{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/bredin/Python/tmp-cab9fff2ebeb8a45/lib/python3.4/site-packages/matplotlib-1.4.3-py3.4-macosx-10.10-x86_64.egg/matplotlib/mathtext.py:47: UserWarning: Due to a bug in pyparsing <= 2.0.0 on Python 3.x, packrat parsing has been disabled.  Mathtext rendering will be much slower as a result.  Install pyparsing 2.0.0 or later to improve performance.\n",
      "  warn(\"Due to a bug in pyparsing <= 2.0.0 on Python 3.x, packrat parsing \"\n"
     ]
    }
   ],
   "source": [
    "%pylab inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Game of Thrones TVD Plugin"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Install"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following command will install **GameOfThrones TVD plugin** (and **TVD** if it is missing)\n",
    "```bash\n",
    "pip install TVDGameOfThrones\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This will install additional dependencies for visualizing resources in Jupyter/IPython notebook:\n",
    "```bash\n",
    "pip install \"tvd[notebook]\"\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download all resources"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following command will download all resources for **Game Of Thrones** into `/tmp/` directory.\n",
    "```bash\n",
    "python -m tvd.create metadata /tmp/ GameOfThrones\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Available resources"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Initialize GameOfThrones TVD plugin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "IN CASE YOU USE 'outline_www' RESOURCES, PLEASE CONSIDER CITING:\n",
      "@misc{wikia,\n",
      "    title = {{Game of Thrones Wiki}},\n",
      "    howpublished = \\url{http://gameofthrones.wikia.com/}\n",
      "}\n",
      "\n",
      "\n",
      "IN CASE YOU USE 'transcript' RESOURCES, PLEASE CONSIDER CITING:\n",
      "@misc{foreverdreaming,\n",
      "    title = {{Forever Dreaming}},\n",
      "    howpublished = \\url{http://foreverdreaming.org/}\n",
      "}\n",
      "\n",
      "\n",
      "IN CASE YOU USE 'transcript_www' RESOURCES, PLEASE CONSIDER CITING:\n",
      "@misc{foreverdreaming,\n",
      "    title = {{Forever Dreaming}},\n",
      "    howpublished = \\url{http://foreverdreaming.org/}\n",
      "}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "from tvd import GameOfThrones\n",
    "gameOfThrones = GameOfThrones('/tmp')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get first episode"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Episode(series='GameOfThrones', season=1, episode=1)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "episode = gameOfThrones.episodes[0]\n",
    "episode"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Segmentation into scenes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Provides:\n",
    "- manual segmentation into scenes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/bredin/Python/tmp-cab9fff2ebeb8a45/lib/python3.4/site-packages/matplotlib-1.4.3-py3.4-macosx-10.10-x86_64.egg/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n",
      "  if self._edgecolors == str('face'):\n"
     ]
    },
    {
     "data": {
      "image/png": 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WFhby1ltvZVJSEpctW8bs7GympKQwKyuLXbt2ZUhICLt27cr09HRGR0ezpKSEHo+HFRUV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\nCT169MDUqVNRXV2NqqoqzJo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      "text/plain": [
       "<pyannote.core.annotation.Annotation at 0x106beeb38>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scenes = gameOfThrones.get_resource('scenes', episode)\n",
    "scenes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Outlines"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Source: http://gameofthrones.wikia.com/  \n",
    "Provides \n",
    "  - scene summary\n",
    "\n",
    "Does not provide timestamps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<g id=\"a_edge49\"><a xlink:title=\"[scene] Dany and Drogo at their wedding reception On the beach near Pentos, the barbaric wedding of Khal Drogo and Daenerys is held. There is feasting and dancing, as the young bride looks on with trepidation. Viserys asks when they can start planning the invasion of Westeros, but Illyrio replies that the Dothraki do things in their own time, and will only make war when their omens favor it. Viserys is unimpressed by their omens.\\n Amid the savage festivities, two Dothraki get into an altercation over a girl; the two men pummel each other first with fists, then swords are drawn and one kills the other. Illyrio tells Viserys that a Dothraki wedding without at least three deaths is considered a dull affair.\\n Daenerys and Drogo are given many gifts. Drogo is pleased to see &quot;Jorah the Andal&quot;, a noted warrior from Daenerys&#39;s own country. He introduces himself as Ser Jorah Mormont of Bear Island. He gifts Daenerys with books of songs and stories from the Seven Kingdoms. He says he is loyal to the true king of Westeros and hopes to always serve him. Viserys accepts his offer.\\n Illyrio then presents his gift: three spherical, stone objects. He tells Daenerys that they are reportedly dragon eggs, from the Shadow Lands beyond Asshai. The centuries have turned them to stone, but they are still beautiful. Daenerys is impressed by the gift.\\n Drogo declares the feasting done and gives Daenerys his own gift to her: a beautiful white horse. She asks Jorah how to say, &quot;Thank you,&quot; in Dothraki, but he replies that there is no such phrase in their language. Drogo lifts her onto the horse and they prepare to ride off. Viserys urges her to make him happy.\\n\">\n",
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       "<g id=\"a_edge62&#45;label\"><a xlink:title=\"[scene] The Stark family and retainers greet the royal party The Stark family members and their retainers gather ahead of the royal party&#39;s arrival. Catelyn is puzzled by Arya&#39;s absence, but she manages to arrive ahead of the party. Eddard admonishes her.\\n The royal party arrives. Robb notes a smile exchanged between Prince Joffrey and Sansa. Arya starts identifying members of the royal party, but Sansa tells her to shut up. Eddard watches in slight bemusement as King Robert, who is a portly man, requires help to dismount his horse. He greets Eddard by telling him he&#39;s gotten fat. When Eddard raises a questioning eyebrow at the king&#39;s own girth, they both burst into laughter. Robert greets Catelyn and the children warmly, telling Sansa she is a beauty and Bran that he will be a soldier. Queen Cersei also greets the Starks, though more reservedly. Robert asks Eddard to take him to the crypts so he can pay his respects. Cersei objects, pointing out they have been on the road for a month, but Robert ignores her.\\n As Robert and Eddard leave, Arya ponders where &#39;the Imp&#39; is. Overhearing, an annoyed Cersei tells Jaime to go and find their missing brother.\\n\">\n",
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       "</g>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<pyannote.core.transcription.Transcription at 0x106dfd320>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "outline_www = gameOfThrones.get_resource('outline_www', episode)\n",
    "outline_www"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Transcripts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Source: http://foreverdreaming.org/  \n",
    "Provides:\n",
    "\n",
    "  - speaker label\n",
    "  - speech content\n",
    "\n",
    "Does not provide timestamps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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       "<!-- KK -->\n",
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       "<!-- TY&#45;&gt;TZ -->\n",
       "<g id=\"edge382\" class=\"edge\"><title>TY&#45;&gt;TZ</title>\n",
       "<g id=\"a_edge382\"><a xlink:title=\"[speech] I&#39;ll say, &#39;Listen, fat man, you are not taking my husband anywhere. He belongs to me now.&#39;[speaker] CATELYN_STARK\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M98542.8,-26.8006C98591.2,-26.8006 98710.3,-26.8006 98766.4,-26.8006\"/>\n",
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       "<g id=\"a_edge382&#45;label\"><a xlink:title=\"[speech] I&#39;ll say, &#39;Listen, fat man, you are not taking my husband anywhere. He belongs to me now.&#39;[speaker] CATELYN_STARK\">\n",
       "<text text-anchor=\"start\" x=\"98563.5\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"98611.5\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">I&#39;ll say, &#39;Listen, fat man,...</text>\n",
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       "<!-- FD -->\n",
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       "<ellipse fill=\"none\" stroke=\"black\" cx=\"28267\" cy=\"-26.8006\" rx=\"21.3236\" ry=\"21.3236\"/>\n",
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       "<!-- FE -->\n",
       "<g id=\"node569\" class=\"node\"><title>FE</title>\n",
       "<g id=\"a_node569\"><a xlink:title=\"FE\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"28348.3\" cy=\"-26.8006\" rx=\"20.3544\" ry=\"20.3544\"/>\n",
