{
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   },
   "source": [
    "# Table of Contents\n",
    " <p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
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   "source": [
    "## Author: Saket Choudhar [saketkc\\\\gmail]\n",
    "## License: GPL v3\n",
    "## Copyright © 2017 Saket Choudhary<saketkc__AT__gmail>\n",
    "\n",
    "%matplotlib inline\n",
    "import seaborn\n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use('seaborn-ticks')\n",
    "from matplotlib import transforms\n",
    "import matplotlib.patheffects\n",
    "from matplotlib.font_manager import FontProperties\n",
    "import matplotlib as mpl\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "COLOR_SCHEME = {'G': 'orange', \n",
    "                'A': 'red', \n",
    "                'C': 'blue', \n",
    "                'T': 'darkgreen'}\n",
    "\n",
    "BASES = list(COLOR_SCHEME.keys())\n",
    "\n",
    "\n",
    "ALL_SCORES1 = [[('C', 0.02247014831444764),\n",
    "              ('T', 0.057903843733384308),\n",
    "              ('A', 0.10370837683591219),\n",
    "              ('G', 0.24803586793255664)],\n",
    "             [('T', 0.046608227674354567),\n",
    "              ('G', 0.048827667087419063),\n",
    "              ('A', 0.084338697696451109),\n",
    "              ('C', 0.92994511407402669)],\n",
    "             [('G', 0.0),\n",
    "              ('T', 0.011098351287382456),\n",
    "              ('A', 0.022196702574764911),\n",
    "              ('C', 1.8164301607015951)],\n",
    "             [('C', 0.020803153636453006),\n",
    "              ('T', 0.078011826136698756),\n",
    "              ('G', 0.11268374886412044),\n",
    "              ('A', 0.65529933954826969)],\n",
    "             [('T', 0.017393530660176126),\n",
    "              ('A', 0.030438678655308221),\n",
    "              ('G', 0.22611589858228964),\n",
    "              ('C', 0.45078233627623127)],\n",
    "             [('G', 0.022364103549245576),\n",
    "              ('A', 0.043412671595594352),\n",
    "              ('T', 0.097349627214363091),\n",
    "              ('C', 0.1657574733649966)],\n",
    "             [('C', 0.03264675899941203),\n",
    "              ('T', 0.045203204768416654),\n",
    "              ('G', 0.082872542075430544),\n",
    "              ('A', 1.0949220710572034)],\n",
    "             [('C', 0.0),\n",
    "              ('T', 0.0076232429756614498),\n",
    "              ('A', 0.011434864463492175),\n",
    "              ('G', 1.8867526364762088)],\n",
    "             [('C', 0.0018955903000026028),\n",
    "              ('T', 0.0094779515000130137),\n",
    "              ('A', 0.35637097640048931),\n",
    "              ('G', 0.58005063180079641)],\n",
    "             [('A', 0.01594690817903021),\n",
    "              ('C', 0.017541598996933229),\n",
    "              ('T', 0.2774762023151256),\n",
    "              ('G', 0.48638069946042134)],\n",
    "             [('A', 0.003770051401807444),\n",
    "              ('C', 0.0075401028036148881),\n",
    "              ('T', 0.011310154205422331),\n",
    "              ('G', 1.8624053924928772)],\n",
    "             [('C', 0.036479877757360731),\n",
    "              ('A', 0.041691288865555121),\n",
    "              ('T', 0.072959755514721461),\n",
    "              ('G', 1.1517218549109602)],\n",
    "             [('G', 0.011831087684038642),\n",
    "              ('T', 0.068620308567424126),\n",
    "              ('A', 0.10174735408273231),\n",
    "              ('C', 1.0009100180696691)],\n",
    "             [('C', 0.015871770937774379),\n",
    "              ('T', 0.018757547471915176),\n",
    "              ('A', 0.32176408355669878),\n",
    "              ('G', 0.36505073156881074)],\n",
    "             [('A', 0.022798100897300954),\n",
    "              ('T', 0.024064662058262118),\n",
    "              ('G', 0.24571286522646588),\n",
    "              ('C', 0.34070495229855319)]]\n",
    "\n",
    "ALL_SCORES2 = [[('A', 0.01653482213365913),\n",
    "              ('G', 0.026710097292833978),\n",
    "              ('C', 0.035613463057111966),\n",
    "              ('T', 0.057235922770358522)],\n",
    "             [('C', 0.020055669245080433),\n",
    "              ('G', 0.023816107228533015),\n",
    "              ('A', 0.031336983195438178),\n",
    "              ('T', 0.058913528407423782)],\n",
    "             [('T', 0.018666958185377256),\n",
    "              ('G', 0.084001311834197651),\n",
    "              ('A', 0.093334790926886277),\n",
    "              ('C', 0.30333807051238043)],\n",
    "             [('C', 0.0),\n",
    "              ('G', 0.0),\n",
    "              ('A', 0.32027512306044359),\n",
    "              ('T', 0.82203948252180525)],\n",
    "             [('C', 0.012698627658037786),\n",
    "              ('A', 0.053334236163758708),\n",
    "              ('T', 0.096509570201087178),\n",
    "              ('G', 0.10920819785912497)],\n",
    "             [('C', 0.0),\n",
    "              ('G', 0.089472611853783468),\n",
    "              ('A', 0.1930724782107959),\n",
    "              ('T', 0.22132698721725386)],\n",
    "             [('C', 0.020962390607965918),\n",
    "              ('A', 0.026202988259957396),\n",
    "              ('G', 0.066380903591892068),\n",
    "              ('T', 0.07336836712788071)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.10236420974570831),\n",
    "              ('C', 0.15354631461856247),\n",
    "              ('T', 0.29173799777526871)],\n",
    "             [('G', 0.027681850851852024),\n",
    "              ('C', 0.089966015268519078),\n",
    "              ('A', 0.089966015268519078),\n",
    "              ('T', 0.53287562889815143)],\n",
    "             [('A', 0.034165612000664765),\n",
    "              ('C', 0.06833122400132953),\n",
    "              ('G', 0.072601925501412631),\n",
    "              ('T', 0.28186629900548432)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.037325935579058833),\n",
    "              ('C', 0.23328709736911771),\n",
    "              ('T', 0.72785574379164719)],\n",
    "             [('A', 0.017470244196759552),\n",
    "              ('C', 0.062892879108334396),\n",
    "              ('G', 0.094339318662501587),\n",
    "              ('T', 0.19916078384305891)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.096447131567581681),\n",
    "              ('C', 0.15844885900388422),\n",
    "              ('T', 0.48223565783790845)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.069291952024925829),\n",
    "              ('C', 0.20787585607477749),\n",
    "              ('T', 0.46425607856700307)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.0),\n",
    "              ('C', 0.21713201856318373),\n",
    "              ('T', 1.1495224512168551)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.048934292002649343),\n",
    "              ('T', 0.27263391258618919),\n",
    "              ('C', 0.42642740173737281)],\n",
    "             [('A', 0.0),\n",
    "              ('G', 0.053607190685875404),\n",
    "              ('C', 0.2054942309625224),\n",
    "              ('T', 0.69689347891638032)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.0),\n",
    "              ('C', 0.31312908494534769),\n",
    "              ('T', 0.84220926295645249)],\n",
    "             [('G', 0.0),\n",
    "              ('C', 0.068079835765814778),\n",
    "              ('A', 0.068079835765814778),\n",
    "              ('T', 1.3207488138568066)],\n",
    "             [('G', 0.020257705570431345),\n",
    "              ('A', 0.020257705570431345),\n",
    "              ('C', 0.048618493369035232),\n",
    "              ('T', 0.055371061892512348)],\n",
    "             [('G', 0.0),\n",
    "              ('A', 0.076286510680262556),\n",
    "              ('C', 0.20538675952378382),\n",
    "              ('T', 0.34622339462580698)]]\n",
    "\n",
    "\n",
    "class Scale(matplotlib.patheffects.RendererBase):\n",
    "    def __init__(self, sx, sy=None):\n",
    "        self._sx = sx\n",
    "        self._sy = sy\n",
    "\n",
    "    def draw_path(self, renderer, gc, tpath, affine, rgbFace):\n",
    "        affine = affine.identity().scale(self._sx, self._sy)+affine\n",
    "        renderer.draw_path(gc, tpath, affine, rgbFace)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
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   "source": [
    "def draw_logo(all_scores, fontfamily='Arial', size=80):\n",
    "    if fontfamily == 'xkcd':\n",
    "        plt.xkcd()\n",
    "    else:\n",
    "        mpl.rcParams['font.family'] = fontfamily\n",
    "\n",
    "    fig, ax = plt.subplots(figsize=(len(all_scores), 2.5))\n",
    "\n",
    "    font = FontProperties()\n",
    "    font.set_size(size)\n",
    "    font.set_weight('bold')\n",
    "    \n",
    "    #font.set_family(fontfamily)\n",
    "\n",
    "    ax.set_xticks(range(1,len(all_scores)+1))    \n",
    "    ax.set_yticks(range(0,3))\n",
    "    ax.set_xticklabels(range(1,len(all_scores)+1), rotation=90)\n",
    "    ax.set_yticklabels(np.arange(0,3,1))    \n",
    "    seaborn.despine(ax=ax, trim=True)\n",
    "    \n",
    "    trans_offset = transforms.offset_copy(ax.transData, \n",
    "                                          fig=fig, \n",
    "                                          x=1, \n",
    "                                          y=0, \n",
    "                                          units='dots')\n",
    "   \n",
    "    for index, scores in enumerate(all_scores):\n",
    "        yshift = 0\n",
    "        for base, score in scores:\n",
    "            txt = ax.text(index+1, \n",
    "                          0, \n",
    "                          base, \n",
    "                          transform=trans_offset,\n",
    "                          fontsize=80, \n",
    "                          color=COLOR_SCHEME[base],\n",
    "                          ha='center',\n",
    "                          fontproperties=font,\n",
    "\n",
    "                         )\n",
    "            txt.set_path_effects([Scale(1.0, score)])\n",
    "            fig.canvas.draw()\n",
    "            window_ext = txt.get_window_extent(txt._renderer)\n",
    "            yshift = window_ext.height*score\n",
    "            trans_offset = transforms.offset_copy(txt._transform, \n",
    "                                                  fig=fig,\n",
    "                                                  y=yshift,\n",
    "                                                  units='points')\n",
    "        trans_offset = transforms.offset_copy(ax.transData, \n",
    "                                              fig=fig, \n",
    "                                              x=1, \n",
    "                                              y=0, \n",
    "                                              units='points')    \n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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4uBiAfv36Od2iiG8Eg6YXwtq15gfW0KFw4IGmAi2e3Dq6euWV7sQREUkozc1w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uJEYNCgoJcHP/UUjR8ikXPOoVlR0OYLigKUbAAO/QAcnMsss4DQ0MAhtgtvRo1JFPPVx/mUs3my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\na6FTZPG8AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe72e6edef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'xkcd')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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KZVDwOTTqRqzEIT89R0VExJd8XajLzc0FoLi42ONMRKLPypXwyiteZyEiIhGzZToUz/Ju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\nGzjQ7jb0l15yf3qUG958E14Jtxes45iBD26+67j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RB9DxDDz7STj6vrERpr7/12RdlVAc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evri8Xvr7jdw2AYMlEXCoVYtGgRP//5zznhhBMK799+++3cddddPPPMM0M+6Z6IurvvvpsDDjgA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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe71d1569b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Verdana')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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KCo8zEYk/8+bBlCleZxEdf/ub1xmIiPjYkn/G5jqpOdD3HDjsRTh1GZxdAec1w9haOHkR\nHPAP2O08yOwS/VxWvRj9a4i4sjSJOlsBVr7gdQYiInEhzesEdqSgoACALVu2eJyJSPz54x+9ziB6\nnnoK7r4bttbvRUQkrLkOlj8V3Wv0OcMU3XqeBGk5P/zvqVnQcZC5DfglNNWYvVPf3gNNUZqGWDPZ\nHIKRmhGd+CKuNNfBsididLEAdD3cfK9m9zKF8kAqNJTClq+g5CPzMdQc3TTWvwMNZZCRH93riIjE\nOd8W57p27QpASUmJx5mIxJc1a+CZZ7zOInoqK2HSJLjgAq8zERHxmdWvQEOU3tRM7wQHPQl9fty+\n+6XlwLBboP8v4MvLYfXL7nNrLIMNH0DPE93HFnFp9StQvzl68QMpUHQE9D0b+pwO2T1a/7rdzjEf\nGytg8d9h/l1mRDwago2mgL7HhdGJLyKSIHw71ho+EEKdcyLt88gj0NQU3Wv07AnXXgsTJ8Lbb5uD\nJ555Bi69FPbYI7rXBnhN60tERH4oWgdBFOwHJ85uf2GupexucOjzMPAyd3m1pNFWiQdL/h692B32\ngONmwrFTYdBlOy7MtZTeEfa63oymD746ermt0miriMiu+LZzLjc3F9CBECLtEQrB889HJ3ZWFowd\nazrWjjoKUlN/+DU/+Yn5OG8e/PrX0Tst9u23ob4eMjOjE19EJO5ULIKSae7jDroCRv0RUh38wE1J\nhf0ehsxCmDfePl5L6z9wG0/EtfJvoeTj6MTuezYc8E/I6BTZ/TMLYN+/QMG+MOMiCDl+l3f9e2ac\nNqOz27giIgnEt51zGRlmb0hDQ4PHmYjEjzlzYPly93H79YMZM+DJJ+GYY1ovzLU0bBi88w68+CJ0\n7+4+n6oq+Ogj93FFROLW8qfdx+z/S9jvITeFubBAAEbcYWK7VLMKate7jSniUjQ6W1MyYf9HTVdq\npIW5lnY/H458zRz44lKwEYqT5IRaEZEI+bY4l5WVBUB9fb3HmYjEj1decR/zmGPgyy9h773bd79A\nAM46Cz79FPr0cZ+XRltFRFpYO9ltvM77wH4Puo3Z0n4PQedRbmNu/sJtPBFXgo2wfKLbmIEUOPJ1\nGPh/5kmXKz1PhMNfMfFd2vy523giIgnG98W5uro6jzMRiR+ui3NXXmlGSLeugIxI//6my61vX2dp\nAaY4Fwq5jSkiEpcql0LZN+7iZXSGw18yJ69GS2qmOWAiJd1dTL34F78qmeb+sJYRd0KP0W5jhvU8\nHkbc5Tbm5plu44mIJBjfFufCY61NTU0Eg0GPsxHxv0WLYP58d/HGjIEHHoA0B5sp99gDPvgAOjmY\nuAhbswa+/tpdPBGRuLXGcdfcwROhw+5uY7am8wgYNM5dvC3qnBOfWv2q23i9T4O9bnQbc3tDroei\nw9zF2/IVBKN8YpmISBzzbXEuPX3bO6lN0T56UiQBvOrweV/PnvDEE26nJAYMgMcfdxcP4OMo7VUW\nEYkrLkdah9wAvca4i7cre90EabluYm3+XC3V4j+hIKyZ5C5ehwFw0FPux063l5IKB/4LArtYNNxW\nzbVQPs9NLBGRBOTb4lxKyrbU1DknsmuuRloDAXjmGSgqchOvpTPOMCe+ujJjhrtYIiJxqbEKNv7X\nTazsHjD8d25itVVWEQy+2k2shlKoWuomlogrm7+E2nVuYqVmwRGvuDn8oS06DoY9fuYunkbPRUR2\nyLfFudQWx0GqOCeyc6tWwReOpnl++1s46ig3sVrzwAOQ4+gQsOnT3cQREYlbGz+BkKMJg+F3uOti\na48h10G6o2KDDoUQv1n/rrtYe14H+cPdxWuLYb+DlAw3sTZp75yIyI74tjgnIm03ydG0xKBBcOut\nbmLtSPfucOmlbmKtXAnFxW5iiYjEpfUfuInTcU+3HTLtkZEPfc9xE0udOeI3699zEyerK+x1g5tY\n7ZHbFwZe5iaWvj9FRHbIt8W5lt1yAZeLr0QSkKuR1jvvhHSHB+ftyLXXQmamm1gabRWRpLb+fTdx\n9vw1pDg4AShSfc92E6dUJwWJjzRWwSZHbf7Db4f0PDex2mvQ5W7ilM+Hxko3sUREEkxcFOda7p8T\nke8rKYFPPrGPM2oUnHmmfZy26NEDfvELN7FUnBORpNVQDmVz7ONkFEC/n9rHsdHtaMgstI+jnXPi\nJxs/gWCjfZysrrDHRfZxIpU3ADrv4yBQCMrmOogjIpJ4fFv1am5u/t/nLffPicj3TZkCLtYyXnst\nxLIOfrWj/d/aOyciSat0lps4A34FaY6WgUYqJQ16n24fp2YNNNfbxxFxYcNHbuIMvMwcBuGl3RyN\nnlcucRNHRCTBxEVxTp1zIjv25Zf2MYqK4Kyz7OO0x4ABMHSofZwvv4QWPy5ERJLHlq/cxOl3vps4\ntvq4eCAKQdVyB3FEHNji4ElaSiYMdLSs14ar0XN1t4qItMq3Va/GRtMCnpKSouKcyE7MdTAd8POf\nu9sB1x6nnGIfo7YWlut1mIgkIxfFudzdodNe9nFc6P4jM2JrSy/+xQ9CITffoz1PNGOtXuuwBxTs\nZx9HnXMiIq3ybdUrXJxLj8V2epE4FQq5Kc6d7ejN0PZyUZwDmDfPTRwRkbji4oV/r5PBLwdvpaRD\nL4sHhg4DYNhtUOBiN5aIpaql0FhuH6fXqfYxXHFxqrKK5yIirfJtca6pqQlQcU5kZ1auhHLL531d\nusDIkW7yaa8DDzTXt6XinIgknYZyqFxsH8emGBYNXQ5u39dndYfBV8Pxn8Mp38GI2yG7R1RSE2mX\nzQ5GWglArzEO4jjS1+LksEAa9DwJhlznLp9oC4XMgR6hkNeZiEgSSPM6gR2pq6sDICvL4+WnIj42\nx8EhfaNHx/YgiJZSU2HMGHjqqchjpKV5M5IrIuIpF4dBpHWArkfYx3GpLV1vaXmmSNDvp9D1aEjR\nwWHiQy72zRUe6I+R1rDc3SGrG9RtaOMdAuZnzG7nQZ8zIcvBO7KuhEJmxHbTdKheYQ6TqVkDtWug\nZi00VX7/pN3ULEjJgswC6NDfjPl26A95/bf9Oj3Psz+OiMQ/3xbnamtrAcjOzvY4ExH/clGcO+44\n+xg2Tj01suJcYSFccglcdhn06uU+LxERX3Mx0trjeEj12bsb+cNNh02o6fu/n5IBPcdAv5+Yj2l6\nfig+56I419tHI61gRuAL9oV1U3b+dQX7moLcbmMhp3dscmuLisVQ/DZs/ARKPoG69W2/b3OduTWW\nQdWy1r+m8CDofZq5ddzTPysDRCQu+LY4V19fD0CmWmJEdigRinNHH92+rx82DK66Cn76U1DtXkSS\nlqt9c36TmgWdhkLZHCAA3Y4yHXJ9zoCMzl5nJ9I2oaCj71GfjZ3DjotzHQdvLcidBx0HxT6vHWmu\ng9WvwJJ/QslH0b3W5hnmNuc3kDfQFOn6ngOF+0f3uiKSEHxbnKuqqgKgQ4cOHmci4l+2xblhw6Bn\nTze5RKpzZ5PDunU7/ppAAE4+Ga6+2hTz9EakiCQ9J51zJ9rHiIbdzoXdLzAfc9QaLXGo4jtoqrKL\nkbu7KVT7TcG+2z7P6W2+T3f7CXQe6a8naHWbYMF9sPTf0LAl9tevXAwL/mhuvU6Bvf8A+T78/yki\nvuH74lxenmb3RVpTVQVLLQ+88rprLmzYsNaLc3l5cPHFcMUVMGBA7PMSEfGl5gb7Ew9z+kJ2Nzf5\nuDb0Jq8zELHjYqS11xh/FbvCCvaHAf9nRsyLDoWAz84XDDbCwj/D/LuhscLrbIy1r8O6N2H3C2H4\n7yG3j9cZiYgPRVycW716NUVFRVE7sKF86xGU6pwTad0339jHOOoo+xguDB0K77677df9+8O4cXDR\nRdCxo3d5iUgCCYXggANgyRK7ODffDNdf7yanSNWuMWNzNjrt5SYXEfmhikX2MQr2s48RDTk94YBH\nvc6idZu/hJk/h7K5XmfyQ6EgLHsCVvwHhlwPw2+DFN/2yYiIByL6ibBkyRLOPvtsnn/+eQYNis5O\ngXBxrqCgICrxReKdi31zQ4bYx3Bh6NYu/x/9yOyTGzPGnOQqIuLM7NnwpYNulscfh+uu87ajpWqF\nfQw/jsuJJIrq5fYx9D3adqGQ6Zb7+gb7Ny6iLVgP8++EjR/Doc9Bdg+vMxIRn2h3H/Knn37KBRdc\nQE1NTTTy+Z+ysjIAOqptRqRVtsW5tDTo189JKtZGj4a5c+GDD8zprSrMiYhzzzzjJs7ChfCVg31v\nNqpX2MfQC3+R6HHyPeqTd1D9rrkOZvwMZl/n/8JcSyUfw9v7Qdl8rzMREZ9oV3HuP//5D1dffTWX\nX355tPL5n4oKsyOgU6dOUb+WSDyyLc7tsYcp0PlB374wfLjXWYhIwmpuhmefdRdvwgR3sSLh5IW/\nxlpFoqbKsnMud3dIy3WTSyKrLYb3j4LlHv9MjlTtOnj/CNj8hdeZOBcMmoZGEWm7dr00HzVqFO++\n+y6ZmZmMHz++3RfbsmXXJ+VkZGTQoUMHqqurAcjN1QOTSGvmW77RFqWJdBER//noIygudhfv2Wfh\nT3+C9HR3MdvDyVirinMiUdFcb4ouNvKHucklkW2ZDdNOtv+79lrDFph6PBz/BeT19zqbNtu0yUy9\nzJljbt98Axs3QnW1udXXm6/LyTG3Tp1gzz3NSp299jK3IUO0W1qkpXYV54ZsXVAVLpy118EHH7zL\nrzn//PO59dZb2bx5MwCdO3eO6FoiiaymBiosD6BScU5EkoarkdawTZvg7bfhlFPcxm0r2865nL6Q\nnuckFRHZTvVK+xgaO9+5iu9g6nFQv8nrTNxoKIWPfwzHTYd0fx6GOHs2vPDCtmLcujbWRGtqzG3T\nJli6FN588/v/vVcvOOYYuOACOPporbaR5Oazs6+3FeNKSkoA6Natm5fpiPjS1tq1FRXnRCQp1NXB\nyy+7j+vlaKttcU5dcyLRo52Q0VW7HqaekDiFubDyeTDjIl/NgtbUwJNPwkEHwT77wD33wFtvtb0w\n1xZr15qH09GjzZqbG24wXXgiych3xbnwARClpaWAOudEWrNxo32MgQPtY4iI+N4bb9i3Grfm9ddh\n63OVmGpugNq1djH0wl8kemz3zYG+R3eksRI+GuPmNFw/Wv0SfHuP11mwcCFcc43parvoIpg5MzbX\nXbcO7r8fRoyAkSNh8uTYXFfEL3xXnAvvmKuqqgJ0WqtIazY5eLNQnXMikhRcj7SG1dfDiy9GJ/bO\n1K6xP5Ewt5+TVESkFdadcwHouKeLTBJLcwN8ciaUzvI6k+iacwtsmuHJpVeuhBNPNLvgHngAyso8\nSQMwo7M//rG5rVrlXR4isRTTsxqnT5++y6/p0KEDoVCIjVtbg9Q5J7EUCkFTkznFNBDwOpsds+2c\ny8qCnj3d5CIi4lulpTBlSvTiT5gAv/pV9OK3pnq1fYzMQvsYItI62865rCJIy3aTSyKZdwesf8/r\nLGIgBLNvgGOnxezFSCgEEyfCFVdAZWVMLtlmkyfDe+/B7bfD1Vd7dw6TSCxEVJxLSUlh2LBhZGVl\ntet+BQUFbfq6uro6amtrASgqKmp3fiI7snmzOeW05W3ZMnOqUE0NbP1nR0oKZGebW69epsts8GBz\nC3/eqZN3fw7bzrmuXc2fUUQkob30EjQ0RC/+Z5+ZDdf9Y3jCXqODVoaMtj0fE5EI2J4emqHi+Q+U\nfh3bcc+UDMjuZQ5nSM2GYCPUb4aa1UAMdsJt/ATWvgG9o3/o0KZNcMkl8MorUb9UxGpqzC66CRNM\nEXHkSK8zEomOiIpz2dnZvByN5cpbtTwNNjzmKhKJxYvND/Lp000hbv36tt0vGNx2FPimTaa1ent9\n+phW67Fj4eCDY1vssu2cy893k4eIiK9Fa6S1paefhttui/51whrK7WNkqjgnEjWNlt+j+v78vmAj\nzLgYQs3Ru0b+3tDlQCjYz9w6DYXUjB9+XVMNVC42xcLVr0Dx2xCM0htAc26CnidCSvQG3aZMgYsv\nhg0bonYJp+bNg0MPhWefhVNP9TobEfd82TsTLs5lZmaSlhbTyVtJAJWV8PjjcNhhpsvtzjvhgw/a\nXphrq9Wr4aGHzHX69jWLU2fMiM0hS7adcyrOiUjCW70apk2L/nUmTozt6Xq2L/xBY60i0dRg2d2q\nzrnvW/DT7osIAAAgAElEQVRHKJ3tPm4gBfqOhRO+hJO+hgP+DgN+CQWjWi/MAaTlQOe9YY8L4cjJ\ncMYG2PdByOziPr/yb2H5U+7jYpoQfv1rGDMmfgpzYTU1pjnioYe8zkTEPV8W5zZtrTxo35y0VShk\nXoP97GfQvTv8/Odm2ihW1q41i1MPPtgsUX3jjei+VlNxTkRkF559NjbXWbrUtGfHiovinMZaRaJH\nnXPulC+Eb37vNmYgFQZeBqcshsOeg4J9I4+VkQ+Dx8EpS2DI9Sa2S/Pvdv6CorkZfvlL+MtfnIaN\nqVAIrrxSBTpJPL4szpVtPRqmrTvqJLktWQLHHANHHQVPPWXeUfHSokVwyilwwgnw7bfRuYbtWKuX\n+/JERGIiFiOtYRMmxO5ati/8AymQ3tFNLiLyfaEgNFbYxVDn3DZf3wjBenfxsrrCjz6A/R+BDnu4\ni5vRCUbdB8d8aK7hStUy2PyFs3BNTXDhhWbCKBFceSW89ZbXWYi448viXOXWY2Ly8vI8zkT8rKkJ\n7r8fhg+HqVO9zuaH3n0XRoyAcePMQRQuqXNORGQn5s2DuXNjd73nn4d6hy8gd8Z251xGgSnQiYh7\nTVVYHxigsXNj8xew9jV38QoPhBO+gm5Huou5va5HwOjPIKevu5grn3MW6sorY/u+VSycfz6sWuV1\nFiJu+PLZWXm5eeKZrwqC7MCcOXDQQebknro6r7PZseZmePhh2HNPs/fOFR0IISKyE7F+9VFWZvYZ\nxIJt55xGWkWix8WBLfoeNb653V2s3S+EY6dBTm93MXckbwAcNcVdh/Kq501HpqVHHoFHH3WQj89s\n2QLnnBPdg9lFYsWXxbnwgRA5OTkeZyJ+09AAt9wC++0HX33ldTZtt2kTHHec6fSzXR0RDNp34qk4\nJyIJKxiE//wn9teN1WirinMi/tVoeRgEqHMOoHwBrJviJlbfc+CgxyE10028tsgfCoe96GYHXe06\n2PipVYj334errrJPZVf69DHNE+F1QyNGQK9ekBLlisPMmfCnP0X3GiKx4MujUOu2tkJlZWV5nIn4\nSWUlnHWWGReNR8Gg6fRbvtx000X6QFVWZmLZUHFORBLWZ595M+MyZYp5J6ZLFE7ta8m2M0fL5v0j\n2AzBBiAIgbSttxQIBLzOTCKlzjk3vnvYTZwuh8DBE7wZ5e9xHAwaB4sesI+18jkzMhuBmhq4+GIz\nzePaoYfCSSfBvvvCPvtAUVHrX1daagqEb79tbuvWuc/lD3+AX/xixzmIxAMV5yQubNhgjvuOp265\nHXn0UUhLgwcfjOz+tiOtoOKciCQwrxbqNDXBc8/BFVdE9zq2nXNpuW7ykNY1VkD1SqhetfVji1vt\nGmiqhuZ6s+Q+1Nqr5QCkd4KMzqaQmtHZFGsyCiC7O+QNhk57Qt4gSNOEie84OU25s32MeNZUDcuf\nso+T3gkO/U9sO+a2N/QWWPa4/SEh69+P+K733gurV9tdvqW0NDNGes01ZpKpLTp3hrPPNrdQCD76\nCG68Eb5wd9YFlZXw+9+bBgiReOXL4lxpaSkAnXSkpGCKUUccAd9953Um7jz0EAwbBr/6Vfvv6+Jw\nCX1riUhCamiAF16I/P67727amyM1cWL0i3NNVXb3D/jyqV/8CYWgegWUTDO3LbNNAc56rDFkYjSW\nQfUu/i3m7gYd94TCA6D7cdDlQEhJt7y+WHFRnEtN8uaEdVNMgc7Wvg+Y7xEvZXWBvW6COTfbxalc\nDHWbTLx2WLkS7rvP7tItHXGE2eCwm8VfayAARx9tRlGff948ZLo6OO+xx8yhF4MGuYknEmu+fIZW\nUWHeXejcOcnfORKqq+HkkxOrMBd2+eXmoIgj2tml7mLhqZpSRSQhvfWWmZ+J1IMPwnnnQVWEBbDP\nP4eFC80P92gJNtrdP5rFuYrF8MUl0YvfHoPGQZ/T3cYMNsKGqbD6ZVj3NtR4fERguCOv+B2YNx7S\n8qDb0dB9tPmz5/TyNr9k1FRjHyOa36ONlfY/Q1wIBHbcIbjqJfv4HQdDvwvs47gw+Cr47hGoXWsX\np3SWGZVth+uuc3dw3i23wO23m845FwIBOPdcOPxwOPVUmDXLPmZzszn44q9/tY8l4gVfFufCB0Lk\n5mr0Ipk1NZm26c8/j+51srJg4EDIy4PMTNMWXVpqOvYqLLvQd6apyTwoLVwIHdtxoFOjg+dUrh5Y\nRUR8xWaktagITjjBvEqwOVBi4kS4667I778rrY5CtkNKFB8AmqpM8coPejsszFWtgCV/h6X/hnoH\nuyWipakS1r5mbrOugh4nwsDLoOeJ2mMXK6Em+xjR7H787/nm34fXMgrgrFbapZpqYN2b9vGH3gIp\nDg5jcCEtBwaPg69vavt90jtC4YHm1uVA0x2b1bVdl506FV5yUOfs0AFefNE8PEZDr14wbZo5RMLF\na74JE+CeeyA72z6WSKz58iV6WZkZCdBYa3J78EGzX9u1Xr1MY8S++8LIkaYwl9rK43cwCF9+CZMn\nm9v8+e5zKS6