boss_spider/boss_job.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from pyecharts.charts import Bar, Geo, WordCloud\n",
    "from pyecharts import options as opts\n",
    "from pyecharts.globals import ChartType, SymbolType"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "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>company_name</th>\n",
       "      <th>uri</th>\n",
       "      <th>salary</th>\n",
       "      <th>site</th>\n",
       "      <th>year</th>\n",
       "      <th>edu</th>\n",
       "      <th>job_name</th>\n",
       "      <th>city</th>\n",
       "      <th>job_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>中国电信云</td>\n",
       "      <td>https://www.zhipin.com/job_detail/11266fc18dc1...</td>\n",
       "      <td>20-40K·17薪</td>\n",
       "      <td>北京 海淀区 西山</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>Python</td>\n",
       "      <td>beijing</td>\n",
       "      <td>python</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>奇虎360</td>\n",
       "      <td>https://www.zhipin.com/job_detail/2a3103941dc2...</td>\n",
       "      <td>20-40K·15薪</td>\n",
       "      <td>北京 朝阳区 酒仙桥</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>大专</td>\n",
       "      <td>Python</td>\n",
       "      <td>beijing</td>\n",
       "      <td>python</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>VIPKID</td>\n",
       "      <td>https://www.zhipin.com/job_detail/2dd7f2760947...</td>\n",
       "      <td>20-40K·14薪</td>\n",
       "      <td>北京 朝阳区 十里堡</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>Python</td>\n",
       "      <td>beijing</td>\n",
       "      <td>python</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>天阳科技</td>\n",
       "      <td>https://www.zhipin.com/job_detail/a0c8485a448b...</td>\n",
       "      <td>12-24K</td>\n",
       "      <td>北京 石景山区 八宝山</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>本科</td>\n",
       "      <td>python工程师</td>\n",
       "      <td>beijing</td>\n",
       "      <td>python</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>武汉佰钧成</td>\n",
       "      <td>https://www.zhipin.com/job_detail/d6627bf7c1e2...</td>\n",
       "      <td>12-17K</td>\n",
       "      <td>北京 朝阳区 三元桥</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>大专</td>\n",
       "      <td>python开发</td>\n",
       "      <td>beijing</td>\n",
       "      <td>python</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1162</td>\n",
       "      <td>长城汽车</td>\n",
       "      <td>https://www.zhipin.com/job_detail/2b411ce0f3c5...</td>\n",
       "      <td>25-45K</td>\n",
       "      <td>北京 昌平区 回龙观</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>中台产品经理</td>\n",
       "      <td>beijing</td>\n",
       "      <td>产品经理</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1163</td>\n",
       "      <td>阿里巴巴大文娱</td>\n",
       "      <td>https://www.zhipin.com/job_detail/50b422b16fed...</td>\n",
       "      <td>30-35K</td>\n",
       "      <td>北京 朝阳区 望京</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>文娱-用户产品经理</td>\n",
       "      <td>beijing</td>\n",
       "      <td>产品经理</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1164</td>\n",
       "      <td>蜜蜂汇金</td>\n",
       "      <td>https://www.zhipin.com/job_detail/5acea2f72e02...</td>\n",
       "      <td>22-23K·15薪</td>\n",
       "      <td>北京 朝阳区 四惠</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>数据产品经理</td>\n",
       "      <td>beijing</td>\n",
       "      <td>产品经理</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1165</td>\n",
       "      <td>辰安科技</td>\n",
       "      <td>https://www.zhipin.com/job_detail/0e5135f50497...</td>\n",
       "      <td>20-25K</td>\n",
       "      <td>北京 海淀区 西北旺</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>beijing</td>\n",
       "      <td>产品经理</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1166</td>\n",
       "      <td>便利蜂</td>\n",
       "      <td>https://www.zhipin.com/job_detail/9c6084ff2872...</td>\n",
       "      <td>25-50K·14薪</td>\n",
       "      <td>北京 朝阳区 太阳宫</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>高级策略产品经理</td>\n",
       "      <td>beijing</td>\n",
       "      <td>产品经理</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1167 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     company_name                                                uri  \\\n",
       "0           中国电信云  https://www.zhipin.com/job_detail/11266fc18dc1...   \n",
       "1           奇虎360  https://www.zhipin.com/job_detail/2a3103941dc2...   \n",
       "2          VIPKID  https://www.zhipin.com/job_detail/2dd7f2760947...   \n",
       "3            天阳科技  https://www.zhipin.com/job_detail/a0c8485a448b...   \n",
       "4           武汉佰钧成  https://www.zhipin.com/job_detail/d6627bf7c1e2...   \n",
       "...           ...                                                ...   \n",
       "1162         长城汽车  https://www.zhipin.com/job_detail/2b411ce0f3c5...   \n",
       "1163      阿里巴巴大文娱  https://www.zhipin.com/job_detail/50b422b16fed...   \n",
       "1164         蜜蜂汇金  https://www.zhipin.com/job_detail/5acea2f72e02...   \n",
       "1165         辰安科技  https://www.zhipin.com/job_detail/0e5135f50497...   \n",
       "1166          便利蜂  https://www.zhipin.com/job_detail/9c6084ff2872...   \n",
       "\n",
       "          salary         site   year edu   job_name     city job_type  \n",
       "0     20-40K·17薪    北京 海淀区 西山   经验不限  本科     Python  beijing   python  \n",
       "1     20-40K·15薪   北京 朝阳区 酒仙桥   3-5年  大专     Python  beijing   python  \n",
       "2     20-40K·14薪   北京 朝阳区 十里堡  5-10年  本科     Python  beijing   python  \n",
       "3         12-24K  北京 石景山区 八宝山   1-3年  本科  python工程师  beijing   python  \n",
       "4         12-17K   北京 朝阳区 三元桥   3-5年  大专   python开发  beijing   python  \n",
       "...          ...          ...    ...  ..        ...      ...      ...  \n",
       "1162      25-45K   北京 昌平区 回龙观  5-10年  本科     中台产品经理  beijing     产品经理  \n",
       "1163      30-35K    北京 朝阳区 望京   3-5年  本科  文娱-用户产品经理  beijing     产品经理  \n",
       "1164  22-23K·15薪    北京 朝阳区 四惠   3-5年  本科     数据产品经理  beijing     产品经理  \n",
       "1165      20-25K   北京 海淀区 西北旺  5-10年  本科       产品经理  beijing     产品经理  \n",
       "1166  25-50K·14薪   北京 朝阳区 太阳宫   3-5年  本科   高级策略产品经理  beijing     产品经理  \n",
       "\n",
       "[1167 rows x 9 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "beijing = pd.read_csv(\"beijing_data.csv\")\n",
    "beijing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "shanghai = pd.read_csv(\"shanghai_data.csv\")\n",
    "shenzhen = pd.read_csv(\"shenzhen_data.csv\")\n",
    "guangzhou = pd.read_csv(\"guangzhou_data.csv\")\n",
    "hangzhou = pd.read_csv(\"hangzhou_data.csv\")\n",
    "nanjing = pd.read_csv(\"nanjing_data.csv\")\n",
    "wuhan = pd.read_csv(\"wuhan_data.csv\")\n",
    "xian = pd.read_csv(\"xian_data.csv\")\n",
    "chengdu = pd.read_csv(\"chengdu_data.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# beijing\n",
    "beijing_python = beijing[beijing['job_type'] == 'python']['salary'].value_counts()\n",
    "beijing_java = beijing[beijing['job_type'] == 'java']['salary'].value_counts()\n",
    "beijing_dataanalyse = beijing[beijing['job_type'] == '数据分析']['salary'].value_counts()\n",
    "beijing_product = beijing[beijing['job_type'] == '产品经理']['salary'].value_counts()\n",
    "# shanghai\n",
    "shanghai_python = shanghai[shanghai['job_type'] == 'python']['salary'].value_counts()\n",
    "shanghai_java = shanghai[shanghai['job_type'] == 'java']['salary'].value_counts()\n",
    "shanghai_dataanalyse = shanghai[shanghai['job_type'] == '数据分析']['salary'].value_counts()\n",
    "shanghai_product = shanghai[shanghai['job_type'] == '产品经理']['salary'].value_counts()\n",
    "\n",
    "# nanjing\n",
    "nanjing_python = nanjing[nanjing['job_type'] == 'python']['salary'].value_counts()\n",
    "nanjing_java = nanjing[nanjing['job_type'] == 'java']['salary'].value_counts()\n",
    "nanjing_dataanalyse = nanjing[nanjing['job_type'] == '数据分析']['salary'].value_counts()\n",
    "nanjing_product = nanjing[nanjing['job_type'] == '产品经理']['salary'].value_counts()\n",
    "# hangzhou\n",
    "hangzhou_python = hangzhou[hangzhou['job_type'] == 'python']['salary'].value_counts()\n",
    "hangzhou_java = hangzhou[hangzhou['job_type'] == 'java']['salary'].value_counts()\n",
    "hangzhou_dataanalyse = hangzhou[hangzhou['job_type'] == '数据分析']['salary'].value_counts()\n",
    "hangzhou_product = hangzhou[hangzhou['job_type'] == '产品经理']['salary'].value_counts()\n",
    "\n",
    "# shenzhen\n",
    "shenzhen_python = shenzhen[shenzhen['job_type'] == 'python']['salary'].value_counts()\n",
    "shenzhen_java = shenzhen[shenzhen['job_type'] == 'java']['salary'].value_counts()\n",
    "shenzhen_dataanalyse = shenzhen[shenzhen['job_type'] == '数据分析']['salary'].value_counts()\n",
    "shenzhen_product = shenzhen[shenzhen['job_type'] == '产品经理']['salary'].value_counts()\n",
    "# guangzhou\n",
    "guangzhou_python = guangzhou[guangzhou['job_type'] == 'python']['salary'].value_counts()\n",
    "guangzhou_java = guangzhou[guangzhou['job_type'] == 'java']['salary'].value_counts()\n",
    "guangzhou_dataanalyse = guangzhou[guangzhou['job_type'] == '数据分析']['salary'].value_counts()\n",
    "guangzhou_product = guangzhou[guangzhou['job_type'] == '产品经理']['salary'].value_counts()\n",
    "\n",
    "# wuhan\n",
    "wuhan_python = wuhan[wuhan['job_type'] == 'python']['salary'].value_counts()\n",
    "wuhan_java = wuhan[wuhan['job_type'] == 'java']['salary'].value_counts()\n",
    "wuhan_dataanalyse = wuhan[wuhan['job_type'] == '数据分析']['salary'].value_counts()\n",
    "wuhan_product = wuhan[wuhan['job_type'] == '产品经理']['salary'].value_counts()\n",
    "# xian\n",
    "xian_python = xian[xian['job_type'] == 'python']['salary'].value_counts()\n",
    "xian_java = xian[xian['job_type'] == 'java']['salary'].value_counts()\n",
    "xian_dataanalyse = xian[xian['job_type'] == '数据分析']['salary'].value_counts()\n",
    "xian_product = xian[xian['job_type'] == '产品经理']['salary'].value_counts()\n",
    "\n",
    "# chengdu\n",
    "chengdu_python = chengdu[chengdu['job_type'] == 'python']['salary'].value_counts()\n",
    "chengdu_java = chengdu[chengdu['job_type'] == 'java']['salary'].value_counts()\n",
    "chengdu_dataanalyse = chengdu[chengdu['job_type'] == '数据分析']['salary'].value_counts()\n",
    "chengdu_product = chengdu[chengdu['job_type'] == '产品经理']['salary'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10-15K        9\n",
       "5-10K         8\n",
       "9-14K         6\n",
       "6-11K         5\n",
       "15-30K        5\n",
       "6-10K         5\n",
       "8-13K         5\n",
       "7-12K         4\n",
       "10-20K        4\n",
       "8-10K         3\n",
       "6-8K          3\n",
       "15-20K        3\n",
       "15-25K        3\n",
       "6-12K         3\n",
       "6-7K          2\n",
       "11-18K        2\n",
       "5-8K          2\n",
       "4-7K          2\n",
       "8-16K         2\n",
       "9-18K         2\n",
       "8-12K         2\n",
       "3-8K          2\n",
       "2-4K          2\n",
       "8-15K         2\n",
       "12-24K·13薪    1\n",
       "11-20K        1\n",
       "14-17K        1\n",
       "20-30K        1\n",
       "7-8K          1\n",
       "15-18K        1\n",
       "7-11K         1\n",
       "4-5K          1\n",
       "18-20K        1\n",
       "7-12K·13薪     1\n",
       "5-9K          1\n",
       "16-30K        1\n",
       "9-12K         1\n",
       "13-26K·13薪    1\n",
       "24-36K        1\n",
       "7-14K         1\n",
       "11-12K        1\n",
       "5-8K·13薪      1\n",
       "17-30K        1\n",
       "10-16K        1\n",
       "5-9K·13薪      1\n",
       "8-11K         1\n",
       "7-9K          1\n",
       "4-8K          1\n",
       "11-22K        1\n",
       "5-6K          1\n",
       "18-35K        1\n",
       "17-34K        1\n",
       "3-7K          1\n",
       "3-6K          1\n",
       "19-25K        1\n",
       "4-6K          1\n",
       "1-2K          1\n",
       "12-17K        1\n",
       "Name: salary, dtype: int64"
      ]
     },
     "execution_count": 106,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xian_python\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10-15K       32\n",
       "8-13K        20\n",
       "8-12K        15\n",
       "9-14K        14\n",
       "7-12K         9\n",
       "             ..\n",
       "20-40K        1\n",
       "4-8K          1\n",
       "13-18K        1\n",
       "5-6K          1\n",
       "7-12K·14薪     1\n",
       "Name: salary, Length: 97, dtype: int64"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xian_java"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4-8K          18\n",
       "3-6K          16\n",
       "3-5K          14\n",