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       "<!-- FD&#45;&gt;FE -->\n",
       "<g id=\"edge66\" class=\"edge\"><title>FD&#45;&gt;FE</title>\n",
       "<g id=\"a_edge66\"><a xlink:title=\" \">\n",
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       "<!-- MV -->\n",
       "<g id=\"node68\" class=\"node\"><title>MV</title>\n",
       "<g id=\"a_node68\"><a xlink:title=\"MV\">\n",
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       "<text text-anchor=\"middle\" x=\"64671.9\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">MV</text>\n",
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       "<!-- MV&#45;&gt;MW -->\n",
       "<g id=\"edge67\" class=\"edge\"><title>MV&#45;&gt;MW</title>\n",
       "<g id=\"a_edge67\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M64696.6,-26.8006C64705.4,-26.8006 64715.7,-26.8006 64725.3,-26.8006\"/>\n",
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       "<!-- N -->\n",
       "<g id=\"node69\" class=\"node\"><title>N</title>\n",
       "<g id=\"a_node69\"><a xlink:title=\"N\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2433\" cy=\"-26.8006\" rx=\"18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2433\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">N</text>\n",
       "</a>\n",
       "</g>\n",
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       "<!-- O -->\n",
       "<g id=\"node103\" class=\"node\"><title>O</title>\n",
       "<g id=\"a_node103\"><a xlink:title=\"O\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"2508.5\" cy=\"-26.8006\" rx=\"18\" ry=\"18\"/>\n",
       "<text text-anchor=\"middle\" x=\"2508.5\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">O</text>\n",
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       "<!-- N&#45;&gt;O -->\n",
       "<g id=\"edge350\" class=\"edge\"><title>N&#45;&gt;O</title>\n",
       "<g id=\"a_edge350\"><a xlink:title=\" \">\n",
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       "<g id=\"a_edge350&#45;label\"><a xlink:title=\" \">\n",
       "<text text-anchor=\"middle\" x=\"2470.75\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
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       "</g>\n",
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       "<!-- WI -->\n",
       "<g id=\"node201\" class=\"node\"><title>WI</title>\n",
       "<g id=\"a_node201\"><a xlink:title=\"WI\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"110175\" cy=\"-26.8006\" rx=\"21.2978\" ry=\"21.2978\"/>\n",
       "<text text-anchor=\"middle\" x=\"110175\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">WI</text>\n",
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       "<!-- WH&#45;&gt;WI -->\n",
       "<g id=\"edge403\" class=\"edge\"><title>WH&#45;&gt;WI</title>\n",
       "<g id=\"a_edge403\"><a xlink:title=\" \">\n",
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       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- AW -->\n",
       "<g id=\"node71\" class=\"node\"><title>AW</title>\n",
       "<g id=\"a_node71\"><a xlink:title=\"AW\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8362.05\" cy=\"-26.8006\" rx=\"24.2734\" ry=\"24.2734\"/>\n",
       "<text text-anchor=\"middle\" x=\"8362.05\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">AW</text>\n",
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       "<!-- AX -->\n",
       "<g id=\"node425\" class=\"node\"><title>AX</title>\n",
       "<g id=\"a_node425\"><a xlink:title=\"AX\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"8666.07\" cy=\"-26.8006\" rx=\"22.7601\" ry=\"22.7601\"/>\n",
       "<text text-anchor=\"middle\" x=\"8666.07\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">AX</text>\n",
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       "<!-- AW&#45;&gt;AX -->\n",
       "<g id=\"edge71\" class=\"edge\"><title>AW&#45;&gt;AX</title>\n",
       "<g id=\"a_edge71\"><a xlink:title=\"[speech] Lord Stark. My lady. A guardsman just rode in from the hills. They&#39;ve captured a deserter from the Night&#39;s Watch.[speaker] RODRIK_CASSEL\">\n",
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       "<g id=\"a_edge71&#45;label\"><a xlink:title=\"[speech] Lord Stark. My lady. A guardsman just rode in from the hills. They&#39;ve captured a deserter from the Night&#39;s Watch.[speaker] RODRIK_CASSEL\">\n",
       "<text text-anchor=\"start\" x=\"8407.69\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"8455.64\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Lord Stark. My lady. A guar...</text>\n",
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       "<!-- BZ -->\n",
       "<g id=\"node72\" class=\"node\"><title>BZ</title>\n",
       "<g id=\"a_node72\"><a xlink:title=\"BZ\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"13739.3\" cy=\"-26.8006\" rx=\"21.315\" ry=\"21.315\"/>\n",
       "<text text-anchor=\"middle\" x=\"13739.3\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">BZ</text>\n",
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       "<!-- CA -->\n",
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       "<g id=\"a_node592\"><a xlink:title=\"CA\">\n",
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       "<text text-anchor=\"middle\" x=\"13822.6\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">CA</text>\n",
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       "<!-- BZ&#45;&gt;CA -->\n",
       "<g id=\"edge72\" class=\"edge\"><title>BZ&#45;&gt;CA</title>\n",
       "<g id=\"a_edge72\"><a xlink:title=\" \">\n",
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       "<!-- IP -->\n",
       "<g id=\"node73\" class=\"node\"><title>IP</title>\n",
       "<g id=\"a_node73\"><a xlink:title=\"IP\">\n",
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       "<!-- IP&#45;&gt;IQ -->\n",
       "<g id=\"edge73\" class=\"edge\"><title>IP&#45;&gt;IQ</title>\n",
       "<g id=\"a_edge73\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M44578.6,-26.8006C44587.2,-26.8006 44597.9,-26.8006 44607.8,-26.8006\"/>\n",
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       "<!-- CY -->\n",
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       "<ellipse fill=\"none\" stroke=\"black\" cx=\"18217.9\" cy=\"-26.8006\" rx=\"22.2841\" ry=\"22.2841\"/>\n",
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       "<!-- CZ -->\n",
       "<g id=\"node637\" class=\"node\"><title>CZ</title>\n",
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       "<!-- CY&#45;&gt;CZ -->\n",
       "<g id=\"edge74\" class=\"edge\"><title>CY&#45;&gt;CZ</title>\n",
       "<g id=\"a_edge74\"><a xlink:title=\"[speech] What is it?[speaker] JON_SNOW\">\n",
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       "<!-- IG -->\n",
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       "<!-- IF&#45;&gt;IG -->\n",
       "<g id=\"edge75\" class=\"edge\"><title>IF&#45;&gt;IG</title>\n",
       "<g id=\"a_edge75\"><a xlink:title=\" \">\n",
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       "<!-- MF -->\n",
       "<g id=\"node76\" class=\"node\"><title>MF</title>\n",
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       "<!-- MG -->\n",
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       "<!-- MF&#45;&gt;MG -->\n",
       "<g id=\"edge76\" class=\"edge\"><title>MF&#45;&gt;MG</title>\n",
       "<g id=\"a_edge76\"><a xlink:title=\" \">\n",
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       "<!-- WF&#45;&gt;WG -->\n",
       "<g id=\"edge78\" class=\"edge\"><title>WF&#45;&gt;WG</title>\n",
       "<g id=\"a_edge78\"><a xlink:title=\" \">\n",
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       "<g id=\"a_edge91\"><a xlink:title=\"[speech] Illyrio is no fool. He knows I won&#39;t forget my friends when I come into my throne. You still slouch. Let me see. You have a woman&#39;s body now. I need you to be perfect today. Can you do that for me? You don&#39;t want to wake the dragon, do you?[speaker] VISERYS_TARGARYEN\">\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M91724.8,-26.8006C91765.9,-26.8006 91854.4,-26.8006 91901.3,-26.8006\"/>\n",
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       "<text text-anchor=\"start\" x=\"91794.2\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">No, Your Grace.</text>\n",
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       "<!-- RI -->\n",
       "<g id=\"node101\" class=\"node\"><title>RI</title>\n",
       "<g id=\"a_node101\"><a xlink:title=\"RI\">\n",
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       "<!-- RJ -->\n",
       "<g id=\"node380\" class=\"node\"><title>RJ</title>\n",
       "<g id=\"a_node380\"><a xlink:title=\"RJ\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"86789.4\" cy=\"-26.8006\" rx=\"19.3939\" ry=\"19.3939\"/>\n",
       "<text text-anchor=\"middle\" x=\"86789.4\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">RJ</text>\n",
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       "<!-- RI&#45;&gt;RJ -->\n",
       "<g id=\"edge9\" class=\"edge\"><title>RI&#45;&gt;RJ</title>\n",
       "<g id=\"a_edge9\"><a xlink:title=\"[speech] The two he was with are still missing.[speaker] BENJEN_STARK\">\n",
