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120 Forbidden Songs EDA
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 52, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| "<div>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>author</th>\n", | |
| " <th>serial</th>\n", | |
| " <th>title</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>1</td>\n", | |
| " <td>老师好</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>2</td>\n", | |
| " <td>老师你好</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>3</td>\n", | |
| " <td>北京晚报</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>4</td>\n", | |
| " <td>我又没说你</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>5</td>\n", | |
| " <td>没钱没朋友</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>5</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>6</td>\n", | |
| " <td>天生疯塔儿</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>6</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>7</td>\n", | |
| " <td>北京混子</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>7</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>8</td>\n", | |
| " <td>都得死</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>8</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>9</td>\n", | |
| " <td>凭什么我买单</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>9</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>10</td>\n", | |
| " <td>Da-la-di-la-da</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>10</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>11</td>\n", | |
| " <td>我不管</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>11</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>12</td>\n", | |
| " <td>燃烧吧火焰</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>12</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>13</td>\n", | |
| " <td>没完没了</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>13</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>14</td>\n", | |
| " <td>这条大街</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>14</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>15</td>\n", | |
| " <td>爽歪歪</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>15</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>16</td>\n", | |
| " <td>魔爪重生</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>16</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>17</td>\n", | |
| " <td>龙宫宴请</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>17</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>18</td>\n", | |
| " <td>我TM不愿意</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>18</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>19</td>\n", | |
| " <td>教父</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>19</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>20</td>\n", | |
| " <td>我们都不睡觉</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>20</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>21</td>\n", | |
| " <td>不想上学</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>21</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>22</td>\n", | |
| " <td>脏蜜震西单</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>22</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>23</td>\n", | |
| " <td>一夜情</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>23</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>24</td>\n", | |
| " <td>我要呲大蜜</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>24</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>25</td>\n", | |
| " <td>自杀日记</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>25</th>\n", | |
| " <td>家家</td>\n", | |
| " <td>26</td>\n", | |
| " <td>黑暗之中吻了你的嘴</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>26</th>\n", | |
| " <td>小峰峰/二饼</td>\n", | |
| " <td>27</td>\n", | |
| " <td>拉屎歌</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>27</th>\n", | |
| " <td>光光/K-Bo</td>\n", | |
| " <td>28</td>\n", | |
| " <td>No性No爱</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>28</th>\n", | |
| " <td>光光</td>\n", | |
| " <td>29</td>\n", | |
| " <td>这不是一首一夜情的歌</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>29</th>\n", | |
| " <td>颜韵</td>\n", | |
| " <td>30</td>\n", | |
| " <td>Mlgb</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>...</th>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>90</th>\n", | |
| " <td>小莫</td>\n", | |
| " <td>91</td>\n", | |
| " <td>骚麦</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>91</th>\n", | |
| " <td>Mc洪磊</td>\n", | |
| " <td>92</td>\n", | |
| " <td>2013社会磕</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>92</th>\n", | |
| " <td>Mc天佑</td>\n", | |
| " <td>93</td>\n", | |
| " <td>溜冰经典</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>93</th>\n", | |
| " <td>Mc洪磊</td>\n", | |
| " <td>94</td>\n", | |
| " <td>迪厅粗口现场-寰宇网络版</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>94</th>\n", | |
| " <td></td>\n", | |
| " <td>95</td>\n", | |
| " <td>写给妓女的话-东北粗口</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>95</th>\n", | |
| " <td></td>\n", | |
| " <td>96</td>\n", | |
| " <td>超级叫春迷药</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>96</th>\n", | |
| " <td></td>\n", | |
| " <td>97</td>\n", | |
| " <td>秀X你妈个</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>97</th>\n", | |
| " <td>黄秋生</td>\n", | |
| " <td>98</td>\n", | |
| " <td>今晚叼胶（鸠）你</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>98</th>\n", | |
| " <td>大懒堂</td>\n", | |
| " <td>99</td>\n", | |
| " <td>今晚叼胶（鸠）你</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>99</th>\n", | |
| " <td></td>\n", | |
| " <td>100</td>\n", | |
| " <td>女人需要男人搞</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>100</th>\n", | |
| " <td>沈阳 mm</td>\n", | |
| " <td>101</td>\n", | |
| " <td>超强XX歌</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>101</th>\n", | |
| " <td></td>\n", | |
| " <td>102</td>\n", | |
| " <td>泡妞秘笈</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>102</th>\n", | |
| " <td></td>\n", | |
| " <td>103</td>\n", | |
| " <td>叫床声刺激</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>103</th>\n", | |
| " <td>罗百吉、宝贝</td>\n", | |
| " <td>104</td>\n", | |
| " <td>花花公子</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>104</th>\n", | |
| " <td>罗百吉</td>\n", | |
| " <td>105</td>\n", | |
| " <td>那一夜</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>105</th>\n", | |
| " <td>罗百吉</td>\n", | |
| " <td>106</td>\n", | |
