more_and_more_stats.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use(\"ggplot\")\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from IPython.display import *\n",
    "\n",
    "import AssembleData"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "\n",
    "# Build Dataframe \n",
    "# MAL_df, all_genre  = AssembleData.read_files_all()\n",
    "# MAL_df = MAL_df.drop_duplicates('id')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import pickle\n",
    "\n",
    "# MAL_df = MAL_df.drop_duplicates('id')\n",
    "# with open('1998_2015_data.pkl', 'w') as f:\n",
    "#     pickle.dump(MAL_df, f)\n",
    "#     pickle.dump(all_genre, f)\n",
    "\n",
    "with open('1998_2015_data.pkl', 'r') as f:\n",
    "    MAL_df = pickle.load(f)\n",
    "    all_genre = pickle.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def only_genre(g):\n",
    "    return MAL_df[MAL_df[g] == 1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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aNdu3Zp8uTJhdb1yiuvqEOHDkpISNDo0aP1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\niBGyWov3I9ioUSPFxcUpLi5OP/74o8aPH6/vv//e5Tp/+OEHH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mXLlnryySe1f/9+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bb6lmzZqKj49XYWGhevfurcsuu0zr16/X\nunXrNHnyZOvKkLVr18oYoyVLlmjv3r1KTU2VJK1cuVJ9+vTRbbfdps2bN+uDDz5QZmambrzxRrdj\nfffdd0pOTtbSpUu1YcMGDRw40Go8KWaM0YIFC3TXXXeVeQ280adPHx0+fFirV6/WBx98oKVLl2rd\nunVu6wwdOlRJSUl6+eWXtW3bNk2cOFFjx47VggUL3NZ75JFH1LlzZ23YsEHjxo3TQw895HYilY4X\nUA0bNtQ333xjbd+zZ09t2rRJixcvVnp6ukaMGKF+/fqV2bak4oJz5cqV2r59u+bPn68mTZpYy++8\n8049//zzeuSRR7R161YlJSUpOjraWt67d2/t2LFDy5YtU2pqqho2bKhrrrmmTOPMAw88oLFjx2rr\n1q264YYbtHXrVsXFxemKK67Q2rVrlZycrBo1aqh79+4VNrbdeeedWrdunf7zn/9o5cqVysjIOGEH\nYr9+/dSgQQN988032rx5s2bMmKG6detKklJTU2W32zV79mzt3btXv/76q6TjuS8qKtLYsWM1c+ZM\nbdu2Te3bt7eWlVRYWKgxY8bohRdeUGpqqiIiItSzZ0+rICvv0ZHF85o1a6YPPvhAkpSWlqa9e/fq\n/fff97jtf/7zHw0ZMkR33HGH0tPTNWPGDM2dO7fMIwfee+89HTx4UJ9//rneeecdffTRR5o2bVqF\nrxMA/NVUVOuMGTNGQ4cO1YYNG3Tbbbepf//+1oUT77//vqZNm6bnnntOu3bt0n//+19de+21ko43\nYHTv3l0vv/yy2/5eeeUV9ejRQ02bNpUkXX/99froo480d+5cbdu2TYsWLSpz1eq4ceM0aNAgbdq0\nSbfeequGDh2qXbt2Wcu9PQcXy8vL0zXXXKOCggKtWrVKX3zxhY4cOaJrr71Wx44dk3T8wpcBAwao\nf//+2rhxox544AGNHj26zGtUcjovL09XXXWVNm3apLfeekvbtm3TvHnzVKtWLUnHa6yGDRvq7bff\n1rZt2zR79my99tpreuKJJ06QIe/8+eefuv7669WwYUOlpaVp4cKFevrpp8t84fe2TjrR6y4dr9Wu\nuOIKrVu3TlOnTlVeXp66dOmi3NxcffLJJ1q/fr2uu+46de/eXdu3by839opqFKni94k3+ZTksZ4p\nr4a+6aabKnyt+/Tpo4MHD+qLL77Qhx9+qKVLl2rt2rXlrn+qNb7NZtMvv/yi559/Xq+//rq2bNmi\nxo0bW8tKKl7v3Xff1erVq3Xo0KEyv0dFddgVV1xhdRLu27dPv/76q9VhVnq7uXPnatKkSXrooYe0\nZcsWPfjggx5r+Tlz5qhRo0b67rvvNGfOHM2ZM6dMJy0AoKxTrc2k43cXvfLKK9q6dasWLlyozz//\n3O3CYMnzObG879hTpkyxths7dqyWLFmiRYsW6euvv1atWrU0d+5ca3nnzp113nnn6dVXX3U73iuv\nvKIBAwYoLCys3N+rPMW1yLJly7RixQplZGQoKSnJbR+TJ0/WjBkzNG3aNKvGeumll8q0D3hzXlq8\neLH279+vlStXWp1Z3rZhlfTwww9r/fr1+vDDD7Vr1y698847at26tbV80qRJGjdunO6++25t3rxZ\nn332mdq1a2ctHzx4sD777DP9+9//1oYNG3TFFVeoZ8+e2rFjh9txxo4dqwEDBig9PV3Dhw/Xb7/9\npk6dOumss87Sl19+qW+//Vbnn3++unTpot9//73ceE+U22IlX/eK2tHef/99RUVF6f7777famIrr\nf6ls21jpfUvHa+f7779fkydP1vr163XppZfqhhtu0L59+zzG40lFNVbJbTdu3KjevXsrLi5OGzdu\n1Ouvv66PPvpII0aMcNtfamqqUlJStGzZMn366afatGlTmU5T4IQM8BeXkZFhbDabefbZZ615qamp\nxmazmZkzZ1rz1q1bZ+x2u0lPTzfGGLNv3z4THBxsVqxYYa1z2WWXmYSEBGOMMQcPHjR2u918/vnn\nHo/7008/GZvNVmZ5XFycGTdunNu8zMxMY7PZzIYNG4wxxgwaNMjUrVvX5Obmuq13zz33mE6dOlnT\ny5cvNyEhISYrK8vr16PYp59+aux2u9m9e7c178CBA8bhcJi77rrLGGPM7t27jd1uN9u3b3fb9pFH\nHjEXXXSRNW2z2czo0aPd1mndurV56KGHrOmoqCjTrVs3t3WSk5NNWFiYOXTokNv8O++80/y///f/\nyo39wgsvNFOmTPG4bNeuXcZms5n333/f4/L//ve/xm63m23btlnz8vPzzdlnn20effRRY4wxKSkp\nxmazmTfffNNt20GDBpl+/fq5zcvLyzMOh8N88MEHFcZT8n1UUFBgGjdubK655hq3fZecrlOnjlm4\ncKHHfRpjTI0aNcosf+2114zdbjdffvllmfk1a9Yss15ycrI17+DBgyY8PNy8+uqrHrcxpux7evXq\n1cZut5vMzEy39SZPnmzOPfdca7pTp07m1ltvdVtn9uzZxuFwmKNHjxpjjv9dlHxPGWPMiBEjzOWX\nX17uawAAOK641pk0aZLb/Msvv9wMHDjQGGPMzJkzTatWrcyxY8c87uP999834eHh5vDhw8YYY7Kz\ns93Ob8Xnz7Vr11YYw6xZs6x5hYWFxul0mpdeesltHxWdg4v3U3wue+WVV0ytWrXMgQMHrG327dtn\nwsLCzBtvvGGMMaZ///7mqquucovnhRdecDsnetpvWFiY+eWXXzz+Pp7MnDnTnHfeeda0p3Olt156\n6SXjdDqt19sYY7Zt22ZsNpt57LHHjDHe1UnevO7GHK/Viuu7YgsWLDBNmzY1hYWFbvOvvvpqq971\npKIa5UTvE2/yWV49400NXdpnn31m7Ha72bVrlzUvKyvLhIWFub0ecXFx1vSp1viTJ082QUFB5qef\nfiozv2RdNHny5DI1+I4dO4zNZjMrV670uI0xZeuuRYsWGbvdXia+0jVl06ZNzdixY93WSUhIMNHR\n0dZ0VFSU6d27t9s61157rbnttts8vgYAgIp5U5t5smTJEhMaGmpNl3dOPNF37D/++MOEhoaa+fPn\nu63Tvn17t/PLjBkzTFRUlDW9devWCs+rFdm5c6ex2Wxu7QxHjx41TZs2tc5Lubm5xuFwmE8++cRt\n29dff924XC5r2pvzUlxcnGnVqpXbOj/88INXbVil9e7d2wwePNjjsj/++MOEhYWZGTNmeFxe3Oaz\nfPlyt/kXX3yxGTJkiDHm/94PxTVescmTJ5vLLrvMbV5RUZGJjo42s2fPLjceb3JbupaoqB3NGGNa\ntmxZZnl5bWMpKSnGbrebn3/+2W29BQsWWOscO3bMnHPOOWbixIketylWsm2rvBqrdM19++23m0sv\nvdRtnQ8++MDY7Xbz448/GmOO10MNGza02pyMMWbatGmmUaNG5b4GgCfcuQb8zwUXXGD9fNZZZ0mS\n2rRp4zbPGKPffvtNkhQZGanevXtbV3Fv3rxZ3377rXWXmMvl0pAhQ9S9e3ddd911mjZtWpmrUjxJ\nTU3VrFmzrEfhOJ1OxcbGymazaefOndZ6xbfIlzRs2DB9+eWX1tXEr7zyinr16qUGDRqc9OuxdetW\nNWjQwG1A2rp167o9YnLNmjUyxqh9+/Zu8T7++ONlHsd04YUXuk03atTI7QoVSbrkkkvcptPS0pSf\nn69GjRq57f/NN98sc7V1SaNHj9Zjjz2mjh07auzYsW6PL1q7dq1sNluZxw4U27Jli+rXr+/2ewYH\nB+vSSy9Venq6Nc9ms6lDhw5u26ampmrJkiVusTZo0ED5+fluuSt9PJvNpssuu8yaV7NmzTL7Lu2B\nBx7QkCFD1KVLF02ZMqXMHYUVKb5b7UQ6duxo/exyudS6dWu31+BMSU9PV6dOndzmde7cWXl5eW7v\nI2/eQwCA8pX8XJeO391S/LkeHx+vgoICNWvWTIMHD9aiRYt05MgRa91evXqpdu3a1uP93njjDblc\nLvXs2VPS8fNr3bp11bZt2wpjKPlZbrfbFRkZaX2We3sOLmnLli2KiYlxuzMqMjJSrVq1srbZsmVL\nmd/9sssuq/AxRmvXrlVMTIzOPvvsctd5+eWX1bFjR5111llyOp0aN26c26P7TsfWrVvVunVrhYeH\nW/NatWrlNvbXydRJFb3uxUrXHmlpafr1119Vp04dt/2vXr263LpGqrhGOdH7xJt8Fitdz3hbQ5dU\nXO+WfIJBgwYN3N6DpZ1qjS9JDRs2tO5Wq0hERIRbDX7uueeqQYMGZ7wOO3z4sH766SePdVhGRobb\n4+Yvuugit3WowwDg9FVUm0nH7xjq3LmzGjduLKfTqf79+6ugoEB79+512670OfFE37G///57FRQU\nuLVDSNKVV17pNn3HHXdo3759+uSTTyQdb2Nq3769W/uZt4rbPi699FJrXo0aNdxiT09P159//qmb\nbrrJ7Xw+bNgwHT582O1uLW/OSyXvHpOO1zbetmGVNHLkSC1evFgXXHCBRo8ereXLl1t1ZHp6uvLz\n8ytsY7LZbGXycdVVV5U5r3tqY0pLS3OLtXbt2srMzCy3tvE2t6VV1I5WEU9tY+WtV/L9HhQUpEsu\nuaTS2piKhykp1rlzZxljtGXLFmve+eef7zY+IbUNTkXVjXAJ+LmSz+ctvp3Y07ySz3AePny4rr/+\neh04cECvvPKKLrvsMrdbw1966SWNHj1an376qT799FNNmDBBc+fOdXtMY2lFRUUaM2aMbr/99jLL\nijv9JFmPJSopJiZGV1xxhV5++WWNGTNGS5cu1bJly7z59T060S3ZRUVFstls+vrrr8t09JXeNjg4\nuMzy0uM0lP6dioqK5HK5rAKoov2VNGjQIF177bVavny5kpOTde2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LGjsXfvXs+6Xbt2GZGRkcYzzzxjGMaRrGO325tkC1/G/1hv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\n78knn5zddtstH/nIR/Lwww/nl7/8Zf7X//pf2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      "text/plain": [
       "<matplotlib.figure.Figure at 0xa891400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib\n",
    "matplotlib.rcParams['figure.figsize'] = (30.0, 90.0)\n",
    "plt.figure(1)\n",
    "plt.gca().set_xscale(\"linear\")\n",
    "\n",
    "cols = 3\n",
    "rows = np.ceil(len(all_genre) / float(cols))\n",
    "i = 1\n",
    "for g in all_genre:\n",
    "    plt.subplot(rows, cols, i)\n",
    "    genre_df = MAL_df[MAL_df[g] == 1]\n",
    "    plt.hist(genre_df['score'], bins=20, range=[0.0,10.0])\n",
    "    plt.xlabel(\"score\")\n",
    "    plt.ylabel(\"count\")\n",
    "    plt.title('\"%s\" genre score distribution' % g)\n",
    "    i += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1a8929b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "matplotlib.rcParams['figure.figsize'] = (7.0, 5.0)\n",
    "plt.figure(1)\n",
    "\n",
    "def cross(g1, g2):\n",
    "    return MAL_df[MAL_df.apply(lambda x: x[g1] == 1 and x[g2] == 1, axis=1)]\n",
    "\n",
    "def cross_stat(g1, g2):\n",
    "    genre_df = cross(g1,g2)\n",
    "    print \"%s x %s Count:\" % (g1, g2), genre_df.shape[0]\n",
    "    print \"%s Mean:\" % g1, MAL_df[MAL_df[g1] == 1]['score'].mean()\n",
    "    print \"%s Mean:\" % g2, MAL_df[MAL_df[g2] == 1]['score'].mean()\n",
    "    print \"%s x %s Mean\" % (g1, g2), genre_df['score'].mean()\n",
    "    plt.hist(genre_df['score'], bins=20, range=[0.0,10.0])\n",