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       "<text text-anchor=\"start\" x=\"86584.7\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">The two he was with are sti...</text>\n",
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       "<!-- NB -->\n",
       "<g id=\"node102\" class=\"node\"><title>NB</title>\n",
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       "<!-- NC -->\n",
       "<g id=\"node551\" class=\"node\"><title>NC</title>\n",
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       "<!-- NB&#45;&gt;NC -->\n",
       "<g id=\"edge103\" class=\"edge\"><title>NB&#45;&gt;NC</title>\n",
       "<g id=\"a_edge103\"><a xlink:title=\" \">\n",
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       "<text text-anchor=\"middle\" x=\"65888.9\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
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       "<!-- O&#45;&gt;P -->\n",
       "<g id=\"edge588\" class=\"edge\"><title>O&#45;&gt;P</title>\n",
       "<g id=\"a_edge588\"><a xlink:title=\"[speech] You don&#39;t think he&#39;ll ask us how they died? Get back on your horse.[speaker] WAYMAR_ROYCE\">\n",
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       "<g id=\"a_edge588&#45;label\"><a xlink:title=\"[speech] You don&#39;t think he&#39;ll ask us how they died? Get back on your horse.[speaker] WAYMAR_ROYCE\">\n",
       "<text text-anchor=\"start\" x=\"2547.5\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"2595.46\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">You don&#39;t think he&#39;ll ask u...</text>\n",
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       "<!-- XD -->\n",
       "<g id=\"node104\" class=\"node\"><title>XD</title>\n",
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       "<!-- XE -->\n",
       "<g id=\"node349\" class=\"node\"><title>XE</title>\n",
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       "<!-- XD&#45;&gt;XE -->\n",
       "<g id=\"edge128\" class=\"edge\"><title>XD&#45;&gt;XE</title>\n",
       "<g id=\"a_edge128\"><a xlink:title=\" \">\n",
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       "<!-- SD -->\n",
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       "<!-- SC&#45;&gt;SD -->\n",
       "<g id=\"edge107\" class=\"edge\"><title>SC&#45;&gt;SD</title>\n",
       "<g id=\"a_edge107\"><a xlink:title=\"[speech] Hello, little dove. But you are a beauty. How old are you?[speaker] CERSEI_LANNISTER\">\n",
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       "<!-- VS -->\n",
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       "<!-- MD&#45;&gt;ME -->\n",
       "<g id=\"edge112\" class=\"edge\"><title>MD&#45;&gt;ME</title>\n",
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       "<!-- WW -->\n",
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       "<!-- WW&#45;&gt;WX -->\n",
       "<g id=\"edge113\" class=\"edge\"><title>WW&#45;&gt;WX</title>\n",
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       "<!-- AZ -->\n",
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       "<!-- AY&#45;&gt;AZ -->\n",
       "<g id=\"edge114\" class=\"edge\"><title>AY&#45;&gt;AZ</title>\n",
       "<g id=\"a_edge114\"><a xlink:title=\"[speech] Get the lads to saddle their horses.[speaker] EDDARD_STARK\">\n",
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       "</g>\n",
       "<!-- MJ -->\n",
       "<g id=\"node114\" class=\"node\"><title>MJ</title>\n",
       "<g id=\"a_node114\"><a xlink:title=\"MJ\">\n",
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       "<!-- MJ&#45;&gt;MK -->\n",
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       "<g id=\"a_edge115\"><a xlink:title=\"[speech] I&#39;m not trying to honor you. I&#39;m trying to get you to run my kingdom while I eat, drink, and whore my way to an early grave. Damn it, Ned, stand up. You helped me win the Iron Throne, now help me keep the damn thing. We were meant to rule together. If your sister had lived, we would have been bound by blood. Well, it&#39;s not too late. I have a son, you have a daughter. We&#39;ll join our Houses.[speaker] ROBERT_BARATHEON\">\n",
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       "<!-- EH -->\n",
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       "<!-- EI -->\n",
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       "<g id=\"edge116\" class=\"edge\"><title>EH&#45;&gt;EI</title>\n",
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       "<!-- LG -->\n",
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       "<!-- LF&#45;&gt;LG -->\n",
       "<g id=\"edge117\" class=\"edge\"><title>LF&#45;&gt;LG</title>\n",
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       "<!-- MM -->\n",
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       "<!-- MM&#45;&gt;MN -->\n",
       "<g id=\"edge118\" class=\"edge\"><title>MM&#45;&gt;MN</title>\n",
       "<g id=\"a_edge118\"><a xlink:title=\"[speech] We&#39;ve been his guests for over a year and he&#39;s never asked us for anything.[speaker] DAENERYS_TARGARYEN\">\n",
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       "<!-- XJ -->\n",
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       "<g id=\"a_edge98\"><a xlink:title=\"[speech] A family trait. Now, the Starks are feasting us at sundown. Don&#39;t leave me alone with these people.[speaker] JAIME_LANNISTER\">\n",
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       "<!-- FI -->\n",
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       "<!-- FJ -->\n",
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       "<!-- FI&#45;&gt;FJ -->\n",
       "<g id=\"edge147\" class=\"edge\"><title>FI&#45;&gt;FJ</title>\n",
       "<g id=\"a_edge147\"><a xlink:title=\"[speech] You should be the Hand of the king.[speaker] CERSEI_LANNISTER\">\n",
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       "<!-- UE -->\n",
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       "<!-- AH -->\n",
       "<g id=\"node613\" class=\"node\"><title>AH</title>\n",
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       "<!-- AG&#45;&gt;AH -->\n",
       "<g id=\"edge149\" class=\"edge\"><title>AG&#45;&gt;AH</title>\n",
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       "<text text-anchor=\"start\" x=\"5640.79\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">And your mother.</text>\n",
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       "<!-- BS -->\n",
       "<g id=\"node149\" class=\"node\"><title>BS</title>\n",
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       "<!-- BT -->\n",
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       "<!-- BS&#45;&gt;BT -->\n",
       "<g id=\"edge150\" class=\"edge\"><title>BS&#45;&gt;BT</title>\n",
       "<g id=\"a_edge150\"><a xlink:title=\"[speech] Forgive me, lord.[speaker] WILL\">\n",
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       "<!-- AU&#45;&gt;AV -->\n",
       "<g id=\"edge151\" class=\"edge\"><title>AU&#45;&gt;AV</title>\n",
       "<g id=\"a_edge151\"><a xlink:title=\"[speech] Quick, Bran, faster![speaker] ROBB_STARK\">\n",
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       "<!-- KO -->\n",
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       "<!-- KO&#45;&gt;KP -->\n",
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       "<g id=\"a_edge178\"><a xlink:title=\"[speech] The queen has two brothers?[speaker] ROS\">\n",
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       "<text text-anchor=\"start\" x=\"53678.9\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">The queen has two brothers?</text>\n",
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       "<!-- GI -->\n",
       "<g id=\"node181\" class=\"node\"><title>GI</title>\n",
       "<g id=\"a_node181\"><a xlink:title=\"GI\">\n",
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       "<!-- GI&#45;&gt;GJ -->\n",
       "<g id=\"edge179\" class=\"edge\"><title>GI&#45;&gt;GJ</title>\n",
       "<g id=\"a_edge179\"><a xlink:title=\"[speech] We need plenty of candles for Lord Tyrion&#39;s chamber. I&#39;m told he reads all night.[speaker] CATELYN_STARK\">\n",
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       "<!-- TE -->\n",
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       "<g id=\"a_node182\"><a xlink:title=\"TE\">\n",
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       "<!-- TF -->\n",
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       "<!-- TE&#45;&gt;TF -->\n",
       "<g id=\"edge180\" class=\"edge\"><title>TE&#45;&gt;TF</title>\n",
       "<g id=\"a_edge180\"><a xlink:title=\"[speech] I&#39;m sure we&#39;ll have a tournament to celebrate the new title, if you accept. It would be good to have you in the field. The competition has become a bit stale.[speaker] JAIME_LANNISTER\">\n",
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       "<g id=\"a_edge180&#45;label\"><a xlink:title=\"[speech] I&#39;m sure we&#39;ll have a tournament to celebrate the new title, if you accept. It would be good to have you in the field. The competition has become a bit stale.[speaker] JAIME_LANNISTER\">\n",
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       "<text text-anchor=\"start\" x=\"95051.6\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">I&#39;m sure we&#39;ll have a tourn...</text>\n",
