{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "# -*- coding: utf-8 -*-\n",
    "\n",
    "import urllib.request\n",
    "import json\n",
    "import time\n",
    "import random\n",
    "\n",
    "\n",
    "def crawlProductComment(url,page):\n",
    "\n",
    "    #读取原始数据(注意选择gbk编码方式)\n",
    "    html = urllib.request.urlopen(url).read().decode('gbk')\n",
    "    #从原始数据中提取出JSON格式数据(分别以'{'和'}'作为开始和结束标志)\n",
    "    jsondata = html[27:-2]\n",
    "    data = json.loads(jsondata)\n",
    "    \n",
    "    #遍历商品评论列表\n",
    "    for i in data['comments']:\n",
    "        productName = i['referenceName']\n",
    "        commentTime = i['creationTime']\n",
    "        content = i['content']\n",
    "\n",
    "        #保存爬取数据\n",
    "        print(content, file=file1)\n",
    "\n",
    "\n",
    "#生成爬取文件,文件名字可以根据商品设定\n",
    "output_path = 'AC-M7-SC.txt'\n",
    "\n",
    "with open(output_path, 'w', encoding='utf-8') as file1:\n",
    "    for i in range(0,20):\n",
    "        url = 'https://club.jd.com/comment/productPageComments.action?callback=fetchJSON_comment98vv56668&productId=100004787863&score=0&sortType=5&page=' + str(i) +'&pageSize=10&isShadowSku=0&fold=1'\n",
    "        crawlProductComment(url,i)\n",
    "        #设置间隔休眠时间\n",
    "        time.sleep(1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "正负面评论统计:\n",
      "积极    714\n",
      "消极    492\n",
      "中性    157\n",
      "Name: 分析结果, dtype: int64\n",
      "[('净化', 0.23098971932214318), ('净化器', 0.22976431331594324), ('噪音', 0.19578194790095577), ('效果', 0.16462106378461602), ('空气', 0.1385923967120409), ('小米', 0.12813441290481217), ('不错', 0.10460078030753338), ('外形', 0.09952304851859765), ('操作', 0.08506943873922787), ('设计', 0.07958504796378131), ('安装', 0.07552893990880216), ('米家', 0.07484203361581802), ('滤芯', 0.07234729916195742), ('难易', 0.07045766175005842), ('大小', 0.06579178042015026), ('颜值', 0.06236836134651502), ('声音', 0.05774935395843907), ('京东', 0.05729910820388146), ('睡眠', 0.051101240816842655), ('简单', 0.050413683195899416), ('模式', 0.04907970711913398), ('服务', 0.046821854147942404), ('家里', 0.04515133691486644), ('包装', 0.042279047561043406), ('甲醛', 0.03824907847904841), ('静音', 0.03762151363981637), ('app', 0.03742101680790901), ('性价比', 0.036587881371596416), ('满意', 0.034249512619482475), ('质量', 0.03386099978944908)]\n"
     ]
    },
    {
     "data": {
      "image/png": 
   "source": [
    "import jieba\n",
    "import PIL.Image as image\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from wordcloud import WordCloud\n",
    "from jieba import analyse\n",
    "from snownlp import SnowNLP\n",
    "import matplotlib.pyplot as plt\n",
    "f=open('AC-M7-SC.txt', encoding='UTF-8')\n",
    "txt=[]\n",
    "for line in f:\n",
    "    txt.append(line.strip())\n",
    "str=''''''\n",
    "for i in range(1,len(txt)):\n",
    "    str+=txt[i];\n",
    "analyse.set_stop_words(\"停用词.txt\")\n",
    "keywords = analyse.extract_tags(str, topK=30, withWeight=True)\n",
    "after_words=analyse.extract_tags(str, topK=2000)\n",
    "\n",
    "# 情感判定\n",
    "neg_count=0\n",
    "pos_count=0\n",
    "mid_count=0\n",
    "score_list=[]\n",
    "tag_list=[]\n",
    "wordsop=[]\n",
    "df = pd.DataFrame({'情感得分':[], '分析结果':[],'词汇':[]})\n",
    "for comment in after_words:\n",
    "    tag = ''\n",
    "    sentiments_score = SnowNLP(comment).sentiments\n",
    "    if sentiments_score < 0.5:\n",
    "        tag = '消极'\n",
    "        neg_count += 1\n",
    "    elif sentiments_score > 0.5:\n",
    "        tag = '积极'\n",
    "        pos_count += 1\n",
    "    else:\n",
    "        tag = '中性'\n",
    "        mid_count += 1\n",
    "    score_list.append(sentiments_score)  # 得分值\n",
    "    tag_list.append(tag)  # 判定结果   \n",
    "    wordsop.append(comment)\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']   #解决中文显示问题\n",
    "df['情感得分'] = score_list\n",
    "df['分析结果'] = tag_list\n",
    "df['词汇'] = wordsop\n",
    "grp =df['分析结果'].value_counts()\n",
    "print('正负面评论统计:')\n",
    "print(grp)\n",
    "grp.plot.pie(autopct='%.2f%%')  # 画饼图\n",
    "plt.savefig(\"饼状图.jpg\")\n",
    "print(keywords)\n",
    "\n",
    "\n",
    "backgroud_Image = np.array(image.open('拳头.png'))  # 读取背景图片\n",
    "wc = WordCloud(\n",
    "    background_color=\"white\",  # 背景颜色\n",
    "    width=1500,  # 图宽\n",
    "    height=1200,  # 图高\n",
    "    max_words=2000,  # 最多字数\n",
    "    font_path=\"C:\\Windows\\Fonts\\simhei.ttf\",  \n",
    "    mask=backgroud_Image,  # 背景图片\n",
    ")\n",
    "wc.generate_from_text(str)  # 生成词云图\n",
    "image_wd=wc.to_image()\n",
    "image_wd.show()\n",
    "image_wd.save('词云.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
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\n",
      "text/plain": [
       "<Figure size 936x936 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "data = pd.read_csv(\"corr.csv\",header=0, index_col=0)\n",
    "re_data = pd.DataFrame(data)\n",
    "\n",
    "\n",
    "rc = {'font.sans-serif': 'SimHei',\n",
    "      'axes.unicode_minus': False}\n",
    "sns.set(context='notebook', style='ticks', rc=rc,font_scale=1)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(13, 13))\n",
    "cmap = sns.diverging_palette(250,20,sep=20, as_cmap=True)\n",
    "sns.heatmap(data, annot=True,fmt='.2f',annot_kws={'size':8},cmap=cmap,square=1,cbar=True,cbar_kws={'label': '比例',\"shrink\": .65})\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
 

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