GO+6AP/6x7fdRcU5EpBUVFfD665Hf/4wzzA/HsWPtinNPPw3jx0fveDrbF/8aa22b\nUAjWvQWL/7b11EjLo9ZjLRQ0RY51b0L+3rD33dDrJK+zSnxBF8W5JP4eLX7HfqS1Q3/Y7Tw3+bjS\n+4wdF+cCqZA/HAoP2lqIO9B0/lkcYtHU5OZ01uxseOMNOPJI+1g706GDefg++GBYtswuVlmZ2W5x\n4YVuchOJJV/+9K+srAQgLy/P40zEKytXwq23uo05ejRceimcckrbilMpKXDAAeZ2112wdCm89ppZ\nNGr7wNHSX/9qTlHaa6+2fX2Tg+d9rRUjRUTi2iuv2M3vnH22+Xj88aadOdLW6VWr4OOP4aijIs9l\nZ2xf/CfzC/+22jgdZv0aNs/wOhM3yubAtDHQ92zY96+Q3cPrjBKXbWcrJHcB3cVI69Df+O/nXMeB\npgBX9g3k9P5+Ia5gX+eHu0ycCN98Yx/nySejX5gL69rVFAL33tu+EeHvf1dxTuKTB+dK71p5uVmm\nquJccgqFzD62GgdrO8Ds9/7kE3j3XTj99Mi7xvr3NycTzZsHN98M6Y6mDpqaTNy2UueciEgrbEZa\nu3TZ9gokMxN+/GO7XCZOtLv/zrh48S+tq1oBn54L7x2SOIW5lla9CG/sacZzJTpcjLUGkvQd1GAz\nrHvDLkZ6vn92zW3vkGfhx2vhx6vh8BdhyHXQ9fConLr89NP2MS691KwXiqUhQ8x1bU2fDitW2McR\niTVfFufCp7UWFBR4nIl44ZVX4E0H6ybAdKTNmQOHHeYmHpgW77vuMgW/Lu07NGmH3n0X5s5t29e6\nKM6pc05EEkpxMXz4YeT3D4+0ho0da5fPiy+6e4fpB4KWd3dQPEhEy5+GN4fCqudjc72UdHOAQ2ah\nWYwfqxM6Gytg5i9gzq3m3VBxy0VxLmT5PR6vKheZf582uh8DqRlu8nEtfyjk9Iz6ZUpK4KOP7GJ0\n7Bjd1ak7c+ut7dvFvSOTJ9vHEIk1X/bP1Gx9QpuT4/6dBPG38nIYN84+TmqqacU+/3z7WDty4IHw\n3/+aBakuxlwfegj++c9df52LsVbthRaRhPLcc2ZRaKTCI61hxx4LnTtHfvJrZaV5ZXBeFPYe2Y68\nuSgeJJLmeph1DSx+1H3s1BwzutblEMgbANk9IbuXeYGenv/DB+NQCBrLoHwBlM+HsnlQPs98XrfB\nbW7z74SGLbDfQ1a7rWR7Dv4uk/V7dPOX9jHaeZppInr1VbuHQ4ArrzQPgV7o0gV+8xtza6/UVLNT\n/PDDzVoikXjjy+Jc49bWoHRXc4MSN265xTRA2EhJMYtAzzjDTU47M3CgOQlp//3N8d02nn4a/vCH\nXXfjueics81VRMRXbEdat98Pl5FhHkT+bTH+N3GiP4tz6pzbpm4jfDQGtnzhLmbHwbDHRdDtGOi8\nd/tO3gwETBdd0SHm1lLFYlj5LKx4GioXu8l18d/M9fa+0008cTOSGnTwRC8eufg+7D7aPkace/FF\nu/vn5bVv3U40XHEF3H471Nfv/OuysswhEocfDkccAQcdBLm5MUlRJCpUnBPf2LABHnvMPs6998am\nMBc2ahTceCPcfbddnLo6eOIJuP76nX+d7bth4Kb7TlpRVQVLltjFyMho++kgIgKLFsFXX0V+/+1H\nWsPGjrUrzr3zDqxfD927Rx6jNSmWL/6TtStne3Ul8MGPTFearZR06HM2DPgVdD0iOu3pHQfC8N/B\nsN/C6lfhm9tNV52tb/8AvU6GLgfZxxI3BxEk6/eobedc3kDosLubXOLUxo0wdapdjHHjwOvNUh06\nmAb27dcc5eebVUWHH25u++5rnjaLJApfFueatlYOVJxLLs8/b9/RNXo0XHutm3za49Zbza68hQvt\n4jz33K6Lcy4Oc1DnXJRcf72bCvO0aeYtQBHZNZuuOfjhSGvY0UebrrpNmyKLGwzCs8+6b0HQWKu9\nphr46GQ3hbnep8Oo+yGvv32stgikQN8zofdp8NWV9uO4oSBMvxBOnB2VxfRJx8VJq8nY3RpshLKv\n7WKoa87JSKtfTjk97TSYNWtbV9zhh8OwYWZCSiRR+fKftzrnkpPt6yswXXNe7FPLyjINFjbXzs42\n7xRVVu7861x8W6g4FwWzZpmz21247DI388siiS4Ucj/SGpaWBmeeGXlsgAkT7O7fGtsX/827mBNK\nBl9cZj9Cl5ZnTl884pXYFeZaSkmD/R6Bff9qvzOu8jtY8g83eSU7F2OtoSR8/C//Fprr7GJ0HuUm\nlzhmO9Lap49Z2eMHF18Ma9ea5o3LL4cRI1SYk8Tnu8655uZmgltL/hnqU00aixfD55/bxTjvPDNi\n6pVDDjHvNj35ZNu+fvfdzZ6E8G3EiLYV3lwU5zTW6lgwaBZkuDr5bv58eOCBXbdRiiS7mTPtTuQ5\n/fSdtyOPHWtXdP/6a/jmGxg+PPIY20vPg1qL+zeWOUslLq2dAsufsouR1gGOfgeKDnaTU6QCARh8\nJXToDx+fBqF2vPOWkm4OqMjpDdm9o5dje4RC0FQJNeugtsWtoRSCDaa7Kvwx1GT+DCmZkJIBqZnm\n89RMSM3e9mfL6W0+b8/uPxup2fYxmqrtY8Sb6hX2MXL72seIY42N9qe0jh7tn0PjUh3UuUXije+K\nc00tqgap+q5MGrZdc2lpMH68m1xsnH9+68W57GzYb79thbiDDop8DZGLsVYV5xybMAGmT3cb8/bb\n4dxzzduYItK6aI20hh1xBHTrZpaiRmriRLjvvsjvv730Tnb3b4jwBNpE0FgBX/yfXYzUHDjqTe8L\ncy31GgNDrodv7zG/Ts1uUZja+jGn1/d/L6vIm1NaQyGoXg6bv4Ats6Bm9fcLcVEpTAUgu7v5c+f2\n2fpxN3OSbsG+kJrl7lLpHe1jJOP3aK3laXAAOcldnFu+3P75/bHHuslFRCLju+Jcc4t5OxXnkoPt\nVBLAySdDfw+mSrZ35JFQVGROCmrZFbf33m463sBNnOokfFM2asrKzIkgrtXUwFVXmWWGIvJDjY1m\n3iVShYVmr9zOpKbCWWfBI49Efp1nnjFHcbt6TmP74j8ZX/iHfXuvKQbZOOAxc+iD3wy/Dfr9xBTf\n0vP90/4CULUM1r4JxW/D5plQvznGCYRM8ae2+IfjzCkZpkDX5RDoerjZW2azey/DsngOyfk96qI4\nl5vcb2YudnCI8zHH2McQkcj5rjjXkopzyeHzz+0PuBwzxk0uttLSYOlScwx5tLgozpWX28eQrW6/\nHUpKohP71VfNUVV++Qcu4ifvv2+OpovUrkZaw8aOtSvOrVsHH35o5oVcUHEuMs0NsOSfdjE67wP9\nfuomH9dSsyDf4fi0rc1fwqoXYO0bULHA62x2LNgAm6ab28I/mc7InidB/4uh+3HtPx3ZRedc/Rb7\nGPGmbr3d/TMLIS3XTS5xyrY417cvdO3qJhcRiYzv1iqGXO1skrgxZYp9jBNOsI/hSjQLc6DinK98\n8w08/HB0rzFunOmiE5Hvi/ZIa9ihh0KvXnbXcnkwhO1Ya1O1KVQlm9WvQL1FMRdg1L3ejILGi2AT\nrHoJ3j0U3tkfFtzv78Jca5prYPVL8NFJ8PoAWPp4+05Ptf3+hOQsoNt2ziX5SCvYF+e0RUXEe77u\nnJPksHCh3f1HjIDePtllHAsuzklRcc6BUMgUzqJ99O3y5WYkzg9LFUX8oroaJk2K/P5tGWkNS0kx\nhbwHHoj8eq+8Ao8+ao7ktuVqp1V2N/s48WT5k3b379AfumshU6saymDpv2DRQ1Czyuts3KleATN/\nbsahR4yHvmftujjr5PszCTvnai0753KS6IXADqg451Phg27qN0P9pm0fm6q2HW4TbDIfQ83mxOeU\ndAikbz30JmPb4TdZXSG7h7mld/LX+gJxwtfFOXXRJQfb4tyJJ7rJI14UFtrHqKiwj5H0nn8epk2L\nzbXuu8+cNjJ4cGyuJ+J3kyfbLc88/fT2tSGfc45dca6mxhTo/t//izxGmIpz7RcKwaaZdjG6Hu4m\nl0TSXA/z74KFf07sE0Yrv4PPxsLyk+GQCZDRecdfq865yNRbrgdJ8pFWsC/OJVOjg1ONlVCxcOtt\nkfl5UVeyrRDXsNkU4VxLzd5WqMvqse3z8K87DoLcfirgxRnfFeda7plrjnZHiniuuRm++84uxt57\nu8klXhQV2cdQ55ylqiq49trYXa+hAS6/HN57L6EeZEMhWLHC/AwoKTHrwzZu/P7nmzZBba3Z/d/Y\naE4iCwTMqrD0dNNJWlBgitbhj+Fb376w114wYICbjlPxkViNtIYddJD5B7XKoitowgRHxTm9+G+3\n6pXQWGYXo8uhbnJJFBv/CzN/EZ2x1azu0Gkv6DTUfMwbZA5aSM01hzWk5ZouklATNNeaW20xVC7e\neluy7fOmKnd5rXsD3t4PDn8ZOo9s/WtSM02nS9BidDzZvj8Bmuvs7p+S6SaP1pR+De8cGL347bHP\nn2HQ5T/47fp6u4cnUOdcm4SCpggX3lO5aTqULwA8aChqrjWH7VQt2/HXZBZBl4Og8EDocjAUHQap\nekLsZ74rzqW1WM7cZHsetPjeqlVQZ/l4vNtubnKJFwUFZsoqGIw8hopzlsaPN0veY+mDD0y33rnn\nxva6jtTUwLx5MGfOttvcuW66OFfv4vDFtDQYONAU6vbaCw45xJysnJ1tf23xQEkJvPNO5PcvKGj7\nSGtYIGC65/74x8iv++GHsGaNfXuCq865ZFL6tX2Mwv3sYySCYDPMudnsk3P1grTTMOh7NnT7kSnG\nZRa048755kOHPaBouwJqsNmczrr2TVj1vCnW2apaBu8dBsdN3/EBHOmd7PYbJuNYq00xE0xRNFpC\nIfv8XAm1/uR/2TK71wWg4twOhUJQOguWPwOrnnNzsnCs1G+Eta+bG5iTvHufBn3OhB6jzUFC4iu+\nK86lpqYSCAQIhUI0NPjkB6FEje1IKyRfcS4lBbp0sTsgVMU5CwsXwl/+4s21r7nGzHF3ctA5EwPr\n1sFrr5nVYB9+aDrfvNDUBAsWmNvLL5vfy8yEI46A4483t6FDE6opMbG98ILdrsf2jrSGjR1rV5wL\nhUzH3403Rh4DtNMqErUO3kzJaE/BqJ0+vwTWvx+9+G2Vng8nfrXj/95UA5+eDescnOSV2QUGXgq7\nnWsKctGQkmq6RrocBCN+b/6O590BGz+zi9tUDdNOgxO+MKeEbi+9o2VxLsmK52Bf/Aq081TdBLNh\ng30MF5M5CaVyKaz4D6x8xoyrJoLGMlj+lLlldoGhN5ufwyrS+YbvinOBQIDs7Gxqamqora31Oh2J\nMtviXFoadO/uJpd4UlRkV5zTzrkIhUJw5ZWRV5mGDYOjjor8hNf16+F3v4O//jWy+8fA4sWmADZp\nEsy0XPEUTfX1Zkr4vffguuvM6OtFF8HPfgY9e3qdnexUrEdaw/bdF/bYw7QoRGrCBLjhBrtKcLaD\nB71ke/HvYh9aShRHgWrX73w0KVZ2VoBsqoWPxkDJR3bXSMuFob+FwVeaEdVYCaRAj+Og2zGw4D6Y\n+zszFhup6uUw/f/BUW/+8L9lFkLV0shjJ1vxHMzzKxt+6WzziO0UEkCW6jPmsWLpE7DiadgcpSex\nqdmQN8B0+6blmcJYapYZzU7JMIdCBBsgWG921tWsgdq1ULPW7mfW9uo3waxfw8K/wPDbYPcLIcV3\npaGk48v/A7m5udTU1FBts+xZ4oJtca5PH0hNwjfLunaF+fMjv7865yI0aZKp5kTq/vvhgANMcaE0\nwhfHDz9sKkijRkWeh2PBILz7rtmXbzNt6KUlS+CWW+D22+Hii+Hmm82KMfGZpUthxozI719QAD/6\nUWT3DY+23nNP5Nf/9luYPRv22SfyGDkO/mHWrrWPEU9cjLy53F0Wj74aZ1+Yyx8OR74OuR6OPKSk\nwtDfQPfR8Nm5kRXRAimQ2dW8WK74zixebymnD2z+PPIc6zeb8cVdnQybSFIyoLkm8vs317vLJQ65\n6GdJ6t28oaDpkvv6JnePj3mDoONgyBtoPs8baH5WZPeM7Hs7FIS6jeZE7C2zYPMMWP8B1Oxit8uu\n1Kw2+0MX/hmOeA3y+tvFEyu+LM7l5Jh30mpqLH5IS1ywaUCA5N2PYNt6ruJcBGpqzFhppEaPNvOT\ngYCpAF11VWRxgkG49FL473/NjLPH3nvPTOnNnu11Jm40NsLf/w6PPw533WW66jTu6iP/+Y/d/X/8\n48hGWsPGjrUrzoHpnrMqzvUCAljt+0qUEZ22yuxiH6O22HQ7JKOl/zY3Gz2Oh8NecDOW7ULhfnD0\nO/D2vtBYvrXgVmQOo8jqZm7ZO/g8o9AU+XbEtvgYbIDqVdChn12ceJKaATarL9Q5Z83moTGuVXxn\numBtO+UCqdD1KOhzutnrluP4+NtAijllPbsbFO4PAy/Zug9vNix7Apb83e5U2PJv4b1Dzc/Fzkl2\n2qKP+LI4l7G1dK+dc4nPtjkyN0lPTrctzm1JwokJa/feCytXRnbfQMDsqgpXeS69FP72N1gU4Qvk\nmTPhX/+CX/0qsvs7sHGjaeCb4mD10Pb69TMThPvsAz16mO/znBzzMSXFPAmtrTU5LF5s/hq/+840\nVbnaa9fYaKYPv/7a/FXr8AgfCO9ss3HOOXb333tvGDTI7pjxZ581XbSRvhJKSTfvvNu8u1/hYOFr\nPNnR4v722Pw5dD3cPk68qVkLX/zwdMh2KTzQdMyl+OzVf15/GPOtGeXaVcGtPVx0t1YsSLLinOWI\nc2Ny72txUZyzWeUat4rfhU/OtOuMTkmHwVeZm+uC3K4EAlCwj7nteS18czssn0DEb97VbYAPR8NJ\nc92s0JB282VxLn3rE1YV5xKfbRt2srZgd+1qd//SUigrg/x8N/kkvGXLTHEuUhddBCNGbPt1erop\n1p1ySuQxb7rJdAHZ/mOIwIwZZm3XmjX2sXr0gEMPNcW4cEGusJX92m3R1GTGU99+G15/HaZOtV9j\n85//mOLfq68mb6eub8yaFXlBG+xGWsMCAdM9N3585DFKSswc+JgxkcfI7WtXnKtcYt5hd10syepq\nXiC4sHyC3VL9ljruacbmbLprNlmMU8ezBfeb3UeRSkmHA//tv8JcWE4UlozmuijOLYSeJ9rH2V5m\nIWT3so/TXOt2N15WN6heEfn9k21UfzsuBimS7mX32jdMYc7mcaHwQPPzLX+ou7wi1aEfHPwk7HER\nTBtj9ucFUiGj89Zbwfc/Zhbs+PdbO+gmBsrKzPP4pUth9Wrz69Zu5eVmd3RTk7k1N5s1VxkZ5sC3\n8C0jw+xS7N7dHCDZr5+5hT8vKPDfdIwvi3PqnEsetsW5zCienO5nLk5UWrrUFEP84rbb4LTT7Ka9\noubqq82jQCRycuCOO374+2PGwLHHwvsRntBXWmrmSZ94IrL7RyAUMg1/11xj36H2ox/BFVeY+mSa\no0eitDTYc09zu/pqWL4cHnnErOmL9H8fwFdfwX77mf9Vwx004EiEbLvmbEdaw845x644B2a01aY4\nl9MXmB75/UNN5gCCjoMjj9GanF6wj8WJti1t+NBdcS4lHTqPtNsDtmm6+SHot2fy0VRXAkv+YRdj\nz1/744VrLLkozpUvsI/RmoMedxNnzWvw8WluYoEpztmocfBuYRxz0d2fVC+7S+fAJ2fYjYH2OQsO\nfc5dx60r3Y6E01aZjuC0PF8+ZlVUwPTp5haefFmyJPaTXR06/LBot8cepmnAqwMnfVmcy9xacVFx\nLvHZFueSsgUbN81SfivOTZhgXu9efLHZ9dXN8nmaM2++adqwInXdddCrlXepAwH4859h5EizRy4S\nTz5p/sIOj82o1U03wX332cXYf39TMNt/fzc57czuu5sGxfPPN/WUxYsjj1VSAmedBV9+CXl57nKU\nNmpuhuees4sR6Smt2xs2DPbayxzuEKnJk+3al1115rguzvlZv/PtinO1a2HdFOhlUVTdkfROZt+Z\nrWC92/G+dVNMh5SNvpaj5PEox8GBFxVRKs75le0IXUOp6RRKS859Ny5OWq1KljNvgk0w8+d2hbnC\nA+HgCf4rzIVl7uTkbQ9s2AAffwyffgqffAJz5kT+0selqipzwGJrhywOHQrHHGNuRx4JnTrFJidf\nFufytr7yqahI7v0BycC2DTtZ67cuOueWLLGP4Up9PaxaZZoS/v1veOEF+O1vzZkJnnZH1tVFfnAD\nmLddrr9+x/99+HD4xS/gHxadCZddZsb9orzJ9/XX7QtzP/mJafSL9Tj6yJGm++2SS8y6r/ZISzO1\n1V69oHdvcw7H8cdHJ0/ZialTobg48vt37myeYbkydqxp941UfT289JL5/o+Ek51WCwGHnS9+1+8n\nMPs6uxGmub+Dnie570Q4ZIKbOK67mTb+1+7+mUWmYzHZZBZCarZdYTPZ9kLads6B2Y+4/cm5ScJF\n548zNq0AACAASURBVJzNQ2xcWf0KbPnKLsao+yFNy4h3prjYvJ576SX47DP7NTOxFi7aPfiged1y\n6qlmS9Hxx5sR2mjxZXGuoMBUe7doa33Cy7Hc/2ozqhbPXI21+sWyZd9/B6Wy0kxs/uMfpvPptNM8\n6sr+85/t/qLGjzc90ztzxx2mYlRZGdk15s2Dv/7VdOhFyerV5vAHG1dcYdL06oDZvDwzFblpkzlh\nFszPn969zS1cfGv5ea9epkvVB4fiil9GWsPOOceuOAcwcWLkxblcBwsQozU251eZhWYMaaXFib+l\ns2DNJHMaXzLYZDE6DVB0qDlhMBpCQf+c0BlIMyNk//t1wHS32pyKXL8J6jZBloOThuNBloMZspo1\nSVuc6+jgEOS1ybK2b81ku/t32AOKDnOTSwL6+GN46CGYNMnsg3OtRw+zmzoryxSls7LMj9yGBlMX\nKCszr1tcdoI2NJgi40svmamzxx4z626iQcU58ZTtOz3l5W7yiDcuxlr91DnXWjsxmLrY6aebhpe/\n/CXG+75WrYI774z8/sOGmbdYdqVbN7jlFjMzGqnbbzedPFE4sSAUgp/+1G4PxF57mTqn10WuQMDU\nQYuLTfGtUydfruKQ7dXWwssv28VwNdIatuee5pCXuXMjj/Hxx2Yx4u67t/++zjrnkszed8GaV6DZ\n4mjDzy+BTsOg40B3eflV7Tq7+2dGsbBUOgfe9smS2n0fhMHjvv97ObvZFefAfI9mJUkRILuHfYwk\n3js3YIB9jKQpzpVMs7t/l0Oi9+SxZh1891B0YrdXr1Og6JA2f/myZXDttaYoZysnB4YMgcGDYdCg\nbR8HDdp1z0NYebkp0q1ZY55qff656eCzWXEDZhLngAPg0kvNGibXhyv6sjiXv/VPqbHWxGdbnHNx\nWmQ86tzZtNTa7NzzU+fc7Nk7/+8ffGBGEy+5xDSadYnFG8nXXWe3FPH++9ve93zVVeZtmBUrIrtW\ndbU5AcG2gNGK2bPNfggbDz0U9anbNissjPw0WPHIG29E3lkK5vuwosIcuetS//52xTmAp5+GW29t\n//06DgICgMWcSMXC5DvgoEM/2Os38I3NSPJGmHocjP4sOid9+oltZ1rIB0uFvJI3ANa/axejYgF0\nTZLiXKdh9jEqLV91x7Hwc5vNmyOPkTTFuUbLzo5UBwv+dqRuA3x7T/Tit0d2zzYV56qr4Z57zMse\nm4m2wkLTkHHGGebQONu1Rp06mduwrT9aLr3UfFyyxLxcevjhyOsI4QPyXn7ZvOl/9NF2ubbky+Jc\nbq5Z5lldXe1xJhJttkv/i4tNy6yr0x7jRUqKefdggcVU0tq1pvbkYk+FrVmzdv01wSA8+qj5IXj7\n7WbVWtQKPh98AC++GPn9R49u32KyrCyz0O0ci8XZr7wCU6bASSdFHqMVtvW+ESPMg6xIxGxHWpub\n4dxz3eTi2sSJZsFmewtkabnmxb/Ni9HGcqhckhwdYC0NuR5WPAOV30Ueo3qFKdAd9SbkOlj+71cZ\n+dBkMRtUv8ldLvGm8972MUrn2MeIF3n9zcmSTRZvxNh2RMW5wYPNXtxIJU1xLqub3cxj9Up3ucS5\n0lIz3bSrJoud6dQJ7r7bDBvF4jXpgAFmddK4cWaq5557TIExEhs2wJgx8NZb5tAIF3xZ0ui4dXC+\nrKzM40wk2oYMsbt/MAjr1kFfBxM+8WbkSLviHJgW5KFD3eQTqVCobcW5sLIy0yT22GPmh+qJJzpO\nqLHR/MSOVCBgFuW198X2WWfBYYeZo4wiNW6cefvG4aPbK6/Y3f+oo5ykIclqyxZTdE5UixfDzJlw\n0EHtv2/+CPtOkeJ3kq84l5YNh78E7xxot7C/fD68NQr2f9ScSOqHDkTXxbD8kXajgpumm+65aO2d\n87N8B8W54nfsY8SLQIopaG60eA60eQY01UCa5ULr7WX3hJH3uom16AGojc7JC7bFuaSZRuo+GpZY\njA9tmAr1m80e0yRWXm76EGwKcz/6ETz5ZFS28uxSTo55b/Tii+HYY7//mjonx+x3Lyoy01rhz3d0\nc7HzMcyXxbkuW2fWNtv05kpc2Gsv+xirVydncW7UqPafPLm9uXO9L84VF0NJSfvvt3ChaRI78URT\npNtzT0cJPfigXdXzootMu1h7BQLmD3LAAZFfe9ky+MMfzOyvA4sWmb9nG67eSZIk9dJLpmCeyCZO\njLA4tzestmxtLX4LBl9hFyMe5Q+HQ5+HT06HkMV+iIZS+OxcWPJ3GP57syQ81kW6hlJY+RwsfQK2\nfOE2dpcDYd0bkd+/fiOUzYPOETwmxrv8YViPnlctMd2teQ4WisWDzqPsinPBRtj4GfQY7S4ngOxu\nsNcNbmKtfC6qxTkb69aZ7rlevdzk48KCBabTyemkzG7nwpLHIr9/qAlWPJucj51bNTWZ119fWDzk\nHHigee/VdnzVVs+e8NFHZtV4uNhme2ClDV8W57ptnXVct85yEa34nqviXDIaOdI+xocfwnnn2cex\n0Z6uuda89ZZ5MjHHxfRHcbGZmY1UTo5dYWz//eGCC8yL9Ujdey+cf76Ze7bkYi/hbgk88SUxYDvS\nGg+ee84U5tv7DNXF2NyGqeZwhGju0PGr3qfAwU/DjAvtd6ttmGpu+SNg0BXQ7ydm9DhaKpfC+veg\n+F1YNwWCUTq6vsfxMDeCnYgtrZuSnMW5tFyzG9L2UIh1b/3wsIlE1XmUfYwNH7ovzsUJB0/7+Ogj\ncwiYH4RCZktMTQ2cfLLZR3b88Q4KJ92OhP6/gKX/ijzGnN9At6Mh33GHQ+5ucPAEN7Hm/BZqVrmJ\ntZ3Jk2G6xWHeeXnmvVevC3NhXbu6OWzRBV8W53r2NAt2i4uj886C+MegQWZ/WtBiZ/C8ee7yiSej\nHDyH+eAD+xi2bItzYD8e/T833GC3h+K66+zfcrz7bvOIFelhFA0NcPnl8O671h0cLpqXs5LwNb84\nsmqVOdE00YVHd08/vX33c1Gca66Fkk+S9sUs/c41hzp8fDo0WBxJHVY2Fz7/Fcy6FroeaV4Edj0K\nOo+ElAifcgeboXIRbPnKdBUVvwfVy+1zbYvC/U03oE0304L7oP/FkOX4lU92DxjupkucxX+DuvVu\nYrWUv7eKc+1R4OD03Q0f2seIU7adc+Cv4tx3323bgzdxorllZ5sC3emnm4JdQUGEwff5M6x/3+wP\njURTFXx8GhwzFXIdzmRmFsDuF7iJtfAvUSvOPfyw3f1POw1693aTS6LxZXGuYOt3WkVFBcFgkJSU\nJNxVkSSys2GPPczJKZF6/3248053Odl66SVTXzn5ZLMkcv/9TQHStS5dzA82mx0Ry5eb2+67u8ur\nvaZOtY/hZDT3k0/MyYmR6t4drr/ePo/evU0cmw6899+HF16AsWOtUnFx0IrO9ZGI2c7tx5OJE9tf\nnMvpC+md7E+eK347eYtzAF2PgONmwLST7Q6JaKmp0oyDhkdC0/LMwvvs3uaFXE5vyOphOhZTM81e\ntuY6aKo2O95qVn//1lznJq9IDLnOrjjXUApf3wgHPeEuJ4Ds7jDcsqsvbM2r0SnOdd4bVr1gF6Nk\nKjTVml2JiS5/uFnWX7ch8hhbvoS6EvfF4DjQv785nLzZYlLfxXNyV1o7kKy2FiZNMrfUVLPX+Iwz\nTLGnXe+Np+fBYS/A1OPNz6hIVC2FKcNhv4eh30/9sXc0BhYtMkVcG+19upNMfFn1Ch8IEQqFdGJr\nErDtevriC3NajF+8+qpZjjl+vFkj1L07/Oxn5vDPcsvXUNtzNdrqlYoKu/MPwsLHZEesqQmusNwd\nMX48dOhgmchWN9xgliDYuOYa8xdsodDBrtvFlvvqJYnZFMvjzRtvtL9VNRAwY5S2it+2jxHvOg6E\nE7+GoTdDIArvWzdVQunXpli3+FGYcwvMvBj++xP45Ez49GyYfgF88X8w/05Y/pTpAKpcHNvC3P9n\n77zDpKrOP/6ZPjuzvcLSmyJYEKSICopGRCNq7Bo1RRNrNGpiSdRfEkussYTEhr3E2GJFRBFQQCyI\n9CYgbdneprf7++OdYWeX3WXm3js7s7Cf5znPnZ3dOXN2986953zP+37f0mP2fK7PdGla2PQcbHxS\nWx/dkXwdJmlhH1TN095Pd8BghPJTtPWhRGC9xrCeborNJgb7Wvjhh8ywC1KUvbtahMOSAXTVVbKv\nPWGCOLusT3SPpWgs/GShbHSpJdgo1+55J0PVFzLwfZzVq7X3MWSI9j72VTJSnLPb7ZijIRtNGheX\nPWQ+Wn3nIpH0CkzxBIN7Fhasrobnn4dzzpFotylT4MEHZedB6zW8u6e2fvqp6GJa0Rw598QTUh1D\nLQcfLIUg9MLplPBLLVRUwO23a+pizBjZmdTCwoXaXt/Dfsry5fuXZ0EwKNGuyaJHamvjanCnJvWl\nW2HOgsPuEpGu5Oh0j6ZrKT9Fogcn/W/P7xkMMP5piWjSwle/hZV37ReL193o8fkESW3dX+jzU+19\nrP8nBDVYlHRjzjtPex9qbkV6s2JF8iLQkiVw882S3jtyJDzwQAIvyjsIpn4F/c9WNc7dVHwEnxwD\n7x0Ay26VzZiuvtb5qmHb2/Dt9fDRWGjQw4x7T7S4/8TQEt25r5ORaa0Gg4HCwkKqqqqoqqqiTyaV\njelBd6ZNk50OLXz8MZx5pj7j0cL8+dDQ0PH3QyEJGf/sM7EnGzKkJf110qTkjTH1ipxTlPREY8/S\nYb5ps2ncgamullraWggG9Y/R1mLEGOOxx+CSS1SruEVFUl589mz1Q9AjMrKH/ZD9oRBEW154Aa64\nIrnXFOhwEwDY8R4ccJU+fXV38kfCCQuk2MLaB8SXaF+kaDwMOFcWpY69mP/YS2DiKzDvJKmIqZbl\nf5ZowNEPibfSvk5WOdiKwV+jrZ+dH4DyyP6RNtfrJ2C0aivSEqiHH2bC8Gv1G1c34Ywz4PLLtRU5\nf+ghSSZJp1n/CxprIqxeDatWJfjDWWWS4rr9Pfj2GnD/qP6NXRth9T3S7GWQNwJyh7dujr4SJaqG\nSFjSvj3boGmNVMNuXAWNK8USoQvo3Vt7H6tXw2gdLCb3RTJSnAPo3bv3bnGuh32bY46BgQNhyxb1\nfbz1lkSj6ZVVqJaHHkru53/4AR55RFp2tlQluuuuxFN99Yicq6yUG5jm1NAkURR9xLkjjtAY3XXL\nLZ0rqomwbp20TCMSkcX+okWqjQ/POUebOLdihYjWkyer70NPwmGx9MvJgWHDYOhQOeqRwtuDTkQi\n+5ffXIwvv5R8nGRK7hUfpc97b3wShl25fyz+E8FggPKp0uq+gzUPwLY3tFd1TTcFh8OA86D/OZA9\nMLnX9poCE1+GheeDoiHsYfPzUsF15K0w9Ddg1lp6UQO+Ktj+bspM0zEYoHgi7HhXWz+uTVINuJfG\nnMXugCVbqmBWaJh4AKx9CA64EowWfcbVTSgogJNOgvfeU9/Hzp0ijl12mX7jSoaqKnj8ce39nHZa\nki/oeyqUnyzn3g9Py+dWy7XOVymtso2Rn8kBuQdCzlDxIzXZwZQlzWiRVPawt6WFXODZCd7t4K3Q\nNiYdOOooKCmR2Aa1vPce/Pzn+o1pXyJjxbnSaD3bXbtSYNDaQ0ZhNMJFF4lll1pqamDGDLjpJv3G\nlSxffqlNbHK5xOA0mQo4AwdCXp52L7s33uh6cW7FCm3FLGIcpWVt+tVXMHOm9kFkMkuWyO+ocpZ1\n+uni5+HTYHt0ww3yp86E2j7/+hf84x97Pl9Q0CLUtT0WFvZoFl3K559nhulNOnjppeSKweQeqE9k\nTsNyqFkEJTqJffsShYfDUS9D4J+w9Q1p1QvSW6QhUSy5UHKMVI7te7p462mh/9mygFx4viwY1eKv\nhqW/h5V/kz4HXijnntpokkSJhCXCpPIzKQJR/YV4lKWS0mO0i3MAG2bsH+IcQN/TtItznq2w+SUY\noqPlSDfh/PO1iXMA990Hv/qVdmsTNfz979qLidntEvCQNEYT9DlZmneX+GX+8LQUf9CLsAfqv5OW\nadiKRaDsMx16T233R7Ky4Mor4S9/Uf82H3wAP/4IAwao70NvPvpIXIX69JGWrshRg6JkpvnDRRdd\nxEsvvcT999/PjTfemO7hZA6RkBgLB5sh2CTHsEdU9FYtIpMcgxkMJjCa4x5bZMJmLZBmsqf7t2Lj\nRlkEa6GwUCqPRuuJdDlTp0p6rRaOPlrWpclw7LESmaSFPn0kclGP6pyJ8rvfSdalVt55B6ar8aqO\nRGD8ePjmG+2DyHQKCiSyr6RE1ctnzoRLL9U2hHvuES+QdDJrFpx1Fng8yb0uP79FrJsyRfvfooe9\n8JvfwFNPpXsU6WHgQAmpTkbJXnAGbG/HKyxZBlwgIlSmMGu0tsXLmEfhwGv0G088YZ8IOxUfi4jQ\nsALIgOl0zjAoGC1G52XHSkECYwpW180bYeEFUPe1fn06+kP5SVLkJP8QadYC9f1FQpKe1rQWapdA\nzWKo+VKbqNgRnZ1rNV/Bx+O1v4fBCNM3g1ODeb2ebH8XFiQbmhSHtRDO6qAIjr8W3i7XHqlqLYRT\nVkKWDnl4etEF1zWXC0pLpbKpFmbOFIGuK9m2TeZbfr+2fn75S3jmGX3GhBKBqvmw5WWonKevUJdO\njFaxxigaL614PGQPSWg3uqpK5sTNzerf/sgjZf1qyYDg1n//WwTHeEpKZH3ct2/Lse3jnBz9x5Kx\nkXPZ0fxElx6ug5lO2CcTneYNkkPu2SF5496dEGwQAS4UFeNSsVNrsrcIddYCsBS0/jqrDHIOkObo\nk5KdzaFDJQJKi3l8XR08+qh2+zA1LFyoXZgDdUauhx+uXZzbsUMKWagSuVTgckmRDD2YOFHlC595\nZv8Q5kDKGd90k+qZyq9+Jd5xzz2nfgi33AKBANx2W3qi0J54QiIA1ZjQNjRIVeivv+4R5lKO3y+l\nrfdXtmyRG8ox7VTN7IiSo/UR57b+Fw79K+RkQBm1SFiq4GUqJjv0OkHa4ffJ3My1WRZtzRulxR67\nt4CiQ+UjkPlXVjlk9QVnv+hxgCywCg+XjdeuIGconLgQlt8Ba+7X5/fzbN2zoqujL+QdIr5NljxJ\neTQ7weQEkw1CHpkfh1xSACDYAM0/iO+Ta7N+f3ctFB4uaWzhJHeF2qJEJFVzzMP6jEsrIY2hTZ1h\nK4K+Z8DW17T1E6iDJZfB5HdTH5WZQWRnw6mnai/scO21civSGjyRKKGQZFJpFeZA5nu6YTBKqnXZ\ncfK1ZwdUfS4R1PXfSzRuMMMLWNrLop53B0LeSBHjCkbJdVQFpaWy7p06FdTW7ly8WPzin3lGCiam\nA49H1iXtZdRUV0tbtqzj1+fkiEh36aVw/fX6jCljxbmcqBS5z1VrDdRD9UL5UDd8D03rosaTadxx\nDfskh91bsfefNWXJzmzhGCg+UlreCF1uepdcor2y4733SmTM8OGah5MwoZA+6bT5+XDxxcm/buJE\neFiHudpDD8nNvCuEk5deUn8xj+fAA1Ve0Ovq0h/G1dU8+6yobEcnX4XQYJC08W+/lXRktdxxB2za\nJP6QXeXxFonArbdqLzoD8jmbsp9kFaWNWbO0e0B2d154ITlxruxYfd5XCcGK/4OJL+rTnxZW3Sk+\nW90Fk12q/uW1YxgbCYnwFBPtAnVRT6Foi/gg5JULrdEmi6XY0VYaJ8L1A3svyYTIBIwWGHU3DLtc\nBLqNT0FEh1V1PJ7t0ioyuFppyTFQ0skuodEiAvouHXZwN/wbhv9eBNl0EmiA7/+U2vcY+hvt4hxI\nMY3lt8Nhd2rvSyubXxLz/i7gqqu0i3MulxSYWLBAspNSzR13aA82AJgwAcaM0d5Phzj6wMDzpIGY\naHu2i0jXuFrW074q8ZvzR4++qtR5xVlyJUrUWiBRos6B0TZAjrnDtEUhd8CECTBnDpx4onp7pffe\ng8MOkzXG9Olda38zfz78+teSrKCW5mbo1w9++1v9xpWxaa133XUXf/7zn/n1r3/N008/ne7hqMe7\nC6o/FzGuaoH4umRC6oOeWAug31kw6OcyAVEp1DU2SgUYrWHYBx0kanxenrZ+EuXaayViTys33yyp\nf8nicknorRZPsBhz5kh1zlSiKHIh1iLyxPj1r0HV5eHqq+VOsL9x8MGwdKnqGPKdOyW6M9nU67bk\n5cn/7uqrYdAgbX11hKLA+++Ll+XXOmRe3X67Nn+NHhLk7LPFBFMt5eX6KLFq2bVLKo5oITdX+snK\nSuznlQi81Ut8vDRjgJOXQ34Xm5DGU/kZfHo8mudKqUxr7WFPvBUS2bXh36mNqsoEcg6A8lNgyK+l\nuu/eWPsPWKpTWMXgX8CEZ/XpSw2KAp//THu0bmdprbH3+Wg01HcStpIM454QwS8dhP1SqXjNA9r7\nSuK6dv758J//aH/LceMkuyaVm6qvvy4FyPTgxRczsNiAEpEAHV+cWOevkdTtSBCUoBwjQRHxDGYR\n9o1mMFhks8ZaKM0WFeKshWDNT3vRk1WrZD4/b562foYPlzXGWWfBiBGpCRYJBmUP+Lnn4O23tfd3\n442ydtfTFipjxbmHH36Y3//+95x33nm82t2qtrm3wqZn4cdXJTJOKwajhKPae0fTGXpHW/SxvZdU\nuzJaJH/caJEPNYrs2CpBCfcP1ImPQ6AW/HVyUXBvgeb1Mk49qpA5+sPAC2D4DWBPPqTpvvv0iUIb\nP16MHfPztffVGXp4cYFoJVu2yLpSDT/7mT4XmXHjpLBFKqPnPvlEpUlrOzzzjPhKJMWyZbKlFkmx\nCXSm8sADUqFBJaGQCFVqhOS2GI2y43bUUVJ194gjtIW2h8MySXjjDdkx1quA7s03w9139xSFSDmN\njVBWpi2n5dpr9QklVouiSLXVjRu19fPaa8mtVBb9XPxw9KB0EkyZmxqvsr3RuBY+maSP0NgjzqUH\nf61E0W19HeqXpns0+mDKgrIpUD5NWvbg5F7fuAY+GKHPWAxGOGFB+oq3fH+bRLZqZW/iHMCWV2DR\nhdrfK8bIP0nqflemuFZ9AV9dJt6HepDEdW3HDskw0VpcAcS4/403ZJ6mN889J2spNbYjbSkpEd+6\ndJn5768oiniA33ijtki0GIMHSzzBgQeKaBc7JiMQNzfL2nrzZli7ViLlPv9cm09ejIMOknXB6adr\n76stGSvOzZw5k0svvZRTTjmF999/P93DSYzabyR0uuIjNO34OvqJj0nMnDFvZOpV8XBAovqq5ouo\nWPettv5sRXD4QzA4uTzNUEgEou90KGAzciS8+ioccoj2vtpj5kzxLddD47nkEm1+Xq+8AhfqNH95\n9FG4JlUe2mG5sXeWv58M69bJOjhhFEXSxbTmT3dnnE5Ys0bisDXw4YfiDVJXp9O4ogwc2CLUjRol\ntSycTmkOh1wjPB5pmzfD6tUiyK1eLb+WHhGkMYqK5HP505/q12cPnRBLvdbCF19oLOGsA3fckVzF\n1fY45RQJ/UyUzS/CYhW+CB1x6N/g4C42cG3+QYQ57059+usR59KPazNsexO2vQW1X2eGB1wixIzS\niyeKGFc6SVvxNEWBdwdFbWx0wNEPpi2TCJquZOWdsPw2ffpKRJyLhGDWYZIqqBf9zoQjnxfvwlQS\naIBlN8PGJ/TtN8nrml5BDwBWq+x9XX65PpuVTU3iR/yvf2nvK8Zf/iIbyD2kB79fPJ5nzID16/Xv\nv6hIfOpzciS5wG6XFgrJe/v9UFEhopze6xMQkfCOO2TvNFWVjDNWnPvvf//Lueeey6RJk5ivRwJ6\nKvHXwddXavNGMFol3HrABSLIpdu4tHG17Hyuf6ydHHkDmLOjxrxtWtvnhv4Gsgcm9dZLl4pAp8cO\nis0mN6ZrrtEv6sXthj/+Ud+byfffw6GHqn99U5PsFgV0CH602eCrr7SNpyOeeEJu6npQUgKVlUn+\nX198UZ2xXzyffJI6xTcRHnpIe9remWdqSx2MUlMjO0czZuhz7mUSJ54okZl9+qR7JPsRJ5wAn36q\n/vV9+sDWrV1rWtIea9fKtqoWTCbJIy8tTeznvZXwdm90s80wmOCE+V0XnePeCnOOEW82vegR5zKL\nkFsEuppF4r1cu0Si7NKNJU82wfNGQOFoKBonRShMVn3f56srYOPj+vXX93Q45q2uC+lefT8s+6N+\n/SUizgHs+hTm6uy3UjAajvqPeHHpTTgAm1+AFbcn5uWdLEle1wIBmc/rlUkA4nX9hz+IT7UagUJR\nJHjihhvEwUEvBg+GlSsTd4ToIXUoikSqvfKKZHbV1KR7RNoYMwauu05SxVMlysXIWHHuvffeY/r0\n6YwdO5avvvoq3cPpGM8O+GyqNoPPwiNkFydPp5B3PXFtkgnVbsHNKeH9KZ4M/PGPcP/9+vV3/PGS\nmnb88eqHHolIIYNbb5VQcb24+mp47DHt/UyfLsaaejBihBQy1fMGt3mzTBD0KsB82mnwv2QsT5qa\nJMyuslL9m557rj4GHlpwuyW2e/t2bf18+CFMm6bLkLZuhUcekWhStaawmcKkSbLzeuyx6R7JfsbO\nnVLySsuU5He/kxMxExg9WnsI+MMPS5puonx6AlRqEDfb4ugPJy9LiZF0Kzw7JWLOpUMuTDw94lzm\nE2wC9zYRZd1b2zlu1xZtZ3JEbWB6iQWMvVf0cZmkpuaNkOe6QuCqWgCfTNa3z646x9c+Akuv07fP\nRMU5gM/PkghMPTEYYcCFcPCfpIKlVgKNsOUlWH2fvpsMbVHxP49V1dSbYcMk+OG442Raujffrc2b\nZY/8hRf0SX1sy6xZcNJJ+vfbgzZCIUlYmj9fkhsWLdIn1TqVmM2SaHXGGZK6qjHZKCkyVpybO3cu\nxx9/PCNGjGDVqq6pbJM03l3w8ZHi26aWIb+GsY9nTvWtDMHjkeCkTToXaxs+XCoYnX22WBslwo8/\niv3PCy9I+pyeDBoEy5dL2XOtvPCCpMfqxVVXwT//qU9fzc0idizV0X5mxgy48sokXnDDDRJ1Ie8z\nygAAIABJREFUpharVSJiUlXBIBlee01cU7WQgi1Gl0t2Q998E+bOFePV7oDJJDrl738vk8web7k0\n8NBDmrwQASkpl0yV01TywAPaC0OMHi0lkhNl03PwZbImnHuh35lw9Oup+1B4K6T4Q9Ma/fvuEee6\nP5Ew+HZJqnPYL9Vgw/6oibpfzNNjXstGqzRTVosYZ9FhcqUXSgTeGaSvcGO0wolfQuHh+vXZlnWP\nwbe/07/fZMQ51xb44CCpbqw3BiP0Pw8OuAoKx4jxfqL4qqFmMWx/G378L4Q9+o+vLSqva+eeq716\na2dkZcHhh4sdSVGRWJEEg1BbK2unlSsl3TBVnH12an+/HvQjFBJ7oy++gCVLxKJ3w4b0be47nSK+\njRkjmXvjxsl5bNfgZKCFjBXnvvzyS4488kgGDhzI5s2b0z2c9ll2C6z+u/rXWwtg+iaptNLDHsyd\nK1lOqTpDe/eWD9+oUeJz5XRKYQaPR3LV16wRH6uVK1Pz/iC/43HH6dNXfb0IjnoKIg88ANdfr21d\n5veLfZKWbLW2GI0SaJOowMqqVVIiVkuu9A03yB8kE1AUUTsXLNDWTwpLkDY0yC7m22/LUa+ISb3I\nzpZI2qlTZWesV690jygxIhGZwNTVyWe+vl4eNzXJZz8clolPKNT6cSQiIqTJJDuC8Y+tVqmgm5cn\nRXTij05nF4mVY8ZoU+9795Zo0nSntMbYvh3699d+A1u5UgxUEyHYBG+V6b+APeBqGP2Q/t631Yvh\nizNTk/oFPeJcD5nH93+CVXfr22dWH5j0PyjS2ak/7BdRbuOT+vYbIxlxDmD5/8HKFJdMN1ol5bV4\ngjRHf7DkimAXckl0XNPaaGr2InBpLPyjBpXXteZmOPpoCQjY18jJkTVbjw1J90VRZC67YYOIdRs3\nQlWVrCUaGmSuG/+4s7phFovMay0W8a0uL++85eRk1qZ8xopzK1eu5JBDDqG4uJjqah2qdqWCDw+F\nhhXqX9/rJzDlY/3GE0+gXvxbMoHBv4SD1EVE/POfqStOkG6uuEJf3zqAk08WIURPfvELePxxdZWP\nQiEpVKH3btaUKUmIfYoiKu/cuerfsKBAYvALUpzelQzffy+RNVoqklitsGJFklU1ksfnkzD2776T\n3bJly2QipYevZCIUFkqg4ODB8qsef7x4plh1thRSSygkGwIbNkirqGgtvMU/bmxM3YZFe5hMewp3\npaWyoTFokLTYY9V/Tz082vTyB9CTY4+VPA4t3HQT/D2JTcAvzoWtKQgfKDsOjvqvqirse6Ao4r31\n7XX6VInviHSKc6tWib+p1tydsWPhqafSt4Xfg740rpUIML0x2mDc4zD4F/r059oMCy+A2i/16a89\nkhXnwj5Z19R9k7oxdQc0XNe2bpWoIC3uLpnI889rt5NOKQsXwmefaevDZJIqhMmUK92HiURaNqCD\nQfnzWK2y4ZxJQpsaMjaXMjua5+fKtHCLeKwaqyR5tsskNRVnUSSszQdPT3zq7wJXXy03kTt1qNqe\nSRx+uHZP//Y46yz9xbnnnhMj2bfeSi66aM0aEfZSYRl57rlJ/PAbb2gT5gBuuy2zhDmQSMDLL9em\n8AYCkr/88ccpvZvZ7SKoTpnS8pzPJ+vXZcuk7H11teySxY5VVSJG7U2IMplEOC4thSFDRIBre8zP\noODkykqZp337reir69eLD0tIhyKGdrvM2/LyZMfQbJZmNEr/gYDsNsaOHo+Ifp0RDsv/YW9VrywW\n8aocPVqiEU86ScaREC+/nOAPdsLZZ2vvQ28uuEC7OPfyy3DXXYk7EA/8eWrEucrPYPYREqFTMEp9\nP80b4avfSH/7KosWSYnnvX24EmHdOvHW+N//ZJehh+5N3nDxmdZbYIr4JaW97lttUa6REKx7GJbf\nDmGvvmPUiskuBTBmHwG+qnSPJn04+6t+af/+8O67sl/d3KzjmNLInXdmuDD35JMyz9ZjkvfUU3Iv\nSEXFvm6G0SjNYtn3CoBkbOTcjh076Nu3LyaTiZAeJ3Qq2PwiLNZ4RZj8HvT5qT7jicdXA2+V6N+v\nGg76Axx+n+qXK4pUSHn0UR3HlEZGjoR586BYhwCEttTWSqpnKiKSiovlBnjxxaILdURdndyL/u//\nOg87VovJJNWdEvr7uVwSkaOleMLgwZLfrCZ0MNXU1koomNZ64f/5T5KKZ9cQComAFAy2NJNJRCib\nTdreDIjTjaLA4sVSf2PWLPWZmzE/l4MOEu/MAQNEiIu1wkJwOJLvNxgUQbSyUtqOHaIHLF8On38u\nf381xMx0Tz8dfvlLSRtoF0WBoUO1GYz26iWf8VSX0EqW2lpJt9XqNfDJJxLumQjhAPyvPHVVME1Z\ncMj/waCLxdcrERRFqnRufgE2PdN1i/50RM7NmiXVsL06/44HHQQffSSr6x66N+sehW+TKPSSLMUT\nYcRN0PukxCvOeivhx1fhh6e7bmM/2ci5GFWfw6dTtBUK6a4c8U/xxtPI11/LJpoe+wfpJLY/nZGR\nUqGQ+ALpHdHvcEjURCZuSPagCxkrzlVXV1NaWgpAOBzGmCk+MvEoCnxzDWyYob4Pe5nsRBdP0G9c\nACEPrNGp3OmWV6B5vfrXaxTnQP7U990nFVe7M8OGiU1YKv2tTjwR5sxJXf8gmzbnniu6VXGxLOB/\n+EGqxS5YkNp0xalTZY2SELfeCvfco+0N//vfzL4J/vvfSVbGaIfevSW1MDdXnzH1gKLAO++Ipd+y\nZer6sNngt7+V02/s2K7Xh/1+CQJ6801JG7FYZF7Ytjmd7T8fa/36SSBRu7fxxYslx1gLelav0Rs9\nymhffLH8AxLl6ythw7+1vefeMBjFmmPgz6HfGVLJvS3ubVK9cPML4tPU1XS1OPfSS6JEp2pDubxc\nxL+eqInuja8K3i4HJcW+DtZC6H+2fEZLJspnNp6QF7a/I5/PXR+nfjztjU+NOAew4XH4+gp9x5PR\nGGDckzD0Ut16/P57+MlPZHOuO3L66ZIYk2l7coConuecIxtrqeKWW+Bvf8vQP0APWshYca6hoYGC\naBqZz+fDlolRKyArsKXXSxi4Wow2OPg2OOBKKRKRacyfDjs0LC50EOdivPgiXHZZaiKyUs3AgSJc\npboc81tvycb9vsrMmfCrXyXwg+vXw8EHa4tamTBB1ImM3JaLEg6Lmf7332vr57rr4B//0GdM+zmB\nAJx2WhIicjucdZYUMO3K8u1p4aqrtJtvzpsHkyfrMhzdefVVSW/VgtMpYY3OdgSw9qheDHM0Cp7J\nYHJA7gFgK5XqmP4aqWbfvAFI4xSzK8W5hx+Wcs+pJjdXquzEewSkAcNlGXxP7AKUpzSe11rn1cli\nLYSs3mArEZ/H3RVwU1D9NJkxqRXnAJbeCGsf1G88mYqtBMY/BX1P073rrVvhkkvkFtqdOPVUeO21\nDE1nXLtWNuU2bEj9e02bJtYXmWa701UoilTBJuq9bTDtuQnRDclYca65uZncaBSH2+3GoSZfpyvZ\nORu+vSY6GVWJORsG/woGnANFE8CYIWr4vFNh5/vqX6+jOAeScnXZZZJy1V046igJwCovT/17hcOS\nAdMV94WuxmKRNepe70OKItUxtKgjIOZgWqN6uoLPP4dJk7T1YTSKEdooDX5SPQDilTlDQ0D1sGFS\npyNT96R0IxiUi2JNjfo+ysokFzdTd4/dbjFEVJsfHOPFF+HnP0/sZxUFPpkE1V9oe8/uTleIc4oC\nf/qT9gjtZLBYJJLy/PO77j3b0CPOaVw6VS+EOUfrM5juilZxTlFg9b3w/S36jSnT6HcmjP0X2EtT\n9haRiOzL3nqrbCxmOn/4g1xuM/KW/9FHcN55Urmrqxg6VHzoEq3qnilEwuCrAM8O2Sjw7AB/NQSb\nIdQcd2xq85xLUtqVcFSYa4tBRDqjOSrWmWQD0VrQScuPe1wE2QPbzwboIjLWrceQyZEq7VE+FcpW\nwI+vwbpHoF6FsVDIBesflWbOhqLxEopeeAQ4+oGjD9iKU6MKh7zg2QaereDaAk1roHG1HN0/6v9+\nGjjwQNnleeIJ+OMfxVYsUzEYxHLgnntkPt0VmExy8/rNb7rm/bqSE09McIPovfe0C3NnndU9hDkQ\nc6/zz5coHbVEIlJCeOHCDvIPdUKJtNxgYy0Y/zj2PXfrG3D8jTh2w42/+RpM4odlzQdL3p5HS26X\n7aglXEm4A4YN2w+EOZBCJFqEOZAw4YycpUdxOiX/5pVXtPWTjDhnMMDBt8NnJ2p7zx46JxSSa+bT\nT6t7fW4uNDUl/7pgUKIxd+6UCUZ3my/3ACVHSVr4rhR7kOzLGAww8mbxvlxyaden5aYSawEcMQMG\nnJfyz7fRCDfcIPPrCy+UjcFMpLRU6iFMn57ukbSDosAjj8gfMtKeYLQXSkqk5L2aCnobN0qWzwsv\nwBlnJP/6VKNEoHEN1C6BpnVik9W8XopDpaRauyJrh3CcvUSwSaKFkyGrj2QE5AyDvIPFfiz/sMR9\nPDWQsZFzTU1N5EVLvXWLyLl4FEUqMe38CCo/gepF+hmXGi2QVS4njaMPZPUFR7ksSo3WuGaGSFBO\n/EhATKIjPgjUg78OArUtR892SUNJFTpHzsWzdasYgupdoVQPDjlEbiTjx3f9e/t8cp3fleS1KNOZ\nPVsmEJ0SCIiopsVg3mQSL6yhQ9X30dVs3w7jxsk/XwszZmiLyAh5wbUJXD/Izdf1A7i3RtNoKqR6\nc1qMnA1gyQFLPljzZPLrGAA5QyB7MGQPgdzhYNNeEfGRRyRLWC0mE3zzzX4QxHjBBdoEZYDPPoNj\nj9VlOCnjgw/EdE8LRqPc8Pr0SeznFQU+ngi1X2p73+6KwQTTlkH+wanp3+eT8/ftt9W9ftQoEadv\nvx0ef1z9OK67Dh58MLUbKu3QEzmnw9Jpf4+eG3o5jNPJG3PHB/DF2ZlXYVYN5aeIv5yjC1Jt2uD3\nw5//LJeUTFEHTCaxXb33XtGwMg6/X3yfn3lG3euHDZNFbJ8+8ou+/rr6sdx+O9xxR5ffD1oRCULd\nUqj+XIq3VH8BAY1F6zIFow0Kx0D5yTDwAsgelJK3yVhxrtt4ziVC0AVVC2DXJ7JL1rgy3SNKHWYn\n5B8q6nLBYXLMP0R8aFKEosj67v771Ruv68no0XDTTekP6Lj33u5fQCOe8eNFL+sJEsggImGJrq35\nUkSAmi8l4jadPlNacQ6CoiPkBtx7GhSoM1+/7z6JmG1oUDcMh0Mig2+4AbJTd/ncK5GIBFPedpsU\nLc7NlcqrsWP8486+N3Rom2qyLpekpGpJ9ywtleihTI6cA4l06t1bqrdq4b77JCw6UXbOgnkna3vP\n7soBv4MjHklN342NYio5f7661x9xhOw0FRbKBOaGG7T5fZ5zjqS52u3q+8gwtIp/uohnXcHcE/fP\n6DlrIZy6HmxF+vVZvwwWXiBzku6IJRdGPwyDf5H2ie7KlWIF++KL6ctOMpngoovENSBj98mrqmSx\n94VKC4kJEyTTp7hYvo5EpNDDfRoCWk49Vf5x0QCnLsGzAza/KNeymi8hrNHGI4bBJIUzs3qDvbcc\ns8plg313MJIFDBb5zERC0ai5aDBSoE4q18eO3p3RbECd7g/FE2HghTDwfF1rBmSsONctqrWqxVcj\npcqbVstCtnEVuDZLBFumlwY32sDZHxz9Wx+d/WVRmz0orWaMS5dKwYCXX+7alH+A448XUe6EE9J+\nXwWguRkOOGDfiZ774AOxkeshjURCUDUPKudDzWKo/Up8IPTCaJEbsb0M7L1ksmq0tNx8jRYJkY/4\n5eYbO4Z9kgob863Q8zqafygMuggGXJD0TrbHA//5jwQjLlXhdACyU3zyyXJ9mTBBImLNKTakqK+H\nr78WG5P//Q8qKtT3NX68TK5/+tM218WXXpKZtxYuv1yqFXcHrrhCW4QUSIGb5csTv8EoCsweJ5H8\n+xOOvnDyCklp15vKSjjpJPU7gePHi+VCftzYFEUiHu68U/24Jk2SD+s+Ygy+34hz+2v03JEvwqAE\n0/STIeSFZTfD+sfoNpuERisM+TWMvFWuXRlEU5PoPP/6l2zOdQU2G5x7rmwIZqw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MAAAg\nAElEQVT2m3OtsRHmz28R45IN2LBYJNBh6lQJDjn00OTvWdXVMrmPiXVqqpAOH94i1B17rKyp9KS5\nGS66SPzZ9nUOPVTuCYMHJ/bzm56T7BW12TUGMxz5Igw8T93rO2P1vVL4RSvenVCzSP3r92VxbsaM\nGVx99dX87Gc/480330z3cJJDUSQ8eM4cuQjNndt5euTesNv1Ty8NhbQbkJlMIi7F0mCPPDJxb5VI\nROpuxwtxy5cnl3NpNsOYMRIRN3q0tvQRrTQ0iC/B4sWwenXy4b9DhuzpX5esgXSC1NZK93rUFkkF\n/fpJgGRpaRe8WdAFnq3g/rF182wT0SsmgGmu7mVop0CDGUmpi0bkRMKghESQU/TKPTZEI4Vyosf8\nOEGxtEVQLJnY2gci0AgLThc/FrU4+sO4J6F8qubfohXeColW0squT+DrK9S/vkec087O2ZLareV8\nP/p16HdmaoStJb+R8yTdWPNh2lL9+vNsl8W/mmrPmcLoh2C4jl5qHo8UT8j0nSutHHKI+B9lmmVJ\nG7r1dU0PdrwPC07rvv5zAy+C8U9n3mZJO+yz55rPJxk/MTHum2+0FXIYOlTfgAxFkXVgMtlQ7XHI\nIS1i3eTJ4uOjls2bJYJhpU5ZLd2BwkLxPTohQTuazS/Bl5douzYNvwFG3Az2DCysuP1dufaqZV8W\n5/76179yxx13cNlll/Hkk0+mezh7p7q6tW+cmuiqESPk4pKdrfvwEqaxUbzqkk3fBEmXOOqoljTY\nI45o2T1WFNi4UXsF1WHDZOfm6KMl4iwTCzDEF6hYvBjWr09erDObW/vXjRmj63mxZIn8m7TeE/XG\nbpeM7zFj0j2SOJRINGLNJWJe2C3iUMgtz4XcrVskKGJDfCpcpM3Xu78fifOrMrV5HG0YJcLGlBVt\n9mhr89hoixPhcsXTyuxUL1qE/fD9n2D9Y9rC2AecD0MuhdJJmlJbdCcDbsB60O0XFr4q2PIybHsb\n6peqE16dAyX9s9cJkHsAOAfo4xPZsEoEeq1UfyGfJbWk4lyrXwZzjkmtB0wqMEa98/TceW9ogFNP\nlZvP/kC/fiLQjRyZ7pF0SLe/runB+n/BN1elexTJM/JPcOjfuo3/2j5zroVCkjYa84xbuDD5KtM5\nObI4SGdRhnAYli2T9VOyJtkGg2R4xcS6Y44Re6NEWLAAzjxTfOD3N4xGuO8+8ShN5HNb85Vcm+o0\nRKqZHDDkVzDoEigckznXiwxYG2SsOHfjjTfy4IMPcuONN3L//fenezh74vG0+MbNmSMXkmRxOkWp\nnjZNQoQHDNB/nGrZtq3ld5szR93FKidHdjFiabCHHNL1hsSK0torCEWaoiBRS0rcc7FdgFhFPmOC\nx+5Zwe/zz+XUyxSBLjcX3n1XTpkeMgjXZlh1j6QeaolYsxVD+clQNF6qmOUfCqYu9D9SIuDZAc0b\nxJ9v1yewTUNUdo84pz+RMLi3RFsskjX62FshqduB+sQKGphzwFoA1ryo11x+9HHUh85k2zO11Ghp\n/bUMqqV4RExYjwSkhQMthSfCHklBD0V96ELNLeno/trk085Ndhm3NR8c/WDKnORenwg7Z8skNKLS\n7LqrseTCpP9B2XH69VlRIWlaK1bo12d3ID9f0rYmTUr3SNpln7quaWHV3dqE/a7EYIQj/gXDNFZ0\n7GK67bmmKJKpE4uMmzcPmpqS72f0aFmDTp0qGVB6eWVqxeUSwezTT2U9unx58n0YjbLbHxPrjj66\n/UCHp56SSqhqK+bl5MAjj3RRyk8HfP65mHVr4YIL5G+RSOBLJCyWOusfhZrF2t7X3ksyeIqPFHuS\nnKGS3aO1qF9nKIpYG3m2QdM6aFoDjWtkk9i1SX2/+7I4d+mllzJz5kz++te/ctttt6V7OC3EwnDV\n+MbFE4sA6w7mvJEIfP+99pDokhJRXuJNQ2MfDt+uFm+eQEPrx7FFT9gbNeGONV/LUQmJCt92wWW0\nyCLHaI96gEUjkQzGlqp7xrjniN2kI3ECXtzCLBKIVgKMLc68EnkQqwQY8kTNxa3STNaWx0arRDLF\noppapRvmyQLMOTAa9dE10ZNffCECnSvNwRNlZVKzZNSornm/HoNhFZf9YLP4g+38AKo+h4CKyNd4\nDGbIKoes3i3N3qv1Y2t+NAU4Lh0YpeXzFwnKMdgcd82INl+VVFrz7hRRzrtTXxGiR5xLD4oi94Td\n94noMdgU59Poa31/CPvkeyGvnAOxKq2RMC3X+HDLMf45DK3vFx09bnutb9tMtpZ7QGeVXC25IiKa\nErSI0ErFxyLQhZOMsOhqnAPEv6rgMP363LABTjxRu49sd8VqhZdflgIWGcZ+d13rjLX/gKXXp3sU\nnWMrlqrJvU9M90iSpluea42NIlxVVKjvIydHAifKyvQbVyqprBTPPDV+6TEsFsm6GjlSgipCIbjh\nBnj0UfV9lpfDhx/CYTrem9Ty6qvwy19q0ycOP1x86JIJGKr9Bra/LZvedd/ok45vMEfXA33A0UfW\nC44+8rW1IG5+FV0foLRen+9eG9SK53igTjZKfbtEkPNsS828Z18W58466yzefPNNHnvsMa6++up0\nD6cHPdn8sph/130NTeuTXzBnlUuaXO5waY5+0UW8DilzIbdU2FNLJCgffF9l9IlYmmJsIWdq/7nd\ni73oY2s+OAdBVupvmosWwRlnQFVVyt+qXYYMkRolQ4ak5/1TQbec7CWDEpHPSdUCqJovR9+udI8q\ntRiMkD1UChDkjYSCUVLBN93D2tfPtR5ST+Vn4jEZVBF10RWUnwJHvqBfpWyQ4lPTpmm78f3f/8F1\n1+k2pKTx+eDCCyWyRC0GAzz8MPzud/qNSwd6rmtt2PSceKRmoohePBGOfk0qTWc6Lhfs2CEF8nbu\n1FYBOUZBgXg49ukDvXun1/+6h8Sprxef0TkaotIPOkgiC/rrWFFdK0uWSHXvysq9/2xHFBfD669L\nwY1kCdRD5TzY9SlUfiJRafsyJgfkHyLZQAWHQcHhEgWogaTVjKamJlasWIHT6eTQQw/FmKI0RVc0\nlCdHT/PJLmR/jszZ66Qo90DwVUCwETBKylIyKT/+Wqm2GfZFlfEmsBWJWm3JjvpvqQzLDrpEaNCC\nEpGxbZgRJ9KpIL6CZgqZOFGKCV9wgWxKdSWjRsl9rbts3PUQxWCE/IOlHXClRDM1b5QKuM3rRHRv\nWgeuH8Bfne7RJobRErdD17dlh87RV65ZuQd2XTRTIjQ3g9eLcpeGawxAILBfLiZ6Fv9xlB0H076D\nhednVhVXoxUOuwuGX69vestnn8nipblZfR933w233KLfmNSQlwcffCA377feUteHosC114pY8fe/\nd731SA+JMfgXUDgWFp0PDRmSgm20wMF3wIib0u8nqyhiv7N9u4hvMQEu/rhjh0ScdURZmYgs/fq1\nNLtdXr9tm7Tt26UFOvHhLSkRoa68vEW0a/u4uDjldjg969BOWLdOCj+sX6/+TY45RqwBtBSgSAXj\nx4uv+/TpkvWmhpoasd166CG45prkzlVrAfQ7QxpIAaq676BptWzqN64Wa5lM3QzcA4NE8Dn6gzPa\nHP3k67yRkD04moGn4zsmEzm3dOlSrrjiCgYOHEhFRQXl5eXMnDkTp9Op66AAJk+ezIIFC3jttdc4\n55xzdO+/O7NPLioiQVHb40NPA3WSvhSKttjjsLflcSy1TQlGU9yCLZX/YmmtBpMsqg2WNh5xHTyO\nVeZs9dGIT4GKN/aPtE6Rihn9G0zR949LcTVYOk59MjuiBv8OMEePxUeKuXkXEQrBHXfAPfckX78i\nWaxWuPpqeb9cHXzbM4198jOqlrBf/MK8O+Qm7a+Rm3LbFmpu81yjvHZvJdsN5j0r4cY+V5bcqO9Y\nrOW3+boArEUixNmKU+tvkQzNzS0LgrYLg9ixM2+ZkhJJSbDZWhYTnVkSlJVB377S+vRpeRz/XCYW\n39FAz2e0HcIBWH4brLkv3SOBgtESLZevc9GCt96C88/vfHG9N+6/H268Ub8xaSUUgssvh5kztfVz\nwQXw7LMZIdb3fD47IOyD7/4A6/+Z3nEUTYBxj+ubZt4RwaCkb7YV2+JFtx07Ev9Mm81yX4sJcP37\nyz0uUZuhSESKALa9PyeTbmm1ikjXmYCX4ffdbvsZ/fhjOOeczoXavXH22fDCCyLeZiouF/z85yIg\nauGSS+Dxx/X/XQONLeml7h/FiibYKC3Q2PI4/uuwxkhXg1ksRiz5EolvjTZboawF4p+zl4gIl9Wn\ny6tOJyzOhcNhTj75ZKZPn85VV12F2+3mvPPO48QTT+Saa/SP7hk1ahTff/89s2bN4qSTTtK9/+5M\nt70g9tAtWLZMAgI++kj/vg0GycL529/SWwwq1fR8RtshGJQKzTU1e7ZOJ7XRgi2GiDQUwACKCZQ4\nn0izWUrCFxdDUVHrY34+mPTd2VKNy9Wx4BY7djZpNJtlQTFggCwq2h7794esrNavCYdlcbN1a8et\nvr7zcRcUdCzgxb7Oy+s2xXF6PqOdsHM2fHmxTJa7mqw+Uulx0MW670bz1FMiYkU0+OH84x/pTWXt\nCEWBm24S4VALxx8Pb76ZeIXDFNHz+dwL29+DJb+UjeyuJPdAOOwe6Hu6Ptd6RZF5QVuxLV6Aq6ra\n+2e2sLAl6i3+2KtXeu/9Pp+kz8Y2yWJtx47ECu0VFHQu4JWXp01M73afUUURb7nrr9d2D7juOnjw\nwe4RZRyJwK23ai8UMXasbGz1bT91vauiNC0GyDODzQgmwGwAk0GOZgOEFQgoEIjseQwqe93qV0Uq\nzuOExbk1a9Zw+umns3jxYgoLxffj+eef57XXXuPDDz/UfWBDhgxh06ZNLFy4kIkTteXu7mt0uwti\nguzPIdiQAf+XQEBEgaYmaGxk3hdmbps5gC+W6zNJP3FKkHvvMzJqTIaIJClkX/2M7iYSETGnPaGt\no9aeAJedLdWtSkqkxR63fa6wUESt6uq9t5qaPSdeBoP00Va0Kypq/7niYvl5c5KpOm53x4Jb7Li3\n3fX8/Bahrbw8/QuLeCFxb5VjnM7Oo+/69pW/bXeY1O7veHfB8j/D5hclQj3VmHNg5C1w4LUSSa4n\niiIh4X/SWPXyn/+Eq67SZ0yp4t574eabtfVx6KEwa5ZcfzpAUWTK4PfLZcLna3ns90swXzjceQuF\n5NJsschlzmSSS0PsscHQov90pAPFVjAGQ+uIf0WR20Csxd4vvsW/V3vvbzLJLcBqlTFardKysuRS\n53SmubClvxY2/Fui6LRYqCRCVm845C8w+JfpT2HtBEWR/7Xf33J+xh+DwZZzIv4caXu+tPc9RZHz\nzGhM/Gg0tj534h/HP9cdb4ndbp4b26TUgsEgc5nuRkWFtoKOIBe8NKXwdrtzTSMJi3Pvvfced955\nJ0uWLNn93Pz587n88stZtWpVQt5zdXV7r+6XnZ2N1WqloKCAhoYGVq1axYgRIxIZYrcmdkNpO3kI\nheR77bXYzaKjFiM2wUm0xSYk7R1jN51MQ1EUwuEwoVCIcNwFyBAdrMlkwn61tpDcjP1wRyKyaI4T\n1nYfk3kuVt0nK0t2zfPzIT+fzZYD+G/jVF7beTTf1SRuelpmrmGydTGTlPlM9n7EwawCQHE6ITcX\nQ26uvE9ubuuWyHM5OckLJ11Iqm4kiqIQCAQIxZV7NxgMmM1mLBbL7vNdFcEg1NYmJrTV1bV/ozeb\nRXxpT2RLZ3qGosi5XlPTIuBFm1JTA4FAqx01A8jFLj8fQ0fiXUzYM5nA4xGxcm/RZx1RVCSCXL++\nkO2IpumH2F01OpY6H59Gv/sxtOwHKi2/b6vn44lb8WLYy3OxIjUm+brJDdsrYMdOqK2P+5m93/9j\n1+iw2Uykd2+U8nKMfftidjoxmUy7z123W+aRsVZVJVm+bndLiy204lswKEejUS4XscWz09myADKb\nW45mc8v9rO3HJvZ1TONtKwDE7tfxIkMgIMKE1yvja2oSHdZgkGyp+Ga3txydTrmcxVp+vnxsysrk\nY9NRUEQkEpG/ZzhMJE6MNhqNmEwmzGaztutBDE8FrHsUNj4BQZXnd2fYe8Ggi+CgP0gaid5EIhIp\n8cgjmrpRHn+c0K9+RSgU2v33NhqNGI1GLBZLyvyXVfHkkxIhqMWfon9/CZ8/6KDdT1VUSIX3RYvk\ncexcjxfmYo/bE+OMRpg0SYoB5uW1fE5tttZimAhzERQleg0EQImbo8bO8eh1idbz3pgYFzvGPqOx\na0Tssxq7lSlKy7XBYmn9+Wz7mY19TmPTkJycDBBWwn7Y8gqsfQgaV+rWrYKRSOlxhPqcS6j8dDA7\ndl9fTCYTRqNRn2tMO7jdUky5bcBZba1Md5ub5Ri7H8SLcLHzoG9fGDxYWkmJ/M+cztb/11izWlvW\nOO212LW/rVgXf27Fn19er4wtNjWorJRzLb7PlvdTsFgUHA6FnByF7OwIubkKeXkKpaUGeveGPn2M\nlJSYMRozZwHW3QUTRVEIhUIEg8FWz+syn+6A7v4364xIJEIwGCQcDtNWWjIYDLvXKnudmyiKfHga\nG+WoFZNJLtR5eYmnrqeZhMW5V199lWeffZaPP/5493PLli3j3HPPZenSpQn5zh144IF7/ZlnnnmG\niRMnYjKZUBSFiooKevXqlcgQ08quXVJJ+fvv5ebh9cpFOdZiX3u9cgFvT4CbNk3M+XNyJKDE6ZT1\nbHuLij0XFgoejwu73YbVasFoNLSarMSLdm0XFbEbS+zm5vHIwsLlai3axe8CxXZ/HA7RcmItO3u3\npoPT2bmQpygKPp+PpqYm6urq2LlzJ5WVldTU1NDU1ITb7aahoYG6ujrq6upobm7G7/cTCAQIBoME\nAgE8Hg9utxufz9dqgdIul2r7Hz9/zPPk5eWRk5NDfn4+xcXFOJ1OnE4nNpstNZOUUEj+GZ0JbM3N\nnYdom0wtYlv0GMrOxmUy4Y1Edv8Nq6urqa+vx+Px7H7O7Xbj9/vx+/34fD5q603sqiujtqkvDe5+\neAMFhMI2FMUHkUYMSj2myBpszMfMejr7i1hMJvKtVkqsVkptNgqMRvKNRgpNJorMZrJsNmw2Gzar\nFZvNhtVqxel04nA6cTgcOEpKyCorw1xY2LGIl5W1+yTctg0WLoSNG2XR7PW2tNhn0+uVSXts1z/2\n+QiHpZuf/AQGDWqZ3MV2PtvuvsdaJBKmsbGR5uZmmpqaqK2txe124fN58ft9eL0+fD4/Xq8Xj8eL\n1+vD6/Xj9frweHwEg2FCoQjBYJhg0ICimAELYAWyABsQAoJAEKNRwWo1YLebcDisZGWZcDpN5OZa\nyM21kpdno6jISnGxhbKyLHr1yiM/P4/s7GxycnIoKSmhoKCgw3N5f45uLXyrELPZTFZWFtnZ2Tid\nTrKysrDb7eTl5XFovxBje+8i3xEhN0sh165gM4ewGMO7m1EJYlD8GCL+qEdmKOpTGRIBrPdJ4rVl\ndkZb1IvSaJNoBYM5eox6WhrMceJYJ16aoWao/kJ+ESWaJkzsBtGOn2bMvzMShEgAJexFCTQR8DYQ\nCgYJR6KT2pCIQ8EQuP0RXJ4gLk+AZneARpePJneAmsYg1Q0Bal0RXD5YtR1+bJPNYzAYsFh6EYnc\nDxwM9CIUKiLZmlXjxsFf/iI6Z2GhbPJ2dcaPosh1pLpa5gV1dS2bXiYTBIN+3O4mPJ4m6upqqKmp\noqGhFre7Cb/fSyDgxet14fc34fdvpbFxl1yLXS4CbjfGYBBjIIA5EsGOXAE6OjoMBpxmM9lmMw6T\nCYfRiNVsxhq9ttodDiwWCyazmSyrlVy7nWyzmSyjEVu0D5vdji07G3OuDVP/zRjKvgfb3jdaOyVk\nhpqBUDcC/EPBliWTirbhT7E/qNG4p0rS9nE73wubzTQsWYLv/ffxROcNsTlEbFHmdrvxer34AwGC\nsZ+JHsPRn1kaDvNmOwuOeCwWCw6Ho9X1wW63k52djcPhIDc3l5KSEgoLC8nOziY3N5f8/Hzy8vIo\nKyujT58+nV57k+bDD+Hrr7X1UVgIV17ZYfRuJBLB6/XicrloamqioaGB5uZm3G43NRUVNO3ahaem\nBn9dHeHmZgweD4rbvfuI243JH8AaDGIJhbFGG4pCEANuwI0BNwZc0aMbA2HAgQEHBrKBXLOZPJOR\nHKOc72azCSwWInYbhiw7ppwcDE4HppxsbPk5WPNysebnkVVUhKO4mKziYrJLSykdOBBzbq6u4XDh\nsEzVmptlnhE/9247F4/fcI9/bLfLtSwWYRW/UR47+nxeGurr+PObfTmrFMbmwCFOMCcpHIYj8O1m\nK68scvCfxdlUNpoAY1wz0XJdjmCxmLFaTdjtdhwOabm52TgcNpxOOwUFufTuXUpJSSG5uXZyc7PI\nzXWQl5dDTk4Oubm5FBQUkJOTgzluw/WVV6TWSXyGqy+JQrUlJZJ9OGwYDB0q+2kxMViPYPRQKERl\nZSV1dXW43W48Hk90Huehurqa6upadu5sYPv2RurqFNzuPNzuPDyeMD6fm2DQRyjkIxQKEA77gXAH\nLQLUARVANSaTEavVisViwWKxkJ2dTV5eHrm5ueTm5pCfk0VhvoPc7Czycpzk52VTUlRAXq48Li0p\nIj8vF2eWHYNBadnk273pFwaMLfONzvy5aXNy7XHtiv+6nes6sHsDkthYol7eKNHHIVAiKIDX56e5\n2YXX68fj9VJf30hDYzMNTS4am1y4PT7cHj9ur58ml49mT5CGZh+NzX4am927/09ut3v3OlIwAb2A\nPkA20TsfFks2JpMDiyUbqzUHkykLi8WG2WzHbLZhszmwWrMwmSzk5PgoKlIoLMyhqCiXkpJ8SksL\nKSzMw263torMjX1u2wbR7E2NaS9AJxJprSXEBOpgsGWjo71AG4ulZQ1jNIZobKzG663F768nFGrA\n46mnrq6WqqoqmpqaqK+vp7q6utU13ufz4fP58Pv9hEKh3fdHJ5AH5EeP7bWC6FqvwGCgwGgkz2Ag\nNxIhOxzGEQ4TMhrx2mz47HaCTieRnByU/HyMBQWYiosxFRVhKS7GUlREtsmEMbYb2tgox7aPY19b\nrS1rxdh6Mf6YyHNdsCOTsDj3+uuvM2PGDObNm7f7uSVLlnDxxRezcuVKLAnczBIR51555RUOPvhg\n7FHjwYaGBvLS7H2RKOGwCAB1da0X/G2P7UXHxVpOjtyIs7LkGFv4t/chiycUCnL22WdFvzLgdDrI\nzs4hK8uBw+HAarWSlWXH4XDicORgtztxOnNxOLKxWGSRbzBYMBgsgI1AwIbXawHMWK3GqBhnwGZT\nsNkiWCwhTKYQZnMIRfGiKB7MZg9GYzMmUzORSB3BYB1er3u3OOFyuaisrKSqqoqKigrq6upaRQCl\nHI3iHE93/K2srCxKSkrIzs6moKCA0tJSioqKcDqdrSbheXkihGRnZ2Oz2XYv7mM7NRaLpdWuZGw3\nPhYdERMlYxfFQCCA2+2mtlYuojER0+VyUVtbGxWD3Lsn0A0NDTQ2NuJNpnx8Cv9uWjEYDBQXF1NW\nVkZZWRlOp5P8/HyKioooKCiguLiY/Pz83RPAcNhBdbUTv99GKGQhHLYSDlsJBIz4fEZ8PgN+v4Fw\nGIJBBb8/jN8fwu8P4fEECYeDOJ0ewIei+IhEPIRCXoJBHz6fG5erkcbGOhoaaqmrq6axsZHdQkjn\nv0mbx6Zoi02IzYggZ0LEORsyiciJ/nxMoAsBfsAXd4w99gNNQGO0NQHuPcZmNpt3//0cDgclJSWU\nlJTgdDp3LyoLCwvJy8ujqKiI/Px8HNFFvtVqxW637z6XzWYzpujFKhblEwqFdgu+Xq+XhoYGXC4X\nPp+Pn334syTPgDak8FxLhCwr5DugwCktyyrNbmk55jrM5Odlk+20kxNtNqsJh92CM8uK0eKItmys\nWTlY7blYbA7MFis2uwOL1YrZbMVktmAwWjAYTbsnzYqiRJv8vUPhSFRgCBDwewkEg3g9HjxeL8FA\nAJ/XQ1NTEy5XEwG/j0DAj9fjxuVyEQwE5GuvF7/Pg6JEMBpg1ABwWMXbIxyRFokew0rc4wgEwxCK\nQCgsLRiGeWtg+dZE/poGoAj4//buPDjq8v4D+HvvK5vdbE5CIoEYIBxBBCzKqDgUvACVVCKK4oFa\nUoSB4lTUKuNUirUiKqWO14iIYyVi/aXTBoXihbRccugoZ7gi5Nwzu9/NXr8/Ns+XXQwkUOS7gfdr\n5jvJZhfmmWeffY7P83m+m4N4W7e0X2LyLILU8UutNiAtLRNmsx0ajQkajRFqtRFGowYWixYmk7Y9\ncK2F2ayF0aiFTqeBTqeTg//x9qqGRhPf3T2RGSKyc2KIRmNoawsjEAgjEAjB7w/C5wvC640gEIhA\nkqIIh4MIhQKQJB8kyQu/34tAwIu2Nj8ikVYAAQD+k34GAHgBNLVfKfhNZu1jQY4OGJEOXJEOXGGN\n/3ScYgoYjQH7A8BOH3B12W8QTR8E5P4SOnPGSXUcD/aIjMBwOCyPdV6vV76am5vhdDrh8/nibTMY\nlP/e1NQEt9stb+p5TvelKXI/qkP8/RV9raqDx0j4u/g9hnjfGmn/XWQSJ2atJvatpxsD4v+vWq2B\nxWKBw+FAbm4ucnJyYbWmy5uA8f7XBpPJjLS0+FwuLS0NJpMFOp0RJpMRRqMhoR2r2zdVVe3r5iii\n0Qii0TCi0QgikRAikTZEoyEEgwH42z/7Pq8XQY8HrY2N8Dc2Iuh0ItjSgpDHg6jHg6DTCam5GWGP\nB6ZYDGbEP5mJP/WIjzitAHztP8XvgQ5qI4r4J0G8tq2TGjsVDU70FJb2cpxMi/jWVmKZxWXV66HS\n6xE1GhE1GqFKS4PKYoHObocxIwN6ux3mrCzo23/XpqdDZ7NBZ7NBa7VCbTZDbTLF528AVNEo2qQY\nPO4oJH8M4VAUwUAIoWAYQSmEYKANkr8NAX8QUmu8Pbe2SvD7A2j1BxAIBCFJATdNT5QAABwbSURB\nVEQjLkRDAYSCfgT9PoSCfoQkP/ytPvh8XrQGWhFBDFH5AnT6KPr3CqOsTxvK+oSQmxFBmjGGNFMU\nsZgKAUkFl0+N/XVa7Duiw97DOtTW6RAMqRGDChGoEYEaUagQhQoxqBFDfIMwBg1UiAdRVIghhghi\niCCCKGKIIHrSFUMbogghihAiCCHWXkYRfoognolqbm/naWlpcDgccDgcsFqtMJstMBjyoNfnQq93\nwGjMgkqVDrXaCo3GDLU6viURjWoRiWgQiWgRCqkRCqnQ1qaSExBCofiGlFYbgVodhUoVgkoVnz8F\ng0GEQicC98FgGyQpgEAgAEkKorXVB6/XJ/c9cWJ+pmu/tDixRRKB2DhN3EQ98bitvdX721v9yb83\ntl+njkrqtUDZJUChA7Bb4mOzQQfoNIBWEw/Oyr9rALUqfmnVgMlkgMVsQiBixI8+G9pUFmgNVuiN\nVpgs6bBlZMJqjQf+TCYTdHoDjEYTjEYT9AYjdHo91Gq1nA0l1iwqlQoqqOKfX/8RxEK+pDWMJEkI\ntc8tAgE/Wlt98LjdaG31w+v1tG9mu+Hz+RCUAgiHJOggwZHWPreJxseVaPtP8TjWfk+xxDlJNBa/\nAm3A+xtPVYsOAJcAyE/oNQwnXWKuoengigGoBdDQ/t62JbzHEVitFmRnZyIzMwMZGentwWuzvCYX\nGzgi0cNgiM/x9Hq9PC+JZ5vFx6R44F6FcDiKcDiGQCCEYDAESQrB7w/D54vA640gFArLcxG/3wOf\nzwmfrwWBgBuSFH/c3HwMzc3HcKKHFteJNaIGQDpOHWhLvNLR8ZZqBICrg8t92tbdNdX/939IS0s7\nu38ci8WDMyJ4Jy7xuKMTQmr1ifTprgT2EpJEuqrLwbmNGzdixowZ+Oabb+SJVE1NDZ5++umko66n\n05Xg3IcffojCwkLY7XYAQDAYhD4FvjkqlYXDYbS2tsp11t2oVCqkp6ejR48eyM/Plxf8IrAlBuj0\n9HS5sxKX6NBMJlPC4kqTtPssggKRSETeLUm8/H6/HNTyer1wu91obW2F0+mE2+2WA2F+v1/eNWhp\naYHT6URQHAXtpsRuv8iaysnJkXf909PTk7KDREZAfKJklrMEREDGYDDIARlxifdCDNjxxW18gI5P\neOJ1KzL0RLBRLLDE++HxeOB2u+Xgbn19PZqbm0+byZAq1Go1MjIykJGRgfz8fGRlZcntVgzKVmt8\nF1nUr/hdBLoM7ZkuIgAmgrdAfEErAl6iXkVbFgFZj8cj736J+nQ6nfJjn88n13V3YjAYkJWVhYKC\nAvTs2VPuO/Ly8mCz2WA2m9t39E9MfERGS2IAUbRVtVotBwhEcEAExMXvkiTB5/PJQW9JkuR6FHXY\n1NSE+vr69sCXD06ns5NAQfcg2rLJZJI3HUTdOhwO5Ofny8Hc7Oxs2O12uS2L/lkcAUy8FUFi/Yos\nHK/XC6fTCZfLJe92Nzc3w+12o7m5GUePHpWf93V2L7wUo9Fo5HZaUFCA3NxcuV5FPyuyrcQmj7hE\nH5DYD4if8tHhhPFOZD2L/kEEu8RGjd/vhyRJcLlcaGhoQHNzs5y57vF40NjY2KW229MB2ExAmjEe\niPYHgdZgPEuyVcFhUq1WIy8vTx7brFar3AdYLBZkZmbKG2uW9qxsMcYZDAZ5nBP9sFiEAkjqK0TW\njNgIE5kFPp8Pfr8fbrcbDQ0NcLlc8vxCnBoQGTjdlUqlkjN4bDYbLBYLMjIy5Exsu90ut20xdxDj\nnNFolNtz4jwisX3LC36VKil4K9q5JEkIBALy/CHxfRB9hBgTRX8h+mrxnMvlOr+bxT8DnU4Hq9WK\nzMxM+WSH2Ky02Wxyhpr4DCTO5wwGA4xGozw2Jta9aO+ifxHvQeLYKPpon88nz6HFJvGxY8fkjWJx\niT7e4/HA7/crXHNnR6vVIiMjQ+43RPt2OBzIzs5GVlYWevbsCbvdDn37CRCr1QqbzQaTySRvCunb\ng1wd9efRaDRprBR1LtYviVmrPp9PfizaeEtLi9yHi8SI7rxuEdmCaWlpyMzMRE5ODux2u9y2Rf8i\n1i7icWL/brFY5OxD8VPUtzjqmjhmirYtNpTF1dLSIm8si3ng8ePH0dDQIJ8EO/nIbKrSarVyMoPI\nxMzKykJ2drb8WMxTEsdQ0WeLebToO0R/DUCu18S+O7EuRT8g6jIQCCT1E2Kzzel0ynNA0b+IJBUA\nXUoS6y66fGbksssuQygUwo4dO3DZZZcBiAfshg4dek4LpNfrkZ6eLk8oL6TK/jmJOkvsNBIX5eID\nICaEYoHjdDpPHOtIyGYRHdHpJisajSapo0zsEBMnAPF063SkpaUhOztbnijn5OTIASAl7tcSjUbh\ndDrlDvxsiI5bHAkVQY/6+nq5bkUwRHTkImgi6lqSJHmg7fRoLuKdqOgQ9Xq9vMOYk5MjBzFFBp9Y\ndIjjNXa7Xc4ks1qt/9PnSxxpMbXvEp9v0WgUjY2NqK+vx7Fjx9DU1CQHWsWVmEkhPgeJgYBgMNhp\nnYsFWuJRxsQJgBjwxUI6NzcX+fn58s/MzMyk4xqpTJIkNDU1obGxUR4ARVsWC06XywWXywWn0yn3\nM62trXIbFu35dMRC12w2y9mkYrEssvMyMzORmZkpPxZHYGw2W1IArruIRCIJR14ak/rgQCAgB0tF\nPScGpkUARUxGIh3t5nVA3A9LTKKMRqN8LF/0CWIREc/AMcmLOdHGExfcJx89ShXBYBANDQ04evRo\n0jEjERRpamqSb4sg6tbv98t9sKjzxNsmdFbHJpNJHt8yMjLkWx6I9ir637y8PHnjQ9Rlenr6z3av\npp+D2AAUmyOiHYoJslgEimCfx+MBmpsR9fnQyxaQA1WifwgEAl3aWBHHyMV8wmq1ypt1or2KBa/o\nL8TiwuFwICMjAw6HIyXb7MnEvE3cYuLYsWPykaLEoIc4UpQY4BBzODG+dUX8KLlOvkR7FvM5k8kk\n12NiuxV1nZ+fj/z8fHlB/HPPAcLhML799luoVCr5dEFJSck5e2+j0ah8+kCMa4lXQ0MDmpqa5HnF\nqY52nQm1Wi1vvIn5hJhLiHmaqPPEY9KizhP7GrFw7o7a2trkbDS/35/Up4i5m5h7JC7WEzdyRJ8v\n5iGdUavVSQFho9Eo17XYjBb9jQj+iI1AsYbJzMyUTwZ0F7FYDIFAQA7WiXmzuER9Njc3y+sasZYR\nQVgxH2lra5ODLV2hUqnkDVJRv6JvEesXcfJIzEsSN6vFerG7jJ2xWAxOpxN1dXX48ccf5XWK2BBI\nTPgQ9S42FhI31rpSvyfP80QbFpt9Ym0ibq2Q2G8UFhYiOzu727VlID6v1mg0XR73uosuZ84BwPz5\n8/Htt9/i8ccfx8GDB/Hcc8/h9ddfx4gRI7r077uyM2g2m+UGwsBc10iShK1bt8oDjMFgQHFx8TmZ\nLCXe4FEQQbmUugHyWWhpacGVV14JAPL9zGpqahTNQEw81iN2zIATN55O3LVXgsvlwrhx45IWAYnf\n4NzdJO5Iip2dxC8ROVftPBgM4qOPPkJjYyNaWloQCATwxBNPwGq1/s//d6oSu7yJN0/v0s1gqVOi\nX07sIwSxeFW6r+juRGZIYh2Lur0Qxj8lieyEk8c5Ub+ir7gQ+wmfz4eFCxfKAW+bzYaKiopzdkJE\nZPKJehUXkPxlId2t/SbO14RUm3ucnFmWWPfAiZuin6/3wO/34/nnn0/K7H7jjTe67SmbMxEOh+V5\nXeJ7wP773BP9uVi/iPqOxWJJa5fuGPxJBaJ+E9uz6EtEkPlCHCtPJRgMYu3atfIGstlsRklJiXw7\ntAvBGQXngsEg3nzzTaxduxY2mw3Tpk3D6NGjf8biUVd0h0lLKmK9nTnW2dlhvZ05r9eLBx54IOm4\nzJo1a1hnnRAZ7iI4Gg6HMWrUKN4e4jQkScKnn36adKPtkSNHcoOwE06nE5MnT5aPMVosFixatOjs\n7/9yEeBYcHZYb2eOdXZ2/H4/lixZIp988Xq9ePnll7tVpv75FgqFsHPnzqTjjIMHD+4WWctKam1t\nxV/+8pekLxG69dZbYegm3yqqhIuhXzujT43BYEBlZSUqKyt/rvIQERHJQSY6M16vF3fddVfS3y60\nicu55vf7MW/evKS/sc46F4vFcPhw8rd7PPPMMwqVhojofydJEpYvX570t67eSuJi5fV6ceeddyb9\njWNo50TSU6KxY8cyOHeRY14vERERERERERGRQhicIyIiIiIiIiIiUgiDc0RERERERERERAphcI6I\niIiIiIiIiEghDM4REREREREREREphME5IiIiIiIiIiIihahisVhM6UIQERERERERERFdjJg5R0RE\nREREREREpBAG54iIiIiIiIiIiBTC4BwREREREREREZFCGJwjIiIiIiIiIiJSCINzRERERERERERE\nCmFwjoiIiIiIiIiISCEMzhERERERERERESmEwTkiIiIiIiIiIiKFMDhHRERERERERESkEK3SBSA6\nn5xOJ1577TXU1tZi6NChuPvuu2E2m+Xn3377bahUKkybNk3BUqaelpYWbNmyBb1790ZJSQm+/PJL\nvPbaa2htbcUNN9yAe++9F3q9Xulidgv33HMPnnrqKVx66aVKFyXl1NTUoGfPnhg8eDAAYN++fVi6\ndCm2bt2K7OxsTJw4EXfddRd0Op3CJU0tTqcTK1euxNSpU2G32/Hll19i5cqVqK+vR58+ffDggw+i\nf//+ShczpcyfPx9arRZPPvkkDAaD0sXpNiKRCNavX4/GxkZcf/31SEtLw+LFi7Fhwwbk5ORgxowZ\nGD58uNLFTDl1dXVYsWIFduzYAZfLBbVaDbvdjoEDB+JXv/oV+vbtq3QRU04sFsN//vMffPLJJzh4\n8CACgQD0ej1ycnJwxRVXYMKECTCZTEoXky