkGx18upy6FNgqC0ykrPFZ1jEGxnSibG2+SZo3Y394mzVHQXac6zeAUTMnr0zSQ540agLLCEz17ZDHdrPkhkZ610qwRaXY3rPo0ND6lOsngTb4GimapTiHEXlUln8RvVamOMSium2RL03fpSW7D8eKxZZF7qUj6GHv7CtVJBm/mdyFYrTqFEHuNLvs0phFWHWNQbCfC5sZvkUq1SrNGgOtAqiN9ksarJy4B5t4FVkh1iiGV940aLx9ZTHPZ3nInXbHV0qwZ6eworLoQGv+oOsnghcbD9JtUpxBiP6YZYHS5R4foAa6bYEvTd4klNsvJmpHMdfa87nSqd1+LBSg9FCZerjqFEPvxWWVUl56rOsag2U4XmxpvIplqxnGlqT9iOSlI7k6fpIm+qzrN4I0+G0afoTrFkMv7Rg14+8himsOO1rvo6P6XzKwZqVJRWPlJaHxSdZLszP3/wFeoOoUQH1JacASFwbmqYwya68bZ2vQduuPvSFN/JHIdSHXC8uO83aTBhHk/BWNELE+Fx1QWf5yAr1Z1jEGznS42NXyTeLJemvojkZNMz6J56XBvN2nMMMz9oeoUw2LEVMJRHj6ymOZSv/se2iLPyiJ8JNl3h7TlGdVpslP9cRhzjuoUQvQqffrSu2XRJcXW5juIxNZInRhJ9u6QHgmdb6hOk50JX4Tyj6pOIcRBGYaPMeWfUx0jK47bzebGb9OTlEH0I4qTgJ4d8NKhENuiOk12pt8IBZNUpxgW1rJly5apDjEcLDOEYVhEe9aqjpKVaM+buG6KguBMDMOnOo4YSnY8fWXeKydBx2uq02THDMJHn4ZAheokQvTKZ5Vi253EEh4drAeAS2dsBT6zlJB/gtSJfGfH0ovv5cd4dyDk+wJVcNgTYHl5U03ku4C/hp7EZhKpXaqjZMGmI/oyQf94Ar4qqRP5LhWFrrWw/ARINKlOk53CGbDwt2BYqpMMC+9uHQ5CZfFpnj6y+L7WrqfZ1vx9bKcbx7VVxxFDIRWFztXwj7nQuUZ1muxNvQ4Kp6lOIUS/RpWdh2UWq46RJZeG9v9l5+57cJw4ruuoDiSGQioCzX+HFxdAbKvqNNmbdZs084Un1JR/FsPwq46RFZckO1r/P5o6HpGTNfksFYUd96cHBydbVafJ3rwfp2+PHSFGVKMmH44svi8aX0fdruvSQ8Hkpo/8korCjvvSO6SJFtVpslcwDaZ9Q3UKITJimUWMKluiOkZOdHYvZ3Pjt7CdTrnpI9/Y3fDerfDaJ9L/3evKj4bxn1edQoiMBHyjqSw+U3WMnGjt+hPbmu+Qzd98lIrCui/BuivATalOk73aJVD9MdUphpXhuq6rOsRwq2+9l7boc6pj5IRhBBlX+RUKQ/OwzPy+oizvuU76GPvaK2Dn/arT5IZhwZEvQsVRqpMIkTHXddnWfBuRnjw4zQZYZjETqr9OyD8BU+qEtzk2OFF4/Txo/pvqNLlhFcJxb8ipS+Epjptkc8NN9CS3qI6SE36rmomjbsBvVWCaQdVxRDacRHq4/IqPQ8frqtPkRnAMHL8WApWqkwyrEXWi5n015RcT9I9XHSMnXDfO9pYf0NLxBzm66GVOPH16Zvmx+dOkAZj6X9KkEZ5jGAZjK7+EzypXHSUnbKeLzY3LaIu+IEOGvcyOpV9xenFh/jRpAOb8QJo0wnNMw8+4qqswjfxofiftZuoariPSI8PoPS0Vhc618MLc/GnSACz4xYhr0sAIPVED0JPcwaaGG3Hd/GluFIYWML7qGgzDjymDwbwjFYHIW/Dqmelr8/JFyUfgmFfB9PZ73GLkivSsY2vTLUD+lMnSgqOprbgUDD/mCBnGlxdSEWh9AVYtATuqOk3uVH8cFv9ZdQohBq09+iI7W3+qOkZOVRafyajS8zAMP4YxIvf0vSkVhfrfwdor8+NVp/dNuBQW3Ks6hRIjtlED0BZ5jvrd+fV/vM8qZ2zFFYSDM+RVKN05qfRJmg3LYNP/AHk08NMMwTEroWSe6iRCZKWp/WGaOx9XHSOnAr4xjKu6ioBvjNQJ3Tnx9DH2dV+GHb9RnSa3AlVw3BoIef+SBzGy7Wz9Ke3RF1XHyKlQYArjK6/GskqlTujOjqVnlb3xWWj6P9VpcqtwOhy7CnxFqpMoMaIbNQDbW+6is3u56hg5V1JwJLUVl+45XSMnGrSTikDkbVh1ofevVD2YeT+BSVeqTiFE1lzXYUvTd+iOv606So4ZVBSdyuiyCwEfpimnMLWTisDul