Toukenranbu_niconicoAPI.ipynb

{
 "metadata": {
  "name": "",
  "signature": "sha256:20d3779c1695c1e033acac4c799f8472c755231bad6ce66ee1a39ed19459f07b"
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 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "\u30cb\u30b3\u30cb\u30b3\u52d5\u753b \u300e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u691c\u7d22API\u300f"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import pandas as pd\n",
      "import matplotlib.pylab as plt\n",
      "%matplotlib inline\n",
      "import numpy as np\n",
      "\n",
      "from NiconicoSnapshotAPIWrapper import *\n",
      "api = NiconicoSnapshotAPIWrapper('NiconicoSnapshotAPIWrapper')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 26
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from datetime import datetime\n",
      "#from datetime import datetime, timezone, timedelta"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 23,
       "text": [
        "'2015-04-22 22:31:14'"
       ]
      }
     ],
     "prompt_number": 23
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "start='2014-01-01 00:00:00'\n",
      "end='2015-03-15 23:59:59'\n",
      "end=\"{0:%Y-%m-%d %H:%M:%S}\".format(datetime.now())\n",
      "size=100\n",
      "print end"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "2015-04-22 22:32:29\n"
       ]
      }
     ],
     "prompt_number": 31
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "data_toulab=api.query(u\"\u5200\u5263\u4e71 \", retry = 3, size = size, filters=[api.makeFilterRange('start_time', start,end)])\n",
      "print data_toulab.total"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "8475\n"
       ]
      }
     ],
     "prompt_number": 29
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "et=dt.datetime(2015,1,1)\n",
      "#daterange=[ ( (et + dt.timedelta(days=t)).strftime(\"%Y-%m-%d %H:%M:%S\"),(et + dt.timedelta(days=t+1)).strftime(\"%Y-%m-%d %H:%M:%S\")) for t in xrange(75)]\n",
      "daterange=[ ( (et + dt.timedelta(days=t)).strftime(\"%Y-%m-%d %H:%M:%S\"),(et + dt.timedelta(days=t+1)).strftime(\"%Y-%m-%d %H:%M:%S\")) for t in xrange(111)]\n",
      "startdate=zip(*daterange)[0]\n",
      "print daterange[-1]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "('2015-04-21 00:00:00', '2015-04-22 00:00:00')\n"
       ]
      }
     ],
     "prompt_number": 42
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "num_toulab=[api.query(u\"\u5200\u5263\u4e71 \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 43
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "num_touhou=[api.query(u\"\u6771\u65b9 \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 44
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "num_kancolle=[api.query(u\"(\u8266\u3053\u308c or \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093) \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 49
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "plt.plot(num_toulab[:-2])\n",
      "plt.title(u\"toulab 2015\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 45,
       "text": [
        "<matplotlib.text.Text at 0x8697230>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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zcbv0Uitt7NC3byrX/qWX7I4h7DyxcWLIEBP5xYv9nbdsHIm9CEBLi4ldkMje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\nRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x88f0a90>"
       ]
      }
     ],
     "prompt_number": 45
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import pymc as pm"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 46,
       "text": [
        "'2015-04-18 00:00:00'"
       ]
      }
     ],
     "prompt_number": 46
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "plt.plot(num_toulab[:-2])\n",
      "plt.plot(num_touhou[:-2])\n",
      "plt.plot(num_kancolle[:-2])\n",
      "plt.legend([u\"toulab\",u\"touhou\",u\"kancolle\"])\n",
      "plt.title(u\"niconico movie 2015\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 50,
       "text": [
        "<matplotlib.text.Text at 0x8a0cd90>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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YOHGix80prC3ESeckkb1wwTMoxN48sgcI9gyWfPvzxXkS+x+u+iFnK872rGSC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\ngUAgEAgEAoFAIBAIBAKBoHr5fzexKM5Nx2tVAAAAAElFTkSuQmCC\n",
       "text": [
        "<matplotlib.figure.Figure at 0x8bfd610>"
       ]
      }
     ],
     "prompt_number": 50
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "drange=pd.date_range(startdate[0],startdate[-1])\n",
      "pd.Series(num_toulab,index=drange)\n",
      "ts=pd.DataFrame({'touhou':pd.Series(num_touhou,index=drange),'toulab':pd.Series(num_toulab,index=drange),'kancolle':pd.Series(num_kancolle,index=drange)})"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 52
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ts.to_csv(\"niconicodata_totnum0421.csv\")\n",
      "#data=pd.read_csv(\"niconicodata_totnum.csv\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 53
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "num_vocalo=[api.query(u\"VOCALOID \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]\n",
      "num_miku=[api.query(u\"\u521d\u97f3\u30df\u30af \", retry = 3, size = 0, filters=[api.makeFilterRange('start_time', d[0],d[1])]).total for d in daterange]\n",
      "plt.plot(num_vocalo[:-1])\n",
      "plt.plot(num_miku[:-1])\n",
      "plt.legend([u\"vocaloid\",u\"miku\"])\n",
      "plt.title(u\"niconico movie 2015\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 70,
       "text": [
        "<matplotlib.text.Text at 0xb5a5f10>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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kY5yYGPl+ghWu2lrveu5QnP26dbB4sdxOTZXZjcAZsV+yJDhnf8013gZFL/bh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\n",
       "text": [
        "<matplotlib.figure.Figure at 0xb56b770>"
       ]
      }
     ],
     "prompt_number": 70
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for i,v in data_toulab.hits[0].items():\n",
      "    print i,v"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "description \u5200\u5263\u4e71\u821e\u3000Play\u52d5\u753b\u3000<br />DMM\u30b2\u30fc\u30e0\u30ba\u3000\u5200\u5263\u4e71\u821e-ONLINE-\u3000<br />\u5200\u5263\u7537\u58eb\u80b2\u6210\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3000<br />http://www.dmm.com/netgame_s/tohken/\n",
        "last_res_body False\n",
        "_rowid 0\n",
        "start_time 2015-02-23 06:56:11\n",
        "tags Play\u52d5\u753b \u30b2\u30fc\u30e0 \u5099\u524d\u56fd \u5200\u5263\u4e71\u821eDMM\n",
        "length_seconds 302\n",
        "mylist_counter 1\n",
        "view_counter 36\n",
        "thumbnail_url http://tn-skr4.smilevideo.jp/smile?i=25642267\n",
        "comment_counter 0\n",
        "title \u5200\u5263\u4e71\u821e\u3000Play\u52d5\u753b\u30001-\n",
        "cmsid sm25642267\n"
       ]
      }
     ],
     "prompt_number": 60
    },
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "Tags"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for d in data_toulab.hits:\n",