4Abrcbb731lrw2mDJlCoxGo/z8u+++C5VKhbvuukvB\nUqYej8eDbdu2oaioCEVFRdi4cSPeeOMN+Hw+3HDDDZg6dSrna100ffp0zJ8/H8XFxUoXJeWsXbsW\n+fn5GDBgAADg4MGDWLZsWdLaoKKiAhqNRuGSnhuaBQsWLFC6EETnQygUwh133IH6+noUFxfj448/\nRnV1NcaOHQuLxQIA+Oijj+B2uzF69GhlC5tCvv/+e5SXl+OTTz7BO++8A4PBgAULFmD48OEoLS3F\nqlWrsGfPHowdO1bpoqaMvXv3YvXq1di2bdtPrn/84x+IRCLYs2cPJEnCJZdconRxU8Yf//hHaLVa\nDB06FC6XC5MnT4ZGo8HkyZPRs2dPrFixAnV1dfx8JggGgygvL8fRo0cxfvx4fP3115g5cyaGDRuG\nkSNHorGxEX/6059w7bXXIjs7W+nipoyVK1fiiy++QE1NDUpLS9GjRw+li5TyYrEYKisrsXz5cnz3\n3XeoqqrCwYMHsWXLFkyaNAkajQYLFy7EVVddhby8PKWLmzJ++OEHVFRUwG63o7S0FF6vFx6PB5Mm\nTcKBAwewaNEi5ObmorS0VOmipoxYLIbHH38cixcvRnZ2Nvr06YOSkhJkZWUhFAph9erV+OCDD+QA\nMdHZCofDuPPOO3Ho0CEUFBRg9erVWLNmDcaOHSsHfz/88EM4nU7OPRLs3r0bkyZNwscff4wVK1bA\narXiiSeewKBBg1BcXIz3338ftbW1GDNmjNJFTRn79+9HdXU1duzY8ZNr9erVUKvV2L9/PyRJQkFB\ngdLFTRnPPvssNBoNhg4dCo/Hg8mTJyMUCuGWW25BTk4Oli9fjuPHj+Oaa65RuqjnBDPnuqmJEyei\nvr6+09f961//gsPhOA8lSn2bN2+WJ3U6nQ7z5s3D7Nmzcf/99+O9996D1WpVuogp6cUXX8TUqVMx\na9Ys7Nq1C3fccQcqKysxc+ZMAMCUKVNw8803o7GxkYv/dm63Gy+//DK0Wu1PFlyhUAhbtmyBxWKB\nVqvFqFGjFCplavv0009hs9nwzjvvyDuv5eXlmDhxIiorK9nW2n399dcwGAxYtWoVtFotli9fjtmz\nZ+Ohhx6SX/Piiy9i+fLleO655xQsaeqprKyE1+vF3Xffjeuuuw4PP/wwBg0apHSxUtbWrVuxZ88e\nrFu3DjabDU8//TRqamqwdu1aefy02+344IMPMGTIEIVLmzpeeuklzJ49G1OnTgUQDzzNmTMHJpMJ\nixcvxs6dOzF9+nSMGzeOgaZ227Ztw+eff441a9Z0GDiPRqP47W9/i9dffx1PPvmkAiVMTZMmTUJD\nQ0Onr6uurkZGRsZ5KFHq27x5MwKBAKqrq6HX6+H1evHII4/ggQcewIoVK/iZPIUXX3wRkydPxpw5\nc7Bt2zbcc889ePjhhzF79mwAwN13343x48dj7ty5yMrKUri0qaGpqQnPP/88dDrdT07PtLW14csv\nv4TZbEYoFMLIkSMVKmVq+/TTT2E2m7Fy5Ur5xNbtt9+O2267Db/+9a8viLbG4Fw39cILL2D69Oko\nKSk5bZo1B5UTGhoaUFpaKi/0LRYLli1bhvvvvx+zZs3Ca6+9pnAJU9O+ffswf/58qFQqlJWVYdiw\nYUkLr7y8PPTq1QuHDx9mwKTd8OHDUVVVhUcffRRFRUV4/PHH5c/iyJEj8Yc//EE+ukkd83g8uOyy\ny5KORPTo0QOFhYU4evQo21o7t9uNPn36QKuND+cej+cnAaaysjLs2rVLieKlNK1Wi7lz52L8+PFY\nsmQJysvL0bdvX4wbNw6XX345evXqhfz8fKjVvD0vABw9ehRDhw6F3W4HAIwaNQp79+5N2tgaPHgw\ntmzZolQRU9Lu3bsxZ84c+bFKpcKIESPwxRdf4Pbbb0dZWRkKCwtx4MABlJWVKVjS1HHkyBEMGzbs\nlBmtarUaN954I95///3zXLLUtnDhQkyfPh39+vVDRUXFKV8nTosQUF9fjwEDBsgLfavVildffRX3\n3nsv5syZg7/+9a8KlzA17d27F4899hjUajWGDx+OYcOG4fLLL5efz8/PR1FREQ4dOnRBBEzOhV/8\n4hf429/+hkcffRQDBgzA7373O/nWSiNHjsSiRYu4NuiEy+XC5ZdfnnQrpYKCAhQWFuLIkSMXRFvj\njLObKikpwauvvootW7agR48euO666zq8eB+wE/r06YPNmzfD6XTKf9Pr9Vi6dCmOHz+O+fPnIxwO\nK1jC1FRUVIR169bJj5977jkMHDhQfnzw4EHU1taiV69eShQvZfXr1w+rVq1Ceno6br31Vi5Yu2jL\nli346quvMHjwYOzcuROhUEh+7sCBAzhw4AAKCwsVLGFqGTVqFDZs2IBNmzYBAG6++WZUVVXJfVkg\nEMDKlStx5ZVXKlnMlNa3b18sW7YMNTU1uP766/HZZ5/hoYcewpgxY+ByuZQuXsq49NJL8dVXX2Hf\nvn3w+XxYvXo19u3bhx9//BFAPCNs3bp16Nevn8IlTS3FxcWoqqpCLBYDED9Gt27dOjnw1NTUhMOH\nDyMzM1PJYqaUvn37YtOmTdi3b1+Hz0uShFWrVnEhe5L+/fvj1VdfxdatW9G7d2+MGzeuw4trgxOK\nioqwdetWeDwe+W9GoxHLli3DoUOH8Pvf/x7RaFTBEqamwsJCfPbZZ/LjhQsXJp0UOXLkCGpra3nr\nlpMMHDgQH374ITQaDW677Tbs2LFD6SJ1C9988w3++9//YsiQIdi1a1fSev3w4cOora29YI4CM3Ou\nGystLcUjjzyCr776ijf77oLBgwejrKwMN954I2bPno0pU6YAiB/DeeONNzBt2jTU1dXhjjvuULik\nqWXWrFm47777sH37dixduhT5+fnyc2+99RaWLl2KioqKC2K34lwzGAx47LHHcO2112LevHkYP348\nIpGI0sVKWWPGjMHatWsxb948OYj+7rvv4r777sOKFSuwePFilJeXs60lyM7Oxty5c3H//fdj6NCh\n6NevHzZs2IAbbrgBvXv3xrfffosePXrI/R2dWu/evTFz5kzMnDkTkiTh+PHjvN1BgkGDBmHChAm4\n+eabAQAjRozAAw88gEmTJmH06NE4evQodu/ejaqqKoVLmloqKysxbdo0bN68Gf369cOuXbvQ1NSE\nZ599Ftu3b8eDDz6I66+/Hj179lS6qCljwIABqKiowPjx4+XMQpvNBkmS0NLSgk2bNqGgoIBH9Tsw\naNAgzJgxA+vXr0dJSYnSxUl5Q4YMQf/+/XHTTTdh1qxZmDx5MgDA4XDgzTffxLRp03D8+PHTZiJe\njGbOnInp06dj+/btWLJkSdKm6fLly/HKK69g0qRJPOXQAZPJhKeeegqff/45HnnkEZSXlzMAfBqj\nR4/GJ598gt/85jfwer0A4vcNnjZtGt577z288MILmDhx4gXT1lQxsZVHdBGIRCKoqalBeno6rr76\n6qTn3G43XnnlFeTk5CTdr4nix5m+//77n3zpQ3V1NdRqNW666SaoVCqFStc9uFwuPPXUU1izZg2q\nqqq4438asVgMDQ0N+OGHH5CXl4d+/frhn//8J0KhECZOnMi21oFjx45hw4YN2Lp1K5qbm6FWq1FQ\nUICRI0fimmuuYabESd5++2307dsXV111ldJF6XZqa2vR0tKCIUOGQK1WY9WqVdi0aRPy8vIwdepU\nfrlGBw4ePIiPPvoIdXV1KCoqwpQpU5CZmYljx45h7969uPrqq9mvdWD37t1Yv349Dhw4gNbWVuh0\nOhQVFeGKK67AiBEj+E2QdE6Ew2FUV1fD4XDg2muvTXqupaUFL730EnJzc1FZWalQCVPToUOH8N13\n3+Gmm25K+vvf//53AMAtt9zCfq0Tzc3NePLJJ/Hvf/+ba4NOxGIx1NXV4YcffkDPnj1RWlqK6upq\nSJKE8vLyC+YWJAzOERGdJ7FYDC6XC1arVb5HGBERERERXXzEhnRGRgY3UonBOSIiIiIiIiIiIqUw\ndYOIiIiIiFKCy+VCQ0NDp6+z2WzIzc09DyXqHvbs2dOl+9qWlJQwe78d29rZ2b9/f5faWuK3yV/s\n2NbOzsXW1pg5R0REREREKWH9+vWorKzs9Cbpd955J55++unzVKrUV1FRge3bt3f6uo0bN8LhcJyH\nEqU+trWzc/vtt2Pnzp2dvo5t7QS2tbNzsbU1BueIiIiIiChlrFu3DnPnzsXrr7+OgQMHdvganU7H\nezQlCAQCmDFjBoxGI5YsWXLKm/Hr9XreqD8B29qZ8/v9ePjhh2GxWPDnP//5lO3JbDazrSVgWztz\nF1tbY3COiIiIiIhSyrJly7B27VpUVVVdMN/E93NzOp2YMGECFixYgF/+8pdKF6fbYFs7cy0tLZgw\nYQKeeeYZjBkzRunidBtsa2fuYmprmgULFixQuhBERERERERCWVkZPB4PiouLYTablS5Ot2AymTBg\nwABIkoTi4mKli9NtsK2dOZPJhNLSUgQCAVx66aVKF6fbYFs7cxdTW2PmHBERERERERERkUKYS0lE\nRERERERERKQQBueIiIiIiIiIiIgUwuAcERERERERERGRQhicIyIiIiIiIiIiUgiDc0RERERERERE\nRAphcI6IiIiIiIiIiEghDM4REREREREREREphME5IiIiIiIiIiIihTA4R0REREREREREpBAG54iI\niIiIiIiIiBTy/8+DeZdea902AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe7178a07b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Arial')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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T61NEpMNcm3jLbplYShVvIrEXCu3Z6tm/P8yda1pBEyU11bSd2hduqK42CTkREYmTHW9B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\nh82cCT/8Ydef95xzzAQH9mO4vB/ggw8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mVaA8h6ZvsCfeqtYmUStbq5VDvQ62Ue5LRh8Y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FhYKGZksI1IFpXNrrs08ozd68zpZxvAUgERSG08sP+BdG1kc7TP5xNtaLYBXFNTI24Cs4PN8R6P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\nhUIhroOvw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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715f06ba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Megrim')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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wyYmw/bOWny/SWvnrYO6FULAotOM7HQmHvwTxSXbWk5QNY540CfQVj9iJKSIijfJkxVxm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\nIbrg/wOAeCmhzIXNnwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715db5ba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Times New Roman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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BZtDrLGyvoVB4wq5lP/tZu7zwWleXBQAmI8ex07HXxS2OOMIKOPCe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UAAAO\nLUlEQVTx+OOPc/DBB9ufOfroo3nmmWeq1cUxR09PD6+99ho/+9nP7DIRU6dO5fzzz+f3v/89Cxcu\n5Pvf/z7z58/n1VdfFcNTiZdffpkzzjhjwEjDhoYGFi9eLHJbHz73uc+JbjBEXnnlFY4++mg7c3yv\nvfbikEMO4aKLLiKbzXLxxRdXuYdjj3Q6zapVq/jpT39KU1MTn/70p/n5z3/OaaedZjtzjj/+eH78\n4x/z+uuv86lPfarKPR4bHHzwwUybNo0DDjiAK664gtraWvs90Q0GxwsvvMCMGTP4yle+Yhs7v/Wt\nb7FkyRJeffVVCbYp4XQ66enpsV+vX7++Qm/SNI1jjz2WZ599thrdG9PMmzePL3/5y3aZvkceeYSz\nzz6b6dOnc9ppp3HKKadIedsy1q5dy7HHHmuvZ5/5zGf4wx/+wOGHHw5Yc23BggUsXbq0mt0cU8Tj\ncf7yl7/w2muvUVNTA8Ds2bNZtGgRjz32GMcffzzXX3898+fP54033rCDCj/siG4wPD7MuoE4vMYx\n4XCYM888c7vZIaeffvou7NHYp6enZ5sow4985CPcd999nHvuueTzeSZNmlSl3o1NMpkMQEXEXDgc\nrlDSwHrAxOPxXdq3scysWbN45JFHuOOOOzjllFNYvHgxp512mkToDIF0Os1uu+1WMWYOh4MpU6Z8\naB/a/XHcccdxzjnnsGnTJqZMmcKee+7JihUrKvZReuONN6QkwnYIBAKcdtppnHbaabz//vs8+uij\n/O53v+PnP/85TzzxBHvuuWe1uzgmCIfDfPDBB/brLVu2kEql6O7uto2cW7dulX32ynA6nTgcDrq7\nu22lFqxofoXf72fWrFls2rSpGl0ck9TV1fH6669jmuaAz813331X9tnoQygU4vTTT+e4444b8DP/\n+Z//uQt7NPaJxWLbGC8POeQQ7r33Xr74xS+Sy+VknvUhnU4DVKz1tbW1FeOkaRpNTU0VRvcPO3Pm\nzOGJJ57gZz/7GSeffDLf+c53OOGEE0Q3GALJZJIZM2ZUjJnT6WTq1Kl0dXVVsWdji09+8pNccMEF\ntLa20tzczJw5c1i5cmWFbvDmm2/KvkrbIRwOc/bZZ3P22Wfz7rvv8sgjj3DnnXdy66238thjj9nl\n9z/shEKhCvm1tbWVdDpNIpEgFAoBVuZNuQz8YUfXdXRdJ5VKVWT8JpNJOxMnGAyy++67s379enF4\nlRDdYHh8mHUDcXiNY/bee2+6urqYPXv2gJ/RdX0X9mjsM3PmTHufm3L23HNP/vd//5dzzz0Xp9Mp\nxs0yamtr8fv9bNiwwXYWXnrppUyZMqXicx0dHVLOsA9ut5uvfe1rHHvssVx55ZUsWbJE9jkbBL/4\nxS9oaGhg8+bNpFKpbd7v6OjYxuH6YeaAAw7gmGOOYeHChXzuc5/j8MMP57rrruP111+39/BatmwZ\n99xzT7W7Oi6YNWsWl19+OYsXL+bFF1/st/TQh5WjjjqKM844g2AwSGNjIw8++CALFixg8eLFLFq0\niGg0yo9+9CNOOOGEand1zOD3+5k/fz6XXHIJixcvprm5mbfffpvbbruNb37zm4BVWqi1tVXqzZdx\n5plnctddd/GlL32Jk08+mRkzZlTU6VebfN90003V7uqYYu+99yYej1eUue2L6AaVTJ8+naeeemqb\n6/vtt5/t9AoGg9vVtz5sRCIRuzyrkse+9rWvMW3atIrPdXV1STnDPni9Xi677DIWLFjAVVddxZNP\nPsk111xT7W6Nee666y6WLFnChg0b+nWiRqNRCbYpY968eRx22GEsXLiQs846i6OOOoof/OAHvPnm\nm0ybNo3Vq1fzhz/8gTvvvLPaXR0X7LXXXnz3u9/l8ssvZ+nSpbYjR4D58+fz+c9/nrq6OhobG7n3\n3nuZP38+l112GRdeeCGxWMwuGy9YBAIBjjzySC699FIuu+wympub7e0wvv71r9ufa2trE+dNGaIb\nDI8Ps24gDq9xzMknn8z777+/3c9ceeWVTJ48eRf1aOzz8Y9/nGuvvZZ3332Xvfbaq+K9uXPn2k4v\noRdN0zjllFPYsmULBxxwAMA2USZr1qxh06ZN9vtCJXPnzuV3v/sd99xzD2eccQb5fL7aXRqznHji\niSSTSQCmTJmCpmmk02m7FNiaNWvYuHEje++9dzW7Oeb40Y9+xG9/+1uefPJJ3n77bUzTZMmSJYRC\nIebNm8c999xTUXZOYId7dLlcLimN04d99tmHa6+9lrvvvptcLsell17KcccdxwUXXGA/Ow8//HB7\njwjB4pprruGb3/wm559/PmBFo3/605+2s/Cj0ShHHnkk8+bNq2Y3xxR1dXX8+te/5uabb+Z73/ue\nnVECllyyxx57cMMNN2w3WvHDyIknnsjq1au3+5lvfvObTJw4cRf1aOwzf/58rrvuOt577z3mzp1b\n8d4+++zDvffeW7EnpmAZRk444QTWr19vlxY64ogjKj6zbt06NmzYILrBAOy33348+uij/PKXv+SU\nU06hUChUu0tjlqOPPppkMkksFqOmpoZIJFKhG6xdu5b169dvo9t/mNE0jVtuuYX77ruPJUuW8N57\n7wHw0EMP4fF4OOCAA7j99tuljPIQ8Xq9svd2H/bff3+uvPJK7rrrLnK5HF/5ylc48cQT+eIXv8iZ\nZ54JwIEHHih7Yvbhu9/9LhdffLG9P6GmaZx44on21itdXV3MmzePgw46qJrdHFOIbjA8Psy6gWaa\nplntTgjCriSdTuN0OnG5XP2+n0gkyOVyEpE4BHK5HJlMRlLVB8HatWt58cUXOeqoo5g+fXq1uzPu\nyOVy5HI52ZR6O/T09BCNRnG73TQ1Ne3QsSMII8U0TTZv3ozL5aK5ubna3RmzbNy4kba2NmbOnClZ\nqkMgn8+zdu1a4vE4brebmTNnyjNAGFWi0Sg+nw+v19vv+11dXeTzeVnfhkAqlSKRSMheN4PgX//6\nF8uWLeO4445j1qxZ1e7OuCOTyZBIJKTSyHZob2+ns7MTt9vNlClTcLvd1e7SmCSXy+F0Ov9tsx12\nJcVikXXr1uF2u6V05gCYpsnq1atpb29n9uzZImMMAdENhMEgDi9BEARBEARBEARBEARBEARBEARh\nXCOhC4IgCIIgCIIgjCtee+01HnrooWp3Y9xx0003sWXLlmp3Y1whc214yFwbOjLXhofMtaEjc214\nyFwbOjLXhofMtW0xTZM33niDJ554go0bN27z/jvvvMPzzz9fhZ6Nbbq6unjyySd58cUX+91e5YEH\nHqC9vb0KPdu5iMNLEARBEARBEIRxxbvvvsvSpUur3Y1xx69//Ws6Ojqq3Y1xhcy14SFzbejIXBse\nMteGjsy14SFzbejIXBseMtcqMU2TCy+8kP/4j//giiuuYMGCBdxyyy0YhmF/5o033uDhhx+uYi/H\nHq+99hpHHXUU3/rWt1i0aBELFy5k1apVFZ+5+eabaWlpqVIPdx7OandAEARBEARBEARBsXHjRv71\nr39t9zN9lTUBXnjhhX4jN8spFAq7qDfjA5lrw0Pm2tCRuTY8ZK4NHZlrw0Pm2tCRuTY8ZK4NnWXL\nlvHKK69w9913c/DBB7N06VK+//3v09LSwvXXX4/TKe6N/rjhhhv4+Mc/zg9+8AOSySQ/+tGPOPvs\ns/nVr37F/vvvX+3u7VRkRgiCIAiCIAiCMGZ46aWXuPbaa3f4ufnz5++C3owfvv3tbxONRqvdjXGF\nzLXhIXNt6MhcGx4y14aOzLXhIXNt6MhcGx4y14bOypUrWbBgAYcffjgAJ5xwAnvvvTfnnXcel112\nGTfeeGOVezj2yGQyvPvuu9xyyy1EIhEikQi33norP/nJTzjvvPO44447OOigg6rdzZ2GOLwEQRAE\nQRAEQRgz1NXVEQ6HeeGFF9A0rd/P3H///axYsWIX92xsU19fzwUXXMBZZ5014GcOO+ywXdijsY/M\nteEhc23oyFwbHjLXho7MteEhc23oyFwbHjLXhk46ncbv91dcmzZtGg888ABf+MIXWLx4Mfvtt1+V\nejc2yWazAPh8PvuapmlccskleDweLrjgAm6//fZqdW+nIw4vQRAEQRAEQRDGDPvssw/d3d10dXUx\nZcqUfj/jcrl2ca/GPvvssw+rV6+uUGz7MpBB6sOKzLXhIXNt6MhcGx4y14aOzLXhIXNt6MhcGx4y\n14bO3LlzuffeezFNs2JsJk2aZDu9XnnllX/rjKWhEg6HaW5u5u9//zvHH398xXsXXXQRDoeDRYsW\n7bC85njF8b3vfe971e6EIAiCIAiCIAgCQE1NDV6vl9mzZxMOh/v9TGNjI/vvvz9NTU27uHdjl/r6\nekKhEHvssceAn9l3332ZO3cuHo9nF/Zs7CJzbXjIXBs6MteGh8y1oSNzbXjIXBs6MteGh8y1odPU\n1MQ999zDRz/6UZqbmyveCwaDLFiwgGXLlhGJRDjppJOq1MuxR1tbW78OL4B58+bh9XpZvnw5Z5xx\nxjbjOt7RTNM0q90JQRAEQRAEQRAEQRAEQRAEQRAEQRguerU7IAiCIAiCIAiCIAiCIAiCIAiCIAgj\nQRxegiAIgiAIgiAIgiAIgiAIgiAIwrhGHF6CIAiCIAiCIAiCIAiCIAiCIAjCuEYcXoIgCIIgCIIg\nCIIgCIIgCIIgCMK4RhxegiAIgiAIgiAIgiAIgiAIgiAIwrhGHF6CIAiCIAiCIAiCIAiCIAiCIAjC\nuEYcXoIgCIIgCIIgCIIgCIIgCIIgCMK4RhxegiAIgiAIgiAIgiAIgiAIgiAIwrhGHF6CIAiCIAiC\nIAiCIAiCIAiCIAjCuEYcXoIgCIIgCIIgCIIgCIIgCIIgCMK45v8DdR0Sjyl+NAwAAAAASUVORK5C\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715db2e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES2, 'DejaVu Sans')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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845eDv2jM4jGacu8UPdH5iVzPzjIqi9Ui/xf9FWmOzPfYZ7s9q08HfVoMqQDj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\nTc5iscjZ2VmSFB4eLj8/Pzs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ISVCrt1plPDy5pcYtOjT5UElFRQmwplm1+u/V+u3wb1p5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\nQois8v8BYJGgJqqeo68AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715cafc18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES2, 'Highway to Heck')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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a6/WqKd5k+fuzVoNnr9erZCRp+edTb7q3whUBE4Mrg61MJiNJCodZGA9AdWmK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\nx/+91rSv0ctbXtbLW1/Wlu4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NzxfzBFt4SyfNPcl6sLXu2QpXM7ZcGWw1N5sXhDs7Ox2u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NRdltacYus4lhSn15MDUcmE3V//GnjzTXmlKGfPBv76V7oNZ2f3z3TkdouBWlKpQ2Zut7hGlkZ1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\n5ayzzsLj8dS7a2OGRx55hDfeeINrrrmGU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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715cdd0b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES2, 'Comic Sans MS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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4uBiAfv36Od2iiG8Eg6YXwtq15gfW0KFw4IGmAi2e3Dq6euWV7sQREUkozc1w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uJEYNCgoJcHP/UUjR8ikXPOoVlR0OYLigKUbAAO/QAcnMsss4DQ0MAhtgtvRo1JFPPVx/mUs3my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\na6FTZPG8AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715cdda58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Comic Sans MS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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Cb66AHTOBKPyfh6NwHiy4Bd7qAjNOhU3vmL+LOMPO4zPM5Ivs1qof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\nEEIIqSMUsCOEEEIIIYQQQgghpI78fxg8k6JQX6mWAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe715f86390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_logo(ALL_SCORES1, 'Sawasdee')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "run_control": {
     "frozen": false,
     "read_only": false
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "STIXSizeFourSym\n",
      "Bitstream Vera Serif\n",
      "STIXNonUnicode\n",
      "cmmi10\n",
      "cmsy10\n",
      "cmb10\n",
      "Bitstream Vera Sans\n",
      "cmss10\n",
      "STIXSizeThreeSym\n",
      "Bitstream Vera Sans Mono\n",
      "cmex10\n",
      "Bitstream Vera Sans Mono\n",
      "STIXGeneral\n",
      "STIXSizeOneSym\n",
      "STIXGeneral\n",
      "STIXNonUnicode\n",
      "STIXSizeFiveSym\n",
      "cmtt10\n",
      "STIXSizeOneSym\n",
      "cmr10\n",
      "STIXGeneral\n",
      "STIXSizeTwoSym\n",
      "Bitstream Vera Sans\n",
      "STIXSizeThreeSym\n",
      "STIXNonUnicode\n",
      "Bitstream Vera Sans\n",
      "Bitstream Vera Sans Mono\n",
      "STIXNonUnicode\n",
      "STIXSizeTwoSym\n",
      "Bitstream Vera Serif\n",
      "STIXSizeFourSym\n",
      "Bitstream Vera Sans Mono\n",
      "STIXGeneral\n",
      "Bitstream Vera Sans\n",
      "Sansation\n",
      "Pastor of Muppets\n",
      "Astron Boy\n",
      "Delius Unicase\n",
      "Noto Mono\n",
      "Karla Tamil Upright\n",
      "Tiresias Signfont\n",
      "Oswald\n",
      "Fanwood Text\n",
      "DejaVu Serif\n",
      "Courier New\n",
      "Combustion Tall BRK\n",
      "Radios in Motion Hard\n",
      "Luxi Sans\n",
      "Droid Arabic Naskh\n",
      "Schoolbell\n",
      "Junge\n",
      "Gentium Book Basic\n",
      "Nunito Sans\n",
      "Baloo Tammudu\n",
      "Almendra Display\n",
      "Oldenburg\n",
      "Encode Sans\n",
      "Biting My Nails Outline\n",
      "Quantum Round BRK\n",
      "Collective S BRK\n",
      "Baskervald ADF Std\n",
      "Jaldi\n",
      "Biryani\n",
      "Manuale\n",
      "Tuffy\n",
      "Georgia\n",
      "Serto Jerusalem Outline\n",
      "GFS Didot\n",
      "STIXNonUnicode\n",
      "Cantarell\n",
      "Rokkitt\n",
      "Seymour One\n",
      "Switzera ADF Cd\n",
      "Dyphusion BRK\n",
      "Christian Participants\n",
      "Encode Sans Condensed\n",
      "PT Sans Narrow\n",
      "Caveat Brush\n",
      "Bayon\n",
      "Pinyon Script\n",
      "Garuda\n",
      "Hanuman\n",
      "Kalam\n",
      "Post No Bills Colombo Medium\n",
      "Hind Siliguri\n",
      "Kanit\n",
      "Mishmash ALT2 BRK\n",
      "Joystix\n",
      "Ikarius ADF No2 Std\n",
      "Qbicle 2 BRK\n",
      "Zekton\n",
      "Romande ADF Std\n",
      "Faster One\n",
      "Prociono\n",
      "Waiting for the Sunrise\n",
      "Bilbo\n",
      "Padauk\n",
      "Kinnari\n",
      "Bowlby One SC\n",
      "Serto Batnan\n",
      "Averia Sans Libre\n",
      "PT Sans\n",
      "Advent Pro\n",
      "Berenis ADF Cd\n",
      "Plaster\n",
      "Mukta Malar\n",
      "Fira Sans\n",
      "Yinmar\n",
      "Good Times\n",
      "Puritan\n",
      "Line Dings BRK\n",
      "AirCut\n",
      "Ikarius ADF Std\n",
      "Lato\n",
      "DejaVu Sans\n",
      "Fira Sans\n",
      "Fatboy Slim BLTC 2 BRK\n",
      "BPG Serif GPL&GNU\n",
      "genotype RH BRK\n",
      "Days One\n",
      "Cuomotype\n",
      "Laila\n",
      "Caslon\n",
      "Yaldevi Colombo Light\n",
      "Fira Sans Condensed\n",
      "Flipside BRK\n",
      "Comfortaa\n",
      "Palanquin\n",
      "Kavoon\n",
      "Mishmash BRK\n",
      "BPG Excelsior GPL&GNU\n",
      "Mountains of Christmas\n",
      "BPG Nino Medium Cond GPL&GNU\n",
      "cwTeXHei\n",
      "Luxi Sans\n",
      "Comic Sans MS\n",
      "British Participants\n",
      "Tiresias Infofont\n",
      "Sigmar One\n",
      "Your Complex O BRK\n",
      "Typesource Extol O BRK\n",
      "Rotund Outline BRK\n",
      "Teko\n",
      "Ubuntu\n",
      "Lato\n",
      "Alegreya Sans SC\n",
      "Black Ops One\n",
      "Graffiti Treat\n",
      "Baloo Bhai\n",
      "Quattrocento Sans\n",
      "Berenis ADF No2 Style\n",
      "Merienda\n",
      "Arial\n",
      "Linux Biolinum O\n",
      "Cabin\n",
      "Lora\n",
      "Rehearsal Point BRK\n",
      "PowerlineSymbols\n",
      "Merriweather\n",
      "SeoulNamsan\n",
      "Roboto Condensed\n",
      "Exo 2\n",
      "Cutive\n",
      "Butterbelly\n",
      "Karla Tamil Inclined\n",
      "Tiresias PCfont\n",
      "LunaEclipsed \n",
      "Cormorant\n",
      "Overlock\n",
      "Mexcellent\n",
      "Libris ADF Std\n",
      "Alegreya Sans SC\n",
      "Kadwa\n",
      "Roboto Slab\n",
      "Union City Blue\n",
      "Muli\n",
      "Karma Suture\n",
      "Encode Sans Expanded\n",
      "Lato\n",
      "Roboto Mono\n",
      "Roboto Condensed\n",
      "AtariSmallItalic\n",
      "Andada\n",
      "IM FELL English\n",
      "Source Code Pro\n",
      "Kenyan Coffee\n",
      "Adriator\n",
      "Bigshot One\n",
      "Gemunu Libre\n",
      "Ropa Sans\n",
      "Josefin Slab\n",
      "Shlop\n",
      "BPG Nino Medium GPL&GNU\n",
      "Yanone Kaffeesatz\n",
      "Mincer BRK\n",
      "Abandoned Bitplane\n",
      "Phetsarath\n",
      "Averia Libre\n",
      "Cupola\n",
      "Gillius ADF No2 Cd\n",
      "Hind Guntur\n",
      "Asar\n",
      "Gravitate Segments BRK\n",
      "Podkova\n",
      "Martel\n",
      "Roboto\n",
      "Sofia\n",
      "Kenia\n",
      "Purisa\n",
      "Overhead BRK\n",
      "Kickflip BRK\n",
      "Gillius ADF No2 Cd\n",
      "Share Tech\n",
      "Noto Sans Gurmukhi\n",
      "Redundant BRK\n",
      "Engebrechtre\n",
      "Linden Hill\n",
      "Noto Sans Bengali UI\n",
      "Archivo Narrow\n",
      "Gillius ADF No2\n",
      "8-bit Limit O BRK\n",
      "STIXSizeOneSym\n",
      "Saira SemiCondensed\n",
      "Snidely\n",
      "FreeSans\n",
      "Skeletor Stance\n",
      "Avdira\n",
      "Subpear\n",
      "Rothwell\n",
      "Domine\n",
      "Baloo\n",
      "Sawasdee\n",
      "Living by Numbers\n",
      "Georgia\n",
      "Unifont CSUR\n",
      "BPG Serif Modern GPL&GNU\n",
      "Cabin\n",
      "Alegreya Sans\n",
      "Fatboy Slim BLTC BRK\n",
      "Encode Sans Semi Expanded\n",
      "Hots\n",
      "Meddon\n",
      "InstantTunes\n",
      "Ravi Prakash\n",
      "Zenith BRK\n",
      "Knuckle Down\n",
      "Switzera ADF Light Cd\n",
      "Caudex\n",
      "Bocuma Dent BRK\n",
      "Alegreya SC\n",
      "Tenor Sans\n",
      "Umpush\n",
      "Nasalization\n",
      "Mplus 1p\n",
      "Chau Philomene One\n",
      "Source Serif Pro\n",
      "Sarpanch\n",
      "Hind Vadodara\n",
      "DejaVu Serif\n",
      "Universalis ADF Std\n",
      "Anonymous Pro\n",
      "Mississauga\n",
      "PT Serif\n",
      "Bewilder Thick BRK\n",
      "VDub\n",
      "Archivo\n",
      "Stint Ultra Expanded\n",
      "Cranberry Gin\n",
      "Ennobled Pet\n",
      "Raleway\n",
      "Sitara\n",
      "Numskull BRK\n",
      "DejaVu Sans Mono\n",
      "Tlwg Mono\n",
      "Mr De Haviland\n",
      "Raleway\n",
      "Sawasdee\n",
      "Webster World\n",
      "Chivo\n",
      "Teko\n",
      "Edmunds Distressed\n",
      "Astron Boy Video\n",
      "Relish Gargler\n",
      "Montserrat Alternates\n",
      "Content\n",
      "Manuale\n",
      "Biryani\n",
      "Signika\n",
      "Lilita One\n",
      "jsMath-eurb10\n",
      "rsfs10\n",
      "Exo\n",
      "Marvel\n",
      "Backlash BRK\n",
      "Baskervald ADF Std Heavy\n",
      "Rubik\n",
      "Berenis ADF Med\n",
      "Anonymous Pro\n",
      "Droid Serif Thai\n",
      "Effloresce\n",
      "Goudy Bookletter 1911 TT\n",
      "Kaliber Xtreme BRK\n",
      "Roboto Condensed\n",
      "Glass Antiqua\n",
      "Federant\n",
      "Tiresias PCfont Z\n",
      "Webdings\n",
      "Just Me Again Down Here\n",
