15. Python绘制词云图展示射雕英雄传高频词语.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Python绘制词云图展示射雕英雄传高频词语\n",
    "\n",
    "使用中文分词库Python库：jieba，自然语言处理必备，https://github.com/fxsjy/jieba"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install jieba\n",
    "import jieba\n",
    "import jieba.analyse\n",
    "import pandas as pd\n",
    "import pyecharts.options as opts\n",
    "from pyecharts.charts import WordCloud"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1、将小说文字分词"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "fin = open('射雕英雄传.txt', encoding='utf-8')\n",
    "# 读取txt全部文字\n",
    "txt = fin.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'金庸全集之《射雕英雄传》\\n作者:金庸\\nwww.qisuu.com整理制作，并提供下载\\n\\n第一回\\u3000风雪惊变\\n钱塘江浩浩江水，日日夜夜无穷无休的从临安牛家村边\\n绕过，东流入海。江畔一排数十株乌柏树，叶子似'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "txt[:100]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Building prefix dict from the default dictionary ...\n",
      "Loading model from cache C:\\Users\\ADMINI~1\\AppData\\Local\\Temp\\jieba.cache\n",
      "Loading model cost 0.830 seconds.\n",
      "Prefix dict has been built successfully.\n"
     ]
    }
   ],
   "source": [
    "# 使用TF/IDF提取关键词\n",
    "word_weights = jieba.analyse.extract_tags(\n",
    "    txt, topK=50, withWeight=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('郭靖', 0.12406614987375768),\n",
       " ('黄蓉', 0.08107809133266804),\n",
       " ('洪七公', 0.04578588205013813),\n",
       " ('欧阳锋', 0.04504888596079989),\n",
       " ('黄药师', 0.04142381491405629),\n",
       " ('甚么', 0.03466305753512821),\n",
       " ('周伯通', 0.03336783931722504),\n",
       " ('武功', 0.025145981206282777),\n",
       " ('黄蓉道', 0.02427480869257826),\n",
       " ('丘处机', 0.02422551966124222),\n",
       " ('郭靖道', 0.023537812603240022),\n",
       " ('师父', 0.022435410894692275),\n",
       " ('梅超风', 0.021280762079641663),\n",
       " ('欧阳克', 0.021050450801723464),\n",
       " ('说道', 0.019791592502254995),\n",
       " ('柯镇恶', 0.018378839977872347),\n",
       " ('裘千仞', 0.01768790614411775),\n",
       " ('爹爹', 0.016514737153921474),\n",
       " ('功夫', 0.0158321186453545),\n",
       " ('两人', 0.015501687226510798),\n",
       " ('心中', 0.014934863688623115),\n",
       " ('完颜洪烈', 0.014509610508846589),\n",
       " ('只见', 0.01427857030972316),\n",
       " ('杨康', 0.01404898795301019),\n",
       " ('穆念慈', 0.01386473893067563),\n",
       " ('铁木真', 0.01381099345239756),\n",
       " ('咱们', 0.013725115096530412),\n",
       " ('心想', 0.013719964709228427),\n",
       " ('一声', 0.013480558228988344),\n",
       " ('完颜康', 0.01340411637483923)]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "word_weights[:30]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2、绘制词云图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "word_cloud = (\n",
    "    WordCloud()\n",
    "    .add(series_name=\"高频词语\", \n",
    "         data_pair=word_weights, word_size_range=[10, 50])\n",
    "    .set_global_opts(\n",
    "        title_opts=opts.TitleOpts(\n",
    "            title=\"射雕英雄传-高频词云图\", \n",
    "            title_textstyle_opts=opts.TextStyleOpts(font_size=23),\n",
    "            pos_left='center')\n",
    "    )\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min', 'echarts-wordcloud':'https://assets.pyecharts.org/assets/echarts-wordcloud.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "        <div id=\"6e1db186d68347cd9df96b6b3a4150be\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "<script>\n",
       "        require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "                var chart_6e1db186d68347cd9df96b6b3a4150be = echarts.init(\n",
       "                    document.getElementById('6e1db186d68347cd9df96b6b3a4150be'), 'white', {renderer: 'canvas'});\n",
       "                var option_6e1db186d68347cd9df96b6b3a4150be = {\n",
       "    \"animation\": true,\n",
       "    \"animationThreshold\": 2000,\n",
       "    \"animationDuration\": 1000,\n",
       "    \"animationEasing\": \"cubicOut\",\n",
       "    \"animationDelay\": 0,\n",
       "    \"animationDurationUpdate\": 300,\n",
       "    \"animationEasingUpdate\": \"cubicOut\",\n",
       "    \"animationDelayUpdate\": 0,\n",
       "    \"color\": [\n",
       "        \"#c23531\",\n",
       "        \"#2f4554\",\n",
       "        \"#61a0a8\",\n",
       "        \"#d48265\",\n",
       "        \"#749f83\",\n",
       "        \"#ca8622\",\n",
       "        \"#bda29a\",\n",
       "        \"#6e7074\",\n",
       "        \"#546570\",\n",
       "        \"#c4ccd3\",\n",
       "        \"#f05b72\",\n",
       "        \"#ef5b9c\",\n",
       "        \"#f47920\",\n",
       "        \"#905a3d\",\n",
       "        \"#fab27b\",\n",
       "        \"#2a5caa\",\n",
       "        \"#444693\",\n",
       "        \"#726930\",\n",
       "        \"#b2d235\",\n",
       "        \"#6d8346\",\n",
       "        \"#ac6767\",\n",
       "        \"#1d953f\",\n",
       "        \"#6950a1\",\n",
       "        \"#918597\"\n",
       "    ],\n",
       "    \"series\": [\n",
       "        {\n",
       "            \"type\": \"wordCloud\",\n",
       "            \"name\": \"\\u9ad8\\u9891\\u8bcd\\u8bed\",\n",
       "            \"shape\": \"circle\",\n",
       "            \"rotationRange\": [\n",
       "                -90,\n",
       "                90\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                10,\n",
       "                50\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"\\u90ed\\u9756\",\n",