      "    print d['tags']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Play\u52d5\u753b \u30b2\u30fc\u30e0 \u5099\u524d\u56fd \u5200\u5263\u4e71\u821eDMM\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u4e00\u671f\u4e00\u632f(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u52a0\u5dde\u6e05\u5149\uff08\u5200\u5263\u4e71\u821e\uff09 \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8 \u3078\u3057\u5207\u9577\u8c37\u90e8\uff08\u5200\u5263\u4e71\u821e\uff09 \u5927\u5036\u5229\u4f3d\u7f85\uff08\u5200\u5263\u4e71\u821e\uff09 \u71ed\u53f0\u5207\u5149\u5fe0\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "\u30b3\u30b9\u30d7\u30ec\u3067\u8e0a\u3063\u3066\u307f\u305f \u4e09\u65e5\u6708\u5b97\u8fd1 \u51db\u3068\u3057\u3066\u54b2\u304f\u82b1\u306e\u5982\u304f \u5200\u5263\u4e71\u821e \u5263\u821e \u821e\u3063\u3066\u307f\u305f \u8e0a\u3063\u3066\u307f\u305f\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u4e00\u671f\u4e00\u632f\uff08\u5200\u5263\u4e71\u821e\uff09 \u5f1f\u306b\u306a\u308a\u305f\u304f\u306a\u308b\u52d5\u753b \u820e\u5f1f\u306e\u8056\u5730 \u85ac\u7814\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "mikumikudance MMD\u5200\u5263\u4e71\u821e Poker_Face \u305d\u306e\u4ed6 \u4e00\u671f\u4e00\u632f\uff08\u5200\u5263\u4e71\u821e\uff09 \u4e71\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09 \u5200\u5263\u4e71\u821e \u9aa8\u55b0\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09 \u9bf0\u5c3e\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance \uff2d\uff2d\uff24\u5200\u5263\u4e71\u821e Tik_Tok \u3082\u306f\u3084\u6301\u3061\u30cd\u30bf \u4f8b\u306e\u30a2\u30ec \u52a0\u5dde\u6e05\u5149(\u5200\u5263\u4e71\u821e) \u6687\u3092\u6301\u3066\u4f59\u3057\u305f\u5200\u9054\u306e\u904a\u3073 \u9f3b\u30e1\u30ac\u30cd\n",
        "\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u97f3MAD \u97f3MAD \u97f3\u697d\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Work_Bitch \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u9cf4\u72d0\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "Boyfriend MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8 \u5200\u5263\u4e71\u821e \u71ed\u53f0\u5207\u5149\u5fe0\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u9daf\u4e38(\u5200\u5263\u4e71\u821e)\n",
        "\u30a4\u30e1\u30bd\u30f3 \u4f5c\u696d\u7528BGM \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30a4\u30e1\u30bd\u30f3\n",
        "\u5185\u756a\u306e\u6642\u306b\u304b\u304b\u308b\u3084\u3064 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eBGM \u97f3\u697d\n",
        "\u30b2\u30fc\u30e0\u97f3\u697d \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eBGM \u52a0\u5dde\u6e05\u5149(\u5200\u5263\u4e71\u821e) \u97f3\u697d\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30ab\u30ea\u30f3\u30c8\u5f0f\u9cf4\u72d0 \u305d\u306e\u4ed6 \u9280.P \u9cf4\u72d0(\u5200\u5263\u4e71\u821e)\n",
        "\u30b2\u30fc\u30e0 \u30b2\u30fc\u30e0\u5b9f\u6cc1 \u3068\u3046\u3089\u3076 \u3086\u3063\u304f\u308a\u5b9f\u6cc1 \u5200\u5263\u4e71\u821e \u732b\u6642\u96e8\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5a01\u98a8\u5802\u3005(\u6885\u3068\u3089)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e TOXIC \u305d\u306e\u4ed6 \u30e9\u30b9\u30dc\u30b9 \u308b\u304b\u5f0f\u7345\u5b50\u738b \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u3067Toxic \u7345\u5b50\u738b(\u5200\u5263\u4e71\u821e) \u9ed9\u3063\u3066\u30de\u30a4\u30ea\u30b9\n",
        "MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u4eba\u529b\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6fc0\u3057\u3044\u6e29\u5ea6\u5dee\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u304a\u307e\u3051\u3082\u672c\u7de8 \u30e2\u30c9\u30ad\u5f0f\u6b4c\u4ed9\u517c\u5b9a \u517c\u5b9a\u7d44 \u5200\u5263\u4e71\u821e \u5200\u5263\u934bTV \u548c\u6cc9\u5b88\u517c\u5b9a\uff08\u5200\u5263\u4e71\u821e\uff09 \u6566\u76db2011 \u6b4c\u4ed9\u517c\u5b9a\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MMD\u5200\u5263\u4e71\u821e \u30b2\u30fc\u30e0\u7cfb\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6bd4\u8f03\u7684\u7a4f\u3084\u304b\u306a\u6e29\u5ea6\u5dee\n",
        "\u30a4\u30d9\u30f3\u30c8\u30b7\u30fc\u30f3 \u304a\u524d\u304c\u8a00\u3046\u306a \u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6 \u56de\u60f3\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6fc0\u3057\u3044\u6e29\u5ea6\u5dee\n",
        "MMD\u5200\u5263\u4e71\u821e \u30b2\u30fc\u30e0\u7cfb\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6e29\u5ea6\u5dee\u306e\u6fc0\u3057\u3044\u30e9\u30f3\u30ad\u30f3\u30b0\n",
        "\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Pusse_cafe \u4f0a\u9054\u7d44 \u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e) \u71ed\u53f0\u5207\u5149\u5fe0(\u5200\u5263\u4e71\u821e)\n",
        "MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u4eba\u529b\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6e29\u5ea6\u5dee\u6ce8\u610f\n",
        "\u30e1\u30bf\u3067\u52dd\u3066\u308b\u6751 \u4e88\u6e2c\u53ef\u80fd\u56de\u907f\u4e0d\u53ef\u80fd\u306a\u30e9\u30b9\u30c8 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\uff2d\uff21\uff24 \u5200\u5263\u4eba\u72fc \u591a\u30ad\u30e3\u30e9\u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u3046\u3063\u3068\u308a\u9752\u6c5f \u305d\u306e\u4ed6 \u306b\u3063\u304b\u308a\u9752\u6c5f(\u5200\u5263\u4e71\u821e) \u4e00\u9a0e\u5f53\u5343(\u6885\u3068\u3089) \u5200\u5263\u4e71\u821e \u5fa1\u624b\u6775(\u5200\u5263\u4e71\u821e) \u873b\u86c9\u5207(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30b2\u30fc\u30e0 \u3068\u3046\u3089\u3076\u69cd\u7d44 \u5200\u5263\u4e71\u821e \u5fa1\u624b\u6775(\u5200\u5263\u4e71\u821e) \u69cd\u7d44 \u873b\u86c9\u5207(\u5200\u5263\u4e71\u821e)\n",
        "\u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6\n",
        "MMD\u5200\u5263\u4e71\u821e \u30b2\u30fc\u30e0\u7cfb\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u4eba\u529b\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u6e29\u5ea6\u5dee\u3067\u98a8\u90aa\u3092\u5f15\u304f\u52d5\u753b\n",
        "BTOOOM!OP\u30d1\u30ed\u30ea\u30f3\u30af MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u518d\u73feMMD \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eOP\uff06ED\u30d1\u30ed \u591a\u30ad\u30e3\u30e9\u5200\u5263\u4e71\u821e \u6bd4\u8f03\u2192sm25874017 \u9ed9\u3063\u3066\u30de\u30a4\u30ea\u30b9\n",
        "\u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30e9\u30f3\u30ad\u30f3\u30b0 MMD\u5200\u5263\u4e71\u821e \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u97f3MAD \u30cb\u30b3\u30cb\u30b3\u30e9\u30f3\u30ad\u30f3\u30b0 \u6bd4\u8f03\u7684\u3086\u308b\u3084\u304b\u306a\u6e29\u5ea6\u5dee (\u2190\u305f\u3060\u3057\u9577\u8c37\u90e8\u306f\u9664\u304f)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u3046\u3063\u3068\u308a\u9752\u6c5f \u30b9\u30bf\u30a4\u30ea\u30c3\u30b7\u30e5\u9b5a\u9c57\u9663 \u305d\u306e\u4ed6 \u306b\u3063\u304b\u308a\u9752\u6c5f(\u5200\u5263\u4e71\u821e) \u3078\u3057\u5207\u9577\u8c37\u90e8(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e \u5fa1\u624b\u6775(\u5200\u5263\u4e71\u821e) \u71ed\u53f0\u5207\u5149\u5fe0(\u5200\u5263\u4e71\u821e) \u873b\u86c9\u5207(\u5200\u5263\u4e71\u821e)\n",