      "Lusitana\n",
      "Fira Sans\n",
      "Gillius ADF\n",
      "Hind Kochi\n",
      "Vectroid\n",
      "CLAW 1 BRK\n",
      "McLaren\n",
      "Hurry Up\n",
      "GoudyBookletter1911Bold\n",
      "Aclonica\n",
      "Volkhov\n",
      "Hind\n",
      "Fira Sans\n",
      "Montserrat Alternates\n",
      "Kustom Kar\n",
      "Trebuchet MS\n",
      "Combustion I BRK\n",
      "GoudyBookletter1911Light\n",
      "Merienda One\n",
      "Alegreya Sans\n",
      "Hack & Slash BRK\n",
      "FreeSerif\n",
      "Palanquin Dark\n",
      "Purple Purse\n",
      "Noto Sans Devanagari UI\n",
      "Emblema One\n",
      "Sad Films\n",
      "Cormorant\n",
      "Intersect O BRK\n",
      "NanumMyeongjo\n",
      "Gillius ADF\n",
      "Saira SemiCondensed\n",
      "JejuHallasan\n",
      "Bigelow Rules\n",
      "Kanit\n",
      "Eczar\n",
      "Stereofidelic\n",
      "Anonymous Pro\n",
      "Bobcaygeon BRK\n",
      "Glegoo\n",
      "IM FELL French Canon\n",
      "Cormorant Garamond\n",
      "Martel\n",
      "Exo 2\n",
      "Ravenous Caterpillar BRK\n",
      "Souliyo Unicode\n",
      "Overpass\n",
      "Encode Sans\n",
      "Turkish Participants\n",
      "Droid Serif\n",
      "Simonetta\n",
      "Tofu\n",
      "Mukta\n",
      "Alexander\n",
      "Khula\n",
      "Sansita\n",
      "90 Stars BRK\n",
      "Overpass\n",
      "Playball\n",
      "Jeopardize BRK\n",
      "Berenis ADF Med\n",
      "Mallanna\n",
      "East Syriac Adiabene\n",
      "Holtwood One SC\n",
      "Ubuntu Mono\n",
      "Josefin Slab\n",
      "Manuale\n",
      "Arbutus\n",
      "Jekyll BRK\n",
      "Nunito\n",
      "STIXIntegralsD\n",
      "Tiresias Infofont Z\n",
      "Hind Vadodara\n",
      "Amiri\n",
      "Fondamento\n",
      "Fira Sans Extra Condensed\n",
      "Soul Mama\n",
      "Neuton\n",
      "Muli\n",
      "Abhaya Libre Medium\n",
      "Libris ADF Std\n",
      "Tienne\n",
      "AtariSmallLight\n",
      "Playfair Display SC\n",
      "Nunito\n",
      "Rosario\n",
      "Trebuchet MS\n",
      "Oswald\n",
      "Cormorant Garamond\n",
      "Noto Sans Devanagari\n",
      "Outer Sider BRK\n",
      "Lato\n",
      "PT Sans Narrow\n",
      "Droid\n",
      "Tangerine\n",
      "Quantico\n",
      "Roboto Condensed\n",
      "Andada\n",
      "Credit Valley\n",
      "Trebuchet MS\n",
      "Pants Patrol\n",
      "Karla\n",
      "Alegreya Sans SC\n",
      "Dosis\n",
      "KacstOffice\n",
      "3D LET BRK\n",
      "Playfair Display\n",
      "Source Code Pro\n",
      "Rubik One\n",
      "Della Respira\n",
      "Switzera ADF Ex\n",
      "Pangolin\n",
      "Russo One\n",
      "Cormorant Infant\n",
      "Carbon Block\n",
      "Baskervald ADF Std\n",
      "Snippet\n",
      "Mukta\n",
      "Mukta Malar\n",
      "MgOpen Cosmetica\n",
      "Ataxia Outline BRK\n",
      "Nunito Sans\n",
      "Post No Bills Jaffna SemiBold\n",
      "Playfair Display SC\n",
      "Tiresias LPfont\n",
      "Halant\n",
      "Forgotten Futurist\n",
      "Halant\n",
      "Noto Sans Lao\n",
      "Droid Sans Tamil\n",
      "Aubrey\n",
      "Hind Mysuru\n",
      "Encode Sans Condensed\n",
      "Lunasequent\n",
      "SeoulHangang CBL\n",
      "Verdana\n",
      "Josefin Sans\n",
      "Vampiro One\n",
      "Thabit\n",
      "Dark Side BRK\n",
      "Antic\n",
      "Off Kilter L BRK\n",
      "Gloria Hallelujah\n",
      "KacstPen\n",
      "Jigsaw Trouserdrop\n",
      "Noto Sans Oriya UI\n",
      "Eunjin Nakseo\n",
      "Post No Bills Jaffna ExtraBold\n",
      "Noto Sans Gujarati UI\n",
      "Roboto\n",
      "Radis Sans\n",
      "Coda\n",
      "Akronim\n",
      "Encode Sans Semi Condensed\n",
      "Goodfish\n",
      "Saira\n",
      "Loma\n",
      "Amaranth\n",
      "Enriqueta\n",
      "Alegreya SC\n",
      "Euphorigenic\n",
      "Rajdhani\n",
      "Estrangelo Nisibin\n",
      "STIXIntegralsD\n",
      "Nunito Sans\n",
      "Buenard\n",
      "Bitter\n",
      "Binary X BRK\n",
      "Siemreap\n",
      "Miniver\n",
      "Jura\n",
      "Tuffy\n",
      "Cabin\n",
      "Cutive Mono\n",
      "Betsy Flanagan\n",
      "Joti One\n",
      "Bocuma Angle Dent BRK\n",
      "Gemunu Libre ExtraBold\n",
      "Eden Mills\n",
      "Lato\n",
      "Unlock\n",
      "jsMath-cmmib10\n",
      "Saira\n",
      "Cambay\n",
      "Tiresias Signfont Z\n",
      "Ek Mukta\n",
      "Averia Libre\n",
      "Noto Serif Tamil\n",
      "Noto Sans Khmer\n",
      "Alegreya Sans\n",
      "Snowburst One\n",
      "Noto Sans\n",
      "Anonymous Pro\n",
      "Gabriela\n",
      "Mishmash 4x4o BRK\n",
      "Overpass Mono\n",
      "Yaldevi Colombo\n",
      "Crimson Text\n",
      "Padauk\n",
      "Bandwidth Bandmess BRK\n",
      "Minya Nouvelle\n",
      "Tlwg Mono\n",
      "Neuropolitical\n",
      "Rambla\n",
      "Arial\n",
      "BM HANNA_TTF\n",
      "Almonte Snow\n",
      "Unidings\n",
      "FreeMono\n",
      "Chau Philomene One\n",
      "Powderworks BRK\n",
      "Gentium Basic\n",
      "36 days ago BRK\n",
      "BPG Nateli Caps GPL&GNU\n",
      "Contour Generator\n",
      "Alegreya\n",
      "Linux Libertine O\n",
      "Amiri\n",
      "Noto Sans Thai UI\n",
      "Noto Serif\n",
      "Reason BRK\n",
      "Work Sans\n",
      "STIX\n",
      "Megrim\n",
      "BPG Mrgvlovani Caps GNU&GPL\n",
      "Catamaran\n",
      "10.15 Saturday Night R BRK\n",
      "NanumGothicCoding\n",
      "Asap Condensed\n",
      "MgOpen Modata\n",
      "Permanent Marker\n",
      "Martel Sans\n",
      "Junkyard\n",
      "Muli\n",
      "Exo\n",
      "Induction\n",
      "Tangerine\n",
      "Smythe\n",
      "Cormorant Unicase\n",
      "Berenis ADF No2 Cd\n",
      "Tribun ADF Med Std\n",
      "Ramabhadra\n",
      "Carbon Phyber\n",
      "Lights Out BRK\n",
      "Germania One\n",
      "Audiowide\n",
      "Yaldevi Colombo ExtraLight\n",
      "Comfortaa\n",
      "DejaVu Serif\n",
      "SeoulHangang CB\n",
      "STOMP_Zeroes\n",
      "Exo\n",
      "Spheroids X BRK\n",
      "Wellfleet\n",
      "Josefin Slab\n",
      "Averia Sans Libre\n",
      "progenisis\n",
      "Euphoric 3D BRK\n",
      "Josefin Slab\n",
      "Fauna One\n",
      "Ubuntu Condensed\n",
      "Source Code Pro\n",
      "Arya\n",
      "Visitor TT2 BRK\n",
      "Cormorant\n",
      "Astron Boy\n",
      "Encode Sans\n",
      "Monofett\n",
      "Arial\n",
      "Unresponsive BRK\n",
      "Fira Sans Condensed\n",
      "Sudbury Basin 3D\n",
      "Tinsnips\n",
      "Dustismo Roman\n",
      "Noto Sans\n",
      "Sansation\n",
      "Jockey One\n",
      "Gravitas One\n",
      "Homespun TT BRK\n",
      "Peddana\n",
      "Post No Bills Colombo Light\n",
      "Andada\n",
      "Spicy Rice\n",
      "Serto Mardin\n",
      "Expletus Sans\n",
      "Kanit\n",
      "Gasping BRK\n",
      "SeoulNamsan CBL\n",
      "Cormorant\n",
      "Hind Mysuru\n",
      "Gentium Basic\n",
      "Paint Boy\n",
      "Tienne\n",
      "Berenis ADF No2 Style\n",
      "jsMath-cmbsy10\n",
      "Compliant Confuse 3o BRK\n",
      "Average Sans\n",
      "Lato\n",
      "Share Tech Mono\n",
      "Cormorant\n",
      "Ledger\n",
      "Quicksand\n",
      "eufm10\n",
      "GWMonospace\n",
      "Cabin Sketch\n",
      "Expletus Sans\n",
      "Economica\n",
      "Luxi Mono\n",
      "Montserrat\n",
      "Larabiefont\n",
      "Sansita\n",
      "jsMath-lasyb10\n",
      "MgOpen Moderna\n",
      "STIXIntegralsUpSm\n",
      "Qbicle 3 BRK\n",
      "Asap\n",
      "Ranga\n",
      "Faustina\n",
      "Allura\n",
      "Arvo\n",
      "STIXSizeThreeSym\n",
      "Mukta\n",
      "Libre Baskerville\n",
      "Fira Sans Extra Condensed\n",
      "Varta\n",
      "Medula One\n",
      "Sansation\n",
      "Zephyrean BRK\n",
      "Iceberg\n",
      "Roboto\n",
      "Ranga\n",
      "Open Sans\n",
      "STIXIntegralsUp\n",
      "Varta\n",
      "Advent Pro\n",
      "Heavy Heap\n",
      "Fascii Scraggly BRK\n",
      "Berenis ADF\n",
      "Hind Guntur\n",
      "Montserrat\n",
      "Bree Serif\n",
      "Montserrat Alternates\n",
      "GiantTigers\n",
      "Hind Siliguri\n",
      "Cormorant Garamond\n",
      "cwTeXKai\n",
      "Post No Bills Jaffna\n",
      "Ubuntu\n",
      "Herr Von Muellerhoff\n",
      "Source Code Pro\n",
      "Ewert\n",
      "Thwart BRK\n",
      "STIXGeneral\n",
      "Arvo\n",
      "Not Quite Right BRK\n",
      "NanumMyeongjo\n",
      "Suranna\n",
      "Unifont\n",
      "Limelight\n",
      "Marvel\n",
      "jsMath-eusm10\n",
      "Lato\n",
      "Jara\n",
      "Switzera ADF Cd\n",
      "Saira ExtraCondensed\n",
      "Cousine\n",
      "Switzera ADF Light Cd\n",
      "Dystorque BRK\n",
      "Gruppo\n",
      "Telex\n",
      "Cabin\n",
      "Essays1743\n",
      "Merriweather\n",
      "Noto Naskh Arabic UI\n",
      "Dustismo Roman\n",
      "Unispace\n",
      "Muli\n",
      "Cherry Cream Soda\n",
      "TRAGIC BRK\n",
      "Lato\n",
      "Georgia\n",
      "Trebuchet MS\n",
      "Tinos\n",
      "Lucid Type B Outline BRK\n",
      "Almendra SC\n",
      "Poller One\n",
      "Rationale\n",
      "Turmoil BRK\n",
      "Sevillana\n",
      "Revalia\n",
      "Spongy\n",
      "Arial\n",
      "wasy10\n",
      "Exo 2\n",
      "Noticia Text\n",
      "Tinos\n",
      "Nanosecond Thick BRK\n",
      "Ovo\n",
      "Salsa\n",
      "Exo\n",
      "Luxi Serif\n",
      "Noto Sans Thai\n",
      "Tribun ADF Med Cd Std\n",
      "Nunito\n",
      "Purisa\n",
      "Maiden Orange\n",
      "Molle\n",
      "Razor Keen\n",
      "Lato\n",
      "Rosarivo\n",
      "Nosifer\n",
      "Overlock\n",
      "OpenSymbol\n",
      "Rouge Script\n",
      "The Girl Next Door\n",
      "Andada SC\n",
      "Georgia\n",
      "Amatic SC\n",
      "Open Sans Hebrew\n",
      "Hind Vadodara\n",
      "Relapse BRK\n",
      "Ek Mukta\n",
      "Stupefaction\n",
      "Gyneric 3D BRK\n",
      "Nova Slim\n",
      "Noto Sans Malayalam\n",
      "Yanone Kaffeesatz\n",
      "Rounded Mplus 1c\n",
      "Zodillinstrisstirust\n",
      "Montez\n",
      "Fira Sans\n",
      "OCRABold\n",
      "Oswald\n",
      "Kimberley\n",
      "Zekton\n",
      "Brigadoom Wide BRK\n",
      "Wire One\n",
      "Faustina\n",
      "BPG Sans Regular GPL&GNU\n",
      "Effloresce\n",
      "Pindown BRK\n",
      "Londrina Shadow\n",
      "Life Savers\n",
      "Arimo\n",
      "GoudyBookletter1911Italic\n",
      "Tenali Ramakrishna\n",
      "Alianna\n",
      "Noto Serif Lao\n",
      "Diplomata SC\n",
      "Pindown Plain BRK\n",
      "Laksaman\n",
      "Andada\n",
      "Revert BRK\n",
      "Lowdown BRK\n",
      "Birdland Aeroplane\n",
      "Open Sans Hebrew Condensed\n",
      "Lato\n",
      "BenchNine\n",
      "Post No Bills Colombo SemiBold\n",
      "Averia Libre\n",
      "Orbitron\n",
      "Fugaz One\n",
      "Saira\n",
      "BPG Sans GPL&GNU\n",
      "Post No Bills Colombo ExtraBold\n",
      "Syncopate\n",
      "Mukta\n",
      "Quando\n",
      "Lao Muang Khong\n",
      "Got No Heart\n",
      "Geo\n",
      "Overlock\n",
      "Unexplored Galaxies WO BRK\n",
      "techno overload BRK\n",
      "Liberation Serif\n",
      "Embossing Tape 3 BRK\n",
      "Jargon BRK\n",
      "Montserrat Alternates\n",
      "Mukta\n",
      "Eye Rhyme\n",
      "DejaVu Serif\n",
      "Penguin Attack\n",
      "MgOpen Modata\n",
      "Effloresce\n",
      "KacstQurn\n",
      "DroidSerifThai\n",
      "Yellow Pills\n",
      "Mekanus ADF Std\n",
      "Liberation Serif\n",
      "Thiamine\n",
      "MgOpen Canonica\n",
      "Bit Blocks TTF BRK\n",
      "Fira Mono\n",
      "Port Credit\n",
      "Catamaran\n",
      "Reason Shadow BRK\n",
      "Alegreya SC\n",
      "Serto Jerusalem\n",
      "Kantumruy Regular\n",
      "Unsteady Oversteer\n",
      "Cormorant SC\n",
      "Your Complex I BRK\n",
      "Signika Negative\n",
      "Righteous\n",
      "Fully Completely BRK\n",
      "Compliant Confuse 1o BRK\n",
      "Joy Circuit\n",
      "Nobile\n",
      "Dekko\n",
      "Muli\n",
      "Sanchez\n",
      "Halant\n",
      "Bahiana\n",
      "Norasi\n",
      "Maven Pro\n",
      "Overpass\n",
      "MgOpen Canonica\n",
      "SeoulNamsan CM\n",
      "Walter Turncoat\n",
      "Hind Jalandhar\n",
      "Esteban\n",
      "Hind Madurai\n",
      "Cormorant SC\n",
      "Nunito\n",
      "Rustproof Body\n",
      "Fira Sans Extra Condensed\n",
      "Underdog\n",
      "QSwitch Ax\n",
      "Noto Sans Lao UI\n",
      "BPG DejaVu Sans 2011 GNU-GPL\n",
      "Monofonto\n",
      "Gillius ADF Cd\n",
      "Encode Sans Semi Condensed\n",
      "Arnprior\n",
      "Merriweather Sans\n",
      "Noto Kufi Arabic\n",
      "Galdeano\n",
      "Hind Siliguri\n",
      "Dosis\n",
      "Montserrat\n",
      "SeoulNamsan CL\n",
      "Lato\n",
      "Abecedario_pautada\n",
      "Encode Sans Expanded\n",
      "Nanum Pen\n",
      "Tiresias Signfont\n",
      "BABEL Unicode\n",
      "Unanimous BRK\n",
      "Sansation\n",
      "Montserrat Alternates\n",
      "Visitor TT1 BRK\n",
      "Faustina\n",
      "Noto Sans Kannada\n",
      "Encode Sans Semi Condensed\n",
      "Hind Siliguri\n",
      "Overpass\n",
      "Open Sans\n",
      "Kinnari\n",
      "Sonsie One\n",
      "Tiresias PCfont Z\n",
      "Dustismo\n",
      "Chemical Reaction B BRK\n",
      "Noto Sans Telugu\n",
      "Sahitya\n",
      "Tiresias Infofont\n",
      "Sacramento\n",
      "Gentium Book Basic\n",
      "Averia Serif Libre\n",
      "Pirata One\n",
      "Caslon\n",
      "msam10\n",
      "Bangwool\n",
      "Fira Sans Extra Condensed\n",
      "Norasi\n",
      "Noto Serif Telugu\n",
      "Saira\n",
      "IM FELL Great Primer\n",
      "Khand ExtraLight\n",
      "Cleaved TTR BRK\n",
      "STIXNonUnicode\n",
      "Astloch\n",
      "Hind Madurai\n",
      "Rambla\n",
      "Hind Kochi\n",
      "Sansita\n",
      "Open Sans\n",
      "Sail\n",
      "BABEL Unicode\n",
      "Zekton\n",
      "Artifika\n",
      "Share\n",
      "Raleway\n",
      "Baloo Da\n",
      "Goudy Bookletter 1911\n",
      "Bandwidth Bandless BRK\n",
      "jsMath-cmss10\n",
      "Alegreya\n",
      "FreeSans\n",
      "Kaliber Round BRK\n",
      "Overpass\n",
      "Buenard\n",
      "Tiresias Signfont Z\n",
      "Work Sans\n",
      "Comic Sans MS\n",
      "Encode Sans Semi Expanded\n",
      "Yantramanav\n",
      "Alef\n",
      "Yytrium Dioxide\n",
      "Ellhnikh\n",
      "MgOpen Moderna\n",
      "Exo 2\n",
      "Credit River\n",
      "Abyssinica SIL\n",
      "Laila\n",
      "Arbutus Slab\n",
      "Risque\n",
      "Fira Sans\n",
      "Serto Urhoy\n",
      "Montserrat\n",
      "Roboto Mono\n",
      "Erica One\n",
      "Biohazard Participants\n",
      "Quattrocento Sans\n",
      "Josefin Sans\n",
      "Alegreya Sans\n",
      "Cretan\n",
      "genotype S BRK\n",
      "Hand Me Down S BRK\n",
      "Cedarville Cursive\n",
      "Metal\n",
      "Montserrat\n",
      "Unkempt\n",
      "Stoke\n",
      "Obstacle Lines BRK\n",
      "Averia Serif Libre\n",
      "Lilliput Steps\n",
      "Radios in Motion\n",
      "Share\n",
      "Forum\n",
      "Angostura\n",
      "Gesture Slant BRK\n",
      "Verdana\n",
      "Radley\n",
      "Neuton\n",
      "Mouse Memoirs\n",
      "Wake & Bake\n",
      "Sarabun\n",
      "Scada\n",
      "Laksaman\n",
      "Droid Arabic Kufi\n",
      "Earwig Factory\n",
      "Encode Sans Semi Condensed\n",
      "Fira Sans\n",
      "Edit Undo Line BRK\n",
      "Orange Kid\n",
      "Muli\n",
      "Merriweather Sans\n",
      "Fira Sans\n",
      "Colourbars\n",
      "Luxi Serif\n",
      "Nova Round\n",
      "Wild Sewerage\n",
      "Phorfeit Slant BRK\n",
      "Entangled BRK\n",
      "Lesser Concern\n",
      "Comic Sans MS\n",
      "Chivo\n",
      "Gillius ADF\n",
      "Raleway\n",
      "Rubik\n",
      "Signika\n",
      "Charis SIL\n",
      "Skranji\n",
      "Trochut\n",
      "Copse\n",
      "Yearend BRK\n",
      "Noto Serif Thai\n",
      "DejaVu Sans\n",
      "STIXSizeFiveSym\n",
      "Radley\n",
      "Nunito Sans\n",
      "Tlwg Typist\n",
      "Noto Serif Armenian\n",
      "cwTeXYen\n",
      "Cinzel\n",
      "AtariSmallCondensed\n",
      "Lato\n",
      "Quattrocento Sans\n",
      "Noto Serif Lao\n",
      "Sawasdee\n",
      "Oxygen\n",
      "Highway to Heck\n",
      "Xipital BRK\n",
      "Caveat\n",
      "Abhaya Libre\n",
      "Josefin Sans\n",
      "Overpass Mono\n",
      "Airmole Shaded\n",
      "Cantarell\n",
      "Gyneric BRK\n",
      "Oxygen\n",
      "Switzera ADF Bold\n",
      "Hello Larry\n",
      "jsMath-cmti10\n",
      "Ponnala\n",
      "Arvo\n",
      "API  PHON?TIQUE\n",
      "Tetricide BRK\n",
      "Passero One\n",
      "Liberation Mono\n",
      "Hind Kochi\n",
      "JejuGothic\n",
      "Henny Penny\n",
      "Josefin Slab\n",
      "Aroania\n",
      "Saira SemiCondensed\n",
      "Alegreya SC\n",
      "Voces\n",
      "Aspartame BRK\n",
      "Montserrat Alternates\n",
      "Vademecum\n",
      "Source Sans Pro\n",
      "Elsie Swash Caps\n",
      "Bullpen\n",
      "Averia Libre\n",
      "Baveuse 3D\n",
      "FreeSerif\n",
      "Entangled Layer B BRK\n",
      "Metamorphous\n",
      "Jeopardize Thick BRK\n",
      "Elegante\n",
      "Hanalei Fill\n",
      "BPG DedaEna Block GPL&GNU\n",
      "KacstOne\n",
      "Binary CHR BRK\n",
      "Laksaman\n",
      "Linux Biolinum Keyboard O\n",
      "Allerta\n",
      "French Participants\n",
      "Changa One\n",
      "Original Surfer\n",
      "Pindown X Plain BRK\n",
      "Setback TT BRK\n",
      "Tlwg Typo\n",
      "Romande ADF Style Std\n",
      "Roboto Mono\n",
      "Faustina\n",
      "Courier New\n",
      "Hind\n",
      "Pseudo BRK\n",
      "Kaushan Script\n",
      "Alegreya SC\n",
      "Encode Sans Semi Condensed\n",
      "Bocuma Angle BRK\n",
      "Grapple BRK\n",
      "Inknut Antiqua\n",
      "Alegreya Sans\n",
      "Janken BRK\n",
      "Raleway\n",
      "Binary 01s BRK\n",
      "Stasmic\n",
      "Fira Sans\n",
      "API  PHON?TIQUE\n",
      "STIXGeneral\n",
      "Source Sans Pro\n",
      "NTR\n",
      "Berenis ADF\n",
      "Digital Numbers\n",
      "STIXIntegralsUpD\n",
      "Asea\n",
      "DejaVu Sans\n",
      "Hind Madurai\n",
      "Belgrano\n",
      "Mukta Malar\n",
      "Manuale\n",
      "Muli\n",
      "Raleway\n",
      "Montserrat Alternates\n",
      "Blue Highway\n",
      "Waree\n",
      "Bubbler One\n",
      "Mountains of Christmas\n",
      "Cherry Swash\n",
      "Vipnagorgialla\n",
      "jsMath-rsfs10\n",
      "Carme\n",
      "Rehearsal Offset BRK\n",
      "Quarterly Thick BRK\n",
      "Karma\n",
      "Sawarabi Gothic\n",
      "IM FELL English SC\n",
      "Nunito\n",
      "Ubuntu Mono\n",
      "Underscore BRK\n",
      "Hind Vadodara\n",
      "Arial Black\n",
      "Exo 2\n",
      "Covered By Your Grace\n",
      "Vertigo Upright BRK\n",
      "Quinquefoliolate\n",
      "Fontdiner Swanky\n",
      "esint10\n",
      "Shadows Into Light Two\n",
      "Caveat\n",
      "Expletus Sans\n",
      "Ruda\n",
      "Alegreya Sans SC\n",
      "Yantramanav\n",
      "Rokkitt\n",
      "DB Layer 1 BRK\n",
      "Noto Sans Oriya UI\n",
      "Hind Kochi\n",
      "Courier New\n",
      "Ek Mukta\n",
      "Corpulent Caps BRK\n",
      "Federo\n",
      "Forcible BRK\n",
      "SeoulHangang\n",
      "Galvanize BRK\n",
      "Sedan SC\n",
      "Cabin Condensed\n",
      "Averia Serif Libre\n",
      "Sree Krushnadevaraya\n",
      "Teko\n",
      "Anglepoise Lampshade\n",
      "Noticia Text\n",
      "Tribun ADF Med Std\n",
      "Jawbreaker Hard BRK\n",
      "Titillium Web\n",
      "Berylium\n",
      "jsMath-eufb10\n",
      "Fredoka One\n",
      "Gentium\n",
      "Raleway\n",
      "Crystal Radio Kit\n",
      "Marck Script\n",
      "Univox\n",
      "jsMath-eufm10\n",
      "STIXSizeThreeSym\n",
      "DejaVu Sans Mono\n",
      "Alfios\n",
      "Droid Sans Ethiopic\n",
      "Source Code Pro\n",
      "Dosis\n",
      "Indie Flower\n",
      "Poppins\n",
      "Jacques Francois\n",
      "Warnes\n",
      "Archivo\n",
      "Liberation Sans Narrow\n",
      "DejaVu Serif\n",
      "Signika\n",
      "Binary BRK\n",
      "Unexplored Galaxies W BRK\n",
      "Budmo Jiggler\n",
      "Nova Script\n",
      "Caudex\n",
      "Phetsarath\n",
      "PoetsenOne\n",
      "jsMath-lasy10\n",
      "Fira Sans\n",
      "Fira Sans\n",
      "Noto Sans UI\n",
      "Exo\n",
      "Adobe Blank\n",
      "Poke\n",
      "Switzera ADF Cd\n",
      "Jim Nightshade\n",
      "Inconsolata\n",
      "GoudyBookletter1911Bold\n",
      "Crackdown R BRK\n",
      "NanumMyeongjo\n",
      "Noto Naskh Arabic\n",
      "Mini Kaliber S TT BRK\n",
      "Tribun ADF Med Std\n",
      "Ruda\n",
      "Romanesco\n",
      "Nucleus BRK\n",
      "Overlock\n",
      "Tork\n",
      "Golden Girdle\n",
      "Pragati Narrow\n",
      "Chivo\n",
      "Josefin Slab\n",
      "Encode Sans Semi Expanded\n",
      "Cormorant Infant\n",
      "Josefin Slab\n",
      "Merriweather Sans\n",
      "Nunito Sans\n",
      "Quarterly Thin BRK\n",
      "Universalis ADF Cd Std\n",
      "Estrangelo Edessa\n",
