Epilepsy Corpora Overview.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Overview of the EpiCom Corpora\n",
    "\n",
    "This notebook presents an overview of the references retrieved in each SCAIView query and subsequently used for building the Epilepsy Knowledge Assembly from Hoyt and Domingo-Fernandez *et al.*, 2018."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "import time\n",
    "import os\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib_venn import venn3, venn2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'svg'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.6.4 (default, Mar 22 2018, 13:54:22) \n",
      "[GCC 4.2.1 Compatible Apple LLVM 9.0.0 (clang-900.0.39.2)]\n"
     ]
    }
   ],
   "source": [
    "print(sys.version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Thu Apr 19 14:03:09 2018\n"
     ]
    }
   ],
   "source": [
    "print(time.asctime())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Data Provenance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "current_path = os.getcwd() # Notebook abs path\n",
    "resources_path = os.path.join(current_path, \"corpora\")\n",
    "\n",
    "bel_citations = os.path.join(resources_path, 'citations_from_bel.txt')\n",
    "scaiview_query_1_citations = os.path.join(resources_path, 'corpus_1.txt')\n",
    "scaiview_query_2_citations = os.path.join(resources_path, 'corpus_2.txt')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Parse Documents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "641"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get BEL PubMeds\n",
    "with open(bel_citations) as file:\n",
    "    bel_pubmeds = {\n",
    "        pubmed.strip() \n",
    "        for pubmed in \n",
    "        file\n",
    "    }\n",
    "    \n",
    "len(bel_pubmeds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "192244"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get SCAIView Query 1 PubMeds\n",
    "with open(scaiview_query_1_citations) as file:\n",
    "     scaiview_query_1_pubmeds = {\n",
    "         pubmed.strip() \n",
    "         for pubmed in file\n",
    "     }\n",
    "        \n",
    "len(scaiview_query_1_pubmeds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2666"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get SCAIView Query 2 PubMeds\n",
    "with open(scaiview_query_2_citations) as file:\n",
    "    scaiview_query_2_pubmeds= {\n",
    "        pubmed.strip() \n",
    "        for pubmed in file\n",
    "    }\n",
    "    \n",
    "len(scaiview_query_2_pubmeds)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Corpora Overlap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"565pt\" version=\"1.1\" viewBox=\"0 0 706 565\" width=\"706pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 565 \n",
       "L 706.271267 565 \n",
       "L 706.271267 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 193.357599 295.649792 \n",
       "C 193.107699 291.270981 192.982672 286.885936 192.982672 282.5 \n",
       "C 192.982672 278.114064 193.107699 273.729019 193.357599 269.350208 \n",
       "C 190.24084 269.862921 187.405647 271.4674 185.361438 273.87536 \n",
       "C 183.317229 276.283319 182.194237 279.341352 182.194237 282.5 \n",
       "C 182.194237 285.658648 183.317229 288.716681 185.361438 291.12464 \n",
       "C 187.405647 293.5326 190.24084 295.137079 193.357599 295.649792 \n",
       "\" style=\"fill:#ff0000;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 193.357599 269.350208 \n",
       "C 196.32311 268.862376 199.36819 269.391764 201.995058 270.851832 \n",
       "C 204.621925 272.3119 206.679192 274.618503 207.830555 277.394579 \n",
       "C 208.981918 280.170654 209.161022 283.256215 208.338591 286.146862 \n",
       "C 207.516159 289.037509 205.739588 291.566651 203.299295 293.320847 \n",
       "C 207.147161 292.884723 211.044169 293.275997 214.728526 294.468384 \n",
       "C 218.412883 295.66077 221.800194 297.626957 224.662906 300.234859 \n",
       "C 227.525619 302.84276 229.798158 306.03264 231.32786 309.590207 \n",
       "C 232.857562 313.147774 233.609386 316.991539 233.532827 320.863284 \n",
       "C 233.456267 324.735029 232.553078 328.546068 230.883934 332.040382 \n",
       "C 229.214789 335.534695 226.817923 338.632243 223.854352 341.124936 \n",