       "3-4K          13\n",
       "5-10K         12\n",
       "5-8K          11\n",
       "4-5K          10\n",
       "4-6K          10\n",
       "5-6K           6\n",
       "10-15K         6\n",
       "6-10K          6\n",
       "6-11K          5\n",
       "8-12K          5\n",
       "4-7K           4\n",
       "8-10K          4\n",
       "6-8K           3\n",
       "8-13K          3\n",
       "6-12K          2\n",
       "20-40K         2\n",
       "3-8K           2\n",
       "2-4K           2\n",
       "8-9K           2\n",
       "6-7K           2\n",
       "10-15K·13薪     2\n",
       "4-9K           2\n",
       "15-18K         2\n",
       "8-16K          2\n",
       "22-26K         1\n",
       "4-9K·14薪       1\n",
       "4-6K·13薪       1\n",
       "8-13K·13薪      1\n",
       "10-18K         1\n",
       "12-24K         1\n",
       "10-12K         1\n",
       "25-50K         1\n",
       "14-15K         1\n",
       "10-11K         1\n",
       "5-10K·13薪      1\n",
       "7-12K          1\n",
       "7-14K          1\n",
       "15-20K         1\n",
       "12-20K         1\n",
       "25-26K·24薪     1\n",
       "5-9K           1\n",
       "11-17K         1\n",
       "9-10K          1\n",
       "10-20K         1\n",
       "15-30K         1\n",
       "2-3K           1\n",
       "9-13K          1\n",
       "Name: salary, dtype: int64"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xian_dataanalyse\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10-15K        31\n",
       "8-12K         17\n",
       "8-13K         17\n",
       "5-10K         17\n",
       "7-12K         14\n",
       "              ..\n",
       "7-12K·13薪      1\n",
       "6-9K           1\n",
       "6-7K           1\n",
       "12-22K·13薪     1\n",
       "13-22K         1\n",
       "Name: salary, Length: 71, dtype: int64"
      ]
     },
     "execution_count": 109,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xian_product"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "    <div id=\"6355c1ecb4054c0097ecc4390e71070b\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts'], function(echarts) {\n",
       "        var chart_6355c1ecb4054c0097ecc4390e71070b = echarts.init(\n",
       "            document.getElementById('6355c1ecb4054c0097ecc4390e71070b'), 'white', {renderer: 'canvas'});\n",
       "        var option_6355c1ecb4054c0097ecc4390e71070b = {\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\": \"bar\",\n",
       "            \"name\": \"\\u5317\\u4eac\",\n",
       "            \"data\": [\n",
       "                \"25.1\",\n",
       "                \"14.7\",\n",
       "                \"24.6\",\n",
       "                \"32.7\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u4e0a\\u6d77\",\n",
       "            \"data\": [\n",
       "                \"24.5\",\n",
       "                \"32.4\",\n",
       "                \"15.8\",\n",
       "                \"23.3\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u5e7f\\u5dde\",\n",
       "            \"data\": [\n",
       "                \"14.5\",\n",
       "                \"16.5\",\n",
       "                \"14.6\",\n",
       "                \"17.2\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u6df1\\u5733\",\n",
       "            \"data\": [\n",
       "                \"25.3\",\n",
       "                \"14.5\",\n",
       "                \"32.6\",\n",
       "                \"25.9\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u6210\\u90fd\",\n",
       "            \"data\": [\n",
       "                \"13.9\",\n",
       "                \"15.9\",\n",
       "                \"5.5\",\n",
       "                \"16.1\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u676d\\u5dde\",\n",
       "            \"data\": [\n",
       "                \"14.9\",\n",
       "                \"32.8\",\n",
       "                \"14.6\",\n",
       "                \"24.9\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u5357\\u4eac\",\n",
       "            \"data\": [\n",
       "                \"14.4\",\n",
       "                \"15.4\",\n",
       "                \"9.2\",\n",
       "                \"25\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u6b66\\u6c49\",\n",
       "            \"data\": [\n",
       "                \"12.4\",\n",
       "                \"15.3\",\n",
       "                \"5.6\",\n",
       "                \"18\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        },\n",
       "        {\n",
       "            \"type\": \"bar\",\n",
       "            \"name\": \"\\u897f\\u5b89\",\n",
       "            \"data\": [\n",
       "                \"13.4\",\n",
       "                \"15.7\",\n",
       "                \"7.8\",\n",
       "                \"15.6\"\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\\u5317\\u4eac\",\n",
       "                \"\\u4e0a\\u6d77\",\n",
       "                \"\\u5e7f\\u5dde\",\n",
       "                \"\\u6df1\\u5733\",\n",
       "                \"\\u6210\\u90fd\",\n",
       "                \"\\u676d\\u5dde\",\n",
       "                \"\\u5357\\u4eac\",\n",
       "                \"\\u6b66\\u6c49\",\n",
       "                \"\\u897f\\u5b89\"\n",
       "            ],\n",
       "            \"selected\": {\n",
       "                \"\\u5317\\u4eac\": true,\n",
       "                \"\\u4e0a\\u6d77\": true,\n",
       "                \"\\u5e7f\\u5dde\": true,\n",
       "                \"\\u6df1\\u5733\": true,\n",
       "                \"\\u6210\\u90fd\": true,\n",
       "                \"\\u676d\\u5dde\": true,\n",
       "                \"\\u5357\\u4eac\": true,\n",
       "                \"\\u6b66\\u6c49\": true,\n",
       "                \"\\u897f\\u5b89\": true\n",
       "            },\n",
       "            \"show\": true\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",
       "    \"xAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"rotate\": -30,\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            },\n",
       "            \"data\": [\n",
       "                \"Python\",\n",
       "                \"Java\",\n",
       "                \"\\u6570\\u636e\\u5206\\u6790\",\n",
       "                \"\\u4ea7\\u54c1\\u7ecf\\u7406\"\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"yAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8,\n",
       "                \"formatter\": \"{value}K\"\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u62db\\u8058\\u666e\\u904d\\u85aa\\u8d44\\u5206\\u5e03\"\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "        chart_6355c1ecb4054c0097ecc4390e71070b.setOption(option_6355c1ecb4054c0097ecc4390e71070b);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x114cff90>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bar = Bar()\n",
    "bar.add_xaxis(['Python', 'Java', '数据分析', '产品经理'])\n",
    "bar.add_yaxis(\"北京\", ['25.1', '14.7', '24.6', '32.7'])\n",
    "bar.add_yaxis(\"上海\", ['24.5', '32.4', '15.8', '23.3'])\n",
    "bar.add_yaxis(\"广州\", ['14.5', '16.5', '14.6', '17.2'])\n",
    "bar.add_yaxis(\"深圳\", ['25.3', '14.5', '32.6', '25.9'])\n",
    "bar.add_yaxis(\"成都\", ['13.9', '15.9', '5.5', '16.1'])\n",
    "bar.add_yaxis(\"杭州\", ['14.9', '32.8', '14.6', '24.9'])\n",
    "bar.add_yaxis(\"南京\", ['14.4', '15.4', '9.2', '25'])\n",
    "bar.add_yaxis(\"武汉\", ['12.4', '15.3', '5.6', '18'])\n",
    "bar.add_yaxis(\"西安\", ['13.4', '15.7', '7.8', '15.6'])\n",
    "bar.set_global_opts(\n",
    "    xaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(rotate=-30)),\n",
    "    title_opts=opts.TitleOpts(title=\"招聘普遍薪资分布\", subtitle=\"\"),\n",
    "    yaxis_opts=opts.AxisOpts(\n",
    "                axislabel_opts=opts.LabelOpts(formatter=\"{value}K\")\n",
    "            ),\n",
    "    # datazoom_opts=opts.DataZoomOpts(),\n",
    ")\n",
    "bar.set_series_opts(\n",
    "    label_opts=opts.LabelOpts(is_show=True)\n",
    ")\n",
    "bar.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "provinces = ['北京', '上海', '广州', '深圳', '成都', '杭州', '南京', '武汉', '西安']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "Python_values = [\n",
    "    '25.1',\n",
    "'24.5',\n",
    "'14.5',\n",
    "'25.3',\n",
    "'13.9',\n",
    "'14.9',\n",
    "'14.4',\n",
    "'12.4',\n",
    "'13.4'\n",
    "]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "Java_values = [\n",
    "    '14.7',\n",
    "'32.4',\n",
    "'16.5',\n",
    "'14.5',\n",
    "'15.9',\n",
    "'32.8',\n",
    "'15.4',\n",
    "'15.3',\n",
    "'15.7'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataanalyse_values = [\n",
    "    '24.6',\n",
    "'15.8',\n",
    "'14.6',\n",
    "'32.6',\n",
    "'5.5',\n",
    "'14.6',\n",
    "'9.2',\n",
    "'5.6',\n",
    "'7.8'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "product_values = [\n",
    "'32.7',\n",
    "'23.3',\n",
    "'17.2',\n",
    "'25.9',\n",
    "'16.1',\n",
    "'24.9',\n",
    "'25',\n",
    "'18',\n",
    "'15.6'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[24.275000000000002,\n",
       " 24.0,\n",
       " 15.7,\n",
       " 24.575000000000003,\n",
       " 12.85,\n",
       " 21.799999999999997,\n",
       " 16.0,\n",
       " 12.825000000000001,\n",
       " 13.125]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "total_values = [(float(Python_values[i]) + float(Java_values[i]) + float(dataanalyse_values[i]) + float(product_values[i]))/4 for i in range(0, len(Python_values))]\n",
    "total_values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geo_base() -> Geo:\n",
    "    c = (\n",
    "        Geo()\n",
    "        .add_schema(maptype=\"china\")\n",
    "        .add(\"\", [list(z) for z in zip(provinces, Python_values)])\n",
    "        .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n",
    "        .set_global_opts(\n",
    "            visualmap_opts=opts.VisualMapOpts(is_piecewise=True, max_=26, min_=12),\n",
    "            title_opts=opts.TitleOpts(title=\"Python 需求情况\"),\n",
    "        )\n",
    "    )\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min', 'china':'https://assets.pyecharts.org/assets/maps/china'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "    <div id=\"87c34001a7f745399819fb66784d19a3\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'china'], function(echarts) {\n",
       "        var chart_87c34001a7f745399819fb66784d19a3 = echarts.init(\n",
       "            document.getElementById('87c34001a7f745399819fb66784d19a3'), 'white', {renderer: 'canvas'});\n",
       "        var option_87c34001a7f745399819fb66784d19a3 = {\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\": \"scatter\",\n",
       "            \"coordinateSystem\": \"geo\",\n",
       "            \"symbolSize\": 12,\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"\\u5317\\u4eac\",\n",
       "                    \"value\": [\n",
       "                        116.407526,\n",
       "                        39.90403,\n",
       "                        \"25.1\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e0a\\u6d77\",\n",
       "                    \"value\": [\n",
       "                        121.473701,\n",
       "                        31.230416,\n",
       "                        \"24.5\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e7f\\u5dde\",\n",
       "                    \"value\": [\n",
       "                        113.23,\n",
       "                        23.16,\n",
       "                        \"14.5\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6df1\\u5733\",\n",
       "                    \"value\": [\n",
       "                        114.07,\n",
       "                        22.62,\n",
       "                        \"25.3\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6210\\u90fd\",\n",
       "                    \"value\": [\n",
       "                        104.06,\n",
       "                        30.67,\n",
       "                        \"13.9\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u676d\\u5dde\",\n",
       "                    \"value\": [\n",
       "                        120.19,\n",
       "                        30.26,\n",
       "                        \"14.9\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5357\\u4eac\",\n",
       "                    \"value\": [\n",
       "                        118.78,\n",
       "                        32.04,\n",
       "                        \"14.4\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6b66\\u6c49\",\n",
       "                    \"value\": [\n",
       "                        114.31,\n",
       "                        30.52,\n",
       "                        \"12.4\"\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u897f\\u5b89\",\n",