      "Muli\n",
      "Berenis ADF No2\n",
      "CyproMinoan\n",
      "Libris ADF Std\n",
      "Chicken Wire Lady\n",
      "Squealer\n",
      "okolaks_g\n",
      "cwTeXFangSong\n",
      "Moronic Misfire BRK\n",
      "Battambang\n",
      "Oldania ADF Std\n",
      "Switzera ADF Light\n",
      "Welfare Brat\n",
      "Mukta Malar\n",
      "Acknowledge TT BRK\n",
      "Pricedown\n",
      "Yielding BRK\n",
      "Sanchez\n",
      "Cormorant Infant\n",
      "Noto Sans\n",
      "Xhume BRK\n",
      "Knewave\n",
      "Redacted Script\n",
      "Paytone One\n",
      "Lato\n",
      "Umpush\n",
      "Monsieur La Doulaise\n",
      "Karma\n",
      "Roboto Mono\n",
      "Scada\n",
      "Rozha One\n",
      "Lobster Two\n",
      "Junicode\n",
      "Mukta Vaani\n",
      "Palanquin\n",
      "Musica\n",
      "Dhurjati\n",
      "Coda\n",
      "Irianis ADF Style Std\n",
      "Tillana\n",
      "MgOpen Cosmetica\n",
      "Fira Sans\n",
      "SeoulNamsan CEB\n",
      "Open Sans Hebrew Condensed\n",
      "Hand Me Down O BRK\n",
      "Lora\n",
      "Nunito Sans\n",
      "Noto Serif Tamil\n",
      "Signika Negative\n",
      "WhiteLake\n",
      "Credit Valley\n",
      "Catamaran\n",
      "Podkova\n",
      "Umpush\n",
      "Mobilize BRK\n",
      "Lunaurora\n",
      "Failed Attempt\n",
      "Nobile\n",
      "Elsewhere BRK\n",
      "Serto Malankara\n",
      "Titillium Web\n",
      "Estrangelo Antioch\n",
      "Noto Serif\n",
      "Jura\n",
      "Trochut\n",
      "Sue Ellen Francisco \n",
      "Wargames\n",
      "AtariSmallBold\n",
      "Roboto Mono\n",
      "Post No Bills Colombo\n",
      "It Lives In The Swamp BRK\n",
      "Berylium\n",
      "IM FELL DW Pica\n",
      "PT Serif Caption\n",
      "Noto Naskh Arabic UI\n",
      "OCRA\n",
      "La Belle Aurore\n",
      "Play\n",
      "Stalemate\n",
      "Baskervald ADF Std\n",
      "Norasi\n",
      "Almendra\n",
      "Exo\n",
      "Impact\n",
      "Michroma\n",
      "Kanit\n",
      "BetecknaLowerCase\n",
      "Playfair Display\n",
      "Binary X CHR BRK\n",
      "PT Sans\n",
      "Hind Colombo\n",
      "STIXSizeFourSym\n",
      "MgOpen Cosmetica\n",
      "Yellowtail\n",
      "Krona One\n",
      "Yesteryear\n",
      "Garuda\n",
      "Bumped BRK\n",
      "Kenyan Coffee\n",
      "Mate\n",
      "Saira ExtraCondensed\n",
      "Advent Pro\n",
      "Cormorant Unicase\n",
      "Romande ADF Std\n",
      "Oswald\n",
      "STIX\n",
      "Fjalla One\n",
      "Shanti\n",
      "Soul Papa\n",
      "Trochut\n",
      "Raleway\n",
      "Katalyst active BRK\n",
      "Off Kilter R BRK\n",
      "Sui Generis\n",
      "TrapperJohn\n",
      "Bend 2 Squares OL2 BRK\n",
      "Mplus 1p\n",
      "Thabit\n",
      "Yantramanav\n",
      "Maya\n",
      "Dented BRK\n",
      "Underwhelmed BRK\n",
      "Nova Flat\n",
      "Biryani\n",
      "Marvel\n",
      "Dhyana\n",
      "Hind Jalandhar\n",
      "NanumBarunGothic\n",
      "Linux Biolinum O\n",
      "Pragati Narrow\n",
      "Yeseva One\n",
      "Radio Stars\n",
      "Vesper Libre\n",
      "Switzera ADF Ex\n",
      "Exo\n",
      "Open Sans Hebrew Condensed\n",
      "Ubuntu\n",
      "Ubuntu Mono\n",
      "Kanit\n",
      "Amalgamate O BRK\n",
      "Alegreya Sans SC\n",
      "Calligraffitti\n",
      "Puritan\n",
      "Bleak Segments BRK\n",
      "Minisystem\n",
      "Ek Mukta\n",
      "Zirconia Cubic BRK\n",
      "Linux Libertine Mono O\n",
      "Unna\n",
      "Economica\n",
      "Gudea\n",
      "Mystery Quest\n",
      "Battambang\n",
      "Pyrite\n",
      "Cretino\n",
      "Stint Ultra Condensed\n",
      "Scheherazade\n",
      "Arthritis BRK\n",
      "Khmer OS System\n",
      "Hind\n",
      "Hind Guntur\n",
      "Alegreya Sans SC\n",
      "Balcony Angels\n",
      "Electorate Boogie\n",
      "Martel\n",
      "ParaAminobenzoic\n",
      "Oleo Script Swash Caps\n",
      "Arizonia\n",
      "Montserrat\n",
      "Noto Serif\n",
      "Dangrek\n",
      "Alfa Slab One\n",
      "Fira Sans\n",
      "Caslon\n",
      "OFL Sorts Mill Goudy TT\n",
      "Rounded Mplus 1c\n",
      "Caudex\n",
      "Weathered Solid BRK\n",
      "Archivo\n",
      "Eczar\n",
      "Arsenal\n",
      "Raleway\n",
      "Ribeye\n",
      "Romande ADF Style Std\n",
      "Gentium\n",
      "Fira Sans Extra Condensed\n",
      "Slender Stubby BRK\n",
      "Gillius ADF No2 Cd\n",
      "STIX Math\n",
      "Sofachrome\n",
      "Ikarius ADF No2 Std\n",
      "Open Sans Hebrew\n",
      "Berylium\n",
      "Passion\n",
      "Muli\n",
      "Strong\n",
      "Goose Bumps BRK\n",
      "BPG Nateli GPL&GNU\n",
      "Switzera ADF Ex\n",
      "Tibetan Machine Uni\n",
      "Universalis ADF Cd Std\n",
      "Mukta Vaani\n",
      "New Rocker\n",
      "Akkadian\n",
      "Wager Won BRK\n",
      "Karla Tamil Upright\n",
      "Tlwg Typewriter\n",
      "Monkey Phonics BRK\n",
      "Donegal One\n",
      "Verana\n",
      "Engebrechtre Expanded\n",
      "Kurvature BRK\n",
      "Switzera ADF Cd\n",
      "Itim\n",
      "Vahika\n",
      "Electorate Blue\n",
      "Effloresce\n",
      "Amalgamate BRK\n",
      "Euphoria Script\n",
      "Rina\n",
      "Gorditas\n",
      "Encode Sans Expanded\n",
      "Angkor\n",
      "STIXIntegralsUp\n",
      "Tlwg Typist\n",
      "GFS Neohellenic\n",
      "Bubblegum Sans\n",
      "Noto Sans Thaana\n",
      "IM FELL Great Primer\n",
      "Gardiner\n",
      "Fira Sans Condensed\n",
      "Zero Velocity BRK\n",
      "Port Lligat Slab\n",
      "Map Of You\n",
      "Paprika\n",
      "Fira Mono\n",
      "Gravitate BRK\n",
      "Karla\n",
      "Nunito\n",
      "Patua One\n",
      "Exaggerate BRK\n",
      "SeoulNamsan\n",
      "stmary10\n",
      "Accanthis ADF Std\n",
      "Muli\n",
      "Lohit Bengali\n",
      "Switzera ADF\n",
      "Quercus\n",
      "Peralta\n",
      "Noto Sans Armenian\n",
      "Embargo\n",
      "EMERITA Latina\n",
      "Walshes Outline\n",
      "Carrois Gothic\n",
      "jsMath-cmsy10\n",
      "Lato\n",
      "Martel Sans\n",
      "Liberation Sans\n",
      "Sumana\n",
      "Mplus 1p\n",
      "Cabin\n",
      "Gudea\n",
      "Ubuntu Condensed\n",
      "Mukta Malar\n",
      "Francois One\n",
      "Rubik\n",
      "BPG Elite GPL&GNU\n",
      "Blue Highway Condensed\n",
      "Vibur\n",
      "Raleway\n",
      "IPA  PHONETICS\n",
      "Extraction BRK\n",
      "Sansation Light\n",
      "Mister Firley\n",
      "Lateef\n",
      "Expletus Sans\n",
      "Jura\n",
      "Simpleton BRK\n",
      "Passion One\n",
      "BetecknaLowerCase\n",
      "Accanthis ADF Std No2\n",
      "Street Cred\n",
      "Courier New\n",
      "Tribun ADF Med Cd Std\n",
      "Creepster\n",
      "Noto Naskh Arabic\n",
      "Volkhov\n",
      "Butcherman\n",
      "Rubik\n",
      "Dosis\n",
      "Tlwg Typewriter\n",
      "Estrangelo Quenneshrin\n",
      "DejaVu Sans\n",
      "Universalis ADF Std\n",
      "Exo\n",
      "Slender Wide BRK\n",
      "Dinah\n",
      "Droid Sans Japanese\n",
      "Radiation Participants\n",
      "Fira Sans Condensed\n",
      "Umpush\n",
      "Credit Valley\n",
      "Times New Roman\n",
      "League Script\n",
      "Caesar Dressing\n",
      "Nanosecond Thin BRK\n",
      "Verdana\n",
      "Plain Cred 1978\n",
      "Antonio\n",
      "Hind Mysuru\n",
      "FreeSerif\n",
      "Lobster Two\n",
      "Noto Serif Gujarati\n",
      "Astloch\n",
      "Delius\n",
      "Cormorant Garamond\n",
      "Kanit\n",
      "Chinese Rocks\n",
      "Times New Roman\n",
      "Exo\n",
      "?nigma Scrawl 4 BRK\n",
      "Die Nasty\n",
      "Prime Minister of Canada\n",
      "Croissant One\n",
      "Sideways BRK\n",
      "Tiresias Signfont Z\n",
      "Lustria\n",
      "Lobster Two\n",
      "Collective RS BRK\n",
      "Switzera ADF\n",
      "Pulse State\n",
      "Encode Sans\n",
      "It wasn't me\n",
      "Accanthis ADF Std No2\n",
      "Berenis ADF Cd\n",
      "DirtyBakersDozen\n",
      "Jacques Francois Shadow\n",
      "Petrona\n",
      "Linux Biolinum O\n",
      "American Participants\n",
      "Felipa\n",
      "Jawbreaker BRK\n",
      "DejaVu Serif\n",
      "Bruno Ace\n",
      "PT Sans\n",
      "Exo\n",
      "Konector O1 BRK\n",
      "Rhodium Libre\n",
      "Khmer OS\n",
      "Sitara\n",
      "Kanit\n",
      "Miltonian\n",
      "Nova Square\n",
      "Mina\n",
      "Fjord\n",
      "Cantarell\n",
      "Underscore 2 BRK\n",
      "Port Credit\n",
      "Tuffy\n",
      "Quantum Flat BRK\n",
      "Expletus Sans\n",
      "Queasy Outline BRK\n",
      "Engagement\n",
      "Superglue\n",
      "Sura\n",
      "Mekanus ADF Std\n",
      "Bitter\n",
      "Vollkorn\n",
      "Fira Sans Condensed\n",
      "UrUrMa\n",
      "Tork\n",
      "Elegante\n",
      "ABeeZee\n",
      "Saira\n",
      "Candy Stripe BRK\n",
      "Gemunu Libre\n",
      "Faustina\n",
      "Crafty Girls\n",
      "Post No Bills Jaffna Medium\n",
      "Manchu\n",
      "Moul\n",
      "Montserrat Alternates\n",
      "Simonetta\n",
      "Crimson Text\n",
      "Kanit\n",
      "Gillius ADF Cd\n",
      "Foreshadow OL BRK\n",
      "STIXNonUnicode\n",
      "Quercus\n",
      "Noto Sans Armenian\n",
      "Rambling BRK\n",
      "Sarpanch\n",
      "Rounded Mplus 1c\n",
      "Arial\n",
      "Norasi\n",
      "Mukta Vaani\n",
      "GFS Neohellenic\n",
      "Contrail One\n",
      "Charles in Charge\n",
      "Alegreya Sans SC\n",
      "Courier New\n",
      "Trebuchet MS\n",
      "Corpulent Caps Shadow BRK\n",
      "Dosis\n",
      "Tinos\n",
      "MgOpen Modata\n",
      "Tobin Tax\n",
      "Noto Serif Bengali\n",
      "Asap Condensed\n",
      "First Blind\n",
      "Sniglet\n",
      "Cormorant Infant\n",
      "Asap\n",
      "Monda\n",
      "Skull Capz BRK\n",
      "PT Serif\n",
      "Switzera ADF\n",
      "Symbola\n",
      "Goudy Bookletter 1911\n",
      "Roboto Condensed\n",
      "Crackdown O2 BRK\n",
      "Fira Sans\n",
      "Minya Nouvelle\n",
      "Biryani\n",
      "ABeeZee\n",
      "8-bit Limit R BRK\n",
      "Accanthis ADF Std No2\n",
      "Cinzel Decorative\n",
      "Times New Roman\n",
      "Cormorant\n",
      "Capacitor\n",
      "Antic Slab\n",
      "Anton\n",
      "Kanit\n",
      "Exo 2\n",
      "Nokora Regular\n",
      "Catamaran\n",
      "Ecliptic BRK\n",
      "Kranky\n",
      "Tearful BRK\n",
      "Grand Hotel\n",
      "Archivo Narrow\n",
      "Zekton\n",
      "? Systematic TT BRK\n",
      "Palanquin\n",
      "Tork\n",
      "Obstacle BRK\n",
      "Oregano\n",
      "Cuprum\n",
      "Rokkitt\n",
      "Macropsia BRK\n",
      "Flamenco\n",
      "Liberation Mono\n",
      "Pop Up Fontio\n",
      "Ubuntu Mono\n",
      "Griffy\n",
      "Automatica BRK\n",
      "Tlwg Mono\n",
      "Merriweather Sans\n",
      "Rounded Mplus 1c\n",
      "Verdana\n",
      "Encode Sans\n",
      "Nunito\n",
      "Beat My Guest\n",
      "Yantramanav\n",
      "Ravaged By Years BRK\n",
      "Mina\n",
      "Pontano Sans\n",
      "Noto Sans Telugu UI\n",
      "Compliant Confuse 2o BRK\n",
      "Gentium Book Basic\n",
      "Amethysta\n",
      "Crete Round\n",
      "Oleo Script\n",
      "Jingopop\n",
      "Switzera ADF Light Cd\n",
      "Konector BRK\n",
      "Butterfly Kids\n",
      "Bonbon\n",
      "Slender BRK\n",
      "Berenis ADF No2\n",
      "Dustismo Roman\n",
      "Titillium Web\n",
      "Lobster Two\n",
      "Poly\n",
      "Ikarius ADF Std\n",
      "PT Serif\n",
      "UnifrakturMaguntia\n",
      "Doppio One\n",
      "Marcellus\n",
      "Noto Sans Kannada UI\n",
      "BPG Mrgvlovani GPL&GNU\n",
      "Roboto Mono\n",
      "Droid Sans Thai\n",
      "Goose Bumps II BRK\n",
      "Iomanoid\n",
      "Unna\n",
      "Six Caps\n",
      "Roboto\n",
      "Saira Condensed\n",
      "Larkspur BRK\n",
      "Luxi Serif\n",
      "Courier New\n",
      "Hyperion Sunset BRK\n",
      "Brigadoom BRK\n",
      "Stardos Stencil\n",
      "Parisienne\n",
      "Coustard\n",
      "Airmole Stripe\n",
      "Withstand BRK\n",
      "Kalam\n",
      "Galapogos BRK\n",
      "Irianis ADF Style Std\n",
      "Blue Highway D Type\n",
      "Tinos\n",
      "Dosis\n",
      "18 Holes BRK\n",
      "Playfair Display\n",
      "MarVoSym\n",
      "YonderRecoil\n",
      "Butcherman Caps\n",
      "Noto Sans Myanmar UI\n",
      "Blue Highway\n",
      "Alegreya Sans\n",
      "Noto Sans Lao UI\n",
      "Gesture Thin Slant BRK\n",
      "Sunshiney\n",
      "STIXVariants\n",
      "Technique BRK\n",
      "Arsenal\n",
      "Overpass\n",
      "HeadlandOne\n",
      "Bhavuka\n",
      "jsMath-msam10\n",
      "Cookie\n",
      "Orbicular BRK\n",
      "Zrnic\n",
      "Jura\n",
      "Crackdown O1 BRK\n",
      "Forgotten Futurist\n",
      "Lyneous BRK\n",
      "Rosario\n",
      "Antonio\n",
      "Ataxia BRK\n",
      "Boogaloo\n",
      "Waree\n",
      "Montserrat\n",
      "Montaga\n",
      "Encode Sans\n",
      "Noto Sans Oriya\n",
      "Meie Script\n",
      "Trebuchet MS\n",
      "Gunplay 3D\n",
      "Estrangelo Talada\n",
      "Jomolhari\n",
      "Impossibilium BRK\n",
      "Conduit BRK\n",
      "Kirsty\n",
      "Shifty Chica\n",
      "Enthuse BRK\n",
      "Abberancy\n",
      "waver BRK\n",
      "Montserrat Alternates\n",
      "Stranded BRK\n",
      "Old Standard TT\n",
      "Spacious Outline BRK\n",
      "Roboto\n",
      "Cormorant Infant\n",
      "Share\n",
      "Sansita\n",
      "Milonga\n",
      "KacstDigital\n",
      "Lohit Devanagari\n",
      "Quill Experimental O BRK\n",
      "Universalis ADF Cd Std\n",
      "Poppins\n",
      "Josefin Sans\n",
      "Nothing You Could Do\n",
      "Courier New\n",
      "Dosis\n",
      "Engadget\n",
      "Marquee Moon\n",
      "Exo\n",
      "Berenis ADF Cd\n",
      "Noto Sans Malayalam UI\n",
      "STIXGeneral\n",
      "Uncial Antiqua\n",
      "Teko\n",
      "Martel\n",
      "Saira Condensed\n",
      "Senior Service\n",
      "Nobile\n",
      "Open Sans Hebrew Condensed\n",
      "Operational Amplifier\n",
      "FreeMono\n",
      "Arimo\n",
      "Jawbreaker OL1 BRK\n",
      "Fira Sans Extra Condensed\n",
      "Yawnovision\n",
      "IcicleCountry\n",
      "Arimo\n",
      "Josefin Sans\n",
      "Vibrocentric\n",
      "Gudea\n",
      "Abecedario\n",
      "DB Layer 3 BRK\n",
      "Khand SemiBold\n",
      "Cabin Condensed\n",
      "Kinnari\n",
      "Embossing Tape 1 BRK\n",
      "Syncopate\n",
      "Blox BRK\n",
      "Inika\n",
      "Avdira\n",
      "Cormorant SC\n",
      "Fira Sans Extra Condensed\n",
      "Work Sans\n",
      "Charis SIL\n",
      "STIXIntegralsUpSm\n",
      "Rochester\n",
      "Teen\n",
      "Lewinsky\n",
      "Wayward Shadow BRK\n",
      "Nova Oval\n",
      "Gillius ADF No2\n",
      "Hind Mysuru\n",
      "LYNX BRK\n",
      "Encode Sans Expanded\n",
      "Asap\n",
      "Shadows Into Light\n",
      "Hamma Mamma Jamma\n",
      "Frijole\n",
      "Arial\n",
      "Comfortaa\n",
      "Balthazar\n",
      "FreeMono\n",
      "Loved by the King\n",
      "News Cycle\n",
      "Inknut Antiqua\n",
      "Liberation Sans\n",
      "Fredericka the Great\n",
      "Head-Ding Maker BRK\n",
      "Saira Condensed\n",
      "SeoulNamsan\n",
      "Ecolier_lignes_court\n",
      "Metal Lord\n",
      "Zoidal BRK\n",
      "DejaVu Sans\n",
      "Caudex\n",
      "BPG Algeti GPL&GNU\n",
      "Noto Sans Tamil UI\n",
      "Ellhnikh\n",
      "Eater\n",
      "Crimson Text\n",
      "Mob Concrete\n",
      "Universalis ADF Std\n",
      "Nymonak BRK\n",
      "Rufina\n",
      "Abhaya Libre SemiBold\n",
      "GWMonospace\n",
      "Verdana\n",
      "Sarcastic BRK\n",
      "Goodfish\n",
      "Alegreya Sans\n",
      "Yantramanav\n",
      "Podkova\n",
      "SeoulNamsan\n",
      "DkgHandwriting\n",
      "Titan One\n",
      "Regenerate BRK\n",
      "Letter Set C\n",
      "Averia Libre\n",
      "Vesper Libre\n",
      "Fira Sans\n",
      "Monoton\n",
      "TriacSeventyone\n",
      "Alegreya Sans SC\n",
      "Alegreya Sans\n",
      "Baskervald ADF Std\n",
      "Special Elite\n",
      "NanumGothic\n",
      "OpenLogos\n",
      "Ubuntu\n",
      "Sorts Mill Goudy\n",
      "Embossing Tape 2 BRK\n",
      "Electrolize\n",
      "Crimson Text\n",
      "PT Mono\n",
      "Passion One\n",
      "Ubuntu\n",
      "Essays1743\n",
      "Zero Twos\n",
      "DB Layer 4 BRK\n",
      "Montserrat\n",
      "Lao Sans Pro\n",
      "Perfect Dark BRK\n",
      "Exo 2\n",
      "Raleway\n",
      "Berenis ADF No2\n",
      "Fasthand\n",
      "Inknut Antiqua\n",
      "Scada\n",
      "Sarpanch\n",
      "Capriola\n",
      "Noto Sans Tibetan\n",
      "Nasal\n",
      "Analecta\n",
      "MedievalSharp\n",
      "Cormorant Upright\n",
      "Martel\n",
      "El Abogado Loco\n",
      "Numans\n",
      "Summersby\n",
      "Norasi\n",
      "Arapey\n",
      "Eczar\n",
      "Ubuntu\n",
      "Raleway\n",
      "Titillium Web\n",
      "DkgHandwriting\n",
      "Estrangelo TurAbdin\n",
      "Aksara Bali Galang\n",
      "BenchNine\n",
      "Lamebrain BRK\n",
      "Serto Jerusalem\n",
      "Arimo\n",
      "Source Sans Pro\n",
      "MgOpen Cosmetica\n",
      "Supra Genius Lines BRK\n",
      "Exo 2\n",
      "Ubuntu\n",
      "Courgette\n",
      "Noto Sans Tamil UI\n",
      "Fragile Bombers\n",
      "Kicking Limos\n",
      "Scritzy\n",
      "Inevitable BRK\n",
      "Vanished BRK\n",
      "Kenyan Coffee\n",
      "KoPub Batang\n",
      "Encode Sans Semi Expanded\n",
      "Dustismo\n",
      "Kameron\n",
      "Titillium Web\n",
      "Tiresias Signfont\n",
      "Saira SemiCondensed\n",
      "Andale Mono\n",
      "Dorsa\n",
      "Larabiefont\n",
      "Happy Monkey\n",
      "Puritan\n",
      "Droid Sans Tamil\n",
      "Lato\n",
      "Varta\n",
      "Quadratic BRK\n",
      "PT Sans Caption\n",
      "Noto Sans Devanagari UI\n",
      "GentiumAlt\n",
      "Styrofoam Feelings\n",
      "Norasi\n",
      "FreeSerif\n",
      "Junicode\n",
      "Tiresias Infofont\n",
      "Should've Known\n",
      "Exo 2\n",
      "Kaliber Solid BRK\n",
      "Biryani\n",
      "Cousine\n",
      "Judson\n",
      "Merriweather Sans\n",
      "Amaranth\n",
      "Sedan\n",
      "Droid Serif\n",
      "Linux Libertine O\n",
      "Jagged BRK\n",
      "Fascii BRK\n",
      "Fira Sans Condensed\n",
      "Kantumruy Regular\n",
      "Ellhnikh\n",
      "Martel\n",
      "Roboto\n",
      "Tuffy\n",
      "Lucid Type A BRK\n",
      "Saira Condensed\n",
      "Classic Trash 1 BRK\n",
      "Letter Set B\n",
      "Marvel\n",
      "Alfa-beta\n",
      "Montserrat\n",
      "Gyrose Shift BRK\n",
      "Nunito Sans\n",
      "Letter Set A\n",
      "Neuton\n",
      "Sitara\n",
      "Vidaloka \n",
      "Iceland\n",
      "Sarala\n",
      "NanumMyeongjo\n",
      "Compliant Confuse 3s BRK\n",
      "Zurklez Solid BRK\n",
      "Overpass\n",
      "Roboto Slab\n",
      "Grotesque BRK\n",
      "DejaVu Sans\n",
      "BPG Nateli Condenced GPL&GNU\n",
      "API  PHON?TIQUE\n",
      "Kenyan Coffee\n",
      "NAFTAlene\n",
      "Sumana\n",
      "Montserrat Alternates\n",
      "Handlee\n",
      "Planet Benson 2\n",
      "Qbicle 1 BRK\n",
      "World of Water\n",
      "Sitara\n",
      "Vanilla Whale\n",
      "Zephyrean Gust BRK\n",
      "Gyrussian\n",
      "Saira Condensed\n",
      "Roboto Slab\n",
      "Horsepower\n",
      "Fira Sans Condensed\n",
      "Linux Libertine O\n",
      "Saira SemiCondensed\n",
      "Raleway\n",
      "Deportees\n",
      "BPG Courier GPL&GNU\n",
      "Times New Roman\n",
      "Yanone Kaffeesatz\n",
      "jsMath-cmr10\n",
      "Open Sans Hebrew\n",
      "Chivo\n",
      "MgOpen Canonica\n",
      "Norican\n",
      "Gillius ADF No2\n",
      "Gaposis Outline BRK\n",
      "Exo 2\n",
      "Eczar\n",
      "NanumGothic\n",
      "Post No Bills Jaffna Light\n",
      "Estrangelo Nisibin Outline\n",
      "Noto Sans Myanmar UI\n",
      "Nunito\n",
      "Hind Madurai\n",
      "Content\n",
      "Coolvetica\n",
      "Noto Kufi Arabic\n",
      "PT Serif Caption\n",
      "Lucid Type B BRK\n",
      "Sansita\n",
      "Droid Arabic Naskh\n",
      "Gentium Basic\n",
      "Exo 2\n",
      "Georgia\n",
      "Lekton\n",
      "Loma\n",
      "Post No Bills Jaffna\n",
      "Tuffy\n",
      "Playfair Display SC\n",
      "Khula\n",
      "StayPuft\n",
      "Ubuntu\n",
      "Encode Sans Expanded\n",
      "Orienta\n",
      "Quacksalver BRK\n",
      "Arial Black\n",
      "Lily Script One\n",
      "Forgotten Futurist\n",
      "Cinzel Decorative\n",
      "Quattrocento\n",
      "Hillock BRK\n",
      "Prata\n",
      "Densmore\n",
      "East Syriac Ctesiphon\n",
      "Noto Sans Cham\n",
      "Gurajada\n",
      "KacstScreen\n",
      "Supermercado\n",
      "Alegreya\n",
      "Alegreya Sans SC\n",
      "Josefin Sans\n",
      "Verana\n",
      "STIXGeneral\n",
      "Kanit\n",
      "Gyrose BRK\n",
      "Miss Fajardose\n",
      "Petit Formal Script\n",
      "Steelfish\n",
      "Englebert\n",
      "Volatile 2 BRK\n",
      "Questrial\n",
      "Verana\n",
      "Bend 2 Squares OL1 BRK\n",
      "Neuton\n",