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       "<!-- MQ&#45;&gt;MR -->\n",
       "<g id=\"edge181\" class=\"edge\"><title>MQ&#45;&gt;MR</title>\n",
       "<g id=\"a_edge181\"><a xlink:title=\"[speech] No.[speaker] DAENERYS_TARGARYEN\">\n",
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       "<!-- VF&#45;&gt;VG -->\n",
       "<g id=\"edge182\" class=\"edge\"><title>VF&#45;&gt;VG</title>\n",
       "<g id=\"a_edge182\"><a xlink:title=\" \">\n",
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       "<!-- KW -->\n",
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       "<!-- KX -->\n",
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       "<!-- KW&#45;&gt;KX -->\n",
       "<g id=\"edge183\" class=\"edge\"><title>KW&#45;&gt;KX</title>\n",
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       "<!-- PX -->\n",
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       "<g id=\"edge497\" class=\"edge\"><title>II&#45;&gt;IJ</title>\n",
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       "<!-- J -->\n",
       "<g id=\"node547\" class=\"node\"><title>J</title>\n",
       "<g id=\"a_node547\"><a xlink:title=\"J\">\n",
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       "<!-- I&#45;&gt;J -->\n",
       "<g id=\"edge200\" class=\"edge\"><title>I&#45;&gt;J</title>\n",
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       "<!-- OK -->\n",
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       "<!-- OK&#45;&gt;OL -->\n",
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       "<!-- AT -->\n",
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       "<!-- IL -->\n",
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       "<!-- IL&#45;&gt;IM -->\n",
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       "<!-- DU&#45;&gt;DV -->\n",
       "<g id=\"edge203\" class=\"edge\"><title>DU&#45;&gt;DV</title>\n",
       "<g id=\"a_edge203\"><a xlink:title=\"[speech] Better a quick death. They won&#39;t last without their mother.[speaker] EDDARD_STARK\">\n",
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       "<g id=\"a_edge260&#45;label\"><a xlink:title=\"[speech] You left your home to come here. And I&#39;d be queen someday. Please make father say yes.[speaker] SANSA_STARK\">\n",
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       "<!-- DA&#45;&gt;DB -->\n",
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       "<!-- XW -->\n",
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       "<g id=\"a_edge531\"><a xlink:title=\"[speech] Thank you, Magister.[speaker] DAENERYS_TARGARYEN\">\n",
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       "<!-- HI -->\n",
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       "<!-- HJ -->\n",
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       "<g id=\"a_edge318\"><a xlink:title=\"[speech] But he&#39;s coming right now! Down our road![speaker] BRAN_STARK\">\n",
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       "</g>\n",
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       "<!-- LV -->\n",
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       "<!-- LU&#45;&gt;LV -->\n",
       "<g id=\"edge363\" class=\"edge\"><title>LU&#45;&gt;LV</title>\n",
       "<g id=\"a_edge363\"><a xlink:title=\"[speech] I thought you might say that. But since we&#39;re short on time, Come on, girls. See you at sundown.[speaker] JAIME_LANNISTER\">\n",
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       "</g>\n",
       "<!-- ON -->\n",
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       "<!-- ON&#45;&gt;OO -->\n",
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       "<!-- WU -->\n",
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       "<!-- WT&#45;&gt;WU -->\n",
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       "<!-- BE -->\n",
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       "<!-- KV -->\n",
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       "<!-- KU&#45;&gt;KV -->\n",
       "<g id=\"edge347\" class=\"edge\"><title>KU&#45;&gt;KV</title>\n",
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       "<!-- QO&#45;&gt;QP -->\n",
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       "<!-- SO&#45;&gt;SP -->\n",
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       "<!-- XE&#45;&gt;XF -->\n",
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       "<g id=\"edge357\" class=\"edge\"><title>GY&#45;&gt;GZ</title>\n",
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       "<!-- H&#45;&gt;I -->\n",
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       "<!-- NJ -->\n",
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       "<!-- WX&#45;&gt;WY -->\n",
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       "<!-- GE&#45;&gt;GF -->\n",
       "<g id=\"edge374\" class=\"edge\"><title>GE&#45;&gt;GF</title>\n",
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       "<!-- HQ&#45;&gt;HR -->\n",
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       "<!-- LX -->\n",
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       "<!-- LX&#45;&gt;LY -->\n",
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       "<!-- FP -->\n",
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       "<!-- JV -->\n",
       "<g id=\"node383\" class=\"node\"><title>JV</title>\n",
       "<g id=\"a_node383\"><a xlink:title=\"JV\">\n",
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       "<!-- JV&#45;&gt;JW -->\n",
       "<g id=\"edge65\" class=\"edge\"><title>JV&#45;&gt;JW</title>\n",
       "<g id=\"a_edge65\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M50200.4,-26.8006C50209.1,-26.8006 50219.6,-26.8006 50229.4,-26.8006\"/>\n",
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       "<!-- PZ -->\n",
       "<g id=\"node439\" class=\"node\"><title>PZ</title>\n",
       "<g id=\"a_node439\"><a xlink:title=\"PZ\">\n",
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       "<!-- PY&#45;&gt;PZ -->\n",
       "<g id=\"edge383\" class=\"edge\"><title>PY&#45;&gt;PZ</title>\n",
       "<g id=\"a_edge383\"><a xlink:title=\"[speech] I&#39;m ready to swear your oath.[speaker] JON_SNOW\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M79662.7,-26.8006C79713.6,-26.8006 79845.3,-26.8006 79904.9,-26.8006\"/>\n",
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       "<text text-anchor=\"start\" x=\"79731.8\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">I&#39;m ready to swear your oath.</text>\n",
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       "<!-- UM -->\n",
       "<g id=\"node653\" class=\"node\"><title>UM</title>\n",
       "<g id=\"a_node653\"><a xlink:title=\"UM\">\n",
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       "<!-- UL&#45;&gt;UM -->\n",
       "<g id=\"edge384\" class=\"edge\"><title>UL&#45;&gt;UM</title>\n",
       "<g id=\"a_edge384\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M100963,-26.8006C100972,-26.8006 100982,-26.8006 100992,-26.8006\"/>\n",
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       "<text text-anchor=\"middle\" x=\"100983\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
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       "<!-- OQ -->\n",
       "<g id=\"node520\" class=\"node\"><title>OQ</title>\n",
       "<g id=\"a_node520\"><a xlink:title=\"OQ\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"73452.8\" cy=\"-26.8006\" rx=\"22.7601\" ry=\"22.7601\"/>\n",
       "<text text-anchor=\"middle\" x=\"73452.8\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">OQ</text>\n",
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       "<!-- OP&#45;&gt;OQ -->\n",
       "<g id=\"edge385\" class=\"edge\"><title>OP&#45;&gt;OQ</title>\n",
       "<g id=\"a_edge385\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M73390.6,-26.8006C73399.4,-26.8006 73409.8,-26.8006 73419.5,-26.8006\"/>\n",
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       "</g>\n",
       "<g id=\"a_edge385&#45;label\"><a xlink:title=\" \">\n",
       "<text text-anchor=\"middle\" x=\"73410.2\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
       "</a>\n",
       "</g>\n",
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       "<!-- VV -->\n",
       "<g id=\"node387\" class=\"node\"><title>VV</title>\n",
       "<g id=\"a_node387\"><a xlink:title=\"VV\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"107760\" cy=\"-26.8006\" rx=\"22.7601\" ry=\"22.7601\"/>\n",
       "<text text-anchor=\"middle\" x=\"107760\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">VV</text>\n",
       "</a>\n",
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       "<!-- VW -->\n",
       "<g id=\"node557\" class=\"node\"><title>VW</title>\n",
       "<g id=\"a_node557\"><a xlink:title=\"VW\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"107847\" cy=\"-26.8006\" rx=\"24.6814\" ry=\"24.6814\"/>\n",
       "<text text-anchor=\"middle\" x=\"107847\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">VW</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- VV&#45;&gt;VW -->\n",
       "<g id=\"edge386\" class=\"edge\"><title>VV&#45;&gt;VW</title>\n",
       "<g id=\"a_edge386\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M107783,-26.8006C107791,-26.8006 107802,-26.8006 107812,-26.8006\"/>\n",