| " <td>动你的屁股</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>106</th>\n", | |
| " <td>Mc振炮</td>\n", | |
| " <td>107</td>\n", | |
| " <td>你们这群狗</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>107</th>\n", | |
| " <td>正黄旗组合</td>\n", | |
| " <td>108</td>\n", | |
| " <td>你们这群狗</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>108</th>\n", | |
| " <td>Mc Hotdog/张震岳</td>\n", | |
| " <td>109</td>\n", | |
| " <td>我爱台妹</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>109</th>\n", | |
| " <td>罗百吉</td>\n", | |
| " <td>110</td>\n", | |
| " <td>吹喇叭</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>110</th>\n", | |
| " <td>铁竹堂</td>\n", | |
| " <td>111</td>\n", | |
| " <td>为了兄弟</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>111</th>\n", | |
| " <td>旺福</td>\n", | |
| " <td>112</td>\n", | |
| " <td>迷你裙</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>112</th>\n", | |
| " <td>黄立成、麻吉</td>\n", | |
| " <td>113</td>\n", | |
| " <td>屌</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>113</th>\n", | |
| " <td>哈狗帮</td>\n", | |
| " <td>114</td>\n", | |
| " <td>补补补</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>114</th>\n", | |
| " <td>黄立行</td>\n", | |
| " <td>115</td>\n", | |
| " <td>我的梦中情人</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>115</th>\n", | |
| " <td>黄立行</td>\n", | |
| " <td>116</td>\n", | |
| " <td>爽</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>116</th>\n", | |
| " <td>麻吉</td>\n", | |
| " <td>117</td>\n", | |
| " <td>噩梦</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>117</th>\n", | |
| " <td>黄立行</td>\n", | |
| " <td>118</td>\n", | |
| " <td>打分数</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>118</th>\n", | |
| " <td>张震岳</td>\n", | |
| " <td>119</td>\n", | |
| " <td>放屁</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>119</th>\n", | |
| " <td>葡桃</td>\n", | |
| " <td>120</td>\n", | |
| " <td>摩的神曲</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "<p>120 rows × 3 columns</p>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " author serial title\n", | |
| "0 阴三儿 1 老师好\n", | |
| "1 阴三儿 2 老师你好\n", | |
| "2 阴三儿 3 北京晚报\n", | |
| "3 阴三儿 4 我又没说你\n", | |
| "4 阴三儿 5 没钱没朋友\n", | |
| "5 阴三儿 6 天生疯塔儿\n", | |
| "6 阴三儿 7 北京混子\n", | |
| "7 阴三儿 8 都得死\n", | |
| "8 阴三儿 9 凭什么我买单\n", | |
| "9 阴三儿 10 Da-la-di-la-da\n", | |
| "10 阴三儿 11 我不管\n", | |
| "11 阴三儿 12 燃烧吧火焰\n", | |
| "12 阴三儿 13 没完没了\n", | |
| "13 阴三儿 14 这条大街\n", | |
| "14 阴三儿 15 爽歪歪\n", | |
| "15 阴三儿 16 魔爪重生\n", | |
| "16 阴三儿 17 龙宫宴请\n", | |
| "17 新街口组合 18 我TM不愿意\n", | |
| "18 新街口组合 19 教父\n", | |
| "19 新街口组合 20 我们都不睡觉\n", | |
| "20 新街口组合 21 不想上学\n", | |
| "21 新街口组合 22 脏蜜震西单\n", | |
| "22 新街口组合 23 一夜情\n", | |
| "23 新街口组合 24 我要呲大蜜\n", | |
| "24 新街口组合 25 自杀日记\n", | |
| "25 家家 26 黑暗之中吻了你的嘴\n", | |
| "26 小峰峰/二饼 27 拉屎歌\n", | |
| "27 光光/K-Bo 28 No性No爱\n", | |
| "28 光光 29 这不是一首一夜情的歌\n", | |
| "29 颜韵 30 Mlgb\n", | |
| ".. ... ... ...\n", | |
| "90 小莫 91 骚麦\n", | |
| "91 Mc洪磊 92 2013社会磕\n", | |
| "92 Mc天佑 93 溜冰经典\n", | |
| "93 Mc洪磊 94 迪厅粗口现场-寰宇网络版\n", | |
| "94 95 写给妓女的话-东北粗口 \n", | |
| "95 96 超级叫春迷药 \n", | |
| "96 97 秀X你妈个 \n", | |
| "97 黄秋生 98 今晚叼胶（鸠）你\n", | |
| "98 大懒堂 99 今晚叼胶（鸠）你\n", | |
| "99 100 女人需要男人搞 \n", | |
| "100 沈阳 mm 101 超强XX歌\n", | |
| "101 102 泡妞秘笈 \n", | |
| "102 103 叫床声刺激 \n", | |
| "103 罗百吉、宝贝 104 花花公子\n", | |
| "104 罗百吉 105 那一夜\n", | |
| "105 罗百吉 106 动你的屁股\n", | |
| "106 Mc振炮 107 你们这群狗\n", | |
| "107 正黄旗组合 108 你们这群狗\n", | |
| "108 Mc Hotdog/张震岳 109 我爱台妹\n", | |
| "109 罗百吉 110 吹喇叭\n", | |
| "110 铁竹堂 111 为了兄弟\n", | |
| "111 旺福 112 迷你裙\n", | |
| "112 黄立成、麻吉 113 屌\n", | |
| "113 哈狗帮 114 补补补\n", | |
| "114 黄立行 115 我的梦中情人\n", | |
| "115 黄立行 116 爽\n", | |
| "116 麻吉 117 噩梦\n", | |
| "117 黄立行 118 打分数\n", | |
| "118 张震岳 119 放屁\n", | |
| "119 葡桃 120 摩的神曲\n", | |
| "\n", | |
| "[120 rows x 3 columns]" | |
| ] | |
| }, | |
| "execution_count": 52, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "import pandas as pd\n", | |
| "import numpy as np\n", | |
| "\n", | |
| "# Read the list\n", | |
| "f = open('official_list.txt', 'r', encoding='utf-8')\n", | |
| "txt = f.read()\n", | |
| "\n", | |
| "song_list = []\n", | |
| "for line in txt.splitlines():\n", | |
| " serial, main_component = line.split('、', maxsplit=1)\n", | |
| " if ('（' in main_component):\n", | |
| " title, author = main_component.rsplit('（', maxsplit=1)\n", | |
| " else:\n", | |
| " title = main_component\n", | |
| " author = ''\n", | |
| " author = author.replace('）', '').replace('\\s', '')\n", | |
| " song_list.append({\n", | |
| " 'serial': int(serial),\n", | |
| " 'title' : title,\n", | |
| " 'author': author,\n", | |
| " })\n", | |
| " \n", | |
| "songs = pd.DataFrame(data=song_list)\n", | |
| "songs" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 110, | |
| "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>author</th>\n", | |
| " <th>count</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>阴三儿</td>\n", | |
| " <td>17</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>新街口组合</td>\n", | |
| " <td>8</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td></td>\n", | |
| " <td>6</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc Hotdog</td>\n", | |
| " <td>6</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>网络歌手</td>\n", | |
| " <td>5</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>张震岳</td>\n", | |
| " <td>4</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>谣乐队</td>\n", | |
| " <td>4</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>黄立行</td>\n", | |
| " <td>3</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>罗百吉</td>\n", | |