       "C 220.890782 343.61763 217.42839 345.448371 213.699776 346.494175 \n",
       "C 209.971161 347.539979 206.061731 347.776889 202.234115 347.188991 \n",
       "C 210.265114 374.692351 223.348059 400.4612 240.812572 423.175127 \n",
       "C 258.277086 445.889054 279.819686 465.153359 304.336517 479.980925 \n",
       "C 328.853347 494.808492 355.918379 504.941661 384.144782 509.861204 \n",
       "C 412.371184 514.780746 441.268468 514.401175 469.355916 508.741939 \n",
       "C 497.443365 503.082704 524.232902 492.242144 548.351816 476.775738 \n",
       "C 572.470729 461.309331 593.499904 441.485839 610.361791 418.321028 \n",
       "C 627.223679 395.156217 639.62527 369.052623 646.931098 341.347812 \n",
       "C 654.236927 313.643 656.32004 284.818398 653.073698 256.350996 \n",
       "C 649.827356 227.883594 641.307969 200.268071 627.952078 174.919464 \n",
       "C 614.596187 149.570857 596.635876 126.929649 574.991443 108.155991 \n",
       "C 553.347011 89.382332 528.394572 74.802453 501.412707 65.163436 \n",
       "C 474.430842 55.524419 445.888414 50.993761 417.247956 51.803616 \n",
       "C 388.607497 52.613471 360.366695 58.749766 333.972624 69.898074 \n",
       "C 307.578554 81.046381 283.489866 97.012977 262.940881 116.979722 \n",
       "C 242.391896 136.946468 225.739693 160.5664 213.837543 186.629219 \n",
       "C 201.935392 212.692037 194.990117 240.744849 193.357599 269.350208 \n",
       "M 193.357599 295.649792 \n",
       "C 193.365069 295.780674 193.37265 295.911549 193.380342 296.042418 \n",
       "C 193.388035 296.173287 193.395839 296.30415 193.403754 296.435005 \n",
       "C 193.609307 296.323531 193.816291 296.214715 194.024652 296.108583 \n",
       "C 194.233014 296.002451 194.442737 295.899013 194.653768 295.798294 \n",
       "C 194.43669 295.784141 194.219991 295.764676 194.003865 295.739914 \n",
       "C 193.78774 295.715153 193.572253 295.685103 193.357599 295.649792 \n",
       "\" style=\"fill:#008000;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 193.357599 295.649792 \n",
       "C 193.572253 295.685103 193.78774 295.715153 194.003865 295.739914 \n",
       "C 194.219991 295.764676 194.43669 295.784141 194.653768 295.798294 \n",
       "C 196.013543 295.149314 197.424934 294.614531 198.873344 294.199477 \n",
       "C 200.321755 293.784423 201.802175 293.490534 203.299295 293.320847 \n",
       "C 205.739588 291.566651 207.516159 289.037509 208.338591 286.146862 \n",
       "C 209.161022 283.256215 208.981918 280.170654 207.830555 277.394579 \n",
       "C 206.679192 274.618503 204.621925 272.3119 201.995058 270.851832 \n",
       "C 199.36819 269.391764 196.32311 268.862376 193.357599 269.350208 \n",
       "C 193.107699 273.729019 192.982672 278.114064 192.982672 282.5 \n",
       "C 192.982672 286.885936 193.107699 291.270981 193.357599 295.649792 \n",
       "\" style=\"fill:#b25900;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 193.403754 296.435005 \n",
       "C 188.402088 299.147467 184.376299 303.363315 181.897283 308.484701 \n",
       "C 179.418267 313.606086 178.609022 319.378909 179.584307 324.984524 \n",
       "C 180.559592 330.59014 183.271019 335.750424 187.334078 339.733595 \n",
       "C 191.397137 343.716767 196.61024 346.325199 202.234115 347.188991 \n",
       "C 199.821825 338.927744 197.873523 330.538026 196.398339 322.059159 \n",
       "C 194.923155 313.580292 193.923398 305.025542 193.403754 296.435005 \n",
       "\" style=\"fill:#0000ff;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 203.299295 293.320847 \n",
       "C 202.054787 294.215458 200.665222 294.888704 199.191836 295.310914 \n",
       "C 197.718449 295.733125 196.183208 295.898007 194.653768 295.798294 \n",
       "C 194.442737 295.899013 194.233014 296.002451 194.024652 296.108583 \n",
       "C 193.816291 296.214715 193.609307 296.323531 193.403754 296.435005 \n",
       "C 193.923398 305.025542 194.923155 313.580292 196.398339 322.059159 \n",
       "C 197.873523 330.538026 199.821825 338.927744 202.234115 347.188991 \n",
       "C 206.061731 347.776889 209.971161 347.539979 213.699776 346.494175 \n",
       "C 217.42839 345.448371 220.890782 343.61763 223.854352 341.124936 \n",
       "C 226.817923 338.632243 229.214789 335.534695 230.883934 332.040382 \n",
       "C 232.553078 328.546068 233.456267 324.735029 233.532827 320.863284 \n",