    "    plt.xlabel(\"score\")\n",
    "    plt.ylabel(\"count\")\n",
    "    plt.title('\"%s x %s\" genre score distribution' % (g1,g2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shounen x ecchi Count: 111\n",
      "shounen Mean: 7.43436655405\n",
      "ecchi Mean: 6.89067209776\n",
      "shounen x ecchi Mean 7.1927027027\n"
     ]
    },
    {
     "data": {
      "image/png": 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jv5KkB/7yl7+Ifv36CZ1OJzw9PUXXrl3F5s2bzcsXLVokOnfubLHN4cOHhSzLIj8/3zzv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\nWrh3XCO+rQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x15580358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"shounen\", \"ecchi\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shounen x harem Count: 49\n",
      "shounen Mean: 7.43436655405\n",
      "harem Mean: 7.08268199234\n",
      "shounen x harem Mean 7.38551020408\n"
     ]
    },
    {
     "data": {
      "image/png": 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UKCkpSWPHjuVHfgEAQRW0PcKsrCw9/vjjfuOWLl2qtm3batasWcrIyNC7774b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\nAFYjCAEAViMIAQBW+/8sp6eM2hR48wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x14dcad30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"shounen\", \"harem\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "slice of life x comedy Count: 471\n",
      "slice of life Mean: 7.0903638814\n",
      "comedy Mean: 7.03419582891\n",
      "slice of life x comedy Mean 7.10925690021\n"
     ]
    },
    {
     "data": {
      "image/png": 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IIiIiCQxIIiIiCQxIIiIiCQxIIiIiCQxIIiIiCQxIIiIiCQxIIiIiCQxIIiIi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\ngCQiIpLAgCQiIpLw/wDmvZYWRe7kZQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x19c26748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"slice of life\", \"comedy\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "slice of life x drama Count: 177\n",
      "slice of life Mean: 7.0903638814\n",
      "drama Mean: 7.36531015038\n",
      "slice of life x drama Mean 7.37107344633\n"
     ]
    },
    {
     "data": {
      "image/png": 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/zTffWB+HhoYiMjISR44cadDn7du3/82/ezMYDPDz88OJEyfstt9Uf6vVaowYMQJLly5F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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x19d0f400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"slice of life\", \"drama\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ecchi x harem Count: 140\n",
      "ecchi Mean: 6.89067209776\n",
      "harem Mean: 7.08268199234\n",
      "ecchi x harem Mean 7.12864285714\n"
     ]
    },
    {
     "data": {
      "image/png": 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PPqiqqiolJydr2LBhIVxLoHniH/MCACyNQ6MAAEsjCAEAlkYQAgAs\njSAEAFgaQQgAsDSCEABgaQQhAMDSCEIAgKURhAAAS/v/ALpQinY62v47AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x17fddc18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"ecchi\", \"harem\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "harem x shoujo Count: 27\n",
      "harem Mean: 7.08268199234\n",
      "shoujo Mean: 7.19387811634\n",
      "harem x shoujo Mean 6.79777777778\n"
     ]
    },
    {
     "data": {
      "image/png": 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dsGHD4O/vj3379qG4uBj+/v4YOnQo+vbtW6MOd+zYgdDQUFy/fr3GxRIRETnC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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x17086b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cross_stat(\"harem\", \"shoujo\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "890\n",
      "742\n",
      "256\n",
      "school x slice of life Count: 256\n",
      "school Mean: 7.22405617978\n",
      "slice of life Mean: 7.0903638814\n",
      "school x slice of life Mean 7.326484375\n"
     ]
    },
    {
     "data": {
      "image/png": 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CwkLEx8cjLS0NhYWFWL9+PcaPHy9nWUREpGCynhoVQkAI4TSvpKQEycnJAICU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\nEhGRojEIiYhI0RiERESkaP8PFXS+yL68jwUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x131bf550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print only_genre(\"school\").shape[0]\n",
    "print only_genre(\"slice of life\").shape[0]\n",
    "print cross(\"school\", \"slice of life\").shape[0]\n",
    "cross_stat(\"school\", \"slice of life\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>action</th>\n",
       "      <th>adventure</th>\n",
       "      <th>aired_end</th>\n",
       "      <th>aired_start</th>\n",
       "      <th>broadcast</th>\n",
       "      <th>cars</th>\n",
       "      <th>category</th>\n",
       "      <th>comedy</th>\n",
       "      <th>dementia</th>\n",
       "      <th>demons</th>\n",
       "      <th>...</th>\n",
       "      <th>super power</th>\n",
       "      <th>supernatural</th>\n",
       "      <th>synopsis</th>\n",
       "      <th>thriller</th>\n",
       "      <th>title</th>\n",
       "      <th>type</th>\n",
       "      <th>url</th>\n",
       "      <th>vampire</th>\n",
       "      <th>yaoi</th>\n",
       "      <th>yuri</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1998-09-23T00:00:00</td>\n",
       "      <td>1998-07-09T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Shido Tatsuhiko is not only a private eye... h...</td>\n",
       "      <td>0</td>\n",
       "      <td>Night Walker: Mayonaka no Tantei</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/621/Night_Walker...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1998-03-30T00:00:00</td>\n",
       "      <td>1997-10-06T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Evil Shinma (shape-shifting monsters and vampi...</td>\n",
       "      <td>0</td>\n",
       "      <td>Kyuuketsuhime Miyu (TV)</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/690/Kyuuketsuhim...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2000-03-27T00:00:00</td>\n",
       "      <td>1999-10-18T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>This anime is based on a playstation game unde...</td>\n",
       "      <td>0</td>\n",
       "      <td>Wild Arms: Twilight Venom</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/347/Wild_Arms__T...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2001-06-01T00:00:00</td>\n",
       "      <td>1999-10-01T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The first series is a set of 25 stories about ...</td>\n",
       "      <td>0</td>\n",
       "      <td>Gregory Horror Show</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/6069/Gregory_Hor...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2000-10-01T00:00:00</td>\n",
       "      <td>2000-04-01T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The second series, The Second Guest is similar...</td>\n",
       "      <td>0</td>\n",
       "      <td>Gregory Horror Show: The Second Guest</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/12481/Gregory_Ho...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2001-03-31T00:00:00</td>\n",
       "      <td>2000-10-07T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The third series, The Last Train is set with 2...</td>\n",
       "      <td>0</td>\n",
       "      <td>Gregory Horror Show: The Last Train</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/12483/Gregory_Ho...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2000-11-18T00:00:00</td>\n",
       "      <td>2000-11-18T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Teropterids are evil beasts which pose as huma...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood: The Last Vampire</td>\n",
       "      <td>Movie</td>\n",
       "      <td>https://myanimelist.net/anime/405/Blood__The_L...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2000-08-25T00:00:00</td>\n",