2DNJRBvVJ0m9w5/Ckbnx0BWMbI5Tg91DTeQSNWrjpJTBhZVpedSVXyGnK7RVSoKux6F9Vel59LkEzMARy2HskNVJ1FmxDdqbCfGpobrSaTybxFkmcXUVlxKUWiBDJDUhZNI//HWf8G2n5FPr1TsNfoTcPgTqlMIkTPJ1G7qGq7DdrpUR8k5v1XF2MovEwpMkl1TXdg94PTAm1+EXY+pTjM0Jn0Z5v1IdQohcqYnsZVNjd/EzcMb9oL+cYyrvBq/r1rqhC7sbkh2wOrPQOvzqtMMjdnfh6nXqk6h1IhvjVpmmHFVV2OQf7uJttPF9pb/YXvrXaTsiFzjrVoqAm3L4YXZsO1u8rJJExoLh/xyUD91xYoVXHPNNfv9uR/84Afcd999/PjHP+715z3++OP84Ac/GNSvKUQm/L4KxlZerjrGkEjaLWxpWkZD26+xnZhc461aKgqNT8NzU/O3SVM8P70AH4QVK1Zw5JFHsnTpUpYuXcr555/P/fcPfgD/iy++yPXXXw/Al7/85UF/jhChwERqypaqjjEk4skd1DVcR0vHYzhOXK7xVs3uhu2/guen5W+TpvpUmPK1Qf3UfevERRddxJIlS6irq+P666/nsMMOI5H44Pvw+vXrmTlzJitWrABg48aNXHbZZSxdupRzzz2Xu+66C5VnWvKvOzEI4cAURpd9mob2PHv/e49IbBUb67/CmPJLKClYjGH4MGSI5PCxu9PzaNZ9CXb+VnWaoWMG4dDHcj6VvaSkhIsvvjinnynEQBWHD6Wi+DR2d+Xn4NP26D+IxNZQW3k5hcFZGEZAjrkPp1QkPWdgzeegKT//HQPAXw6HPQ7W4HfljzjiCO68804AEokEH//4x/nEJz5BSUlJVtH62hAQIhMVxacS7VlHZ+xV1VGGgENL11N0xlYytvLLBP3j5HTNcEt1QaI1PTah/RXVaYZOeBIsfAAMY9AfsW+d+Oc//8kdd9xBeXk51dXVvPjii5xyyikAPPXUU4wfn74JurOzk69+9av86Ec/YtKkSdi2zdVXX82DDz7IhRdemPXf1mBIo2aPypLTicbX0xXLo6vM9uG4MXbu/iktXU9TU7aUguAMed90qNkxcB3YfCfUfT//3h090Px7oHzxkHz0Nddcw5133skjjzzCAw88QGlpKX6/n9NPPx2ANWvW8PnPf57du3dz4YUXcsEFFwxJDjGyjS77DN3xd+lJbFIdZUiknHa2Nd9GQXAmNWUXE/DLsOEhl4qmb+fYcDNs/Wl6eHC+MixY9HBOr+KORCKYpsmuXbv40pe+BEBZWRm33norb731Fj//+c/x+/3s2LGD008/nSuuuIK6ujpuuOEGwuEw4XCY0tJSAI4++mhefvllli5dyqxZs9i4cSORSIQf/vCHjB07lp/85Cc888wzVFRUEIvFuPrqq1m8eGhqnvCu2sr/ILZrM0k7j27x3Eci1cDmxm9SFFpITfnn8FmlWGZYdaz89n4j/+3/gp33Qz6faLIK4fA/pofN50hnZydjx46lu7ubM844g6effppTTjkFx3FYv3498+fPB+DZZ59l8eLFTJo0KR3Fsrj99tvx+9XNepVGzT5qKy6nruE6UvZu1VGGTDy5ja3NtxAOTKOm/HME/eNlIZ5rdhxwYNvPYcN/Q7JVdaKhN/kaGP+5rD/mlVdeYenSD44Ob9++nauuugqA3bt384tf/IInnniCQCDAZz/72b0/zufz8ctf/pKdO3dy2WWXSaNGDAnT8DG+8irqGr6B48ZUxxky3fF32dT4DQpDCxhT/jl8VoUsxHPNjqUX23XfT9/6Z0dUJxp6s/8fVJ+S9ce8XycMw8Dv93PTTTdx0003ceuttzJt2jQeeeQRfvGLX3DUUUdRX1/Pk08+SSKR4Nhjj+WKK67ghz/8IVdddRVHH3009957L5s2fbjxumDBAm688UbuvPNO/vSnP3Hcccfx0ksv8eijj5JMJjnrrLOy/vsQ+ckyCxlXdRWbG5cB+fuFOtKzmvd2vUFJwRHUlF2EaRZInci1VBTcJLx7E2y7Nz3jMq8Z8JHfQMmCrD/p/TqRSCR49913ueeee/jDH/7AggUL+Pvf/053dzdvvPEGixcvpq4ufalLU1PT3tM17yssLMw6SzakUbMPn1XMuMqvsKXpu+TzwxUglniPzY03URicR0355/D7quQBmy0nkV5473wQNnwTevJr+n+vqk+FOYObN3CgfY8qAvvNntm2bRtTp04lHE7/e7