Chinese-Words-Spllit-Liwenliang.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('dataset/LiwenliangMarked.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comment_id</th>\n",
       "      <th>Comment_Time</th>\n",
       "      <th>Comment_Like</th>\n",
       "      <th>Commnet_IP</th>\n",
       "      <th>Commenter_Name</th>\n",
       "      <th>Commenter_id</th>\n",
       "      <th>Commenter_gender</th>\n",
       "      <th>Commenter_Following</th>\n",
       "      <th>Commenter_Follower</th>\n",
       "      <th>Comments</th>\n",
       "      <th>Tree Hole</th>\n",
       "      <th>Tree Hole Probability</th>\n",
       "      <th>Whaling Wall</th>\n",
       "      <th>Whaling Wall Probability</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1207577</th>\n",
       "      <td>4480963319170414</td>\n",
       "      <td>2020-03-10 16:19:30</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>小烦同学要_不忘初心</td>\n",
       "      <td>2823627851</td>\n",
       "      <td>女</td>\n",
       "      <td>315</td>\n",
       "      <td>171</td>\n",
       "      <td>嗨，李医生，我还没吃过德克士的手枪腿呢，想着您的品味应该不错，跟朋友约了疫情一结束就去尝尝，...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.588446</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.970145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1326164</th>\n",
       "      <td>4469134039138884</td>\n",
       "      <td>2020-02-07 00:54:10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>已移交警方监管</td>\n",
       "      <td>3973405510</td>\n",
       "      <td>男</td>\n",
       "      <td>13</td>\n",
       "      <td>177</td>\n",
       "      <td>要加油！</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.654734</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.985438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>659830</th>\n",
       "      <td>4564409869402727</td>\n",
       "      <td>2020-10-26 22:46:17</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>江南西蒙HK</td>\n",
       "      <td>2280627914</td>\n",
       "      <td>男</td>\n",
       "      <td>29</td>\n",
       "      <td>578</td>\n",
       "      <td>晚安💤⭐️🌙，李</td>\n",
       "      <td>No</td>\n",
       "      <td>0.989073</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>766399</th>\n",
       "      <td>4547005114487914</td>\n",
       "      <td>2020-09-08 22:06:01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>初夏深湫</td>\n",
       "      <td>6174105725</td>\n",
       "      <td>男</td>\n",
       "      <td>79</td>\n",
       "      <td>40</td>\n",
       "      <td>英雄永远留在人民心中，名留青史</td>\n",
       "      <td>No</td>\n",
       "      <td>0.985009</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.937565</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322478</th>\n",
       "      <td>4731808736355065</td>\n",
       "      <td>2022-01-31 21:09:38</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>翘起嘴角偷笑6</td>\n",
       "      <td>2533940091</td>\n",
       "      <td>女</td>\n",
       "      <td>59</td>\n",
       "      <td>54</td>\n",
       "      <td>老李 新年快乐🎆🍾️</td>\n",
       "      <td>No</td>\n",
       "      <td>0.990959</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39973</th>\n",
       "      <td>4853961196046383</td>\n",
       "      <td>2023-01-03 22:59:53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自河北</td>\n",
       "      <td>筱的成长日记</td>\n",
       "      <td>7720840474</td>\n",
       "      <td>男</td>\n",
       "      <td>275</td>\n",
       "      <td>0</td>\n",
       "      <td>我想活着</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.985827</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>912636</th>\n",
       "      <td>4517716105716040</td>\n",
       "      <td>2020-06-20 02:21:57</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>娱乐精神</td>\n",
       "      <td>5844743821</td>\n",
       "      <td>女</td>\n",
       "      <td>67</td>\n",
       "      <td>777</td>\n",
       "      <td>李医生</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996420</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>993233</th>\n",
       "      <td>4498439088261283</td>\n",
       "      <td>2020-04-27 21:41:58</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>x谢晓晓x</td>\n",
       "      <td>6477838338</td>\n",
       "      <td>女</td>\n",
       "      <td>29</td>\n",
       "      <td>4</td>\n",
       "      <td>奋起直追</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.848781</td>\n",
       "      <td>No</td>\n",
       "      <td>0.991822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1179554</th>\n",
       "      <td>4482862743476709</td>\n",
       "      <td>2020-03-15 22:07:07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>努力赚钱的橘子</td>\n",
       "      <td>3511087100</td>\n",
       "      <td>女</td>\n",
       "      <td>40</td>\n",
       "      <td>22</td>\n",
       "      <td>李医生来看看你，四川绵阳确诊清零了，但大家仍天天戴口罩，不聚会。</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.587357</td>\n",
       "      <td>No</td>\n",
       "      <td>0.526277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192456</th>\n",
       "      <td>4810980993012028</td>\n",
       "      <td>2022-09-07 08:31:55</td>\n",
       "      <td>4.0</td>\n",
       "      <td>来自重庆</td>\n",
       "      <td>木兰花蝴蝶兰</td>\n",
       "      <td>2504852741</td>\n",
       "      <td>女</td>\n",
       "      <td>1364</td>\n",
       "      <td>166</td>\n",
       "      <td>这面墙会一直在吗，大家还有个哭诉的地方</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.965546</td>\n",
       "      <td>No</td>\n",
       "      <td>0.992332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1047246</th>\n",
       "      <td>4490055953170564</td>\n",
       "      <td>2020-04-04 18:30:23</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>大力美女u</td>\n",
       "      <td>5266471379</td>\n",
       "      <td>女</td>\n",
       "      <td>70</td>\n",
       "      <td>24</td>\n",
       "      <td>李医生 今天我又来了 今天是清明节 全国人民都为了您们这种英雄鸣笛降旗默哀 您在那边要好好的...</td>\n",
       "      <td>No</td>\n",
       "      <td>0.982111</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>970594</th>\n",
       "      <td>4503932422121161</td>\n",
       "      <td>2020-05-13 01:30:30</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>夜奔李靖</td>\n",
       "      <td>6114695091</td>\n",
       "      <td>男</td>\n",
       "      <td>237</td>\n",
       "      <td>72</td>\n",
       "      <td>放心吧，我们记着你呢。</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996341</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995779</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154954</th>\n",
       "      <td>4840106252567609</td>\n",
       "      <td>2022-11-26 17:25:17</td>\n",
       "      <td>3.0</td>\n",
       "      <td>来自重庆</td>\n",
       "      <td>之寒-</td>\n",
       "      <td>6939339666</td>\n",
       "      <td>女</td>\n",
       "      <td>139</td>\n",
       "      <td>2302</td>\n",
       "      <td>三年了李医生 也是这样的冬天</td>\n",
       "      <td>No</td>\n",
       "      <td>0.728743</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.950605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>766908</th>\n",
       "      <td>4547004773964555</td>\n",
       "      <td>2020-09-08 22:04:40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>追风lccwd</td>\n",
       "      <td>3160813267</td>\n",
       "      <td>男</td>\n",
       "      <td>255</td>\n",
       "      <td>32</td>\n",
       "      <td>致敬！</td>\n",
       "      <td>No</td>\n",
       "      <td>0.997094</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.997082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466648</th>\n",
       "      <td>4657183322800308</td>\n",
       "      <td>2021-07-09 22:54:52</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>刘不弃要吃火锅</td>\n",
       "      <td>6854889855</td>\n",
       "      <td>女</td>\n",
       "      <td>97</td>\n",
       "      <td>4</td>\n",
       "      <td>爱情也许是最没意义的东西</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.982779</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447186</th>\n",
       "      <td>4673842062827314</td>\n",
       "      <td>2021-08-24 22:10:46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>棉花糖的天空_lucky</td>\n",
       "      <td>5049265655</td>\n",
       "      <td>女</td>\n",
       "      <td>1929</td>\n",
       "      <td>104</td>\n",
       "      <td>他洗完澡从来不拖地，让人很讨厌！我跟他关系不好，没啥交流，最多就是他问我答，要么几十说不到一...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995406</td>\n",
       "      <td>No</td>\n",
       "      <td>0.995017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1295866</th>\n",
       "      <td>4469155987910964</td>\n",
       "      <td>2020-02-07 02:21:23</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ChristianDi0r</td>\n",
       "      <td>2711633991</td>\n",
       "      <td>男</td>\n",
       "      <td>206</td>\n",
       "      <td>87</td>\n",
       "      <td>等你回来！🙏🙏🙏🙏🙏</td>\n",
       "      <td>No</td>\n",
       "      <td>0.995606</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526905</th>\n",
       "      <td>4607453717332891</td>\n",
       "      <td>2021-02-22 17:27:11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>是吃吃吃吃郴啊chenau</td>\n",
       "      <td>6399273355</td>\n",
       "      <td>女</td>\n",
       "      <td>53</td>\n",
       "      <td>23</td>\n",
       "      <td>来看看你…真是 好久没见哇</td>\n",
       "      <td>No</td>\n",
       "      <td>0.985021</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160126</th>\n",
       "      <td>4836343412165974</td>\n",
       "      <td>2022-11-16 08:13:07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自四川</td>\n",
       "      <td>来一块德芙吧</td>\n",
       "      <td>7719984602</td>\n",
       "      <td>男</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>疫情赶快过去吧</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.836914</td>\n",
       "      <td>No</td>\n",
       "      <td>0.952313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>599341</th>\n",
       "      <td>4587879604684008</td>\n",
       "      <td>2020-12-30 17:06:38</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>哇塞我是多么的哇塞</td>\n",
       "      <td>5178920866</td>\n",
       "      <td>女</td>\n",
       "      <td>524</td>\n",
       "      <td>174</td>\n",
       "      <td>今天又掉眼泪了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995776</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>604646</th>\n",
       "      <td>4587847183766316</td>\n",
       "      <td>2020-12-30 14:57:49</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>木可乐罐子</td>\n",
       "      <td>5546898399</td>\n",
       "      <td>男</td>\n",
       "      <td>184</td>\n",
       "      <td>54</td>\n",
       "      <td>2020年就要过去了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.852593</td>\n",
       "      <td>No</td>\n",
       "      <td>0.970621</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369481</th>\n",
       "      <td>4718035107058115</td>\n",
       "      <td>2021-12-24 20:58:09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KAGEROU今天吃辣咖喱了吗</td>\n",
       "      <td>5696825999</td>\n",
       "      <td>女</td>\n",
       "      <td>3189</td>\n",
       "      <td>478</td>\n",
       "      <td>平安夜快乐</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.701918</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.988492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198081</th>\n",
       "      <td>4809182295363451</td>\n",
       "      <td>2022-09-02 09:24:32</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自江苏</td>\n",
       "      <td>宇宙超级无敌终极进化暴龙战士</td>\n",
       "      <td>5883913115</td>\n",
       "      <td>男</td>\n",
       "      <td>110</td>\n",
       "      <td>39</td>\n",
       "      <td>他们依旧很固执</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.988661</td>\n",
       "      <td>No</td>\n",
       "      <td>0.992304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>798533</th>\n",
       "      <td>4546949439554495</td>\n",
       "      <td>2020-09-08 18:24:46</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>天天天亮酱</td>\n",
       "      <td>1141927633</td>\n",
       "      <td>女</td>\n",
       "      <td>192</td>\n",
       "      <td>17</td>\n",
       "      <td>谢谢您，愿您家人身体健康，平平安安。</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994380</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.993948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>474055</th>\n",
       "      <td>4650097063495992</td>\n",
       "      <td>2021-06-20 09:36:37</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>恶魔大小姐zz</td>\n",
       "      <td>5150830895</td>\n",
       "      <td>女</td>\n",
       "      <td>227</td>\n",
       "      <td>47</td>\n",
       "      <td>早，父亲节快乐</td>\n",
       "      <td>No</td>\n",
       "      <td>0.966439</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.993357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>929922</th>\n",
       "      <td>4514958379096106</td>\n",
       "      <td>2020-06-12 11:43:44</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>要好好学习数学的土豆</td>\n",
       "      <td>5772075910</td>\n",
       "      <td>男</td>\n",
       "      <td>52</td>\n",
       "      <td>47</td>\n",
       "      <td>恭喜</td>\n",
       "      <td>No</td>\n",
       "      <td>0.993452</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1147934</th>\n",
       "      <td>4484352718794387</td>\n",
       "      <td>2020-03-20 00:47:46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>哩哩哩哩阿</td>\n",
       "      <td>2616064995</td>\n",
       "      <td>男</td>\n",
       "      <td>323</td>\n",
       "      <td>305</td>\n",
       "      <td>正义终于来了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.688599</td>\n",
       "      <td>No</td>\n",
       "      <td>0.962893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1288298</th>\n",
       "      <td>4469171889142576</td>\n",
       "      <td>2020-02-07 03:24:34</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>月下花钱-守望星空</td>\n",
       "      <td>1852459843</td>\n",
       "      <td>男</td>\n",
       "      <td>881</td>\n",
       "      <td>617</td>\n",
       "      <td>起来看庆余年2啊</td>\n",
       "      <td>No</td>\n",
       "      <td>0.951018</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.955208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>832517</th>\n",
       "      <td>4544441920002401</td>\n",
       "      <td>2020-09-01 20:20:48</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>纷纷山雨</td>\n",
       "      <td>1415405300</td>\n",
       "      <td>男</td>\n",
       "      <td>673</td>\n",
       "      <td>98</td>\n",
       "      <td>李医生，开学第一课，想起您来了。。。</td>\n",
       "      <td>No</td>\n",
       "      <td>0.937931</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.986092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1247970</th>\n",
       "      <td>4469329065684315</td>\n",
       "      <td>2020-02-07 13:49:07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>横扫温暖的北风</td>\n",
       "      <td>1260205263</td>\n",
       "      <td>男</td>\n",
       "      <td>40</td>\n",
       "      <td>47</td>\n",
       "      <td>向您致敬！祝您在天堂快快乐乐！</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996990</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360624</th>\n",
       "      <td>4720277370699936</td>\n",
       "      <td>2021-12-31 01:28:05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LN笑忘歌</td>\n",
       "      <td>2810494467</td>\n",
       "      <td>女</td>\n",
       "      <td>382</td>\n",
       "      <td>148</td>\n",
       "      <td>李医生，晚安 好梦💤</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996504</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215142</th>\n",
       "      <td>4796853831073923</td>\n",
       "      <td>2022-07-30 08:55:36</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自山东</td>\n",
       "      <td>lvikAn</td>\n",
       "      <td>7311124411</td>\n",
       "      <td>女</td>\n",
       "      <td>250</td>\n",
       "      <td>8</td>\n",
       "      <td>早</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.896258</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.986544</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1203293</th>\n",
       "      <td>4481723724758073</td>\n",
       "      <td>2020-03-12 18:41:05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>麦克别别</td>\n",
       "      <td>6671506482</td>\n",
       "      <td>女</td>\n",
       "      <td>303</td>\n",
       "      <td>8</td>\n",
       "      <td>来看看您</td>\n",
       "      <td>No</td>\n",
       "      <td>0.988596</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.990134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1004659</th>\n",
       "      <td>4495878695579068</td>\n",
       "      <td>2020-04-20 20:07:53</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bin斌YU</td>\n",
       "      <td>5164151061</td>\n",
       "      <td>男</td>\n",
       "      <td>502</td>\n",
       "      <td>368</td>\n",
       "      <td>李文亮烈士永垂不朽！！！ 光芒照耀千古</td>\n",
       "      <td>No</td>\n",
       "      <td>0.992063</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600184</th>\n",
       "      <td>4587869237414590</td>\n",
       "      <td>2020-12-30 16:25:26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>grape星野陈</td>\n",
       "      <td>6470691169</td>\n",
       "      <td>男</td>\n",
       "      <td>476</td>\n",
       "      <td>71</td>\n",
       "      <td>元旦快乐</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.678972</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.990497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367078</th>\n",
       "      <td>4718821225793364</td>\n",
       "      <td>2021-12-27 01:01:54</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>爱喝水的养生少女</td>\n",
       "      <td>2242769047</td>\n",
       "      <td>女</td>\n",
       "      <td>119</td>\n",
       "      <td>59</td>\n",
       "      <td>想和真诚的人共处</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.989356</td>\n",
       "      <td>No</td>\n",
       "      <td>0.995197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1127974</th>\n",
       "      <td>4486048681772707</td>\n",
       "      <td>2020-03-24 17:06:55</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>闲来无事_987</td>\n",
       "      <td>6725725505</td>\n",
       "      <td>女</td>\n",
       "      <td>141</td>\n",
       "      <td>2</td>\n",
       "      <td>今天看见张定宇医生拖着渐冻的身体送别援鄂医疗队，内心人的是感慨，庆幸自己生于华夏大地，能遇见...</td>\n",
       "      <td>No</td>\n",