       "      <td>2000-08-25T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>The story revolves around D, the infamous \"dun...</td>\n",
       "      <td>0</td>\n",
       "      <td>Vampire Hunter D (2000)</td>\n",
       "      <td>Movie</td>\n",
       "      <td>https://myanimelist.net/anime/543/Vampire_Hunt...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2000-12-18T00:00:00</td>\n",
       "      <td>2000-10-02T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Even after death, life is full of paperwork an...</td>\n",
       "      <td>0</td>\n",
       "      <td>Yami no Matsuei</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/553/Yami_no_Matsuei</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2002-01-25T00:00:00</td>\n",
       "      <td>2000-05-25T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Kujo Jotaro is a normal, popular Japanese high...</td>\n",
       "      <td>0</td>\n",
       "      <td>JoJo no Kimyou na Bouken: Adventure</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/665/JoJo_no_Kimy...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2001-06-30T00:00:00</td>\n",
       "      <td>2001-04-07T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The fourth series, The Bloody Karte (presented...</td>\n",
       "      <td>0</td>\n",
       "      <td>Gregory Horror Show: The Bloody Karte</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/12485/Gregory_Ho...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2002-01-17T00:00:00</td>\n",
       "      <td>2001-10-11T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Decades ago, the legendary Dr. Abraham Van Hel...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hellsing</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/270/Hellsing</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2003-12-26T00:00:00</td>\n",
       "      <td>2003-10-10T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Shiki Toono sustained a life threatening injur...</td>\n",
       "      <td>0</td>\n",
       "      <td>Shingetsutan Tsukihime</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/169/Shingetsutan...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2004-02-25T00:00:00</td>\n",
       "      <td>2003-05-25T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Kazuna's family has a history of suffering fro...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hitsuji no Uta</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/258/Hitsuji_no_Uta</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2003-09-02T00:00:00</td>\n",
       "      <td>2003-07-15T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>The Antarctic thaws and it is an era when most...</td>\n",
       "      <td>0</td>\n",
       "      <td>Vie Durant</td>\n",
       "      <td>ONA</td>\n",
       "      <td>https://myanimelist.net/anime/4266/Vie_Durant</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2005-03-29T00:00:00</td>\n",
       "      <td>2004-10-05T00:00:00</td>\n",
       "      <td>Tuesdays at 01:30 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Morioka Kouhei wants to become a photographer....</td>\n",
       "      <td>0</td>\n",
       "      <td>Tsukuyomi: Moon Phase</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/343/Tsukuyomi__M...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-09-23T00:00:00</td>\n",
       "      <td>2005-10-08T00:00:00</td>\n",
       "      <td>Saturdays at 18:00 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Saya Otonashi is a seemingly ordinary girl liv...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood+</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/150/Blood_</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2005-10-28T00:00:00</td>\n",
       "      <td>2005-04-29T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The background is in the distant future after ...</td>\n",
       "      <td>0</td>\n",
       "      <td>Trinity Blood</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/27/Trinity_Blood</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-05-11T00:00:00</td>\n",
       "      <td>2005-11-03T00:00:00</td>\n",
       "      <td>Fridays at 00:00 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Vampires—supernatural beings that feed on the ...</td>\n",
       "      <td>0</td>\n",
       "      <td>Karin</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/469/Karin</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2005-06-27T00:00:00</td>\n",
       "      <td>2005-04-21T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The fate of mankind is doomed in the early 21s...</td>\n",
       "      <td>0</td>\n",
       "      <td>Legend of Duo</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/600/Legend_of_Duo</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-10-25T00:00:00</td>\n",
       "      <td>2006-06-23T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>DVD specials.</td>\n",
       "      <td>0</td>\n",
       "      <td>Renkin San-kyuu Magical? Pokaan Specials</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/1489/Renkin_San-...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-11-24T00:00:00</td>\n",
       "      <td>2006-09-08T00:00:00</td>\n",
       "      <td>Fridays at 23:30 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Ten years after the Holy War in Hong Kong, Moc...</td>\n",
       "      <td>0</td>\n",
       "      <td>Black Blood Brothers</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/1498/Black_Blood...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-01-22T00:00:00</td>\n",
       "      <td>2006-01-22T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>This OVA is a summary of the first three episo...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hellsing I: Digest for Freaks</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/6904/Hellsing_I_...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2012-12-26T00:00:00</td>\n",
       "      <td>2006-02-10T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>There exist creatures of darkness and evil tha...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hellsing Ultimate</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/777/Hellsing_Ult...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2006-06-20T00:00:00</td>\n",
       "      <td>2006-04-04T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Renkin San-kyuu Magical? Pokaan follows the da...</td>\n",
       "      <td>0</td>\n",
       "      <td>Renkin San-kyuu Magical? Pokaan</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/941/Renkin_San-k...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2007-09-28T00:00:00</td>\n",
       "      <td>2007-04-13T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>When Hiro Hiyorimi tries to save a beautiful y...</td>\n",
       "      <td>0</td>\n",
       "      <td>Kaibutsu Oujo</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/2130/Kaibutsu_Oujo</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2007-02-17T00:00:00</td>\n",
       "      <td>2007-02-17T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>An adaptation of the original five volume arc ...</td>\n",
       "      <td>0</td>\n",
       "      <td>JoJo no Kimyou na Bouken: Phantom Blood</td>\n",
       "      <td>Movie</td>\n",
       "      <td>https://myanimelist.net/anime/3603/JoJo_no_Kim...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2008-03-27T00:00:00</td>\n",
       "      <td>2008-01-03T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Youkai Academy is a seemingly normal boarding ...</td>\n",
       "      <td>0</td>\n",
       "      <td>Rosario to Vampire</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/2993/Rosario_to_...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2008-07-01T00:00:00</td>\n",