| " <td>3</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc洪磊</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc天佑</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>小安</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>颜韵</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>小右</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>黑撒</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>许嵩</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>支原体</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc振炮/张子源</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc和尚/小举</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc流星</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc和尚</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>猥琐小丑</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>大懒堂</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>小莫</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>黄秋生</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>喻小米</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>沈阳 mm</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>罗百吉、宝贝</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Mc振炮</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>正黄旗组合</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>...</th>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>易燃</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>葡桃</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>家家</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>小峰峰/二饼</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>光光/K-Bo</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>光光</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>赵雷</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>李志</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>宋威</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>不是那么黑</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>马旭东</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>洛天依</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>本兮</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>郝雨</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>徐良</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>小贱</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Vnek</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>凌橘绿</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>漠然</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>苏仨</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>少年霜</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>凌音/钟洁</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>渔圈/刘芸</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>费尼克斯/邝巧汾</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>欧阳正萌/小莹儿/乌拉呆</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>沈雁</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>司小魂/Mc诺</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>V.Jey/油炸鬼</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>菜儿/Chyna Apple</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>葡桃</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "<p>68 rows × 2 columns</p>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " author count\n", | |
| "0 阴三儿 17\n", | |
| "0 新街口组合 8\n", | |
| "0 6\n", | |
| "0 Mc Hotdog 6\n", | |
| "0 网络歌手 5\n", | |
| "0 张震岳 4\n", | |
| "0 谣乐队 4\n", | |
| "0 黄立行 3\n", | |
| "0 罗百吉 3\n", | |
| "0 Mc洪磊 2\n", | |
| "0 Mc天佑 2\n", | |
| "0 小安 2\n", | |
| "0 颜韵 2\n", | |
| "0 小右 2\n", | |
| "0 黑撒 1\n", | |
| "0 许嵩 1\n", | |
| "0 支原体 1\n", | |
| "0 Mc振炮/张子源 1\n", | |
| "0 Mc和尚/小举 1\n", | |
| "0 Mc流星 1\n", | |
| "0 Mc和尚 1\n", | |
| "0 猥琐小丑 1\n", | |
| "0 大懒堂 1\n", | |
| "0 小莫 1\n", | |
| "0 黄秋生 1\n", | |
| "0 喻小米 1\n", | |
| "0 沈阳 mm 1\n", | |
| "0 罗百吉、宝贝 1\n", | |
| "0 Mc振炮 1\n", | |
| "0 正黄旗组合 1\n", | |
| ".. ... ...\n", | |
| "0 易燃 1\n", | |
| "0 葡桃 1\n", | |
| "0 家家 1\n", | |
| "0 小峰峰/二饼 1\n", | |
| "0 光光/K-Bo 1\n", | |
| "0 光光 1\n", | |
| "0 赵雷 1\n", | |
| "0 李志 1\n", | |
| "0 宋威 1\n", | |
| "0 不是那么黑 1\n", | |
| "0 马旭东 1\n", | |
| "0 洛天依 1\n", | |
| "0 本兮 1\n", | |
| "0 郝雨 1\n", | |
| "0 徐良 1\n", | |
| "0 小贱 1\n", | |
| "0 Vnek 1\n", | |
| "0 凌橘绿 1\n", | |
| "0 漠然 1\n", | |
| "0 苏仨 1\n", | |
| "0 少年霜 1\n", | |
| "0 凌音/钟洁 1\n", | |
| "0 渔圈/刘芸 1\n", | |
| "0 费尼克斯/邝巧汾 1\n", | |
| "0 欧阳正萌/小莹儿/乌拉呆 1\n", | |
| "0 沈雁 1\n", | |
| "0 司小魂/Mc诺 1\n", | |
| "0 V.Jey/油炸鬼 1\n", | |
| "0 菜儿/Chyna Apple 1\n", | |
| "0 葡桃 1\n", | |
| "\n", | |
| "[68 rows x 2 columns]" | |
| ] | |
| }, | |
| "execution_count": 110, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "# Who's the most banned authors?\n", | |
| "author_df = pd.DataFrame(columns=('author', 'count'))\n", | |
| "for author in songs['author'].unique():\n", | |
| " count = len(songs[songs['author'] == author])\n", | |
| " df = pd.DataFrame([[author, count]], columns=('author', 'count'))\n", | |
| " author_df = pd.concat([author_df, df])\n", | |
| "author_df.sort('count', ascending=False)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 198, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "downloaded http://s.geci.me/lrc/379/37940/3794030.lrc for 老师好\n", | |
| "downloaded http://s.geci.me/lrc/379/37940/3794034.lrc for 北京晚报\n", | |
| "downloaded http://s.geci.me/lrc/379/37940/3794033.lrc for 我又没说你\n", | |
| "downloaded http://s.geci.me/lrc/379/37940/3794032.lrc for 没钱没朋友\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/7792/779220.lrc for 凭什么我买单\n", | |
| "downloaded http://music.qq.com/miniportal/static/lyric/06/5079906.xml for Da-la-di-la-da\n", | |
| "downloaded http://s.geci.me/lrc/249/24902/2490287.lrc for 我不管\n", | |
| "downloaded http://s.geci.me/lrc/250/25071/2507154.lrc for 没完没了\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/9076/907631.lrc for 教父\n", | |
| "downloaded http://s.geci.me/lrc/140/14062/1406277.lrc for 一夜情\n", | |
| "downloaded http://music.qq.com/miniportal/static/lyric/43/102666343.xml for Mlgb\n", | |
| "downloaded http://s.geci.me/lrc/189/18950/1895065.lrc for 背叛\n", | |
| "downloaded http://s.geci.me/lrc/148/14834/1483491.lrc for 他们\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/8682/868225.lrc for 大学生自习室\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/10552/1055276.lrc for 绝世小攻之年下诱惑\n", | |
| "downloaded http://s.geci.me/lrc/281/28129/2812994.lrc for 我想要做爱\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/1253/125362.lrc for 哇靠\n", | |
| "downloaded http://s.geci.me/lrc/326/32619/3261973.lrc for 大连站\n", | |
| "downloaded http://s.geci.me/lrc/369/36919/3691906.lrc for 城市夜生活的副作用\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/472/47279.lrc for 狗男女\n", | |
| "downloaded http://music.qq.com/miniportal/static/lyric/97/4097.xml for TROUBLE\n", | |
| "downloaded http://music.qq.com/miniportal/static/lyric/17/257417.xml for 0204\n", | |
| "downloaded http://s.geci.me/lrc/253/25393/2539316.lrc for 哈狗帮\n", | |
| "downloaded http://music.qq.com/miniportal/static/lyric/56/56.xml for 1030\n", | |
| "downloaded http://s.geci.me/lrc/253/25393/2539318.lrc for 补习\n", | |
| "downloaded http://s.geci.me/lrc/381/38110/3811029.lrc for 十八岁\n", | |
| "downloaded http://s.geci.me/lrc/313/31310/3131085.lrc for 我行我素\n", | |
| "downloaded http://s.geci.me/lrc/149/14922/1492289.lrc for 花花公子\n", | |