       "C 233.609386 316.991539 232.857562 313.147774 231.32786 309.590207 \n",
       "C 229.798158 306.03264 227.525619 302.84276 224.662906 300.234859 \n",
       "C 221.800194 297.626957 218.412883 295.66077 214.728526 294.468384 \n",
       "C 211.044169 293.275997 207.147161 292.884723 203.299295 293.320847 \n",
       "\" style=\"fill:#0059b2;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path clip-path=\"url(#p4a348e65e1)\" d=\"M 194.653768 295.798294 \n",
       "C 196.183208 295.898007 197.718449 295.733125 199.191836 295.310914 \n",
       "C 200.665222 294.888704 202.054787 294.215458 203.299295 293.320847 \n",
       "C 201.802175 293.490534 200.321755 293.784423 198.873344 294.199477 \n",
       "C 197.424934 294.614531 196.013543 295.149314 194.653768 295.798294 \n",
       "\" style=\"fill:#663366;opacity:0.4;\"/>\n",
       "   </g>\n",
       "   <g id=\"text_1\">\n",
       "    <!-- 246 -->\n",
       "    <defs>\n",
       "     <path d=\"M 19.1875 8.296875 \n",
       "L 53.609375 8.296875 \n",
       "L 53.609375 0 \n",
       "L 7.328125 0 \n",
       "L 7.328125 8.296875 \n",
       "Q 12.9375 14.109375 22.625 23.890625 \n",
       "Q 32.328125 33.6875 34.8125 36.53125 \n",
       "Q 39.546875 41.84375 41.421875 45.53125 \n",
       "Q 43.3125 49.21875 43.3125 52.78125 \n",
       "Q 43.3125 58.59375 39.234375 62.25 \n",
       "Q 35.15625 65.921875 28.609375 65.921875 \n",
       "Q 23.96875 65.921875 18.8125 64.3125 \n",
       "Q 13.671875 62.703125 7.8125 59.421875 \n",
       "L 7.8125 69.390625 \n",
       "Q 13.765625 71.78125 18.9375 73 \n",
       "Q 24.125 74.21875 28.421875 74.21875 \n",
       "Q 39.75 74.21875 46.484375 68.546875 \n",
       "Q 53.21875 62.890625 53.21875 53.421875 \n",
       "Q 53.21875 48.921875 51.53125 44.890625 \n",
       "Q 49.859375 40.875 45.40625 35.40625 \n",
       "Q 44.1875 33.984375 37.640625 27.21875 \n",
       "Q 31.109375 20.453125 19.1875 8.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\"/>\n",
       "     <path d=\"M 37.796875 64.3125 \n",
       "L 12.890625 25.390625 \n",
       "L 37.796875 25.390625 \n",
       "z\n",
       "M 35.203125 72.90625 \n",
       "L 47.609375 72.90625 \n",
       "L 47.609375 25.390625 \n",
       "L 58.015625 25.390625 \n",
       "L 58.015625 17.1875 \n",
       "L 47.609375 17.1875 \n",
       "L 47.609375 0 \n",
       "L 37.796875 0 \n",
       "L 37.796875 17.1875 \n",
       "L 4.890625 17.1875 \n",
       "L 4.890625 26.703125 \n",
       "z\n",
       "\" id=\"DejaVuSans-34\"/>\n",
       "     <path d=\"M 33.015625 40.375 \n",
       "Q 26.375 40.375 22.484375 35.828125 \n",
       "Q 18.609375 31.296875 18.609375 23.390625 \n",
       "Q 18.609375 15.53125 22.484375 10.953125 \n",
       "Q 26.375 6.390625 33.015625 6.390625 \n",
       "Q 39.65625 6.390625 43.53125 10.953125 \n",
       "Q 47.40625 15.53125 47.40625 23.390625 \n",
       "Q 47.40625 31.296875 43.53125 35.828125 \n",
       "Q 39.65625 40.375 33.015625 40.375 \n",
       "z\n",
       "M 52.59375 71.296875 \n",
       "L 52.59375 62.3125 \n",
       "Q 48.875 64.0625 45.09375 64.984375 \n",
       "Q 41.3125 65.921875 37.59375 65.921875 \n",
       "Q 27.828125 65.921875 22.671875 59.328125 \n",
       "Q 17.53125 52.734375 16.796875 39.40625 \n",
       "Q 19.671875 43.65625 24.015625 45.921875 \n",
       "Q 28.375 48.1875 33.59375 48.1875 \n",
       "Q 44.578125 48.1875 50.953125 41.515625 \n",
       "Q 57.328125 34.859375 57.328125 23.390625 \n",
       "Q 57.328125 12.15625 50.6875 5.359375 \n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \n",
       "Q 6.984375 17.96875 6.984375 36.375 \n",
       "Q 6.984375 53.65625 15.1875 63.9375 \n",
       "Q 23.390625 74.21875 37.203125 74.21875 \n",
       "Q 40.921875 74.21875 44.703125 73.484375 \n",
       "Q 48.484375 72.75 52.59375 71.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-36\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(178.044705 285.259375)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-34\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-36\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_2\">\n",
       "    <!-- 189935 -->\n",
       "    <defs>\n",
       "     <path d=\"M 12.40625 8.296875 \n",
       "L 28.515625 8.296875 \n",
       "L 28.515625 63.921875 \n",
       "L 10.984375 60.40625 \n",