       "      <td>0.888454</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.578406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>628569</th>\n",
       "      <td>4580144548682507</td>\n",
       "      <td>2020-12-09 08:50:18</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>孙香香呀</td>\n",
       "      <td>5268110489</td>\n",
       "      <td>女</td>\n",
       "      <td>207</td>\n",
       "      <td>59</td>\n",
       "      <td>文亮哥，我怀孕啦，孕反真的是好不舒服啊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.991717</td>\n",
       "      <td>No</td>\n",
       "      <td>0.530786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>780636</th>\n",
       "      <td>4546992317141797</td>\n",
       "      <td>2020-09-08 21:15:10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>何为皌_</td>\n",
       "      <td>2449182254</td>\n",
       "      <td>女</td>\n",
       "      <td>305</td>\n",
       "      <td>2219</td>\n",
       "      <td>致敬</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996866</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105379</th>\n",
       "      <td>4844514894945444</td>\n",
       "      <td>2022-12-08 21:23:40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自天津</td>\n",
       "      <td>卡卡旅行日记</td>\n",
       "      <td>3731156753</td>\n",
       "      <td>男</td>\n",
       "      <td>414</td>\n",
       "      <td>215</td>\n",
       "      <td>愿安好</td>\n",
       "      <td>No</td>\n",
       "      <td>0.952914</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.990763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1169401</th>\n",
       "      <td>4483613498136748</td>\n",
       "      <td>2020-03-17 23:50:22</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>善则归人</td>\n",
       "      <td>2007812483</td>\n",
       "      <td>男</td>\n",
       "      <td>19</td>\n",
       "      <td>52</td>\n",
       "      <td>李大夫，晚安</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994502</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996335</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1066480</th>\n",
       "      <td>4489929541394612</td>\n",
       "      <td>2020-04-04 10:08:04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>至暗时刻_hz</td>\n",
       "      <td>2190673283</td>\n",
       "      <td>男</td>\n",
       "      <td>570</td>\n",
       "      <td>254</td>\n",
       "      <td>谢谢，李医生👨⚕️</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996904</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996365</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102889</th>\n",
       "      <td>4844523697473779</td>\n",
       "      <td>2022-12-08 21:58:39</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自陕西</td>\n",
       "      <td>菩提果king</td>\n",
       "      <td>2832557877</td>\n",
       "      <td>女</td>\n",
       "      <td>529</td>\n",
       "      <td>91</td>\n",
       "      <td>怀念您，李医生。三年了，每当这个时候还是会想起您</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994267</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.997384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>878023</th>\n",
       "      <td>4532949205386079</td>\n",
       "      <td>2020-08-01 03:12:51</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>菜鸟小曲</td>\n",
       "      <td>5652751205</td>\n",
       "      <td>男</td>\n",
       "      <td>172</td>\n",
       "      <td>1560</td>\n",
       "      <td>我好累啊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992688</td>\n",
       "      <td>No</td>\n",
       "      <td>0.982007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649561</th>\n",
       "      <td>4570234172473980</td>\n",
       "      <td>2020-11-12 00:29:59</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>hey小高同学__</td>\n",
       "      <td>7386802378</td>\n",
       "      <td>女</td>\n",
       "      <td>178</td>\n",
       "      <td>27</td>\n",
       "      <td>晚安</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.675239</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>873474</th>\n",
       "      <td>4535398838044311</td>\n",
       "      <td>2020-08-07 21:26:48</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>·Nikone·</td>\n",
       "      <td>6343356154</td>\n",
       "      <td>男</td>\n",
       "      <td>178</td>\n",
       "      <td>28</td>\n",
       "      <td>李医生晚上好啊 学不下去看会手机就像来看看您 立秋了 还是很热 谢谢您</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.547987</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266624</th>\n",
       "      <td>4757626204717457</td>\n",
       "      <td>2022-04-13 02:59:02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bafoy</td>\n",
       "      <td>7486864686</td>\n",
       "      <td>男</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>我不喜欢这个世界。。。。李医生晚安！</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.977251</td>\n",
       "      <td>No</td>\n",
       "      <td>0.578606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>734645</th>\n",
       "      <td>4547042540522580</td>\n",
       "      <td>2020-09-09 00:34:44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>寻寻觅觅冷冷清</td>\n",
       "      <td>6166650657</td>\n",
       "      <td>男</td>\n",
       "      <td>802</td>\n",
       "      <td>111</td>\n",
       "      <td>英雄晚安……</td>\n",
       "      <td>No</td>\n",
       "      <td>0.990963</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996269</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1094384</th>\n",
       "      <td>4489410567837437</td>\n",
       "      <td>2020-04-02 23:45:51</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>陈辰Jessica</td>\n",
       "      <td>2912874013</td>\n",
       "      <td>女</td>\n",
       "      <td>774</td>\n",
       "      <td>265</td>\n",
       "      <td>李医生安息吧❤️</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996698</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.987369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272165</th>\n",
       "      <td>4754910338354773</td>\n",
       "      <td>2022-04-05 15:07:09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>冲浪靓妞</td>\n",
       "      <td>6437815207</td>\n",
       "      <td>女</td>\n",
       "      <td>391</td>\n",
       "      <td>432</td>\n",
       "      <td>[小白菊][小白菊][小白菊]</td>\n",
       "      <td>No</td>\n",
       "      <td>0.988673</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995978</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Comment_id         Comment_Time  Comment_Like Commnet_IP  \\\n",
       "1207577  4480963319170414  2020-03-10 16:19:30           1.0        NaN   \n",
       "1326164  4469134039138884  2020-02-07 00:54:10           0.0        NaN   \n",
       "659830   4564409869402727  2020-10-26 22:46:17           1.0        NaN   \n",
       "766399   4547005114487914  2020-09-08 22:06:01           0.0        NaN   \n",
       "322478   4731808736355065  2022-01-31 21:09:38           0.0        NaN   \n",
       "39973    4853961196046383  2023-01-03 22:59:53           0.0       来自河北   \n",
       "912636   4517716105716040  2020-06-20 02:21:57           0.0        NaN   \n",
       "993233   4498439088261283  2020-04-27 21:41:58           1.0        NaN   \n",
       "1179554  4482862743476709  2020-03-15 22:07:07           0.0        NaN   \n",
       "192456   4810980993012028  2022-09-07 08:31:55           4.0       来自重庆   \n",
       "1047246  4490055953170564  2020-04-04 18:30:23           3.0        NaN   \n",
       "970594   4503932422121161  2020-05-13 01:30:30           0.0        NaN   \n",
       "154954   4840106252567609  2022-11-26 17:25:17           3.0       来自重庆   \n",
       "766908   4547004773964555  2020-09-08 22:04:40           0.0        NaN   \n",
       "466648   4657183322800308  2021-07-09 22:54:52           0.0        NaN   \n",
       "447186   4673842062827314  2021-08-24 22:10:46           0.0        NaN   \n",
       "1295866  4469155987910964  2020-02-07 02:21:23           0.0        NaN   \n",
       "526905   4607453717332891  2021-02-22 17:27:11           0.0        NaN   \n",
       "160126   4836343412165974  2022-11-16 08:13:07           0.0       来自四川   \n",
       "599341   4587879604684008  2020-12-30 17:06:38           2.0        NaN   \n",
       "604646   4587847183766316  2020-12-30 14:57:49           0.0        NaN   \n",
       "369481   4718035107058115  2021-12-24 20:58:09           1.0        NaN   \n",
       "198081   4809182295363451  2022-09-02 09:24:32           0.0       来自江苏   \n",
       "798533   4546949439554495  2020-09-08 18:24:46           1.0        NaN   \n",
       "474055   4650097063495992  2021-06-20 09:36:37           0.0        NaN   \n",
       "929922   4514958379096106  2020-06-12 11:43:44           1.0        NaN   \n",
       "1147934  4484352718794387  2020-03-20 00:47:46           0.0        NaN   \n",
       "1288298  4469171889142576  2020-02-07 03:24:34           0.0        NaN   \n",
       "832517   4544441920002401  2020-09-01 20:20:48           0.0        NaN   \n",
       "1247970  4469329065684315  2020-02-07 13:49:07           0.0        NaN   \n",
       "360624   4720277370699936  2021-12-31 01:28:05           0.0        NaN   \n",
       "215142   4796853831073923  2022-07-30 08:55:36           0.0       来自山东   \n",
       "1203293  4481723724758073  2020-03-12 18:41:05           0.0        NaN   \n",
       "1004659  4495878695579068  2020-04-20 20:07:53           1.0        NaN   \n",
       "600184   4587869237414590  2020-12-30 16:25:26           0.0        NaN   \n",
       "367078   4718821225793364  2021-12-27 01:01:54           2.0        NaN   \n",
       "1127974  4486048681772707  2020-03-24 17:06:55           3.0        NaN   \n",
       "628569   4580144548682507  2020-12-09 08:50:18           9.0        NaN   \n",
       "780636   4546992317141797  2020-09-08 21:15:10           0.0        NaN   \n",
       "105379   4844514894945444  2022-12-08 21:23:40           0.0       来自天津   \n",
       "1169401  4483613498136748  2020-03-17 23:50:22           1.0        NaN   \n",
       "1066480  4489929541394612  2020-04-04 10:08:04           0.0        NaN   \n",
       "102889   4844523697473779  2022-12-08 21:58:39           0.0       来自陕西   \n",
       "878023   4532949205386079  2020-08-01 03:12:51           0.0        NaN   \n",
       "649561   4570234172473980  2020-11-12 00:29:59           0.0        NaN   \n",
       "873474   4535398838044311  2020-08-07 21:26:48           1.0        NaN   \n",
       "266624   4757626204717457  2022-04-13 02:59:02           0.0        NaN   \n",
       "734645   4547042540522580  2020-09-09 00:34:44           0.0        NaN   \n",
       "1094384  4489410567837437  2020-04-02 23:45:51           0.0        NaN   \n",
       "272165   4754910338354773  2022-04-05 15:07:09           0.0        NaN   \n",
       "\n",
       "          Commenter_Name  Commenter_id Commenter_gender  Commenter_Following  \\\n",
       "1207577       小烦同学要_不忘初心    2823627851                女                  315   \n",
       "1326164          已移交警方监管    3973405510                男                   13   \n",
       "659830            江南西蒙HK    2280627914                男                   29   \n",
       "766399              初夏深湫    6174105725                男                   79   \n",
       "322478           翘起嘴角偷笑6    2533940091                女                   59   \n",
       "39973             筱的成长日记    7720840474                男                  275   \n",
       "912636              娱乐精神    5844743821                女                   67   \n",
       "993233             x谢晓晓x    6477838338                女                   29   \n",
       "1179554          努力赚钱的橘子    3511087100                女                   40   \n",
       "192456            木兰花蝴蝶兰    2504852741                女                 1364   \n",
       "1047246            大力美女u    5266471379                女                   70   \n",
       "970594              夜奔李靖    6114695091                男                  237   \n",
       "154954               之寒-    6939339666                女                  139   \n",
       "766908           追风lccwd    3160813267                男                  255   \n",
       "466648           刘不弃要吃火锅    6854889855                女                   97   \n",
       "447186      棉花糖的天空_lucky    5049265655                女                 1929   \n",
       "1295866    ChristianDi0r    2711633991                男                  206   \n",
       "526905     是吃吃吃吃郴啊chenau    6399273355                女                   53   \n",
       "160126            来一块德芙吧    7719984602                男                    8   \n",
       "599341         哇塞我是多么的哇塞    5178920866                女                  524   \n",
       "604646             木可乐罐子    5546898399                男                  184   \n",
       "369481   KAGEROU今天吃辣咖喱了吗    5696825999                女                 3189   \n",
       "198081    宇宙超级无敌终极进化暴龙战士    5883913115                男                  110   \n",
       "798533             天天天亮酱    1141927633                女                  192   \n",
       "474055           恶魔大小姐zz    5150830895                女                  227   \n",
       "929922        要好好学习数学的土豆    5772075910                男                   52   \n",
       "1147934            哩哩哩哩阿    2616064995                男                  323   \n",
       "1288298        月下花钱-守望星空    1852459843                男                  881   \n",
       "832517              纷纷山雨    1415405300                男                  673   \n",
       "1247970          横扫温暖的北风    1260205263                男                   40   \n",
       "360624             LN笑忘歌    2810494467                女                  382   \n",
       "215142            lvikAn    7311124411                女                  250   \n",
       "1203293             麦克别别    6671506482                女                  303   \n",
       "1004659           Bin斌YU    5164151061                男                  502   \n",
       "600184          grape星野陈    6470691169                男                  476   \n",
       "367078          爱喝水的养生少女    2242769047                女                  119   \n",
       "1127974         闲来无事_987    6725725505                女                  141   \n",
       "628569              孙香香呀    5268110489                女                  207   \n",
       "780636              何为皌_    2449182254                女                  305   \n",
       "105379            卡卡旅行日记    3731156753                男                  414   \n",
       "1169401             善则归人    2007812483                男                   19   \n",
       "1066480          至暗时刻_hz    2190673283                男                  570   \n",
       "102889           菩提果king    2832557877                女                  529   \n",
       "878023              菜鸟小曲    5652751205                男                  172   \n",
       "649561         hey小高同学__    7386802378                女                  178   \n",
       "873474          ·Nikone·    6343356154                男                  178   \n",
       "266624             Bafoy    7486864686                男                    6   \n",
       "734645           寻寻觅觅冷冷清    6166650657                男                  802   \n",
       "1094384        陈辰Jessica    2912874013                女                  774   \n",
       "272165              冲浪靓妞    6437815207                女                  391   \n",
       "\n",
       "        Commenter_Follower                                           Comments  \\\n",
       "1207577                171  嗨，李医生，我还没吃过德克士的手枪腿呢，想着您的品味应该不错，跟朋友约了疫情一结束就去尝尝，...   \n",
       "1326164                177                                               要加油！   \n",
       "659830                 578                                           晚安💤⭐️🌙，李   \n",
       "766399                  40                                    英雄永远留在人民心中，名留青史   \n",
       "322478                  54                                         老李 新年快乐🎆🍾️   \n",
       "39973                    0                                               我想活着   \n",
       "912636                 777                                                李医生   \n",
       "993233                   4                                               奋起直追   \n",
       "1179554                 22                   李医生来看看你，四川绵阳确诊清零了，但大家仍天天戴口罩，不聚会。   \n",
       "192456                 166                                这面墙会一直在吗，大家还有个哭诉的地方   \n",
       "1047246                 24  李医生 今天我又来了 今天是清明节 全国人民都为了您们这种英雄鸣笛降旗默哀 您在那边要好好的...   \n",
       "970594                  72                                        放心吧，我们记着你呢。   \n",
       "154954                2302                                     三年了李医生 也是这样的冬天   \n",
       "766908                  32                                                致敬！   \n",
       "466648                   4                                       爱情也许是最没意义的东西   \n",
       "447186                 104  他洗完澡从来不拖地，让人很讨厌！我跟他关系不好，没啥交流，最多就是他问我答，要么几十说不到一...   \n",
       "1295866                 87                                         等你回来！🙏🙏🙏🙏🙏   \n",
       "526905                  23                                      来看看你…真是 好久没见哇   \n",
       "160126                   1                                            疫情赶快过去吧   \n",
       "599341                 174                                            今天又掉眼泪了   \n",
       "604646                  54                                         2020年就要过去了   \n",
       "369481                 478                                              平安夜快乐   \n",
       "198081                  39                                            他们依旧很固执   \n",
       "798533                  17                                 谢谢您，愿您家人身体健康，平平安安。   \n",
       "474055                  47                                            早，父亲节快乐   \n",
       "929922                  47                                                 恭喜   \n",
       "1147934                305                                             正义终于来了   \n",
       "1288298                617                                           起来看庆余年2啊   \n",
       "832517                  98                                 李医生，开学第一课，想起您来了。。。   \n",
       "1247970                 47                                    向您致敬！祝您在天堂快快乐乐！   \n",
       "360624                 148                                         李医生，晚安 好梦💤   \n",
       "215142                   8                                                  早   \n",
       "1203293                  8                                               来看看您   \n",