| "downloaded http://s.geci.me/lrc/401/40198/4019843.lrc for 那一夜\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/6696/669689.lrc for 动你的屁股\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/96/9638.lrc for 我爱台妹\n", | |
| "downloaded http://s.geci.me/lrc/302/30262/3026252.lrc for 吹喇叭\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/422/42241.lrc for 为了兄弟\n", | |
| "downloaded http://s.geci.me/lrc/302/30270/3027089.lrc for 迷你裙\n", | |
| "downloaded http://s.geci.me/lrc/328/32808/3280876.lrc for 屌\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/6156/615613.lrc for 补补补\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/473/47383.lrc for 我的梦中情人\n", | |
| "downloaded http://s.geci.me/lrc/344/34477/3447774.lrc for 爽\n", | |
| "downloaded http://s.geci.me/lrc/286/28630/2863052.lrc for 噩梦\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/154/15417.lrc for 打分数\n", | |
| "downloaded http://box.zhangmen.baidu.com/bdlrc/400/40054.lrc for 放屁\n", | |
| "totally downloade lyrics for 41 songs\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# Let's download the lyrics!\n", | |
| "\n", | |
| "import requests\n", | |
| "\n", | |
| "def get_lyrics_url(title, author=''):\n", | |
| " \n", | |
| " result = None\n", | |
| "\n", | |
| " if result is None:\n", | |
| " url = \"http://qqmusic.qq.com/fcgi-bin/qm_getLyricId.fcg?name=\"+title+\"&singer=\"+author+\"&from=qqplayer\"\n", | |
| " req = requests.get(url)\n", | |
| " res = req.text\n", | |
| " \n", | |
| " start_tag = 'id=\"'\n", | |
| " end_tag = '\" scroll='\n", | |
| " pos = res.find(start_tag)\n", | |
| " if pos != -1:\n", | |
| " pos_end = res.find(end_tag, pos)\n", | |
| " numeral = res[pos+len(start_tag):pos_end]\n", | |
| " if numeral != '0':\n", | |
| " result = \"http://music.qq.com/miniportal/static/lyric/\"+numeral[-2:]+'/'+numeral+'.xml'\n", | |
| " \n", | |
| " \n", | |
| " \n", | |
| " if result is None:\n", | |
| " url = \"http://box.zhangmen.baidu.com/x?op=12&count=1&title=\" + title + \"$$\" + author + \"$$$$\"\n", | |
| " req = requests.get(url)\n", | |
| " res = req.text\n", | |
| " \n", | |
| " start_tag = '<lrcid>'\n", | |
| " end_tag = '</lrcid>'\n", | |
| " pos = res.find(start_tag)\n", | |
| " if pos != -1:\n", | |
| " pos_end = res.find(end_tag, pos)\n", | |
| " numeral = res[pos+len(start_tag):pos_end]\n", | |
| " if numeral != '0':\n", | |
| " result = 'http://box.zhangmen.baidu.com/bdlrc/'+str(numeral)[:-2]+'/'+str(numeral)+'.lrc'\n", | |
| "\n", | |
| " \n", | |
| " if result is None:\n", | |
| " url = 'http://geci.me/api/lyric/' + title # Search by author returns false negative; hence we don't use author.\n", | |
| " req = requests.get(url)\n", | |
| " res = req.json()['result']\n", | |
| " if len(res) >= 1:\n", | |
| " result = res[0]['lrc']\n", | |
| "\n", | |
| " \n", | |
| " return result\n", | |
| "\n", | |
| "def download_lyrics(url, title, author=''):\n", | |
| " if url:\n", | |
| " req = requests.get(url)\n", | |
| " f = open('lyrics/'+title+'_lyrics.txt', 'w', encoding=req.encoding)\n", | |
| " f.write(req.text)\n", | |
| " f.close()\n", | |
| "\n", | |
| "song_with_lyrics = 0\n", | |
| "\n", | |
| "for song_title in songs['title']:\n", | |
| " \n", | |
| " lyrics_url = get_lyrics_url(song_title)\n", | |
| " if lyrics_url is not None:\n", | |
| " download_lyrics(lyrics_url, song_title)\n", | |
| " print('downloaded', lyrics_url, 'for', song_title)\n", | |
| " song_with_lyrics += 1\n", | |
| " \n", | |
| "print('totally downloade lyrics for', song_with_lyrics, 'songs')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 216, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Cleaning lyrics/0204_lyrics.txt\n", | |
| "Cleaning lyrics/1030_lyrics.txt\n", | |
| "Cleaning lyrics/Da-la-di-la-da_lyrics.txt\n", | |
| "Cleaning lyrics/Mlgb_lyrics.txt\n", | |
| "Cleaning lyrics/TROUBLE_lyrics.txt\n", | |
| "Cleaning lyrics/一夜情_lyrics.txt\n", | |
| "Cleaning lyrics/为了兄弟_lyrics.txt\n", | |
| "Cleaning lyrics/他们_lyrics.txt\n", | |
| "Cleaning lyrics/凭什么我买单_lyrics.txt\n", | |
| "Cleaning lyrics/动你的屁股_lyrics.txt\n", | |
| "Cleaning lyrics/北京晚报_lyrics.txt\n", | |
| "Cleaning lyrics/十八岁_lyrics.txt\n", | |
| "Cleaning lyrics/吹喇叭_lyrics.txt\n", | |
| "Cleaning lyrics/哇靠_lyrics.txt\n", | |
| "Cleaning lyrics/哈狗帮_lyrics.txt\n", | |
| "Cleaning lyrics/噩梦_lyrics.txt\n", | |
| "Cleaning lyrics/城市夜生活的副作用_lyrics.txt\n", | |
| "Cleaning lyrics/大学生自习室_lyrics.txt\n", | |
| "Cleaning lyrics/大连站_lyrics.txt\n", | |
| "Cleaning lyrics/屌_lyrics.txt\n", | |
| "Cleaning lyrics/我不管_lyrics.txt\n", | |
| "Cleaning lyrics/我又没说你_lyrics.txt\n", | |
| "Cleaning lyrics/我想要做爱_lyrics.txt\n", | |
| "Cleaning lyrics/我爱台妹_lyrics.txt\n", | |
| "Cleaning lyrics/我的梦中情人_lyrics.txt\n", | |
| "Cleaning lyrics/我行我素_lyrics.txt\n", | |
| "Cleaning lyrics/打分数_lyrics.txt\n", | |
| "Cleaning lyrics/放屁_lyrics.txt\n", | |
| "Cleaning lyrics/教父_lyrics.txt\n", | |
| "Cleaning lyrics/没完没了_lyrics.txt\n", | |
| "Cleaning lyrics/没钱没朋友_lyrics.txt\n", | |
| "Cleaning lyrics/爽_lyrics.txt\n", | |
| "Cleaning lyrics/狗男女_lyrics.txt\n", | |
| "Cleaning lyrics/绝世小攻之年下诱惑_lyrics.txt\n", | |
| "Cleaning lyrics/老师好_lyrics.txt\n", | |
| "Cleaning lyrics/背叛_lyrics.txt\n", | |
| "Cleaning lyrics/花花公子_lyrics.txt\n", | |
| "Cleaning lyrics/补习_lyrics.txt\n", | |
| "Cleaning lyrics/补补补_lyrics.txt\n", | |
| "Cleaning lyrics/迷你裙_lyrics.txt\n", | |
| "Cleaning lyrics/那一夜_lyrics.txt\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# Clean the lrc files\n", | |
| "import re\n", | |
| "import glob\n", | |
| "\n", | |
| "for path in glob.glob('lyrics/*lyrics.txt'):\n", | |
| " print('Cleaning', path)\n", | |
| " f = open(path, 'r')\n", | |
| " txt = f.read()\n", | |
| " # Remove timestamps\n", | |
| " txt = re.sub('\\[.*\\]', '', txt)\n", | |
| " \n", | |
| " f_clean = open(path.replace('_lyrics', '_lyrics_timestampRemoved'), 'w')\n", | |
| " f_clean.write(txt)\n", | |
| " \n", | |
| " # Known bug: It doesn't work with \"那一夜_lyrics.txt\"" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 234, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\n", | |
| "1712|我688|的614|你416|了198|是134|都126|就114|在110|说102|他90|\n", | |
| "\n", | |