        "\u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6\n",
        "\u304a\u3063\u3055\u3093 \u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5b9f\u6cc1\n",
        "\u30b2\u30fc\u30e0 \u3068\u3046\u3089\u3076 \u3086\u3063\u304f\u308a\u5b9f\u6cc1 \u5200\u5263\u4e71\u821e\n",
        "\u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eMAD \u9759\u6b62\u753bMAD\n",
        "littleMaidMob Minecraft \u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30aa\u30fc\u30eb\u30b9\u30bf\u30fc\u30ba\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u52a0\u5dde\u6e05\u5149\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30ab\u30ea\u30f3\u30c8\u5f0f\u9cf4\u72d0 \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u3072\u308f\u3053\u5f0f\u4e00\u671f\u4e00\u632f \u4e00\u671f\u4e00\u632f \u5200\u5263\u4e71\u821e\n",
        "HALO(\u308c\u308b\u308a\u308a) MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u7345\u5b50\u738b(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u591a\u30ad\u30e3\u30e9\u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u4eca\u5263(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e\n",
        "\u305d\u306e\u4ed6 MMD\u5200\u5263\u4e71\u821e \u71ed\u53f0\u5207\u5149\u5fe0(\u5200\u5263\u4e71\u821e) \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e) MikuMikuDance \u9db4\u4e38\u56fd\u6c38(\u5200\u5263\u4e71\u821e) \u4f0a\u9054\u7d44 \u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u5c0f\u591c\u5de6\u6587\u5b57(\u5200\u5263\u4e71\u821e) \u86cd\u4e38(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Te_Amo \u305d\u306e\u4ed6 \u86cd\u4e38(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance \uff2d\uff2d\uff24\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u71ed\u53f0\u5207\u5149\u5fe0\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u71ed\u53f0\u5207\u5149\u5fe0(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u9cf4\u72d0\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u52a0\u5dde\u6e05\u5149(\u5200\u5263\u4e71\u821e)\n",
        "\u30b2\u30fc\u30e0 \u4eba\u529b\u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e \u77f3\u5207\u4e38(\u5200\u5263\u4e71\u821e)\n",
        "\u5200\u5263\u4e71\u821e \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u63cf\u3044\u3066\u307f\u305f\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u9bf0\u5c3e\u85e4\u56db\u90ce\n",
        "NINMU\u304c\u30b2\u30b7\u30e5\u30bf\u30eb\u30c8\u5d29\u58ca \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6\n",
        "MikuMikuDance MMD-PV MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u571f\u65b9\u7d44 \u6c96\u7530\u7d44\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5c0f\u72d0\u4e38\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5c71\u59e5\u5207\u56fd\u5e83\uff08\u5200\u5263\u4e71\u821e\uff09 \u5c71\u59e5\u5207\u56fd\u5e83\u30d5\u30a1\u30f3\u306e\u8056\u5730\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u3078\u3057\u5207\u9577\u8c37\u90e8(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e\n",
        "MAD \u304a\u3063\u3055\u3093 \u30b2\u30fc\u30e0 \u3068\u3046\u3089\u3076 \u3081\u3052\u306a\u3044 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u97f3MAD\n",
        "It_makes_me_ill MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u51e6\u5973\u4f5c MMD\u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85\uff08\u5200\u5263\u4e71\u821e\uff09 \u71ed\u53f0\u5207\u5149\u5fe0\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30a2\u30a4(ATOLS) \u305d\u306e\u4ed6 \u611b\u67d3\u56fd\u4fca(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u51e6\u5973\u4f5c MMD\u5200\u5263\u4e71\u821e Shady(MMD) \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u9678\u5965\u5b88\u5409\u884c(\u5200\u5263\u4e71\u821e)\n",
        "\u3068\u3046\u3089\u3076 \u30d4\u30a2\u30ce \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eBGM \u697d\u8b5c \u97f3\u697d\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u611b\u67d3\u56fd\u4fca(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u7345\u5b50\u738b(\u5200\u5263\u4e71\u821e)\n",
        "\u30df\u30b9\u30bf\u30fc\u30fb\u30d6\u30b7\u30c9\u30fc \u5200\u5263\u4e71\u821e \u5be9\u795e\u8005part1\u30ea\u30f3\u30af \u7434\u8449\u831c\u30fb\u8475\u5b9f\u6cc1\u30d7\u30ec\u30a4 \u7434\u8449\u831c\u30fb\u8475\u5b9f\u6cc1\u30d7\u30ec\u30a4Part1\u30ea\u30f3\u30af\n",
        "Insomnia MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u3078\u3057\u5207\u9577\u8c37\u90e8\uff08\u5200\u5263\u4e71\u821e\uff09 \u5200\u5263\u4e71\u821e \u71ed\u53f0\u5207\u5149\u5fe0\uff08\u5200\u5263\u4e71\u821e\uff09 \u7e54\u7530\u7d44 \u85ac\u7814\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Treasure(MMD) \u3056\u3063\u3057\u3085\u5f0f\u9db4\u4e38\u56fd\u6c38 \u305d\u306e\u4ed6 \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u5200\u5263\u4e71\u821e \u9db4\u4e38\u56fd\u6c38(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u591a\u30ad\u30e3\u30e9\u5200\u5263\u4e71\u821e\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30a2\u30a4(ATOLS) \u52a0\u5dde\u6e05\u5149\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "Life_Goes_On \u5200\u5263\u4e71\u821e \u624b\u63cf\u304dMAD \u624b\u63cf\u304d\u5200\u5263\u4e71\u821e \u624b\u66f8\u304dMAD \u624b\u66f8\u304d\u7a2e\u30d1\u30ed \u63cf\u3044\u3066\u307f\u305f\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u85ac\u7814\u85e4\u56db\u90ce \u85ac\u7814\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u307b\u308a\u304b\u308f\u3044\u3044 \u5200\u5263\u4e71\u821e \u5800\u5ddd\u56fd\u5e83(\u5200\u5263\u4e71\u821e)\n",
        "bouquet(doriko) MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5927\u548c\u5b88\u5b89\u5b9a(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Papaoutai \u305d\u306e\u4ed6 \u5927\u5036\u5229\u4f3d\u7f85\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "Masked_bitcH MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u4e71\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e \u6f23\u5f0f\u4e71\u85e4\u56db\u90ce\n",
        "\u304b\u3057\u3085\u3093\uff08\u751f\u653e\u9001\u4e3b\uff09 \u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5b9f\u6cc1\u30d7\u30ec\u30a4 \u5b9f\u6cc1\u30d7\u30ec\u30a4part1\u30ea\u30f3\u30af \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u68ee\u672c\u6b66\u306eSOS\u30ea\u30f3\u30af \u8aac\u6559\u304a\u3058\u3055\u3093\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u540c\u7530\u8cab\u6b63\u56fd(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u4f0a\u9054\u7d44 \u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e) \u71ed\u53f0\u5207\u5149\u5fe0(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u30a2\u30a4(ATOLS) \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u53cd\u8ee2 \u77f3\u5207\u4e38(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u52a0\u5dde\u6e05\u5149(\u5200\u5263\u4e71\u821e) \u5927\u548c\u5b88\u5b89\u5b9a(\u5200\u5263\u4e71\u821e)\n",