       "L 10.984375 69.390625 \n",
       "L 28.421875 72.90625 \n",
       "L 38.28125 72.90625 \n",
       "L 38.28125 8.296875 \n",
       "L 54.390625 8.296875 \n",
       "L 54.390625 0 \n",
       "L 12.40625 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\"/>\n",
       "     <path d=\"M 31.78125 34.625 \n",
       "Q 24.75 34.625 20.71875 30.859375 \n",
       "Q 16.703125 27.09375 16.703125 20.515625 \n",
       "Q 16.703125 13.921875 20.71875 10.15625 \n",
       "Q 24.75 6.390625 31.78125 6.390625 \n",
       "Q 38.8125 6.390625 42.859375 10.171875 \n",
       "Q 46.921875 13.96875 46.921875 20.515625 \n",
       "Q 46.921875 27.09375 42.890625 30.859375 \n",
       "Q 38.875 34.625 31.78125 34.625 \n",
       "z\n",
       "M 21.921875 38.8125 \n",
       "Q 15.578125 40.375 12.03125 44.71875 \n",
       "Q 8.5 49.078125 8.5 55.328125 \n",
       "Q 8.5 64.0625 14.71875 69.140625 \n",
       "Q 20.953125 74.21875 31.78125 74.21875 \n",
       "Q 42.671875 74.21875 48.875 69.140625 \n",
       "Q 55.078125 64.0625 55.078125 55.328125 \n",
       "Q 55.078125 49.078125 51.53125 44.71875 \n",
       "Q 48 40.375 41.703125 38.8125 \n",
       "Q 48.828125 37.15625 52.796875 32.3125 \n",
       "Q 56.78125 27.484375 56.78125 20.515625 \n",
       "Q 56.78125 9.90625 50.3125 4.234375 \n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
       "Q 19.734375 -1.421875 13.25 4.234375 \n",
       "Q 6.78125 9.90625 6.78125 20.515625 \n",
       "Q 6.78125 27.484375 10.78125 32.3125 \n",
       "Q 14.796875 37.15625 21.921875 38.8125 \n",
       "z\n",
       "M 18.3125 54.390625 \n",
       "Q 18.3125 48.734375 21.84375 45.5625 \n",
       "Q 25.390625 42.390625 31.78125 42.390625 \n",
       "Q 38.140625 42.390625 41.71875 45.5625 \n",
       "Q 45.3125 48.734375 45.3125 54.390625 \n",
       "Q 45.3125 60.0625 41.71875 63.234375 \n",
       "Q 38.140625 66.40625 31.78125 66.40625 \n",
       "Q 25.390625 66.40625 21.84375 63.234375 \n",
       "Q 18.3125 60.0625 18.3125 54.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-38\"/>\n",
       "     <path d=\"M 10.984375 1.515625 \n",
       "L 10.984375 10.5 \n",
       "Q 14.703125 8.734375 18.5 7.8125 \n",
       "Q 22.3125 6.890625 25.984375 6.890625 \n",
       "Q 35.75 6.890625 40.890625 13.453125 \n",
       "Q 46.046875 20.015625 46.78125 33.40625 \n",
       "Q 43.953125 29.203125 39.59375 26.953125 \n",
       "Q 35.25 24.703125 29.984375 24.703125 \n",
       "Q 19.046875 24.703125 12.671875 31.3125 \n",
       "Q 6.296875 37.9375 6.296875 49.421875 \n",
       "Q 6.296875 60.640625 12.9375 67.421875 \n",
       "Q 19.578125 74.21875 30.609375 74.21875 \n",
       "Q 43.265625 74.21875 49.921875 64.515625 \n",
       "Q 56.59375 54.828125 56.59375 36.375 \n",
       "Q 56.59375 19.140625 48.40625 8.859375 \n",
       "Q 40.234375 -1.421875 26.421875 -1.421875 \n",
       "Q 22.703125 -1.421875 18.890625 -0.6875 \n",
       "Q 15.09375 0.046875 10.984375 1.515625 \n",
       "z\n",
       "M 30.609375 32.421875 \n",
       "Q 37.25 32.421875 41.125 36.953125 \n",
       "Q 45.015625 41.5 45.015625 49.421875 \n",
       "Q 45.015625 57.28125 41.125 61.84375 \n",
       "Q 37.25 66.40625 30.609375 66.40625 \n",
       "Q 23.96875 66.40625 20.09375 61.84375 \n",
       "Q 16.21875 57.28125 16.21875 49.421875 \n",
       "Q 16.21875 41.5 20.09375 36.953125 \n",
       "Q 23.96875 32.421875 30.609375 32.421875 \n",
       "z\n",
       "\" id=\"DejaVuSans-39\"/>\n",
       "     <path d=\"M 40.578125 39.3125 \n",
       "Q 47.65625 37.796875 51.625 33 \n",
       "Q 55.609375 28.21875 55.609375 21.1875 \n",
       "Q 55.609375 10.40625 48.1875 4.484375 \n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
       "Q 12.796875 0.390625 7.625 2.203125 \n",
       "L 7.625 11.71875 \n",
       "Q 11.71875 9.328125 16.59375 8.109375 \n",
       "Q 21.484375 6.890625 26.8125 6.890625 \n",
       "Q 36.078125 6.890625 40.9375 10.546875 \n",
       "Q 45.796875 14.203125 45.796875 21.1875 \n",
       "Q 45.796875 27.640625 41.28125 31.265625 \n",
       "Q 36.765625 34.90625 28.71875 34.90625 \n",
       "L 20.21875 34.90625 \n",
       "L 20.21875 43.015625 \n",
       "L 29.109375 43.015625 \n",
       "Q 36.375 43.015625 40.234375 45.921875 \n",
       "Q 44.09375 48.828125 44.09375 54.296875 \n",