| "85|她78|補74|有73|也69|屌63|着54|不53|要52|我们52|去50|个49|这48|不是48|还47|谁47|没有44|爱42|人42|得41|什么41|让41|知道41|找39|把38|想36|到36|那35|给35|没35|看35|一个34|补补33|跟33|会33|到底32|pop32|喜欢32|哈狗帮30|030|自己30|因为30|大30|被29|你们29|上29|北京28|儿28|现在28|I28|兄弟28|他们28|就是28|一27|这个27|習26|还是26|40426|怎么26|又26|更25|真的25|mini25|妈25|台25|像25|对25|the25|补习24|太24|不要24|叫23|妹23|document22|最22|听21|多21|吧21|so20|好20|有人20|来19|打19|qq19|别19|过19|想要19|my19|为了19|說19|和19|已经18|var18|起来18|逼18|is18|啊17|吃17|不会17|可以17|got17|style17|能17|t17|a16|可是16|shake16|长16|不出16|com16|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "16|http16|晚报16|帮16|北京晚报16|i16|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "16|得到16|中16|出来16|script16|新15|don15|朋友15|fucking15|与15|做15|一直15|带15|小15|躲15|不知15|your15|当14|不能14|越14|text14|再14|p14|如果14|很14|生活14|看到13|一起13|事儿13|mi13|hip13|on13|\n", | |
| "hip13|才13|比13|trouble\n", | |
| "You13|今天13|晚上13|喝13|you13|女13|\n", | |
| "\n", | |
| "\n", | |
| "13|甩13|學13|著12|丫12|老12|try12|\n", | |
| "mini12|多少12|学生12|有错12|但是12|不到12|没事12|时候12|catch12|music12|阿哈12|page12|面12|老师12|请11|喇叭11|音乐11|挂11|其实11|从11|sexy\n", | |
| "11|吹11|mini\n", | |
| "11|111|卖11|眼睛11|那个11|们11|个人11|势11|不想11|if11|回家11|老板11|讲11|不行10|只是10|为10|javascript10|只10|拿10|大家10|玩10|吹喇叭10|制作10|那么10|name10|万岁10|男10|好像10|html10|最后10|color10|img10|里10|不用10|ps10|有钱10|问10|divs10|不见10|不管10|有点10|脸10|body10|210|啥10|哈哈10|钱10|补习班10|装10|da10|hi10|妞儿10|梦10|实在10|div10|是不是9|传教9|跳9|管9|告诉9|as9|走9|背9|还有9|辣9|背叛9|xml9|漂亮9|太多9|真9|version9|班9|以为9|喔9|可爱9|假9|一点9|女人9|個9|感觉9|所以9|够9|遇到9|we9|一天9|\n", | |
| "10309|B9|几分9|出去9|青春9|只有9|没完9|点9|身边9|妈妈8|十字8|词8|噔8|我心8|className8|e8|开始8|48|怎么办8|人家8|明天8|一样8|\n", | |
| "\n", | |
| "hip8|座8|么8|这种8|heels8|href8|十字架8|放在8|type8|看看8|top8|margin8|难道8|妹妹8|象牙8|攻8|同一8|惊8|买8|电话8|男女8|来说8|getElementById8|算8|88|第一8|这样8|referrer8|歹8|be8|romp8|哪里8|meta8|教士8|多多8|俗8|街头8|嗯8|狗嘴吐不8|每天8|用8|me8|+8|情人8|非常8|到处8|content8|下8|听说8|sexy\n", | |
| "Lace8|干8|一口8|话声8|传教士8|字架8|这么8|window8|车8|满分8|一下8|src8|穿8|花7|傻7|女孩7|一些7|m7|愿意7|乖乖7|and7|等7|can7|已7|\n", | |
| "High7|怕7|放7|大学7|快7|这里7|没事儿7|IN37|爽7|迷你7|屁股7|麼7|跑7|哪7|代表7|just7|\n", | |
| "IN37|狗7|它7|全部7|放屁7|计较7|大腿7|倒楣7|只能7|但7|哎7|麦克7|开7|曲7|相信7|我会7|to7|饶舌7|只要7|性病7|全7|低7|靠7|补7|赶快7|根本7|无法7|时间7|啦7|却7|吗7|高高7|慢慢7|know7|ya6|而6|那些6|轻轻6|行不行6|一种6|所有6|看着6|黄立行6|有力6|ll6|麦克风6|font6|泪6|脸皮6|charset6|不同6|大连6|中情6|大街6|一口气6|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "6|还要6|每个6|书包6|口气6|getCookie6|j6|QQ6|ur6|最好6|TM6|哦6|掉6|受6|呢6|睡6|自习6|一眼6|为什么6|永远6|流行6|演唱6|家6|操6|133px6|for6|utf6|lyric6|社会6|学校6|突然6|可6|outer6|昏天暗地6|break6|分钟6|page4046|觉得6|空中6|天暗6|头6|中国6|默念6|下午6|什6|common6|您6|修改6|面前6|冰淇淋6|显示6|后6|506|爱情6|getElementsByTagName6|消失6|height6|wanna6|应该6|url6|length6|敌人6|move6|死6|更多6|向6|display6|坐6|暗地6|挺6|\n", | |
| "hi6|new6|衣服6|homp6|width6|真正6|别人5|上来5|滋味5|心里5|以5|说唱5|口水5|没完没了5|戴5|分5|成5|1005|真的假5|媽5|哥5|一夜5|老夫子5|欺负5|手5|吃饭5|狗男女5|不敢5|接受5|花花公子5|少年5|n5|灯5|www5|每5|女生5|大哥5|穿着5|世界5|少5|离开5|想像5|喊5|肚子5|老夫5|同学5|god5|的话5|来到5|X5|哥哥5|二十5|赶紧5|乱5|Money5|性感5|笑5|几个5|变5|吹牛5|送5|良心5|嘴巴5|上学5|看不见5|it5|屁5|哈5|夫子5|疯5|实在太5|床上5|发现5|能够5|假装5|黑5|样儿5|一声5|公子5|小姐5|of5|身体5|MC5|HIPHOP5|花花5|难看5|up5|一遍5|过来5|问题5|who5|理想5|嘴5|城市5|歌手5|這5|继续5|快乐5|终于5|give5|不够5|手段5|没了5|太阳5|血5|连5|夏天5|眼神5|约5|大人5|為5|清楚5|出5|B\n", | |
| "5|肯定5|唱5|美丽5|神秘5|亲5|马上5|生5|十八5|林志玲5|黑夜5|安心4|write4|说话4|骂4|站4|弹4|街4|叫做4|十八岁4|喃4|goBack4|俏皮4|location4|姑娘4|美国4|心情4|听见4|一层4|破4|js4|no4|盼4|页面4|把手4|background4|满4|到处跑4|门口4|ex4|position4|hidden4|span4|今晚4|不住4|哪儿4|追4|不如4|師4|寻找4|话4|舞池4|活4|丢上来4|听到4|低头4|k4|info4|children4|厄4|坐在4|l4|what4|八岁4|拒绝4|咱4|奶罩4|天下4|來4|根儿4|酒吧4|这点4|变成4|哥们4|侯佩岑4|返回4|勾引4|head4|external4|哇4|report4|人生4|挣4|多么4|\n", | |
| "04|泛4|恩4|阿4|吆4|门前4|none4|文化4|一会4|拒4|有时4|信息4|class4|5FAE4|種4|出息4|事情4|作曲4|占4|美4|ooh4|midportal4|片4|角落4|目的4|聯4|equiv4|抱4|五分钟4|5b8b4|lable4|光光4|+document4|matter4|++4|Image4|就让4|火4|呦4|数4|看见4|am4|教4|腿4|qm4|感受4|cmd4|104|学费4|里面4|咋4|8F6F4|問4|block4|各4|command4|想去4|故事4|A4|left4|一堆4|父母4|抽4|爸4|忍不住4|个个4|见4|剩下4|value4|电视4|高中4|头发4|歌词4|味儿4|联考4|4f534|qqmusic4|边儿4|然而4|五分4|曾经4|病4|失去4|呵呵4|大声4|瓶子4|不着4|霓虹4|动4|留下4|学习4|warp4|工作4|宽度4|xwl784|卷4|國4|恋爱4|镜子4|出门4|需要4|意义4|找到4|两个4|absolute4|教父4|考4|家里4|不好4|无聊4|id4|YO4|else4|action4|亲吻4|寻4|未4|自由4|9ED14|subcmd4|絕4|好奇4|东西4|歌曲4|对于4|懂4|icon4|身上4|一般4|真是4|买单4|search4|就要4|lll4|经过4|内容4|U4|天4|用户4|96C54|不断4|很多4|tab4|台北4|呼吸4|教育4|教育部4|title4|family4|过去4|多浪4|只管4|掀起4|parseInt4|气息3|倒3|座位3|交3|克3|结局3|嘿嘿3|听讲3|蛇3|门儿3|干掉3|留在3|烦3|记得3|GB23123|姐姐3|招展3|简短3|白脸3|红了脸3|打开3|闪3|秋天3|作词3|出现3|红色3|時3|想起3|穿金戴银3|满血3|spot3|反正3|习惯3|张开3|依然3|街上3|不爽3|作业3|看过3|最快3|蒂3|革命3|尊重3|thugz3|陽3|翘3|玩儿3|热力3|不在3|言传3|节奏3|满意3|金戴银3|神经3|真神3|老大3|基因3|拾掇3|成绩3|好多3|不过3|打电话3|三天3|弄3|血红3|说出3|刚3|眼里3|鸟3|花枝3|晃3|脚步声3|耍3|感到3|encoding3|一边3|支3|臀3|了了3|风儿3|张3|趋炎附势3|写3|力3|小白脸3|流氓3|那里3|合洗3|心3|上课3|苏3|超3|孩子3|手机3|然后3|很大3|ben3|拥有3|起3|blok3|双手3|作用3|昨天3|地3|现代3|第二3|任3|\n", | |
| "\n", | |
| "yeah3|莫名其妙3|奔3|中文3|浅浅的3|\n", | |
| "www3|屁屁3|裙3|一切3|任何3|臭3|算计3|需3|都市3|她家3|才能3|椅3|赛车3|now3|娘3|明星3|听起3|奇怪3|南阳3|尽3|\n", | |
| "my3|麽3|涌出3|天知道3|冤枉3|浅浅3|格外3|富婆3|银子3|七3|发热3|白3|陪3|龙套3|思考3|神经病3|过错3|夜生活3|有没有3|洗涤3|about3|胡3|面子3|歌名3|将3|接3|不对3|ki3|不了3|沒3|口中3|离3|眼角3|一伙3|小心3|旧3|开心3|饭3|u3|牛3|红灯3|CD3|之年3|在乎3|张震岳3|gonna3|熟悉3|股3|要说3|一年3|从头3|画3|精神3|回答3|高低3|要是3|摇3|两句3|現3|天都3|一定3|屋里3|会儿3|般的3|南阳街3|世纪3|追踪3|这些3|NB3|戒指3|迟到3|种3|资本3|花枝招展3|仿佛3|融合3|张雨生3|莫名3|哈哈哈3|要紧3|脚步3|编辑3|表现3|态度3|唱歌3|毕竟3|前面3|血红色3|大学生3|穿梭3|不然3|神气3|热情3|正在3|分数3|費3|关系3|舞3|祷告3|\n", | |
| "who3|她们3|心想3|in3|散发3|南3|男生3|一块3|扎3|homiez3|课堂3|热裤3|kno3|残忍3|babe\n", | |
| "3|背影3|罪3|帮助3|位置3|came3|worldwide3|亚3|鲜血3|副作用3|好象3|脚3|走到3|冲力3|醒目3|露出3|招3|完3|上自3|yo3|很爽3|电影3|热狗3|how3|戰3|路口3|歪歪3|自在3|right3|金丝鸟3|流下3|仔3|笨蛋3|见面3|喘息3|邪恶3|陈3|故意3|爱抚3|道3|趁3|經3|笑容3|鞋面3|from3|快要3|满大街3|shut3|高高低低3|妹子3|home3|way3|咱们3|喷3|此刻3|池上3|往3|萝卜3|麻利3|一群3|金丝3|夏季3|大款3|动起3|缴3|鸡3|咆哮3|整个3|旁边3|com\n", | |
| "3|之后3|候3|不要紧3|快速3|当成3|望3|何3|年轻3|可能3|快下3|静静3|带你去3|上帝3|沃3|烧3|低点3|试3|出手3|丢3|听不见3|台北市2|不再2|受够2|Type2|爸妈2|滚2|共2|s+2|182|呼2|总2|时代2|啤酒2|勉强2|英雄2|黑板2|长期2|person2|明2|气氛2|嫌犯2|之中2|removeChild2|训练2|BMW\n", | |
| "2|第二天2|Jason\n", | |
| "2|报警2|推门2|66px2|子2|留2|拉2|辫子2|酒家2|部长2|或2|拾回2|宝马2|传说2|始自2|0px2|Girl\n", | |
| "2|五道口2|从中2|场面2|\n", | |
| "LRC2|谈2|唉呀2|girls2|肾上腺2|访问2|身材2|冬眠2|算算看2|上眼2|嚼2|忽悠2|今天下午2|面宽2|拿起2|哈哈哈哈2|上班2|小妞2|一日2|IN3\n", | |
| "2|而且2|纯情2|经历2|六百2|太黑2|抓去2|一瓶2|绕2|叶子2|票子2|560px2|血汗2|国家2|吵2|没钱2|decoration2|最亮2|想一想2|子弹2|这时2|火警2|关掉2|不要脸2|解2|圈2|世纪末2|部分2|照亮2|不信2|以前2|爱小2|振动2|一名2|顺风2|提醒2|This2|兜里2|负有2|脸蛋2|讲课2|不犯2|脏2|好不好2|small2|抢2|小妞儿2|绕到2|回去2|信仰2|假如2|come2|日复一日2|三个2|瘾2|眼看2|脾气2|QQmusic2|处分2|算算2|东北2|禧2|simple2|墙上2|以后2|west2|气2|回到2|两声2|载2|顶2|这事2|容易2|一夜情2|欣赏2|洋酒2|国大2|搁2|坏2|首页2|auto2|下去2|琢磨2|耶2|分给2|调成2|No2|闪烁2|百计2|曼2|金马2|吉他2|\n", | |
| "\n", | |
| "function2|纯2|听不进去2|解脱2|太重2|一帮2|对劲2|旭东2|估计2|\n", | |
| "U2|凯2|where2|做爱2|YD2|后面2|搂2|lrc2|92|数学2|千2|打手2|onclick2|宝2|瞧2|一案2|道理2|字2|Vince\n", | |
| "U2|赖2|教育部长2|Content2|IE2|酒2|当年2|地下2|查找2|\n", | |
| "try2|基本2|烟2|带回家2|巴巴2|5px2|\n", | |
| "body2|所在2|人大2|胜利2|their2|撒2|11402|overflow2|烂2|51lrc2|般般2|附庸风雅2|表皮2|有钱人2|干架2|国小2|面对2|漆黑2|发脾气2|一片2|诚2|要来2|谢2|五六百2|\n", | |