pw4cK9f23OnDkYhkF1dTU9PT05ySLEwQT8NdRWXMqO1rtURxly0Z43eW/X1ygOH05N+eewzEKpE9myewAHtvwU3rsVkm2qEw2P8ZfAlKtz8lEH1gmAr371q9x8880AJJNJJk+eDMCMGTPw+Xz4fD5CofSm1MaNG1mwIP1FYNGiRQdt1MyZMweAmpoaWlpaqKurY/78+ViWhWVZzJs3Lyd/LyI/FQSnM7psCY3tD6iOMsRcOrv/RWf3CsoKj2N02acxjIBsAGcr1Q3YsPF7sOWH6REKI8GMb8OYc3LyUfvWiU2bNrFkyRKOOuooAE466SSeffZZli9fzhVXXLH3x9XW1vLWW2/t9znbt2+noaGBww8/PCe5BkreezlAYWg2tRVfVB1j2ETj66hr+Do7W39MItmI7cRwXUd1LG+xe9K7ow1Pwj/mwZufHzlNmsLpsOih9JH2ITZhwgQ2bdpET08PjuPw5ptv7v1rRhbvsQoxUKWFR1Fdcq7qGMOmK7aSjfVfYVfbr0jZ7dhO/p4mGjJ2d7pO7PhfeG4KvP31kdOkKT8K5v9sSH+JyZMnc/vtt3P//ffz9a9/neOPPx44eG2YMmUKq1evBmDdunUZff60adNYu3YtjuOQSCQ+tJgX4kBVJWdRVniC6hjDxKE9+gIbdl5JU/uD2E5U6sRgpCLpUzSb74JnxkPd90ZOk6bmHJj+rSH56Kqq/V+jOuuss3jiiSdobm5mwoQJe//8iSeeyEsvvcS2bduAdNP/tttuY8OGDUOSKxNyouYgyotOJJlqobkzT29cOIiu2Ot0xVZRGJpHZfGZFIZmgwumGVAdTVuOE8OwExhb703PFohtUR1pePlK4PAnwV82LL9cRUUFl156KZ/+9KcpKysjHo/j8/lIpVLD8usLsa9RZeeRtFtpj76gOsowcemIvkRHdDnF4UVUlZxJyD8ZDAPTUPf+tu4cO4aZ6oLNP4LtP4d4o+pIwys0Lj08eIjXEsuWLeO6667DttOnoW+55RaampoO+mO//e1vc8011/DLX/6SiooKgsFgv58/c+ZMjj/+eM4//3zKy8vx+/34fLKEFn2rrbiUlN1GpGfN/9/evUdXVR54H//ufe4n5+QOCeGaREDECioqotWFSl+Lpe3Y1q5W7Wu7RrtmvWO9vO3UF2QKzjiNtzozznRmdF6Xgld8a61atKXOWNGpl6rjlSIgYARCQq4n537O3u8fJ0RuIpDk7H2S32ctlxiSvX+i6zx7//azn8fpKEVhk6Or/1m6489RHppPbfkS/N46bWJyGLZtgZ3BSLfDljtgxyrI9jgdq7iiJxVeeRrGh657X30yTZN4PM4NN9zAq68WFvluamqiu7ubr31t/wdukUiElpYWbrzxRmzbJh6Ps3DhQr797W8PW66jZdhO7jnlcjs6/3UMXYTvz+upoqrsPKqjF2IYXk13H2DZObAt0tlW9sSeov7DX+Nr/53TsRxgFkqauouKdsZcLsc999zDX/zFXwBw6aWXcu211zo2HVHEtvN81HHrmLkIP5DPW0d15AtURRYChsaJAdbAOgKJ9EY6Y79m8p8ewewbg/+PmCFYsB4qT3U6yZB1dnby7LPPcumll5LJZLjooou4//77aWhocDqauFzeSrFt9wpS2W1OR3FEwDeFmuiFVITPwsbSODHAstJgGPQn36Krby1T3/k3jPQup2MVn78Wzn4NwtOcTuJKKmoOY6xfhBcYRIInU1t+EaHAdLANTHPsPT3NW0kMDLrjv6cr9hsyucKrTVWZEA1/us/ZcE743N0w9cqin/ZnP/sZ69evx+fzDS72qNeexElj/SIcwMBLNHwateVLCHgnguHBNMbebIO8lQAsumLr6Or/Hbl8YSH5+oSfms2rnQ1XbIYP5j0BdYudTjIsLMti2bJlfPDBBxiGwRe+8AWuuuoqp2NJicjme9jadiPZ/B6nozjGNAKUhxdQW74En6d6YOfZsTXLxrYtLDuNZafo7HuGnvh/krdiAEzphej2Rx1OWGTeKMz/D6ic53QS11JR8xkKF+ErSWW3Oh3FcT5PLRVln6civAC/rx7bzo3aZtyy89h2GgMv8fR79MZfpC/5KradPeh7Z23bgNn39iGOMkrNuh2a/7fTKURco3ARvnzUbsd6NPzeBirLzqE8PB+fp3rgCeroXFjStnNYdgYw6E+9RW/8RWLJNzloMwLb4IRNL2CMlbXLMOGUh6BBu++J7JXO7mDr7p+Qt8bADm+fIehvojJ8NuXh+XjMwq46pvnZryCWIsvOYts5bDtPLPk6vYkXiafeBfa//fZZXqZveAIjH3cmaLGZQTjjWag51+kkrqai5gjk8n1s3b1icBaFgMeMEgnNpSK8gLLAbGxyGEYAs4TbcctKA4Wnon3JV4klXiWR/hP2Z+wAVp8IULN5VTEiOm/6jTDzb5xOIeI66Wwb23avIGeNsXfLD8PrqSYaOpmK8FmEAtOx7SymEcQwSncfg7yVwsAkl++hN/kHYok/ksxs5sCL7gONqaelDs24FHG7RHoz29v/FsvW7pR7+b31RAbGiaB/KradxWOGnY41JHkriWF4yWZ305P4A/3JP5LKbv/Mn2veEye48+kiJHSY4YN5vyzq8gmlSkXNEcrmOtm6e4WemB6CgYdw4Hii4dMpD52OxxPBtjIYpt/Vi0xaVgobC9Pwk8p8RG/iJWLJN8jkjvIdUdvghE3rMVI7RiaoW0z7AZz4D06nEHGtVKaVbe0r9cT0EAzDT1lgNuXhM4iGTsU0AtjkMI2Aq6e/7925xDR8JNKb6U28RH/yDbIDrzUdKa/lZcZYeFqqGZcihxVPvcf2jpZDztAe60wjRCR4EuXh+URCczEwscm7uuDf+zoTgGF4SKQ20Jv4L2LJ/yZv9R7VscpyAaa+/wAGo3n3Xc24PBoqao5CJrebrbtXkMuPkS01j5HHjBL0NxLyNxIOzCLkn4ZpRgqvEhk+TKP4O0nte7GdybWTSG8imf6AZHYr6UwrNkMbMCf3GpRvf2Q4orrTpCtgzr3DuiK7yGiUTG9hW/vfYtnamvRwvJ4qgr6BcSI4i6BvKqYZHCj5A0Vf46ZwsZ0CDAzDSya7i0T6A5KZTSQzW0lnd3DQK01HqWlPgtDOp4YlrytpxqXIEYkl36S14/bPnLE91vk84wj6pxHyNw+ME5Mx8GKzd3ZmcUt+285j2WkMTMAknfuYRGojycxmkpmtAw96h3ZbPWPnLnx7XhiWvK6kGZdHRUXNUUplP2bb7pWDiz/JkTGN8MCH7TTCgVn4vePxeCrwmGUYGFh2FrDYe5F8pGWObVvYdmZgsDMw8GAYPiw7Td7qJ5fvIZXZPqwX24dSeFr6K4z8KHySXn8xnLoGXPzUW8RN4qkNbO/4KbadcTpKSdm/5J+JzzMOr6ccj1mGjY1t5yiME+bAOHFkMzY/fZxIkc/HyFo9pNIfDuvF9qGU5QNMfW+UPi3VjEuRo9KbeJmP9/wjjMbPgxG0X8kfmInPW4PHLMdjhrGxCjOVbBsME9PwYRxh6V8oYbIwOE4UthS37BS5fB+5fDfJ9GaSmS0kM1vJ5ttH5N+vOh1iwsb7RuTYjtOMy6OmouYYJDNb2bb7b7HsUT6FuUhMI4jXUznwVxVeTyU+T81AW174oDTwgmFi23mwc9gUFubKWb3k8t3k8j1kB/6ez/c68pSiqTNJaMeTRT/viBp/Ecx7HMziz4ISKWWx5H/T2nHHkGfrSYFphAfHCd/AOOH11GAa/oFxwjswThiFQsfOYZPHtnP7jQ97x4uc1YcTN0ij8mnp5D+Hk+7WjEuRo9Td/zw7u/6NkSiGxyKPWVa4jzD3uZ/wVg88/N33fsIYWOA3B+Sw7NzA2HDA/YQVw4n/NrO2vocZe7fo5x1RM1bCjL92OkXJUVFzjFKZVrZ3/JRcvsvpKOIS4XyAaaPpaenES2HOfWCOvW12RYZDPPU+H3XcoVJfBlVnQkz4031Oxxg+TT+CE251OoVIyepNvMyOPf+sUl8GTYgHqN4yWjYpMWD2P0Dj1U4HKUnuXJmpBAT9k2mq+xsCvslORxGXSHjS5Mad43SM4THtapi7WiWNyBCUBU+gsW4FPk+N01HEJbr8SazyE52OMTyOv0UljcgQVYTnM3X80sFtqkXawhnsQL3TMYbO8MLcVSpphkBFzRD4vDU01q0kHDjB6SjiEh01U52OMHTTfwIn/qOmsYsMg6B/Mo11f0PAN8XpKOIS3eNPdjrC0BgeOOkeOO6vnE4iMiqUBWcxrW4lPk+t01HEBWzDpr/+XKdjDI0ZKmzBPekyp5OUNBU1Q+Qxw0wdv5Ty8JlORxEX6PansMpPcjrGMTJg9j/CzBVOBxEZVXzeahrrVlAWmO10FHGB3aEsdrDB6RjHxgzAKY/ClD93OonIqBL0TaKx7iaV+gLArqgX21Ois6y8FXDGb6DuS04nKXkqaoaBaXiZVPMDaqIXOR1FXKB7/FynIxw9wwsnP6DpiSIjxGOGmTL+/1ARXuB0FHGYbdj0133e6RhHzxOB038NE77mdBKRUemTUn+UvB4pxyxr5kjXLXQ6xtEL1MGZz0NNCY5xLqSiZpgYhkF91eXUV34H0CsjY1lbKIMdnOh0jCPnicC8J2Dit51OIjKqmYaXiTVXUxPVU6axbmepPS31j4f5z0Ht+U4nERnVCjP1b6AifLbTUcRhbZXV2KV0TxluhjPXQ0UJPrB2KRU1w6ymfDGTaq/BwOd0FHFKKT0tDR8HZ78MdZoNJlIMhVL/Muqr/icq9ceunJkjXXee0zGOTMU8+PzrUHW600lExgTD8DKx5n9RW/5lp6OIg+LeNLnaEinsxv0POPs1iEx3OsmooqJmBOxdwd00SuhpmQyrnVEPtifidIzDG3chfP41iGrdDJFiq4l+kcm112IYKvXHqsLTUpdfhk36DixYD6FJTicRGVMMw6Cu8tvUV12BSv2xa09Nk9MRPlvzX8Hpa8Ff5XSSUcflVwilqyw4i8Z6reA+VuXMHKl6Fz8tbf5xYa0BX6XTSUTGrPLwGUwdtwyPGXU6ijgg7k2Rq3Xp7EvDCyf8Pcy9HzxBp9OIjFk10QuZXHsdhhFwOoo4oCuQwnLrA1VPGE55BGbdAoYqhZGgP9URFPRNonnCLZSH5zsdRRywu7LSfU9LBz9UW/ShKuICZcHjaa6/RTtCjVF7ahqdjnAwf21hx46ma5xOIiJAefh0muv/jqBvmtNRxAE9409xOsLBQtPgrP+Chm86nWRUM2zbtp0OMRZ09/8nbd33Ydlpp6NIEc3Y2YZvz++djlEQmganPQHlc5xOIiIHsG2LPbGn6OhZg03e6ThSRLO2vYfZ967TMQrK58K8X0J4mtNJROQAlp2jvedhOmNrAd2+jRWGbTDrg+cx0m1ORymoOQ9OXQP+GqeTjHp6pF4kVZGFNNW3EPSXwLuGMmw6aqc5HaGg/s/g839USSPiUoZhMq78KzTW3YTfW+90HCmi7vEnOx2hYMpVcNZLKmlEXMo0vNRXXc7UcTfgNfXq+lhhGzb99ec6HQMMDxy3rDDjUiVNUWhGTZHZdo7dPY/SGXsateFjw6xt72P2vePMyb1RmP0PMPm7zpxfRI5a3krR1n0fPfHnnY4iRVB4Wvp7jPQuZwIE6uCk/6vd/0RKSC7fx47Of6U/9YbTUaQIfJaX6Rt+iZFPOBMg3AxzV0H1AmfOP0apqHFIf+oddnT+nFy+2+koMsLqE35qNq8u/omrP1/4UNXTUZGS1Bv/Azu7/h3LjjsdRUbYlF6Ibn+0+Ceu+wqcdA8ExhX/3CIyZJ2xZ9nd8yC2nXU6ioyw5j1xgjufLv6JJ/85zL4TvC7fzXYU0qtPDokEP0dz/a1EQ6c5HUVGWFsoix1sKN4JTT8c3wJnPq+SRqSEVZSdSfOEWwgHjnc6ioywXVEvtqeseCf0RguzaE57QiWNSAmriV5IU93fEfBNcTqKjLC2ymrsYm7V7h8Ppz0Jc+5RSeMQzahxga7Y72jrWY2thYZHrSm9BtHtj4z8iaKzYe4DUDF35M8lIkVh2xYdfb+ko/dx0ELDo1bzngTBnU+N/ImqzoKTV0PYhTtOicgxsewMu7sfoqv/WaejyAiauXMnJuHM3QAAEcdJREFU3j3rR/5EdUvgpH+HwPiRP5d8Ks2ocYHq6AWFbfe00PCotTPqGdmnpYYPmm+As19XSSMyyhiGyfiKr9FYtwK/d4LTcWSEtFVWYY/kZZknArNugwUvqKQRGWVMw8+E6iuYMu6v8HqqnI4jI6SjpnlkT+CvhTn3FmbSqKRxnGbUuIhtW/TEX6C991GtXTMKNe1JEBqJp6W1i+DEuyAyc/iPLSKuYts5OmO/oaP3F1i2Q4sKyoiZsXMXvj0vDP+BJ1wCJ/wMQhOH/9gi4iqWlaKj71d0xp7W2jWj0Kyt72LG3hvmo5ow9SqYeTP4q4f52HKsVNS4UN5KsafvCTpjv9YH7ChSlg8w9b0HMLCG54DByYUL74avD8/xRKRk5PJ9tPeuobv/P2C4PlPEcdXpEBM23jd8B4zMKhT5tecP3zFFpCRkcnvY3fMgfYk/OB1FhtGEuJ/qLcO4SUnlGXDiP0PlqcN3TBkWKmpcLJNrZ3fPQ/QlXnY6igyTGTvb8O35/dAOYvqh8XqYfiN4i7j4pIi4TirTSlvPKuKpd5yOIsNk1tb3MGPvDu0gngjM+GtovBZM3/AEE5GSlEhvpK17FcnMFqejyDAwbINZHzyPkW4b2oH8tYXNRyZ/D4wiLlIsR0xFTQmIp/5EW88qUpkPnY4iQ1SdCTHhT/cd+wH0mpOIHEIs8TptPQ+Qye1yOooM0YR4gOotq479AA3fhFl36DUnERlk2za98fXs7n1YyyuMAlN6baLb1xzjT5sw9fsDrzlpPSM3U1FTImzbpif+e61fMwrM2vY+Zt9RPv2umAczb4LxXxyZUCJS8j5Zv+ZxLDvudBw5RoWnpb/HSB9l6VZ7Psy4CaoXjEwwESl5n6xf82tsO+N0HDlGPsvH9A2PY+SPZq06A+r/DGashPITRyybDB8VNSVG69eUvvqEn5rNR/huafncwgdq/ZdHNpSIjBqF9Wseo7v/ObR+TWma0gvR7Y8e2TdXn1Mo8mvOHdlQIjJqFNaveYi+xH85HUWOUfOeOMGdTx/ZN9ctKRT52hm2pKioKVGZXAcdvb+gN/4iNjmn48jRsA1O2PQCRmrnp39P9ESYsQLqL9Z7oyJyTFKZVjp6H6Mv+Rqgob6U+Cwv0zc8gZE/zMyoqjMLF97jLiheMBEZVRLpjbT3/j+tc1aCynJBpr6/CuNw4/u4CwtFfuVpxQsmw0ZFTYnL5rrojK2lu/85LDvpdBw5Qp/6tDRyfKGgmXCJChoRGRbp7C46Y0/TE39BMzFLyKc+La04beBV2AuLH0pERqVkZhudfU/Sm3gZzcQsHTN37MTbuf7g36i9oDBOVJ1Z/FAybFTUjBJ5K0FX/zq6Ys9qDZsS4LW8zNj3aWnlfGi6DiZ8DQyPs+FEZFTK5XvojD1Ld/868pbWsHG7slyAqe8/gLH3pql2UWGc0FplIjJCMrl2Ovt+TXf8eWw77XQc+QzV6RATNt5X+AfDA3VfLYwT1Wc5mkuGh4qaUcays/TGX6Ir9iyp7Dan48hhNHWmCdnBwvapVWc4HUdExoi8laIn/p90xX6rXaJcbkZbF77gNGi8BqKznY4jImNELh+ju/93dPWvI5fvcjqOHMbxrdvwVJ0F066G8DSn48gwUlEziiXSG+mK/Za+xCtax8ZFfJ4aKiPnUVW2EJ+32uk4IjJG2bZNPPU2Xf2/JZZ8A61j4x5+7wSqIhdQWXYuXk/E6TgiMkbZtkUs+Rqdsd+QSL/vdBzZR9DXSFX0fCrCZ+Mxg07HkRGgomYMyOV76Op/ju7+59SKO8YgEpxLVeR8oqFTMAzT6UAiIoMyuXa6YuvoiT9P3oo5HWdMMvAQDZ9GdWQRZUHNnhERd0llWunq/y298fVYdsrpOGOSYQSoCJ9JdWQRoUCz03FkhKmoGUNs2yKR3khf4hX6kq+qtCkCv7eB8vAZVEXOw+8d53QcEZHDsu0c/al36Uu8Siz5mkqbIgj6plEePpOqyLl4PZVOxxEROSzLStOfemtgnHhdm5mMOIOQfzoVZQuoLDsHjxl2OpAUiYqaMcq2bZKZzfQlXqUv+QrZXLvTkUaJwodpeXge0dA8Ar4GpwOJiByTQrm/YWCceFUL1Q8bD2WBWUTD84iGTlWJLyIly7JzxFPv0Jd4hVjydZX7w8QwfESCJxENnUo0dIpK/DFKRY0AhW35+hKvEEu8Sjq3w+k4JWX/D9NT8XoqnI4kIjKsCuX+psKMzMSrZPMdTkcqKaYRIhKaQzQ0j2joZDxmmdORRESGlW3niaffL8y0SbxGzupxOlJJ8ZhRoqGTiYbmEQmehKl1Z8Y8FTVykHR2R+EJauIV7Rz1Kfb/MJ2DaQacjiQiUjTJzNbB0iaT2+l0HFfyeqqJhk6lPDSPcHA2puF1OpKISFEUZmR+QF/yFWKJ18jm9zgdyZX83rqBAn8e4cBMrWEp+1FRI4eVyXWQSG8kmd5MMrOZVGbbmNxByjD8BH1TCQdm6MNURGQf6exOEukPSGY2k0xvJpX9CLCcjlV0phEi6J9GOHA85aF5BP1NGIbhdCwREcelMttJpDcVxonMZtLZHYzFnQY9ZoSgv5GywAlEQ/MI+ic7HUlcTEXNMXjllVf4zne+w5133snixYsHv75kyRJmz55NS0vLYX9+y5YtrFixgtWrV3Pddddxyy234Pf7Rzr2sLDsHKnMtsEL8mRmM5lcm9OxhtXeUibkbyLobyTkbyLgm6RiRkQGbdq0idtuu41kMkkikeDcc8/l6quvHpEb87vuuova2lqampp45JFHuPPOOz/zZ/YdZ4rNstIkMx+SzGwZHCtG29PUvaXMvuOE3ztBxYyIHOSz7hv6+/v5p3/6p6JkefDBB1mzZg3f//73icViXHzxxfh8vqKce195K1EYIwbuJZLpzeSs3qLnGEl7S5n9x4nxTseSEqJ5uMeoqamJp59+evADd+PGjSSTR7/q+ZFccLuJaXgJB44jHDgOooWv5fL9gw154QN3S8ksJqZSRkSOVl9fH9dffz133XUX06ZNI5/Pc8011/DII4/wrW99y+l4jjPNAGXBWZQFZw1+LZvvGRgfNpFMbyGZ2VIyO4WolBGRoTrcfUOxShqAdevWceuttzJz5kzOO+88vvrVrxbt3PvymGEiwc8RCX5u8GuZ3J6Be4m9M2+2YtsZR/IdLZUyMhJU1Byj448/nm3bttHX10d5eTlPPvkkS5YsYdeuXTzzzDPcd999mKbJqaeeyg9/+EPa29v54Q9/iG3bjBv3yQ4P5513Hs888ww/+clPWLx4Meeccw4vvPACa9eupaWlhUWLFnHyySezfft25s+fTywW4+2336axsZHbbrvNwT+BT3g9EaKhuURDcwe/lsv3kc13kst1kc13ks13kc13kct98mvbTo9wMgOPWY7PU4n3oL+qCHgbVMqIyFF77rnnOOOMM5g2bRoAHo+HW265BZ/Px7Jly2hra6O7u5tzzjmHa6+9lhtuuAG/38+OHTtob2+npaWF2bNn89hjj/Hwww9jWRbnn38+V1999SHHj0M5mnHGDXyeSnzheZSH5wGFxYlzVu8+Y0InuXwX2dw+v853YdvZEU5m4vVU4DUPHid8nioCvkkqZURkyA5333DWWWfx0ksv8dZbb3HzzTdj2zZ1dXXcfvvtXHnllVRVVdHX18fdd9/NsmXLaG1tJZ/P893vfpfFixfz4IMP8sQTT2CaJqeccgo//vGP+fjjj1m2bBm5XA7DMLjxxht56623ePfdd1m2bBnf/OY36ejo4LrrruPnP/+50388APi9tfi9tVSE5wOFdW5y+e5Pxoh97ikK40UnuXw3NvkRzWXgweOpwOep+mSMMD+5nwj6p6iUkRGhomYIFi1axLp167j44ot5++23ufLKK9mwYQN33XUXv/jFLwiFQvzoRz/ipZde4sUXX+RLX/oSl1xyCWvXruXhhx8+onPs2LGD+++/n3HjxnH66afz2GOPsXz5cs4///zBD3s38nrK8XrKwd/4qd+Tt/oHL8oLH7rd2HYG285h2TlsO4dN4e/YeTAMwMTABMPEoPDPpuE7qITxmhV4PRUYhqdo/84iMja0t7czefL+75WXlZXx8ccfM3fuXL7xjW+QTqcHixqAhoYGbrrpJtasWcOjjz7KNddcwz333MOTTz6J3++npaWFnTt3HnL8OFBPT8+wjjNOMAyjUN54KgnR/Knfd2Dpn8v3YtmZgbEhv884kR0YJwbGiIPGicAhiphKPGa5ynoRKYpD3Tfs2rVr8PeXL1/OnXfeSXNzMw8++CBbtmwBCq9ILVq0iAceeICqqipuu+02+vv7ufjii5k/fz6PP/44y5cvZ+7cuTz00EPkcjluvfVWLr/8ci644AI2bNjA0qVLefzxx3n66adZsWIFzc3N/Mu//IurZ/YbhonPW4PPWwNMP+T3HKr0z+f7sOzs4D2Evc89BbYFhnHAOGECBqYZLJQxBxT3HjOqsl4coaJmCJYsWcKKFSuYPHky8+YVnhLm83m6urq46qqrAIjH47S2trJp0ya+8pWvAHDKKacc9gJ632WDKisraWhoACAcDnPccccBEI1GSadHekbKyPKYETz+CEGmOB1FROSINTQ08P777+/3tdbWVtra2njnnXd4+eWXiUQiZDKfTNmeNavwGlB9fT1vvPEGra2tTJ8+nWCwsP3m0qVLefvttw85fhzoo48+GvI4UyqOpPQXESkFh7pv2FdnZyfNzYXi+tJLLx38emNj4fNvy5YtLFiwAIBIJEJzczOtra389Kc/5d577+X2229n7ty52LbNli1bOO2004DC+NPWNrrWk9zrSEt/kVKkx0hDMHnyZBKJBKtXr+bLX/4yUPjAmDBhAvfeey+rV6/msssuY86cOTQ1NfHmm28C8M477xx0LL/fT0dHB8B+NwBqcEVE3GXhwoWsX7+ejz76CIBsNktLSwsbNmwgGo1yxx138L3vfY9UKjVYvB/4WT5lyhQ+/PDDwTLnBz/4ATU1NYccPw40adKkYxpnRETEOYe6b9jX+PHj2bZtGwB3330369atAz4ZP5qbm/njH/8IQH9/Px988AGTJk1izZo1rFy5kgceeIANGzbw5ptv7