      "Candal\n",
      "Poly\n",
      "Cambay\n",
      "Mekanus ADF Std\n",
      "Noto Sans\n",
      "SeoulNamsan\n",
      "36 days ago Thick BRK\n",
      "Saira ExtraCondensed\n",
      "Alfios\n",
      "Inertia BRK\n",
      "Irianis ADF Std\n",
      "STIXSizeOneSym\n",
      "Merriweather\n",
      "Titillium Web\n",
      "Tribun ADF Med Cd Std\n",
      "Encode Sans Semi Condensed\n",
      "Hassle BRK\n",
      "Endless Showroom\n",
      "BPG Gorda GPL&GNU\n",
      "Lemon\n",
      "Pneumatics Wide BRK\n",
      "Neuton\n",
      "KacstBook\n",
      "Alegreya\n",
      "Work Sans\n",
      "Encode Sans Condensed\n",
      "Encode Sans Expanded\n",
      "Rubik\n",
      "Ubuntu\n",
      "jsMath-cmmi10\n",
      "Noto Serif Kannada\n",
      "CantoraOne\n",
      "Mishmash Fuse BRK\n",
      "Noto Serif Khmer\n",
      "Roboto Mono\n",
      "Noto Sans Khmer\n",
      "Source Sans Pro\n",
      "Open Sans\n",
      "Kirsty\n",
      "Kinkaid BRK\n",
      "Overlock\n",
      "Georgia\n",
      "Blue Highway Linocut\n",
      "Garuda\n",
      "Exo 2\n",
      "Montserrat Subrayada\n",
      "Mrs Sheppards\n",
      "DkgHandwriting\n",
      "Philosopher\n",
      "Quattrocento\n",
      "GWMonospace\n",
      "Battambang\n",
      "Fira Sans\n",
      "NovaMono\n",
      "Ink Swipes BRK\n",
      "GroovyGhosties\n",
      "Source Sans Pro\n",
      "Sarpanch\n",
      "Berenis ADF No2 Cd\n",
      "Montserrat Alternates\n",
      "Nunito Sans\n",
      "Linux Libertine O\n",
      "KacstNaskh\n",
      "DejaVu Serif\n",
      "Quercus\n",
      "Switzera ADF Ex\n",
      "Atomic Age\n",
      "Princess Sofia\n",
      "Xerox Malfunction BRK\n",
      "New Brilliant\n",
      "Jara\n",
      "Quantico\n",
      "Verana\n",
      "Dream Orphans\n",
      "Bentham\n",
      "Roboto\n",
      "Quicksand\n",
      "Forgotten Futurist Shadow\n",
      "Denk One\n",
      "Tlwg Mono\n",
      "Martel Sans\n",
      "Yaldevi Colombo Medium\n",
      "Yonder BRK\n",
      "Encapsulate BRK\n",
      "Emilys Candy\n",
      "Variance BRK\n",
      "Thabit\n",
      "Mate\n",
      "Quinoline\n",
      "Hind Siliguri\n",
      "Titillium Web\n",
      "OCRACondensed\n",
      "Palanquin Dark\n",
      "Sui Generis\n",
      "Open Sans Hebrew\n",
      "Sandoval\n",
      "Kanit\n",
      "Khand\n",
      "Corben\n",
      "Manuale\n",
      "Sarabun\n",
      "Combustion Wide BRK\n",
      "Scheherazade\n",
      "Fira Sans Extra Condensed\n",
      "Kirsty\n",
      "Sniglet\n",
      "Bend 2 Squares BRK\n",
      "Sintony\n",
      "IM FELL DW Pica SC\n",
      "Raleway\n",
      "Elsie Swash Caps\n",
      "Anatolian\n",
      "Ikarius ADF No2 Std\n",
      "Orbitron\n",
      "Serto Urhoy\n",
      "Ink Tank BRK\n",
      "Unifont Upper CSUR\n",
      "Fira Sans Extra Condensed\n",
      "Velvenda Megablack\n",
      "Saira ExtraCondensed\n",
      "Oxygen Mono\n",
      "Delius Swash Caps\n",
      "Noto Sans Malayalam\n",
      "Berenis ADF No2\n",
      "Almendra SC\n",
      "Asap\n",
      "Wintermute\n",
      "Khula\n",
      "Merienda\n",
      "Mplus 1p Bold\n",
      "Accanthis ADF Std\n",
      "Husky Stash\n",
      "Rubik\n",
      "Open Sans Hebrew Condensed\n",
      "Collective O BRK\n",
      "NanumGothicCoding\n",
      "Primer Print\n",
      "IM FELL Double Pica\n",
      "Spastic BRK\n",
      "Actor\n",
      "Rokkitt\n",
      "Quadaptor\n",
      "Open Sans Hebrew Condensed\n",
      "DejaVu Sans\n",
      "Yesterday BRK\n",
      "Nunito\n",
      "Asap Condensed\n",
      "Noto Sans Telugu UI\n",
      "GFS Neohellenic\n",
      "BetecknaLowerCase\n",
      "Ubuntu Mono\n",
      "Liberation Mono\n",
      "Vibrocentric\n",
      "Philosopher\n",
      "Brass Knuckle Star BRK\n",
      "Kreon\n",
      "Chemical Reaction A BRK\n",
      "Universalis ADF Std\n",
      "Hind Jalandhar\n",
      "Noto Sans Gurmukhi\n",
      "King Richard\n",
      "Armata\n",
      "Airmole\n",
      "ZeroHour\n",
      "Gentium Book Basic\n",
      "Your Complex BRK\n",
      "jsMath-bbold10\n",
      "Crapola\n",
      "Overlock\n",
      "Hind Colombo\n",
      "Konector Eerie BRK\n",
      "Engebrechtre Expanded\n",
      "Source Code Pro\n",
      "Upraise BRK\n",
      "Averia Sans Libre\n",
      "Sarabun\n",
      "Changa One\n",
      "Irianis ADF Std\n",
      "Kirsty\n",
      "Raleway\n",
      "Laila\n",
      "Noto Sans Gujarati\n",
      "Noto Sans Gujarati UI\n",
      "Quadratic Cal BRK\n",
      "Inknut Antiqua\n",
      "Julius Sans One\n",
      "Londrina Sketch\n",
      "OCRAItalic\n",
      "Quicksand\n",
      "Cormorant Infant\n",
      "Ranchers\n",
      "Arial\n",
      "Prosto One\n",
      "Freak Turbulence BRK\n",
      "Sofadi One\n",
      "Italianno\n",
      "Mr Dafoe\n",
      "Aegyptus\n",
      "Gunplay\n",
      "Sofachrome\n",
      "Bullpen 3D\n",
      "Oregano\n",
      "Loma\n",
      "Zirconia BRK\n",
      "Scalelines BRK\n",
      "Ramaraja\n",
      "Gemunu Libre Medium\n",
      "Dephunked BRK\n",
      "Open Sans Hebrew\n",
      "Kinnari\n",
      "Granular BRK\n",
      "jsMath-stmary10\n",
      "Atavyros\n",
      "Trykker\n",
      "Dream Orphans\n",
      "Arsenal\n",
      "Tillana\n",
      "Macondo Swash Caps\n",
      "Phetsarath OT\n",
      "Fadgod\n",
      "Nikukyu\n",
      "Crimson Text\n",
      "Fira Sans\n",
      "Palanquin\n",
      "Lato\n",
      "Hurontario\n",
      "Catamaran\n",
      "Verana Sans Demi\n",
      "Italiana\n",
      "Times New Roman\n",
      "GoudyBookletter1911Italic\n",
      "Goodfish\n",
      "Berylium\n",
      "Faustina\n",
      "Kanit\n",
      "Sybil Green\n",
      "Noto Sans Thaana\n",
      "Averia Sans Libre\n",
      "Teen\n",
      "Underwhelmed Outline BRK\n",
      "Chivo\n",
      "Encode Sans Semi Expanded\n",
      "Encode Sans Condensed\n",
      "IM FELL Double Pica\n",
      "Amiri\n",
      "STIXVariants\n",
      "Manuale\n",
      "Kurale\n",
      "Primer Print\n",
      "Trade Winds\n",
      "Codystar\n",
      "Allan\n",
      "STIXIntegralsUpD\n",
      "Lethargic BRK\n",
      "Allan\n",
      "Inika\n",
      "DejaVu Serif\n",
      "Share\n",
      "Tlwg Typo\n",
      "Titillium Web\n",
      "SirinStencil\n",
      "Eden Mills\n",
      "Bocuma BRK\n",
      "Cardo\n",
      "Averia Serif Libre\n",
      "Liberation Serif\n",
      "Cabin\n",
      "Gillius ADF\n",
      "Lora\n",
      "Delta Hey Max Nine\n",
      "Hanalei\n",
      "Cambay\n",
      "Rajdhani\n",
      "Dynalight\n",
      "Serto Kharput\n",
      "Revert Round BRK\n",
      "Amiri\n",
      "Tiresias Infofont Z\n",
      "Exo\n",
      "Chumbly BRK\n",
      "Muli\n",
      "Frozen Dog Treats\n",
      "Troll Bait\n",
      "Rokkitt\n",
      "Freehand\n",
      "Khula\n",
      "Cormorant Infant\n",
      "Amarante\n",
      "Syndrome BRK\n",
      "Poppins\n",
      "Life Savers\n",
      "Bruno Ace SC\n",
      "Registry BRK\n",
      "Diplomata\n",
      "Key Ridge alt BRK\n",
      "Didact Gothic\n",
      "Ubuntu\n",
      "SeoulHangang CL\n",
      "Noto Sans Gujarati\n",
      "Noto Sans Kannada UI\n",
      "Noto Sans Devanagari\n",
      "Cormorant Upright\n",
      "Yanone Kaffeesatz\n",
      "Oldania ADF Std\n",
      "Noticia Text\n",
      "Source Sans Pro\n",
      "Droid Sans Mono\n",
      "flatline\n",
      "Lancelot\n",
      "TharLon\n",
      "Katalyst inactive BRK\n",
      "Grudge BRK\n",
      "Cabin Sketch\n",
      "Exo 2\n",
      "Droid Sans\n",
      "Poiret One\n",
      "Lusitana\n",
      "Brawler\n",
      "FreeSans\n",
      "Amplitude BRK\n",
      "Anaktoria\n",
      "Kotta One\n",
      "Carter One\n",
      "Open Sans Hebrew\n",
      "Baltar\n",
      "Patrick Hand\n",
      "Exo\n",
      "Gillius ADF Cd\n",
      "Hairball BRK\n",
      "Graduate\n",
      "Droid Sans Thai\n",
      "Impact\n",
      "Marked Fool\n",
      "Snailets BRK\n",
      "Alike Angular\n",
      "Unispace\n",
      "Encode Sans Semi Condensed\n",
      "Encode Sans Expanded\n",
      "Sarpanch\n",
      "Nico Moji\n",
      "Khand ExtraBold\n",
      "Irianis ADF Style Std\n",
      "Switzera ADF\n",
      "Ellhnikh\n",
      "jsMath-cmbx10\n",
      "Saved By Zero\n",
      "Accanthis ADF Std No3\n",
      "Amita\n",
      "Avdira\n",
      "Ruluko\n",
      "Andada SC\n",
      "CLAW 2 BRK\n",
      "Hind Colombo\n",
      "BPG Sans Modern GPL&GNU\n",
      "Condiment\n",
      "Neural BRK\n",
      "Titillium Web\n",
      "Switzera ADF Light\n",
      "Intersect BRK\n",
      "Noto Sans Tibetan\n",
      "Overload\n",
      "HammersmithOne\n",
      "Blackoninaut BRK\n",
      "Noto Sans UI\n",
      "Fascinate\n",
      "Entangled Plain BRK\n",
      "Press Start 2P\n",
      "Echelon Condensed\n",
      "Graveyard BRK\n",
      "BPG Chveulebrivi GPL&GNU\n",
      "Verana Sans Medium\n",
      "Aladin\n",
      "Noto Serif Telugu\n",
      "Laila\n",
      "Playfair Display\n",
      "Vertigo 2 BRK\n",
      "EB Garamond\n",
      "Vesper Libre\n",
      "Rancho\n",
      "Wobbly BRK\n",
      "Post No Bills Colombo\n",
      "Cousine\n",
      "Venus Rising\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Kameron\n",
      "Montserrat\n",
      "Tillana\n",
      "Palanquin Dark\n",
      "Hemi Head 426\n",
      "Bandal\n",
      "Junicode\n",
      "Engebrechtre\n",
      "Gidugu\n",
      "Rajdhani\n",
      "Motorcade\n",
      "Junicode\n",
      "Counterscraps\n",
      "Mplus 1p\n",
      "Changa\n",
      "Open Sans\n",
      "Edit Undo Dot BRK\n",
      "Mishmash 4x4i BRK\n",
      "Umpush\n",
      "Inflammable Age\n",
      "Alef\n",
      "Eater Caps\n",
      "Playfair Display\n",
      "Noto Sans Thai UI\n",
      "Plasmatic\n",
      "Karla\n",
      "Caliban\n",
      "Libris ADF Std\n",
      "DejaVu Sans Mono\n",
      "Tulpen One\n",
      "Damion\n",
      "Zurklez Outline BRK\n",
      "Averia Serif Libre\n",
      "Hebrew Participants\n",
      "Dash Dot BRK\n",
      "Baloo Chettan\n",
      "Mail Ray Stuff\n",
      "Ubuntu-Title\n",
      "Wayward BRK\n",
      "Encode Sans Semi Condensed\n",
      "Ikarius ADF No2 Std\n",
      "Courier New\n",
      "Quantico\n",
      "Neuropol\n",
      "Fira Sans Extra Condensed\n",
      "Elsewhere 2 BRK\n",
      "Martel Sans\n",
      "Wager Lost BRK\n",
      "STIXIntegralsSm\n",
      "Mukta\n",
      "Tonik BRK\n",
      "Ubuntu\n",
      "cwTeXMing\n",
      "Expletus Sans\n",
      "Open Sans Condensed\n",
      "Orbitron\n",
      "Open Sans Hebrew\n",
      "Hannari\n",
      "SeoulHangang\n",
      "Forgotten Futurist College\n",
      "Accanthis ADF Std No3\n",
      "Accanthis ADF Std No3\n",
      "Cormorant Unicase\n",
      "Neuton\n",
      "Mplus 1p\n",
      "Ubuntu Mono\n",
      "Amaranth\n",
      "Gather BRK\n",
      "Averia Sans Libre\n",
      "Racing Sans One\n",
      "Dosis\n",
      "Luxi Sans\n",
      "Kite One\n",
      "Exo 2\n",
      "Montserrat Alternates\n",
      "Tiresias LPfont\n",
      "Amaranth\n",
      "Faustina\n",
      "Stardos Stencil\n",
      "Overlock SC\n",
      "Opiated BRK\n",
      "Silicon Carne\n",
      "Brass Knuckle SS BRK\n",
      "Simonetta\n",
      "Noto Sans Georgian\n",
      "Volkhov\n",
      "Creepster Caps\n",
      "MgOpen Moderna\n",
      "Domestic Manners\n",
      "Seaweed Script\n",
      "Johnny Fever\n",
      "Ethnocentric\n",
      "Accanthis ADF Std\n",
      "Hippy Participants\n",
      "Oleo Script\n",
      "Nobile\n",
      "Fidgety BRK\n",
      "Ruda\n",
      "Rambla\n",
      "IPA  PHONETICS\n",
      "Lato\n",
      "IM FELL French Canon SC\n",
      "Dosis\n",
      "Encode Sans Condensed\n",
      "Asap\n",
      "Splatz BRK\n",
      "Syracuse BRK\n",
      "Elsie\n",
      "Ek Mukta\n",
      "Saira\n",
      "Ubuntu\n",
      "Koulen\n",
      "YBandTuner\n",
      "Antonio\n",
      "Biryani\n",
      "Biometric Joe\n",
      "LuckyApe\n",
      "Dream Orphans\n",
      "jsMath-eusb10\n",
      "Mukta Malar\n",
      "Weathered BRK\n",
      "Expletus Sans\n",
      "Encode Sans Condensed\n",
      "Barrio\n",
      "Open Sans Hebrew\n",
      "Padauk Book\n",
      "Unexplored Galaxies O BRK\n",
      "STIXNonUnicode\n",
      "Eczar\n",
      "Rokkitt\n",
      "Baloo Bhaina\n",
      "Effloresce Antique\n",
      "Romande ADF Std\n",
      "Atari\n",
      "Delphine\n",
      "Kreon\n",
      "Bocuma Batty BRK\n",
      "Alegreya Sans SC\n",
      "Symmetry BRK\n",
      "Night Court\n",
      "Open Sans Hebrew Condensed\n",
      "Detonate BRK\n",
      "Alpha Beta BRK\n",
      "Charis SIL\n",
      "Rufina\n",
      "Walshes\n",
      "Stagnation BRK\n",
      "Encapsulate Plain BRK\n",
      "Nobile\n",
      "Hind\n",
      "Nilus\n",
      "Noto Sans Sinhala\n",
      "Raleway\n",
      "Oswald\n",
      "Palanquin\n",
      "Tork\n",
      "Goodfish\n",
      "Source Serif Pro\n",
      "Switzera ADF Light\n",
      "Irish Growler\n",
      "Interplanetary Crap\n",
      "Trocchi\n",
      "Exo 2\n",
      "Macondo\n",
      "Teen\n",
      "Duru Sans\n",
      "Nova Cut\n",
      "Domine\n",
      "Supra Genius Curves BRK\n",
      "genotype RS BRK\n",
      "Spacious BRK\n",
      "Clara\n",
      "Vacant Capz BRK\n",
      "Mekanus ADF Std\n",
      "Encode Sans\n",
      "Advent Pro\n",
      "Martel Sans\n",
      "Homemade Apple\n",
      "Po Beef\n",
      "Josefin Sans\n",
      "Manuale\n",
      "Mishmash ALT1 BRK\n",
      "Qwigley\n",
      "KacstFarsi\n",
      "Saira SemiCondensed\n",
      "Roboto Mono\n",
      "Cormorant Garamond\n",
      "Hind Kochi\n",
      "Fabian\n",
      "Overpass\n",
      "Source Sans Pro\n",
      "BPG Sans Medium GPL&GNU\n",
      "Imprima\n",
      "Merriweather\n",
      "Isabella\n",
      "Sarina\n",
      "Annie Use Your Telescope\n",
      "Quinine\n",
      "Saira ExtraCondensed\n",
      "Key Ridge BRK\n",
      "Istok Web\n",
      "Alegreya Sans SC\n",
      "Saira ExtraCondensed\n",
      "Tribun ADF Med Std\n",
      "Bilbo Swash Caps\n",
      "Acid Reflux BRK\n",
      "jsMath-wasyb10\n",
      "Oldania ADF Std\n",
      "Obloquy Outline BRK\n",
      "Almonte Woodgrain\n",
      "Fascii Smudge BRK\n",
      "Swift\n",
      "Exo\n",
      "Source Serif Pro\n",
      "Sansita One\n",
      "Noto Sans Bengali UI\n",
      "Squealer Embossed\n",
      "Sloe Gin Rickey\n",
      "Signika Negative\n",
      "Cantarell\n",
      "Galindo\n",
      "Love Ya Like A Sister\n",
      "Avdira\n",
      "Mold Papa\n",
      "Guseul\n",
      "Hind Guntur\n",
      "Averia Serif Libre\n",
      "Exo\n",
      "Plastic Bag\n",
      "Encode Sans Condensed\n",
      "Typesource Extol S BRK\n",
      "Alfios\n",
      "Quandary BRK\n",
      "GentiumAlt\n",
      "OdorMeanChey\n",
      "BPG Courier S GPL&GNU\n",
      "Alegreya Sans\n",
      "Catamaran\n",
      "BABEL Unicode\n",
      "Times New Roman\n",
      "UNITED BRK\n",
      "Hooked Up 101\n",
      "Ouijadork\n",
      "Advent Pro\n",
      "Code Of Life BRK\n",
      "Suravaram\n",
      "Almendra\n",
      "DinahVAA\n",
      "Overpass\n",
      "Liberation Sans Narrow\n",
      "Ribeye Marrow\n",
      "Freckle Face\n",
      "Nightporter\n",
      "Sedan\n",
      "Wager BRK\n",
      "Montserrat Alternates\n",
      "Electroharmonix\n",
      "Rajdhani\n",
      "Playfair Display SC\n",
      "Jara\n",
      "Slabo 13px\n",
      "Tuffy\n",
      "Liberation Serif\n",
      "Caslon\n",
      "Advent Pro\n",
      "Miama\n",
      "Jaldi\n",
      "Geostar Fill\n",
      "Swanky and Moo Moo\n",
      "Fira Sans Extra Condensed\n",
      "Mysterons BRK\n",
      "Tiresias LPfont\n",
      "Collective RO BRK\n",
      "Maven Pro\n",
      "Vigilance BRK\n",
      "SeoulNamsan CB\n",
      "Karma\n",
      "Typodermic\n",
      "NanumMyeongjo\n",
      "Euterpe\n",
      "Volatile 1 BRK\n",
      "Colourbars\n",
      "Cardo\n",
      "Tlwg Typewriter\n",
      "Dastardly BRK\n",
      "Libre Caslon Text\n",
      "Luxi Mono\n",
      "Martel Sans\n",
      "Linux Libertine Display O\n",
      "Unkempt\n",
      "Cormorant Infant\n",
      "Niconne\n",
      "BenchNine\n",
      "Raleway\n",
      "Basic\n",
      "Bevan\n",
      "Gillius ADF No2\n",
      "Arapey\n",
      "Gaposis Solid BRK\n",
      "Gillius ADF No2 Cd\n",
      "Lakeshore BRK\n",
      "Pathway Gothic One\n",
      "Euphoric BRK\n",
      "Loma\n",
      "Over the Rainbow\n",
      "Muli\n",
      "Viga\n",
      "Noto Sans Myanmar\n",
      "Phorfeit Regular BRK\n",
      "Wincing BRK\n",
      "Ubiquity BRK\n",
      "Eden Mills\n",
      "Quantum Flat Hollow BRK\n",
      "Encode Sans Expanded\n",
      "Coda Caption\n",
      "Gumtuckey\n",
      "Ubuntu\n",
      "Titillium Web\n",
      "Linux Libertine O\n",
      "Luckiest Guy\n",
      "Hermeneus One\n",
      "Margarine\n",
      "Montserrat\n",
      "FreeMono\n",
      "Quarantine BRK\n",
      "GoudyBookletter1911Light\n",
      "Montserrat\n",
      "Duality\n",
      "Sui Generis\n",
      "Nunito\n",
      "Almonte\n",
      "Block Tilt BRK\n",
      "Kanit\n",
      "Ropa Sans\n",
      "Grudge 2 BRK\n",
      "Sawarabi Mincho\n",
      "Port Lligat Sans\n",
      "Foreshadow BRK\n",
      "Cormorant\n",
      "Exo 2\n",
      "Mexcellent 3D\n",
      "Rubik\n",
      "Varela\n",
      "Saira Condensed\n",
      "NanumGothic\n",
      "Old Standard TT\n",
      "Tienne\n",
      "Blackoninaut Bold BRK\n",
      "SeoulHangang CM\n",
      "Yadou\n",
      "Xolto\n",
      "Rehearsal Curve BRK\n",
      "Clicker Script\n",
      "Sarala\n",
      "Jura\n",
      "Saira ExtraCondensed\n",
      "Loopy BRK\n",
      "Abel\n",
      "Overpass\n",
      "Verdana\n",
      "Liberation Sans\n",
      "Libre Baskerville\n",
      "Frizzed BRK\n",
      "Noto Serif Kannada\n",
      "Baby Jeepers\n",
      "Minya\n",
      "Bangers\n",
      "Hind\n",
      "Source Serif Pro\n",
      "Conduit 2 Italics BRK\n",
      "Fascinate Inline\n",
      "Pacifico\n",
      "Holy Smokes\n",
      "Dendritic Voltage\n",
      "CrackMan\n",
      "Khmer\n",
      "BPG Excelsior Caps GPL&GNU\n",
      "Aftermath BRK\n",
      "King Richard\n",
      "Lato\n",
      "GFS Neohellenic\n",
      "Alegreya Sans SC\n",
      "Kanit\n",
      "Montserrat\n",
      "Encode Sans\n",
      "Pindown X BRK\n",
      "STIXSizeTwoSym\n",
      "Keania One\n",
      "Synthetic BRK\n",
      "Economica\n",
      "Xmas Lights BRK\n",
      "Kalam\n",
      "Philosopher\n",
      "Chintzy CPU BRK\n",
      "Lato\n",
      "Habibi\n",
      "Tauri\n",
      "Cinzel\n",
      "Marmelad\n",
      "Oleo Script Swash Caps\n",
      "IM FELL French Canon\n",
      "Cormorant Unicase\n",
      "Draggle over kerned BRK\n",
      "Coustard\n",
      "Gochi Hand\n",
      "Overpass\n",
      "Lyneous Linear BRK\n",
      "Work Sans\n",
      "Porter Sans Block\n",
      "Dancing Script\n",
      "Encode Sans Semi Expanded\n",
      "Patrick Hand SC\n",
      "Jupiter Crash BRK\n",
      "Misirlou\n",
      "Ruslan Display\n",
      "Cuprum\n",
      "STIX\n",
      "Source Sans Pro\n",
      "Muli\n",
      "Wendy One\n",
      "DkgHandwriting\n",
      "Pneumatics BRK\n",
      "Ubuntu\n",
      "Berenis ADF\n",
      "Mrs Saint Delafield\n",
      "Londrina Outline\n",
      "Xenowort\n",
      "Saira\n",
      "So Run Down\n",
      "Merriweather\n",
      "Rambla\n",
      "Kredit\n",
      "Dynamic BRK\n",
      "Droid Arabic Kufi\n",
      "Khula\n",
      "Echelon Condensed\n",
      "Tlwg Typo\n",
      "Convergence\n",
      "Encode Sans\n",
      "Noto Sans Lao\n",
      "VT323\n",
      "Charis SIL\n",
      "Rounded Mplus 1c\n",
      "Strenuous\n",
      "Nominal BRK\n",
      "Arya\n",
      "Cormorant Garamond\n",
      "Fascii Twigs BRK\n",
      "Roboto Mono\n",
      "Tuffy\n",
      "Terylene Top\n",
      "Noto Sans Hebrew\n",
      "Winks\n",
      "Noto Sans Georgian\n",
      "Kristi\n",
      "Alfios\n",
      "Skranji\n",
      "Queasy BRK\n",
      "Cambo\n",
      "Saira SemiCondensed\n",
      "Jawbreaker OL2 BRK\n",
      "Cantata One\n",
      "Tuffy\n",
      "Bullpen\n",
      "Quill Experimental S BRK\n",
      "Droid Serif\n",
      "Chicle\n",
      "Berenis ADF Med\n",
      "Bobcaygeon Plain BRK\n",
      "Mad's Scrawl BRK\n",
      "GlazKrak\n",
      "Verana Sans Demi\n",
      "Dr Sugiyama\n",
      "Encode Sans Condensed\n",
      "Vast Shadow\n",
      "KacstOne\n",
      "jsMath-cmex10\n",
      "Saira SemiCondensed\n",
      "Lohit Tamil\n",
      "Abecedario_guiada\n",
      "Urkelian Television Dynasty\n",
      "Reenie Beanie\n",
      "KoPub Batang\n",
      "Lekton\n",
      "False Positive BRK\n",
      "Mukta Vaani\n",
      "Lato\n",
      "Essays1743\n",
      "Cormorant Infant\n",
      "Riot Act\n",
      "Sansita\n",
      "Roboto Slab\n",
      "Exo\n",
      "Johnny Mac Scrawl BRK\n",
      "Commerciality\n",
      "Unexplored Galaxies BRK\n",
      "Archivo Narrow\n",
      "Kreon\n",
      "Marcellus SC\n",
      "Magra\n",
      "Oswald\n",
      "Teen Light\n",
      "Telephasic BRK\n",
      "Nunito\n",
      "Droid Sans\n",