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       "<g id=\"a_edge386&#45;label\"><a xlink:title=\" \">\n",
       "<text text-anchor=\"middle\" x=\"107802\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
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       "</g>\n",
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       "<!-- SL -->\n",
       "<g id=\"node555\" class=\"node\"><title>SL</title>\n",
       "<g id=\"a_node555\"><a xlink:title=\"SL\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"91619\" cy=\"-26.8006\" rx=\"20.3544\" ry=\"20.3544\"/>\n",
       "<text text-anchor=\"middle\" x=\"91619\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">SL</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- SK&#45;&gt;SL -->\n",
       "<g id=\"edge387\" class=\"edge\"><title>SK&#45;&gt;SL</title>\n",
       "<g id=\"a_edge387\"><a xlink:title=\"[speech] And have you bled yet?[speaker] CERSEI_LANNISTER\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M91375.8,-26.8006C91422.1,-26.8006 91534.5,-26.8006 91588.3,-26.8006\"/>\n",
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       "<g id=\"a_edge387&#45;label\"><a xlink:title=\"[speech] And have you bled yet?[speaker] CERSEI_LANNISTER\">\n",
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       "<text text-anchor=\"start\" x=\"91445.1\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">And have you bled yet?</text>\n",
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       "<!-- NY -->\n",
       "<g id=\"node389\" class=\"node\"><title>NY</title>\n",
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       "<!-- NZ -->\n",
       "<g id=\"node604\" class=\"node\"><title>NZ</title>\n",
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       "<text text-anchor=\"middle\" x=\"70314.9\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">NZ</text>\n",
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       "<!-- NY&#45;&gt;NZ -->\n",
       "<g id=\"edge388\" class=\"edge\"><title>NY&#45;&gt;NZ</title>\n",
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       "<!-- KE -->\n",
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       "<!-- KF -->\n",
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       "<!-- KE&#45;&gt;KF -->\n",
       "<g id=\"edge389\" class=\"edge\"><title>KE&#45;&gt;KF</title>\n",
       "<g id=\"a_edge389\"><a xlink:title=\"[speech] Mmh. It is true what they say about the Northern girls.[speaker] TYRION_LANNISTER\">\n",
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       "<!-- MI -->\n",
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       "<text text-anchor=\"middle\" x=\"62106.8\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">MI</text>\n",
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       "<!-- MH&#45;&gt;MI -->\n",
       "<g id=\"edge499\" class=\"edge\"><title>MH&#45;&gt;MI</title>\n",
       "<g id=\"a_edge499\"><a xlink:title=\" \">\n",
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       "<!-- VZ&#45;&gt;WA -->\n",
       "<g id=\"edge390\" class=\"edge\"><title>VZ&#45;&gt;WA</title>\n",
       "<g id=\"a_edge390\"><a xlink:title=\" \">\n",
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       "<!-- FC -->\n",
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       "<!-- FC&#45;&gt;FD -->\n",
       "<g id=\"edge391\" class=\"edge\"><title>FC&#45;&gt;FD</title>\n",
       "<g id=\"a_edge391\"><a xlink:title=\"[speech] But who would he tell?[speaker] JAIME_LANNISTER\">\n",
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       "<!-- XC&#45;&gt;XD -->\n",
       "<g id=\"edge392\" class=\"edge\"><title>XC&#45;&gt;XD</title>\n",
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       "<!-- SA&#45;&gt;SB -->\n",
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       "<!-- AI&#45;&gt;AJ -->\n",
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       "<g id=\"a_edge394\"><a xlink:title=\"[speech] Fine work, as always. Well done.[speaker] SEPTA_MORDANE\">\n",
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       "<!-- PL -->\n",
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       "<!-- FY&#45;&gt;FZ -->\n",
       "<g id=\"edge400\" class=\"edge\"><title>FY&#45;&gt;FZ</title>\n",
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       "<g id=\"a_edge424\"><a xlink:title=\"[speech] Don&#39;t look at me like that. Not his fault I didn&#39;t listen. I need you, Ned. Down at Kings Landing. Not up here, where you&#39;re no damn use to anybody. Lord Eddard Stark, I would name you the Hand of the king.[speaker] ROBERT_BARATHEON\">\n",
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       "<g id=\"a_edge424&#45;label\"><a xlink:title=\"[speech] Don&#39;t look at me like that. Not his fault I didn&#39;t listen. I need you, Ned. Down at Kings Landing. Not up here, where you&#39;re no damn use to anybody. Lord Eddard Stark, I would name you the Hand of the king.[speaker] ROBERT_BARATHEON\">\n",
       "<text text-anchor=\"start\" x=\"50623.7\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"50671.6\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Don&#39;t look at me like that....</text>\n",
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       "<text text-anchor=\"start\" x=\"50671.7\" y=\"-32.6006\" font-family=\"Times,serif\" font-size=\"14.00\">ROBERT_BARATHEON</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- XA&#45;&gt;XB -->\n",
       "<g id=\"edge425\" class=\"edge\"><title>XA&#45;&gt;XB</title>\n",
       "<g id=\"a_edge425\"><a xlink:title=\"[speech] It&#39;s not hunting if you pay for it.[speaker] SANDOR_CLEGANE\">\n",
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       "<g id=\"a_edge425&#45;label\"><a xlink:title=\"[speech] It&#39;s not hunting if you pay for it.[speaker] SANDOR_CLEGANE\">\n",
       "<text text-anchor=\"start\" x=\"113515\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"113563\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">It&#39;s not hunting if you pay...</text>\n",
       "<text text-anchor=\"start\" x=\"113514\" y=\"-33.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speaker</text>\n",
       "<text text-anchor=\"start\" x=\"113563\" y=\"-32.6006\" font-family=\"Times,serif\" font-size=\"14.00\">SANDOR_CLEGANE</text>\n",
       "</a>\n",
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       "</g>\n",
       "<!-- LK -->\n",
       "<g id=\"node435\" class=\"node\"><title>LK</title>\n",
       "<g id=\"a_node435\"><a xlink:title=\"LK\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"57570.5\" cy=\"-26.8006\" rx=\"21.791\" ry=\"21.791\"/>\n",
       "<text text-anchor=\"middle\" x=\"57570.5\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">LK</text>\n",
       "</a>\n",
       "</g>\n",
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       "<!-- LJ&#45;&gt;LK -->\n",
       "<g id=\"edge426\" class=\"edge\"><title>LJ&#45;&gt;LK</title>\n",
       "<g id=\"a_edge426\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M57509.3,-26.8006C57517.9,-26.8006 57528.4,-26.8006 57538.2,-26.8006\"/>\n",
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       "<g id=\"a_edge426&#45;label\"><a xlink:title=\" \">\n",
       "<text text-anchor=\"middle\" x=\"57528.9\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- SW&#45;&gt;SX -->\n",
       "<g id=\"edge427\" class=\"edge\"><title>SW&#45;&gt;SX</title>\n",
       "<g id=\"a_edge427\"><a xlink:title=\"[speech] Your daughter will do well in the capital. Such a beauty shouldn&#39;t stay hidden up here forever.[speaker] CERSEI_LANNISTER\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M93515,-26.8006C93567.7,-26.8006 93698.4,-26.8006 93758.2,-26.8006\"/>\n",
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       "<g id=\"a_edge427&#45;label\"><a xlink:title=\"[speech] Your daughter will do well in the capital. Such a beauty shouldn&#39;t stay hidden up here forever.[speaker] CERSEI_LANNISTER\">\n",
       "<text text-anchor=\"start\" x=\"93535.5\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"93583.4\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Your daughter will do well ...</text>\n",
       "<text text-anchor=\"start\" x=\"93535.2\" y=\"-33.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speaker</text>\n",
       "<text text-anchor=\"start\" x=\"93583.5\" y=\"-32.6006\" font-family=\"Times,serif\" font-size=\"14.00\">CERSEI_LANNISTER</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- BR&#45;&gt;BS -->\n",
       "<g id=\"edge428\" class=\"edge\"><title>BR&#45;&gt;BS</title>\n",
       "<g id=\"a_edge428\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M12371.6,-26.8006C12380.5,-26.8006 12391,-26.8006 12400.7,-26.8006\"/>\n",
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       "<g id=\"a_edge428&#45;label\"><a xlink:title=\" \">\n",
       "<text text-anchor=\"middle\" x=\"12391.2\" y=\"-29.6006\" font-family=\"Times,serif\" font-size=\"14.00\"> </text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- EG -->\n",
       "<g id=\"node431\" class=\"node\"><title>EG</title>\n",