       "1004659                368                                李文亮烈士永垂不朽！！！ 光芒照耀千古   \n",
       "600184                  71                                               元旦快乐   \n",
       "367078                  59                                           想和真诚的人共处   \n",
       "1127974                  2  今天看见张定宇医生拖着渐冻的身体送别援鄂医疗队，内心人的是感慨，庆幸自己生于华夏大地，能遇见...   \n",
       "628569                  59                                文亮哥，我怀孕啦，孕反真的是好不舒服啊   \n",
       "780636                2219                                                 致敬   \n",
       "105379                 215                                                愿安好   \n",
       "1169401                 52                                             李大夫，晚安   \n",
       "1066480                254                                          谢谢，李医生👨⚕️   \n",
       "102889                  91                           怀念您，李医生。三年了，每当这个时候还是会想起您   \n",
       "878023                1560                                               我好累啊   \n",
       "649561                  27                                                 晚安   \n",
       "873474                  28                李医生晚上好啊 学不下去看会手机就像来看看您 立秋了 还是很热 谢谢您   \n",
       "266624                   0                                 我不喜欢这个世界。。。。李医生晚安！   \n",
       "734645                 111                                             英雄晚安……   \n",
       "1094384                265                                           李医生安息吧❤️   \n",
       "272165                 432                                    [小白菊][小白菊][小白菊]   \n",
       "\n",
       "        Tree Hole  Tree Hole Probability Whaling Wall  \\\n",
       "1207577       Yes               0.588446          Yes   \n",
       "1326164       Yes               0.654734          Yes   \n",
       "659830         No               0.989073          Yes   \n",
       "766399         No               0.985009          Yes   \n",
       "322478         No               0.990959          Yes   \n",
       "39973         Yes               0.985827           No   \n",
       "912636         No               0.996420          Yes   \n",
       "993233        Yes               0.848781           No   \n",
       "1179554       Yes               0.587357           No   \n",
       "192456        Yes               0.965546           No   \n",
       "1047246        No               0.982111          Yes   \n",
       "970594         No               0.996341          Yes   \n",
       "154954         No               0.728743          Yes   \n",
       "766908         No               0.997094          Yes   \n",
       "466648        Yes               0.982779           No   \n",
       "447186        Yes               0.995406           No   \n",
       "1295866        No               0.995606          Yes   \n",
       "526905         No               0.985021          Yes   \n",
       "160126        Yes               0.836914           No   \n",
       "599341        Yes               0.995776           No   \n",
       "604646        Yes               0.852593           No   \n",
       "369481        Yes               0.701918          Yes   \n",
       "198081        Yes               0.988661           No   \n",
       "798533         No               0.994380          Yes   \n",
       "474055         No               0.966439          Yes   \n",
       "929922         No               0.993452          Yes   \n",
       "1147934       Yes               0.688599           No   \n",
       "1288298        No               0.951018          Yes   \n",
       "832517         No               0.937931          Yes   \n",
       "1247970        No               0.996990          Yes   \n",
       "360624         No               0.996504          Yes   \n",
       "215142        Yes               0.896258          Yes   \n",
       "1203293        No               0.988596          Yes   \n",
       "1004659        No               0.992063          Yes   \n",
       "600184        Yes               0.678972          Yes   \n",
       "367078        Yes               0.989356           No   \n",
       "1127974        No               0.888454          Yes   \n",
       "628569        Yes               0.991717           No   \n",
       "780636         No               0.996866          Yes   \n",
       "105379         No               0.952914          Yes   \n",
       "1169401        No               0.994502          Yes   \n",
       "1066480        No               0.996904          Yes   \n",
       "102889         No               0.994267          Yes   \n",
       "878023        Yes               0.992688           No   \n",
       "649561        Yes               0.675239          Yes   \n",
       "873474        Yes               0.547987          Yes   \n",
       "266624        Yes               0.977251           No   \n",
       "734645         No               0.990963          Yes   \n",
       "1094384        No               0.996698          Yes   \n",
       "272165         No               0.988673          Yes   \n",
       "\n",
       "         Whaling Wall Probability  \n",
       "1207577                  0.970145  \n",
       "1326164                  0.985438  \n",
       "659830                   0.995708  \n",
       "766399                   0.937565  \n",
       "322478                   0.994830  \n",
       "39973                    0.994090  \n",
       "912636                   0.995421  \n",
       "993233                   0.991822  \n",
       "1179554                  0.526277  \n",
       "192456                   0.992332  \n",
       "1047246                  0.996137  \n",
       "970594                   0.995779  \n",
       "154954                   0.950605  \n",
       "766908                   0.997082  \n",
       "466648                   0.994671  \n",
       "447186                   0.995017  \n",
       "1295866                  0.995180  \n",
       "526905                   0.992671  \n",
       "160126                   0.952313  \n",
       "599341                   0.996045  \n",
       "604646                   0.970621  \n",
       "369481                   0.988492  \n",
       "198081                   0.992304  \n",
       "798533                   0.993948  \n",
       "474055                   0.993357  \n",
       "929922                   0.992249  \n",
       "1147934                  0.962893  \n",
       "1288298                  0.955208  \n",
       "832517                   0.986092  \n",
       "1247970                  0.996856  \n",
       "360624                   0.996648  \n",
       "215142                   0.986544  \n",
       "1203293                  0.990134  \n",
       "1004659                  0.996675  \n",
       "600184                   0.990497  \n",
       "367078                   0.995197  \n",
       "1127974                  0.578406  \n",
       "628569                   0.530786  \n",
       "780636                   0.996564  \n",
       "105379                   0.990763  \n",
       "1169401                  0.996335  \n",
       "1066480                  0.996365  \n",
       "102889                   0.997384  \n",
       "878023                   0.982007  \n",
       "649561                   0.994322  \n",
       "873474                   0.992458  \n",
       "266624                   0.578606  \n",
       "734645                   0.996269  \n",
       "1094384                  0.987369  \n",
       "272165                   0.995978  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sample(n=50)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## **Import codebook**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Whaling Wall</th>\n",
       "      <th>Tree Hole</th>\n",
       "      <th>Not Related</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>天堂</td>\n",
       "      <td>烦</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>李医生</td>\n",
       "      <td>今天</td>\n",
       "      <td>图片评论</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>你</td>\n",
       "      <td>自己</td>\n",
       "      <td>图片评论  网页链接</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>您</td>\n",
       "      <td>天气</td>\n",
       "      <td>。</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>英雄</td>\n",
       "      <td>明天</td>\n",
       "      <td>看看</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>NaN</td>\n",
       "      <td>论文</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>NaN</td>\n",
       "      <td>保佑</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>NaN</td>\n",
       "      <td>备考</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>NaN</td>\n",
       "      <td>作业</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>NaN</td>\n",
       "      <td>崩溃</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>124 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Whaling Wall Tree Hole Not Related\n",
       "0             天堂         烦         NaN\n",
       "1            李医生        今天        图片评论\n",
       "2              你        自己  图片评论  网页链接\n",
       "3              您        天气           。\n",
       "4             英雄        明天          看看\n",
       "..           ...       ...         ...\n",
       "119          NaN        论文         NaN\n",
       "120          NaN        保佑         NaN\n",
       "121          NaN        备考         NaN\n",
       "122          NaN        作业         NaN\n",
       "123          NaN        崩溃         NaN\n",
       "\n",
       "[124 rows x 3 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "codebook = pd.read_csv('dataset/Codebook.csv')\n",
    "codebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "codebook_list = list(codebook.values.ravel())\n",
    "codebook_list = list(filter(lambda x: x is not None and x != '' and x != [] and x != {}  and x != \"，\" and x != \"。\" and str(x) != 'nan' ,codebook_list))\n",
    "with open('dataset/codebook.txt', 'w', encoding='utf-8') as f:\n",
    "    for item in codebook_list:\n",
    "        f.write(\"%s\\n\" % item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\ProgramData\\Anaconda3\\envs\\kidul\\lib\\site-packages\\_distutils_hack\\__init__.py:33: UserWarning: Setuptools is replacing distutils.\n",
      "  warnings.warn(\"Setuptools is replacing distutils.\")\n",
      "\u001b[32m[2023-05-14 01:15:41,435] [    INFO]\u001b[0m - Already cached C:\\Users\\kidul\\.paddlenlp\\models\\wordtag\\vocab.txt\u001b[0m\n",
      "\u001b[32m[2023-05-14 01:15:41,454] [    INFO]\u001b[0m - tokenizer config file saved in C:\\Users\\kidul\\.paddlenlp\\models\\wordtag\\tokenizer_config.json\u001b[0m\n",
      "\u001b[32m[2023-05-14 01:15:41,456] [    INFO]\u001b[0m - Special tokens file saved in C:\\Users\\kidul\\.paddlenlp\\models\\wordtag\\special_tokens_map.json\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "from collections import defaultdict\n",
    "\n",
    "from paddlenlp.datasets import load_dataset\n",
    "from paddlenlp import Taskflow\n",
    "\n",
    "seg_fast = Taskflow(\"word_segmentation\", model =\"ernie-3.0-base-zh\" ,batch_size=32,mode='accurate',use_gpu=True,user_dict=\"dataset/codebook.txt\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "Comments_split = []\n",
    "for i in range(0,len(df)):\n",
    "    result = seg_fast(str(df['Comments'][i]))\n",
    "    Comments_split.append(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
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       "      <td>中午</td>\n",
       "      <td>好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>今天</td>\n",
       "      <td>抗疫</td>\n",
       "      <td>表彰</td>\n",
       "      <td>大会</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346700</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>不想</td>\n",
       "      <td>穿</td>\n",
       "      <td>防护</td>\n",
       "      <td>上班</td>\n",
       "      <td>了</td>\n",
       "      <td>大家</td>\n",
       "      <td>真的好</td>\n",
       "      <td>难</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>501184</th>\n",
       "      <td>晚安</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1313783</th>\n",
       "      <td>一定要</td>\n",
       "      <td>…</td>\n",
       "      <td>平安</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>744857</th>\n",
       "      <td>感谢</td>\n",
       "      <td>你</td>\n",
       "      <td></td>\n",
       "      <td>李文亮</td>\n",
       "      <td>医生</td>\n",
       "      <td></td>\n",
       "      <td>感谢</td>\n",
       "      <td>你</td>\n",
       "      <td></td>\n",
       "      <td>吹哨人</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5567</th>\n",
       "      <td>🙏🙏🙏</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1279530</th>\n",
       "      <td>李医生</td>\n",
       "      <td>您</td>\n",
       "      <td>自由</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226888</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>晚安</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1113606</th>\n",
       "      <td>晚安</td>\n",
       "      <td></td>\n",
       "      <td>明天</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>新</td>\n",
       "      <td></td>\n",
       "      <td>一周</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519924</th>\n",
       "      <td>亮哥</td>\n",
       "      <td></td>\n",
       "      <td>希望</td>\n",
       "      <td>我妈</td>\n",
       "      <td></td>\n",
       "      <td>健健康康</td>\n",
       "      <td>平平安安</td>\n",
       "      <td></td>\n",
       "      <td>虽然</td>\n",
       "      <td>有时候</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480109</th>\n",
       "      <td>我</td>\n",
       "      <td>不快乐</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>801120</th>\n",
       "      <td>谢谢</td>\n",
       "      <td>你</td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698048</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>好累</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1295303</th>\n",
       "      <td>学长</td>\n",
       "      <td></td>\n",
       "      <td>一路走好</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>775176</th>\n",
       "      <td>致敬</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307824</th>\n",
       "      <td>您好</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>884739</th>\n",
       "      <td>晚安</td>\n",
       "      <td>前辈</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>965935</th>\n",
       "      <td>周二</td>\n",
       "      <td>回</td>\n",
       "      <td>北京</td>\n",
       "      <td></td>\n",
       "      <td>处理</td>\n",
       "      <td>完</td>\n",
       "      <td>事情</td>\n",
       "      <td></td>\n",
       "      <td>踏实</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845726</th>\n",
       "      <td>李医生</td>\n",
       "      <td>新疆</td>\n",
       "      <td>今天</td>\n",
       "      <td>还是</td>\n",
       "      <td>零增长</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>595661</th>\n",
       "      <td>新年快乐</td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534871</th>\n",
       "      <td>新年快乐</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>712049</th>\n",
       "      <td>昨天</td>\n",
       "      <td>晚上</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>视频</td>\n",
       "      <td></td>\n",
       "      <td>如果</td>\n",
       "      <td>你</td>\n",
       "      <td>可以</td>\n",
       "      <td>打</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1322934</th>\n",
       "      <td>活过来</td>\n",
       "      <td></td>\n",
       "      <td>我</td>\n",
       "      <td>求求</td>\n",
       "      <td>你</td>\n",
       "      <td></td>\n",
       "      <td>挺过来</td>\n",
       "      <td></td>\n",
       "      <td>还有</td>\n",
       "      <td>那么多</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1163687</th>\n",
       "      <td>心情</td>\n",
       "      <td>平静不了</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>看看</td>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1081704</th>\n",
       "      <td>晚安</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>632921</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>你</td>\n",
       "      <td></td>\n",
       "      <td>留言</td>\n",
       "      <td>显示</td>\n",
       "      <td></td>\n",
       "      <td>100m</td>\n",
       "      <td></td>\n",
       "      <td>不知道</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434433</th>\n",
       "      <td>孟晚舟</td>\n",
       "      <td>终于</td>\n",
       "      <td>回来</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>预计</td>\n",
       "      <td>17.02分</td>\n",
       "      <td>落</td>\n",
       "      <td>深圳机场</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>898696</th>\n",
       "      <td>忽然</td>\n",
       "      <td>置身</td>\n",
       "      <td>于</td>\n",
       "      <td>一场</td>\n",
       "      <td>宫斗</td>\n",
       "      <td>大戏</td>\n",
       "      <td>中</td>\n",
       "      <td></td>\n",
       "      <td>静观</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>829358</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>我</td>\n",
       "      <td>决定</td>\n",
       "      <td>今天</td>\n",
       "      <td>晚上</td>\n",
       "      <td>就要</td>\n",
       "      <td>查</td>\n",
       "      <td>成绩</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 180 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          0     1     2     3     4     5       6     7     8     9    ...  \\\n",
       "742390     晚安  None  None  None  None  None    None  None  None  None  ...   \n",
       "1270197    今天    早上    看到     您    逝世            消息         吹哨人   李医生  ...   \n",
       "719722     今天    一早    奶奶                 我       说     她    梦见    爷爷  ...   \n",
       "1055612   李医生          我们    想念     您                  希望     您        ...   \n",
       "222583    李医生          工作    没人                  每天     混    日子        ...   \n",
       "552869     真快                一年                 李医生     你   在那边    一定  ...   \n",
       "604510    李文亮    先生          现在    疫情    已经      得到    控制              ...   \n",
       "174967      我     想    上学           新     研       一     啥          没有  ...   \n",
       "1297406   对不起        None  None  None  None    None  None  None  None  ...   \n",
       "1222495   李医生          希望     您    不会     被      世人    遗忘           您  ...   \n",
       "802455     我们    都会     念           你             好  None  None  None  ...   \n",
       "385489    哈尔滨    疫情          开始        None    None  None  None  None  ...   \n",
       "1237945  一路走好        None  None  None  None    None  None  None  None  ...   \n",
       "216942     晚安         李医生  None  None  None    None  None  None  None  ...   \n",