       "                    \"value\": [\n",
       "                        108.95,\n",
       "                        34.27,\n",
       "                        \"13.4\"\n",
       "                    ]\n",
       "                }\n",
       "            ],\n",
       "            \"label\": {\n",
       "                \"show\": false,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\"\n",
       "            ],\n",
       "            \"selected\": {\n",
       "                \"\": true\n",
       "            },\n",
       "            \"show\": true\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": true,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"formatter\": function (params) {        return params.name + ' : ' + params.value[2];    },\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"Python \\u9700\\u6c42\\u60c5\\u51b5\"\n",
       "        }\n",
       "    ],\n",
       "    \"visualMap\": {\n",
       "        \"type\": \"piecewise\",\n",
       "        \"min\": 12,\n",
       "        \"max\": 26,\n",
       "        \"inRange\": {\n",
       "            \"color\": [\n",
       "                \"#50a3ba\",\n",
       "                \"#eac763\",\n",
       "                \"#d94e5d\"\n",
       "            ]\n",
       "        },\n",
       "        \"calculable\": true,\n",
       "        \"splitNumber\": 5,\n",
       "        \"orient\": \"vertical\",\n",
       "        \"showLabel\": true\n",
       "    },\n",
       "    \"geo\": {\n",
       "        \"map\": \"china\",\n",
       "        \"roam\": true,\n",
       "        \"emphasis\": {}\n",
       "    }\n",
       "};\n",
       "        chart_87c34001a7f745399819fb66784d19a3.setOption(option_87c34001a7f745399819fb66784d19a3);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x115236f0>"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_base().render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geo_heatmap() -> Geo:\n",
    "    c = (\n",
    "        Geo()\n",
    "        .add_schema(maptype=\"china\")\n",
    "        .add(\"\", [list(z) for z in zip(provinces, total_values)], type_=ChartType.HEATMAP,)\n",
    "        .set_series_opts(label_opts=opts.LabelOpts(is_show=False))\n",
    "        .set_global_opts(\n",
    "            visualmap_opts=opts.VisualMapOpts(is_piecewise=False, max_=25, min_=12),\n",
    "            title_opts=opts.TitleOpts(title=\"需求热力图\"),\n",
    "        )\n",
    "    )\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min', 'china':'https://assets.pyecharts.org/assets/maps/china'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "    <div id=\"eda7cf36d5b44c4c91ab9ba93bd2f27b\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'china'], function(echarts) {\n",
       "        var chart_eda7cf36d5b44c4c91ab9ba93bd2f27b = echarts.init(\n",
       "            document.getElementById('eda7cf36d5b44c4c91ab9ba93bd2f27b'), 'white', {renderer: 'canvas'});\n",
       "        var option_eda7cf36d5b44c4c91ab9ba93bd2f27b = {\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\": \"heatmap\",\n",
       "            \"coordinateSystem\": \"geo\",\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"\\u5317\\u4eac\",\n",
       "                    \"value\": [\n",
       "                        116.407526,\n",
       "                        39.90403,\n",
       "                        24.275000000000002\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e0a\\u6d77\",\n",
       "                    \"value\": [\n",
       "                        121.473701,\n",
       "                        31.230416,\n",
       "                        24.0\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e7f\\u5dde\",\n",
       "                    \"value\": [\n",
       "                        113.23,\n",
       "                        23.16,\n",
       "                        15.7\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6df1\\u5733\",\n",
       "                    \"value\": [\n",
       "                        114.07,\n",
       "                        22.62,\n",
       "                        24.575000000000003\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6210\\u90fd\",\n",
       "                    \"value\": [\n",
       "                        104.06,\n",
       "                        30.67,\n",
       "                        12.85\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u676d\\u5dde\",\n",
       "                    \"value\": [\n",
       "                        120.19,\n",
       "                        30.26,\n",
       "                        21.799999999999997\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5357\\u4eac\",\n",
       "                    \"value\": [\n",
       "                        118.78,\n",
       "                        32.04,\n",
       "                        16.0\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6b66\\u6c49\",\n",
       "                    \"value\": [\n",
       "                        114.31,\n",
       "                        30.52,\n",
       "                        12.825000000000001\n",
       "                    ]\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u897f\\u5b89\",\n",
       "                    \"value\": [\n",
       "                        108.95,\n",
       "                        34.27,\n",
       "                        13.125\n",
       "                    ]\n",
       "                }\n",
       "            ],\n",
       "            \"label\": {\n",
       "                \"show\": false,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\"\n",
       "            ],\n",
       "            \"selected\": {\n",
       "                \"\": true\n",
       "            },\n",
       "            \"show\": true\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": true,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"formatter\": function (params) {        return params.name + ' : ' + params.value[2];    },\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u9700\\u6c42\\u70ed\\u529b\\u56fe\"\n",
       "        }\n",
       "    ],\n",
       "    \"visualMap\": {\n",
       "        \"type\": \"continuous\",\n",
       "        \"min\": 12,\n",
       "        \"max\": 25,\n",
       "        \"inRange\": {\n",
       "            \"color\": [\n",
       "                \"#50a3ba\",\n",
       "                \"#eac763\",\n",
       "                \"#d94e5d\"\n",
       "            ]\n",
       "        },\n",
       "        \"calculable\": true,\n",
       "        \"splitNumber\": 5,\n",
       "        \"orient\": \"vertical\",\n",
       "        \"showLabel\": true\n",
       "    },\n",
       "    \"geo\": {\n",
       "        \"map\": \"china\",\n",
       "        \"roam\": true,\n",
       "        \"emphasis\": {}\n",
       "    }\n",
       "};\n",
       "        chart_eda7cf36d5b44c4c91ab9ba93bd2f27b.setOption(option_eda7cf36d5b44c4c91ab9ba93bd2f27b);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x67ed5f0>"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_heatmap().render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# beijing\n",
    "beijing_python_jobname = beijing[beijing['job_type'] == 'python']['job_name'].value_counts()\n",
    "beijing_python_jobname_dict = {'name': beijing_python_jobname.index, 'counts': beijing_python_jobname.values}\n",
    "beijing_python_jobname_pd = pd.DataFrame(beijing_python_jobname_dict)\n",
    "\n",
    "beijing_java_jobname = beijing[beijing['job_type'] == 'java']['job_name'].value_counts()\n",
    "beijing_java_jobname_dict = {'name': beijing_java_jobname.index, 'counts': beijing_java_jobname.values}\n",
    "beijing_java_jobname_pd = pd.DataFrame(beijing_java_jobname_dict)\n",
    "\n",
    "beijing_dataanalyse_jobname = beijing[beijing['job_type'] == '数据分析']['job_name'].value_counts()\n",
    "beijing_dataanalyse_jobname_dict = {'name': beijing_dataanalyse_jobname.index, 'counts': beijing_dataanalyse_jobname.values}\n",
    "beijing_dataanalyse_jobname_pd = pd.DataFrame(beijing_dataanalyse_jobname_dict)\n",
    "\n",
    "beijing_product_jobname = beijing[beijing['job_type'] == '产品经理']['job_name'].value_counts()\n",
    "beijing_product_jobname_dict = {'name': beijing_product_jobname.index, 'counts': beijing_product_jobname.values}\n",
    "beijing_product_jobname_pd = pd.DataFrame(beijing_product_jobname_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('产品经理', 142),\n",
       " ('高级产品经理', 26),\n",
       " ('数据产品经理', 10),\n",
       " ('策略产品经理', 5),\n",
       " ('商业产品经理', 4),\n",
       " ('金融产品经理', 4),\n",
       " ('后台产品经理', 3),\n",
       " ('用户产品经理', 3),\n",
       " ('移动产品经理', 3),\n",
       " ('财务产品经理', 3),\n",
       " ('商业化产品经理', 2),\n",
       " ('资深产品经理', 2),\n",
       " ('广告产品经理', 2),\n",
       " ('CRM产品经理', 2),\n",
       " ('增长产品经理', 2),\n",
       " ('搜索产品经理', 2),\n",
       " ('黄金流程产品经理', 2),\n",
       " ('平台产品经理', 2),\n",
       " ('用户增长产品经理', 2),\n",
       " ('APP产品经理', 2),\n",
       " ('C端产品经理', 2),\n",
       " ('社区产品经理', 2),\n",
       " ('产品经理(J16880)', 1),\n",
       " ('高级CRM产品经理', 1),\n",
       " ('大数据产品经理', 1),\n",
       " ('ERP产品经理', 1),\n",
       " ('ELD产品经理', 1),\n",
       " ('高级地图产品经理', 1),\n",
       " ('营销产品经理', 1),\n",
       " ('高级数据产品经理', 1),\n",
       " ('BI产品经理', 1),\n",
       " ('ToB产品经理', 1),\n",
       " ('高级用户产品经理', 1),\n",
       " ('IT产品经理', 1),\n",
       " ('高级客户端产品经理', 1),\n",
       " ('高级商业产品经理', 1),\n",
       " ('推荐策略产品经理', 1),\n",
       " ('AI产品经理', 1),\n",
       " ('供应链产品经理', 1),\n",
       " ('推荐产品经理', 1),\n",
       " ('售前产品经理(安全)', 1),\n",
       " ('社区/用户运营产品经理', 1),\n",
       " ('产品经理-收益方向', 1),\n",
       " ('分期商城产品经理', 1),\n",
       " ('初级产品经理', 1),\n",
       " ('产品经理（边缘计算方向）', 1),\n",
       " ('产品经理（saas）', 1),\n",
       " ('资深产品经理（北京）', 1),\n",
       " ('产品经理-可视化', 1),\n",
       " ('学生端产品经理 (MJ000132)', 1),\n",
       " ('信息化产品经理', 1),\n",
       " ('高级策略产品经理', 1),\n",
       " ('产品经理-北美业务', 1),\n",
       " ('安全产品经理', 1),\n",
       " ('EHR产品经理', 1),\n",
       " ('支付产品经理', 1),\n",
       " ('流量产品经理', 1),\n",
       " ('策略产品经理（北京）', 1),\n",
       " ('内容产品经理', 1),\n",
       " ('中台产品经理', 1),\n",
       " ('高级产品经理（转化）', 1),\n",
       " ('调度策略产品经理（北京）', 1),\n",
       " ('产品经理-BI方向', 1),\n",
       " ('实习产品经理', 1),\n",
       " ('会员产品经理', 1),\n",
       " ('高级社区产品经理', 1),\n",
       " ('文娱-用户产品经理', 1),\n",
       " ('产品经理岗', 1),\n",
       " ('直播产品经理', 1),\n",
       " ('京东产品经理', 1),\n",
       " ('售前产品经理', 1),\n",
       " ('产品经理 (MJ000472)', 1),\n",
       " ('广告高级产品经理', 1),\n",
       " ('音乐榜单高级产品经理', 1),\n",
       " ('视觉算法/产品经理', 1),\n",
       " ('产品经理（前端）', 1),\n",
       " ('产品经理（资管）', 1),\n",
       " ('售后产品经理', 1),\n",
       " ('商业策略产品经理', 1),\n",
       " ('产品经理-电商', 1),\n",
       " ('产品经理（金融数据）', 1),\n",
       " ('开放平台产品经理', 1),\n",
       " ('高级增长产品经理', 1),\n",
       " ('gis产品经理', 1),\n",
       " ('用户端产品经理（金融）', 1),\n",
       " ('算法产品经理', 1),\n",
       " ('医疗产品经理', 1),\n",
       " ('Saas后台产品经理', 1),\n",
       " ('车载产品经理', 1),\n",
       " ('WMS产品经理', 1),\n",
       " ('后端产品经理', 1),\n",
       " ('物流产品经理', 1),\n",
       " ('硬件产品经理', 1),\n",
       " ('前台产品经理', 1)]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "beijing_python_jobname_pd_word = [tuple(i) for i in beijing_python_jobname_pd.values]\n",
    "beijing_python_jobname_pd_word\n",
    "beijing_java_jobname_pd_word = [tuple(i) for i in beijing_java_jobname_pd.values]\n",
    "beijing_dataanalyse_jobname_pd_word = [tuple(i) for i in beijing_dataanalyse_jobname_pd.values]\n",
    "beijing_dataanalyse_jobname_pd_word\n",
    "beijing_product_jobname_pd_word = [tuple(i) for i in beijing_product_jobname_pd.values]\n",
    "beijing_product_jobname_pd_word"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "metadata": {},
   "outputs": [],
   "source": [
    "def wordcloud_base(job) -> WordCloud:\n",
    "    c = (\n",
    "        WordCloud()\n",
    "        .add(\"\", job, word_size_range=[20, 100], shape='pentagon')\n",
    "        .set_global_opts(title_opts=opts.TitleOpts(title=\"\"))\n",
    "    )\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<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=\"dc4fdd70861b485d89b2a16e1e6301fd\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "        var chart_dc4fdd70861b485d89b2a16e1e6301fd = echarts.init(\n",
       "            document.getElementById('dc4fdd70861b485d89b2a16e1e6301fd'), 'white', {renderer: 'canvas'});\n",
       "        var option_dc4fdd70861b485d89b2a16e1e6301fd = {\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",
       "            \"shape\": \"pentagon\",\n",
       "            \"rotationRange\": [\n",
       "                0,\n",