       "<g id=\"a_node431\"><a xlink:title=\"EG\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"24085.6\" cy=\"-26.8006\" rx=\"21.791\" ry=\"21.791\"/>\n",
       "<text text-anchor=\"middle\" x=\"24085.6\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">EG</text>\n",
       "</a>\n",
       "</g>\n",
       "</g>\n",
       "<!-- EG&#45;&gt;EH -->\n",
       "<g id=\"edge480\" class=\"edge\"><title>EG&#45;&gt;EH</title>\n",
       "<g id=\"a_edge480\"><a xlink:title=\"[speech] I&#39;m sorry, Bran.[speaker] EDDARD_STARK\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M24107.6,-26.8006C24150.3,-26.8006 24246.9,-26.8006 24297,-26.8006\"/>\n",
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       "<g id=\"a_edge480&#45;label\"><a xlink:title=\"[speech] I&#39;m sorry, Bran.[speaker] EDDARD_STARK\">\n",
       "<text text-anchor=\"start\" x=\"24128.5\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"24176.5\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">I&#39;m sorry, Bran.</text>\n",
       "<text text-anchor=\"start\" x=\"24128.1\" y=\"-33.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speaker</text>\n",
       "<text text-anchor=\"start\" x=\"24176.5\" y=\"-32.6006\" font-family=\"Times,serif\" font-size=\"14.00\">EDDARD_STARK</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- SR -->\n",
       "<g id=\"node476\" class=\"node\"><title>SR</title>\n",
       "<g id=\"a_node476\"><a xlink:title=\"SR\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"92706\" cy=\"-26.8006\" rx=\"20.8476\" ry=\"20.8476\"/>\n",
       "<text text-anchor=\"middle\" x=\"92706\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">SR</text>\n",
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       "<!-- SQ&#45;&gt;SR -->\n",
       "<g id=\"edge422\" class=\"edge\"><title>SQ&#45;&gt;SR</title>\n",
       "<g id=\"a_edge422\"><a xlink:title=\"[speech] Such talent. You must make something for me.[speaker] CERSEI_LANNISTER\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M92425.3,-26.8006C92477.3,-26.8006 92613.9,-26.8006 92674.9,-26.8006\"/>\n",
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       "<g id=\"a_edge422&#45;label\"><a xlink:title=\"[speech] Such talent. You must make something for me.[speaker] CERSEI_LANNISTER\">\n",
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       "<text text-anchor=\"start\" x=\"92493.9\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Such talent. You must make ...</text>\n",
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       "</g>\n",
       "<!-- KQ -->\n",
       "<g id=\"node433\" class=\"node\"><title>KQ</title>\n",
       "<g id=\"a_node433\"><a xlink:title=\"KQ\">\n",
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       "<text text-anchor=\"middle\" x=\"53965.6\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">KQ</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- KR -->\n",
       "<g id=\"node487\" class=\"node\"><title>KR</title>\n",
       "<g id=\"a_node487\"><a xlink:title=\"KR\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"54261.8\" cy=\"-26.8006\" rx=\"22.2841\" ry=\"22.2841\"/>\n",
       "<text text-anchor=\"middle\" x=\"54261.8\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">KR</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- KQ&#45;&gt;KR -->\n",
       "<g id=\"edge430\" class=\"edge\"><title>KQ&#45;&gt;KR</title>\n",
       "<g id=\"a_edge430\"><a xlink:title=\"[speech] There&#39;s the pretty one. And there&#39;s the clever one.[speaker] TYRION_LANNISTER\">\n",
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       "<g id=\"a_edge430&#45;label\"><a xlink:title=\"[speech] There&#39;s the pretty one. And there&#39;s the clever one.[speaker] TYRION_LANNISTER\">\n",
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       "</g>\n",
       "<!-- KB&#45;&gt;KC -->\n",
       "<g id=\"edge146\" class=\"edge\"><title>KB&#45;&gt;KC</title>\n",
       "<g id=\"a_edge146\"><a xlink:title=\" \">\n",
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       "<!-- LL -->\n",
       "<g id=\"node627\" class=\"node\"><title>LL</title>\n",
       "<g id=\"a_node627\"><a xlink:title=\"LL\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"57865.3\" cy=\"-26.8006\" rx=\"20.8218\" ry=\"20.8218\"/>\n",
       "<text text-anchor=\"middle\" x=\"57865.3\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">LL</text>\n",
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       "</g>\n",
       "</g>\n",
       "<!-- LK&#45;&gt;LL -->\n",
       "<g id=\"edge294\" class=\"edge\"><title>LK&#45;&gt;LL</title>\n",
       "<g id=\"a_edge294\"><a xlink:title=\"[speech] Should I explain to you the meaning of a closed door in a whorehouse, brother?[speaker] TYRION_LANNISTER\">\n",
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       "<text text-anchor=\"start\" x=\"57661.1\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Should I explain to you the...</text>\n",
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       "<!-- VR&#45;&gt;VS -->\n",
       "<g id=\"edge432\" class=\"edge\"><title>VR&#45;&gt;VS</title>\n",
       "<g id=\"a_edge432\"><a xlink:title=\" \">\n",
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       "<!-- CC -->\n",
       "<g id=\"node437\" class=\"node\"><title>CC</title>\n",
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       "<text text-anchor=\"middle\" x=\"14193.2\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">CC</text>\n",
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       "<!-- CD -->\n",
       "<g id=\"node643\" class=\"node\"><title>CD</title>\n",
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       "<!-- CC&#45;&gt;CD -->\n",
       "<g id=\"edge546\" class=\"edge\"><title>CC&#45;&gt;CD</title>\n",
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       "<!-- QQ -->\n",
       "<g id=\"node438\" class=\"node\"><title>QQ</title>\n",
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       "<!-- QQ&#45;&gt;QR -->\n",
       "<g id=\"edge185\" class=\"edge\"><title>QQ&#45;&gt;QR</title>\n",
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       "<!-- NG -->\n",
       "<g id=\"node579\" class=\"node\"><title>NG</title>\n",
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       "<!-- LH -->\n",
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       "<!-- LG&#45;&gt;LH -->\n",
       "<g id=\"edge437\" class=\"edge\"><title>LG&#45;&gt;LH</title>\n",
       "<g id=\"a_edge437\"><a xlink:title=\"[speech] Don&#39;t get up.[speaker] JAIME_LANNISTER\">\n",
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       "</g>\n",
       "<!-- LH&#45;&gt;LI -->\n",
       "<g id=\"edge438\" class=\"edge\"><title>LH&#45;&gt;LI</title>\n",
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       "<!-- WN -->\n",
       "<g id=\"node552\" class=\"node\"><title>WN</title>\n",
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       "<!-- WM&#45;&gt;WN -->\n",
       "<g id=\"edge440\" class=\"edge\"><title>WM&#45;&gt;WN</title>\n",
       "<g id=\"a_edge440\"><a xlink:title=\"[speech] No.[speaker] KHAL_DROGO\">\n",
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       "<!-- UQ&#45;&gt;UR -->\n",
       "<g id=\"edge441\" class=\"edge\"><title>UQ&#45;&gt;UR</title>\n",
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       "<!-- HU&#45;&gt;HV -->\n",
       "<g id=\"edge443\" class=\"edge\"><title>HU&#45;&gt;HV</title>\n",
       "<g id=\"a_edge443\"><a xlink:title=\"[speech] Where&#39;s Arya? Sansa, where&#39;s your sister?[speaker] CATELYN_STARK\">\n",
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       "<!-- QK -->\n",
       "<g id=\"node450\" class=\"node\"><title>QK</title>\n",
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       "<!-- QJ&#45;&gt;QK -->\n",
       "<g id=\"edge34\" class=\"edge\"><title>QJ&#45;&gt;QK</title>\n",
       "<g id=\"a_edge34\"><a xlink:title=\" \">\n",
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       "<!-- RS&#45;&gt;RT -->\n",
       "<g id=\"edge445\" class=\"edge\"><title>RS&#45;&gt;RT</title>\n",
       "<g id=\"a_edge445\"><a xlink:title=\"[speech] Robb boy. How are you?[speaker] BENJEN_STARK\">\n",
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       "<!-- CE -->\n",
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       "<!-- CE&#45;&gt;CF -->\n",
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       "<!-- CX&#45;&gt;CY -->\n",
       "<g id=\"edge70\" class=\"edge\"><title>CX&#45;&gt;CY</title>\n",
       "<g id=\"a_edge70\"><a xlink:title=\" \">\n",
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       "<!-- QK&#45;&gt;QL -->\n",
       "<g id=\"edge448\" class=\"edge\"><title>QK&#45;&gt;QL</title>\n",
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       "<!-- KN&#45;&gt;KO -->\n",
       "<g id=\"edge449\" class=\"edge\"><title>KN&#45;&gt;KO</title>\n",
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       "<!-- IS&#45;&gt;IT -->\n",
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       "<!-- RY&#45;&gt;RZ -->\n",
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       "<g id=\"a_edge90\"><a xlink:title=\"[speech] Yes. Lovely country.[speaker] CERSEI_LANNISTER\">\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M54284.6,-26.8006C54293.5,-26.8006 54304,-26.8006 54313.6,-26.8006\"/>\n",