       "Q 44.09375 59.90625 40.109375 62.90625 \n",
       "Q 36.140625 65.921875 28.71875 65.921875 \n",
       "Q 24.65625 65.921875 20.015625 65.03125 \n",
       "Q 15.375 64.15625 9.8125 62.3125 \n",
       "L 9.8125 71.09375 \n",
       "Q 15.4375 72.65625 20.34375 73.4375 \n",
       "Q 25.25 74.21875 29.59375 74.21875 \n",
       "Q 40.828125 74.21875 47.359375 69.109375 \n",
       "Q 53.90625 64.015625 53.90625 55.328125 \n",
       "Q 53.90625 49.265625 50.4375 45.09375 \n",
       "Q 46.96875 40.921875 40.578125 39.3125 \n",
       "z\n",
       "\" id=\"DejaVuSans-33\"/>\n",
       "     <path d=\"M 10.796875 72.90625 \n",
       "L 49.515625 72.90625 \n",
       "L 49.515625 64.59375 \n",
       "L 19.828125 64.59375 \n",
       "L 19.828125 46.734375 \n",
       "Q 21.96875 47.46875 24.109375 47.828125 \n",
       "Q 26.265625 48.1875 28.421875 48.1875 \n",
       "Q 40.625 48.1875 47.75 41.5 \n",
       "Q 54.890625 34.8125 54.890625 23.390625 \n",
       "Q 54.890625 11.625 47.5625 5.09375 \n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
       "Q 12.796875 0.140625 7.71875 1.703125 \n",
       "L 7.71875 11.625 \n",
       "Q 12.109375 9.234375 16.796875 8.0625 \n",
       "Q 21.484375 6.890625 26.703125 6.890625 \n",
       "Q 35.15625 6.890625 40.078125 11.328125 \n",
       "Q 45.015625 15.765625 45.015625 23.390625 \n",
       "Q 45.015625 31 40.078125 35.4375 \n",
       "Q 35.15625 39.890625 26.703125 39.890625 \n",
       "Q 22.75 39.890625 18.8125 39.015625 \n",
       "Q 14.890625 38.140625 10.796875 36.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(415.938694 282.06987)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-38\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-39\"/>\n",
       "     <use x=\"190.869141\" xlink:href=\"#DejaVuSans-39\"/>\n",
       "     <use x=\"254.492188\" xlink:href=\"#DejaVuSans-33\"/>\n",
       "     <use x=\"318.115234\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_3\">\n",
       "    <!-- 387 -->\n",
       "    <defs>\n",
       "     <path d=\"M 8.203125 72.90625 \n",
       "L 55.078125 72.90625 \n",
       "L 55.078125 68.703125 \n",
       "L 28.609375 0 \n",
       "L 18.3125 0 \n",
       "L 43.21875 64.59375 \n",
       "L 8.203125 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-37\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(196.419095 282.623263)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-38\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-37\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_4\">\n",
       "    <!-- 743 -->\n",
       "    <g transform=\"translate(178.447573 326.281216)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-37\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-34\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-33\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_5\">\n",
       "    <!-- 1915 -->\n",
       "    <g transform=\"translate(213.031851 319.366928)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"63.623047\" xlink:href=\"#DejaVuSans-39\"/>\n",
       "     <use x=\"127.246094\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"190.869141\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_6\">\n",
       "    <!-- 7 -->\n",
       "    <g transform=\"translate(195.85134 297.514571)scale(0.1 -0.1)\">\n",
       "     <use xlink:href=\"#DejaVuSans-37\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_7\">\n",
       "    <!-- Epilepsy Knowledge Assembly -->\n",
       "    <defs>\n",
       "     <path d=\"M 9.8125 72.90625 \n",
       "L 55.90625 72.90625 \n",
       "L 55.90625 64.59375 \n",
       "L 19.671875 64.59375 \n",
       "L 19.671875 43.015625 \n",
       "L 54.390625 43.015625 \n",
       "L 54.390625 34.71875 \n",
       "L 19.671875 34.71875 \n",
       "L 19.671875 8.296875 \n",
       "L 56.78125 8.296875 \n",
       "L 56.78125 0 \n",
       "L 9.8125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-45\"/>\n",
       "     <path d=\"M 18.109375 8.203125 \n",
       "L 18.109375 -20.796875 \n",
       "L 9.078125 -20.796875 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "z\n",
       "M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\"/>\n",
       "     <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "     <path d=\"M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6c\"/>\n",