        "It_makes_me_ill MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u85ac\u7814\u85e4\u56db\u90ce\uff08\u5200\u5263\u4e71\u821e\uff09\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5c71\u59e5\u5207\u56fd\u5e83(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance \uff2d\uff2d\uff24\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u4e00\u671f\u4e00\u632f(\u5200\u5263\u4e71\u821e) \u85ac\u7814\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e)\n",
        "ELECT MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u540c\u7530\u8cab\u6b63\u56fd \u540c\u7530\u8cab\u6b63\u56fd(\u5200\u5263\u4e71\u821e)\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u85ac\u7814\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e)\n",
        "\u304b\u3057\u3085\u3093 \u30b2\u30fc\u30e0 \u30b2\u30fc\u30e0\u5b9f\u6cc1 \u5200\u5263\u4e71\u821e \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u68ee\u672c\u6b66\u306eSOS\u30ea\u30f3\u30af\n",
        "\uff08\u6483\u7834\uff09 \u25cb\u7d22\u6575\u30dc\u30a4\u30b9_\u25ce\u7d20\u6575\u30dc\u30a4\u30b9 \u30b2\u30fc\u30e0 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821e\u30dc\u30a4\u30b9\u96c6 \u7d20\u6575\u30dc\u30a4\u30b9\u96c6 \u7d22\u6575\u306e\u53e5 \u9b31\u4e09\u5144\u5f1f\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u5200\u5263\u4e71\u821e \u5e3d\u5b50\u5c4b\u5f0f\u8107\u5dee\u85e4\u56db\u90ce \u9aa8\u55b0\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e) \u9bf0\u5c3e\u85e4\u56db\u90ce(\u5200\u5263\u4e71\u821e)\n",
        "MIDI Sax \u305f\u3060\u306e\u591c\u685c \u3068\u3046\u3089\u3076 \u3068\u3046\u3089\u3076\u30a2\u30ec\u30f3\u30b8\u66f2 \u5200\u5263\u4e71\u821e \u5200\u5263\u4e71\u821eBGM \u5439\u594f\u697d\u7de8\u66f2\u30ea\u30f3\u30af \u97f3\u697d\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e \u305d\u306e\u4ed6 \u308f\u3061\u5f0f\u4e09\u65e5\u6708\u5b97\u8fd1 \u4e00\u5fc3\u4e0d\u4e71(\u6885\u3068\u3089) \u4e09\u65e5\u6708\u5b97\u8fd1(\u5200\u5263\u4e71\u821e) \u5200\u5263\u4e71\u821e \u5929\u4e0b\u4e94\u5263\u306e\u672c\u6c17\n",
        "MikuMikuDance MMD\u5200\u5263\u4e71\u821e Right_There(MMD) \u5200\u5263\u4e71\u821e \u5927\u5036\u5229\u4f3d\u7f85(\u5200\u5263\u4e71\u821e)\n"
       ]
      }
     ],
     "prompt_number": 61
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "size=100\n",
      "data_touhou=api.query(u\"\u6771\u65b9 \", retry = 3, size = size, filters=[api.makeFilterRange('start_time', start,end)])\n",
      "print data_touhou.total"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "60349\n"
       ]
      }
     ],
     "prompt_number": 62
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for d in data_touhou.hits:print d['tags']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\u4f5c\u696d\u7528BGM \u6771\u65b9 \u6771\u65b9DubStep \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u97f3\u697d\n",
        "D.watt Masayoshi_Minoshima Shibayan ziki_7 \u30ce\u30f3\u30b9\u30c8\u30c3\u30d7 \u4f5c\u696d\u7528BGM \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30cf\u30a6\u30b9 \u6b64\u7cf8\u30a6\u30eb\u30f1 \u97f3\u697d\n",
        "Alstroemeria_Records Masayoshi_Minoshima Nhato \u30ce\u30f3\u30b9\u30c8\u30c3\u30d7 \u4f5c\u696d\u7528BGM \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u97f3\u697d\n",
        "FPS Postal2 ProjectMarica STG \u30dd\u30b9\u30bf\u30eb2 \u6771\u65b9 \u691c\u7d22\u59a8\u5bb3\n",
        "\u6771\u65b9 \u6771\u65b9\u5927\u4e71\u95d8\n",
        "\u5e7b\u60f3\u5165\u308a \u6771\u65b9 \u6771\u65b9\u602a\u4eba\u9332\n",
        "\u63cf\u3044\u3066\u307f\u305f \u6771\u65b9 \u6c38\u591c\u6284\n",
        "\u63cf\u3044\u3066\u307f\u305f \u6771\u65b9 \u82b1\u6620\u585a\n",
        "\u30b2\u30fc\u30e0 \u516b\u96f2\u85cd \u6771\u65b9 \u6771\u65b9\u5996\u3005\u5922\n",
        "\u5996\u3005\u5922 \u63cf\u3044\u3066\u307f\u305f \u6771\u65b9\n",
        "\u6771\u65b9\n",
        "COOL&amp;CREATE \u30d3\u30fc\u30c8\u307e\u308a\u304a \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u4eba_-TOHO_BEAT-\n",
        "\u3086\u3063\u304f\u308a \u3086\u3063\u304f\u308a\u3044\u3058\u3081 \u6771\u65b9 \u6771\u65b9\u91e3\u5177\u5e97 \u81ea\u7136 \u9b5a\u91e3\u308a\n",
        "\u30b2\u30fc\u30e0 \u30ec\u30fc\u30b9\u30b2\u30fc\u30e0 \u6771\u65b9XtremeRacer \u9996\u90fd\u9ad8\u30d0\u30c8\u30eb \u9996\u90fd\u9ad8\u30d0\u30c8\u30eb01\n",
        "C85 SOUNDHOLIC \u30a2\u30cb\u30e1 \u540c\u4eba\u97f3\u697d \u6771\u65b9\n",
        "\u63cf\u3044\u3066\u307f\u305f \u6771\u65b9 \u7d05\u9b54\u90f7 \u81ea\u6a5f\u7d44\n",
        "Amateras_Records AviUtl Tear_Rain \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u6771\u65b9 \u99c4\u72ac\u30dd\u30c1\n",
        "GETINTHERING GET_IN_THE_RING \u4e8c\u8272\u84ee\u82b1\u8776 \u535a\u9e97\u970a\u5922 \u5c11\u5973\u7dba\u60f3\u66f2 \u6625\u8272\u5c0f\u5f84 \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u6771\u65b9\u5996\u604b\u8ac7\n",
        "\u30cb\u30b3\u30cb\u30b3DJ \u4f5c\u696d\u7528BGM \u6771\u65b9 \u6771\u65b9DJ \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30cf\u30a6\u30b9\n",
        "\u6771\u65b9 \u6771\u65b9\u904a\u622f\u738b \u6771\u65b9\u904a\u622f\u738bED \u67b6\u7a7a\u30c7\u30e5\u30a8\u30eb \u67b6\u7a7a\u30c7\u30e5\u30a8\u30ebOP\u30fbED\u30ea\u30f3\u30af\n",
        "Alstroemeria_Records Masayoshi_Minoshima Nhato \u30ce\u30f3\u30b9\u30c8\u30c3\u30d7 \u4f5c\u696d\u7528BGM \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u97f3\u697d\n",
        "\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8 \u30d7\u30c7\u30a3 \u4f5c\u696d\u7528BGM \u4f8b\u306e\u30a2\u30ec \u6771\u65b9 \u6771\u65b9\u539f\u66f2 \u6771\u65b9\u79c1\u7684\u9332 \u7d05\u697c-EasternDream... \u97f3\u697d\n",
        "\u6771\u65b9 \u6771\u65b9VISION\n",
        "\u306a\u306b\u3053\u308c\u304b\u308f\u3044\u3044 \u30e1\u30e1\u30bf\u30a1 \u51a5\u571f\u3055\u3093 \u5e38\u8b58\u306b\u56da\u308f\u308c\u306a\u3044\u6f2b\u753b \u5e7b\u60f3\u90f7\u30e1\u30a4\u30c9\u5316\u8a08\u753b \u5e7b\u60f3\u90f7\u671f\u5f85\u306e\u65b0\u4eba \u6771\u65b9 \u6771\u65b9\u624b\u66f8\u304d\u5287\u5834 \u6771\u65b9\u81ea\u6a5f\u7d44 \u8336\u756a\n",
        "\u6771\u65b9\n",
        "MAD \u30ea\u30c8\u30d0\u30b9 \u6295\u7a3f\u8005\u30b3\u30e1\u30f3\u30c8 \u6771\u65b9 \u97f3\u697d\n",
        "This_game \u30ce\u30fc\u30b2\u30fc\u30e0\u30fb\u30ce\u30fc\u30e9\u30a4\u30d5 \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u5922\u60f3\u590f\u90f7 \u5e7b\u60f3\u4e07\u83ef\u93e1 \u6771\u65b9 \u6771\u65b9MAD \u6771\u65b9PVD \u6771\u65b9\u30a2\u30cb\u30e1MAD \u6771\u65b9\u6d3b\u52d5\u5199\u771f\u9928 \u975e\u6771\u65b9\u66f2PV\u30ea\u30f3\u30af\n",
        "\u6771\u65b9 \u6771\u65b9VISION\n",
        "\u6771\u65b9 \u6771\u65b9\u5996\u3005\u5922\n",
        "\u6771\u65b9\u5f3e\u5e55\u98a8\n",
        "\u30a2\u30ec\u30f3\u30b8 \u30cb\u30b3\u30cb\u30b3\u30a4\u30f3\u30c7\u30a3\u30fc\u30ba \u6771\u65b9\n",
        "Init \u6771\u65b9 \u6771\u65b9\u65e7\u4f5c \u97f3\u697d\n",
        "\u6771\u65b9 \u6771\u65b9Project \u6771\u65b9\u65e7\u4f5c \u6771\u65b9\u753b\u50cf\u96c6\n",
        "\u6771\u65b9 \u6771\u65b9\u5996\u3005\u5922\n",