       "523341    李医生    你好           我          看看       您          希望     我  ...   \n",
       "805874     致敬    英雄          今天          授奖             你   应该是   最应该  ...   \n",
       "527827    李医生   晚上好        None  None  None    None  None  None  None  ...   \n",
       "621403     今天   倒大霉          碰上                  司马    民警          全程  ...   \n",
       "179279           荒诞                感觉  活不下去           李医生  None  None  ...   \n",
       "948801    晚上好        2020    马上          过去      一半                 我  ...   \n",
       "1255191    英雄        一路走好  None  None  None    None  None  None  None  ...   \n",
       "823462    李医生    中午     好                今天      抗疫    表彰    大会        ...   \n",
       "346700    李医生          不想     穿    防护    上班     了      大家   真的好     难  ...   \n",
       "501184     晚安  None  None  None  None  None    None  None  None  None  ...   \n",
       "1313783   一定要     …    平安  None  None  None    None  None  None  None  ...   \n",
       "744857     感谢     你         李文亮    医生            感谢     你         吹哨人  ...   \n",
       "5567      🙏🙏🙏  None  None  None  None  None    None  None  None  None  ...   \n",
       "1279530   李医生     您    自由        None  None    None  None  None  None  ...   \n",
       "226888    李医生          晚安  None  None  None    None  None  None  None  ...   \n",
       "1113606    晚安          明天                 新            一周  None  None  ...   \n",
       "519924     亮哥          希望    我妈        健健康康    平平安安          虽然   有时候  ...   \n",
       "480109      我   不快乐        None  None  None    None  None  None  None  ...   \n",
       "801120     谢谢     你   李医生        None  None    None  None  None  None  ...   \n",
       "698048    李医生          好累              None    None  None  None  None  ...   \n",
       "1295303    学长        一路走好  None  None  None    None  None  None  None  ...   \n",
       "775176     致敬  None  None  None  None  None    None  None  None  None  ...   \n",
       "307824     您好  None  None  None  None  None    None  None  None  None  ...   \n",
       "884739     晚安    前辈        None  None  None    None  None  None  None  ...   \n",
       "965935     周二     回    北京          处理     完      事情          踏实        ...   \n",
       "845726    李医生    新疆    今天    还是   零增长          None  None  None  None  ...   \n",
       "595661   新年快乐   李医生        None  None  None    None  None  None  None  ...   \n",
       "534871   新年快乐        None  None  None  None    None  None  None  None  ...   \n",
       "712049     昨天    晚上                视频            如果     你    可以     打  ...   \n",
       "1322934   活过来           我    求求     你           挺过来          还有   那么多  ...   \n",
       "1163687    心情  平静不了                看看          None  None  None  None  ...   \n",
       "1081704    晚安  None  None  None  None  None    None  None  None  None  ...   \n",
       "632921    李医生           你          留言    显示          100m         不知道  ...   \n",
       "434433    孟晚舟    终于    回来                预计  17.02分     落  深圳机场  None  ...   \n",
       "898696     忽然    置身     于    一场    宫斗    大戏       中          静观        ...   \n",
       "829358    李医生           我    决定    今天    晚上      就要     查    成绩        ...   \n",
       "\n",
       "          170   171   172   173   174   175   176   177   178   179  \n",
       "742390   None  None  None  None  None  None  None  None  None  None  \n",
       "1270197  None  None  None  None  None  None  None  None  None  None  \n",
       "719722   None  None  None  None  None  None  None  None  None  None  \n",
       "1055612  None  None  None  None  None  None  None  None  None  None  \n",
       "222583   None  None  None  None  None  None  None  None  None  None  \n",
       "552869   None  None  None  None  None  None  None  None  None  None  \n",
       "604510   None  None  None  None  None  None  None  None  None  None  \n",
       "174967   None  None  None  None  None  None  None  None  None  None  \n",
       "1297406  None  None  None  None  None  None  None  None  None  None  \n",
       "1222495  None  None  None  None  None  None  None  None  None  None  \n",
       "802455   None  None  None  None  None  None  None  None  None  None  \n",
       "385489   None  None  None  None  None  None  None  None  None  None  \n",
       "1237945  None  None  None  None  None  None  None  None  None  None  \n",
       "216942   None  None  None  None  None  None  None  None  None  None  \n",
       "523341   None  None  None  None  None  None  None  None  None  None  \n",
       "805874   None  None  None  None  None  None  None  None  None  None  \n",
       "527827   None  None  None  None  None  None  None  None  None  None  \n",
       "621403   None  None  None  None  None  None  None  None  None  None  \n",
       "179279   None  None  None  None  None  None  None  None  None  None  \n",
       "948801   None  None  None  None  None  None  None  None  None  None  \n",
       "1255191  None  None  None  None  None  None  None  None  None  None  \n",
       "823462   None  None  None  None  None  None  None  None  None  None  \n",
       "346700   None  None  None  None  None  None  None  None  None  None  \n",
       "501184   None  None  None  None  None  None  None  None  None  None  \n",
       "1313783  None  None  None  None  None  None  None  None  None  None  \n",
       "744857   None  None  None  None  None  None  None  None  None  None  \n",
       "5567     None  None  None  None  None  None  None  None  None  None  \n",
       "1279530  None  None  None  None  None  None  None  None  None  None  \n",
       "226888   None  None  None  None  None  None  None  None  None  None  \n",
       "1113606  None  None  None  None  None  None  None  None  None  None  \n",
       "519924   None  None  None  None  None  None  None  None  None  None  \n",
       "480109   None  None  None  None  None  None  None  None  None  None  \n",
       "801120   None  None  None  None  None  None  None  None  None  None  \n",
       "698048   None  None  None  None  None  None  None  None  None  None  \n",
       "1295303  None  None  None  None  None  None  None  None  None  None  \n",
       "775176   None  None  None  None  None  None  None  None  None  None  \n",
       "307824   None  None  None  None  None  None  None  None  None  None  \n",
       "884739   None  None  None  None  None  None  None  None  None  None  \n",
       "965935   None  None  None  None  None  None  None  None  None  None  \n",
       "845726   None  None  None  None  None  None  None  None  None  None  \n",
       "595661   None  None  None  None  None  None  None  None  None  None  \n",
       "534871   None  None  None  None  None  None  None  None  None  None  \n",
       "712049   None  None  None  None  None  None  None  None  None  None  \n",
       "1322934  None  None  None  None  None  None  None  None  None  None  \n",
       "1163687  None  None  None  None  None  None  None  None  None  None  \n",
       "1081704  None  None  None  None  None  None  None  None  None  None  \n",
       "632921   None  None  None  None  None  None  None  None  None  None  \n",
       "434433   None  None  None  None  None  None  None  None  None  None  \n",
       "898696   None  None  None  None  None  None  None  None  None  None  \n",
       "829358   None  None  None  None  None  None  None  None  None  None  \n",
       "\n",
       "[50 rows x 180 columns]"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Comments_split = pd.DataFrame(Comments_split)\n",
    "df_Comments_split = df_Comments_split.replace('，', '')\n",
    "df_Comments_split = df_Comments_split.replace('。', '')\n",
    "df_Comments_split = df_Comments_split.replace('、', '')\n",
    "df_Comments_split = df_Comments_split.replace('！', '')\n",
    "df_Comments_split = df_Comments_split.replace('？', '')\n",
    "df_Comments_split = df_Comments_split.replace('；', '')\n",
    "df_Comments_split = df_Comments_split.replace('了', '')\n",
    "df_Comments_split = df_Comments_split.replace('的', '')\n",
    "df_Comments_split = df_Comments_split.replace('[', '')\n",
    "df_Comments_split = df_Comments_split.replace(']', '')\n",
    "df_Comments_split = df_Comments_split.replace('（', '')\n",
    "df_Comments_split = df_Comments_split.replace('）', '')\n",
    "df_Comments_split = df_Comments_split.replace('《', '')\n",
    "df_Comments_split = df_Comments_split.replace('》', '')\n",
    "df_Comments_split = df_Comments_split.replace('是', '')\n",
    "df_Comments_split = df_Comments_split.replace('啊', '')\n",
    "df_Comments_split = df_Comments_split.replace('吧', '')\n",
    "df_Comments_split = df_Comments_split.replace('呢', '')\n",
    "df_Comments_split = df_Comments_split.replace('哦', '')\n",
    "df_Comments_split = df_Comments_split.replace('嗯', '')\n",
    "df_Comments_split = df_Comments_split.replace('呀', '')\n",
    "df_Comments_split = df_Comments_split.replace('嘛', '')\n",
    "df_Comments_split = df_Comments_split.replace('噢', '')\n",
    "df_Comments_split = df_Comments_split.replace('哈', '')\n",
    "df_Comments_split = df_Comments_split.replace('咯', '')\n",
    "df_Comments_split = df_Comments_split.replace('吗', '')\n",
    "df_Comments_split = df_Comments_split.replace('嘻', '')\n",
    "df_Comments_split = df_Comments_split.replace('嘿', '')\n",
    "df_Comments_split = df_Comments_split.replace('哇', '')\n",
    "df_Comments_split = df_Comments_split.replace('咦', '')\n",
    "df_Comments_split = df_Comments_split.replace('咚', '')\n",
    "df_Comments_split = df_Comments_split.replace('咔', '')\n",
    "df_Comments_split = df_Comments_split.replace('咕', '')\n",
    "df_Comments_split = df_Comments_split.replace('咔', '')\n",
    "df_Comments_split = df_Comments_split.replace('个', '')\n",
    "df_Comments_split = df_Comments_split.replace('了', '')\n",
    "df_Comments_split = df_Comments_split.replace('这', '')\n",
    "df_Comments_split = df_Comments_split.replace('那', '')\n",
    "df_Comments_split = df_Comments_split.replace('也', '')\n",
    "df_Comments_split = df_Comments_split.replace('就', '')\n",
    "df_Comments_split = df_Comments_split.replace('还', '')\n",
    "df_Comments_split = df_Comments_split.replace('都', '')\n",
    "df_Comments_split = df_Comments_split.replace('和', '')\n",
    "df_Comments_split = df_Comments_split.replace('不', '')\n",
    "df_Comments_split = df_Comments_split.replace('从', '')\n",
    "df_Comments_split = df_Comments_split.replace('到', '')\n",
    "df_Comments_split = df_Comments_split.replace('在', '')\n",
    "df_Comments_split = df_Comments_split.replace('会', '')\n",
    "df_Comments_split = df_Comments_split.replace('要', '')\n",
    "df_Comments_split = df_Comments_split.replace('有', '')\n",
    "df_Comments_split = df_Comments_split.replace('又', '')\n",
    "df_Comments_split = df_Comments_split.replace('但', '')\n",
    "df_Comments_split = df_Comments_split.replace('None', '')\n",
    "df_Comments_split = df_Comments_split.replace('~', '')\n",
    "df_Comments_split = df_Comments_split.replace('～', '')\n",
    "df_Comments_split = df_Comments_split.replace('没', '')\n",
    "df_Comments_split = df_Comments_split.replace('已', '')\n",
    "df_Comments_split = df_Comments_split.replace('来', '')\n",
    "df_Comments_split = df_Comments_split.replace('去', '')\n",
    "df_Comments_split = df_Comments_split.replace('天', '')\n",
    "df_Comments_split = df_Comments_split.replace('却', '')\n",
    "df_Comments_split = df_Comments_split.replace('看', '')\n",
    "df_Comments_split = df_Comments_split.replace('很', '')\n",
    "df_Comments_split = df_Comments_split.replace('啰', '')\n",
    "df_Comments_split = df_Comments_split.replace('嘛', '')\n",
    "df_Comments_split = df_Comments_split.replace('如', '')\n",
    "df_Comments_split = df_Comments_split.replace('：', '')\n",
    "df_Comments_split = df_Comments_split.replace('之', '')\n",
    "df_Comments_split = df_Comments_split.replace('吧', '')\n",
    "df_Comments_split = df_Comments_split.replace('+', '')\n",
    "df_Comments_split = df_Comments_split.replace('太', '')\n",
    "df_Comments_split = df_Comments_split.replace('话', '')\n",
    "df_Comments_split = df_Comments_split.replace('呀', '')\n",
    "df_Comments_split = df_Comments_split.replace('给', '')\n",
    "df_Comments_split = df_Comments_split.replace('让', '')\n",
    "df_Comments_split = df_Comments_split.replace('着', '')\n",
    "df_Comments_split = df_Comments_split.replace('可', '')\n",
    "df_Comments_split = df_Comments_split.replace('已', '')\n",
    "df_Comments_split = df_Comments_split.replace('啦', '')\n",
    "df_Comments_split = df_Comments_split.replace('能', '')\n",
    "df_Comments_split = df_Comments_split.replace('跟', '')\n",
    "df_Comments_split.sample(n=50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "def join_columns(row):\n",
    "    return ','.join(row)\n",
    "df_Comments_split.fillna(value='', inplace=True)\n",
    "df_Comments_split['Comments_Split'] = df_Comments_split.apply(join_columns, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>...</th>\n",
       "      <th>171</th>\n",
       "      <th>172</th>\n",
       "      <th>173</th>\n",
       "      <th>174</th>\n",
       "      <th>175</th>\n",
       "      <th>176</th>\n",
       "      <th>177</th>\n",
       "      <th>178</th>\n",
       "      <th>179</th>\n",
       "      <th>Comments_Split</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1186052</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>黑龙江省</td>\n",
       "      <td>大庆市</td>\n",
       "      <td>已经</td>\n",
       "      <td>恢复</td>\n",
       "      <td></td>\n",
       "      <td>风险等级</td>\n",
       "      <td>低</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,黑龙江省,大庆市,已经,恢复,风险等级,低,我们,送走,这个,你,曾经,给予,光明,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1139190</th>\n",
       "      <td>早上好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>早上好</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1088898</th>\n",
       "      <td>我们</td>\n",
       "      <td>就要</td>\n",
       "      <td>胜利</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>希望</td>\n",
       "      <td>您</td>\n",
       "      <td>在天之灵</td>\n",
       "      <td>能够</td>\n",
       "      <td>得到</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>我们,就要,胜利,希望,您,在天之灵,能够,得到,安息,您,烈士,您,平凡,人,您,也是,平...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>788629</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>不管</td>\n",
       "      <td>生活</td>\n",
       "      <td></td>\n",
       "      <td>工作</td>\n",
       "      <td>中</td>\n",
       "      <td>遇到</td>\n",
       "      <td>什么</td>\n",
       "      <td>困难</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,不管,生活,工作,中,遇到,什么,困难,委屈,想到你,觉得,一切,那么,糟,不管,遇...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>412905</th>\n",
       "      <td>睡</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>晚安</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>睡,晚安</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>570585</th>\n",
       "      <td>今天</td>\n",
       "      <td>天气</td>\n",
       "      <td>挺好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>太阳</td>\n",
       "      <td>暖暖</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>今天,天气,挺好,太阳,暖暖,一个,下午,像,陀螺,一样,忙着,定,展架,定,材料,晚上,休...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>463180</th>\n",
       "      <td>我</td>\n",
       "      <td>不要</td>\n",
       "      <td></td>\n",
       "      <td>他</td>\n",
       "      <td>好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>我,不要,他,好,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655072</th>\n",
       "      <td>我</td>\n",
       "      <td>很好</td>\n",
       "      <td></td>\n",
       "      <td>就是</td>\n",
       "      <td>天儿</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>点</td>\n",
       "      <td>冷</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>我,很好,就是,天儿,点,冷,我,努力,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456133</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>最近</td>\n",
       "      <td>疫情</td>\n",
       "      <td></td>\n",
       "      <td>开始</td>\n",
       "      <td>严重</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>希望</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,最近,疫情,开始,严重,希望,早日,结束,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>468149</th>\n",
       "      <td>好像</td>\n",
       "      <td>人生</td>\n",
       "      <td>在世</td>\n",
       "      <td>什么</td>\n",
       "      <td></td>\n",
       "      <td>好</td>\n",
       "      <td>辛苦</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>好像,人生,在世,什么,好,辛苦,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466281</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>中国医生</td>\n",
       "      <td></td>\n",
       "      <td>一下子</td>\n",
       "      <td></td>\n",
       "      <td>想起</td>\n",
       "      <td>你</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>,中国医生,一下子,想起,你,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297924</th>\n",
       "      <td>早上好</td>\n",
       "      <td></td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>今天</td>\n",
       "      <td>也是</td>\n",
       "      <td>麻烦</td>\n",
       "      <td>您</td>\n",
       "      <td>帮忙</td>\n",
       "      <td>照顾</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>早上好,李医生,今天,也是,麻烦,您,帮忙,照顾,一下,我,小宝贝儿,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1319880</th>\n",
       "      <td>加油</td>\n",
       "      <td></td>\n",
       "      <td>祈祷</td>\n",
       "      <td>平安</td>\n",
       "      <td>健康</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>加油,祈祷,平安,健康,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>497745</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>晚安</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,晚安</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1292972</th>\n",
       "      <td>早日康复</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>早日康复</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420874</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>下午</td>\n",
       "      <td>好</td>\n",
       "      <td></td>\n",
       "      <td>祝</td>\n",
       "      <td>安好</td>\n",
       "      <td>🙏</td>\n",
       "      <td>🙏</td>\n",
       "      <td>🙏</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,下午,好,祝,安好,🙏,🙏,🙏,🙏,🙏,🙏,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246926</th>\n",
       "      <td>明明</td>\n",
       "      <td>已经</td>\n",
       "      <td>决定</td>\n",
       "      <td>走</td>\n",
       "      <td>这条路</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>尽管</td>\n",
       "      <td>觉得</td>\n",