       "     <path d=\"M 56.203125 29.59375 \n",
       "L 56.203125 25.203125 \n",
       "L 14.890625 25.203125 \n",
       "Q 15.484375 15.921875 20.484375 11.0625 \n",
       "Q 25.484375 6.203125 34.421875 6.203125 \n",
       "Q 39.59375 6.203125 44.453125 7.46875 \n",
       "Q 49.3125 8.734375 54.109375 11.28125 \n",
       "L 54.109375 2.78125 \n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \n",
       "Q 5.515625 13.8125 5.515625 26.8125 \n",
       "Q 5.515625 40.234375 12.765625 48.109375 \n",
       "Q 20.015625 56 32.328125 56 \n",
       "Q 43.359375 56 49.78125 48.890625 \n",
       "Q 56.203125 41.796875 56.203125 29.59375 \n",
       "z\n",
       "M 47.21875 32.234375 \n",
       "Q 47.125 39.59375 43.09375 43.984375 \n",
       "Q 39.0625 48.390625 32.421875 48.390625 \n",
       "Q 24.90625 48.390625 20.390625 44.140625 \n",
       "Q 15.875 39.890625 15.1875 32.171875 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\"/>\n",
       "     <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "     <path d=\"M 32.171875 -5.078125 \n",
       "Q 28.375 -14.84375 24.75 -17.8125 \n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \n",
       "L 7.90625 -20.796875 \n",
       "L 7.90625 -13.28125 \n",
       "L 13.1875 -13.28125 \n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \n",
       "Q 21 -9.765625 23.484375 -3.21875 \n",
       "L 25.09375 0.875 \n",
       "L 2.984375 54.6875 \n",
       "L 12.5 54.6875 \n",
       "L 29.59375 11.921875 \n",
       "L 46.6875 54.6875 \n",
       "L 56.203125 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-79\"/>\n",
       "     <path id=\"DejaVuSans-20\"/>\n",
       "     <path d=\"M 9.8125 72.90625 \n",
       "L 19.671875 72.90625 \n",
       "L 19.671875 42.09375 \n",
       "L 52.390625 72.90625 \n",
       "L 65.09375 72.90625 \n",
       "L 28.90625 38.921875 \n",
       "L 67.671875 0 \n",
       "L 54.6875 0 \n",
       "L 19.671875 35.109375 \n",
       "L 19.671875 0 \n",
       "L 9.8125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-4b\"/>\n",
       "     <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "     <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "     <path d=\"M 4.203125 54.6875 \n",
       "L 13.1875 54.6875 \n",
       "L 24.421875 12.015625 \n",
       "L 35.59375 54.6875 \n",
       "L 46.1875 54.6875 \n",
       "L 57.421875 12.015625 \n",
       "L 68.609375 54.6875 \n",
       "L 77.59375 54.6875 \n",
       "L 63.28125 0 \n",
       "L 52.6875 0 \n",
       "L 40.921875 44.828125 \n",
       "L 29.109375 0 \n",
       "L 18.5 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-77\"/>\n",
       "     <path d=\"M 45.40625 46.390625 \n",
       "L 45.40625 75.984375 \n",
       "L 54.390625 75.984375 \n",
       "L 54.390625 0 \n",
       "L 45.40625 0 \n",
       "L 45.40625 8.203125 \n",
       "Q 42.578125 3.328125 38.25 0.953125 \n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \n",
       "Q 5.515625 14.40625 5.515625 27.296875 \n",
       "Q 5.515625 40.1875 11.734375 48.09375 \n",
       "Q 17.96875 56 27.875 56 \n",
       "Q 33.9375 56 38.25 53.625 \n",
       "Q 42.578125 51.265625 45.40625 46.390625 \n",
       "z\n",
       "M 14.796875 27.296875 \n",
       "Q 14.796875 17.390625 18.875 11.75 \n",
       "Q 22.953125 6.109375 30.078125 6.109375 \n",
       "Q 37.203125 6.109375 41.296875 11.75 \n",
       "Q 45.40625 17.390625 45.40625 27.296875 \n",
       "Q 45.40625 37.203125 41.296875 42.84375 \n",
       "Q 37.203125 48.484375 30.078125 48.484375 \n",
       "Q 22.953125 48.484375 18.875 42.84375 \n",
       "Q 14.796875 37.203125 14.796875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\"/>\n",
       "     <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "     <path d=\"M 34.1875 63.1875 \n",
       "L 20.796875 26.90625 \n",
       "L 47.609375 26.90625 \n",
       "z\n",
       "M 28.609375 72.90625 \n",
       "L 39.796875 72.90625 \n",
       "L 67.578125 0 \n",
       "L 57.328125 0 \n",
       "L 50.6875 18.703125 \n",
       "L 17.828125 18.703125 \n",
       "L 11.1875 0 \n",
       "L 0.78125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-41\"/>\n",
       "     <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "     <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(7.2 269.173474)scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-45\"/>\n",
