{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# weibo_senti_100k 说明\n",
    "0. **下载地址：** [百度网盘](https://pan.baidu.com/s/1DoQbki3YwqkuwQUOj64R_g)\n",
    "1. **数据概览：** 10 万多条，带情感标注 新浪微博，正负向评论约各 5 万条\n",
    "2. **推荐实验：** 情感/观点/评论 倾向性分析\n",
    "2. **数据来源：** [新浪微博](https://weibo.com/)\n",
    "3. **原数据集：** [新浪微博，情感分析标记语料共12万条](https://download.csdn.net/download/weixin_38442818/10214750)，网上搜集，具体作者、来源不详\n",
    "4. **加工处理：**\n",
    "    1. 将原来的 2 份文档，整合成 1 份 csv 文件\n",
    "    2. 编码统一为 UTF-8\n",
    "    3. 去重"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "path = 'weibo_senti_100k_文件夹_所在_路径'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. weibo_senti_100k.csv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 加载数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "评论数目（总体）：119988\n",
      "评论数目（正向）：59993\n",
      "评论数目（负向）：59995\n"
     ]
    }
   ],
   "source": [
    "pd_all = pd.read_csv(path + 'weibo_senti_100k.csv')\n",
    "\n",
    "print('评论数目（总体）：%d' % pd_all.shape[0])\n",
    "print('评论数目（正向）：%d' % pd_all[pd_all.label==1].shape[0])\n",
    "print('评论数目（负向）：%d' % pd_all[pd_all.label==0].shape[0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 字段说明\n",
    "\n",
    "| 字段 | 说明 |\n",
    "| ---- | ---- |\n",
    "| label | 1 表示正向评论，0 表示负向评论 |\n",
    "| review | 微博内容 |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
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       "      <td>1</td>\n",
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       "      <td>[抱抱]福芦 TangRoulou 吉祥书 8.8折优惠 &gt;&gt;&gt; http://t.cn/z...</td>\n",
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       "      <td>这个价不算高，和一天内训相比相差无几。。[哈哈]//@博通传媒v: 6个月！一个月工资1万，...</td>\n",
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      "text/plain": [
       "        label                                             review\n",
       "62050       0  太过分了@Rexzhenghao  //@Janie_Zhang:招行最近负面新闻越来越多呀...\n",
       "68263       0                    希望你?得好?我本＂?肥血?史＂[晕][哈哈]@Pete三姑父\n",
       "81472       0  有点想参加????[偷?]想安排下时间再决定[抓狂]//@黑晶晶crystal: @细腿大羽...\n",
       "42021       1                               [给力]感谢所有支持雯婕的芝麻！[爱你]\n",
       "7777        1  2013最后一天，在新加坡开心度过，向所有的朋友们问声：新年快乐！2014年，我们会更好[调...\n",
       "100399      0                  大中午出门办事找错路，曝晒中。要多杯具有多杯具。[泪][泪][汗]\n",
       "82398       0                  马航还会否认吗？到底在隐瞒啥呢？[抓狂]//@头条新闻: 转发微博\n",
       "106423      0                         克罗地亚球迷很爱放烟火！球又没进，就硝烟四起。[晕]\n",
       "24798       1  [抱抱]福芦 TangRoulou 吉祥书 8.8折优惠 >>> http://t.cn/z...\n",
       "6598        1  回复@钱旭明QXM:[嘻嘻][嘻嘻] //@钱旭明QXM:杨大哥[good][good][g...\n",
       "53920       1                                   人家这脸长的!!!!!![哈哈]\n",
       "15587       1  这个价不算高，和一天内训相比相差无几。。[哈哈]//@博通传媒v: 6个月！一个月工资1万，...\n",
       "101237      0                             终于收工啦，脚丫子快冻掉了[泪][泪][泪]\n",
       "82449       0  我决定从今天开始我想吃什么就去吃什么，一个人吃也无所谓，重点是不要因为别人的意见委屈了自己[...\n",
       "32537       1  飘雪的北京 需要双份早餐.......//@美食天下: [哈哈]//@王淼Margay: 屁...\n",
       "10630       1  [耶]，这个太赞了，生活大爆炸第六季马上要出啦[鼓掌] //@-郑瑜-:这个不错 //@经典...\n",
       "85130       0  刚追完#倾世皇妃#，#千山暮雪#又紧随其后，网速和更新速度都太不给力，尽管我看过原著，还是焦...\n",
       "105956      0  晚上看金二胖?察前?，推出的火炮基座?糟了，可以PK了[泪] //@艾米粒er: //@wi...\n",
       "72391       0                    必须把中国足球的伟大，用我的职业演说出来 //@袁腾飞:[泪]\n",
       "10761       1  [鼓掌] //@宁波香格里拉大酒店: 小编来答疑，周五晚惊艳全场的树根蛋糕到底有多长？蛋糕全..."
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd_all.sample(20)"
   ]
  }
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