       "      <td>2008-04-08T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Cross Academy is an elite boarding school with...</td>\n",
       "      <td>0</td>\n",
       "      <td>Vampire Knight</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/3457/Vampire_Knight</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2009-02-17T00:00:00</td>\n",
       "      <td>2008-08-12T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>OVA episodes that are bundled with the limited...</td>\n",
       "      <td>0</td>\n",
       "      <td>Mahou Sensei Negima! Shiroki Tsubasa Ala Alba</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/4188/Mahou_Sense...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2010-10-03T00:00:00</td>\n",
       "      <td>2010-10-03T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Summary of the first season of Hakuouki Shinse...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hakuouki Hekketsuroku Episode 0</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/9723/Hakuouki_He...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-06-22T00:00:00</td>\n",
       "      <td>2011-05-25T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The official website of the Shiki television a...</td>\n",
       "      <td>0</td>\n",
       "      <td>Shiki Specials</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/10083/Shiki_Spec...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-09-30T00:00:00</td>\n",
       "      <td>2011-07-08T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Peaceful schoolgirl by day, fearsome monster s...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood-C</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/10490/Blood-C</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-12-05T00:00:00</td>\n",
       "      <td>2011-12-05T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Episode bundled with the ninth volume of the I...</td>\n",
       "      <td>0</td>\n",
       "      <td>Itsuka Tenma no Kuro Usagi OVA</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/10934/Itsuka_Ten...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2012-12-26T00:00:00</td>\n",
       "      <td>2011-07-27T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>It is September 1944 and World War II is ragin...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hellsing: The Dawn</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/11077/Hellsing__...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2012-02-24T00:00:00</td>\n",
       "      <td>2011-09-30T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Picture Dramas from the Blu-ray disks. Episode...</td>\n",
       "      <td>0</td>\n",
       "      <td>Itsuka Tenma no Kuro Usagi Picture Drama</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/12579/Itsuka_Ten...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-09-16T00:00:00</td>\n",
       "      <td>2011-07-01T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>The story revolves around Blade, a \"Daywalker\"...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blade</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/6920/Blade</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-02-23T00:00:00</td>\n",
       "      <td>2011-02-23T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>After the school festival, Kohei and friends h...</td>\n",
       "      <td>0</td>\n",
       "      <td>Fortune Arterial: Akai Yakusoku - Tadoritsuita...</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/9347/Fortune_Art...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2011-09-24T00:00:00</td>\n",
       "      <td>2011-07-09T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Taito has been really sleepy lately, and keeps...</td>\n",
       "      <td>0</td>\n",
       "      <td>Itsuka Tenma no Kuro Usagi</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/9750/Itsuka_Tenm...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2012-06-02T00:00:00</td>\n",
       "      <td>2012-06-02T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Having escaped the many horrors of her village...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood-C: The Last Dark</td>\n",
       "      <td>Movie</td>\n",
       "      <td>https://myanimelist.net/anime/10681/Blood-C__T...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2012-05-30T00:00:00</td>\n",
       "      <td>2012-05-26T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Two summary episodes of the TV series that are...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood-C: Special Edition</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/14117/Blood-C__S...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2013-04-06T00:00:00</td>\n",
       "      <td>2012-10-06T00:00:00</td>\n",
       "      <td>Saturdays at 00:30 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>In 1868, Dario Brando saves the life of an Eng...</td>\n",
       "      <td>0</td>\n",
       "      <td>JoJo no Kimyou na Bouken (TV)</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/14719/JoJo_no_Ki...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-09-09T00:00:00</td>\n",
       "      <td>2013-07-08T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Staz Charlie Blood is a powerful vampire who r...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood Lad</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/11633/Blood_Lad</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-03-15T00:00:00</td>\n",
       "      <td>2013-03-15T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Charley, a cyborg vampire who does the Vatican...</td>\n",
       "      <td>0</td>\n",
       "      <td>Vassalord.</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/15933/Vassalord</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-12-29T00:00:00</td>\n",
       "      <td>2013-07-07T00:00:00</td>\n",
       "      <td>Sundays at 00:00 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Apparitions, oddities, and gods continue to ma...</td>\n",
       "      <td>0</td>\n",
       "      <td>Monogatari Series: Second Season</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/17074/Monogatari...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-12-09T00:00:00</td>\n",
       "      <td>2013-09-16T00:00:00</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>At the behest of her father, Yui Komori goes t...</td>\n",
       "      <td>0</td>\n",
       "      <td>Diabolik Lovers</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/17513/Diabolik_L...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2014-03-28T00:00:00</td>\n",
       "      <td>2013-10-04T00:00:00</td>\n",
       "      <td>Fridays at 23:30 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Kojou Akatsuki's days as an ordinary high scho...</td>\n",
       "      <td>0</td>\n",
       "      <td>Strike the Blood</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/18277/Strike_the...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-12-04T00:00:00</td>\n",
       "      <td>2013-12-04T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Bundled with the tenth limited-edition volume ...</td>\n",
       "      <td>0</td>\n",
       "      <td>Blood Lad: Wagahai wa Neko de wa Nai</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/18441/Blood_Lad_...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2013-10-28T00:00:00</td>\n",
       "      <td>2013-10-28T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Recap of episodes 1-6 with new narrations.</td>\n",
       "      <td>0</td>\n",
       "      <td>Diabolik Lovers Recap</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/20919/Diabolik_L...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2014-01-29T00:00:00</td>\n",
       "      <td>2014-01-29T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Last episode of Hipira-kun bundled with the DV...</td>\n",