       "     <use x=\"63.183594\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"126.660156\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"154.443359\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "     <use x=\"182.226562\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"243.75\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"307.226562\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use x=\"359.326172\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "     <use x=\"418.505859\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"450.292969\" xlink:href=\"#DejaVuSans-4b\"/>\n",
       "     <use x=\"515.869141\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "     <use x=\"579.248047\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"640.429688\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "     <use x=\"722.216797\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "     <use x=\"750\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"811.523438\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     <use x=\"875\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "     <use x=\"938.476562\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1000\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"1031.787109\" xlink:href=\"#DejaVuSans-41\"/>\n",
       "     <use x=\"1100.195312\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use x=\"1152.294922\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use x=\"1204.394531\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"1265.917969\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "     <use x=\"1363.330078\" xlink:href=\"#DejaVuSans-62\"/>\n",
       "     <use x=\"1426.806641\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "     <use x=\"1454.589844\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_8\">\n",
       "    <!-- SCAIView Corpus 1 -->\n",
       "    <defs>\n",
       "     <path d=\"M 53.515625 70.515625 \n",
       "L 53.515625 60.890625 \n",
       "Q 47.90625 63.578125 42.921875 64.890625 \n",
       "Q 37.9375 66.21875 33.296875 66.21875 \n",
       "Q 25.25 66.21875 20.875 63.09375 \n",
       "Q 16.5 59.96875 16.5 54.203125 \n",
       "Q 16.5 49.359375 19.40625 46.890625 \n",
       "Q 22.3125 44.4375 30.421875 42.921875 \n",
       "L 36.375 41.703125 \n",
       "Q 47.40625 39.59375 52.65625 34.296875 \n",
       "Q 57.90625 29 57.90625 20.125 \n",
       "Q 57.90625 9.515625 50.796875 4.046875 \n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \n",
       "Q 13.140625 0.921875 6.890625 3.21875 \n",
       "L 6.890625 13.375 \n",
       "Q 12.890625 10.015625 18.65625 8.296875 \n",
       "Q 24.421875 6.59375 29.984375 6.59375 \n",
       "Q 38.421875 6.59375 43.015625 9.90625 \n",
       "Q 47.609375 13.234375 47.609375 19.390625 \n",
       "Q 47.609375 24.75 44.3125 27.78125 \n",
       "Q 41.015625 30.8125 33.5 32.328125 \n",
       "L 27.484375 33.5 \n",
       "Q 16.453125 35.6875 11.515625 40.375 \n",
       "Q 6.59375 45.0625 6.59375 53.421875 \n",
       "Q 6.59375 63.09375 13.40625 68.65625 \n",
       "Q 20.21875 74.21875 32.171875 74.21875 \n",
       "Q 37.3125 74.21875 42.625 73.28125 \n",
       "Q 47.953125 72.359375 53.515625 70.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-53\"/>\n",
       "     <path d=\"M 64.40625 67.28125 \n",
       "L 64.40625 56.890625 \n",
       "Q 59.421875 61.53125 53.78125 63.8125 \n",
       "Q 48.140625 66.109375 41.796875 66.109375 \n",
       "Q 29.296875 66.109375 22.65625 58.46875 \n",
       "Q 16.015625 50.828125 16.015625 36.375 \n",
       "Q 16.015625 21.96875 22.65625 14.328125 \n",
       "Q 29.296875 6.6875 41.796875 6.6875 \n",
       "Q 48.140625 6.6875 53.78125 8.984375 \n",
       "Q 59.421875 11.28125 64.40625 15.921875 \n",
       "L 64.40625 5.609375 \n",
       "Q 59.234375 2.09375 53.4375 0.328125 \n",
       "Q 47.65625 -1.421875 41.21875 -1.421875 \n",
       "Q 24.65625 -1.421875 15.125 8.703125 \n",
       "Q 5.609375 18.84375 5.609375 36.375 \n",
       "Q 5.609375 53.953125 15.125 64.078125 \n",
       "Q 24.65625 74.21875 41.21875 74.21875 \n",
       "Q 47.75 74.21875 53.53125 72.484375 \n",
       "Q 59.328125 70.75 64.40625 67.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-43\"/>\n",