       "                    \"value\": 0.12406614987375768,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(113,124,140)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ec4\\u84c9\",\n",
       "                    \"value\": 0.08107809133266804,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(38,60,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6d2a\\u4e03\\u516c\",\n",
       "                    \"value\": 0.04578588205013813,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,2,155)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6b27\\u9633\\u950b\",\n",
       "                    \"value\": 0.04504888596079989,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(141,2,9)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ec4\\u836f\\u5e08\",\n",
       "                    \"value\": 0.04142381491405629,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,142,67)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u751a\\u4e48\",\n",
       "                    \"value\": 0.03466305753512821,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(27,68,38)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5468\\u4f2f\\u901a\",\n",
       "                    \"value\": 0.03336783931722504,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(105,62,130)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6b66\\u529f\",\n",
       "                    \"value\": 0.025145981206282777,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(74,60,85)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ec4\\u84c9\\u9053\",\n",
       "                    \"value\": 0.02427480869257826,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(34,107,153)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e18\\u5904\\u673a\",\n",
       "                    \"value\": 0.02422551966124222,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(44,17,95)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u90ed\\u9756\\u9053\",\n",
       "                    \"value\": 0.023537812603240022,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(21,81,30)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e08\\u7236\",\n",
       "                    \"value\": 0.022435410894692275,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(31,5,91)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6885\\u8d85\\u98ce\",\n",
       "                    \"value\": 0.021280762079641663,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(120,57,3)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6b27\\u9633\\u514b\",\n",
       "                    \"value\": 0.021050450801723464,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(65,23,96)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8bf4\\u9053\",\n",
       "                    \"value\": 0.019791592502254995,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(109,152,93)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u67ef\\u9547\\u6076\",\n",
       "                    \"value\": 0.018378839977872347,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(56,34,106)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u88d8\\u5343\\u4ede\",\n",
       "                    \"value\": 0.01768790614411775,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(66,64,118)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7239\\u7239\",\n",
       "                    \"value\": 0.016514737153921474,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(149,147,135)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u529f\\u592b\",\n",
       "                    \"value\": 0.0158321186453545,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(54,14,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e24\\u4eba\",\n",
       "                    \"value\": 0.015501687226510798,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(144,6,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5fc3\\u4e2d\",\n",
       "                    \"value\": 0.014934863688623115,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(90,138,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b8c\\u989c\\u6d2a\\u70c8\",\n",
       "                    \"value\": 0.014509610508846589,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(71,128,118)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u53ea\\u89c1\",\n",
       "                    \"value\": 0.01427857030972316,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(88,18,88)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6768\\u5eb7\",\n",
       "                    \"value\": 0.01404898795301019,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(72,51,116)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7a46\\u5ff5\\u6148\",\n",
       "                    \"value\": 0.01386473893067563,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,67,85)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u94c1\\u6728\\u771f\",\n",
       "                    \"value\": 0.01381099345239756,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(19,15,12)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u54b1\\u4eec\",\n",
       "                    \"value\": 0.013725115096530412,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(8,88,126)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5fc3\\u60f3\",\n",
       "                    \"value\": 0.013719964709228427,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(74,119,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e00\\u58f0\",\n",