       "      <td>0</td>\n",
       "      <td>Hipira-kun Special</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/22985/Hipira-kun...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-10-04T00:00:00</td>\n",
       "      <td>2015-04-05T00:00:00</td>\n",
       "      <td>Sundays at 02:28 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Supersonic monkeys, vampires, talking fishmen,...</td>\n",
       "      <td>0</td>\n",
       "      <td>Kekkai Sensen</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/24439/Kekkai_Sensen</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-06-20T00:00:00</td>\n",
       "      <td>2015-04-04T00:00:00</td>\n",
       "      <td>Saturdays at 22:00 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>With the appearance of a mysterious virus that...</td>\n",
       "      <td>0</td>\n",
       "      <td>Owari no Seraph</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/26243/Owari_no_S...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-02-26T00:00:00</td>\n",
       "      <td>2015-02-26T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>OVA of Diabolik Lovers included with the upcom...</td>\n",
       "      <td>0</td>\n",
       "      <td>Diabolik Lovers OVA</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/27417/Diabolik_L...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-12-26T00:00:00</td>\n",
       "      <td>2015-10-10T00:00:00</td>\n",
       "      <td>Saturdays at 22:00 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Yuuichirou Hyakuya is finally reunited with hi...</td>\n",
       "      <td>0</td>\n",
       "      <td>Owari no Seraph: Nagoya Kessen-hen</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/28927/Owari_no_S...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-06-20T00:00:00</td>\n",
       "      <td>2015-04-04T00:00:00</td>\n",
       "      <td>Saturdays at 01:55 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>The great detective Holmes does not solve myst...</td>\n",
       "      <td>0</td>\n",
       "      <td>Vampire Holmes</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/28929/Vampire_Ho...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-12-10T00:00:00</td>\n",
       "      <td>2015-09-24T00:00:00</td>\n",
       "      <td>Thursdays at 00:30 (JST)</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yui Komori, still held captive by the Sakamaki...</td>\n",
       "      <td>0</td>\n",
       "      <td>Diabolik Lovers More,Blood</td>\n",
       "      <td>TV</td>\n",
       "      <td>https://myanimelist.net/anime/29974/Diabolik_L...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-12-23T00:00:00</td>\n",
       "      <td>2015-11-25T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>It was officially announced at the Dengeki Gam...</td>\n",
       "      <td>0</td>\n",
       "      <td>Strike the Blood: Valkyria no Oukoku-hen</td>\n",
       "      <td>OVA</td>\n",
       "      <td>https://myanimelist.net/anime/30321/Strike_the...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-09-26T00:00:00</td>\n",
       "      <td>2015-06-24T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Specials included in the Blu-ray and DVD relea...</td>\n",
       "      <td>0</td>\n",
       "      <td>Owari no Seraph: Owaranai Seraph</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/30714/Owari_no_S...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-06-14T00:00:00</td>\n",
       "      <td>2015-06-14T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>A recap episode of episodes 1 through 10 of Ke...</td>\n",
       "      <td>0</td>\n",
       "      <td>Kekkai Sensen: Soresaemo Saitei de Saikou na Hibi</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/30915/Kekkai_Sen...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2015-10-03T00:00:00</td>\n",
       "      <td>2015-10-03T00:00:00</td>\n",
       "      <td>None</td>\n",
       "      <td>0</td>\n",
       "      <td>anime</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Recap of 1st Season Aired Before Nagoya Kessen...</td>\n",
       "      <td>0</td>\n",
       "      <td>Owari no Seraph: The Beginning of the End</td>\n",
       "      <td>Special</td>\n",
       "      <td>https://myanimelist.net/anime/31756/Owari_no_S...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>71 rows × 69 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    action  adventure            aired_end          aired_start  \\\n",
       "0        1          0  1998-09-23T00:00:00  1998-07-09T00:00:00   \n",
       "0        1          0  1998-03-30T00:00:00  1997-10-06T00:00:00   \n",
       "0        1          1  2000-03-27T00:00:00  1999-10-18T00:00:00   \n",
       "0        0          0  2001-06-01T00:00:00  1999-10-01T00:00:00   \n",
       "0        0          0  2000-10-01T00:00:00  2000-04-01T00:00:00   \n",
       "0        0          0  2001-03-31T00:00:00  2000-10-07T00:00:00   \n",
       "0        0          0  2000-11-18T00:00:00  2000-11-18T00:00:00   \n",
       "0        1          0  2000-08-25T00:00:00  2000-08-25T00:00:00   \n",
       "0        0          0  2000-12-18T00:00:00  2000-10-02T00:00:00   \n",
       "0        0          1  2002-01-25T00:00:00  2000-05-25T00:00:00   \n",
       "0        0          0  2001-06-30T00:00:00  2001-04-07T00:00:00   \n",
       "0        1          0  2002-01-17T00:00:00  2001-10-11T00:00:00   \n",
       "0        1          0  2003-12-26T00:00:00  2003-10-10T00:00:00   \n",
       "0        0          0  2004-02-25T00:00:00  2003-05-25T00:00:00   \n",
       "0        0          0  2003-09-02T00:00:00  2003-07-15T00:00:00   \n",
       "0        0          0  2005-03-29T00:00:00  2004-10-05T00:00:00   \n",
       "0        1          0  2006-09-23T00:00:00  2005-10-08T00:00:00   \n",
       "0        1          0  2005-10-28T00:00:00  2005-04-29T00:00:00   \n",
       "0        0          0  2006-05-11T00:00:00  2005-11-03T00:00:00   \n",
       "0        0          0  2005-06-27T00:00:00  2005-04-21T00:00:00   \n",
       "0        0          0  2006-10-25T00:00:00  2006-06-23T00:00:00   \n",
       "0        1          0  2006-11-24T00:00:00  2006-09-08T00:00:00   \n",
       "0        1          0  2006-01-22T00:00:00  2006-01-22T00:00:00   \n",
       "0        1          0  2012-12-26T00:00:00  2006-02-10T00:00:00   \n",
       "0        0          0  2006-06-20T00:00:00  2006-04-04T00:00:00   \n",
       "0        1          0  2007-09-28T00:00:00  2007-04-13T00:00:00   \n",
       "0        1          1  2007-02-17T00:00:00  2007-02-17T00:00:00   \n",
       "0        0          0  2008-03-27T00:00:00  2008-01-03T00:00:00   \n",
       "0        0          0  2008-07-01T00:00:00  2008-04-08T00:00:00   \n",
       "0        0          1  2009-02-17T00:00:00  2008-08-12T00:00:00   \n",
       "..     ...        ...                  ...                  ...   \n",
       "0        1          0  2010-10-03T00:00:00  2010-10-03T00:00:00   \n",
       "0        0          0  2011-06-22T00:00:00  2011-05-25T00:00:00   \n",
       "0        1          0  2011-09-30T00:00:00  2011-07-08T00:00:00   \n",
       "0        0          0  2011-12-05T00:00:00  2011-12-05T00:00:00   \n",
       "0        1          0  2012-12-26T00:00:00  2011-07-27T00:00:00   \n",
       "0        0          0  2012-02-24T00:00:00  2011-09-30T00:00:00   \n",
       "0        1          0  2011-09-16T00:00:00  2011-07-01T00:00:00   \n",
       "0        0          0  2011-02-23T00:00:00  2011-02-23T00:00:00   \n",
       "0        0          0  2011-09-24T00:00:00  2011-07-09T00:00:00   \n",
       "0        1          0  2012-06-02T00:00:00  2012-06-02T00:00:00   \n",
       "0        1          0  2012-05-30T00:00:00  2012-05-26T00:00:00   \n",
       "0        1          1  2013-04-06T00:00:00  2012-10-06T00:00:00   \n",