       "                0\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                20,\n",
       "                100\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 34,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,148,149)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\",\n",
       "                    \"value\": 19,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(100,116,45)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 13,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(107,2,27)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 12,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(104,52,153)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 9,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(48,42,63)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 8,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(5,138,151)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 7,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(11,147,35)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 6,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(144,55,132)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u7aef\\u5f00\\u53d1\",\n",
       "                    \"value\": 6,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,83,137)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(60,153,75)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(111,109,51)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u8bb2\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(61,16,158)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u9ad8\\u7ea7\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(37,28,54)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1Python\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,50,131)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(144,49,34)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5f00\\u53d1\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(39,78,48)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u53f0\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(69,32,6)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7python\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,31,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u53ef\\u7528\\u4e0ePython\\u8bb2\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(43,155,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8f6f\\u4ef6\\u6d4b\\u8bd5\\u5de5\\u7a0b\\u5e08\\uff08C++\\u3001java\\u3001python\\uff09\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(53,14,51)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5168\\u6808\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(100,87,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u5f00\\u53d1\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(23,122,74)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5168\\u6808\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(82,149,147)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u722c\\u866b\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(47,137,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(150,129,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(144,129,9)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u7aef\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(136,39,96)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(45,156,115)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5168\\u6808\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(63,34,70)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7 Python \\u540e\\u7aef\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(17,84,63)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python(\\u517c\\u804c)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,73,24)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(123,13,159)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08python\\u65b9\\u5411\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(140,25,154)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u670d\\u52a1\\u5668\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,16,67)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u7aef(GO/Python\\uff09\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(143,75,130)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python/Golang\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(115,51,47)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u5168\\u6808\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(47,114,130)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u540e\\u53f0\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(90,66,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08(\\u5b89\\u5168\\u7c7b)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(112,37,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u91cf\\u5316\\u7b56\\u7565\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(158,17,38)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u722c\\u866b\\u4e0e\\u6570\\u636e\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(101,34,72)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08-\\u8ba1\\u7b97\\u5e73\\u53f0\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(30,36,77)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(99,42,82)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u8bfe\\u7a0b\\u7814\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(80,16,124)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5de5\\u7a0b\\u5e08\\uff08\\u706b\\u661f\\u8d22\\u7ecf\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(119,68,137)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"PHP/Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(111,33,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"PaaS\\u5e73\\u53f0\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\\uff08Python\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(126,56,87)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(27,105,84)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u670d\\u52a1\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08golang\\uff0cc++\\uff0cpython)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(75,14,138)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python web\\u9879\\u76ee\\u8bb2\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(155,149,11)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u4eba\\u5de5\\u667a\\u80fd\\u5168\\u804c\\u8bb2\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(58,57,120)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,17,80)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u722c\\u866b\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(54,39,72)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u9ad8\\u7ea7\\u722c\\u866b\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(10,117,13)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"PYTHON\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(51,132,51)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u540e\\u7aef\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(115,155,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6280\\u672f\\u7ecf\\u7406\\uff08python)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(45,149,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6d4b\\u8bd5\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08python\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(98,35,31)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u9ad8\\u7ea7Python\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(39,105,35)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u6559\\u7814\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(60,154,44)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u6280\\u672f\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(124,117,123)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7b97\\u6cd5\\u5de5\\u7a0b\\u5e08(\\u673a\\u5668\\u5b66\\u4e60\\uff0cpython)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(159,75,112)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6280\\u672fleader\\uff08python\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(102,52,17)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\\uff08 Python/Shell/C/C++/JAVA\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(51,42,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea4\\u6613\\u7cfb\\u7edf\\u5de5\\u7a0b\\u5e08\\uff08python\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,138,47)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u8bfe\\u7a0b\\u6559\\u5b66\\u603b\\u76d1/ \\u6559\\u5b66\\u7814\\u53d1\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(130,11,12)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(98,14,64)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5168\\u6808\\u5de5\\u7a0b\\u5e08-(PHP/Python/Java)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(16,37,158)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08-Python\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,77,144)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5de5\\u7a0b\\u5e08(\\u6df1\\u5ea6\\u5b66\\u4e60\\u65b9\\u5411)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(116,21,10)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u9ad8\\u7ea7 - \\u5929\\u6d25\\u804c\\u4f4d\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(35,99,21)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u6280\\u672f\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(20,136,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"2020\\u6821\\u62db\\u540e\\u7aefpython\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(14,160,49)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b89\\u5168\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08Python/Go\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(68,138,120)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python web\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,48,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u8fd0\\u7ef4\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(45,130,74)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u517c\\u804c---python\\u8bb2\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,138,38)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08-\\u5185\\u5bb9\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,106,79)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python(\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(146,38,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5927\\u6570\\u636e\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08(python)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,13,56)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7python\\u6e38\\u620f\\u670d\\u52a1\\u5668\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(124,124,144)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u8bb2\\u5e08(\\u517c\\u804c\\u5168\\u804c\\u5747\\u53ef\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(11,82,131)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java/Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(61,60,44)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5b9e\\u4e60\\u751f\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(136,109,131)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u7b97\\u6cd5\\u5e73\\u53f0\\u5f00\\u53d1\\u4e3b\\u7ba1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(43,89,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u722c\\u866b\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(80,90,52)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u670d\\u52a1\\u7aef\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08(Python)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(65,23,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08360-\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(64,37,43)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u53f0\\u5de5\\u7a0b\\u5e08-python\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(1,96,127)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u722c\\u866b\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(60,53,93)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u67b6\\u6784\\u5e08-SAAS\\u65b9\\u5411\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(27,115,40)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u9ad8\\u7ea7\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08 (MJ000061)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,39,72)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u667a\\u80fd\\u8bed\\u97f3-python\\u9ad8\\u7ea7\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(3,52,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08\\u8d44\\u6df1\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(26,150,49)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7python/go\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(76,21,39)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u540e\\u7aef\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(70,86,38)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python-Odoo\\u4e8c\\u6b21\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(136,112,102)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08\\u63a8\\u8350\\u7cfb\\u7edf\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,142,111)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u8bb2\\u5e08(\\u517c\\u804c)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(119,9,144)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7f16\\u7a0b\\u8bb2\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,134,147)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u6280\\u672f\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(148,28,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,127,1)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7b97\\u6cd5\\u5de5\\u7a0b\\u5e08\\uff08Python\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(150,139,43)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u8fd0\\u7ef4\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(82,23,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7b97\\u6cd5\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(38,61,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08/\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,128,75)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\uff08\\u6d77\\u5916\\u6e38\\u620f\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(128,98,115)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u9ad8\\u7ea7\\u5f00\\u53d1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,12,34)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5de5\\u7a0b\\u5e08\\uff08\\u540e\\u7aef\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(59,33,84)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u7aef\\u5f00\\u53d1\\u5b9e\\u4e60\\u751f\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(116,49,93)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"PYTHON\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08 (MJ000126)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(122,37,30)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u6570\\u636e\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(29,100,159)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(81,42,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,143,152)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u540e\\u53f0\\u5f00\\u53d1\\uff08\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(22,78,149)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u9ad8\\u7ea7\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(116,157,29)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u9ad8\\u7ea7\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(8,35,151)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u9ad8\\u7ea7\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(20,46,84)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python \\u9ad8\\u7ea7\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(133,64,36)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1Python \\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(145,158,114)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u540e\\u7aef\\u5de5\\u7a0b\\u5e08 (MJ000447)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,17,80)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u5168\\u6808\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(54,97,86)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\uff08\\u5317\\u4eac360\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(127,109,89)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08\\u4e2d\\u7ea7\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(25,153,159)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u540e\\u53f0\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(14,37,0)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u9ad8\\u7ea7\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(106,107,119)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7f51\\u7edc\\u9ad8\\u7ea7\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(139,33,122)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5317\\u4eacPython\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(149,34,87)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e73\\u53f0\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\\uff08Python/go\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(140,90,68)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7f16\\u7a0b\\u8001\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(103,117,81)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\uff08\\u517c\\u804c\\u8bb2\\u5e08\\uff09\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(62,141,34)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u91cf\\u5316\\u7b56\\u7565\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(148,159,25)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u7814\\u53d1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(71,152,112)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08(J10519)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(135,149,81)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(68,118,25)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"python\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08(\\u5bb9\\u5668\\u4e91\\u65b9\\u5411)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(70,155,98)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u540e\\u53f0\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(109,143,106)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8f6f\\u4ef6\\u6d4b\\u8bd5\\uff08java\\u6216Python\\u81ea\\u52a8\\u5316\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(80,26,155)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"C/lua/python\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(126,61,136)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Python\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\\uff0f\\u722c\\u866b\\uff0fSpider\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,119,136)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Python\\u8d44\\u6df1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(130,154,46)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true\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",
       "    ]\n",
       "};\n",
       "        chart_dc4fdd70861b485d89b2a16e1e6301fd.setOption(option_dc4fdd70861b485d89b2a16e1e6301fd);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x1645e50>"
      ]
     },
     "execution_count": 204,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wordcloud_base(beijing_python_jobname_pd_word).render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<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=\"7c2e881bf2fc41ffb66be94faa1cbe25\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "        var chart_7c2e881bf2fc41ffb66be94faa1cbe25 = echarts.init(\n",
       "            document.getElementById('7c2e881bf2fc41ffb66be94faa1cbe25'), 'white', {renderer: 'canvas'});\n",
       "        var option_7c2e881bf2fc41ffb66be94faa1cbe25 = {\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",
       "            \"shape\": \"pentagon\",\n",
       "            \"rotationRange\": [\n",
       "                0,\n",
       "                0\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                20,\n",
       "                100\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"Java\",\n",
       "                    \"value\": 138,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,12,135)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\",\n",
       "                    \"value\": 15,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(105,91,109)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 14,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(97,41,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\",\n",
       "                    \"value\": 10,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,8,51)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 7,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(81,43,133)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 7,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(118,152,140)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 6,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(132,93,21)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u5f00\\u53d1\",\n",
       "                    \"value\": 5,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(68,27,49)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 5,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,126,61)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,30,110)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(46,143,56)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Java\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,127,57)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7java\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(100,103,113)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(56,81,79)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u5f00\\u53d1\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(101,90,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(54,37,34)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u5f00\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(117,25,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1JAVA\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(13,132,8)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u52a9\\u6559\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,13,121)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7JAVA\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(16,121,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,63,79)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u7ea7Java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(156,89,37)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(77,74,8)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1Java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(71,152,152)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u7ea7JAVA\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,45,149)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,154,71)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\\uff08Java\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(37,112,97)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u767e\\u5ea6java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(102,88,123)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(126,65,94)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Senior Java Developer\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(148,48,9)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u9ad8\\u7ea7\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(34,20,31)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u521d\\u7ea7Java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(119,143,118)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java backend\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(78,1,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u9ad8\\u7ea7Java\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(153,47,24)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\uff08\\u6c99\\u6cb3\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(66,155,27)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java Engineer\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(89,111,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(158,133,140)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u5de5\\u7a0b\\u5e08-Mi Cloud\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,124,20)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\uff08\\u4e2d\\u9ad8\\u7ea7\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(97,46,25)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u4e3b\\u7a0b/\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(154,114,85)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5317\\u4eac\\u5efa\\u884cJava\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(21,136,96)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u53cd\\u722c\\u866b\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(36,40,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u8d44\\u6df1\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(142,23,46)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java \\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,65,5)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\uff08\\u94f6\\u884c\\u9879\\u76ee\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(143,1,55)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u5c97\\u4f4d\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(100,86,99)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u865a\\u62df\\u673a\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(131,65,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\uff08\\u63a7\\u8d39\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(69,16,132)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Java\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(18,133,41)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u7814\\u53d1\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(95,130,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(29,119,63)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA\\u5f00\\u53d1\\uff08\\u7a3b\\u9999\\u6e56\\u8def\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(52,127,5)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u540e\\u7aef\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(153,50,114)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7java\\u5de5\\u7a0b\\u5e08-\\u65b0\\u96f6\\u552e\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(84,44,12)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u9ad8\\u7ea7\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(21,56,80)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7Java\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(69,18,71)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u7ec4\\u957f\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,127,89)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u4e2d\\u7ea7\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(2,154,91)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u9ad8\\u7ea7\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,72,26)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u540e\\u7aef\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(37,136,24)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u7ea7java\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(2,149,156)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(126,18,81)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7java\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(1,23,147)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\uff08\\u56fd\\u7f51\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(89,79,8)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u9ad8\\u7ea7\\u5f00\\u53d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,71,1)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u4e13\\u5bb6\\uff08\\u514d\\u7b14\\u8bd5\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,12,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u7ea7java\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(65,113,154)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA \\u3010\\u94f6\\u884c\\u7ecf\\u9a8c\\u4f18\\u5148\\u3011\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(81,54,13)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u8d44\\u6df1\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(110,122,44)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"JAVA \\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(17,105,3)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java-\\u6821\\u62db\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(69,87,6)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java Developer\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,80,127)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java \\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(25,136,152)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"java\\u5de5\\u7a0b\\u5e08\\uff08PICC)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(91,70,21)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Java\\u5f00\\u53d1\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(122,77,9)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true\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",
       "    ]\n",
       "};\n",
       "        chart_7c2e881bf2fc41ffb66be94faa1cbe25.setOption(option_7c2e881bf2fc41ffb66be94faa1cbe25);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x164f850>"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wordcloud_base(beijing_java_jobname_pd_word).render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<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=\"50375d0e15284110a335aef38c6364c1\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "        var chart_50375d0e15284110a335aef38c6364c1 = echarts.init(\n",
       "            document.getElementById('50375d0e15284110a335aef38c6364c1'), 'white', {renderer: 'canvas'});\n",
       "        var option_50375d0e15284110a335aef38c6364c1 = {\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",
       "            \"shape\": \"pentagon\",\n",
       "            \"rotationRange\": [\n",
       "                0,\n",
       "                0\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                20,\n",
       "                100\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 126,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(112,149,59)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 27,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(108,35,2)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 18,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(115,136,160)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5bb6\",\n",
       "                    \"value\": 12,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,6,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u7406\",\n",
       "                    \"value\": 7,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(153,27,113)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 7,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(3,27,133)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 6,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(11,154,82)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5458\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(82,87,32)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6e38\\u620f\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(94,155,156)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"BI\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(88,152,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5c97\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,153,76)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5546\\u4e1a\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(0,65,94)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u52a9\\u6559\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(25,51,153)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u9ad8\\u7ecf/\\u4e13\\u5bb6\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(1,40,128)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5458\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(112,83,137)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(148,114,150)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790-DS\\u5feb\\u6377\\u62fc\\u8f66\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(26,23,67)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u98ce\\u63a7\\u5efa\\u6a21\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(66,105,77)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(62,154,37)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9500\\u552e\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(157,11,70)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e3b\\u7ba1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(71,151,119)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790 (MJ000419)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(20,82,44)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(47,152,59)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4fe1\\u606f\\u6d41\\u4ea7\\u54c1\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(22,97,21)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5bb6/\\u9ad8\\u7ea7\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,88,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5458\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(88,160,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e0e\\u7ba1\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(115,85,47)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08-\\u98ce\\u63a7\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,3,151)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u4fe1\\u606f\\u5b89\\u5168\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(102,95,148)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u98ce\\u63a7\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(127,15,116)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08QY-0629\\uff091094\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,70,144)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u6570\\u636e\\u5206\\u6790(J13092)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(53,136,82)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1/\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(64,28,91)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5c97(\\u54c1\\u8d28\\u63d0\\u5347\\u90e8)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(104,133,3)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u6570\\u636e\\u5206\\u6790\\u5e08-DS\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(160,101,117)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"GIS\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(80,43,0)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"BI\\u6570\\u636e\\u5206\\u6790\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(154,18,29)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u52a9\\u7406\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(92,109,35)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e7f\\u544a\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(110,123,56)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u7528\\u7814\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(140,83,155)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u536b\\u661f\\u3001\\u6c14\\u8c61\\u6570\\u636e\\u5206\\u6790\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(153,134,55)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u6570\\u636e\\u5206\\u6790\\uff09 (MJ000070)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(48,47,107)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u5fb7\\u5730\\u56fe\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5458\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(72,129,37)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u793e\\u4ea4\\u751f\\u6001\\u65b9\\u5411\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(15,16,145)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"SFE \\u6570\\u636e\\u5206\\u6790\\u4e13\\u5458\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(132,160,13)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u8d1f\\u8d23\\u4eba\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(118,37,106)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u5546\\u52a1\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(90,148,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u65c5\\u884c\\u5bb6\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(11,126,9)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u6570\\u636e\\u5206\\u6790\\u65b9\\u5411\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(8,54,8)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790/\\u6570\\u636e\\u8fd0\\u8425\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(53,17,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5de5\\u7a0b\\u5e08\\u3010\\u5546\\u4e1a\\u4ea7\\u54c1\\u56e2\\u961f\\u3011\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(16,8,125)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff1aHive / Java\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(108,113,13)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(72,68,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9053\\u8def\\u6570\\u636e\\u5206\\u6790\\u9ad8\\u7ea7\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(136,143,15)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u98ce\\u63a7\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,35,35)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u98ce\\u9669\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(156,59,69)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u4e13\\u5bb6/\\u603b\\u76d1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(97,57,153)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790/\\u6316\\u6398\\u5de5\\u7a0b\\u5e08-\\u770b\\u51c6\\u7f51\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,80,69)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u67b6\\u6784\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(136,99,29)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u8bb2\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(125,101,100)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u82f1\\u8bed\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(105,56,15)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7535\\u5546\\u8fd0\\u8425\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(122,13,142)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5546\\u4e1a/\\u8fd0\\u8425\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(63,89,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u8f6f\\u4ef6\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(14,117,140)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6e20\\u9053\\u6295\\u653e\\u6570\\u636e\\u5206\\u6790\\u8d1f\\u8d23\\u4eba\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(60,82,131)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9065\\u611f\\u6570\\u636e\\u5206\\u6790\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(137,122,19)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u91c7\\u9500\\u6570\\u636e\\u5206\\u6790\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,153,89)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790-\\u6e38\\u620f\\u4e1a\\u52a1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(70,70,33)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5b9e\\u4e60\\u751f\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(41,61,37)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790/\\u6316\\u6398\\u5de5\\u7a0b\\u5e08\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(70,160,119)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u589e\\u957f\\u6570\\u636e\\u5206\\u6790\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(118,72,129)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08\\uff08\\u5e06\\u8f6f\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(76,130,50)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u7406\\\\\\u4e13\\u5bb6\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(39,117,127)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u7406/\\u9ad8\\u7ea7\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(160,132,33)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u72ee\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(26,43,127)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\uff08\\u6280\\u672f\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(93,28,72)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u7814\\u7a76\\u5458\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(133,66,78)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u5206\\u6790\\u5e08-Data analyst\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(93,7,20)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"PPYX\\u2014\\u6570\\u636e\\u5206\\u6790\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(116,118,41)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true\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",
       "    ]\n",
       "};\n",
       "        chart_50375d0e15284110a335aef38c6364c1.setOption(option_50375d0e15284110a335aef38c6364c1);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x16451f0>"
      ]
     },
     "execution_count": 214,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wordcloud_base(beijing_dataanalyse_jobname_pd_word).render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<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=\"9c32b04d40b24ab78560a980c01b3951\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "        var chart_9c32b04d40b24ab78560a980c01b3951 = echarts.init(\n",
       "            document.getElementById('9c32b04d40b24ab78560a980c01b3951'), 'white', {renderer: 'canvas'});\n",
       "        var option_9c32b04d40b24ab78560a980c01b3951 = {\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",
       "            \"shape\": \"pentagon\",\n",
       "            \"rotationRange\": [\n",
       "                0,\n",
       "                0\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                20,\n",
       "                100\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 142,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(82,7,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 26,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(14,84,152)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6570\\u636e\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 10,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(135,102,159)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 5,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(51,44,130)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5546\\u4e1a\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(139,83,15)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u91d1\\u878d\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 4,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(17,28,86)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,116,42)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7528\\u6237\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(81,27,20)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d22\\u52a1\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(0,106,62)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u79fb\\u52a8\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 3,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,41,102)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5546\\u4e1a\\u5316\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(158,150,111)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u641c\\u7d22\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(137,23,11)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7528\\u6237\\u589e\\u957f\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(120,11,2)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"C\\u7aef\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(113,57,111)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u793e\\u533a\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(145,26,33)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e73\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(104,160,88)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ec4\\u91d1\\u6d41\\u7a0b\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,23,138)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(65,132,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"APP\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(80,106,12)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"CRM\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,76,37)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u589e\\u957f\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(126,94,138)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e7f\\u544a\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 2,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(52,30,152)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406 (MJ000472)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(117,159,126)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406-\\u5317\\u7f8e\\u4e1a\\u52a1\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(147,83,31)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4fe1\\u606f\\u5316\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(141,71,48)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u793e\\u533a/\\u7528\\u6237\\u8fd0\\u8425\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(123,63,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406-\\u7535\\u5546\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(91,53,17)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406-BI\\u65b9\\u5411\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(144,28,154)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u524d\\u7aef\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(68,154,7)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7b97\\u6cd5\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(63,62,46)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7528\\u6237\\u7aef\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u91d1\\u878d\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(54,130,97)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(59,12,160)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u8f6c\\u5316\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(35,67,33)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u76f4\\u64ad\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(72,160,50)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406-\\u53ef\\u89c6\\u5316\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(98,61,62)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u5ba2\\u6237\\u7aef\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(84,55,100)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"ELD\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(129,105,15)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7CRM\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,53,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5f00\\u653e\\u5e73\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(154,32,19)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u7269\\u6d41\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(33,100,137)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u793e\\u533a\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(40,11,80)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"ERP\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(93,41,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5206\\u671f\\u5546\\u57ce\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(151,23,96)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8f66\\u8f7d\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(22,126,143)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u652f\\u4ed8\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(150,156,101)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u6570\\u636e\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(48,27,28)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u533b\\u7597\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(4,123,27)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4eac\\u4e1c\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,50,53)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8c03\\u5ea6\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(78,37,123)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406(J16880)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(160,136,53)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6587\\u5a31-\\u7528\\u6237\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(141,97,134)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5927\\u6570\\u636e\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,115,42)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(39,58,73)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u8fb9\\u7f18\\u8ba1\\u7b97\\u65b9\\u5411\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(29,36,54)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5546\\u4e1a\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(26,5,116)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"gis\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(1,54,102)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u63a8\\u8350\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(123,103,151)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u589e\\u957f\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(101,145,32)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"BI\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(20,140,124)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u7528\\u6237\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(15,158,52)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b89\\u5168\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(28,51,4)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u89c6\\u89c9\\u7b97\\u6cd5/\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(20,123,102)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"EHR\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(3,0,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"IT\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,23,23)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5e7f\\u544a\\u9ad8\\u7ea7\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(101,62,11)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