       "                    \"value\": 0.013480558228988344,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(116,0,139)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b8c\\u989c\\u5eb7\",\n",
       "                    \"value\": 0.01340411637483923,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(23,127,127)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5f53\\u4e0b\",\n",
       "                    \"value\": 0.01313530911532934,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,51,10)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u81ea\\u5df1\",\n",
       "                    \"value\": 0.012990726351735912,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(146,141,10)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e0d\\u77e5\",\n",
       "                    \"value\": 0.011597331151213208,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(117,113,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5f6d\\u8fde\\u864e\",\n",
       "                    \"value\": 0.011423439384742712,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(38,159,77)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9646\\u51a0\\u82f1\",\n",
       "                    \"value\": 0.011285252617991792,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(150,115,2)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u53eb\\u5316\",\n",
       "                    \"value\": 0.011040354948474001,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(139,14,0)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e00\\u4e2a\",\n",
       "                    \"value\": 0.010845294165171826,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(62,75,96)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6768\\u94c1\\u5fc3\",\n",
       "                    \"value\": 0.010824630062155392,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(38,32,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6210\\u5409\\u601d\\u6c57\",\n",
       "                    \"value\": 0.01067009365275535,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(4,60,81)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6881\\u5b50\\u7fc1\",\n",
       "                    \"value\": 0.010410069761902632,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(90,117,129)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u516d\\u602a\",\n",
       "                    \"value\": 0.010317945250735353,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(40,159,78)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e2e\\u4e3b\",\n",
       "                    \"value\": 0.010125880868048625,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(97,53,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6843\\u82b1\\u5c9b\",\n",
       "                    \"value\": 0.010015707788637371,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(23,96,94)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u62d6\\u96f7\",\n",
       "                    \"value\": 0.010005547582468646,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,26,109)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e4b\\u4e2d\",\n",
       "                    \"value\": 0.009913578619883907,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(7,74,0)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6731\\u806a\",\n",
       "                    \"value\": 0.009811260439315312,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(86,3,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u738b\\u5904\\u4e00\",\n",
       "                    \"value\": 0.009755891830916833,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(36,120,32)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8eab\\u5b50\",\n",
       "                    \"value\": 0.009708391387986515,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(42,111,32)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8fd9\\u65f6\",\n",
       "                    \"value\": 0.009659890467138228,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(47,138,45)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5de6\\u624b\",\n",
       "                    \"value\": 0.009589398734312868,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(24,1,159)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ],\n",
       "            \"drawOutOfBound\": false,\n",
       "            \"textStyle\": {\n",
       "                \"emphasis\": {}\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true,\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"itemWidth\": 25,\n",
       "            \"itemHeight\": 14\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": true,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u5c04\\u96d5\\u82f1\\u96c4\\u4f20-\\u9ad8\\u9891\\u8bcd\\u4e91\\u56fe\",\n",
       "            \"left\": \"center\",\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"textStyle\": {\n",
       "                \"fontSize\": 23\n",
       "            }\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "                chart_6e1db186d68347cd9df96b6b3a4150be.setOption(option_6e1db186d68347cd9df96b6b3a4150be);\n",
       "        });\n",
       "    </script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x2d8bb4f1188>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "word_cloud.render_notebook()"
   ]
  },
  {
   "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": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}