       "      <td>自己</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>明明,已经,决定,走,这条路,尽管,觉得,自己,懦弱,没有,勇气,才,选,这条路,开弓没有回...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>901422</th>\n",
       "      <td>天天</td>\n",
       "      <td>下雨</td>\n",
       "      <td></td>\n",
       "      <td>心情</td>\n",
       "      <td>烦躁</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>天天,下雨,心情,烦躁,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409474</th>\n",
       "      <td>哈喽</td>\n",
       "      <td></td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>最近</td>\n",
       "      <td>真</td>\n",
       "      <td>太难</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>哈喽,李医生,最近,真,太难,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1098509</th>\n",
       "      <td>为什么</td>\n",
       "      <td>美国</td>\n",
       "      <td></td>\n",
       "      <td>吹哨人</td>\n",
       "      <td>保护</td>\n",
       "      <td>制度</td>\n",
       "      <td></td>\n",
       "      <td>为什么</td>\n",
       "      <td>人家</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>为什么,美国,吹哨人,保护,制度,为什么,人家,传染病,防控,宇宙,第一,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540464</th>\n",
       "      <td>新年快乐</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>新年快乐</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>618445</th>\n",
       "      <td>圣诞快乐</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>希望</td>\n",
       "      <td>大家</td>\n",
       "      <td>平平安安</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>圣诞快乐,希望,大家,平平安安,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189549</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>我</td>\n",
       "      <td>还有</td>\n",
       "      <td>八天</td>\n",
       "      <td>就要</td>\n",
       "      <td>法</td>\n",
       "      <td>考</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,我,还有,八天,就要,法,考,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>835398</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>晚安</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,晚安</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>431312</th>\n",
       "      <td>国庆</td>\n",
       "      <td>快乐</td>\n",
       "      <td>🦆</td>\n",
       "      <td>🇨</td>\n",
       "      <td>🇳</td>\n",
       "      <td>🇨</td>\n",
       "      <td>🇳</td>\n",
       "      <td>🇨</td>\n",
       "      <td>🇳</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>国庆,快乐,🦆,🇨,🇳,🇨,🇳,🇨,🇳,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456516</th>\n",
       "      <td>呜呜</td>\n",
       "      <td>最近</td>\n",
       "      <td>牙酸</td>\n",
       "      <td></td>\n",
       "      <td>再也</td>\n",
       "      <td>不敢</td>\n",
       "      <td>戴</td>\n",
       "      <td>牙套</td>\n",
       "      <td>吃东西</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>呜呜,最近,牙酸,再也,不敢,戴,牙套,吃东西,结石,出来,李医生,晚安,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1029441</th>\n",
       "      <td>武汉</td>\n",
       "      <td>重启</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>高兴吗</td>\n",
       "      <td>😊</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>武汉,重启,高兴吗,😊,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25232</th>\n",
       "      <td>晚安</td>\n",
       "      <td></td>\n",
       "      <td>最近</td>\n",
       "      <td>工作</td>\n",
       "      <td></td>\n",
       "      <td>辛苦</td>\n",
       "      <td></td>\n",
       "      <td>计划</td>\n",
       "      <td>半年</td>\n",
       "      <td>内</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>晚安,最近,工作,辛苦,计划,半年,内,换掉,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193723</th>\n",
       "      <td>谢谢</td>\n",
       "      <td></td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>谢谢,李医生</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359175</th>\n",
       "      <td>新年快乐</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>新年快乐</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>454241</th>\n",
       "      <td>李</td>\n",
       "      <td>先生</td>\n",
       "      <td>想</td>\n",
       "      <td></td>\n",
       "      <td>心爱的人</td>\n",
       "      <td></td>\n",
       "      <td>一次</td>\n",
       "      <td>日出</td>\n",
       "      <td></td>\n",
       "      <td>日落</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李,先生,  想,心爱的人,一次,日出,日落, ,可是,啊  ,还没有,心爱之人  ,努力,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>450912</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>忘不了</td>\n",
       "      <td>那天</td>\n",
       "      <td>进来</td>\n",
       "      <td></td>\n",
       "      <td>想哭</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>,忘不了,那天,进来,想哭,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>964806</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>最近</td>\n",
       "      <td>生活</td>\n",
       "      <td>还算</td>\n",
       "      <td>好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>看看</td>\n",
       "      <td>您</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,最近,生活,还算,好,看看,您,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1021830</th>\n",
       "      <td>天气</td>\n",
       "      <td>晴了</td>\n",
       "      <td></td>\n",
       "      <td>昨日</td>\n",
       "      <td>睡眠</td>\n",
       "      <td>很好</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>天气,晴了,昨日,睡眠,很好,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1152378</th>\n",
       "      <td>人间</td>\n",
       "      <td>不值得</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>人间,不值得</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>797101</th>\n",
       "      <td>今天</td>\n",
       "      <td>表彰</td>\n",
       "      <td>大会</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>我</td>\n",
       "      <td>记得</td>\n",
       "      <td>您</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>今天,表彰,大会,我,记得,您,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1066771</th>\n",
       "      <td>点</td>\n",
       "      <td>一柱</td>\n",
       "      <td>清香</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>点,一柱,清香</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>509309</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>周五</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>后天</td>\n",
       "      <td>就是</td>\n",
       "      <td>清明</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,周五,后天,就是,清明,愿,您,天上,一切,安好,愿,您的家人,孩子,平安,幸福,愿...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1178917</th>\n",
       "      <td>李医生</td>\n",
       "      <td>你好</td>\n",
       "      <td></td>\n",
       "      <td>现在</td>\n",
       "      <td>国内</td>\n",
       "      <td></td>\n",
       "      <td>疫情</td>\n",
       "      <td>已经</td>\n",
       "      <td>基本</td>\n",
       "      <td>控制</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,你好,现在,国内,疫情,已经,基本,控制,住,慢慢,好转,好多,地方,病例,清零,但...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119966</th>\n",
       "      <td>三年</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>疫情</td>\n",
       "      <td>结束</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>感谢</td>\n",
       "      <td></td>\n",
       "      <td>您</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>三年,疫情,结束,感谢,您,全国,人民,没忘记,您,李,英雄,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1245558</th>\n",
       "      <td>你</td>\n",
       "      <td>为什么</td>\n",
       "      <td></td>\n",
       "      <td>走</td>\n",
       "      <td></td>\n",
       "      <td>你</td>\n",
       "      <td>妻儿</td>\n",
       "      <td>父母</td>\n",
       "      <td>不要</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>你,为什么,走,你,妻儿,父母,不要,你,那么,年轻,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270233</th>\n",
       "      <td>今天</td>\n",
       "      <td>一直</td>\n",
       "      <td></td>\n",
       "      <td>循环</td>\n",
       "      <td>听</td>\n",
       "      <td></td>\n",
       "      <td>最美的瞬间</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>老李</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>今天,一直,循环,听,最美的瞬间,老李,你,听听,喜欢,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1263773</th>\n",
       "      <td>R.I.P</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>R.I.P</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1168111</th>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td>我</td>\n",
       "      <td>朋友</td>\n",
       "      <td></td>\n",
       "      <td>在那边</td>\n",
       "      <td></td>\n",
       "      <td>帮</td>\n",
       "      <td>我</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,我,朋友,在那边,帮,我,他,问好,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1270809</th>\n",
       "      <td>有没有</td>\n",
       "      <td>得到</td>\n",
       "      <td>最好</td>\n",
       "      <td></td>\n",
       "      <td>治疗</td>\n",
       "      <td></td>\n",
       "      <td>最好</td>\n",
       "      <td></td>\n",
       "      <td>医生</td>\n",
       "      <td>最好</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>有没有,得到,最好,治疗,最好,医生,最好,药,就像,高级领导,治疗,那样的,标准,如果,说...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>459661</th>\n",
       "      <td>李医生</td>\n",
       "      <td>早</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>李医生,早</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396490</th>\n",
       "      <td>第三个</td>\n",
       "      <td>冬天</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>时间</td>\n",
       "      <td>好快</td>\n",
       "      <td></td>\n",
       "      <td>真</td>\n",
       "      <td>希望</td>\n",
       "      <td>快点</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>第三个,冬天,时间,好快,真,希望,快点,结束,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45081</th>\n",
       "      <td>新年快乐</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>新年快乐</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>715206</th>\n",
       "      <td>愿</td>\n",
       "      <td>我</td>\n",
       "      <td>下辈子</td>\n",
       "      <td></td>\n",
       "      <td>活</td>\n",
       "      <td></td>\n",
       "      <td>轻松</td>\n",
       "      <td>点</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>愿,我,下辈子,活,轻松,点,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>983586</th>\n",
       "      <td>不曾</td>\n",
       "      <td>忘记</td>\n",
       "      <td></td>\n",
       "      <td>青年</td>\n",
       "      <td>李医生</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>不曾,忘记,青年,李医生,</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 181 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             0    1     2     3     4     5      6     7    8   9  ... 171  \\\n",
       "1186052    李医生       黑龙江省   大庆市    已经    恢复         风险等级    低      ...       \n",
       "1139190    早上好                                                     ...       \n",
       "1088898     我们   就要    胜利                希望      您  在天之灵   能够  得到  ...       \n",
       "788629     李医生         不管    生活          工作      中    遇到   什么  困难  ...       \n",
       "412905       睡               晚安                                    ...       \n",
       "570585      今天   天气    挺好                       太阳    暖暖           ...       \n",
       "463180       我   不要           他     好                              ...       \n",
       "655072       我   很好          就是    天儿                  点    冷      ...       \n",
       "456133     李医生         最近    疫情          开始     严重             希望  ...       \n",
       "468149      好像   人生    在世    什么           好     辛苦                 ...       \n",
       "466281                     中国医生         一下子           想起    你      ...       \n",
       "297924     早上好        李医生          今天    也是     麻烦     您   帮忙  照顾  ...       \n",
       "1319880     加油         祈祷    平安    健康                              ...       \n",
       "497745     李医生         晚安                                          ...       \n",
       "1292972   早日康复                                                     ...       \n",
       "420874     李医生         下午     好           祝     安好     🙏    🙏   🙏  ...       \n",
       "246926      明明   已经    决定     走   这条路                 尽管   觉得  自己  ...       \n",
       "901422      天天   下雨          心情    烦躁                              ...       \n",
       "409474      哈喽        李医生          最近     真     太难                 ...       \n",
       "1098509    为什么   美国         吹哨人    保护    制度          为什么   人家      ...       \n",
       "540464    新年快乐                                                     ...       \n",
       "618445    圣诞快乐               希望    大家  平平安安                        ...       \n",
       "189549     李医生          我    还有    八天    就要      法     考           ...       \n",
       "835398     李医生         晚安                                          ...       \n",
       "431312      国庆   快乐     🦆     🇨     🇳     🇨      🇳     🇨    🇳      ...       \n",
       "456516      呜呜   最近    牙酸          再也    不敢      戴    牙套  吃东西      ...       \n",
       "1029441     武汉   重启               高兴吗     😊                        ...       \n",
       "25232       晚安         最近    工作          辛苦           计划   半年   内  ...       \n",
       "193723      谢谢        李医生                                          ...       \n",
       "359175    新年快乐                                                     ...       \n",
       "454241       李   先生     想        心爱的人           一次    日出       日落  ...       \n",
       "450912                                  忘不了     那天    进来       想哭  ...       \n",
       "964806     李医生         最近    生活    还算     好                看看   您  ...       \n",
       "1021830     天气   晴了          昨日    睡眠    很好                        ...       \n",
       "1152378     人间  不值得                                                ...       \n",
       "797101      今天   表彰    大会                 我     记得     您           ...       \n",
       "1066771      点   一柱    清香                                          ...       \n",
       "509309     李医生                     周五                 后天   就是  清明  ...       \n",
       "1178917    李医生   你好          现在    国内           疫情    已经   基本  控制  ...       \n",
       "119966      三年               疫情    结束                 感谢        您  ...       \n",
       "1245558      你  为什么           走           你     妻儿    父母   不要      ...       \n",
       "270233      今天   一直          循环     听        最美的瞬间             老李  ...       \n",
       "1263773  R.I.P                                                     ...       \n",
       "1168111    李医生          我    朋友         在那边            帮    我      ...       \n",
       "1270809    有没有   得到    最好          治疗           最好         医生  最好  ...       \n",
       "459661     李医生    早                                                ...       \n",
       "396490     第三个   冬天                时间    好快            真   希望  快点  ...       \n",
       "45081     新年快乐                                                     ...       \n",
       "715206       愿    我   下辈子           活           轻松     点           ...       \n",
       "983586      不曾   忘记          青年   李医生                              ...       \n",
       "\n",
       "        172 173 174 175 176 177 178 179  \\\n",
       "1186052                                   \n",
       "1139190                                   \n",
       "1088898                                   \n",
       "788629                                    \n",
       "412905                                    \n",
       "570585                                    \n",
       "463180                                    \n",
       "655072                                    \n",
       "456133                                    \n",
       "468149                                    \n",
       "466281                                    \n",
       "297924                                    \n",
       "1319880                                   \n",
       "497745                                    \n",
       "1292972                                   \n",
       "420874                                    \n",
       "246926                                    \n",
       "901422                                    \n",
       "409474                                    \n",
       "1098509                                   \n",
       "540464                                    \n",
       "618445                                    \n",
       "189549                                    \n",
       "835398                                    \n",
       "431312                                    \n",
       "456516                                    \n",
       "1029441                                   \n",
       "25232                                     \n",
       "193723                                    \n",
       "359175                                    \n",
       "454241                                    \n",
       "450912                                    \n",
       "964806                                    \n",
       "1021830                                   \n",
       "1152378                                   \n",
       "797101                                    \n",
       "1066771                                   \n",
       "509309                                    \n",
       "1178917                                   \n",
       "119966                                    \n",
       "1245558                                   \n",
       "270233                                    \n",
       "1263773                                   \n",
       "1168111                                   \n",
       "1270809                                   \n",
       "459661                                    \n",
       "396490                                    \n",
       "45081                                     \n",
       "715206                                    \n",
       "983586                                    \n",
       "\n",
       "                                            Comments_Split  \n",
       "1186052  李医生,黑龙江省,大庆市,已经,恢复,风险等级,低,我们,送走,这个,你,曾经,给予,光明,...  \n",
       "1139190                                                早上好  \n",
       "1088898  我们,就要,胜利,希望,您,在天之灵,能够,得到,安息,您,烈士,您,平凡,人,您,也是,平...  \n",
       "788629   李医生,不管,生活,工作,中,遇到,什么,困难,委屈,想到你,觉得,一切,那么,糟,不管,遇...  \n",
       "412905                                                睡,晚安  \n",
       "570585   今天,天气,挺好,太阳,暖暖,一个,下午,像,陀螺,一样,忙着,定,展架,定,材料,晚上,休...  \n",
       "463180                                           我,不要,他,好,  \n",
       "655072                                我,很好,就是,天儿,点,冷,我,努力,  \n",
       "456133                           李医生,最近,疫情,开始,严重,希望,早日,结束,  \n",
       "468149                                   好像,人生,在世,什么,好,辛苦,  \n",
       "466281                                     ,中国医生,一下子,想起,你,  \n",
       "297924                 早上好,李医生,今天,也是,麻烦,您,帮忙,照顾,一下,我,小宝贝儿,  \n",