        "\u30b2\u30fc\u30e0 \u3086\u3063\u304f\u308a \u5b9f\u6cc1 \u5f3e\u5e55 \u6771\u65b9 \u96d1\u8ac7\n",
        "\u6771\u65b9 \u6771\u65b9\u30e1\u30bf\u30eb\n",
        "\u516b\u96f2\u85cd \u6587\u82b1\u5e16 \u6771\u65b9 \u6771\u65b9\u6587\u82b1\u5e16\n",
        "\u6771\u65b9 \u6771\u65b9\u539f\u66f2 \u6771\u65b9\u6c38\u591c\u6284\n",
        "\u6771\u65b9\n",
        "\u6771\u65b9\n",
        "\u30c1\u30eb\u30ce \u30df\u30b9\u30c6\u30a3\u30a2 \u30eb\u30fc\u30df\u30a2 \u6771\u65b9 \u6771\u65b9\u4eba\u5f62\u5287\n",
        "\u6771\u65b9 \u6771\u65b9\u3092\u63cf\u3044\u3066\u307f\u305f\n",
        "op \u3086\u3063\u304f\u308a\u5287\u5834 \u6771\u65b9\n",
        "\u6771\u65b9 \u6771\u65b9MAD\n",
        "\u6771\u65b9 \u6771\u65b9\u7834\u5929\u967d\n",
        "\u6771\u65b9 \u6771\u65b9\u7834\u5929\u967d\n",
        "\u30d7\u30ec\u30a4\u52d5\u753b \u6771\u65b9 \u82fa\u574a\u4e3b\n",
        "\u6771\u65b9 \u6771\u65b9\u7834\u5929\u967d\n",
        "\u6771\u65b9 \u6771\u65b9\u7834\u5929\u967d\n",
        "OverDrive \u30b2\u30fc\u30e0 \u6771\u65b9 \u795e\u970a\u5edf\n",
        "\u30d0\u30b0 \u6771\u65b9 \u6771\u65b9\u5730\u970a\u6bbf\n",
        "\u30b8\u30a7\u30b8\u30e5\u30f3 \u6771\u65b9\u795e\u8d77\n",
        "asriel \u30a2\u30cb\u30e1 \u5922\u60f3\u590f\u90f7 \u5e7b\u60f3\u4e07\u83ef\u93e1 \u6771\u65b9 \u6771\u65b9MAD\n",
        "Cloud9 \u53e4\u304d\u30e6\u30a2\u30f3\u30b7\u30a7\u30f3 \u6771\u65b9 \u6771\u65b9\u795e\u970a\u5edf\n",
        "\u30e1\u30bf\u30eb \u6771\u65b9 \u6771\u65b9\u91cd\u91d1\u5c5e\n",
        "\uff14\u30b3\u30de \u306f\u3068\u307d\u3063\u307d \u6771\u65b9 \u6f2b\u753b\n",
        "WitchingDream \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u5e7b\u60f3\u90f7 \u97f3\u697d\n",
        "Robocraft \u30b2\u30fc\u30e0 \u3082\u3069\u3057\u3066 \u3086\u3063\u304f\u308a \u6771\u65b9 \u6771\u65b9\u6226\u8eca\n",
        "Liz_Triangle \u611f\u60c5\u306e\u6469\u5929\u697c \u6771\u65b9 \u6771\u65b9Vocal \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb\n",
        "\u6771\u65b9 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u6771\u65b9\u5996\u3005\u5922_\uff5e_Ancient_Temple \u77f3\u9e78\u5c4b\n",
        "\u30aa\u30ea\u30ad\u30e3\u30e9 \u30d0\u30c8\u30eb\u30b9\u30d4\u30ea\u30c3\u30c4 \u6771\u65b9 \u67b6\u7a7a\u30c7\u30e5\u30a8\u30eb\n",
        "\u61d0\u304b\u3057\u304d\u6771\u65b9\u306e\u8840 \u6771\u65b9 \u6771\u65b9Vocal \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u767a\u71b1\u5deb\u5973\uff5e\u305a\n",
        "3L SOUNDHOLIC \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb\u30a2\u30ec\u30f3\u30b8 \u6e80\u6708\u306e\u7af9\u6797\n",
        "\u5e7b\u60f3\u5165\u308a \u6771\u65b9 \u6771\u65b9\u7834\u5929\u967d\n",
        "Ichigo \u6771\u65b9 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb\n",
        "Forza4 \u30b2\u30fc\u30e0 \u30ec\u30fc\u30b9\u30b2\u30fc\u30e0 \u6771\u65b9\n",
        "JazZUN \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u81ea\u4f5c\u30a2\u30ec\u30f3\u30b8 \u7815\u6708\n",
        "\u6771\u65b9 \u6771\u65b9\u3092\u63cf\u3044\u3066\u307f\u305f \u96d1\u30b3\u30e9\n",
        "Romantic_Children Syrufit \u6771\u65b9 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u7dbe\u5009\u76df\n",
        "\u6771\u65b9 \u6771\u65b9\u4eba\u5f62\u5287 \u970a\u5922\n",
        "\u304b\u3077\u308a\u3053\u30fc\u3093 \u30b2\u30fc\u30e0 \u590f\u732b \u5b9f\u6cc1 \u6771\u65b9 \u6771\u65b9ROCKMAIDEN \u970a\u5922\n",
        "\u535a\u9e97\u970a\u5922 \u63cf\u3044\u3066\u307f\u305f \u6771\u65b9\n",
        "\u30c1\u30eb\u30ce \u30ca\u30ba\u30fc\u30ea\u30f3 \u30e9\u30d6\u30e9\u30a4\u30d6 \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u521d\u7d1a\u8005\u5411\u3051\u30ea\u30f3\u30af \u8266\u3053\u308c \u970a\u5922 \u9b3c\u4eba\u6b63\u90aa \u9b54\u7406\u6c99\n",
        "FELT \u4eca\u6614\u5e7b\u60f3\u90f7 \u6700\u9ad8\u97f3\u8cea \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u821e\u82b1 \u97f3\u697d \u98a8\u898b\u5e7d\u9999\n",
        "\u307e\u3043\u3093\u2606\u3057\u3043\u304b\u3041 \u30de\u30a4\u30d5\u30a7\u30a4\u30d0\u30ea\u30c3\u30c9\u30c4\u30a2\u30fc \u6771\u65b9 \u6771\u65b9Vocal \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u6771\u65b9\u8403\u5922\u60f3\n",
        "\u63cf\u3044\u3066\u307f\u305f \u6771\u65b9 \u98a8\u795e\u9332\n",
        "\u304a\u9858\u3044\u3057\u307e\u3059\u518d\u751f\u3057\u3066\u304f\u3060\u3055\u3044 \u5e7b\u60f3\u5165\u308a \u5e7b\u60f3\u5165\u308a1\u8a71\u30ea\u30f3\u30af \u6771\u65b9\u5e7b\u6226\u9332 \u9b45\u9b54\n",
        "Romantic_Children Square \u3075\u3049\u308c\u3059\u3068\u3074\u308c\u304a \u6771\u65b9 \u6771\u65b9Vocal \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u6771\u65b9\u602a\u7dba\u8ac7\uff5eMystic_Square\n",
        "\u6771\u65b9 \u6771\u65b9\u7d05\u9b54\u90f7\n",
        "\u6771\u65b9 \u6771\u65b9\u5996\u3005\u5922\n",
        "MikuMikuDance MMD\u30c9\u30e9\u30de \u5909\u614b\u753b\u8cea \u6771\u65b9 \u6771\u65b9MMD \u8d85\u753b\u8cea\n",
        "DJAIR-G DJmix \u6771\u65b9 \u8e0a\u308c\u305d\u3046\u306a\u66f2 \u97f3\u697d\n",
        "\u5e7b\u60f3\u5165\u308a\u30b7\u30ea\u30fc\u30ba \u6771\u65b9 \u6771\u65b9\u7570\u81e3\u58eb\u53f2\n",
        "LUVORATORRRRRY! MikuMikuDance \u6771\u65b9 \u6771\u65b9MMD \u6cb3\u57ce\u306b\u3068\u308a \u6cb3\u57ce\u307f\u3068\u308a\n",
        "\u5e7b\u60f3\u5165\u308a\u30b7\u30ea\u30fc\u30ba \u6771\u65b9 \u6771\u65b9\u7570\u81e3\u58eb\u53f2\n",
        "\u30b2\u30fc\u30e0 \u30ec\u30fc\u30b9\u30b2\u30fc\u30e0 \u6771\u65b9XtremeRacer \u9996\u90fd\u9ad8\u30d0\u30c8\u30eb \u9996\u90fd\u9ad8\u30d0\u30c8\u30eb01\n",
        "\u4e8c\u6b21\u5275\u4f5c \u6771\u65b9 \u6771\u65b9\u3084\u304a\u3044\u5287\u5834 \u6771\u65b9\u624b\u63cf\u304d\u5287\u5834\n",
        "\u304b\u3077\u308a\u3053\u30fc\u3093 \u30b2\u30fc\u30e0 \u30c9\u30ab\u30dd\u30f3 \u6771\u65b9\n",
        "\u6771\u65b9\n",
        "\u30e1\u30c7\u30a3\u30b9\u30f3 \u30e1\u30c7\u30a3\u30b9\u30f3\u30fb\u30e1\u30e9\u30f3\u30b3\u30ea\u30fc \u30e1\u30e9\u30f3\u30b3\u30ea\u30fc \u540c\u4eba \u6771\u65b9 \u97f3\u697d\n",
        "\u540c\u4eba \u6771\u65b9 \u6771\u65b9\u8f1d\u91dd\u57ce \u6b63\u90aa \u7a7a\u4e2d\u306b\u6c88\u3080\u8f1d\u91dd\u57ce \u97f3\u697d \u9b3c\u4eba \u9b3c\u4eba\u6b63\u90aa\n",
        "\u30a6\u30eb\u30c8\u30e9\u30de\u30f3 \u5e7b\u60f3\u5165\u308a\u30b7\u30ea\u30fc\u30ba \u6771\u65b9 \u6771\u65b9\u507d\u5de8\u4eba \u6771\u65b9\u5149\u5de8\u4eba\n",
        "ACVD N-WGIX/v \u30a2\u30fc\u30de\u30fc\u30c9\u30b3\u30a2 \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8 \u30be\u30c7\u30a3\u30a2\u30c3\u30af \u5e7b\u60f3\u5165\u308a\u30b7\u30ea\u30fc\u30ba \u6771\u65b9 \u707c\u773c\u306e\u30b7\u30e3\u30ca\n",
        "\u30af\u30fc\u30d9\u30eb\u30c4\u30a2\u30fc\uff08\u4eee\uff09 \u3081\u3089\u307f\u307d\u3063\u3077 \u6771\u65b9 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb\n",
        "FELT Selene's_light \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u6700\u9ad8\u97f3\u8cea \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u795e\u66f2 \u7f8e\u6b4c \u9727\u96e8\u9b54\u7406\u6c99 \u97f3\u697d\n",