       "0        1          0  2013-09-09T00:00:00  2013-07-08T00:00:00   \n",
       "0        1          0  2013-03-15T00:00:00  2013-03-15T00:00:00   \n",
       "0        0          0  2013-12-29T00:00:00  2013-07-07T00:00:00   \n",
       "0        0          0  2013-12-09T00:00:00  2013-09-16T00:00:00   \n",
       "0        1          0  2014-03-28T00:00:00  2013-10-04T00:00:00   \n",
       "0        1          0  2013-12-04T00:00:00  2013-12-04T00:00:00   \n",
       "0        0          0  2013-10-28T00:00:00  2013-10-28T00:00:00   \n",
       "0        0          0  2014-01-29T00:00:00  2014-01-29T00:00:00   \n",
       "0        1          0  2015-10-04T00:00:00  2015-04-05T00:00:00   \n",
       "0        1          0  2015-06-20T00:00:00  2015-04-04T00:00:00   \n",
       "0        0          0  2015-02-26T00:00:00  2015-02-26T00:00:00   \n",
       "0        1          0  2015-12-26T00:00:00  2015-10-10T00:00:00   \n",
       "0        0          0  2015-06-20T00:00:00  2015-04-04T00:00:00   \n",
       "0        0          0  2015-12-10T00:00:00  2015-09-24T00:00:00   \n",
       "0        1          0  2015-12-23T00:00:00  2015-11-25T00:00:00   \n",
       "0        0          0  2015-09-26T00:00:00  2015-06-24T00:00:00   \n",
       "0        1          0  2015-06-14T00:00:00  2015-06-14T00:00:00   \n",
       "0        1          0  2015-10-03T00:00:00  2015-10-03T00:00:00   \n",
       "\n",
       "                   broadcast  cars category  comedy  dementia  demons  ...   \\\n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       1  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       1  ...    \n",
       "0                    Unknown     0    anime       1         0       1  ...    \n",
       "0                    Unknown     0    anime       1         0       1  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       1  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0    Tuesdays at 01:30 (JST)     0    anime       1         0       0  ...    \n",
       "0   Saturdays at 18:00 (JST)     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0     Fridays at 00:00 (JST)     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0     Fridays at 23:30 (JST)     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "..                       ...   ...      ...     ...       ...     ...  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0   Saturdays at 00:30 (JST)     0    anime       0         0       0  ...    \n",
       "0                    Unknown     0    anime       1         0       1  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0     Sundays at 00:00 (JST)     0    anime       1         0       0  ...    \n",
       "0                    Unknown     0    anime       0         0       0  ...    \n",
       "0     Fridays at 23:30 (JST)     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       1  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0     Sundays at 02:28 (JST)     0    anime       0         0       0  ...    \n",
       "0   Saturdays at 22:00 (JST)     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0   Saturdays at 22:00 (JST)     0    anime       0         0       0  ...    \n",
       "0   Saturdays at 01:55 (JST)     0    anime       1         0       0  ...    \n",
       "0   Thursdays at 00:30 (JST)     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       1         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "0                       None     0    anime       0         0       0  ...    \n",
       "\n",
       "    super power  supernatural  \\\n",
       "0             0             0   \n",
       "0             0             0   \n",
       "0             0             0   \n",
       "0             0             1   \n",
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       "..          ...           ...   \n",
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       "0             1             1   \n",
       "0             0             1   \n",
       "\n",
       "                                             synopsis  thriller  \\\n",
       "0   Shido Tatsuhiko is not only a private eye... h...         0   \n",
       "0   Evil Shinma (shape-shifting monsters and vampi...         0   \n",
       "0   This anime is based on a playstation game unde...         0   \n",
       "0   The first series is a set of 25 stories about ...         0   \n",
       "0   The second series, The Second Guest is similar...         0   \n",
       "0   The third series, The Last Train is set with 2...         0   \n",
       "0   Teropterids are evil beasts which pose as huma...         0   \n",
       "0   The story revolves around D, the infamous \"dun...         0   \n",
       "0   Even after death, life is full of paperwork an...         0   \n",
       "0   Kujo Jotaro is a normal, popular Japanese high...         0   \n",
       "0   The fourth series, The Bloody Karte (presented...         0   \n",
       "0   Decades ago, the legendary Dr. Abraham Van Hel...         0   \n",
       "0   Shiki Toono sustained a life threatening injur...         0   \n",
       "0   Kazuna's family has a history of suffering fro...         0   \n",
       "0   The Antarctic thaws and it is an era when most...         0   \n",
       "0   Morioka Kouhei wants to become a photographer....         0   \n",
       "0   Saya Otonashi is a seemingly ordinary girl liv...         0   \n",
       "0   The background is in the distant future after ...         0   \n",
       "0   Vampires—supernatural beings that feed on the ...         0   \n",
       "0   The fate of mankind is doomed in the early 21s...         0   \n",
       "0                                       DVD specials.         0   \n",
       "0   Ten years after the Holy War in Hong Kong, Moc...         0   \n",
       "0   This OVA is a summary of the first three episo...         0   \n",
       "0   There exist creatures of darkness and evil tha...         0   \n",
       "0   Renkin San-kyuu Magical? Pokaan follows the da...         0   \n",
       "0   When Hiro Hiyorimi tries to save a beautiful y...         0   \n",
       "0   An adaptation of the original five volume arc ...         0   \n",
       "0   Youkai Academy is a seemingly normal boarding ...         0   \n",
       "0   Cross Academy is an elite boarding school with...         0   \n",
       "0   OVA episodes that are bundled with the limited...         0   \n",
       "..                                                ...       ...   \n",
       "0   Summary of the first season of Hakuouki Shinse...         0   \n",
       "0   The official website of the Shiki television a...         0   \n",
       "0   Peaceful schoolgirl by day, fearsome monster s...         0   \n",
       "0   Episode bundled with the ninth volume of the I...         0   \n",
       "0   It is September 1944 and World War II is ragin...         0   \n",
       "0   Picture Dramas from the Blu-ray disks. Episode...         0   \n",
       "0   The story revolves around Blade, a \"Daywalker\"...         0   \n",
       "0   After the school festival, Kohei and friends h...         0   \n",
       "0   Taito has been really sleepy lately, and keeps...         0   \n",
       "0   Having escaped the many horrors of her village...         0   \n",
       "0   Two summary episodes of the TV series that are...         0   \n",
       "0   In 1868, Dario Brando saves the life of an Eng...         0   \n",
       "0   Staz Charlie Blood is a powerful vampire who r...         0   \n",
       "0   Charley, a cyborg vampire who does the Vatican...         0   \n",
       "0   Apparitions, oddities, and gods continue to ma...         0   \n",
       "0   At the behest of her father, Yui Komori goes t...         0   \n",
       "0   Kojou Akatsuki's days as an ordinary high scho...         0   \n",