4f1a\\u5458\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(40,98,53)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Saas\\u540e\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,108,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u521d\\u7ea7\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(65,149,38)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u6d41\\u91cf\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(39,157,151)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u5730\\u56fe\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(101,148,19)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"ToB\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(27,57,70)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406-\\u6536\\u76ca\\u65b9\\u5411\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(32,150,33)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"AI\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,120,59)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\u5c97\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,25,114)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8425\\u9500\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(141,41,85)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u524d\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(83,132,90)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u552e\\u524d\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(56,57,105)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"WMS\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(55,91,47)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u63a8\\u8350\\u7b56\\u7565\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(0,142,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4f9b\\u5e94\\u94fe\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(19,49,58)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08saas\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(75,136,39)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u552e\\u540e\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(98,88,25)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u97f3\\u4e50\\u699c\\u5355\\u9ad8\\u7ea7\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(98,62,114)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u91d1\\u878d\\u6570\\u636e\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(52,34,60)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b66\\u751f\\u7aef\\u4ea7\\u54c1\\u7ecf\\u7406 (MJ000132)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(108,59,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9ad8\\u7ea7\\u5546\\u4e1a\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(60,103,2)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u552e\\u524d\\u4ea7\\u54c1\\u7ecf\\u7406(\\u5b89\\u5168)\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(121,80,4)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4e2d\\u53f0\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(140,24,66)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u540e\\u7aef\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(114,116,130)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u8d44\\u6df1\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u5317\\u4eac\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(122,47,49)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u4ea7\\u54c1\\u7ecf\\u7406\\uff08\\u8d44\\u7ba1\\uff09\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(44,39,153)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5b9e\\u4e60\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(90,159,5)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u786c\\u4ef6\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(31,56,148)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u5185\\u5bb9\\u4ea7\\u54c1\\u7ecf\\u7406\",\n",
       "                    \"value\": 1,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(3,113,25)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true\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",
       "    ]\n",
       "};\n",
       "        chart_9c32b04d40b24ab78560a980c01b3951.setOption(option_9c32b04d40b24ab78560a980c01b3951);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x164f3f0>"
      ]
     },
     "execution_count": 218,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wordcloud_base(beijing_product_jobname_pd_word).render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BOSS直聘      52\n",
       "京东集团        45\n",
       "京东数字科技      18\n",
       "VIPKID      18\n",
       "旷视MEGVII    14\n",
       "            ..\n",
       "IMS          1\n",
       "金吉列留学        1\n",
       "安一恒通         1\n",
       "天启慧眼         1\n",
       "腾信软创科技       1\n",
       "Name: company_name, Length: 627, dtype: int64"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "beijing['company_name'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "    <div id=\"62b361f2b4ca48fb938199b8c5230206\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts'], function(echarts) {\n",
       "        var chart_62b361f2b4ca48fb938199b8c5230206 = echarts.init(\n",
       "            document.getElementById('62b361f2b4ca48fb938199b8c5230206'), 'white', {renderer: 'canvas'});\n",
       "        var option_62b361f2b4ca48fb938199b8c5230206 = {\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\": \"bar\",\n",
       "            \"name\": \"\\u5317\\u4eac\",\n",
       "            \"data\": [\n",
       "                52,\n",
       "                45,\n",
       "                18,\n",
       "                18,\n",
       "                14,\n",
       "                13,\n",
       "                12,\n",
       "                11,\n",
       "                11,\n",
       "                10\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\\u5317\\u4eac\"\n",
       "            ],\n",
       "            \"selected\": {\n",
       "                \"\\u5317\\u4eac\": true\n",
       "            },\n",
       "            \"show\": true\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",
       "    \"xAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"rotate\": -30,\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            },\n",
       "            \"data\": [\n",
       "                \"BOSS\\u76f4\\u8058\",\n",
       "                \"\\u4eac\\u4e1c\\u96c6\\u56e2\",\n",
       "                \"\\u4eac\\u4e1c\\u6570\\u5b57\\u79d1\\u6280\",\n",
       "                \"VIPKID\",\n",
       "                \"\\u65f7\\u89c6MEGVII\",\n",
       "                \"\\u597d\\u672a\\u6765\",\n",
       "                \"\\u6ef4\\u6ef4\",\n",
       "                \"\\u91d1\\u6cf0\\u4e9a\\u76db\",\n",
       "                \"\\u8f6f\\u901a\\u52a8\\u529b\",\n",
       "                \"\\u963f\\u91cc\\u5df4\\u5df4\\u96c6\\u56e2\"\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"yAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8,\n",
       "                \"formatter\": \"{value}K\"\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u5317\\u4eac\\u4f01\\u4e1a\\u62db\\u8058\\u5c97\\u4f4d\\u6570\\u91cf\"\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "        chart_62b361f2b4ca48fb938199b8c5230206.setOption(option_62b361f2b4ca48fb938199b8c5230206);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x114866d0>"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bar = Bar()\n",
    "bar.add_xaxis(beijing['company_name'].value_counts().index.tolist()[:10])\n",
    "bar.add_yaxis(\"北京\", beijing['company_name'].value_counts().values.tolist()[:10])\n",
    "bar.set_global_opts(\n",
    "    xaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(rotate=-30)),\n",
    "    title_opts=opts.TitleOpts(title=\"北京企业招聘岗位数量\", subtitle=\"\"),\n",
    "    yaxis_opts=opts.AxisOpts(\n",
    "                axislabel_opts=opts.LabelOpts(formatter=\"{value}K\")\n",
    "            ),\n",
    "    # datazoom_opts=opts.DataZoomOpts(),\n",
    ")\n",
    "bar.set_series_opts(\n",
    "    label_opts=opts.LabelOpts(is_show=True)\n",
    ")\n",
    "bar.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "    <div id=\"95f3085bf3314f6c8a9b3d8293a2294c\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "\n",
       "<script>\n",
       "    require(['echarts'], function(echarts) {\n",
       "        var chart_95f3085bf3314f6c8a9b3d8293a2294c = echarts.init(\n",
       "            document.getElementById('95f3085bf3314f6c8a9b3d8293a2294c'), 'white', {renderer: 'canvas'});\n",
       "        var option_95f3085bf3314f6c8a9b3d8293a2294c = {\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\": \"bar\",\n",
       "            \"name\": \"\\u5357\\u4eac\",\n",
       "            \"data\": [\n",
       "                75,\n",
       "                28,\n",
       "                25,\n",
       "                25,\n",
       "                23,\n",
       "                16,\n",
       "                15,\n",
       "                13,\n",
       "                12,\n",
       "                10\n",
       "            ],\n",
       "            \"barCategoryGap\": \"20%\",\n",
       "            \"label\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"rippleEffect\": {\n",
       "                \"show\": true,\n",
       "                \"brushType\": \"stroke\",\n",
       "                \"scale\": 2.5,\n",
       "                \"period\": 4\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\\u5357\\u4eac\"\n",
       "            ],\n",
       "            \"selected\": {\n",
       "                \"\\u5357\\u4eac\": true\n",
       "            },\n",
       "            \"show\": true\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",
       "    \"xAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"rotate\": -30,\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            },\n",
       "            \"data\": [\n",
       "                \"\\u4e07\\u5f97\",\n",
       "                \"Suning\",\n",
       "                \"\\u8f6f\\u901a\\u52a8\\u529b\",\n",
       "                \"\\u4e2d\\u8f6f\\u56fd\\u9645\",\n",
       "                \"\\u82cf\\u5b81\\u6613\\u8d2d\",\n",
       "                \"\\u82cf\\u5b81\\u4e91\\u5546\",\n",
       "                \"vivo\",\n",
       "                \"\\u4f17\\u80fd\\u8054\\u5408\",\n",
       "                \"\\u82cf\\u5b81\\u4e91\\u5546\\u96c6\\u56e2\",\n",
       "                \"\\u5e73\\u5b89\\u666e\\u60e0\"\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"yAxis\": [\n",
       "        {\n",
       "            \"show\": true,\n",
       "            \"scale\": false,\n",
       "            \"nameLocation\": \"end\",\n",
       "            \"nameGap\": 15,\n",
       "            \"gridIndex\": 0,\n",
       "            \"axisLabel\": {\n",
       "                \"show\": true,\n",
       "                \"position\": \"top\",\n",
       "                \"margin\": 8,\n",
       "                \"formatter\": \"{value}K\"\n",
       "            },\n",
       "            \"inverse\": false,\n",
       "            \"offset\": 0,\n",
       "            \"splitNumber\": 5,\n",
       "            \"minInterval\": 0,\n",
       "            \"splitLine\": {\n",
       "                \"show\": false,\n",
       "                \"lineStyle\": {\n",
       "                    \"width\": 1,\n",
       "                    \"opacity\": 1,\n",
       "                    \"curveness\": 0,\n",
       "                    \"type\": \"solid\"\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u5357\\u4eac\\u4f01\\u4e1a\\u62db\\u8058\\u5c97\\u4f4d\\u6570\\u91cf\"\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "        chart_95f3085bf3314f6c8a9b3d8293a2294c.setOption(option_95f3085bf3314f6c8a9b3d8293a2294c);\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x11749bd0>"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bar = Bar()\n",
    "bar.add_xaxis(nanjing['company_name'].value_counts().index.tolist()[:10])\n",
    "bar.add_yaxis(\"南京\", nanjing['company_name'].value_counts().values.tolist()[:10])\n",
    "bar.set_global_opts(\n",
    "    xaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(rotate=-30)),\n",
    "    title_opts=opts.TitleOpts(title=\"南京企业招聘岗位数量\", subtitle=\"\"),\n",
    "    yaxis_opts=opts.AxisOpts(\n",
    "                axislabel_opts=opts.LabelOpts(formatter=\"{value}K\")\n",
    "            ),\n",
    "    # datazoom_opts=opts.DataZoomOpts(),\n",
    ")\n",
    "bar.set_series_opts(\n",
    "    label_opts=opts.LabelOpts(is_show=True)\n",
    ")\n",
    "bar.render_notebook()"
   ]
  }
 ],
 "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": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}