| "if2|真得2|錢2|丧2|血色2|发愁2|直至2|鸡蛋2|闲事2|聽2|眠2|泡2|Tencent2|mouth\n", | |
| "2|半点2|防腐2|三寸2|原因2|年期2|无非2|一般般2|洁身2|芭比2|教授2|来临2|出发2|握2|乎2|真命天子2|夜2|吴2|滿2|刀2|既然2|本事2|惹2|换2|馆2|一袋2|床2|宝贝2|买票2|一班2|JpoPcC2|大小2|聊2|make2|alert2|地方2|泥2|你家2|力气2|磕巴2|年头2|考试2|不动2|恨2|些2|乐子2|润2|狂2|用力2|不满2|地儿2|自由自在2|磕磕巴巴2|噢2|各种2|非得2|#373b3a2|績2|毫不2|哀乐2|s2|要钱2|另2|Tahoma2|嘲笑2|这位2|警察2|test2|miniversion2|领导2|转2|Life2|警方2|摊子2|专辑2|長2|\n", | |
| "You2|get2|兜风2|听不进2|刷卡2|#FFFFFF2|眼镜2|常常2|改用2|sexy\n", | |
| "sexy2|迷人2|腹2|从一而终2|进去2|最近2|二十一2|带够2|不破2|天时2|作弊2|闲着2|傍2|没什么2|Arial2|Edge2|年纪2|走开2|李2|灿烂2|本2|天一2|side\n", | |
| "\n", | |
| "42|King2|一份2|Fuck2|半天2|牌2|组织2|Et2|書2|秘密2|无关2|pa2|边2|撑2|overflowY2|一章2|other2|indexOf2|mediastyle2|西2|\n", | |
| "html2|长大2|甚至2|风2|次2|css2|\n", | |
| "get2|徵2|P2|with2|这年头2|拧2|小学2|marginBottom2|462|举起2|算了2|霓虹灯2|十分2|唱起2|台湾2|唧唧2|一穷二白2|大方2|好好2|闭上眼睛2|不分2|生气2|NAR2|办公室2|feel2|野兽2|适应2|在家2|下车2|答案2|国际2|防腐剂2|de2|学学2|随便2|商店2|广告2|JUANA2|房2|枪2|不显2|SKY2|吓傻2|发疯2|邻居2|脚底板2|系2|天子2|香2|Description2|交叉2|叨咕2|百万2|喜怒哀乐2|還2|变态2|喜怒2|\n", | |
| "I2|Keywords2|驰2|k++2|1802|头条2|爸爸2|全部都是2|edition2|扣分2|泪汪汪2|必要2|FastWeb2|累2|徘徊2|WebPerformAsync2|png2|ask2|三寸不烂之舌2|此2|line2|半瓶2|校外2|打牌2|道口2|大部2|完整2|送给2|宋2|姐妹2|狠2|没关2|抬头2|思想2|满脸2|static2|忽然2|v22|路2|升官发财2|有空2|槟榔2|开嘴2|视线2|嘴里2|bzmtv2|闹2|乳液2|回想2|5em2|带回2|暖2|肉2|不及2|现实2|公斤2|事2|轻松2|三十2|骗钱2|附庸2|嘻2|不免2|hover2|阮2|受不了2|忘2|实话2|ignore\n", | |
| "2|天与地2|升2|革命者2|半夜2|看电视2|不得2|龙2|#16BC5C2|r2|UA2|向着2|必须2|喝醉2|百个2|innerHTML2|瓷2|三百2|不负2|setAttribute2|大部分2|伙计2|好个2|闲人2|升官2|念2|哭2|乾脆2|loading2|犯傻2|雨2|课2|go2|唯一2|沉默2|逮捕2|管闲事2|hear2|北市2|damn2|pop\n", | |
| "2|警车2|防晒2|吃药2|不对劲2|不通2|drop\n", | |
| "\n", | |
| "Smokin2|小弟2|历史2|不可2|房间2|害2|size2|成年2|拍2|padding2|情况2|美好2|align2|裡2|砸2|五千2|party2|脱落2|迎接2|左手2|折腾2|命2|看清2|滚动2|around2|like2|似2|dans2|慌2|尝到2|味2|\n", | |
| "Ki2|telling2|胸口2|报销2|水平2|没人2|both2|属于2|于是2|天王2|型2|露相2|炫2|暂时2|总是2|洁身自好2|功夫2|片儿2|成天2|垂直2|多点2|防晒乳2|包2|高度2|混2|难2|DOCTYPE2|脚底2|互相2|reprezent2|自欺欺人2|垃圾2|CAO\n", | |
| "2|真不2|high\n", | |
| "2|负责2|第一天2|新鲜2|空气2|惦2|肾上腺素2|一半2|主角2|真命2|三寸不烂2|夠2|Like2|渐渐2|无2|啊哈2|最高2|底板2|肥2|厕所2|踩2|惨2|生意2|miniframe2|坐牢2|有心2|清纯2|原来2|五百2|镇定2|腐烂2|小伙2|RegExp2|染上2|顿饭2|墙角2|皮肤2|440px2|不理2|更年期2|ClientInterfaceForWeb2|10742|are\n", | |
| "So2|耳朵2|放纵2|脖子2|彩虹2|白白2|国外2|擦2|追求2|爱国2|作2|要不然2|时尚2|睡觉2|五道2|verson2|无赖2|王子2|芭乐2|Vince\n", | |
| "\n", | |
| "This2|存在2|一把2|暑2|会来2|function2|舞台2|巴黎2|远去2|文说2|失踪2|出卖2|秘密组织2|休2|肚子饿2|充满2|逃走2|花招2|广大2|随2|干嘛2|学会2|\n", | |
| "function2|自负2|得意2|生火2|奶粉2|贼2|仙人2|JB2|规矩2|怨2|伸来2|骗子2|180px2|滚动条2|无奈2|十五分2|手指2|#9494942|俊2|从来2|对不起2|要脸2|闭上眼2|叽咕2|优良2|爷们2|塞住2|办公2|第三2|发片2|好几2|east2|整天2|程2|智2|腾讯2|纳闷2|LrC2|三2|金马奖2|回首2|話2|入睡2|五六2|从前2|寒2|xxxx2|中央2|setTimeout2|走进2|DJ2|G2|麻烦2|十二2|二天2|不来2|几公斤2|风雅2|回音2|反应2|enemies2|耳边2|千方百计2|listen2|没关系2|中高2|boring2|彩色2|早早2|ride\n", | |
| "\n", | |
| "U2|back2|五百万2|扑腾2|块儿2|阴2|冀2|公室2|十五分钟2|继承2|缺2|男主角2|That2|黄2|忙2|劲儿2|手心2|只好2|蛋2|Compatible2|大叔2|强2|Sexy2|好听2|骗2|东2|课后2|娱乐2|战争2|千万2|imgcache2|or2|從2|渐染2|le2|头上2|先2|看不到2|repeat2|没出2|他妈的2|It2|早晚2|不一2|吐2|去冬2|可靠2|請2|蝌蚪2|口音2|汪汪2|夜幕2|叹一口气2|的确2|动物2|ho2|痒2|雪茄2|分局2|8002|没看2|喂2|center2|十章2|第五2|chronik2|从小2|睡不着2|闹钟2|hustlers2|千方2|周围2|data2|打架2|头皮2|十一2|16px2|双眼2|性2|發2|中正2|自好2|哇塞2|网上2|善良2|domain2|票2|周末2|mic2|\n", | |
| "China2|压力2|hop2|自习室2|刘2|34px2|自欺2|传统2|忍2|阳光2|said2|v112|靠近2|大场2|#9290912|天天2|无辜2|te2|好看2|剩2|不敢相信2|落掉2|诱惑2|外表2|抽风2|无数2|off2|密组织2|马2|下雨2|对白2|是因为2|die2|彻底2|自个2|起舞2|同2|爭2|recom2|沾满2|怎2|阿妈2|发财2|木乃伊2|尿2|搓2|蒸2|输2|風2|10302|没出息2|标题2|哈拉2|十五2|太阳眼镜2|酒店2|幫2|停止2|遇见2|紧张2|ready2|真心2|小腿2|浪漫2|所谓2|搞2|包装2|敢2|这边2|天生2|十多2|遗憾1|二点1|十四1|五千万1|n\n", | |
| "\n", | |
| "1|冥思1|寻乐1|国宝1|占有1|混水1|喝酒1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "1|台币1|手拿着1|不让1|接触1|两1|法相1|滋1|天赋1|法拉1|在校1|黄绿1|躺1|整条1|fuck\n", | |
| "A31|天伦1|进入1|旁人1|狗肉1|thugz\n", | |
| "And1|检查1|三双1|皮条客1|舐1|光棍1|b\n", | |
| "1|见到1|骗人1|一套1|预约1|破口1|起床1|装得1|水蛇1|他人1|名字1|聋1|生存1|无敌1|网吧1|没事干1|再说1|抗战1|碰到1|SIR\n", | |
| "1|侦探1|合在1|种树1|怎样1|无能1|过瘾1|滚出1|几千个1|朋克1|難1|姐1|哮喘1|日夜1|mc1|动力1|背不动1|简直1|境界1|tcolle1|圣经1|礼拜1|一九四三1|stay1|暗里1|叹1|停1|la1|货1|电视墙1|原则1|冲出1|默里1|要付1|嗓子1|割过1|不用说1|thugs1|汗水1|喀1|have1|目光1|牙1|书名1|财产1|回来1|口里1|生辰1|續1|\n", | |
| "PSS1|十岁1|聚1|歪1|中国式1|恋爱史1|双刀1|腸1|勇气1|五趟1|体育1|跑车1|坑1|傻眼1|聊聊1|BBBB\n", | |
| "1|组长1|大老爷们儿1|debark1|例行公事1|蹦1|方块1|拜师学艺1|陷害1|冒1|不一会1|千万个1|唠唠叨叨1|电视机1|确1|过后1|影响1|狐假虎威1|吐痰1|挨着1|呼叫1|叼1|春意1|当做1|带刺1|欢音1|五章1|安1|三句1|光顾1|束之高阁1|贩卖1|关于1|喷上1|几好1|那时1|yo\n", | |
| "\n", | |
| "1|背痛1|娃娃1|桌1|do1|口臭1|一问三不知1|带刺儿1|背着1|横行1|鼻息1|看书1|一眨1|玻璃1|加速1|使1|易犯1|明白1|句句1|正事1|讲义1|逻辑1|开卷考试1|通话1|来者1|yy1|sexy\n", | |
| "party1|火力1|下跪1|恣1|真他妈1|化做1|肆意挥霍1|钞票1|冰冰1|宝岛1|吃饱1|几1|马戏团1|后期1|英语1|夜夜1|现金1|我俩1|baze1|生就1|baztoz1|别误会1|耽误1|好感1|期待1|改革1|主楼1|滚刀1|婚外恋1|慈济1|pour1|源头1|水里1|买卖1|守1|阿哥哥1|拜拜1|岛1|商业1|情侣1|打分1|瞭1|因1|信儿1|综合1|右手1|很漂亮1|HIP1|未满1|漂亮女孩1|张唱片1|香肠1|嘻嘻哈哈1|掏1|膛1|既来之则1|记录1|\n", | |
| "MM1|绣花针1|笑话1|太爽了1|峇1|Le1|崎岖1|太贵1|豁然1|fux1|大卫1|收礼1|玉米1|一十1|处男1|机1|私人侦探1|十戒1|大中1|红1|不知不觉1|夏威夷1|后边1|追上1|成百上千1|远走1|别说1|一五一十1|可不1|旺1|调查1|皇天1|滚蛋1|打着1|派对1|外面1|林振强1|\n", | |
| "No1|不良1|末日1|进1|琪1|轻蔑1|恁1|犯人1|一事1|天空1|want1|丑八怪1|两姐妹1|破口大骂1|违法1|蔌1|音乐网1|洋文1|TEE1|going1|厚1|销魂1|任人1|戏1|扔下1|\n", | |
| "It1|肆意1|气儿1|run\n", | |
| "None1|面带1|young1|九四1|位子1|开朗1|海海1|君1|诗书1|十分钟1|富士1|铁1|down1|新鲜感1|八章1|反攻1|服气1|柜台1|认识1|欢迎1|暴发户1|罪愆1|香味儿1|茬1|公款吃喝1|done1|没劲1|羞涩1|不堪入目1|锵1|从来没1|人流1|believe\n", | |
| "1|句子1|内心1|耳1|纯洁1|N1|LP1|九章1|\n", | |
| "MC1|呻吟1|太烂1|技术1|天使1|有意1|要不是1|杂草1|可口可乐1|自内心1|国中1|消极1|例行1|宣传1|点点1|垃圾筒1|2891246421|脖1|抹粉1|分不清1|种颜色1|憔悴1|赚1|微笑1|开卷1|关门1|无病1|是否1|定会1|stand\n", | |
| "1|闯红灯1|alwayz1|豹1|癌1|天下第一1|知不知道1|屈服1|翼1|睡醒1|把头1|冲突1|答问1|男模1|表出1|四十1|口儿1|门窗1|女朋友1|麥1|怀念1|摇出1|深处1|请进1|十八招1|踢1|身1|found1|浓妆艳抹1|尤物1|管到1|由1|没想1|孤单1|靠着1|埋汰1|瞪1|黑人1|华纳1|杀1|大二1|多元化1|peta1|照片1|贪污1|一两杯1|高梁1|jvaichez1|米粒1|二十多年1|手枪1|咱俩1|顺风耳1|光芒1|嫉妒1|单数1|always1|冷面1|最终1|灯泡1|腦1|特多1|奇迹1|少管闲事1|发自1|棒1|迎来1|疙瘩1|引来1|行为1|有着1|foire1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "oh1|晚1|趴1|fuck\n", | |
| "A21|\n", | |
| "Q1|當1|一出戏1|re1|牵手1|战国时代1|门1|无可1|十秒1|不服气1|提升1|一零一1|\n", | |
| "lrc1|来自1|着迷1|加入1|peur1|則1|哎呀1|乔1|教堂1|要好看1|十种1|trouble\n", | |
| "1|反差1|小窗1|变出1|私人1|vecleberetta\n", | |
| "Jet1|通红1|争名1|無1|吐沫1|否认1|声音1|竹1|彩色笔1|乐观1|地下通道1|回头1|针1|忐忑1|一点点1|好好学习1|者1|好色1|突变1|下书1|调1|KITY1|改革开放1|线民1|能比1|硬1|三十六计1|卖狗肉1|sound1|厅1|苦1|拇指1|炫耀1|\n", | |
| "come1|讲台1|急呀1|经验1|却是1|误时1|电动1|听闻1|息肉1|拥1|四处1|不离1|三十六1|most1|资格1|拘禁1|作礼拜1|抚慰1|34567\n", | |
| "OHH\n", | |
| "1|好学1|一阵1|欠1|垫1|等到1|牛仔裤1|朝霞1|张开嘴1|七八1|家事1|残年1|哲1|搞定1|堂1|颂1|lovelrc1|早起1|不长1|发声1|大事儿1|假唱1|钟1|无名英雄1|一次1|不长不短1|高官1|这回1|背信弃义1|绝世1|one1|一辈子1|K1|躁1|掩耳1|派出1|Couteau1|日利1|高年级1|山越1|达明一派1|配合1|风烛残年1|成立1|随地吐痰1|瞅1|原谅1|礼貌1|温柔1|狼1|豆腐1|play1|狗屎1|芳心1|摸不着1|两分钟1|luv1|羽1|大金1|收1|湿润1|浓度1|土生1|比出1|超越1|Night1|左面1|整成1|烟瘴1|酒精1|視1|外套1|咧1|二十分1|BYE1|长满1|公司1|一管1|Bitch\n", | |