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       "<!-- TZ&#45;&gt;UA -->\n",
       "<g id=\"edge487\" class=\"edge\"><title>TZ&#45;&gt;UA</title>\n",
       "<g id=\"a_edge487\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M98818.6,-26.8006C98827.3,-26.8006 98837.7,-26.8006 98847.4,-26.8006\"/>\n",
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       "<!-- IH&#45;&gt;II -->\n",
       "<g id=\"edge488\" class=\"edge\"><title>IH&#45;&gt;II</title>\n",
       "<g id=\"a_edge488\"><a xlink:title=\" \">\n",
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       "</g>\n",
       "<!-- QD -->\n",
       "<g id=\"node490\" class=\"node\"><title>QD</title>\n",
       "<g id=\"a_node490\"><a xlink:title=\"QD\">\n",
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       "<!-- QD&#45;&gt;QE -->\n",
       "<g id=\"edge490\" class=\"edge\"><title>QD&#45;&gt;QE</title>\n",
       "<g id=\"a_edge490\"><a xlink:title=\" \">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M80689.6,-26.8006C80698.6,-26.8006 80709.1,-26.8006 80718.8,-26.8006\"/>\n",
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       "<!-- VC&#45;&gt;VD -->\n",
       "<g id=\"edge491\" class=\"edge\"><title>VC&#45;&gt;VD</title>\n",
       "<g id=\"a_edge491\"><a xlink:title=\"[speech] He spent half his life fighting Robert&#39;s wars. He owes him nothing. Your father and brother rode south once on a king&#39;s demand.[speaker] CATELYN_STARK\">\n",
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       "<text text-anchor=\"start\" x=\"104124\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">He spent half his life figh...</text>\n",
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       "<!-- CN -->\n",
       "<g id=\"node598\" class=\"node\"><title>CN</title>\n",
       "<g id=\"a_node598\"><a xlink:title=\"CN\">\n",
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       "<text text-anchor=\"middle\" x=\"16275.2\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">CN</text>\n",
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       "<!-- CM&#45;&gt;CN -->\n",
       "<g id=\"edge492\" class=\"edge\"><title>CM&#45;&gt;CN</title>\n",
       "<g id=\"a_edge492\"><a xlink:title=\"[speech] Our way is the old way?[speaker] BRAN_STARK\">\n",
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       "<text text-anchor=\"start\" x=\"16095.5\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Our way is the old way?</text>\n",
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       "<!-- XU -->\n",
       "<g id=\"node493\" class=\"node\"><title>XU</title>\n",
       "<g id=\"a_node493\"><a xlink:title=\"XU\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"117096\" cy=\"-26.8006\" rx=\"22.7601\" ry=\"22.7601\"/>\n",
       "<text text-anchor=\"middle\" x=\"117096\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">XU</text>\n",
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       "<!-- XV -->\n",
       "<g id=\"node636\" class=\"node\"><title>XV</title>\n",
       "<g id=\"a_node636\"><a xlink:title=\"XV\">\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"117359\" cy=\"-26.8006\" rx=\"22.7601\" ry=\"22.7601\"/>\n",
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       "<!-- XU&#45;&gt;XV -->\n",
       "<g id=\"edge493\" class=\"edge\"><title>XU&#45;&gt;XV</title>\n",
       "<g id=\"a_edge493\"><a xlink:title=\"[speech] It&#39;s all right. It&#39;s all right. It&#39;s all right.[speaker] JAIME_LANNISTER\">\n",
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       "<!-- JF -->\n",
       "<g id=\"node494\" class=\"node\"><title>JF</title>\n",
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       "<!-- JG -->\n",
       "<g id=\"node560\" class=\"node\"><title>JG</title>\n",
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       "<!-- JF&#45;&gt;JG -->\n",
       "<g id=\"edge642\" class=\"edge\"><title>JF&#45;&gt;JG</title>\n",
       "<g id=\"a_edge642\"><a xlink:title=\" \">\n",
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       "<!-- BW&#45;&gt;BX -->\n",
       "<g id=\"edge197\" class=\"edge\"><title>BW&#45;&gt;BX</title>\n",
       "<g id=\"a_edge197\"><a xlink:title=\"[speech] Don&#39;t look away.[speaker] JON_SNOW\">\n",
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       "<!-- DJ -->\n",
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       "<g id=\"a_edge495\"><a xlink:title=\" \">\n",
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       "<!-- EV&#45;&gt;EW -->\n",
       "<g id=\"edge631\" class=\"edge\"><title>EV&#45;&gt;EW</title>\n",
       "<g id=\"a_edge631\"><a xlink:title=\" \">\n",
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       "<!-- JC&#45;&gt;JD -->\n",
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       "<!-- JE&#45;&gt;JF -->\n",
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       "<!-- VI&#45;&gt;VJ -->\n",
       "<g id=\"edge502\" class=\"edge\"><title>VI&#45;&gt;VJ</title>\n",
       "<g id=\"a_edge502\"><a xlink:title=\"[speech] If Khal Drogo has promised you a crown, you shall have it.[speaker] ILLYRIO_MOPATIS\">\n",
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       "<text text-anchor=\"start\" x=\"105261\" y=\"-32.6006\" font-family=\"Times,serif\" font-size=\"14.00\">ILLYRIO_MOPATIS</text>\n",
       "</a>\n",
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       "</g>\n",
       "<!-- JM&#45;&gt;JN -->\n",
       "<g id=\"edge503\" class=\"edge\"><title>JM&#45;&gt;JN</title>\n",
       "<g id=\"a_edge503\"><a xlink:title=\"[speech] Where is our brother? Go find the little beast.[speaker] CERSEI_LANNISTER\">\n",
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       "</g>\n",
       "<!-- VM&#45;&gt;VN -->\n",
       "<g id=\"edge504\" class=\"edge\"><title>VM&#45;&gt;VN</title>\n",
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       "</g>\n",
       "<!-- KG -->\n",
       "<g id=\"node505\" class=\"node\"><title>KG</title>\n",
       "<g id=\"a_node505\"><a xlink:title=\"KG\">\n",
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       "<text text-anchor=\"middle\" x=\"52084.2\" y=\"-22.6006\" font-family=\"Times,serif\" font-size=\"14.00\">KG</text>\n",
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       "<!-- KG&#45;&gt;KH -->\n",
       "<g id=\"edge505\" class=\"edge\"><title>KG&#45;&gt;KH</title>\n",
       "<g id=\"a_edge505\"><a xlink:title=\"[speech] Did you hear the king&#39;s in Winterfell?[speaker] ROS\">\n",
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       "<g id=\"a_edge505&#45;label\"><a xlink:title=\"[speech] Did you hear the king&#39;s in Winterfell?[speaker] ROS\">\n",
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       "<text text-anchor=\"start\" x=\"52175.8\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">Did you hear the king&#39;s in ...</text>\n",
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       "<!-- EN -->\n",
       "<g id=\"node506\" class=\"node\"><title>EN</title>\n",
       "<g id=\"a_node506\"><a xlink:title=\"EN\">\n",
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       "<!-- EN&#45;&gt;EO -->\n",
       "<g id=\"edge338\" class=\"edge\"><title>EN&#45;&gt;EO</title>\n",
       "<g id=\"a_edge338\"><a xlink:title=\" \">\n",
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       "<!-- QA&#45;&gt;QB -->\n",
       "<g id=\"edge517\" class=\"edge\"><title>QA&#45;&gt;QB</title>\n",
       "<g id=\"a_edge517\"><a xlink:title=\"[speech] You don&#39;t understand what you&#39;d be giving up. We have no families. None of us will ever father sons.[speaker] BENJEN_STARK\">\n",
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       "<g id=\"a_edge517&#45;label\"><a xlink:title=\"[speech] You don&#39;t understand what you&#39;d be giving up. We have no families. None of us will ever father sons.[speaker] BENJEN_STARK\">\n",
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       "<!-- DZ&#45;&gt;EA -->\n",
       "<g id=\"edge622\" class=\"edge\"><title>DZ&#45;&gt;EA</title>\n",
       "<g id=\"a_edge622\"><a xlink:title=\" \">\n",
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       "<!-- OY -->\n",
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       "<g id=\"a_node509\"><a xlink:title=\"OY\">\n",
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       "<!-- OY&#45;&gt;OZ -->\n",
       "<g id=\"edge507\" class=\"edge\"><title>OY&#45;&gt;OZ</title>\n",
       "<g id=\"a_edge507\"><a xlink:title=\"[speech] He&#39;d have to leave home. He&#39;d have to leave me. And so would you.[speaker] CATELYN_STARK\">\n",
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       "<g id=\"a_edge507&#45;label\"><a xlink:title=\"[speech] He&#39;d have to leave home. He&#39;d have to leave me. And so would you.[speaker] CATELYN_STARK\">\n",
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       "<!-- DR -->\n",
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       "<!-- DS -->\n",
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       "<!-- DR&#45;&gt;DS -->\n",
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       "<g id=\"a_edge637\"><a xlink:title=\" \">\n",
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       "<!-- XH -->\n",