        "FELT Maurits&quot;\u7985&quot;Cornelis Vivienne \u5bc5\u4e38\u661f \u6700\u9ad8\u97f3\u8cea \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u97f3\u697d \u9b54\u754c\u5730\u65b9\u90fd\u5e02\u30a8\u30bd\u30c6\u30ea\u30a2\n",
        "FELT \u30af\u30ea\u30b9\u30bf\u30e9\u30a4\u30ba\u30b7\u30eb\u30d0\u30fc \u30ec\u30c6\u30a3\u30fb\u30db\u30ef\u30a4\u30c8\u30ed\u30c3\u30af \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u97f3\u697d\n",
        "FELT Maurits&quot;\u7985&quot;Cornelis Renko Vivienne \u30c6\u30a3\u30a2\u30aa\u30a4\u30a8\u30c4\u30a9\u30f3 \u516b\u96f2\u4e00\u5bb6 \u6771\u65b9 \u6771\u65b9\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb \u97f3\u697d\n",
        "KEiNA TAMUSIC \u5c04\u547d\u4e38\u6587 \u6771\u65b9 \u6771\u65b9\u30f4\u30a9\u30fc\u30ab\u30eb\u30a2\u30ec\u30f3\u30b8 \u6771\u65b9\u5f26\u594f\u6b4c-OCTAVE- \u6771\u65b9\u6587\u82b1\u5e16 \u897f\u5712\u5bfa\u306b\u3085 \u98a8\u795e\u5c11\u5973\n",
        "It_makes_me_ill MikuMikuDance \u535a\u9e97\u970a\u5922 \u6771\u65b9MMD\n"
       ]
      }
     ],
     "prompt_number": 63
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "size=100\n",
      "data_kancolle=api.query(u\"(\u8266\u3053\u308c or \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093)  \", retry = 3, size = size, filters=[api.makeFilterRange('start_time', start,end)])\n",
      "print data_kancolle.total"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "48167\n"
       ]
      }
     ],
     "prompt_number": 64
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for d in data_kancolle.hits:print d['tags']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\u30b2\u30fc\u30e0 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u5439\u96ea \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u5439\u96ea\u304c\u6620\u3089\u306a\u3044\u300e\u5439\u96ea\u300f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "\u30a2\u30cb\u30e1\u756a\u7d44\u3067\u653e\u6620\u3057\u3066\u305f\uff23\uff2d\u96c6 \u5e83\u5cf6\u770c\u6c11\u30db\u30a4\u30db\u30a4 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "MIX \u691c\u7d22\u59a8\u5bb3 \u8266\u3053\u308c \u8266\u3053\u308c\u3068\u306f\u9055\u3046\u4f55\u304b \u8266\u3053\u308c\u306f\u95a2\u4fc2\u3042\u308a\u307e\u305b\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c- \u91e3\u308a\u52d5\u753b \u97f3\u697d\n",
        "\u30a2\u30cb\u30e1 \u6681 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "DMM.com KADOKAWAGAMES MAD nano Nevereverland \u30b2\u30fc\u30e0 \u30ca\u30ce \u8266\u3053\u308c \u8266\u3053\u308cMAD \u8266\u968a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3 \u89d2\u5ddd\u30b2\u30fc\u30e0\u30b9\n",
        "\u30a2\u30cb\u30e1 \u6d77\u8272 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308cPVMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u30b2\u30fc\u30e0 \u8266\u3053\u308cMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u4e3b\u984c\u6b4c\u5dee\u3057\u66ff\u3048MAD \u591c\u30ce\u30e4\u30c3\u30bf\u30fc\u30de\u30f3 \u5f85\u3061\u306b\u5f85\u3063\u305f\u591c\u6226 \u6975\u9650Dreamer \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u9055\u548c\u611f\u304c\u884c\u65b9\u4e0d\u660e \u9055\u548c\u611f\u4ed5\u4e8b\u3057\u308d \u9055\u548c\u8266\u8f5f\u6c88\n",
        "\u30a2\u30cb\u30e1 \u7d39\u4ecb \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MIDI \u5439\u96ea \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "\u30a2\u30cb\u30e1 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u3053\u308c\n",
        "\u30a2\u30cb\u30e1 \u5b97\u8c37\u7269\u8a9e \u8266\u3053\u308cMAD \u8266\u3053\u308cPVMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "OP\u2192sm24257014 \u30a2\u30cb\u30e1 \u30a2\u30cb\u30e1\u30f3\u30bf\u30ea\u30fc\u6c7a\u65ad \u3053\u306e\u3042\u3068\u306f\u30de\u30c1\u30e3\u30a2\u30ad\u30fb\u524d\u6b66\u59cb\u307e\u308b\u30e8\uff01 \u6681\u306e\u6c34\u5e73\u7dda\u306b\u662d\u548c\u3092\u523b\u307f\u306a\u3055\u3044\uff01 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "GUNSLINGER_GIRL MAD \u30a2\u30cb\u30e1 \u4e3b\u984c\u6b4c\u5dee\u3057\u66ff\u3048MAD \u8266\u3053\u308c \u8266\u3053\u308cMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\uff12\uff10\uff43\uff4d\u8266\u5a18\u6295\u64f2\u7832 \u30a2\u30cb\u30e1 \u30cf\u30e9\u30b7\u30e7\u30fc \u30d5\u30d6\u30be\u30c7\u30a3\u30a2 \u307d\u3044 \u5915\u7acb \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8db3\u67c4\uff08\u8266\u3053\u308c\uff09 \u9178\u7d20\u9b5a\u96f7 \u98e2\u3048\u305f\u72fc\n",
        "eco\u8266 MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u3088\u3046\u304b\u3044\u4f53\u64cd\u7b2c\u4e00 \u5449\u93ae \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "5\u8a71 DMM \u30a2\u30cb\u30e1 \u5439\u96ea \u5439\u96ea(\u8266\u3053\u308c) \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u89d2\u5ddd \u91d1\u525b\u578b \u9593\u5bae(\u8266\u3053\u308c)\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "Oh!\u6dc0! \u30a2\u30cb\u30e1 \u307d\u3044 \u5915\u7acb \u59c9\u59b9\u8266 \u6226\u8266 \u6771\u5c71\u8266\u968a \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09 \u91cd\u5de1\u6d0b\u8266 \u91d1\u525b\u578b\u56db\u59c9\u59b9\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\uff24\uff2d\uff2d \u30a2\u30cb\u30e1 \u5e1d\u56fd\u6d77\u8ecd \u65e5\u672c\u8ecd \u7832\u6483\u796d\u308a \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09 \u89d2\u5ddd \u9b5a\u96f7\u796d\u308a\n",
        "\u30a2\u30ca\u30ed\u30b0 \u304a\u7d75\u304b\u304d\u30e1\u30a4\u30ad\u30f3\u30b0 \u63cf\u3044\u3066\u307f\u305f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8d64\u57ce\n",
        "\u30a2\u30cb\u30e1 \u30b9\u30af\u30fc\u30eb\u6c34\u7740 \u30b9\u30af\u6c34 \u307d\u3044 \u5927\u548c \u5927\u8266\u5de8\u4e73\u4e3b\u7fa9 \u6c34\u7740\u56de \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "BGM MAD \u30a2\u30cb\u30e1 \u30a2\u30cb\u30e1\u30b8\u30aa \u30a2\u30eb\u30da\u30b8\u30aa \u5982\u6708 \u5e1d\u56fd\u6d77\u8ecd \u6d77\u8ecd \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09 \u8f5f\u6c88\n",
        "\u30a2\u30cb\u30e1 \u4e3b\u7832\u4e09\u5f0f\u5f3e \u5927\u548c \u5927\u548c(\u8266\u3053\u308c) \u5927\u8266\u5de8\u4e73\u4e3b\u7fa9 \u5927\u8266\u5de8\u7832\u4e3b\u7fa9 \u6226\u95d8 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30b2\u30fc\u30e0 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u84bc\u304d\u92fc\u306e\u30a2\u30eb\u30da\u30b8\u30aa\n",
        "\u30a2\u30cb\u30e1 \u30ca\u30ce \u8266\u3053\u308c \u84bc\u304d\u92fc\u306e\u30a2\u30eb\u30da\u30b8\u30aa\n",
        "\u5ddd\u5185\u6539\u30cb \u63cf\u3044\u3066\u307f\u305f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u30cf\u30a4\u30d1\u30fc\u306e\u672c\u6c17 \u5439\u96ea \u6226\u95d8 \u65d7\u8266 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u91d1\u525b\u578b \u99c6\u9010\u8266\n",
        "\u30a2\u30cb\u30e1 \u5929\u56fd\u3068\u5730\u7344 \u6df1\u523b\u306a\u7d20\u6750\u904e\u591a \u8266\u3053\u308c \u8266\u3053\u308cMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09 \u97f3MAD\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u89e3\u4f53 \u90a3\u73c2\u3061\u3083\u3093\u89e3\u4f53\u4e2d\n",