      "Coming Soon\n",
      "Entangled Layer A BRK\n",
      "Corben\n",
      "Sudbury Basin\n",
      "Noto Sans Malayalam UI\n",
      "Montserrat Alternates\n",
      "Noto Sans UI\n",
      "Konector O2 BRK\n",
      "msbm10\n",
      "STIX\n",
      "Karla Tamil Inclined\n",
      "Julee\n",
      "Peatloaf\n",
      "Unica One\n",
      "Padauk\n",
      "Cola Participants\n",
      "Lunasol\n",
      "Asap Condensed\n",
      "Unanimous Inverted BRK\n",
      "Chivo\n",
      "Dosis\n",
      "Luxi Serif\n",
      "Cambay\n",
      "You're Gone\n",
      "Elsie\n",
      "Tillana\n",
      "Nanum Brush Script\n",
      "Varta\n",
      "Hooked on Booze\n",
      "Archivo\n",
      "Simonetta\n",
      "Cormorant Infant\n",
      "Berenis ADF No2 Cd\n",
      "Sui Generis\n",
      "Umpush\n",
      "Andika\n",
      "Exo 2\n",
      "SuperHeterodyne\n",
      "Bendable BRK\n",
      "Asap Condensed\n",
      "KacstTitleL\n",
      "Graze BRK\n",
      "Anaheim\n",
      "Poppins\n",
      "Averia Gruesa Libre\n",
      "Roboto\n",
      "NanumGothic\n",
      "Hind Mysuru\n",
      "Laila\n",
      "Hind Colombo\n",
      "Circulate BRK\n",
      "Switzera ADF Light\n",
      "Amatic SC\n",
      "Waree\n",
      "Dancing Script\n",
      "OFL Sorts Mill Goudy TT\n",
      "Fira Sans Extra Condensed\n",
      "KacstTitle\n",
      "Alex Brush\n",
      "Magra\n",
      "Aegean\n",
      "Almendra\n",
      "Steelfish\n",
      "Quattrocento Sans\n",
      "Cabin\n",
      "Rajdhani\n",
      "Hind Vadodara\n",
      "Cantarell\n",
      "Monda\n",
      "Accanthis ADF Std\n",
      "Archivo\n",
      "Stalin One\n",
      "Waree\n",
      "Noto Sans Oriya\n",
      "KacstDecorative\n",
      "Allerta Stencil\n",
      "BaileysCar\n",
      "Oliver's Barney\n",
      "Fondamento\n",
      "Cormorant\n",
      "Strait\n",
      "Aguafina Script\n",
      "Saira Condensed\n",
      "Just Another Hand\n",
      "Screengem\n",
      "Cousine\n",
      "Exo 2\n",
      "Hind Madurai\n",
      "Work Sans\n",
      "Fruktur\n",
      "BPG Glaho GPL&GNU\n",
      "Asap\n",
      "Antic Didone\n",
      "Stoke\n",
      "Berenis ADF\n",
      "Tiresias PCfont\n",
      "Edit Undo BRK\n",
      "Economica\n",
      "Alegreya Sans\n",
      "Weaver BRK\n",
      "Cantarell\n",
      "Martel Sans\n",
      "Fascii Cross BRK\n",
      "Noto Sans Gurmukhi UI\n",
      "Molengo\n",
      "Gemunu Libre SemiBold\n",
      "Istok Web\n",
      "Open Sans Hebrew Condensed\n",
      "Xtrusion BRK\n",
      "Open Sans\n",
      "Verdana\n",
      "Let's Eat\n",
      "Redacted\n",
      "Noto Sans Kannada\n",
      "Irritate BRK\n",
      "Khand SemiLight\n",
      "Muli\n",
      "Podkova\n",
      "Carrois Gothic SC\n",
      "Mr Bedfort\n",
      "Dazzle Ships\n",
      "Montserrat\n",
      "Brass Knuckle BRK\n",
      "Verana Sans\n",
      "Moul Pali\n",
      "Mukta Vaani\n",
      "Alegreya Sans\n",
      "Yaldevi Colombo\n",
      "Source Sans Pro\n",
      "Goblin One\n",
      "Spirax\n",
      "Noto Serif Bengali\n",
      "Josefin Sans\n",
      "Noto Sans Ethiopic\n",
      "Noto Sans Thai\n",
      "Redressed\n",
      "PT Sans Caption\n",
      "Rubik\n",
      "Barbatrick\n",
      "Quantity\n",
      "Trebuchet MS\n",
      "Arial\n",
      "CHR32\n",
      "Jasper BRK\n",
      "Manuale\n",
      "Yantramanav\n",
      "Lobster\n",
      "Chela One\n",
      "News Cycle\n",
      "Lao Muang Don\n",
      "Luxi Mono\n",
      "Rosarivo\n",
      "Roboto\n",
      "Tomson Talks\n",
      "Fira Sans Condensed\n",
      "Montserrat\n",
      "Homenaje\n",
      "Lady Starlight\n",
      "Whippersnapper BRK\n",
      "Wiggly Squiggly BRK\n",
      "Swirled BRK\n",
      "Gesture BRK\n",
      "Montserrat Alternates\n",
      "Terminal Dosis\n",
      "Liberation Sans Narrow\n",
      "Inknut Antiqua\n",
      "PT Sans\n",
      "SeoulHangang\n",
      "Noto Sans Bengali\n",
      "10.15 Saturday Night BRK\n",
      "Archivo Narrow\n",
      "MgOpen Modata\n",
      "Licorice Strings BRK\n",
      "Knot BRK\n",
      "FreeSans\n",
      "Verana Sans Medium\n",
      "Teko\n",
      "8-bit Limit BRK\n",
      "Alegreya SC\n",
      "Expletus Sans\n",
      "Dustismo\n",
      "Jura\n",
      "Alegreya Sans\n",
      "Cormorant Upright\n",
      "Quantum Taper BRK\n",
      "Noto Sans Hebrew\n",
      "Fira Sans Condensed\n",
      "Wyvern Wings Wyde BRK\n",
      "Quadrangle\n",
      "Voltaire\n",
      "Romande ADF Script Std\n",
      "Fira Sans Condensed\n",
      "Noto Sans Cham\n",
      "Ultra\n",
      "Degrassi\n",
      "jsMath-wasy10\n",
      "Oldania ADF Std\n",
      "Sriracha\n",
      "Scalelines Maze BRK\n",
      "Arsenal\n",
      "Halant\n",
      "Khand Light\n",
      "Persuasion BRK\n",
      "jsMath-eurm10\n",
      "Kelly Slab\n",
      "Luxi Sans\n",
      "Obloquy Solid BRK\n",
      "Fira Mono\n",
      "KacstLetter\n",
      "Asset\n",
      "Overpass\n",
      "Bowlby One\n",
      "Myanmar Khyay\n",
      "Give You Glory\n",
      "Vindictive BRK\n",
      "Plain Cred\n",
      "Martel\n",
      "Fake Receipt\n",
      "Josefin Slab\n",
      "Merriweather Sans\n",
      "Sawasdee\n",
      "Credit Valley\n",
      "Raleway Dots \n",
      "Padauk Book\n",
      "Yoshi's Story game text BRK\n",
      "Discordance BRK\n",
      "Geostar\n",
      "Upheaval TT BRK\n",
      "Merriweather\n",
      "Fira Sans Extra Condensed\n",
      "Judson\n",
      "Istok Web\n",
      "Accanthis ADF Std No2\n",
      "Quintessential\n",
      "Xtraflexidisc\n",
      "Tlwg Typo\n",
      "Ikarius ADF Std\n",
      "Liberation Sans\n",
      "Flamenco\n",
      "Cuprum\n",
      "Archivo Black\n",
      "Noto Sans Khmer UI\n",
      "Josefin Sans Std\n",
      "MgOpen Moderna\n",
      "Fira Sans Condensed\n",
      "Spheroids BRK\n",
      "Tuffy\n",
      "Sarabun\n",
      "Noto Serif Gujarati\n",
      "Linux Libertine Initials O\n",
      "Frak\n",
      "Bokor\n",
      "STIXSizeFourSym\n",
      "Deftone Stylus\n",
      "Rock Salt\n",
      "Noto Sans Gurmukhi UI\n",
      "Rammetto One\n",
      "Teen Light\n",
      "Deluxe Ducks\n",
      "Asul\n",
      "Montserrat\n",
      "BetecknaLowerCase\n",
      "Redacted Script\n",
      "Slackey\n",
      "Braeside Lumberboy\n",
      "Abecedario\n",
      "SeoulHangang\n",
      "Fanwood Text\n",
      "Sura\n",
      "Quantico\n",
      "Enriqueta\n",
      "Nostalgia BRK\n",
      "Karma\n",
      "Abhaya Libre\n",
      "IM FELL DW Pica\n",
      "Tillana\n",
      "Montserrat\n",
      "Plasma Drip Empty BRK\n",
      "Nunito\n",
      "Chelsea Market\n",
      "Irianis ADF Style Std\n",
      "Inconsolata\n",
      "BetecknaLowerCase\n",
      "Kanit\n",
      "Playfair Display SC\n",
      "Chango\n",
      "Rubik Mono One\n",
      "Cinzel\n",
      "Serto Jerusalem\n",
      "Field Day Filter\n",
      "Open Sans\n",
      "Mukta Vaani\n",
      "Mplus 1p\n",
      "Sahitya\n",
      "Mukta\n",
      "Lakki Reddy\n",
      "Gyrose Squeeze BRK\n",
      "TommyGun\n",
      "Short Stack\n",
      "Vibrocentric\n",
      "Berenis ADF No2 Cd\n",
      "Purisa\n",
      "Inder\n",
      "Gyparody\n",
      "Noto Serif Malayalam\n",
      "Irish Participants\n",
      "Alegreya Sans\n",
      "Cantarell\n",
      "Titillium Web\n",
      "Doulos SIL\n",
      "Lucid Type A Outline BRK\n",
      "RoboKoz\n",
      "Unispace\n",
      "Dawning of a New Day\n",
      "Saira SemiCondensed\n",
      "Nosifer Caps\n",
      "Enthuse Solid BRK\n",
      "Vantage BRK\n",
      "Noto Sans Ethiopic\n",
      "Text Me One\n",
      "Merge One\n",
      "Blackoninaut Redux BRK\n",
      "Wet Pet\n",
      "Source Serif Pro\n",
      "Cabin Condensed\n",
      "DB Layer 2 BRK\n",
      "Garuda\n",
      "HydrogenWhiskey\n",
      "Canadian Participants\n",
      "IM FELL Great Primer SC\n",
      "Montserrat Alternates\n",
      "Misirlou Day\n",
      "API  PHON?TIQUE\n",
      "Vollkorn\n",
      "Steve\n",
      "Asap Condensed\n",
      "Kleptocracy\n",
      "Cabin\n",
      "Lato\n",
      "Saira\n",
      "Engebrechtre Expanded\n",
      "Fira Sans Condensed\n",
      "Jasper Solid BRK\n",
      "Rounded Mplus 1c\n",
      "Unna\n",
      "Vollkorn\n",
      "Khand Bold\n",
      "Open Sans\n",
      "Nunito\n",
      "Borg9\n",
      "Andada SC\n",
      "Merriweather\n",
      "NATS\n",
      "Cherry Swash\n",
      "Pakenham\n",
      "Playfair Display SC\n",
      "Crushed\n",
      "Asea\n",
      "Sequence BRK\n",
      "Josefin Slab\n",
      "Devonshire\n",
      "Josefin Slab\n",
      "Open Sans\n",
      "Pixel Krud BRK\n",
      "Cormorant SC\n",
      "Source Sans Pro\n",
      "Lora\n",
      "Nunito Sans\n",
      "Archivo\n",
      "Alegreya Sans\n",
      "Mini Kaliber O TT BRK\n",
      "Cormorant\n",
      "Whatever BRK\n",
      "Inknut Antiqua\n",
      "Lovers Quarrel\n",
      "Overpass\n",
      "Quercus\n",
      "Asap Condensed\n",
      "Orbitron\n",
      "Work Sans\n",
      "Noto Serif Georgian\n",
      "Cormorant Unicase\n",
      "Hyde BRK\n",
      "NanumGothic\n",
      "Rosario\n",
      "Judson\n",
      "Asea\n",
      "Averia Sans Libre\n",
      "Primer Apples\n",
      "Gilda Display\n",
      "Dhyana\n",
      "Libre Caslon Text\n",
      "Kantumruy Regular\n",
      "Maven Pro\n",
      "Arvo\n",
      "Fira Sans Condensed\n",
      "Encode Sans Semi Condensed\n",
      "Unna\n",
      "Lato\n",
      "Mufferaw\n",
      "Andale Mono\n",
      "Hind Jalandhar\n",
      "Georgia\n",
      "Encode Sans Semi Expanded\n",
      "Roboto\n",
      "Open Sans\n",
      "Times New Roman\n",
      "Combo\n",
      "Rosario\n",
      "Gillius ADF Cd\n",
      "Abecedario_punt-pautada\n",
      "Baumans\n",
      "Faustina\n",
      "Istok Web\n",
      "Rokkitt\n",
      "Noto Serif Khmer\n",
      "Open Sans\n",
      "Should've Known Shaded\n",
      "Sansita\n",
      "Saira ExtraCondensed\n",
      "Saab\n",
      "Cormorant Garamond\n",
      "Nunito Sans\n",
      "Satisfy\n",
      "Scada\n",
      "Overpass Mono\n",
      "Saunder BRK\n",
      "Malache Crunch\n",
      "Edgewater\n",
      "Irianis ADF Std\n",
      "Nunito Sans\n",
      "Lato\n",
      "KacstArt\n",
      "IM FELL English\n",
      "BPG Excelsior Condencerd GPL&GNU\n",
      "mry_KacstQurn\n",
      "genotype H BRK\n",
      "Zoetrope BRK\n",
      "Geo\n",
      "German Participants\n",
      "Qbicle 4 BRK\n",
      "Accanthis ADF Std No3\n",
      "Thabit\n",
      "Archivo\n",
      "Draggle BRK\n",
      "Noto Serif Georgian\n",
      "Noto Sans Myanmar\n",
      "Kanit\n",
      "Alegreya Sans SC\n",
      "Airmole Antique\n",
      "Fluoride Beings\n",
      "Piedra\n",
      "Cormorant Garamond\n",
      "Varela Round\n",
      "Taprom\n",
      "PT Serif\n",
      "Vahika\n",
      "Noto Serif Thai\n",
      "Baveuse\n",
      "Noto Sans Tamil\n",
      "Assyrian\n",
      "Edmunds\n",
      "Dustismo\n",
      "Halant\n",
      "Combustion Plain BRK\n",
      "Burnstown Dam\n",
      "Buda\n",
      "Noto Sans Telugu\n",
      "8-bit Limit RO BRK\n",
      "Zeyada\n",
      "Kokoro\n",
      "Josefin Sans\n",
      "Sarpanch\n",
      "Rum Raisin\n",
      "Poppins\n",
      "Tiresias PCfont\n",
      "Webdings\n",
      "Tiresias Keyfont V2\n",
      "Eunjin\n",
      "Jolly Lodger\n",
      "Zero Threes\n",
      "Nanosecond Wide BRK\n",
      "Source Code Pro\n",
      "Gafata\n",
      "Fira Sans Extra Condensed\n",
      "Faux Snow BRK\n",
      "Nunito Sans\n",
      "Gesture Thin BRK\n",
      "Merriweather\n",
      "Old Standard TT\n",
      "Verana Sans\n",
      "Inconsolata\n",
      "Palanquin\n",
      "Crimson Text\n",
      "Balker\n",
      "Forgotten Futurist Rotten\n",
      "Essays1743\n",
      "Neucha\n",
      "Luxi Mono\n",
      "Ecolier_court\n",
      "DejaVu Sans Mono\n",
      "Trebuchet MS\n",
      "Kinnari\n",
      "Mai Tai\n",
      "Tlwg Typist\n",
      "BABEL Unicode\n",
      "Intersect C BRK\n",
      "Serto Mardin\n",
      "Libre Caslon Text\n",
      "Hanuman\n",
      "Myanmar Sans Pro\n",
      "Quixotic\n",
      "Rokkitt\n",
      "IPA  PHONETICS\n",
      "Axaxax\n",
      "Aldrich\n",
      "Squada One\n",
      "TakaoPGothic\n",
      "Asap Condensed\n",
      "Hind Guntur\n",
      "UnifrakturCook\n",
      "Karma\n",
      "Concert One\n",
      "IM FELL Double Pica SC\n",
      "Modak\n",
      "Ghostmeat\n",
      "Playfair Display\n",
      "Ruge Boogie\n",
      "Mako\n",
      "Palanquin\n",
      "Vertigo Upright 2 BRK\n",
      "Almendra SC\n",
      "Abhaya Libre ExtraBold\n",
      "Minya Nouvelle\n",
      "Fira Sans\n",
      "Cormorant Upright\n",
      "Work Sans\n",
      "Electorate Boogaloo\n",
      "Baloo Tamma\n",
      "Karla\n",
      "Switzera ADF Extra Bold\n",
      "Source Sans Pro\n",
      "Engebrechtre\n",
      "Cardo\n",
      "Purisa\n",
      "BPG Glaho GPL&GNU\n",
      "Zelda DX TT BRK\n",
      "Abecedario_punt-guiada\n",
      "Cantarell\n",
      "jsMath-msbm10\n",
      "Pincers BRK\n",
      "Delius Unicase\n",
      "Noticia Text\n",
      "Pompiere \n",
      "Noto Sans Sinhala\n",
      "Metrophobic\n",
      "Sansita\n",
      "Archivo\n",
      "Gather Gapped BRK\n",
      "Miltonian Tattoo\n",
      "Chintzy CPU Shadow BRK\n",
      "Exo\n",
      "Source Serif Pro\n",
      "Kanit\n",
      "Switching and Effects\n",
      "Zekton Dots\n",
      "Mandali\n",
      "Oxygen\n",
      "Biryani\n",
      "Ek Mukta\n",
      "Vahika\n",
      "Bewilder BRK\n",
      "Overpass\n",
      "Maven Pro\n",
      "Fira Sans Condensed\n",
      "Stitch & Bitch\n",
      "Saira Condensed\n",
      "Dustismo Roman\n",
      "Glegoo\n",
      "DejaVu Sans\n",
      "Tlwg Typewriter\n",
      "Tuffy\n",
      "Fira Sans Extra Condensed\n",
      "Rubik\n",
      "Send Cash\n",
      "Cuprum\n",
      "Berenis ADF Cd\n",
      "MassiveRetaliation\n",
      "STIXSizeTwoSym\n",
      "Gentium Basic\n",
      "Fira Sans Extra Condensed\n",
      "Roboto Mono\n",
      "Catamaran\n",
      "Rounded Mplus 1c Bold\n",
      "Saira Condensed\n",
      "Home Sweet Home\n",
      "Smokum\n",
      "Cormorant Garamond\n",
      "Belleza\n",
      "Saira ExtraCondensed\n",
      "Khand\n",
      "Montserrat\n",
      "Montserrat Subrayada\n",
      "Biting My Nails\n",
      "Josefin Sans\n",
      "Overpass Mono\n",
      "Alegreya Sans SC\n",
      "Finger Paint\n",
      "Tiresias Infofont Z\n",
      "Irianis ADF Std\n",
      "Leckerli One\n",
      "Dosis\n",
      "IPA  PHONETICS\n",
      "Nunito\n",
      "Rough Day BRK\n",
      "Georgia\n",
      "Fira Sans Condensed\n",
      "MgOpen Canonica\n",
      "Droid Sans Ethiopic\n",
      "Droid Serif\n",
      "Life Savers\n",
      "Cormorant\n",
      "Rye\n",
      "Compliant Confuse 2s BRK\n",
      "Irish Grover\n",
      "Octoville\n",
      "Unlearned BRK\n",
      "Aegyptus\n",
      "Mervale Script\n",
      "Philosopher\n",
      "Rokkitt\n",
      "Roboto Condensed\n",
      "Noto Serif Armenian\n",
      "Vibrocentric\n",
      "Nunito Sans\n",
      "Vertigo BRK\n",
      "Encode Sans Semi Expanded\n",
      "Unlearned 2 BRK\n",
      "BPG Ingiri GPL&GNU\n",
      "Hawkeye\n",
      "Fira Sans Extra Condensed\n",
      "Gemunu Libre ExtraLight\n",
      "JejuMyeongjo\n",
      "Volkhov\n",
      "Lato\n",
      "Nunito Sans\n",
      "Signika Negative\n",
      "Sancreek\n",
      "Almendra\n",
      "Sexsmith\n",
      "Cagliostro\n",
      "Fresca\n",
      "Play\n",
      "Metal Mania\n",
      "Sintony\n",
      "Nobile\n",
      "Hind Colombo\n",
      "NanumBarunGothic\n",
      "Unifont Upper\n",
      "Saira\n",
      "Catamaran\n",
      "Berenis ADF Med\n",
      "Angostura Black\n",
      "Podkova\n",
      "Noto Sans Tamil\n",
      "Satanic Participants\n",
      "Averia Libre\n",
      "Kinnari\n",
      "Times New Roman\n",
      "Serto Batnan\n",
      "Flavors\n",
      "Architects Daughter\n",
      "Amita\n",
      "Advent Pro\n",
      "Encode Sans Expanded\n",
      "Encode Sans Condensed\n",
      "Bad Script\n",
      "KacstPoster\n",
      "Kadwa\n",
      "Yaldevi Colombo SemiBold\n",
      "Liberation Sans Narrow\n",
      "Neurochrome\n",
      "Switzera ADF Light Cd\n",
      "Hind Jalandhar\n",
      "Slabo 27px\n",
      "Oranienbaum\n",
      "Chenla\n",
      "Khand Black\n",
      "Noto Serif\n",
      "You're Gone\n",
      "SeoulHangang CEB\n",
      "Ubuntu\n",
      "Worthless Bum\n",
      "False Positive Round BRK\n",
      "Wallpoet\n",
      "Cormorant Upright\n",
      "Abril Fatface\n",
      "Baloo Paaji\n",
      "Model Worker\n",
      "Acme\n",
      "Almendra SC\n",
      "Abecedario_punteada\n",
      "Roboto\n",
      "Raydiate BRK\n",
      "Linux Libertine O\n",
      "Libel Suit\n",
      "Ubuntu Mono\n",
      "Alegreya\n",
      "Alegreya\n",
      "Switzera ADF Bold\n",
      "Palanquin Dark\n",
      "Neural Outline BRK\n",
      "Roboto\n",
      "Autour One\n",
      "Modern Antiqua\n",
      "Breip\n",
      "Mukta Vaani\n",
      "Tuffy\n",
      "Teen\n",
      "Offside\n",
      "Kanit\n",
      "Pecita\n",
      "Bitter\n",
      "Quicksand\n",
      "Kirsty Ink\n",
      "Lekton\n",
      "Asul\n",
      "Mukta Malar\n",
      "Tuffy\n",
      "Ceviche One\n",
      "Adamina\n",
      "Qlumpy BRK\n",
      "Timmana\n",
      "Preah Vihear\n",
      "Still Time\n",
      "Verana Sans\n",
      "Verdana\n",
      "Budmo Jiggler\n",
      "Signika\n",
      "Lockergnome\n",
      "Naughts BRK\n",
      "Double Bogey BRK\n",
      "Unispace\n",
      "Plasma Drip BRK\n",
      "Pupcat\n",
      "Spinnaker\n",
      "Classic Trash 2 BRK\n",
      "Dosis\n",
      "Cabin Condensed\n",
      "Engebrechtre Expanded\n",
      "Tiresias PCfont Z\n",
      "Conduit 2 BRK\n",
      "Slender Mini BRK\n",
      "KoPub Batang\n",
      "Breip\n",
      "STIXIntegralsSm\n",
      "Vahika\n",
      "Asea\n",
      "Boron\n",
      "Great Heights BRK\n",
      "Chonburi\n",
      "Shojumaru\n",
      "Mate SC\n",
      "Fira Sans Condensed\n",
      "[F500]\n",
      "Fira Sans Condensed\n",
      "Andada SC\n",
      "Padauk\n",
      "Pneumatics Tall BRK\n",
      "Merriweather Sans\n",
      "Laksaman\n",
      "Baskervald ADF Std Heavy\n",
      "Vollkorn\n",
      "Forgotten Futurist\n",
      "Ryuker BRK\n",
      "Verana Sans\n",
      "Chewy\n",
      "Qlumpy Shadow BRK\n",
      "Dosis\n",
      "Ek Mukta\n",
      "Rotund BRK\n",
      "Marko One\n",
      "Linden Hill\n",
      "Cormorant SC\n",
      "Estrangelo Midyat\n",
      "Libre Baskerville\n",
      "Montserrat Alternates\n",
      "Abyssinica SIL\n",
      "Cinzel Decorative\n",
      "Liberation Mono\n",
      "Puritan\n",
      "Catamaran\n",
      "Inknut Antiqua\n",
      "Minya Nouvelle\n",
      "Jolt Of Caffeine BRK\n",
      "Overpass\n",
      "Work Sans\n",
      "Chivo\n",
      "Heavy Bevel BRK\n",
      "Crackdown R2 BRK\n",
      "Switzera ADF Extra Bold\n",
      "Noto Serif Malayalam\n",
      "Dyspepsia\n",
      "Top Bond\n",
      "Rubik\n",
      "Jara\n",
      "Vanishing Girl\n",
      "Noto Sans UI\n",
      "Source Sans Pro\n",
      "Great Vibes\n",
      "Chivo\n",
      "Anklepants\n",
      "Cormorant Garamond\n",
      "PresidentGas\n",
      "Nixie One\n",
      "Jura\n",
      "Romande ADF Std\n",
      "Nokora Regular\n",
      "Open Sans\n",
      "Exo\n",
      "Ubuntu\n",
      "Combustion II BRK\n",
      "Guanine\n",
      "Stalinist One\n",
      "Noto Sans Bengali\n",
      "Comic Sans MS\n",
      "Compliant Confuse 1s BRK\n",
      "Tlwg Typist\n",
      "Encode Sans Semi Expanded\n",
      "Kdam Thmor\n",
      "Montserrat Alternates\n",
      "Universalis ADF Cd Std\n",
      "Hearts BRK\n",
      "Alice\n",
      "Londrina Solid\n",
      "Baloo Thambi\n",
      "Fira Sans Extra Condensed\n",
      "Berkshire Swash\n",
      "Overpass\n",
      "Binary X 01s BRK\n",
      "Ruthie\n",
      "Lohit Punjabi\n",
      "Fenix\n",
      "Outright Televism\n",
      "Wyvern Wings BRK\n",
      "Ubuntu Mono\n",
      "LKLUG\n",
      "Bandwidth BRK\n",
      "Technique OL BRK\n",
      "Merriweather Sans\n",
      "Gemunu Libre Light\n",
      "Fira Sans Condensed\n",
      "Noto Sans Khmer UI\n",
      "Green Fuz\n",
      "Decrepit BRK\n",
      "Quantum Round Hollow BRK\n",
      "Codystar\n",
      "Dream Orphans\n",
      "Sansation Light\n",
      "Kirby No Kira Kizzu BRK\n",
      "Raleway\n",
      "Tribun ADF Med Cd Std\n",
      "Astron Boy Wonder\n",
      "Ikarius ADF Std\n",
      "Engebrechtre\n",
      "Sorts Mill Goudy\n",
      "Eagle Lake\n",
      "TakaoPGothic\n",
      "Square Route BRK\n",
      "Mlurmlry\n",
      "Crete Round\n",
      "Average\n",
      "DejaVu Sans\n",
      "Alike\n",
      "Vesper Libre\n",
      "Dignity Of Labour\n",
      "Gorditas\n",
      "Bramalea Beauty\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.font_manager\n",
    "for f in matplotlib.font_manager.fontManager.ttflist:\n",
    "    print(f.name)"
   ]
  }
 ],
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