       "1319880                                       加油,祈祷,平安,健康,  \n",
       "497745                                              李医生,晚安  \n",
       "1292972                                               早日康复  \n",
       "420874                          李医生,下午,好,祝,安好,🙏,🙏,🙏,🙏,🙏,🙏,  \n",
       "246926   明明,已经,决定,走,这条路,尽管,觉得,自己,懦弱,没有,勇气,才,选,这条路,开弓没有回...  \n",
       "901422                                        天天,下雨,心情,烦躁,  \n",
       "409474                                     哈喽,李医生,最近,真,太难,  \n",
       "1098509              为什么,美国,吹哨人,保护,制度,为什么,人家,传染病,防控,宇宙,第一,  \n",
       "540464                                                新年快乐  \n",
       "618445                                    圣诞快乐,希望,大家,平平安安,  \n",
       "189549                                 李医生,我,还有,八天,就要,法,考,  \n",
       "835398                                              李医生,晚安  \n",
       "431312                                国庆,快乐,🦆,🇨,🇳,🇨,🇳,🇨,🇳,  \n",
       "456516               呜呜,最近,牙酸,再也,不敢,戴,牙套,吃东西,结石,出来,李医生,晚安,  \n",
       "1029441                                       武汉,重启,高兴吗,😊,  \n",
       "25232                              晚安,最近,工作,辛苦,计划,半年,内,换掉,  \n",
       "193723                                              谢谢,李医生  \n",
       "359175                                                新年快乐  \n",
       "454241   李,先生,  想,心爱的人,一次,日出,日落, ,可是,啊  ,还没有,心爱之人  ,努力,...  \n",
       "450912                                      ,忘不了,那天,进来,想哭,  \n",
       "964806                                李医生,最近,生活,还算,好,看看,您,  \n",
       "1021830                                    天气,晴了,昨日,睡眠,很好,  \n",
       "1152378                                             人间,不值得  \n",
       "797101                                    今天,表彰,大会,我,记得,您,  \n",
       "1066771                                            点,一柱,清香  \n",
       "509309   李医生,周五,后天,就是,清明,愿,您,天上,一切,安好,愿,您的家人,孩子,平安,幸福,愿...  \n",
       "1178917  李医生,你好,现在,国内,疫情,已经,基本,控制,住,慢慢,好转,好多,地方,病例,清零,但...  \n",
       "119966                     三年,疫情,结束,感谢,您,全国,人民,没忘记,您,李,英雄,  \n",
       "1245558                        你,为什么,走,你,妻儿,父母,不要,你,那么,年轻,  \n",
       "270233                        今天,一直,循环,听,最美的瞬间,老李,你,听听,喜欢,  \n",
       "1263773                                              R.I.P  \n",
       "1168111                             李医生,我,朋友,在那边,帮,我,他,问好,  \n",
       "1270809  有没有,得到,最好,治疗,最好,医生,最好,药,就像,高级领导,治疗,那样的,标准,如果,说...  \n",
       "459661                                               李医生,早  \n",
       "396490                            第三个,冬天,时间,好快,真,希望,快点,结束,  \n",
       "45081                                                 新年快乐  \n",
       "715206                                     愿,我,下辈子,活,轻松,点,  \n",
       "983586                                       不曾,忘记,青年,李医生,  \n",
       "\n",
       "[50 rows x 181 columns]"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_Comments_split['Comments_Split'] = df_Comments_split['Comments_Split'].apply(lambda x: x.replace(',,',','))\n",
    "df_Comments_split['Comments_Split'] = df_Comments_split['Comments_Split'].apply(lambda x: x.replace(',,',','))\n",
    "df_Comments_split['Comments_Split'] = df_Comments_split['Comments_Split'].apply(lambda x: x.replace(', ,',','))\n",
    "df_Comments_split['Comments_Split'] = df_Comments_split['Comments_Split'].apply(lambda x: x.replace(',,',''))\n",
    "df_Comments_split.sample(n=50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comment_id</th>\n",
       "      <th>Comment_Time</th>\n",
       "      <th>Comment_Like</th>\n",
       "      <th>Commnet_IP</th>\n",
       "      <th>Commenter_Name</th>\n",
       "      <th>Commenter_id</th>\n",
       "      <th>Commenter_gender</th>\n",
       "      <th>Commenter_Following</th>\n",
       "      <th>Commenter_Follower</th>\n",
       "      <th>Comments</th>\n",
       "      <th>Tree Hole</th>\n",
       "      <th>Tree Hole Probability</th>\n",
       "      <th>Whaling Wall</th>\n",
       "      <th>Whaling Wall Probability</th>\n",
       "      <th>Comments_Split</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1163047</th>\n",
       "      <td>4484229645314647</td>\n",
       "      <td>2020-03-19 16:38:43</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>晴天6876386733</td>\n",
       "      <td>6876386733</td>\n",
       "      <td>女</td>\n",
       "      <td>366</td>\n",
       "      <td>7</td>\n",
       "      <td>李医生，马上春暖花开了，我们一起看看夏天的太阳好不好</td>\n",
       "      <td>No</td>\n",
       "      <td>0.848583</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.942512</td>\n",
       "      <td>李医生,马上,春暖花开,我们,一起,看看,夏天,太阳,好不好,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>863634</th>\n",
       "      <td>4537579724872102</td>\n",
       "      <td>2020-08-13 21:52:53</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>这个名字真南七</td>\n",
       "      <td>5656173114</td>\n",
       "      <td>男</td>\n",
       "      <td>40</td>\n",
       "      <td>180</td>\n",
       "      <td>李医生，你知道吗，我喜欢的人要结婚了么，真快呀，</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.991019</td>\n",
       "      <td>No</td>\n",
       "      <td>0.638430</td>\n",
       "      <td>李医生,你,知道吗,我,喜欢,的人,结婚,么,真快,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267883</th>\n",
       "      <td>4756804648572538</td>\n",
       "      <td>2022-04-10 20:34:28</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Carrie姐姐-</td>\n",
       "      <td>2016570473</td>\n",
       "      <td>女</td>\n",
       "      <td>803</td>\n",
       "      <td>371</td>\n",
       "      <td>李医生，疫情啥时候能结束啊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.627128</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.933326</td>\n",
       "      <td>李医生,疫情,啥时候,结束,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172625</th>\n",
       "      <td>4818378517120863</td>\n",
       "      <td>2022-09-27 18:27:01</td>\n",
       "      <td>1.0</td>\n",
       "      <td>来自江苏</td>\n",
       "      <td>烤玉米的昔昔子</td>\n",
       "      <td>3944666348</td>\n",
       "      <td>女</td>\n",
       "      <td>99</td>\n",
       "      <td>58</td>\n",
       "      <td>我那破锅，还粘底了，最后我都生气了使劲儿铲刚刚开始小火煎呀可耐心了哟！开始粘底了着急了将就着...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996120</td>\n",
       "      <td>No</td>\n",
       "      <td>0.966696</td>\n",
       "      <td>我,破,锅,粘底,最后,我,生气,使劲,儿,铲,刚刚开始,小火,煎,耐心,哟,开始,粘,底,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995099</th>\n",
       "      <td>4497972228225159</td>\n",
       "      <td>2020-04-26 14:46:49</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>andyju998</td>\n",
       "      <td>1589416492</td>\n",
       "      <td>男</td>\n",
       "      <td>201</td>\n",
       "      <td>54</td>\n",
       "      <td>李医生，夏已至</td>\n",
       "      <td>No</td>\n",
       "      <td>0.990979</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995196</td>\n",
       "      <td>李医生,夏,至,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350079</th>\n",
       "      <td>4720982734409481</td>\n",
       "      <td>2022-01-02 00:10:58</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>银杏枝语</td>\n",
       "      <td>7438246116</td>\n",
       "      <td>女</td>\n",
       "      <td>266</td>\n",
       "      <td>27</td>\n",
       "      <td>李医生 新年快乐</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996886</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994007</td>\n",
       "      <td>李医生,新年快乐</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157091</th>\n",
       "      <td>4839229761258491</td>\n",
       "      <td>2022-11-24 07:22:26</td>\n",
       "      <td>2.0</td>\n",
       "      <td>来自四川</td>\n",
       "      <td>额头见多识广不是</td>\n",
       "      <td>7753536350</td>\n",
       "      <td>女</td>\n",
       "      <td>92</td>\n",
       "      <td>0</td>\n",
       "      <td>最近天天这么早上班 我真是牛</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996824</td>\n",
       "      <td>No</td>\n",
       "      <td>0.995529</td>\n",
       "      <td>最近,天天,这么,早,上班,我,真是,牛,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>573205</th>\n",
       "      <td>4593781847097939</td>\n",
       "      <td>2021-01-16 00:00:02</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>调色盘91752</td>\n",
       "      <td>5322874288</td>\n",
       "      <td>男</td>\n",
       "      <td>44</td>\n",
       "      <td>2</td>\n",
       "      <td>生活好难啊，我的路到底在哪里呢。李医生，我好希望毕业前自己能有个满意的工作啊～就在你的微博下...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.991364</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.723340</td>\n",
       "      <td>生活,好难,我,路,到底,在哪里,李医生,我,好,希望,毕业,前,自己,能有,满意,工作,就...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368007</th>\n",
       "      <td>4718408610350678</td>\n",
       "      <td>2021-12-25 21:42:19</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ujdjhdih</td>\n",
       "      <td>7095672529</td>\n",
       "      <td>男</td>\n",
       "      <td>134</td>\n",
       "      <td>0</td>\n",
       "      <td>李医生今天圣诞节圣诞节快乐</td>\n",
       "      <td>No</td>\n",
       "      <td>0.990608</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994117</td>\n",
       "      <td>李医生,今天,圣诞节,圣诞节,快乐,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>665361</th>\n",
       "      <td>4561885346666983</td>\n",
       "      <td>2020-10-19 23:34:45</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>追逐小海浪</td>\n",
       "      <td>2710016713</td>\n",
       "      <td>女</td>\n",
       "      <td>249</td>\n",
       "      <td>428</td>\n",
       "      <td>李医生，就是来告诉你庆余年2要来了，开播时记得看哦</td>\n",
       "      <td>No</td>\n",
       "      <td>0.984641</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994951</td>\n",
       "      <td>李医生,就是,告诉,你,庆余年2,来了,开播,时,记得,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181562</th>\n",
       "      <td>4814617907299521</td>\n",
       "      <td>2022-09-17 09:23:43</td>\n",
       "      <td>3.0</td>\n",
       "      <td>来自四川</td>\n",
       "      <td>冬瓜皮炒股玩儿</td>\n",
       "      <td>1928194937</td>\n",
       "      <td>男</td>\n",
       "      <td>172</td>\n",
       "      <td>495</td>\n",
       "      <td>天天做核酸，很烦很烦</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994903</td>\n",
       "      <td>No</td>\n",
       "      <td>0.995524</td>\n",
       "      <td>天天,做,核酸,烦,烦,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74814</th>\n",
       "      <td>4845052365637941</td>\n",
       "      <td>2022-12-10 08:59:23</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自山西</td>\n",
       "      <td>好大一颗陈</td>\n",
       "      <td>7277182409</td>\n",
       "      <td>女</td>\n",
       "      <td>118</td>\n",
       "      <td>6</td>\n",
       "      <td>真的会困死</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994191</td>\n",
       "      <td>No</td>\n",
       "      <td>0.993446</td>\n",
       "      <td>真的,困死</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703211</th>\n",
       "      <td>4551977952089921</td>\n",
       "      <td>2020-09-22 15:26:18</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>_小高老师长不高</td>\n",
       "      <td>1763687033</td>\n",
       "      <td>女</td>\n",
       "      <td>1049</td>\n",
       "      <td>1360</td>\n",
       "      <td>李医生，一切都会好起来吗？</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.934775</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.984024</td>\n",
       "      <td>李医生,一切,都会,好起来,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256243</th>\n",
       "      <td>4764060836956359</td>\n",
       "      <td>2022-04-30 21:07:58</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自辽宁</td>\n",
       "      <td>Mar28ths</td>\n",
       "      <td>5171470182</td>\n",
       "      <td>女</td>\n",
       "      <td>107</td>\n",
       "      <td>748</td>\n",
       "      <td>胖太多了 可是管不住嘴  可是我要减肥  可是我又饿了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996026</td>\n",
       "      <td>No</td>\n",
       "      <td>0.991574</td>\n",
       "      <td>胖,太多,可是,管不住嘴, ,可是,我要,减肥, ,可是,我,饿了,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377252</th>\n",
       "      <td>4714111826921204</td>\n",
       "      <td>2021-12-14 01:08:26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>每天都是神经病啊</td>\n",
       "      <td>3822691256</td>\n",
       "      <td>女</td>\n",
       "      <td>26</td>\n",
       "      <td>13</td>\n",
       "      <td>李医生，生活从来没有善待我们</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.560754</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.645333</td>\n",
       "      <td>李医生,生活,从来没有,善待,我们,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1178581</th>\n",
       "      <td>4482894859158838</td>\n",
       "      <td>2020-03-16 00:14:45</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>那些起风的日子</td>\n",
       "      <td>6568038307</td>\n",
       "      <td>女</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>每次来看你，都是泪流满面，还是不能接受你去了天国</td>\n",
       "      <td>No</td>\n",
       "      <td>0.926662</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.562210</td>\n",
       "      <td>每次,来看,你,都是,泪流满面,还是,不能,接受,你,天国,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>878324</th>\n",
       "      <td>4532814832210739</td>\n",
       "      <td>2020-07-31 18:18:54</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>就像过往</td>\n",
       "      <td>5812438678</td>\n",
       "      <td>男</td>\n",
       "      <td>27</td>\n",
       "      <td>70</td>\n",
       "      <td>一切都要努力</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.965744</td>\n",
       "      <td>No</td>\n",
       "      <td>0.988749</td>\n",
       "      <td>一切,努力</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>941187</th>\n",
       "      <td>4512839509598362</td>\n",
       "      <td>2020-06-06 15:24:06</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>三直很困</td>\n",
       "      <td>7246990120</td>\n",
       "      <td>男</td>\n",
       "      <td>125</td>\n",
       "      <td>2</td>\n",
       "      <td>好久没来了，这次来没有哭了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.936636</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.933877</td>\n",
       "      <td>好久没来,这次,没有,哭,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>425360</th>\n",
       "      <td>4690178293105129</td>\n",
       "      <td>2021-10-09 00:05:06</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>吃甜甜捏</td>\n",
       "      <td>5576798310</td>\n",
       "      <td>女</td>\n",
       "      <td>118</td>\n",
       "      <td>34</td>\n",
       "      <td>李医生 我好像陷入了不想努力又不安于现状的状态  之前给你说的我的情绪受到一个男生的牵动 现...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996276</td>\n",
       "      <td>No</td>\n",
       "      <td>0.557429</td>\n",
       "      <td>李医生,我,好像,陷入,不想,努力,又不,安于现状,状态, ,之前,你,说,我,情绪,受到,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1082472</th>\n",
       "      <td>4489789535736953</td>\n",
       "      <td>2020-04-04 00:51:44</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>真的不想哭还是没忍住</td>\n",
       "      <td>5736830790</td>\n",
       "      <td>男</td>\n",
       "      <td>81</td>\n",
       "      <td>18</td>\n",
       "      <td>清明节到了今天回家吧</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.969328</td>\n",
       "      <td>No</td>\n",
       "      <td>0.959748</td>\n",
       "      <td>清明节,今天,回家,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>627261</th>\n",
       "      <td>4580866578193412</td>\n",
       "      <td>2020-12-11 08:39:23</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>很忙i忙着可爱</td>\n",
       "      <td>5649465109</td>\n",
       "      <td>女</td>\n",
       "      <td>284</td>\n",
       "      <td>65</td>\n",
       "      <td>早啊，李医生，去做实验了，今天也要元气满满啊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.984589</td>\n",
       "      <td>No</td>\n",
       "      <td>0.877103</td>\n",
       "      <td>早,李医生,做,实验,今天,元气满满,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720813</th>\n",
       "      <td>4547321150311286</td>\n",
       "      <td>2020-09-09 19:01:50</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>宁宁9977</td>\n",
       "      <td>2631695561</td>\n",
       "      <td>男</td>\n",
       "      <td>468</td>\n",
       "      <td>3762</td>\n",
       "      <td>老李，想你了</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994113</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996173</td>\n",
       "      <td>老李,想你</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1321159</th>\n",
       "      <td>4469135402468042</td>\n",
       "      <td>2020-02-07 00:59:34</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>wwiwyb</td>\n",
       "      <td>7324252347</td>\n",
       "      <td>女</td>\n",
       "      <td>143</td>\n",
       "      <td>11</td>\n",
       "      <td>走好 心痛万分 痛定思痛</td>\n",
       "      <td>No</td>\n",
       "      <td>0.988923</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.630763</td>\n",
       "      <td>走好,心痛万分,痛定思痛,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318899</th>\n",
       "      <td>4732211745784596</td>\n",
       "      <td>2022-02-01 23:51:02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>明天不手冲</td>\n",
       "      <td>7480319093</td>\n",
       "      <td>女</td>\n",
       "      <td>185</td>\n",
       "      <td>38</td>\n",
       "      <td>新年快乐啊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.629818</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992365</td>\n",
       "      <td>新年快乐</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198580</th>\n",
       "      <td>4808996060660865</td>\n",
       "      <td>2022-09-01 21:04:29</td>\n",
       "      <td>1.0</td>\n",
       "      <td>来自四川</td>\n",
       "      <td>v字短线客</td>\n",
       "      <td>6218592032</td>\n",
       "      <td>男</td>\n",
       "      <td>324</td>\n",
       "      <td>34</td>\n",
       "      <td>成都</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.595323</td>\n",
       "      <td>No</td>\n",
       "      <td>0.925139</td>\n",
       "      <td>成都</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238755</th>\n",
       "      <td>4779680371313258</td>\n",
       "      <td>2022-06-12 23:34:25</td>\n",
       "      <td>1.0</td>\n",
       "      <td>来自广东</td>\n",
       "      <td>是浦銘心</td>\n",
       "      <td>5889927631</td>\n",
       "      <td>女</td>\n",
       "      <td>33</td>\n",
       "      <td>4209</td>\n",
       "      <td>感受不到就是没有！</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.971892</td>\n",
       "      <td>No</td>\n",
       "      <td>0.988741</td>\n",
       "      <td>感受,不到,就是,没有</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1144218</th>\n",