        "\u30a2\u30cb\u30e1 \u5439\u96ea(\u8266\u3053\u308c) \u699b\u540d(\u8266\u3053\u308c) \u6bd4\u53e1(\u8266\u3053\u308c) \u91d1\u525b(\u8266\u3053\u308c) \u9727\u5cf6(\u8266\u3053\u308c)\n",
        "\u30a2\u30cb\u30e1 \u5439\u96ea(\u8266\u3053\u308c) \u5439\u96ea(\u8266\u3053\u308cED) \u699b\u540d(\u8266\u3053\u308c) \u6bd4\u53e1(\u8266\u3053\u308c) \u91d1\u525b(\u8266\u3053\u308c) \u9727\u5cf6(\u8266\u3053\u308c)\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u3042\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u4e00\u767a\u82b8 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "2-4-11 \u30a2\u30cb\u30e1 \u30c0\u30fc\u30b9\u30d9\u30a4\u30c0\u30fc \u306a\u306e\u3067\u3059 \u30dd\u30fc\u30ad\u30b5\u30a4\u30c8 \u5915\u5f35 \u7b2c\u516d\u99c6\u9010\u968a \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u89e3\u4f53 \u934b\u4f5c\u308a\n",
        "\u30d4\u30a2\u30ce \u4f5c\u696d\u7528\uff22\uff27\uff2d \u5165\u6e20 \u671d\u306e\u97f3\u697d \u697d\u8b5c \u7652\u3057 \u8266\u3053\u308c \u8266\u3053\u308c\u30d4\u30a2\u30ce\u697d\u8b5c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "\u8266\u3053\u308c\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "DMBN \u30d4\u30a2\u30ce \u6771\u65b9\u30d4\u30a2\u30ceeasy\u30e2\u30fc\u30c9\u306e\u4eba \u697d\u8b5c \u6bcd\u6e2f \u8266\u3053\u308c \u8266\u3053\u308c\u30d4\u30a2\u30ce\u697d\u8b5c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "\u30a2\u30cb\u30e1 \u30e1\u30bf\u30ca\u30a4\u30c8 \u30e1\u30bf\u30ca\u30a4\u30c8\u306e\u9006\u8972 \u661f\u306e\u30ab\u30fc\u30d3\u30a3 \u661f\u306e\u30ab\u30fc\u30d3\u30a3\u30b9\u30fc\u30d1\u30fc\u30c7\u30e9\u30c3\u30af\u30b9 \u8266\u3053\u308c \u8266\u3053\u308cMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30a2\u30cb\u30e1 \u30cf\u30a4\u30d1\u30fc \u3084\u3070\u3044 \u30ec\u30ba \u529b\u5165\u308c\u308b\u3068\u3053\u308d\u9593\u9055\u3063\u305f\u30b9\u30bf\u30c3\u30d5 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u90e8\u5c4b\u5272\u308a\n",
        "4\u59c9\u59b9 \u30a2\u30cb\u30e1 \u305c\u304b\u307e\u3057 \u30d5\u30ea\u30fc\u30c0\u30e0 \u307c\u3063\u3061 \u5439\u96ea\u5927\u7834 \u5e30\u56fd\u5b50\u5973 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u9023\u88c5\u7832\u3061\u3083\u3093 \u91d1\u525b\u578b \u9ad8\u901f\u6226\u8266\n",
        "\u30a2\u30cb\u30e1 \u3042\u8266\u3053\u308c \u30ac\u30c1\u4e2d\u306e\u30ac\u30c1 \u4e00\u6c17\u306b\u4f1a\u5834\u304c\u304a\u901a\u591c \u5a5a\u6d3b\u68f2\u9b3c \u7b2c\u516d\u99c6\u9010\u968a \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-(\u30a2\u30cb\u30e1) \u8ab0\u304b\u7d50\u5a5a\u3057\u3066\u3084\u308c\u3088 \u91cd\u5de1\u68f2\u9b3c \u98e2\u3048\u305f\u72fc\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8db3\u67c4\uff08\u8266\u3053\u308c\uff09\n",
        "\u30c9\u30ed\u30f3\u306e\u4eba \u521d\u971c(\u8266\u3053\u308c) \u5317\u65b9\u68f2\u59eb \u699b\u540d(\u8266\u3053\u308c) \u6b74\u53f2 \u6e80\u6f6e(\u8266\u3053\u308c) \u795e\u901a(\u8266\u3053\u308c) \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u305d\u306e\u4ed6 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u304a\u3001\u91cd\u3044 \u30bf\u30b0\u30dc\u30fc\u30c8 \u30d6\u30dc\u30dc(`\uff1b\u03c9\uff1b\u00b4)\uff93\uff9c\uff6f \u5439\u96ea(\u8266\u3053\u308c) \u5927\u548c(\u8266\u3053\u308c) \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30a2\u30cb\u30e1 \u306f\u3044\u3044\u308d\u30e2\u30b6\u30a4\u30af \u30e0\u30c9\u30aa\u30f3\u30ab\u30ec\u30fc \u5ac1\u306e\u30e1\u30b7\u304c\u307e\u305a\u3044 \u6483\u6c88\u30ab\u30ec\u30fc \u78ba\u6b7b\u5473 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u91d1\u525b\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30af\u30ed\u30b9\u30ed\u30fc\u30c9\u4f5c\u6226 \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u30d3\u30b9\u30de\u30eb\u30af\uff08\u8266\u3053\u308c\uff09 \u307e\u305f\u5449\u304b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "HELLSING \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u5727\u5012\u7684\u306a\u7d20\u6750\u4e0d\u8db3 \u5c11\u4f50(HELLSING) \u767a\u60f3\u306e\u52dd\u5229 \u8266\u3053\u308cPV \u8266\u3053\u308cPVMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8db3\u67c4(\u8266\u3053\u308c)\n",
        "\uff28\uff25\uff2b\uff29\uff32\uff25\uff2b\uff29 MikuMikuDance MMD\u8266\u3053\u308c \u304d\u308c\u3044\u306a\u5449\u93ae \u30b2\u30fc\u30e0 \u3053\u3093\u306a\u306e\u5449\u93ae\u3058\u3083\u306a\u3044 \u5927\u548c(\u8266\u3053\u308c) \u6d5c\u98a8(\u8266\u3053\u308c) \u78ef\u98a8\uff08\u8266\u3053\u308c\uff09 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MAN \u3042\u3084\u306d\u308b\u8266\u968a \u30ab\u30d7\u30b3\u30ec \u30b2\u30fc\u30e0 \u30ed\u30c3\u30af\u30de\u30f3 \u51fa\u96f2\u30de\u30f3 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u4eee\u9762\u30e9\u30a4\u30c0\u30fcBLACKRX \u5915\u7acb\uff08\u8266\u3053\u308c\uff09 \u8266\u3053\u308c\u00d7\u7279\u64ae \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "3:45\u304b\u3089\u672c\u7de8 \u3042\u3051\u304a\u3081\u52d5\u753b \u30b2\u30fc\u30e0 \u305c\u304b\u307e\u3057 \u30dd\u30b1\u30e2\u30f3 \u611f\u52d5\u306eED \u663c\u6226 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "AKINO_from_bless4 FMP FM\u97f3\u6e90 \u6d77\u8272(\u307f\u3044\u308d) \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "AP\u30d8\u30bf\u30ea\u30a2\u65e5\u672c\u30ea\u30f3\u30af MikuMikuDance MMD\u8266\u3053\u308c \u304f\u308c\u3061\u3093\u3067\u5b89\u5fc3\u3057\u305f \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u30ed\u30df\u30aa\u306e\u9752\u3044\u7a7a \u4eba\u985e\u306b\u306f\u65e9\u3059\u304e\u308b\u52d5\u753b \u6ce3\u3051\u308b\u8266\u3053\u308c \u8266\u3053\u308c\u00d7AP\u30d8\u30bf\u30ea\u30a2 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30a2\u30ab\u30c4\u30ad\u6c34\u96f7\u6226\u8a18 \u30a2\u30ab\u30c4\u30ad\u96fb\u5149\u6226\u8a18 \u30b2\u30fc\u30e0 \u30b3\u30ec\u30c7\u30e8\u30a4 \u305d\u306e\u767a\u60f3\u306f\u3042\u3063\u305f \u30ca\u30ab\u30c1\u30e3\u30f3\u30c6\u30f3 \u307e\u305f\u5449\u93ae\u304b \u6681\uff08\u8266\u3053\u308c\uff09 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u3067\u3082\u5c11\u3057\u30fb\u30fb\u30fb\u3053\u306e\u98a8\u30fb\u30fb\u30fb\u6ce3\u3044\u3066\u3044\u307e\u3059 \u4e0d\u77e5\u706b(\u8266\u3053\u308c) \u4eca\u65e5\u306f\u98a8\u304c\u9a12\u304c\u3057\u3044\u306a \u5929\u6d25\u98a8\uff08\u8266\u3053\u308c\uff09 \u5cf6\u98a8(\u8266\u3053\u308c\uff09 \u7537\u5b50\u9ad8\u6821\u751f\u306e\u65e5\u5e38 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u96ea\u98a8(\u8266\u3053\u308c)\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u304a\u524d\u3058\u3083\u306a\u304b\u3063\u305f\u3089\u3069\u3046\u3057\u3088\u3046\u304b\u3068 \u30b2\u30fc\u30e0 \u30b8\u30e7\u30b8\u30e7\u7acb\u3061 \u307e\u305f\u5449\u93ae\u304b \u3084\u3063\u3055\u3093 \u5929\u6d25\u98a8\uff08\u8266\u3053\u308c\uff09 \u6d5c\u98a8\uff08\u8266\u3053\u308c\uff09 \u7537\u5b50\u9ad8\u6821\u751f\u306e\u65e5\u5e38 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u3060\u3044\u305f\u3044\u3042\u3063\u3066\u308b \u30ca\u30c1\u30e5\u30e9\u30eb\u5fd7\u5411\u30b3\u30b9\u30d7\u30ec \u6df1\u6d77\u68f2\u8266 \u7a7a\u6bcd\u30f2\u7d1a \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u87f9\u822a\u6226 \u98db\u884c\u5834\u59eb\n",