ve9GzZsoLa29qDzGYaBZY29HfpESoVm1AzR4sWL+dWvfkVjYyOtra1UV1dz0UUXcfnll5PP55k4cSJf/OIXueaaa7juuutYu3YtkyZNOug43/jGN1i6dClPPfXU4LoHIiLiPpFIhJaWFm688UZs2yYej7Nw4ULOPPNMrr/+el5//XVCoRBTp06lvb39kMeorq7myiuv5LLLLsMwDBYuXMjEiRO54oorDho/DvWzh/q+zxpnRETEWQfeN+xr5cqVLF26FNM0GTduHFdccQWrVq0a/P1LLrmE5cuX861vfYt0Os1f/uVfUlNTw8yZM/n6179OVVUVdXV1zJkzh4aGBpYvX869995LLpfj5ptvPijLvHnzuOqqq1i1apUeDIu4kLbnFhERERERERFxCb36JCIiIiIiIiLiEipqRERERERERERcQkWNiIiIiIiIiIhLqKgREREREREREXEJFTUiIiIiIiIiIi6hokZERERERERExCVU1IiIiIiIiIiIuISKGhERERERERERl1BRIyIiIiIiIiLiEipqRERERERERERcQkWNiIiIiIiIiIhLqKgREREREREREXEJFTUiIiIiIiIiIi6hokZERERERERExCVU1IiIiIiIiIiIuISKGhERERERERERl1BRIyIiIiIiIiLiEipqRERERERERERcQkWNiIiIiIiIiIhLqKgREREREREREXEJFTUiIiIiIiIiIi6hokZERERERERExCVU1IiIiIiIiIiIuISKGhERERERERERl1BRIyIiIiIiIiLiEipqRERERERERERcQkWNiIiIiIiIiIhLqKgREREREREREXEJFTUiIiIiIiIiIi6hokZERERERERExCVU1IiIiIiIiIiIuISKGhERERERERERl1BRIyIiIiIiIiLiEipqRERERERERERcQkWNiIiIiIiIiIhL/H+UEkp76rcwiQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1440x936 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(20,13))\n",
"tickets = [48 , 30 , 20 , 15]\n",
"priority = ['Low' , 'Medium' , 'High' , 'Critical']\n",
"status = ['Resolved' , 'Cancelled' , 'Pending' , 'Assigned']\n",
"company = ['IBM' , 'Microsoft', 'BMC' , 'Apple']\n",
"colors = ['#8BC34A','#D4E157','#FFB300','#FF7043']\n",
"\n",
"plt.subplot(2,3,1)\n",
"plt.pie (tickets , labels= priority , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(2,3,2)\n",
"plt.pie (tickets , labels= status , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(2,3,3)\n",
"plt.pie (tickets , labels= company , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"\n",
"plt.subplot(2,3,4)\n",
"plt.pie (tickets , labels= priority , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(2,3,5)\n",
"plt.pie (tickets , labels= status , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.subplot(2,3,6)\n",
"plt.pie (tickets , labels= company , colors= colors , startangle=45)\n",
"my_circle=plt.Circle( (0,0), 0.7, color='white') # Adding circle at the centre\n",
"p=plt.gcf()\n",
"p.gca().add_artist(my_circle)\n",
"\n",
"plt.show()\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
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