       "      <td>4484505832566478</td>\n",
       "      <td>2020-03-20 10:56:11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>老曹走全球</td>\n",
       "      <td>2218956140</td>\n",
       "      <td>男</td>\n",
       "      <td>2533</td>\n",
       "      <td>1026</td>\n",
       "      <td>你好吗。 我还有隔离四天哦。    好饿。没钱了。    我想孩子</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996333</td>\n",
       "      <td>No</td>\n",
       "      <td>0.716887</td>\n",
       "      <td>你好,我,还有,隔离,四天,    好,饿,没钱,    我,想,孩子,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>875593</th>\n",
       "      <td>4534423242670600</td>\n",
       "      <td>2020-08-05 04:50:09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>叹晚啊</td>\n",
       "      <td>5639390089</td>\n",
       "      <td>男</td>\n",
       "      <td>107</td>\n",
       "      <td>337</td>\n",
       "      <td>李医生 生活好像好起来了～ 你也要照顾好自己啊</td>\n",
       "      <td>No</td>\n",
       "      <td>0.956288</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.983236</td>\n",
       "      <td>李医生,生活,好像,好起来,你,照顾,好,自己,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>863562</th>\n",
       "      <td>4537581095625604</td>\n",
       "      <td>2020-08-13 21:58:20</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>因为爱情有辛福</td>\n",
       "      <td>5881764718</td>\n",
       "      <td>女</td>\n",
       "      <td>225</td>\n",
       "      <td>11</td>\n",
       "      <td>李叔叔，今年中考我失利了，去了职中，学旅游管理与服务，可我以后想做一名法学生，我这三年一定好...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.996450</td>\n",
       "      <td>No</td>\n",
       "      <td>0.558965</td>\n",
       "      <td>李叔叔,今年,中考,我,失利,职中,学,旅游管理,与,服务,我,以后,想,做,一名,法学生,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379096</th>\n",
       "      <td>4713154385545113</td>\n",
       "      <td>2021-12-11 09:43:54</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>富土康李全蛋儿</td>\n",
       "      <td>7458597915</td>\n",
       "      <td>男</td>\n",
       "      <td>69</td>\n",
       "      <td>3</td>\n",
       "      <td>李医生好，今天上完班回家休息喽，生活真的是一边苟且一边希望，回家看看老婆孩子又是充满活力无限...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.997082</td>\n",
       "      <td>No</td>\n",
       "      <td>0.896681</td>\n",
       "      <td>李医生,好,今天,上完班,回家,休息,喽,生活,真的,一边,苟且,一边,希望,回家,看看,老...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>976673</th>\n",
       "      <td>4502362301672686</td>\n",
       "      <td>2020-05-08 17:31:25</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>三万米天空的鱼</td>\n",
       "      <td>1423457264</td>\n",
       "      <td>男</td>\n",
       "      <td>67</td>\n",
       "      <td>7</td>\n",
       "      <td>回复@我还想养只猫叫转转如果用PAINTER之类的软件画，那将很惊艳</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.959694</td>\n",
       "      <td>No</td>\n",
       "      <td>0.989804</td>\n",
       "      <td>回复,@,我,想,养,只,猫,叫,转转,如果,用,PAINTER,之类,软件,画,将,惊艳</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408061</th>\n",
       "      <td>4700625009119908</td>\n",
       "      <td>2021-11-06 19:56:38</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>嘎嘎嘎氤氲</td>\n",
       "      <td>6235155268</td>\n",
       "      <td>女</td>\n",
       "      <td>58</td>\n",
       "      <td>15</td>\n",
       "      <td>就是突然刷到庆余年第二季要开拍了  就想到了你  天气变冷了  多加衣。</td>\n",
       "      <td>No</td>\n",
       "      <td>0.854599</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.969961</td>\n",
       "      <td>就是,突然,刷到,庆余年,第二季,开拍, ,想到,你, ,天气,变冷, ,多,加,衣</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1309759</th>\n",
       "      <td>4469140397570518</td>\n",
       "      <td>2020-02-07 01:19:26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>北原老猫</td>\n",
       "      <td>1758100853</td>\n",
       "      <td>男</td>\n",
       "      <td>261</td>\n",
       "      <td>251</td>\n",
       "      <td>被删了</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.548535</td>\n",
       "      <td>No</td>\n",
       "      <td>0.987465</td>\n",
       "      <td>被删</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1084119</th>\n",
       "      <td>4489785576364300</td>\n",
       "      <td>2020-04-04 00:36:00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>布丁和头头两个肥仔仔</td>\n",
       "      <td>5598183332</td>\n",
       "      <td>女</td>\n",
       "      <td>22</td>\n",
       "      <td>58</td>\n",
       "      <td>晚安</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.675239</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994322</td>\n",
       "      <td>晚安</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>637344</th>\n",
       "      <td>4575860499424559</td>\n",
       "      <td>2020-11-27 13:07:01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>林熙皞</td>\n",
       "      <td>1739767670</td>\n",
       "      <td>男</td>\n",
       "      <td>454</td>\n",
       "      <td>194</td>\n",
       "      <td>一切都好吧</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.831699</td>\n",
       "      <td>No</td>\n",
       "      <td>0.961953</td>\n",
       "      <td>一切都好</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568162</th>\n",
       "      <td>4596294868285634</td>\n",
       "      <td>2021-01-22 22:25:54</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Simon__Dong</td>\n",
       "      <td>2092814551</td>\n",
       "      <td>男</td>\n",
       "      <td>138</td>\n",
       "      <td>175</td>\n",
       "      <td>亮哥，好像疫情又开始了，有点怕，但是为了孩子为了家，还是得工作，天黑出门天黑回家，男人没地方...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994229</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.781474</td>\n",
       "      <td>亮哥,好像,疫情,开始,有点,怕,但是,为了,孩子,为了,家,还是,得,工作,天黑,出门,天...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1190312</th>\n",
       "      <td>4482138919654547</td>\n",
       "      <td>2020-03-13 22:10:55</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>您有新的短嘻嘻</td>\n",
       "      <td>7333969552</td>\n",
       "      <td>女</td>\n",
       "      <td>59</td>\n",
       "      <td>5</td>\n",
       "      <td>李医生，奶奶要走了，身体状态越来越差，可我现在也没办法回去看她，希望能见到最后一面吧。</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995661</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.553904</td>\n",
       "      <td>李医生,奶奶,走,身体,状态,越来越差,我,现在,没办法,回去,她,希望,见到,最后,一面</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>457125</th>\n",
       "      <td>4665824729894081</td>\n",
       "      <td>2021-08-02 19:12:45</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>懂难</td>\n",
       "      <td>2122424667</td>\n",
       "      <td>男</td>\n",
       "      <td>188</td>\n",
       "      <td>128</td>\n",
       "      <td>李医生，据说害您蒙冤的新冠源头查清了。</td>\n",
       "      <td>No</td>\n",
       "      <td>0.950492</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.990335</td>\n",
       "      <td>李医生,据说,害,您,蒙冤,新冠,源头,查清,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>933486</th>\n",
       "      <td>4514938972663356</td>\n",
       "      <td>2020-06-12 10:26:37</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>tongtongma2007</td>\n",
       "      <td>2086724561</td>\n",
       "      <td>女</td>\n",
       "      <td>565</td>\n",
       "      <td>178</td>\n",
       "      <td>恭喜恭喜，母子平安</td>\n",
       "      <td>No</td>\n",
       "      <td>0.857179</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.991370</td>\n",
       "      <td>恭喜,恭喜,母子,平安,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106073</th>\n",
       "      <td>4844512487149811</td>\n",
       "      <td>2022-12-08 21:14:06</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自甘肃</td>\n",
       "      <td>大大大大大大大大霖</td>\n",
       "      <td>1945777404</td>\n",
       "      <td>女</td>\n",
       "      <td>137</td>\n",
       "      <td>502</td>\n",
       "      <td>结束了，再也不看核酸了，谢谢你</td>\n",
       "      <td>No</td>\n",
       "      <td>0.981630</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.994074</td>\n",
       "      <td>结束,再也不,核酸,谢谢,你,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264547</th>\n",
       "      <td>4758665968226859</td>\n",
       "      <td>2022-04-15 23:50:41</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>惠风和畅kd</td>\n",
       "      <td>7157441342</td>\n",
       "      <td>男</td>\n",
       "      <td>209</td>\n",
       "      <td>11</td>\n",
       "      <td>我考研上岸了李医生，和你那离得不远，有机会去看看你，等我。</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.789237</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.704196</td>\n",
       "      <td>我,考研,上岸,李医生,你,离,得,不远,有机会,看看你,等,我,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94900</th>\n",
       "      <td>4844548977590371</td>\n",
       "      <td>2022-12-08 23:39:05</td>\n",
       "      <td>1.0</td>\n",
       "      <td>来自河南</td>\n",
       "      <td>大白菜4970</td>\n",
       "      <td>1442308463</td>\n",
       "      <td>男</td>\n",
       "      <td>647</td>\n",
       "      <td>48</td>\n",
       "      <td>李医生，谢谢您！</td>\n",
       "      <td>No</td>\n",
       "      <td>0.997189</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.995595</td>\n",
       "      <td>李医生,谢谢您</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52513</th>\n",
       "      <td>4851278788427799</td>\n",
       "      <td>2022-12-27 13:20:57</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自陕西</td>\n",
       "      <td>吃蚊子的羊</td>\n",
       "      <td>1827519691</td>\n",
       "      <td>男</td>\n",
       "      <td>950</td>\n",
       "      <td>538</td>\n",
       "      <td>不要指望一只狼去同情一只羊</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.728919</td>\n",
       "      <td>No</td>\n",
       "      <td>0.982859</td>\n",
       "      <td>不要,指望,一只,狼,同情,一只,羊,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>957414</th>\n",
       "      <td>4507872384440080</td>\n",
       "      <td>2020-05-23 22:26:31</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>种螃蟹的小猴</td>\n",
       "      <td>7388360656</td>\n",
       "      <td>男</td>\n",
       "      <td>469</td>\n",
       "      <td>25</td>\n",
       "      <td>恩公，你还好吗？</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994319</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.997276</td>\n",
       "      <td>恩公,你,还好吗</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362116</th>\n",
       "      <td>4720125285239952</td>\n",
       "      <td>2021-12-30 15:23:46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>闹到最后H</td>\n",
       "      <td>7319077217</td>\n",
       "      <td>男</td>\n",
       "      <td>79</td>\n",
       "      <td>124</td>\n",
       "      <td>新的一年又要来了李医生</td>\n",
       "      <td>No</td>\n",
       "      <td>0.991835</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.971995</td>\n",
       "      <td>新的一年,又要,来了,李医生</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1058718</th>\n",
       "      <td>4489949246038652</td>\n",
       "      <td>2020-04-04 11:26:21</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MissSunnyfun</td>\n",
       "      <td>1644043923</td>\n",
       "      <td>女</td>\n",
       "      <td>833</td>\n",
       "      <td>1896</td>\n",
       "      <td>李医生，过来看你了</td>\n",
       "      <td>No</td>\n",
       "      <td>0.996746</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.997547</td>\n",
       "      <td>李医生,过来,你,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227421</th>\n",
       "      <td>4790098291329695</td>\n",
       "      <td>2022-07-11 17:31:31</td>\n",
       "      <td>0.0</td>\n",
       "      <td>来自陕西</td>\n",
       "      <td>edcekkk</td>\n",
       "      <td>6389671929</td>\n",
       "      <td>男</td>\n",
       "      <td>68</td>\n",
       "      <td>6431</td>\n",
       "      <td>这个社会还会好吗</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.974864</td>\n",
       "      <td>No</td>\n",
       "      <td>0.984402</td>\n",
       "      <td>这个,社会,还会,好吗</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1262930</th>\n",
       "      <td>4469271473961144</td>\n",
       "      <td>2020-02-07 10:00:17</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>小石川千奈美</td>\n",
       "      <td>5021685541</td>\n",
       "      <td>男</td>\n",
       "      <td>169</td>\n",
       "      <td>338</td>\n",
       "      <td>南无阿弥陀佛🙏</td>\n",
       "      <td>No</td>\n",
       "      <td>0.982655</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.993190</td>\n",
       "      <td>南,无,阿弥陀佛,🙏</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>513701</th>\n",
       "      <td>4618013729621439</td>\n",
       "      <td>2021-03-23 20:48:53</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>同是天涯3245779095</td>\n",
       "      <td>3245779095</td>\n",
       "      <td>女</td>\n",
       "      <td>370</td>\n",
       "      <td>41</td>\n",
       "      <td>思来想去，只有一条绝路摆我面前</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.992897</td>\n",
       "      <td>No</td>\n",
       "      <td>0.994341</td>\n",
       "      <td>思来想去,只有,一条,绝路,摆,我,面前,</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434025</th>\n",
       "      <td>4685728238274922</td>\n",
       "      <td>2021-09-26 17:22:11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>是张不是脏_</td>\n",
       "      <td>6585652626</td>\n",
       "      <td>男</td>\n",
       "      <td>293</td>\n",
       "      <td>6</td>\n",
       "      <td>好累，过来看看你</td>\n",
       "      <td>No</td>\n",
       "      <td>0.990230</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0.861130</td>\n",
       "      <td>好累,过来,看看你</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Comment_id         Comment_Time  Comment_Like Commnet_IP  \\\n",
       "1163047  4484229645314647  2020-03-19 16:38:43           3.0        NaN   \n",
       "863634   4537579724872102  2020-08-13 21:52:53           1.0        NaN   \n",
       "267883   4756804648572538  2022-04-10 20:34:28           1.0        NaN   \n",
       "172625   4818378517120863  2022-09-27 18:27:01           1.0       来自江苏   \n",
       "995099   4497972228225159  2020-04-26 14:46:49           1.0        NaN   \n",
       "350079   4720982734409481  2022-01-02 00:10:58           1.0        NaN   \n",
       "157091   4839229761258491  2022-11-24 07:22:26           2.0       来自四川   \n",
       "573205   4593781847097939  2021-01-16 00:00:02           1.0        NaN   \n",
       "368007   4718408610350678  2021-12-25 21:42:19           0.0        NaN   \n",
       "665361   4561885346666983  2020-10-19 23:34:45           3.0        NaN   \n",
       "181562   4814617907299521  2022-09-17 09:23:43           3.0       来自四川   \n",
       "74814    4845052365637941  2022-12-10 08:59:23           0.0       来自山西   \n",
       "703211   4551977952089921  2020-09-22 15:26:18           0.0        NaN   \n",
       "256243   4764060836956359  2022-04-30 21:07:58           0.0       来自辽宁   \n",
       "377252   4714111826921204  2021-12-14 01:08:26           0.0        NaN   \n",
       "1178581  4482894859158838  2020-03-16 00:14:45           0.0        NaN   \n",
       "878324   4532814832210739  2020-07-31 18:18:54           0.0        NaN   \n",
       "941187   4512839509598362  2020-06-06 15:24:06           1.0        NaN   \n",
       "425360   4690178293105129  2021-10-09 00:05:06           1.0        NaN   \n",
       "1082472  4489789535736953  2020-04-04 00:51:44           1.0        NaN   \n",
       "627261   4580866578193412  2020-12-11 08:39:23           0.0        NaN   \n",
       "720813   4547321150311286  2020-09-09 19:01:50           0.0        NaN   \n",
       "1321159  4469135402468042  2020-02-07 00:59:34           0.0        NaN   \n",
       "318899   4732211745784596  2022-02-01 23:51:02           0.0        NaN   \n",
       "198580   4808996060660865  2022-09-01 21:04:29           1.0       来自四川   \n",
       "238755   4779680371313258  2022-06-12 23:34:25           1.0       来自广东   \n",
       "1144218  4484505832566478  2020-03-20 10:56:11           0.0        NaN   \n",
       "875593   4534423242670600  2020-08-05 04:50:09           1.0        NaN   \n",
       "863562   4537581095625604  2020-08-13 21:58:20           2.0        NaN   \n",
       "379096   4713154385545113  2021-12-11 09:43:54           1.0        NaN   \n",
       "976673   4502362301672686  2020-05-08 17:31:25           0.0        NaN   \n",
       "408061   4700625009119908  2021-11-06 19:56:38           0.0        NaN   \n",
       "1309759  4469140397570518  2020-02-07 01:19:26           0.0        NaN   \n",
       "1084119  4489785576364300  2020-04-04 00:36:00           0.0        NaN   \n",
       "637344   4575860499424559  2020-11-27 13:07:01           0.0        NaN   \n",
       "568162   4596294868285634  2021-01-22 22:25:54           2.0        NaN   \n",
       "1190312  4482138919654547  2020-03-13 22:10:55           0.0        NaN   \n",
       "457125   4665824729894081  2021-08-02 19:12:45           1.0        NaN   \n",
       "933486   4514938972663356  2020-06-12 10:26:37           0.0        NaN   \n",
       "106073   4844512487149811  2022-12-08 21:14:06           0.0       来自甘肃   \n",
       "264547   4758665968226859  2022-04-15 23:50:41           1.0        NaN   \n",
       "94900    4844548977590371  2022-12-08 23:39:05           1.0       来自河南   \n",
       "52513    4851278788427799  2022-12-27 13:20:57           0.0       来自陕西   \n",
       "957414   4507872384440080  2020-05-23 22:26:31           2.0        NaN   \n",
       "362116   4720125285239952  2021-12-30 15:23:46           0.0        NaN   \n",
       "1058718  4489949246038652  2020-04-04 11:26:21           0.0        NaN   \n",
       "227421   4790098291329695  2022-07-11 17:31:31           0.0       来自陕西   \n",
       "1262930  4469271473961144  2020-02-07 10:00:17           0.0        NaN   \n",
       "513701   4618013729621439  2021-03-23 20:48:53           1.0        NaN   \n",
       "434025   4685728238274922  2021-09-26 17:22:11           0.0        NaN   \n",
       "\n",
       "         Commenter_Name  Commenter_id Commenter_gender  Commenter_Following  \\\n",
       "1163047    晴天6876386733    6876386733                女                  366   \n",
       "863634          这个名字真南七    5656173114                男                   40   \n",
       "267883        Carrie姐姐-    2016570473                女                  803   \n",
       "172625          烤玉米的昔昔子    3944666348                女                   99   \n",
       "995099        andyju998    1589416492                男                  201   \n",
       "350079             银杏枝语    7438246116                女                  266   \n",
       "157091         额头见多识广不是    7753536350                女                   92   \n",