       "0   Bundled with the tenth limited-edition volume ...         0   \n",
       "0          Recap of episodes 1-6 with new narrations.         0   \n",
       "0   Last episode of Hipira-kun bundled with the DV...         0   \n",
       "0   Supersonic monkeys, vampires, talking fishmen,...         0   \n",
       "0   With the appearance of a mysterious virus that...         0   \n",
       "0   OVA of Diabolik Lovers included with the upcom...         0   \n",
       "0   Yuuichirou Hyakuya is finally reunited with hi...         0   \n",
       "0   The great detective Holmes does not solve myst...         0   \n",
       "0   Yui Komori, still held captive by the Sakamaki...         0   \n",
       "0   It was officially announced at the Dengeki Gam...         0   \n",
       "0   Specials included in the Blu-ray and DVD relea...         0   \n",
       "0   A recap episode of episodes 1 through 10 of Ke...         0   \n",
       "0   Recap of 1st Season Aired Before Nagoya Kessen...         0   \n",
       "\n",
       "                                                title     type  \\\n",
       "0                    Night Walker: Mayonaka no Tantei       TV   \n",
       "0                             Kyuuketsuhime Miyu (TV)       TV   \n",
       "0                           Wild Arms: Twilight Venom       TV   \n",
       "0                                 Gregory Horror Show       TV   \n",
       "0               Gregory Horror Show: The Second Guest       TV   \n",
       "0                 Gregory Horror Show: The Last Train       TV   \n",
       "0                             Blood: The Last Vampire    Movie   \n",
       "0                             Vampire Hunter D (2000)    Movie   \n",
       "0                                     Yami no Matsuei       TV   \n",
       "0                 JoJo no Kimyou na Bouken: Adventure      OVA   \n",
       "0               Gregory Horror Show: The Bloody Karte  Special   \n",
       "0                                            Hellsing       TV   \n",
       "0                              Shingetsutan Tsukihime       TV   \n",
       "0                                      Hitsuji no Uta      OVA   \n",
       "0                                          Vie Durant      ONA   \n",
       "0                               Tsukuyomi: Moon Phase       TV   \n",
       "0                                              Blood+       TV   \n",
       "0                                       Trinity Blood       TV   \n",
       "0                                               Karin       TV   \n",
       "0                                       Legend of Duo       TV   \n",
       "0            Renkin San-kyuu Magical? Pokaan Specials  Special   \n",
       "0                                Black Blood Brothers       TV   \n",
       "0                       Hellsing I: Digest for Freaks      OVA   \n",
       "0                                   Hellsing Ultimate      OVA   \n",
       "0                     Renkin San-kyuu Magical? Pokaan       TV   \n",
       "0                                       Kaibutsu Oujo       TV   \n",
       "0             JoJo no Kimyou na Bouken: Phantom Blood    Movie   \n",
       "0                                  Rosario to Vampire       TV   \n",
       "0                                      Vampire Knight       TV   \n",
       "0       Mahou Sensei Negima! Shiroki Tsubasa Ala Alba      OVA   \n",
       "..                                                ...      ...   \n",
       "0                     Hakuouki Hekketsuroku Episode 0  Special   \n",
       "0                                      Shiki Specials  Special   \n",
       "0                                             Blood-C       TV   \n",
       "0                      Itsuka Tenma no Kuro Usagi OVA      OVA   \n",
       "0                                  Hellsing: The Dawn  Special   \n",
       "0            Itsuka Tenma no Kuro Usagi Picture Drama  Special   \n",
       "0                                               Blade       TV   \n",
       "0   Fortune Arterial: Akai Yakusoku - Tadoritsuita...      OVA   \n",
       "0                          Itsuka Tenma no Kuro Usagi       TV   \n",
       "0                              Blood-C: The Last Dark    Movie   \n",
       "0                            Blood-C: Special Edition  Special   \n",
       "0                       JoJo no Kimyou na Bouken (TV)       TV   \n",
       "0                                           Blood Lad       TV   \n",
       "0                                          Vassalord.      OVA   \n",
       "0                    Monogatari Series: Second Season       TV   \n",
       "0                                     Diabolik Lovers       TV   \n",
       "0                                    Strike the Blood       TV   \n",
       "0                Blood Lad: Wagahai wa Neko de wa Nai      OVA   \n",
       "0                               Diabolik Lovers Recap  Special   \n",
       "0                                  Hipira-kun Special  Special   \n",
       "0                                       Kekkai Sensen       TV   \n",
       "0                                     Owari no Seraph       TV   \n",
       "0                                 Diabolik Lovers OVA      OVA   \n",
       "0                  Owari no Seraph: Nagoya Kessen-hen       TV   \n",
       "0                                      Vampire Holmes       TV   \n",
       "0                          Diabolik Lovers More,Blood       TV   \n",
       "0            Strike the Blood: Valkyria no Oukoku-hen      OVA   \n",
       "0                    Owari no Seraph: Owaranai Seraph  Special   \n",
       "0   Kekkai Sensen: Soresaemo Saitei de Saikou na Hibi  Special   \n",
       "0           Owari no Seraph: The Beginning of the End  Special   \n",
       "\n",
       "                                                  url vampire  yaoi  yuri  \n",
       "0   https://myanimelist.net/anime/621/Night_Walker...       1     0     0  \n",
       "0   https://myanimelist.net/anime/690/Kyuuketsuhim...       1     0     0  \n",
       "0   https://myanimelist.net/anime/347/Wild_Arms__T...       1     0     0  \n",
       "0   https://myanimelist.net/anime/6069/Gregory_Hor...       1     0     0  \n",
       "0   https://myanimelist.net/anime/12481/Gregory_Ho...       1     0     0  \n",
       "0   https://myanimelist.net/anime/12483/Gregory_Ho...       1     0     0  \n",
       "0   https://myanimelist.net/anime/405/Blood__The_L...       1     0     0  \n",
       "0   https://myanimelist.net/anime/543/Vampire_Hunt...       1     0     0  \n",
       "0   https://myanimelist.net/anime/553/Yami_no_Matsuei       1     0     0  \n",
       "0   https://myanimelist.net/anime/665/JoJo_no_Kimy...       1     0     0  \n",
       "0   https://myanimelist.net/anime/12485/Gregory_Ho...       1     0     0  \n",
       "0          https://myanimelist.net/anime/270/Hellsing       1     0     0  \n",
       "0   https://myanimelist.net/anime/169/Shingetsutan...       1     0     0  \n",
       "0    https://myanimelist.net/anime/258/Hitsuji_no_Uta       1     0     0  \n",
       "0       https://myanimelist.net/anime/4266/Vie_Durant       1     0     0  \n",
       "0   https://myanimelist.net/anime/343/Tsukuyomi__M...       1     0     0  \n",
       "0            https://myanimelist.net/anime/150/Blood_       1     0     0  \n",
       "0      https://myanimelist.net/anime/27/Trinity_Blood       1     0     0  \n",
       "0             https://myanimelist.net/anime/469/Karin       1     0     0  \n",
       "0     https://myanimelist.net/anime/600/Legend_of_Duo       1     0     0  \n",
       "0   https://myanimelist.net/anime/1489/Renkin_San-...       1     0     0  \n",
       "0   https://myanimelist.net/anime/1498/Black_Blood...       1     0     0  \n",