        "MikuMikuDance MMD\u30ea\u30c3\u30d7\u914d\u5e03\u3042\u308a MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u5915\u7acb\uff08\u8266\u3053\u308c\uff09 \u5996\u602a\u30da\u30c0\u30eb\u56de\u3057 \u5cf6\u98a8\uff08\u8266\u3053\u308c\uff09 \u604b\u306e\u30d2\u30e1\u30d2\u30e1\u307a\u3063\u305f\u3093\u3053 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u30a2\u30eb\u30da\u30b8\u30aa MMD\u30ac\u30f3\u30c0\u30e0 MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u30e9\u30b9\u30c8\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u4e00\u767a\u3060\u3051\u306a\u3089\u8aa4\u5c04\u304b\u3082\u3057\u308c\u306a\u3044 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u84bc\u304d\u92fc\u306e\u30a2\u30eb\u30da\u30b8\u30aa \uff3c\u30a4\u30fc\u30b8\u30b9\u3067\u3059\uff0f\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u30b7\u30fc\u30e9\u30cc\u30a4 \u4e2d\u306e\u4eba\u7e4b\u304c\u308a \u4f50\u3005\u6728\u5343\u7a42 \u5b8c\u6210\u3057\u306a\u3044\u3068\u30cf\u30b2\u308b\u546a\u3044\u300c\u30cf\u30b2\u30de\u30b7\u300d \u699b\u540d(\u8266\u3053\u308c) \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30aa\u30de\u30a8\u306f\u5168\u7136\u307e\u306a\u677f\u306e\u30b9\u30b4\u3055\u3092\u5206\u304b\u3063\u3066\u306a\u3044 \u30b2\u30fc\u30e0 \u30d5\u30eb\u30d5\u30e9\u30c3\u30c8\u30c1\u30a7\u30b9\u30c8 \u4e94\u5341\u9234\uff08\u8266\u3053\u308c\uff09 \u5973\u5b50\u9ad8\u751f\u306f\u7570\u5e38 \u80f8\u5973 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u9727\u5cf6\uff08\u8266\u3053\u308c\uff09 \u9f8d\u9a64\uff08\u8266\u3053\u308c\uff09\n",
        "5\u8a71 \u30a2\u30cb\u30e1 \u307d\u3044 \u6c34\u96f7\u9b42 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09 \u89e3\u6563\n",
        "MikuMikuDance MMD\u8266\u3053\u308c RJ\u3044\u3058\u3081 \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8 \u30aa\u30de\u30a8\u306f\u5168\u7136\u307e\u306a\u677f\u306e\u30b9\u30b4\u3055\u3092\u5206\u304b\u3063\u3066\u306a\u3044 \u30b6!\u9244\u8155!DASH!! \u307e\u306a\u677f\u306b\u3057\u3088\u3046\u305c! \u3084\u3081\u305f\u3052\u3066\u3088\u304a\uff01 \u5168\u7c73\u304c\u307e\u6ce3\u3044\u305f \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u9f8d\u9a64\uff08\u8266\u3053\u308c\uff09\n",
        "AP\u30d8\u30bf\u30ea\u30a2\u65e5\u672c\u30ea\u30f3\u30af MikuMikuDance MMD\u8266\u3053\u308c \u2190\u3060\u304b\u3089\u300e\u53ec\u559a\u3057\u3066\u307f\u305f\u300f\u3093\u3058\u3083\u306a\u3044\u306e\u304b\uff1f \u3051\u3069\u3080\u305b\u306a\u3044 \u30b2\u30fc\u30e0 \u3080\u305b\u308b \u53cb\u8ecd\u8266\u968a\uff08\u63d0\u7763\uff09 \u5449\u93ae\u306a\u306e\u306b\u30e9\u30d0\u30a6\u30eb\u306a\u306e\u306f\u3053\u308c\u3044\u304b\u306b \u67f4\u7530\u52dd\u5bb6 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "offvocal \u30a2\u30cb\u30bd\u30f3\u30ab\u30e9\u30aa\u30b1\uff24\uff22 \u30ab\u30e9\u30aa\u30b1 \u30ab\u30e9\u30aa\u30b1\u97f3\u6e90 \u30ac\u30c1\u30ab\u30e9 \u30cb\u30b3\u30ab\u30e9 \u5439\u96ea \u8266\u3053\u308c \u8266\u968a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3 \u897f\u6ca2\u5e78\u594f \u97f3\u697d\n",
        "E-2 \u30b2\u30fc\u30e0 \u79cb\u30a4\u30d9 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "E-3 \u30b2\u30fc\u30e0 \u79cb\u30a4\u30d9 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "E-3 \u30b2\u30fc\u30e0 \u79cb\u30a4\u30d9 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "E-4 \u30a2\u30cb\u30e1 \u79cb\u30a4\u30d9 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "PV \u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "AKINO_from_bless4 offvocal \u30a2\u30cb\u30bd\u30f3 \u30a2\u30cb\u30bd\u30f3\u30ab\u30e9\u30aa\u30b1\uff24\uff22 \u30a2\u30cb\u30e1 \u30ab\u30e9\u30aa\u30b1 \u30cb\u30b3\u30ab\u30e9 \u6d77\u8272\uff08\u307f\u3044\u308d\uff09 \u8266\u3053\u308c \u8266\u968a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3OP \u97f3\u697d\n",
        "minatoku \u30a2\u30cb\u30e1 \u4f5c\u8005\u306f\u30a6\u30b1\u308b\u3068\u601d\u3063\u3066\u305f\u30b7\u30ea\u30fc\u30ba \u516c\u5f0f\u304c\u6700\u5927\u306e\u30a2\u30f3\u30c1 \u7530\u4e2d\u8b19\u4ecb \u8266\u3053\u3051 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-\n",
        "\u30a2\u30cb\u30e1 \u30d4\u30a2\u30ce\u30a2\u30ec\u30f3\u30b8 \u3082\u3063\u3068\u8a55\u4fa1\u3055\u308c\u308b\u3079\u304d \u6d77\u8272 \u6f14\u594f\u3057\u3066\u307f\u305f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "MAD \u30a2\u30cb\u30e1 \u30b8\u30d1\u30f3\u30b0 \u7f85\u91dd\u76e4 \u8266\u3053\u308c \u8266\u3053\u308c\u00d7\u30b8\u30d1\u30f3\u30b0MAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30cb\u30e1 \u8266\u3053\u308c \u8266\u3053\u308cPVMAD \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "\u30ea\u30b3\u30fc\u30c0\u30fc \u6d77\u8272 \u6f14\u594f\u3057\u3066\u307f\u305f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30ea\u30b3\u30fc\u30c0\u30fc \u5439\u96ea \u6f14\u594f\u3057\u3066\u307f\u305f \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30b2\u30fc\u30e0 \u591c\u685c \u5b9f\u6cc1\u30d7\u30ec\u30a4\u52d5\u753b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n",
        "\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1 \u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u96c6 \u30a2\u30cb\u30e1 \u63d0\u4f9b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c-\n",
        "MAD \u5439\u96ea \u5439\u96eaED \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u97f3\u697d\n",
        "2015\u5e74\u51ac\u30a2\u30cb\u30e1 KRS(\u8266\u3053\u308c\u30ea\u30a2\u30ea\u30c6\u30a3\u30b7\u30e7\u30c3\u30af) \u30a2\u30cb\u30e1 \u3069\u3046\u3057\u3066\u3042\u3042\u306a\u3063\u305f \u516c\u5f0f\u304c\u75c5\u6c17 \u516c\u5f0f\u914d\u4fe1 \u7530\u4e2d\u8b19\u4ecb \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093-\u8266\u3053\u308c- \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "2015\u5e74\u51ac\u30a2\u30cb\u30e1 male \u30a2\u30cb\u30e1 \u30d4\u30c3\u30c1\u5909\u66f4 \u5439\u96ea \u5439\u96ea\uff08\u8266\u3053\u308c\uff09 \u5439\u96ea\uff08\u8266\u3053\u308cED) \u8266\u3053\u308c \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093 \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093_-\u8266\u3053\u308c-\uff08\u30a2\u30cb\u30e1\uff09\n",
        "MikuMikuDance MMD\u8266\u3053\u308c \u30b2\u30fc\u30e0 \u307e\u305f\u5449\u93ae\u304b \u8266\u968a\u3053\u308c\u304f\u3057\u3087\u3093\n"
       ]
      }
     ],
     "prompt_number": 65
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import gensim"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 66
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Reference"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "- api http://search.nicovideo.jp/docs/api/snapshot.html\n",
      "- api http://sucrose.hatenablog.com/entry/2014/12/01/234549\n",
      "- dataset http://sucrose.hatenablog.com/entry/2013/06/15/231955\n"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}