       "573205         调色盘91752    5322874288                男                   44   \n",
       "368007         Ujdjhdih    7095672529                男                  134   \n",
       "665361            追逐小海浪    2710016713                女                  249   \n",
       "181562          冬瓜皮炒股玩儿    1928194937                男                  172   \n",
       "74814             好大一颗陈    7277182409                女                  118   \n",
       "703211         _小高老师长不高    1763687033                女                 1049   \n",
       "256243         Mar28ths    5171470182                女                  107   \n",
       "377252         每天都是神经病啊    3822691256                女                   26   \n",
       "1178581         那些起风的日子    6568038307                女                   12   \n",
       "878324             就像过往    5812438678                男                   27   \n",
       "941187             三直很困    7246990120                男                  125   \n",
       "425360             吃甜甜捏    5576798310                女                  118   \n",
       "1082472      真的不想哭还是没忍住    5736830790                男                   81   \n",
       "627261          很忙i忙着可爱    5649465109                女                  284   \n",
       "720813           宁宁9977    2631695561                男                  468   \n",
       "1321159          wwiwyb    7324252347                女                  143   \n",
       "318899            明天不手冲    7480319093                女                  185   \n",
       "198580            v字短线客    6218592032                男                  324   \n",
       "238755             是浦銘心    5889927631                女                   33   \n",
       "1144218           老曹走全球    2218956140                男                 2533   \n",
       "875593              叹晚啊    5639390089                男                  107   \n",
       "863562          因为爱情有辛福    5881764718                女                  225   \n",
       "379096          富土康李全蛋儿    7458597915                男                   69   \n",
       "976673          三万米天空的鱼    1423457264                男                   67   \n",
       "408061            嘎嘎嘎氤氲    6235155268                女                   58   \n",
       "1309759            北原老猫    1758100853                男                  261   \n",
       "1084119      布丁和头头两个肥仔仔    5598183332                女                   22   \n",
       "637344              林熙皞    1739767670                男                  454   \n",
       "568162      Simon__Dong    2092814551                男                  138   \n",
       "1190312         您有新的短嘻嘻    7333969552                女                   59   \n",
       "457125               懂难    2122424667                男                  188   \n",
       "933486   tongtongma2007    2086724561                女                  565   \n",
       "106073        大大大大大大大大霖    1945777404                女                  137   \n",
       "264547           惠风和畅kd    7157441342                男                  209   \n",
       "94900           大白菜4970    1442308463                男                  647   \n",
       "52513             吃蚊子的羊    1827519691                男                  950   \n",
       "957414           种螃蟹的小猴    7388360656                男                  469   \n",
       "362116            闹到最后H    7319077217                男                   79   \n",
       "1058718    MissSunnyfun    1644043923                女                  833   \n",
       "227421          edcekkk    6389671929                男                   68   \n",
       "1262930          小石川千奈美    5021685541                男                  169   \n",
       "513701   同是天涯3245779095    3245779095                女                  370   \n",
       "434025           是张不是脏_    6585652626                男                  293   \n",
       "\n",
       "        Commenter_Follower                                           Comments  \\\n",
       "1163047                  7                         李医生，马上春暖花开了，我们一起看看夏天的太阳好不好   \n",
       "863634                 180                           李医生，你知道吗，我喜欢的人要结婚了么，真快呀，   \n",
       "267883                 371                                      李医生，疫情啥时候能结束啊   \n",
       "172625                  58  我那破锅，还粘底了，最后我都生气了使劲儿铲刚刚开始小火煎呀可耐心了哟！开始粘底了着急了将就着...   \n",
       "995099                  54                                            李医生，夏已至   \n",
       "350079                  27                                           李医生 新年快乐   \n",
       "157091                   0                                     最近天天这么早上班 我真是牛   \n",
       "573205                   2  生活好难啊，我的路到底在哪里呢。李医生，我好希望毕业前自己能有个满意的工作啊～就在你的微博下...   \n",
       "368007                   0                                      李医生今天圣诞节圣诞节快乐   \n",
       "665361                 428                          李医生，就是来告诉你庆余年2要来了，开播时记得看哦   \n",
       "181562                 495                                         天天做核酸，很烦很烦   \n",
       "74814                    6                                              真的会困死   \n",
       "703211                1360                                      李医生，一切都会好起来吗？   \n",
       "256243                 748                        胖太多了 可是管不住嘴  可是我要减肥  可是我又饿了   \n",
       "377252                  13                                     李医生，生活从来没有善待我们   \n",
       "1178581                  3                           每次来看你，都是泪流满面，还是不能接受你去了天国   \n",
       "878324                  70                                             一切都要努力   \n",
       "941187                   2                                      好久没来了，这次来没有哭了   \n",
       "425360                  34  李医生 我好像陷入了不想努力又不安于现状的状态  之前给你说的我的情绪受到一个男生的牵动 现...   \n",
       "1082472                 18                                         清明节到了今天回家吧   \n",
       "627261                  65                             早啊，李医生，去做实验了，今天也要元气满满啊   \n",
       "720813                3762                                             老李，想你了   \n",
       "1321159                 11                                       走好 心痛万分 痛定思痛   \n",
       "318899                  38                                              新年快乐啊   \n",
       "198580                  34                                                 成都   \n",
       "238755                4209                                          感受不到就是没有！   \n",
       "1144218               1026                  你好吗。 我还有隔离四天哦。    好饿。没钱了。    我想孩子   \n",
       "875593                 337                            李医生 生活好像好起来了～ 你也要照顾好自己啊   \n",
       "863562                  11  李叔叔，今年中考我失利了，去了职中，学旅游管理与服务，可我以后想做一名法学生，我这三年一定好...   \n",
       "379096                   3  李医生好，今天上完班回家休息喽，生活真的是一边苟且一边希望，回家看看老婆孩子又是充满活力无限...   \n",
       "976673                   7                 回复@我还想养只猫叫转转如果用PAINTER之类的软件画，那将很惊艳   \n",
       "408061                  15               就是突然刷到庆余年第二季要开拍了  就想到了你  天气变冷了  多加衣。   \n",
       "1309759                251                                                被删了   \n",
       "1084119                 58                                                 晚安   \n",
       "637344                 194                                              一切都好吧   \n",
       "568162                 175  亮哥，好像疫情又开始了，有点怕，但是为了孩子为了家，还是得工作，天黑出门天黑回家，男人没地方...   \n",
       "1190312                  5        李医生，奶奶要走了，身体状态越来越差，可我现在也没办法回去看她，希望能见到最后一面吧。   \n",
       "457125                 128                                李医生，据说害您蒙冤的新冠源头查清了。   \n",
       "933486                 178                                          恭喜恭喜，母子平安   \n",
       "106073                 502                                    结束了，再也不看核酸了，谢谢你   \n",
       "264547                  11                      我考研上岸了李医生，和你那离得不远，有机会去看看你，等我。   \n",
       "94900                   48                                           李医生，谢谢您！   \n",
       "52513                  538                                      不要指望一只狼去同情一只羊   \n",
       "957414                  25                                           恩公，你还好吗？   \n",
       "362116                 124                                        新的一年又要来了李医生   \n",
       "1058718               1896                                          李医生，过来看你了   \n",
       "227421                6431                                           这个社会还会好吗   \n",
       "1262930                338                                            南无阿弥陀佛🙏   \n",
       "513701                  41                                    思来想去，只有一条绝路摆我面前   \n",
       "434025                   6                                           好累，过来看看你   \n",
       "\n",
       "        Tree Hole  Tree Hole Probability Whaling Wall  \\\n",
       "1163047        No               0.848583          Yes   \n",
       "863634        Yes               0.991019           No   \n",
       "267883        Yes               0.627128          Yes   \n",
       "172625        Yes               0.996120           No   \n",
       "995099         No               0.990979          Yes   \n",
       "350079         No               0.996886          Yes   \n",
       "157091        Yes               0.996824           No   \n",
       "573205        Yes               0.991364          Yes   \n",
       "368007         No               0.990608          Yes   \n",
       "665361         No               0.984641          Yes   \n",
       "181562        Yes               0.994903           No   \n",
       "74814         Yes               0.994191           No   \n",
       "703211        Yes               0.934775          Yes   \n",
       "256243        Yes               0.996026           No   \n",
       "377252        Yes               0.560754          Yes   \n",
       "1178581        No               0.926662          Yes   \n",
       "878324        Yes               0.965744           No   \n",
       "941187        Yes               0.936636          Yes   \n",
       "425360        Yes               0.996276           No   \n",
       "1082472       Yes               0.969328           No   \n",
       "627261        Yes               0.984589           No   \n",
       "720813         No               0.994113          Yes   \n",
       "1321159        No               0.988923          Yes   \n",
       "318899        Yes               0.629818          Yes   \n",
       "198580        Yes               0.595323           No   \n",
       "238755        Yes               0.971892           No   \n",
       "1144218       Yes               0.996333           No   \n",
       "875593         No               0.956288          Yes   \n",
       "863562        Yes               0.996450           No   \n",
       "379096        Yes               0.997082           No   \n",
       "976673        Yes               0.959694           No   \n",
       "408061         No               0.854599          Yes   \n",
       "1309759       Yes               0.548535           No   \n",
       "1084119       Yes               0.675239          Yes   \n",
       "637344        Yes               0.831699           No   \n",
       "568162        Yes               0.994229          Yes   \n",
       "1190312       Yes               0.995661          Yes   \n",
       "457125         No               0.950492          Yes   \n",
       "933486         No               0.857179          Yes   \n",
       "106073         No               0.981630          Yes   \n",
       "264547        Yes               0.789237          Yes   \n",
       "94900          No               0.997189          Yes   \n",
       "52513         Yes               0.728919           No   \n",
       "957414         No               0.994319          Yes   \n",
       "362116         No               0.991835          Yes   \n",
       "1058718        No               0.996746          Yes   \n",
       "227421        Yes               0.974864           No   \n",
       "1262930        No               0.982655          Yes   \n",
       "513701        Yes               0.992897           No   \n",
       "434025         No               0.990230          Yes   \n",
       "\n",
       "         Whaling Wall Probability  \\\n",
       "1163047                  0.942512   \n",
       "863634                   0.638430   \n",
       "267883                   0.933326   \n",
       "172625                   0.966696   \n",
       "995099                   0.995196   \n",
       "350079                   0.994007   \n",
       "157091                   0.995529   \n",
       "573205                   0.723340   \n",
       "368007                   0.994117   \n",
       "665361                   0.994951   \n",
       "181562                   0.995524   \n",
       "74814                    0.993446   \n",
       "703211                   0.984024   \n",
       "256243                   0.991574   \n",
       "377252                   0.645333   \n",
       "1178581                  0.562210   \n",
       "878324                   0.988749   \n",
       "941187                   0.933877   \n",
       "425360                   0.557429   \n",
       "1082472                  0.959748   \n",
       "627261                   0.877103   \n",
       "720813                   0.996173   \n",
       "1321159                  0.630763   \n",
       "318899                   0.992365   \n",
       "198580                   0.925139   \n",
       "238755                   0.988741   \n",
       "1144218                  0.716887   \n",
       "875593                   0.983236   \n",
       "863562                   0.558965   \n",
       "379096                   0.896681   \n",
       "976673                   0.989804   \n",
       "408061                   0.969961   \n",
       "1309759                  0.987465   \n",
       "1084119                  0.994322   \n",
       "637344                   0.961953   \n",
       "568162                   0.781474   \n",
       "1190312                  0.553904   \n",
       "457125                   0.990335   \n",
       "933486                   0.991370   \n",
       "106073                   0.994074   \n",
       "264547                   0.704196   \n",
       "94900                    0.995595   \n",
       "52513                    0.982859   \n",
       "957414                   0.997276   \n",
       "362116                   0.971995   \n",
       "1058718                  0.997547   \n",
       "227421                   0.984402   \n",
       "1262930                  0.993190   \n",
       "513701                   0.994341   \n",
       "434025                   0.861130   \n",
       "\n",
       "                                            Comments_Split  \n",
       "1163047                    李医生,马上,春暖花开,我们,一起,看看,夏天,太阳,好不好,  \n",
       "863634                          李医生,你,知道吗,我,喜欢,的人,结婚,么,真快,  \n",
       "267883                                      李医生,疫情,啥时候,结束,  \n",
       "172625   我,破,锅,粘底,最后,我,生气,使劲,儿,铲,刚刚开始,小火,煎,耐心,哟,开始,粘,底,...  \n",
       "995099                                            李医生,夏,至,  \n",
       "350079                                            李医生,新年快乐  \n",
       "157091                               最近,天天,这么,早,上班,我,真是,牛,  \n",
       "573205   生活,好难,我,路,到底,在哪里,李医生,我,好,希望,毕业,前,自己,能有,满意,工作,就...  \n",
       "368007                                  李医生,今天,圣诞节,圣诞节,快乐,  \n",
       "665361                        李医生,就是,告诉,你,庆余年2,来了,开播,时,记得,  \n",
       "181562                                        天天,做,核酸,烦,烦,  \n",
       "74814                                                真的,困死  \n",
       "703211                                      李医生,一切,都会,好起来,  \n",
       "256243                  胖,太多,可是,管不住嘴, ,可是,我要,减肥, ,可是,我,饿了,  \n",
       "377252                                  李医生,生活,从来没有,善待,我们,  \n",
       "1178581                     每次,来看,你,都是,泪流满面,还是,不能,接受,你,天国,  \n",
       "878324                                               一切,努力  \n",
       "941187                                       好久没来,这次,没有,哭,  \n",
       "425360   李医生,我,好像,陷入,不想,努力,又不,安于现状,状态, ,之前,你,说,我,情绪,受到,...  \n",
       "1082472                                         清明节,今天,回家,  \n",
       "627261                                 早,李医生,做,实验,今天,元气满满,  \n",
       "720813                                               老李,想你  \n",
       "1321159                                      走好,心痛万分,痛定思痛,  \n",
       "318899                                                新年快乐  \n",
       "198580                                                  成都  \n",
       "238755                                         感受,不到,就是,没有  \n",
       "1144218               你好,我,还有,隔离,四天,    好,饿,没钱,    我,想,孩子,  \n",
       "875593                            李医生,生活,好像,好起来,你,照顾,好,自己,  \n",
       "863562   李叔叔,今年,中考,我,失利,职中,学,旅游管理,与,服务,我,以后,想,做,一名,法学生,...  \n",
       "379096   李医生,好,今天,上完班,回家,休息,喽,生活,真的,一边,苟且,一边,希望,回家,看看,老...  \n",
       "976673       回复,@,我,想,养,只,猫,叫,转转,如果,用,PAINTER,之类,软件,画,将,惊艳  \n",
       "408061          就是,突然,刷到,庆余年,第二季,开拍, ,想到,你, ,天气,变冷, ,多,加,衣  \n",
       "1309759                                                 被删  \n",
       "1084119                                                 晚安  \n",
       "637344                                                一切都好  \n",
       "568162   亮哥,好像,疫情,开始,有点,怕,但是,为了,孩子,为了,家,还是,得,工作,天黑,出门,天...  \n",
       "1190312      李医生,奶奶,走,身体,状态,越来越差,我,现在,没办法,回去,她,希望,见到,最后,一面  \n",
       "457125                             李医生,据说,害,您,蒙冤,新冠,源头,查清,  \n",
       "933486                                        恭喜,恭喜,母子,平安,  \n",
       "106073                                     结束,再也不,核酸,谢谢,你,  \n",
       "264547                   我,考研,上岸,李医生,你,离,得,不远,有机会,看看你,等,我,  \n",
       "94900                                              李医生,谢谢您  \n",
       "52513                                  不要,指望,一只,狼,同情,一只,羊,  \n",
       "957414                                            恩公,你,还好吗  \n",
       "362116                                      新的一年,又要,来了,李医生  \n",
       "1058718                                          李医生,过来,你,  \n",
       "227421                                         这个,社会,还会,好吗  \n",
       "1262930                                         南,无,阿弥陀佛,🙏  \n",
       "513701                               思来想去,只有,一条,绝路,摆,我,面前,  \n",
       "434025                                           好累,过来,看看你  "
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Comments_Split'] = df_Comments_split['Comments_Split']\n",
    "df.sample(n=50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('dataset/LiwenliangComments_Split.csv', index=False, encoding='utf-8')"
   ]
  }
 ],
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   "file_extension": ".py",
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