       "     <path d=\"M 9.8125 72.90625 \n",
       "L 19.671875 72.90625 \n",
       "L 19.671875 0 \n",
       "L 9.8125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-49\"/>\n",
       "     <path d=\"M 28.609375 0 \n",
       "L 0.78125 72.90625 \n",
       "L 11.078125 72.90625 \n",
       "L 34.1875 11.53125 \n",
       "L 57.328125 72.90625 \n",
       "L 67.578125 72.90625 \n",
       "L 39.796875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-56\"/>\n",
       "     <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "     <path d=\"M 8.5 21.578125 \n",
       "L 8.5 54.6875 \n",
       "L 17.484375 54.6875 \n",
       "L 17.484375 21.921875 \n",
       "Q 17.484375 14.15625 20.5 10.265625 \n",
       "Q 23.53125 6.390625 29.59375 6.390625 \n",
       "Q 36.859375 6.390625 41.078125 11.03125 \n",
       "Q 45.3125 15.671875 45.3125 23.6875 \n",
       "L 45.3125 54.6875 \n",
       "L 54.296875 54.6875 \n",
       "L 54.296875 0 \n",
       "L 45.3125 0 \n",
       "L 45.3125 8.40625 \n",
       "Q 42.046875 3.421875 37.71875 1 \n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
       "Q 18.265625 -1.421875 13.375 4.4375 \n",
       "Q 8.5 10.296875 8.5 21.578125 \n",
       "z\n",
       "M 31.109375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(539.165564 51.711406)scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-53\"/>\n",
       "     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-43\"/>\n",
       "     <use x=\"133.300781\" xlink:href=\"#DejaVuSans-41\"/>\n",
       "     <use x=\"201.708984\" xlink:href=\"#DejaVuSans-49\"/>\n",
       "     <use x=\"231.201172\" xlink:href=\"#DejaVuSans-56\"/>\n",
       "     <use x=\"299.578125\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"327.361328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"388.884766\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "     <use x=\"470.671875\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"502.458984\" xlink:href=\"#DejaVuSans-43\"/>\n",
       "     <use x=\"572.283203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"633.464844\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"674.578125\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"738.054688\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "     <use x=\"801.433594\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use x=\"853.533203\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"885.320312\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"text_9\">\n",
       "    <!-- SCAIView Corpus 2 -->\n",
       "    <g transform=\"translate(149.422918 359.339936)scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-53\"/>\n",
       "     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-43\"/>\n",
       "     <use x=\"133.300781\" xlink:href=\"#DejaVuSans-41\"/>\n",
       "     <use x=\"201.708984\" xlink:href=\"#DejaVuSans-49\"/>\n",
       "     <use x=\"231.201172\" xlink:href=\"#DejaVuSans-56\"/>\n",
       "     <use x=\"299.578125\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"327.361328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"388.884766\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "     <use x=\"470.671875\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"502.458984\" xlink:href=\"#DejaVuSans-43\"/>\n",
       "     <use x=\"572.283203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"633.464844\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"674.578125\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"738.054688\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "     <use x=\"801.433594\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use x=\"853.533203\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"885.320312\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p4a348e65e1\">\n",
       "   <rect height=\"543.6\" width=\"557.400599\" x=\"138.170667\" y=\"10.7\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1124aa240>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 10))\n",
    "venn3(\n",
    "    [bel_pubmeds, scaiview_query_1_pubmeds, scaiview_query_2_pubmeds],\n",
    "    set_labels = (\"Epilepsy Knowledge Assembly\", \"SCAIView Corpus 1\", \"SCAIView Corpus 2\")\n",
    ")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}