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       "<!-- XG&#45;&gt;XH -->\n",
       "<g id=\"edge605\" class=\"edge\"><title>XG&#45;&gt;XH</title>\n",
       "<g id=\"a_edge605\"><a xlink:title=\"[speech] I know what I&#39;m putting you through. Thank you for saying yes. I only ask you because I need you. You&#39;re a loyal friend. You hear me? A loyal friend. The last one I&#39;ve got.[speaker] ROBERT_BARATHEON\">\n",
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       "<!-- BM&#45;&gt;BN -->\n",
       "<g id=\"edge509\" class=\"edge\"><title>BM&#45;&gt;BN</title>\n",
       "<g id=\"a_edge509\"><a xlink:title=\"[speech] Lad, go run back and get the rest.[speaker] ROBB_STARK\">\n",
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       "<!-- FP&#45;&gt;FQ -->\n",
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       "<g id=\"a_edge481\"><a xlink:title=\" \">\n",
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       "<!-- UE&#45;&gt;UF -->\n",
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       "<!-- NA -->\n",
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       "<!-- MZ&#45;&gt;NA -->\n",
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       "<!-- VU&#45;&gt;VV -->\n",
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       "<!-- OR -->\n",
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       "<!-- XT&#45;&gt;XU -->\n",
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       "<!-- UJ&#45;&gt;UK -->\n",
       "<g id=\"edge518\" class=\"edge\"><title>UJ&#45;&gt;UK</title>\n",
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       "<!-- SU&#45;&gt;SV -->\n",
       "<g id=\"edge519\" class=\"edge\"><title>SU&#45;&gt;SV</title>\n",
       "<g id=\"a_edge519\"><a xlink:title=\"[speech] I hear the same.[speaker] CATELYN_STARK\">\n",
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       "<!-- QV -->\n",
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       "<!-- NQ&#45;&gt;NR -->\n",
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       "<!-- DI&#45;&gt;DJ -->\n",
       "<g id=\"edge576\" class=\"edge\"><title>DI&#45;&gt;DJ</title>\n",
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       "<!-- PP&#45;&gt;PQ -->\n",
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       "<!-- PW&#45;&gt;PX -->\n",
       "<g id=\"edge535\" class=\"edge\"><title>PW&#45;&gt;PX</title>\n",
       "<g id=\"a_edge535\"><a xlink:title=\"[speech] The Wall isn&#39;t going anywhere.[speaker] BENJEN_STARK\">\n",
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       "<!-- VP&#45;&gt;VQ -->\n",
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       "<!-- OI&#45;&gt;OJ -->\n",
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       "<g id=\"a_edge537\"><a xlink:title=\"[speech] I don&#39;t know.[speaker] DAENERYS_TARGARYEN\">\n",
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       "<!-- HK&#45;&gt;HL -->\n",
       "<g id=\"edge538\" class=\"edge\"><title>HK&#45;&gt;HL</title>\n",
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       "<!-- JI&#45;&gt;JJ -->\n",
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       "<!-- WO -->\n",
       "<g id=\"node600\" class=\"node\"><title>WO</title>\n",
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       "<!-- WN&#45;&gt;WO -->\n",
       "<g id=\"edge35\" class=\"edge\"><title>WN&#45;&gt;WO</title>\n",
       "<g id=\"a_edge35\"><a xlink:title=\" \">\n",
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       "<!-- QM&#45;&gt;QN -->\n",
       "<g id=\"edge552\" class=\"edge\"><title>QM&#45;&gt;QN</title>\n",
       "<g id=\"a_edge552\"><a xlink:title=\"[speech] You&#39;re Tyrion Lannister. The queen&#39;s brother?[speaker] JON_SNOW\">\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M82302.2,-26.8006C82355.4,-26.8006 82485,-26.8006 82545.7,-26.8006\"/>\n",
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       "<text text-anchor=\"start\" x=\"82323.1\" y=\"-53.6006\" font-family=\"Times,serif\" font-weight=\"bold\" font-size=\"14.00\">speech</text>\n",
       "<text text-anchor=\"start\" x=\"82370.7\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">You&#39;re Tyrion Lannister. Th...</text>\n",
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       "<!-- PR -->\n",
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       "<!-- PR&#45;&gt;PS -->\n",
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       "<!-- SL&#45;&gt;SM -->\n",
       "<g id=\"edge554\" class=\"edge\"><title>SL&#45;&gt;SM</title>\n",
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       "<!-- S&#45;&gt;T -->\n",
       "<g id=\"edge527\" class=\"edge\"><title>S&#45;&gt;T</title>\n",
       "<g id=\"a_edge527\"><a xlink:title=\"[speech] It&#39;s a good thing we&#39;re not children. You want to run away south, run away. Of course, they will behead you as a deserter ... if I don&#39;t catch you first. Get back on your horse. I won&#39;t say it again.[speaker] WAYMAR_ROYCE\">\n",
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       "<g id=\"a_edge527&#45;label\"><a xlink:title=\"[speech] It&#39;s a good thing we&#39;re not children. You want to run away south, run away. Of course, they will behead you as a deserter ... if I don&#39;t catch you first. Get back on your horse. I won&#39;t say it again.[speaker] WAYMAR_ROYCE\">\n",
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       "<text text-anchor=\"start\" x=\"3321.94\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">It&#39;s a good thing we&#39;re not...</text>\n",
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       "<!-- VW&#45;&gt;VX -->\n",
       "<g id=\"edge556\" class=\"edge\"><title>VW&#45;&gt;VX</title>\n",
       "<g id=\"a_edge556\"><a xlink:title=\"[speech] Ser Jorah Mormont of Bear Island. I served your father for many years. Gods be good, I hope to always serve the rightful king.[speaker] JORAH_MORMONT\">\n",
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       "<!-- HX&#45;&gt;HY -->\n",
       "<g id=\"edge557\" class=\"edge\"><title>HX&#45;&gt;HY</title>\n",
       "<g id=\"a_edge557\"><a xlink:title=\" \">\n",
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       "<!-- OC&#45;&gt;OD -->\n",
       "<g id=\"edge558\" class=\"edge\"><title>OC&#45;&gt;OD</title>\n",
       "<g id=\"a_edge558\"><a xlink:title=\"[speech] I know how to play a man like Drogo. I give him a queen and he gives me an army.[speaker] VISERYS_TARGARYEN\">\n",
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       "<g id=\"a_edge558&#45;label\"><a xlink:title=\"[speech] I know how to play a man like Drogo. I give him a queen and he gives me an army.[speaker] VISERYS_TARGARYEN\">\n",
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       "<text text-anchor=\"start\" x=\"70869.2\" y=\"-52.6006\" font-family=\"Times,serif\" font-size=\"14.00\">I know how to play a man li...</text>\n",
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       "<!-- JG&#45;&gt;JH -->\n",
       "<g id=\"edge241\" class=\"edge\"><title>JG&#45;&gt;JH</title>\n",
       "<g id=\"a_edge241\"><a xlink:title=\"[speech] We&#39;ve been riding for a month, my love. Surely the dead can wait.[speaker] CERSEI_LANNISTER\">\n",
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       "<!-- KS&#45;&gt;KT -->\n",
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       "<!-- Q&#45;&gt;R -->\n",
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       "<g id=\"a_edge189\"><a xlink:title=\"[speech] Whatever did it to them could do it to us. They even killed the children.[speaker] WILL\">\n",
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       "<!-- HA -->\n",
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       "<!-- GZ&#45;&gt;HA -->\n",
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       "<!-- U&#45;&gt;V -->\n",
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       "<!-- GM&#45;&gt;GN -->\n",
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       "<g id=\"edge652\" class=\"edge\"><title>UM&#45;&gt;UN</title>\n",
       "<g id=\"a_edge652\"><a xlink:title=\"[speech] This was sent from the Eyrie. What&#39;s she doing at the Eyrie? She hasn&#39;t been back there since her wedding.[speaker] CATELYN_STARK\">\n",
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      "text/plain": [
       "<pyannote.core.transcription.Transcription at 0x107212240>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "transcript = gameOfThrones.get_resource('transcript', episode)\n",
    "transcript"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Force-aligned transcripts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Source: [LIMSI](http://www.limsi.fr)  \n",
    "Provides:\n",
    "\n",
    "  - word-level timestamps (start & end time)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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      "text/plain": [
       "<pyannote.core.transcription.Transcription at 0x108342f60>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "transcript_aligned = gameOfThrones.get_resource('transcript_aligned', episode)\n",
    "transcript_aligned.crop(180, 190)"
   ]
  }
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