| "\n", | |
| "IN31|一晚1|浇1|拉住1|大力1|Kiss1|大陆1|透透气1|Up\n", | |
| "1|生命1|想学1|\n", | |
| "Go1|家门口1|尖儿1|大哭1|燒1|很轻1|霸占1|不堪1|机器1|china\n", | |
| "1|翅膀1|通都1|嗎1|\n", | |
| "Don1|stopped\n", | |
| "Drop1|settle1|曾1|\n", | |
| "Bathing1|凭1|手里1|无成1|andrew1|AK1|jail1|令人遗憾1|未成1|忘恩负义1|网1|山上1|猜想1|放牛1|霖1|\n", | |
| "We1|泽1|门外1|总经理1|撒旦1|捐给1|当作1|划破1|话费1|贪心1|铃声1|肥羊1|顺便1|上到1|愁眉苦脸1|飞散1|全国1|满足1|可喜可贺1|人身1|可怜1|pantz1|昊1|打坏1|捡1|没空1|往下1|女孩儿1|全世界1|垦丁1|恶魔1|genre1|Raper1|第七1|往后1|伪装1|大地1|hot1|切变1|一丝1|收起1|兽人1|台南1|差1|转身1|混混1|拔出来1|少年郎1|发生1|亲密1|炮火1|鞋1|左右1|讲话1|dog\n", | |
| "\n", | |
| "1|下有1|诱人1|杯1|昨天晚上1|残废1|俄罗斯1|建设1|无所谓1|童子1|庞1|如果说1|你老1|\n", | |
| "1030\n", | |
| "\n", | |
| "1|31|成群结队1|无解1|恶1|停过1|试得1|随地1|大老爷1|博1|多分1|贞洁1|愁眉1|翻山1|出去玩1|殘1|We1|471|为人师表1|Heart\n", | |
| "No1|大雪1|没去1|可乐1|填鸭式1|Martin1|裁1|幹1|My1|me\n", | |
| "Stay1|头儿1|大面1|坐下1|生为1|落入1|平平1|毫不客气1|段子1|传播1|带走1|桑拿1|不少1|理1|技不如人1|马路边1|\n", | |
| "when1|狗屁1|\n", | |
| "H1|玖1|舞弄1|清爽1|爱现1|个位1|拉出1|打折1|萤光幕1|躲起1|烦人1|\n", | |
| "MACHI1|第八章1|没味1|老李1|钢琴1|提前1|鲁1|驻场1|非要1|四季1|不得了1|人群1|后生1|俚语1|式1|路人1|\n", | |
| "http1|幻1|麦当劳1|明确1|今夜1|肛裂1|乖巧1|没办1|黄土1|美妙1|懂得1|快来1|扔进1|聞1|stop1|组1|嘴唇1|经变1|多元1|二环1|home\n", | |
| "Start1|\n", | |
| "ip1|暴力1|闭起1|直往1|双脚1|连人1|耽误时间1|过头1|大片1|忘却1|围坐1|ape1|就此1|光天化日1|花针1|张开嘴巴1|平时1|导演1|愁1|无味1|工1|rock1|计1|停车1|一九1|第二章1|舍得1|捅1|中心1|眼泪1|颜色1|血丝1|一家1|青1|溜走1|曲线1|走错1|倚1|所里1|看穿1|名1|做好1|其他人1|坷1|报仇1|lascars1|生辰八字1|冷静1|二十多1|鱼子1|混水摸鱼1|万万1|第三章1|差一点1|心中1|业务1|主题1|这点儿1|一副1|辈子1|经理1|员1|七十二变1|几句1|打爆1|大宛1|于是乎1|怀抱1|多年1|stop\n", | |
| "never1|工夫1|不该1|结队1|四五1|闷1|梗1|再也1|二十一岁1|夹带1|下肚1|水道1|百多1|填词1|模特儿1|嘿嘿嘿1|狂热1|挂羊头卖狗肉1|四五点1|中时1|hype1|咕1|不觉1|beat1|talk1|从没1|公款1|杀人1|换过1|气疯1|纳闷儿1|唉1|填1|民间1|饭后1|笑地1|遜1|回1|七十二1|太大1|妇产科1|欺1|主题乐园1|\n", | |
| "Hey1|忧伤1|一年四季1|屎1|丸子1|this1|映出1|半兽人1|YES1|北人1|反恐1|老脸1|黑暗1|约谈1|金门1|纵横1|HOP1|光想1|翻1|逼到1|感情1|佛珠1|隐痛1|kejai\n", | |
| "vrnimenpadkoeur\n", | |
| "Juis1|塞进1|舞厅1|以下1|受伤1|HotDog\n", | |
| "10301|流行风1|两句话1|门上1|得知1|昏昏1|染1|雷锋1|一出1|上网1|琵琶1|于今1|韵1|德1|与我无关1|集合1|露珠1|MUSIC1|发抖1|饶舌歌1|彼此1|其他1|宁1|流泪1|带枪1|壮1|敢不敢1|五点钟1|淋湿1|time1|直说1|HotDog\n", | |
| "1|小笼1|冬天1|十七八1|心所1|开房1|後1|刻苦1|饶1|发软1|醉过1|假日1|摸鱼1|礼物1|坚定1|拉下1|金牙1|树立1|凶1|des1|周1|睡懒觉1|中午1|说明1|黑马1|回回1|几点1|精明1|呀1|束1|儿子1|8\n", | |
| "sexy\n", | |
| "1|\n", | |
| "endhttp1|记者1|请问1|第五章1|常1|Lee\n", | |
| "\n", | |
| "1|H1|Vince\n", | |
| "This1|马虎1|浓厚1|唇齿1|douleur1|行年1|衣裳1|亲爱1|花钱1|洗手1|大老爷们1|狞笑1|夜猫子1|乐园1|改行1|所有人1|yes81|修辞1|萧1|俺们1|哪位1|消化1|红黄绿1|浓浓的1|花样1|J\n", | |
| "1|火药1|61|抵1|trouble1|不绝1|\n", | |
| "and1|畫1|三章1|筆1|信心1|七彩1|打扫1|攀1|收获1|通来1|裤子1|分送1|三里屯1|乱讲1|京城1|电灯泡1|一根1|蜷缩1|柔和1|脊椎1|\n", | |
| "TM1|墙头草1|天才1|嚎啕1|think\n", | |
| "You1|光带1|自言自语1|闹热1|一番1|告密1|管好1|跑出去1|乐趣1|frakass\n", | |
| "1|好开心1|跳起1|受够了1|天堂1|爷们儿1|不烦1|對1|叽叽1|火药味1|出神1|男女关系1|跳出1|晌1|覆1|另外1|輸1|无所1|兩1|hard1|立1|承认1|串1|深宵1|愤青1|只在乎1|便利1|纵火1|兼1|阿里1|關1|凶手1|便利商店1|捏造1|jae1|心不在焉1|舞姿1|作文1|动物园1|Q1|都行1|呈1|土生土长1|网友1|那件1|小心眼1|名师1|一则1|没收1|兄弟姐妹1|呆呆1|54321\n", | |
| "OHH1|垫子1|哭诉1|训练有素1|关心1|一本1|几亿1|小礼1|良1|動1|1\n", | |
| "C11|学历1|疯魔1|Lg1|阿哥1|开口1|比我强1|\n", | |
| "ooh1|印满1|一问三不1|说完1|尴尬1|一堂1|潇洒1|rococo1|源深1|foi\n", | |
| "Jtexecute1|洗衣粉1|待会1|再次1|姐们儿1|荒地1|一步1|酒瓶1|认不出来1|別1|snitch1|吓一跳1|娘子1|出了门1|句句实话1|小笼包1|迷幻1|big1|羊头1|不开1|留意1|阿妹1|枇杷1|有权1|步骤1|坐满1|上千1|京味1|Vince\n", | |
| "Chuis1|有名1|背景1|两条1|尬1|校工1|从小到大1|厚着脸皮1|聪明1|ride\n", | |
| "\n", | |
| "A11|\n", | |
| "Break21|聊天1|关机1|包里1|右1|不服1|恨不得1|启示录1|蹒跚1|編1|CDATA1|溜溜1|sure\n", | |
| "1|放松1|后半1|盡1|得手1|噩梦1|救出1|当上1|可喜1|备有1|种花1|骚动1|黑发1|萝1|别以为1|评分1|凌乱1|立定1|保镖1|沙发1|骑1|One1|震动1|鞋子1|us1|十六1|瞎转1|手摸1|升学1|怀1|油1|唱片1|哈日1|71|一气1|正式1|象1|拼命1|之为1|怀疑1|来来1|旱1|阴天1|翻山越岭1|真意1|copz\n", | |
| "My1|七十1|外国1|有事1|立成1|非1|德行1|比林1|福1|跋扈1|十二点1|搞不懂1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "In1|杀人狂1|白马王子1|小灵通1|当到1|抢钱1|年复一年1|多数1|宽衣1|第六1|表情1|分道1|实况1|五六百个1|hoez1|饿1|條1|拳1|交际1|2728573553\n", | |
| "\n", | |
| "1|拔掉1|尊1|一双1|包皮1|洗浴1|SB1|瞥见1|乱搞1|送信1|刘以达1|Feiyes1|嚎啕大哭1|天儿1|血汗钱1|注意1|别碰1|令1|chrome\n", | |
| "U1|\n", | |
| "YO1|练1|满脸风霜1|\n", | |
| "Mother1|饭馆1|二排1|三十秒1|可看1|留面子1|barbare1|loser1|\n", | |
| "When1|氣1|开上1|绑1|於1|值得1|医药费1|台大1|精神爽1|风格1|小样1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "021|鹅1|即纳1|德智体1|实是1|没道理1|柔弱1|伤痕累累1|最爱1|神话1|\n", | |
| "ho1|詞1|舞女1|二章1|全身1|Hotdog1|目标1|放进1|遥远1|姐们1|越来1|小狗1|搞笑1|自从1|喷火1|要害1|城门1|年1|半边1|够劲1|转过1|登上1|表演1|玻璃窗1|饿死1|浓妆1|com\n", | |
| "Intro1|直接1|投向1|得有1|风烛1|挂羊头卖1|care1|对着1|天真1|夜幕降临1|wannabe1|票价1|即将1|玩具1|亲亲1|爱女1|猴儿1|滴血1|佚名1|並1|款1|Air1|安静1|理由1|第一章1|贡献1|忙碌1|上边1|出租1|一会儿1|贱1|百步1|floor1|活着1|萤光1|鼠1|真心话1|六1|后半夜1|车站1|stars1|盯住1|鲜花1|正1|際1|F1|压倒1|欺负人1|够紧1|不变1|皱纹1|燥1|應1|一身1|不快1|shank1|诺1|何人1|酸1|哼1|脱衣服1|薰香1|忽然间1|乱跑1|造1|397994570\n", | |
| "\n", | |
| "1|相看1|当夜幕1|大大1|比较1|thing1|多难1|豆豆1|高宗1|问候1|卑微1|混到1|comes1|show1|弄死1|鼻息肉1|面孔1|Force1|拜托1|mtvzz1|可口1|上摸1|许多1|就算1|秋冬1|赚钱1|能开1|QQ89045143\n", | |
| "la1|罗百吉1|产科1|谈起1|粒1|嬉皮1|一岁1|于1|avek1|隔音1|持续1|自语1|縱1|mess1|残疾1|走神1|派来1|甜蜜1|\n", | |
| "Iet1|决定1|脸上1|讲理1|诚意1|不下1|dirty\n", | |
| "1|打广告1|语文1|\n", | |
| "Rocin1|水湿1|群体1|过硬1|枕头1|飞1|秀1|干杯1|有说有笑1|前1|皮衣1|大溪地1|嬭1|并重1|罗嗦1|作假1|藏1|处女1|high1|好不容易1|浓1|八招1|凄1|同事1|田1|力量1|metaphyzikal1|say1|撕破脸1|深1|雅座1|一堂课1|错1|引进1|姝1|迹1|看下1|罗斯1|这条1|倒霉1|本质1|醉1|六百个1|前人1|uz1|揪1|炕头1|俩1|old1|应对1|万万岁1|花无百日1|生锈1|枪响1|叫醒1|記1|\n", | |
| "\n", | |
| "10301|舔着1|夜市1|一粒1|place\n", | |
| "Sinon1|泥泞1|速1|朗读1|roll1|heurez1|分身1|暝1|\n", | |
| "oh1|遇1|难受1|八道1|发自内心1|震1|嘎嘎1|找我聊1|两粒1|究竟1|热爱1|爬满1|满天1|approche\n", | |
| "ma1|danfeng927\n", | |
| "1|早就1|真不少1|香水1|八1|灯笼1|二十分钟1|三餐1|心眼1|抛1|料1|一眨眼1|冷冰冰1|瞄1|十一岁1|刷1|人民币1|walk\n", | |
| "This1|蓝1|别的1|dit1|两千1|三陪1|那时快1|浓浓1|爱女人1|胸部1|cuz1|普通话1|招牌1|笼罩1|居然1|全都1|逼进1|泡面1|打分数1|点火1|一大1|場1|逆我者亡1|该不该1|先前1|爱神1|看好1|可畏1|多情1|Fxxk1|主张1|不敢想像1|胡说1|盟约1|胖1|当天1|DISCO1|怪怪1|\n", | |
| "the1|早已1|通知1|胡子1|师学艺1|老人1|是从1|仙1|电话费1|平静1|vendusfoktu1|孩童1|\n", | |
| "Car1|大白1|堵1|瘫痪1|一题1|星1|Chong1|骄傲1|心痒1|没法儿1|白马1|着作1|开到1|电灯1|医院1|追赶1|水珠1|则安之1|不规矩1|无诚意1|敢出1|脱掉1|whatz1|进来1|惟1|蒙1|正北1|咯1|祝1|提供1|NB\n", | |
| "1|想法1|印度1|甜言1|路上1|清真1|跟着1|跋山涉水1|赶赶1|tight1|基因突变1|义气1|心头1|讨厌1|发呆1|一场1|右上1|眼中1|rap\n", | |
| "1|from\n", | |
| "It1|旁边儿1|东方1|混合1|第七章1|成人1|拜师1|第九章1|迅雷不及掩耳1|安山1|略过1|弃1|老汉1|开开1|野蛮1|猫子1|罚1|wit1|别跟我1|毕业1|第十章1|新台币1|最低1|大溪1|一五1|累累1|多管闲事1|dead1|军官1|茄子1|尾巴1|痒痒1|收钱1|付账1|前线1|抢走1|场合1|飘1|重要1|Stop\n", | |
| "messing1|考虑1|烧掉1|放在眼里1|贩卖机1|忍心1|上变1|报告1|帶1|包括1|动不动1|繳1|Free91|精虫1|batar1|早1|课堂纪律1|你好1|在建1|德智体群1|been1|五点1|理性1|卷子1|进口1|有心人1|第四1|完全1|嬉皮士1|铁杵磨成针1|青春年少1|迅雷不及1|嘛1|Mlgb1|讀1|叨叨1|行风1|\n", | |
| "Rap1|每当1|一派1|位1|挂羊头1|雄性1|蔡依林1|贵1|兜1|富士山1|漏子1|野狗1|红润1|市中心1|欺骗1|正人君子1|庙里1|MACHI1|放洋1|那样1|一对1|复数1|五一1|群1|球门1|那双1|两分1|滔滔1|street1|dfoutr1|上头1|911\n", | |
| "1|线1|T1|盎然1|体育老师1|没亲1|两杯1|强大1|下水道1|吐字1|虽然1|同时1|圈儿1|单身1|浪费1|仇恨1|法拉利1|练到1|狗屎运1|Jdebark1|一窝蜂1|are1|醒1|飞机1|意为1|9\n", | |
| "sexy\n", | |
| "1|圣人1|\n", | |
