create_lotr_graph.ipynb

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 "cells": [
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   "source": [
    "race_colors = {'men':'#7A84DD','unknown':'#7A84DD', 'dwarves':\"#B15B60\", 'elves':'#8ACAE5', 'hobbits':'#BD9267', 'ents':'#F1A54D', \n",
    "               'orcs': \"#020104\",'ainur':'#3A7575',\"half-elven\":\"#8ACAE5\",\"ents\":\"#E3845D\",\"dragons\":\"#F10301\"\n",
    "               ,\"trolls\":\"#863E34\"}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyvis.network import Network\n",
    "from unidecode import unidecode\n",
    "import urllib\n",
    "\n",
    "\n",
    "G = Network(height=\"800px\", width=\"100%\", bgcolor=\"#222222\", font_color=\"white\",notebook=True)\n",
    "\n",
    "for character, weight in character_count.items():\n",
    "    if weight > 15:\n",
    "        character=unidecode(urllib.unquote_plus(character))\n",
    "        if character in race_dict.keys():\n",
    "            if race_dict[character] in race_colors.keys():\n",
    "                color = race_colors[race_dict[character]]\n",
    "            else:\n",
    "                color = None\n",
    "        else:\n",
    "            color = None\n",
    "        G.add_node(character,\n",
    "                   title=\"\",\n",
    "                   weight=weight,\n",
    "                   size=weight,\n",
    "#                    size=1,\n",
    "                   color=color,\n",
    "                   label=character)\n",
    "\n",
    "for character_net, weight in character_network.items():\n",
    "    if weight >= 2:\n",
    "        character_0=unidecode(urllib.unquote_plus(character_net[0]))\n",
    "        character_1=unidecode(urllib.unquote_plus(character_net[1]))\n",
    "        if character_0 in G.node_ids and character_1 in G.node_ids:\n",
    "\n",
    "            G.add_edge(character_0,\n",
    "                       character_1,\n",
    "                       weight=weight,\n",
    "                       title=character_0+' -> '+character_1+': '+str(weight)\n",
    "                       ,width=1.5)\n",
    "\n",
    "G.barnes_hut(gravity=-5000, central_gravity=0, spring_length=200, spring_strength=0.009, damping=0.025, overlap=0)\n",
    "G.show('lotr_network_graph.html')"
   ]
  }
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