       "0   https://myanimelist.net/anime/6904/Hellsing_I_...       1     0     0  \n",
       "0   https://myanimelist.net/anime/777/Hellsing_Ult...       1     0     0  \n",
       "0   https://myanimelist.net/anime/941/Renkin_San-k...       1     0     0  \n",
       "0    https://myanimelist.net/anime/2130/Kaibutsu_Oujo       1     0     0  \n",
       "0   https://myanimelist.net/anime/3603/JoJo_no_Kim...       1     0     0  \n",
       "0   https://myanimelist.net/anime/2993/Rosario_to_...       1     0     0  \n",
       "0   https://myanimelist.net/anime/3457/Vampire_Knight       1     0     0  \n",
       "0   https://myanimelist.net/anime/4188/Mahou_Sense...       1     0     0  \n",
       "..                                                ...     ...   ...   ...  \n",
       "0   https://myanimelist.net/anime/9723/Hakuouki_He...       1     0     0  \n",
       "0   https://myanimelist.net/anime/10083/Shiki_Spec...       1     0     0  \n",
       "0         https://myanimelist.net/anime/10490/Blood-C       1     0     0  \n",
       "0   https://myanimelist.net/anime/10934/Itsuka_Ten...       1     0     0  \n",
       "0   https://myanimelist.net/anime/11077/Hellsing__...       1     0     0  \n",
       "0   https://myanimelist.net/anime/12579/Itsuka_Ten...       1     0     0  \n",
       "0            https://myanimelist.net/anime/6920/Blade       1     0     0  \n",
       "0   https://myanimelist.net/anime/9347/Fortune_Art...       1     0     0  \n",
       "0   https://myanimelist.net/anime/9750/Itsuka_Tenm...       1     0     0  \n",
       "0   https://myanimelist.net/anime/10681/Blood-C__T...       1     0     0  \n",
       "0   https://myanimelist.net/anime/14117/Blood-C__S...       1     0     0  \n",
       "0   https://myanimelist.net/anime/14719/JoJo_no_Ki...       1     0     0  \n",
       "0       https://myanimelist.net/anime/11633/Blood_Lad       1     0     0  \n",
       "0       https://myanimelist.net/anime/15933/Vassalord       1     0     0  \n",
       "0   https://myanimelist.net/anime/17074/Monogatari...       1     0     0  \n",
       "0   https://myanimelist.net/anime/17513/Diabolik_L...       1     0     0  \n",
       "0   https://myanimelist.net/anime/18277/Strike_the...       1     0     0  \n",
       "0   https://myanimelist.net/anime/18441/Blood_Lad_...       1     0     0  \n",
       "0   https://myanimelist.net/anime/20919/Diabolik_L...       1     0     0  \n",
       "0   https://myanimelist.net/anime/22985/Hipira-kun...       1     0     0  \n",
       "0   https://myanimelist.net/anime/24439/Kekkai_Sensen       1     0     0  \n",
       "0   https://myanimelist.net/anime/26243/Owari_no_S...       1     0     0  \n",
       "0   https://myanimelist.net/anime/27417/Diabolik_L...       1     0     0  \n",
       "0   https://myanimelist.net/anime/28927/Owari_no_S...       1     0     0  \n",
       "0   https://myanimelist.net/anime/28929/Vampire_Ho...       1     0     0  \n",
       "0   https://myanimelist.net/anime/29974/Diabolik_L...       1     0     0  \n",
       "0   https://myanimelist.net/anime/30321/Strike_the...       1     0     0  \n",
       "0   https://myanimelist.net/anime/30714/Owari_no_S...       1     0     0  \n",
       "0   https://myanimelist.net/anime/30915/Kekkai_Sen...       1     0     0  \n",
       "0   https://myanimelist.net/anime/31756/Owari_no_S...       1     0     0  \n",
       "\n",
       "[71 rows x 69 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "only_genre(\"vampire\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "sinopsis bag of words "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "from sklearn.ensemble import RandomForestClassifier\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    In the year 2071, humanity has colonized sever...\n",
       "0                                      Recap episodes.\n",
       "0    Six years ago at the magic school known as the...\n",
       "0    Ryo, Gawl and Koji are 3 young boys who travel...\n",
       "0    The once famous and well respected scientist Z...\n",
       "0    The story takes place in 19th century China du...\n",
       "0    A very short introduction used before the firs...\n",
       "0    Miz plans to retire as a Great Priestess of Wa...\n",
       "0    Taba and the Girls of Kagura Total Security In...\n",
       "0    An ancient God called Ranga awakens on an isol...\n",
       "0    In these earlier adventures of Lina Inverse an...\n",
       "0    Momoko is a high school student, trying to liv...\n",
       "0    Rantarou, Shinbei and Kirimaru are ninja appre...\n",
       "0    Time has come to a standstill. A whale appears...\n",
       "0    A VHS only special episode. Also known as Epis...\n",
       "0    Taking place mere months after the Saber Mario...\n",
       "0    This anime was running almost 20 years and has...\n",
       "0    Since the beginning of time, monstrous Demons ...\n",
       "0    Oraku is a lucky man. He has a comfortable job...\n",
       "0    A children's series about the daily lives of f...\n",
       "0    Cyress is a peaceful place. People are going a...\n",
       "0    Shu is from Datania, a country that makes youn...\n",
       "0    Lupin & co. attempt to steal two face plates f...\n",
       "0    Miyazawa Yukino is the perfect student. Kind, ...\n",
       "0    Get ready for a nightmarish journey through fa...\n",
       "0    A courageous young man tries to find the only ...\n",
       "0    Taichi Keaton is a half-British half-Japanese ...\n",
       "0    Sixth grader Sana Kurata has a perfect life. H...\n",
       "0    In the not so distant future much of the earth...\n",
       "0    The story revolves around a race that seeks to...\n",
       "                           ...                        \n",
       "0    An expanded version of the first episode of So...\n",
       "0    This special will have the Straw Hats fight Fo...\n",
       "0    A spin-off episode of Yamaha Motor’s original ...\n",
       "0    Original short animation that aired as part of...\n",
       "0    Gintama event anime that premiered at the Jump...\n",
       "0       Specials bundled with Blu-ray/DVD volumes 3-6.\n",
       "0    A short four-minute concept film that served a...\n",
       "0    A new short episode of the Mobile Suit Gundam-...\n",
       "0    Alternate 23rd episode of Steins;Gate , which ...\n",
       "0    Unaired anime episode bundled with the limited...\n",
       "0    Fukushima Gainax's commissioned commercials fo...\n",
       "0    An unaired episode bundled with the Nar Doma T...\n",
       "0    A short manner movie that aired at 109 Cinemas...\n",
       "0    Jiang Hao Yi, a normal, high school student wh...\n",
       "0    The second half of the special will look back ...\n",
       "0    The official website of the The File of Young ...\n",
       "0    A short video illustrating different stretchin...\n",
       "0    Unaired episode included in the eighth Blu-ray...\n",
       "0    The earth shook. The sea roared. A far greater...\n",
       "0    Surprise special for the 1 year anniversary fo...\n",
       "0    A special anime shown at the 66th NHK Kouhaku ...\n",
       "0    A cross-over between Frogman and Ryuuzou to Sh...\n",
       "0    820 years ago, Mujaka, the lord of werewolves ...\n",
       "0    Sinbad: Soratobu Hime to Himitsu no Shima pilo...\n",
       "0    Short comedy specials bundled with Okusama ga ...\n",
       "0    SAT (Union Forest Company's Security division)...\n",
       "0    A Halloween special starring Zonmi-chan. A sol...\n",
       "0    Specials included in the Blu-ray and DVD relea...\n",
       "0    Bai Xiaofei lived a dull, boring life. That al...\n",
       "0    A \"vertical\" anime starring a coin with doglik...\n",
       "Name: synopsis, dtype: object"
      ]
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