| "How1|失去理性1|未成年1|那种1|收惊1|迭1|法儿1|了不起1|点儿1|出双入对1|拍拖1|亲戚1|双腿1|直来直往1|看得见1|透气1|爆1|過1|打破1|限1|123260740\n", | |
| "1|大拇指1|三种1|拔出1|今天天气1|背后1|\n", | |
| "i1|大连人1|上下1|锻炼身体1|来点1|冒汗1|旧情1|箭1|双截棍1|好好学1|No\n", | |
| "1|堵车1|第十1|真理1|巡逻1|tapoire1|干什么1|摸1|四亿1|第四章1|头痛1|第三天1|PS2\n", | |
| "1|没得1|废话1|万里1|冲1|称之为1|百利1|最前1|空手1|环境1|顽皮1|内裤1|夏秋1|学生服1|走过1|奇遇1|褪去1|at1|艳抹1|温暖1|小便1|題1|大事1|换来1|\n", | |
| "\n", | |
| "QQ1|想想1|傻子1|公认1|Animal\n", | |
| "1|倍1|无病呻吟1|score\n", | |
| "U1|勾肩搭背1|打打1|油条1|ces1|pefra1|几千1|来来回回1|摇摆1|猪脚1|hardcore\n", | |
| "So1|两张1|罩1|直播1|风霜1|填鸭1|\n", | |
| "C21|春光1|梅1|八字1|秃尾1|经受1|喘气1|新鲜空气1|永1|福音1|一面1|春色1|夜猫1|胀1|一个月1|第八1|遗忘1|隐藏1|暗号1|捐1|\n", | |
| "Fuck1|发麻1|十多年1|营业1|孤独1|道路1|群魔乱舞1|sa\n", | |
| "1|放下1|雷1|\n", | |
| "101|apres1|黎明1|降临1|尽情1|热吻1|想为1|大火1|night1|猧1|吃到1|勾勾1|任何人1|叔叔1|时差1|醉生梦死1|昨晚1|裂缝1|红灯区1|四章1|den1|够劲儿1|很忙1|兽性1|风气1|改1|第一眼1|再好1|硬着头皮1|师学1|早餐1|春夏1|汉子1|摊1|很快1|鸡巴1|媳妇1|迅雷1|街灯1|抛弃1|莫非1|叶1|离谱1|\n", | |
| "common1|知晓1|配色1|成佛1|秽语1|劲1|幻想1|彦1|\n", | |
| "so1|机车1|撸1|夢1|女子1|三环1|合好1|初中1|马超1|踏青1|射向1|牆1|童话1|Break1|密接1|holy1|久1|cd1|圣母1|通知单1|滔滔不绝1|人师1|娘娘腔1|不错1|古典1|睡到1|不自1|shittin1|投币1|盘1|既来之1|判1|所需1|嫌1|光1|摇滚1|啪1|\n", | |
| "Remy1|浪1|那天1|照1|主义1|John1|射进1|持1|\n", | |
| "\n", | |
| "GOOD1|千万别1|不容1|写歌1|流行音乐1|模1|九折1|Night\n", | |
| "One1|将来1|归1|达1|春夏秋冬1|锁门1|功力1|抹1|春天1|帝制1|墙头1|果儿1|老爷1|统统1|脱衣1|要饭1|宗旨1|叽1|便道1|涉水1|找不着1|既1|征婚1|不眠之夜1|HotDog1|狱1|流利1|乐观主义1|之前1|亮起1|down\n", | |
| "1|体会1|那话儿1|出钱1|落发1|高级1|楷1|刚强1|遠1|执著1|走神儿1|numba1|眨眼1|右面1|正人1|\n", | |
| "Party1|应酬1|野兽派1|抓1|文明1|醒来1|发票1|三百多1|一得1|滚出去1|暴发1|嘻嘻1|井底1|爽朗1|紧锁1|讲解1|进出1|停掉1|独舞1|打中1|拖拉1|投资1|算是1|三代1|碰1|纯良1|chow\n", | |
| "1|黑光1|三条1|龊1|家门1|滚刀肉1|刺儿1|肥猫1|草莓1|接着1|魂1|wan1|高超1|司机1|语文课1|憎厌1|兴趣1|四人帮1|图片1|皮鞭1|编1|好多钱1|纪律1|喘1|轮胎1|似的1|顺我者昌1|赞1|even1|万个1|蜜1|钟关1|男人1|人民1|擦屁股1|付出1|密语1|爸爸妈妈1|了解1|冷笑1|too1|饿狼1|崔1|句1|西装1|轻率1|脱1|危险1|童子鸡1|十七1|灯光1|心跳1|营造1|车辆1|身旁1|学生证1|深更半夜1|八成1|分清1|北京城1|老二1|乱舞1|god\n", | |
| "1|捣鬼1|忘恩1|倾向1|动人1|德性1|瘝1|drop1|behind1|眼前1|教学1|Rapper\n", | |
| "1|话儿1|好几千1|后生可畏1|die\n", | |
| "1|Mc1|尽头1|小小1|天生我才1|发1|中指1|奸商1|照样1|粗布1|利用1|五街1|高1|桃源1|几天1|台上1|逗乐1|色情图1|耽1|Now1|較1|成见1|泪流1|服务1|灵通1|睬1|呆1|无名1|Sache1|gone1|大妹1|睡着1|天荒地老1|偷偷1|小国1|亲切1|历练1|习以为常1|来回1|END1|尿片1|肝1|这时候1|骚1|职业1|噩1|仙人跳1|排在1|学成1|代1|真实1|刺激1|一色1|马家爵1|现场1|們1|记住1|散1|熬夜1|深深1|唠叨1|介绍1|煮菜1|问一问1|爱护1|认为1|\n", | |
| "GUCCI1|处女膜1|述说1|汉堡1|招待1|哈里1|大喊1|有素1|舞动1|里头1|下水1|凳子1|\n", | |
| "QQ745606801\n", | |
| "\n", | |
| "1|点钟1|逊1|你报1|美女1|有所1|撕破脸皮1|一事无成1|抱怨1|奴1|等等1|匪军1|水蛇腰1|下面1|Wake1|伤1|铁塔1|难过1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "10301|懒觉1|板1|星光1|歌1|顶多1|少有1|六章1|张学友1|业绩1|失望1|china1|伊1|一下下1|when1|用去1|我处1|车马1|屠刀1|明明1|可贺1|误会1|\n", | |
| "mc1|恋1|\n", | |
| "Oh1|钱包1|34567\n", | |
| "High1|偏见1|郑1|假象1|德福1|流1|豁然开朗1|客1|坏话1|缠1|九1|简单1|开放1|博弈1|说好1|两只1|out1|臭豆腐1|想到1|vek1|普吉岛1|鸭1|瘴气1|up\n", | |
| "1|jump1|汪1|启示1|金属1|神父1|意在1|光用1|止1|抽尽1|懒惰1|往日1|从来不1|东风1|哪个1|转动1|手持1|含1|all1|之身1|香味1|更是1|帅1|away1|\n", | |
| "Yeah\n", | |
| "1|走廊1|胡说八道1|弟弟1|上海1|數1|孙子1|草1|越来越1|out\n", | |
| "We1|整1|我行我素1|折1|DVD1|舔1|戏团1|弦1|下课后1|不以1|偷看1|濟1|几岁1|服人1|质量1|无力1|几百1|Stand1|单挑1|接客1|露1|莉1|竟然1|一族1|二十岁1|Yo1|另类1|上天1|住1|bitches1|起身1|步履1|老外1|熱1|眼瞅1|箕1|路边1|再者说1|until1|校内1|放轻1|信1|派出所1|门框1|着急1|听歌1|等待1|S1|绣花1|药费1|酒瓶子1|三里1|换上1|爱带1|tmd1|发扬1|一杯1|认不出1|挥霍1|养1|军车1|没想到1|热闹1|若是1|没法1|襬1|PUSSY1|一拍即合1|一块儿1|本色1|抖颤1|b1|呼喊1|通通1|责任1|寻求1|到任1|Friend\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "1|当个1|\n", | |
| "shake1|人前人后1|撕破1|萬1|大大小小1|疯狂1|窗户1|春1|岃1|壓1|棒子1|色情图片1|步1|负义1|餐厅1|迷你裙1|看得1|里面儿1|甭1|妆1|機1|清1|瞄着1|小混混1|rodick1|好险1|十多条1|皮条1|多心1|躲起来1|远1|色笔1|彪1|脆弱1|一筐1|玩转1|打炮1|y1|性向1|上去1|小弟弟1|炼1|语句1|喝一杯1|中枪1|接起1|生土1|紧1|付钱1|\n", | |
| "just1|前方1|吃喝1|老鸟1|下课1|传奇1|也许1|掩饰1|综合症1|无可奈何1|再一1|涓1|周杰伦1|boyz1|焉1|投入1|再摇1|打小报告1|夜总会1|站起1|动机1|韩1|任务1|发泄1|bang1|相辞1|巷1|难怪1|做生意1|地上1|let1|see1|抄收1|自以为是1|读书1|精1|dla1|嘿1|学1|d1|办法1|合法1|世界末日1|堕落1|恰好1|子鸡1|電1|普通1|唬1|争名夺利1|令人1|剪掉1|锈了1|马戏1|疙1|狠心1|手上1|分道扬镖1|百日1|叹息1|车灯1|药味1|冰冷1|遇上1|呗1|持刀1|内地1|痕1|学友1|下下1|抓住1|每次1|各取所需1|月前1|管路1|腰1|天气1|消费1|刷牙1|逗1|要为1|之蛙1|正事儿1|解渴1|第六章1|留点1|第一次1|換1|杯酒1|衣衫1|人儿1|lyrics1|词曲1|警1|香烟1|xx1|天黑1|冰凉1|鸡鸡1|几百个1|出门儿1|得得1|COM\n", | |
| "1|舅舅1|普吉1|动作1|直发抖1|本书1|Don1|换成1|知识1|这根1|toi1|差点1|歇会儿1|山越岭1|涛1|tou1|多条1|连站1|拍电影1|照相1|有些1|君子1|损1|牛仔1|3932358001|heures1|未来1|板凳1|superstar1|一曲1|大面儿1|方法1|shotz1|模特1|教室1|\n", | |
| "Asshole\n", | |
| "1|垃圾桶1|Friend\n", | |
| "\n", | |
| "1|套儿1|黑影1|PUB1|多派1|一拳1|腰酸1|孩儿1|ZXTW1|器1|一辈1|起不来1|生理1|慈1|脸颊1|Jue1|半兽1|吹笛1|妇产1|换新1|港台1|TAMAKI1|商量1|味道1|镜1|脑满肠肥1|撞死1|一道1|上街1|抓贼1|两瓶1|毫不考虑1|冻1|磨成1|多任务1|学艺1|\n", | |
| "Dez1|铁杵1|\n", | |
| "Freestyle1|主演1|通道1|短信1|欲望1|盯1|重1|infinie1|这帮1|傻了眼1|原住民1|客气1|ass1|給1|小姐姐1|體1|高阁1|虎威1|烟雾1|当夜1|金1|好几亿1|响1|羡慕1|总会1|一两1|高跟鞋1|充气1|痛苦1|不明1|瑟1|ton1|改成1|板报1|黄耀明1|除了1|高举1|小报1|有限1|污1|自私1|完成1|小蝌蚪1|年少1|沉醉1|itchin1|真情1|MATSUI1|刽子手1|透透1|钓1|想着1|腰酸背痛1|热舞1|出街1|打算1|份儿1|做人1|娘娘1|拉稀1|附近1|看清楚1|锻炼1|\n", | |
| "Break11|oh1|校服1|无限1|战国1|改变1|紫1|攒1|嗨1|隔1|老爷们儿1|玉米粒1|的哥1|下成1|finish1|開1|不在乎1|好玩1|net1|三百两1|师表1|马路1|PLPL1|奈何1|快给我1|牌坊1|药1|伤痕1|灌醉1|迷茫1|\n", | |
| "Yo1|一只1|决意1|总有一天1|说时迟1|饱1|偷心1|破脸1|春药1|jtecla1|心脏1|白天1|我行1|英雄本色1|\n", | |
| "11|色情1|碜1|\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "011|昏暗1|酬1|公事1|发展1|春意盎然1|受到1|那条1|跳舞1|踞1|醒觉1|二日1|pur1|mifa1|风情1|体贴1|井底之蛙1|枕1|鴨1|阿里山1|露馅1|在外1|零食1|钢管1|空虚1|辉1|放牛吃草1|想买1|成群1|乐意1|第九1|背信1|年级1|消息1|进屋1|越岭1|从未1|冤家1|排长1|偶尔1|无畏1|少管1|恩公1|be\n", | |
| "1|跌倒1|疏于1|半边天1|生理需要1|还给1|家人1|螢1|成家1|不屑1|亮眼1|忘记1|一九四1|宇1|扔1|Connar1|洗衣1|一朝1|一百1|混有1|degage1|致敬1|校区1|只怕1|医药1|猜1|dez1|塞满1|jve1|再者1|You1|讓1|珠泪1|乐器1|两天1|通1|SIAN1|愤怒1|代价1|作业本1|虚度1|懒得1|悲伤1|甜1|绝1|care\n", | |
| "I1|手铐1|住民1|活活1|樣1|玛莉亚1|七章1|耶和华1|不安1|零1|所能1|哥们儿1|自以1|本分1|課1|早上1|希望1|送信儿1|光阴1|莫1|婚外1|精光1|杰出1|不讲理1|演唱会1|科学1|幕1|不露1|吓跑1|吐口1|成为1|放肆1|神1|不自在1|数字1|百两1|千个1|D1|責1|瞎1|上三1|疯子1|年纪轻轻1|颜1|步道1|Hey1|铭1|看出1|尖1|咕叨1|努力1|形状1|新闻1|北一1|到位1|牲畜1|撕1|别怕1|臭骂1|验尿1|sky\n", | |
| "1|为何1|托1|红白1|卡1|\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# Let's count work frequencies\n", | |
| "\n", | |
| "import jieba\n", | |
| "word_count = {}\n", | |
| "for path in glob.glob('lyrics/*_lyrics_timestampRemoved.txt'):\n", | |
| " f = open(path, 'r')\n", | |
| " txt = f.read()\n", | |
| " seg_list = jieba.cut(txt, cut_all=True)\n", | |
| " for word in seg_list:\n", | |
| " try:\n", | |
| " word_count[word] += 1\n", | |
| " except KeyError:\n", | |
| " word_count[word] = 1\n", | |
| " \n", | |
| "result = ''\n", | |
| "for item in sorted(word_count.items(), key=lambda x: x[1], reverse=True):\n", | |
| " if item[0]:\n", | |
| " result += item[0] + str(item[1]) + '|'\n", | |
| "print(result)" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.4.3" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 0 | |
| } |
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