{
 "metadata": {
  "name": "",
  "signature": "sha256:e0f86c42dfd3eb4dc7ff79560e545cd5e31e6da92f48c058c2603ed6642e96d0"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "#!/usr/bin/env python\n",
      "# -*- coding: utf-8 -*-\n",
      "import pandas as pd\n",
      "import codecs\n",
      "df = pd.io.parsers.read_csv(codecs.open('opendata-103-5-9-bdmd.csv', 'r', 'utf-8-sig'),sep=',').drop('Unnamed: 11',1)\n",
      "df"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>\u7d71\u8a08\u5e74\u6708</th>\n",
        "      <th>\u5340\u57df\u5225</th>\n",
        "      <th>\u6751\u91cc</th>\n",
        "      <th>\u51fa\u751f\u6578</th>\n",
        "      <th>\u51fa\u751f\u6578-\u7537</th>\n",
        "      <th>\u51fa\u751f\u6578-\u5973</th>\n",
        "      <th>\u6b7b\u4ea1\u6578</th>\n",
        "      <th>\u6b7b\u4ea1\u6578-\u7537</th>\n",
        "      <th>\u6b7b\u4ea1\u6578-\u5973</th>\n",
        "      <th>\u7d50\u5a5a\u5c0d\u6578</th>\n",
        "      <th>\u96e2\u5a5a\u5c0d\u6578</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u4ec1\u611b\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u4ecb\u58fd\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u56db\u7dad\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u5fa9\u8208\u6751</td>\n",
        "      <td>  3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u6d25\u6c99\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u6e05\u6c34\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u73e0\u87ba\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u798f\u6c83\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5357\u7aff\u9109</td>\n",
        "      <td> \u99ac\u7956\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9    </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u540e\u6c83\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u5742\u91cc\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u5858\u5c90\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u6a4b\u4ed4\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u767d\u6c99\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u5317\u7aff\u9109</td>\n",
        "      <td> \u82b9\u58c1\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u8392\u5149\u9109</td>\n",
        "      <td> \u5927\u576a\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u8392\u5149\u9109</td>\n",
        "      <td> \u7530\u6c83\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u8392\u5149\u9109</td>\n",
        "      <td> \u798f\u6b63\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u8392\u5149\u9109</td>\n",
        "      <td> \u897f\u5775\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u8392\u5149\u9109</td>\n",
        "      <td> \u9752\u5e06\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u6771\u5f15\u9109</td>\n",
        "      <td> \u4e2d\u67f3\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u9023\u6c5f\u7e23\u6771\u5f15\u9109</td>\n",
        "      <td> \u6a02\u83ef\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u5317\u9580\u91cc</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u5357\u9580\u91cc</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 8</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u53e4\u57ce\u91cc</td>\n",
        "      <td>  6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u6771\u9580\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u73e0\u6c99\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u897f\u9580\u91cc</td>\n",
        "      <td> 11</td>\n",
        "      <td> 3</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u8ce2\u5eb5\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29   </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u91d1\u9580\u7e23\u91d1\u57ce\u93ae</td>\n",
        "      <td> \u91d1\u6c34\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <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",
        "      <th>39226</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u516c\u6b63\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39227</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5354\u548c\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39228</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5354\u9032\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39229</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5927\u5357\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39230</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5927\u6dbc\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39231</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5929\u540e\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39232</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5b89\u6d77\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39233</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5c0f\u897f\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39234</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u5efa\u570b\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39235</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6587\u8ce2\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39236</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u666e\u6fdf\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39237</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c11\u4e3b\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39238</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c11\u6b0a\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39239</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c11\u751f\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39240</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c34\u4ed9\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39241</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c38\u798f\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39242</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6c38\u83ef\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39243</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u6cd5\u83ef\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39244</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u798f\u5b89\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39245</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u842c\u660c\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39246</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u85e5\u738b\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39247</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u897f\u6e56\u91cc</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39248</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u897f\u8ce2\u91cc</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39249</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u8d64\u5d4c\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39250</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u9032\u5b78\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39251</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u90e1\u738b\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39252</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u90e1\u897f\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39253</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u9280\u540c\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39254</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u958b\u5c71\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>39255</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u81fa\u5357\u5e02\u4e2d\u897f\u5340</td>\n",
        "      <td> \u9752\u5e74\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>39256 rows \u00d7 11 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 39,
       "text": [
        "        \u7d71\u8a08\u5e74\u6708     \u5340\u57df\u5225   \u6751\u91cc  \u51fa\u751f\u6578  \u51fa\u751f\u6578-\u7537  \u51fa\u751f\u6578-\u5973  \u6b7b\u4ea1\u6578  \u6b7b\u4ea1\u6578-\u7537  \u6b7b\u4ea1\u6578-\u5973  \u7d50\u5a5a\u5c0d\u6578  \u96e2\u5a5a\u5c0d\u6578\n",
        "0      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u4ec1\u611b\u6751    1      1      0    4      2      2     0     0\n",
        "1      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u4ecb\u58fd\u6751    0      0      0    0      0      0     0     1\n",
        "2      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u56db\u7dad\u6751    0      0      0    0      0      0     0     0\n",
        "3      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u5fa9\u8208\u6751    3      2      1    2      0      2     1     0\n",
        "4      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u6d25\u6c99\u6751    1      0      1    0      0      0     0     1\n",
        "5      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u6e05\u6c34\u6751    0      0      0    0      0      0     0     0\n",
        "6      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u73e0\u87ba\u6751    0      0      0    0      0      0     0     0\n",
        "7      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u798f\u6c83\u6751    0      0      0    0      0      0     0     0\n",
        "8      10305  \u9023\u6c5f\u7e23\u5357\u7aff\u9109  \u99ac\u7956\u6751    1      1      0    0      0      0     0     1\n",
        "9      10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u540e\u6c83\u6751    0      0      0    1      1      0     0     0\n",
        "10     10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u5742\u91cc\u6751    0      0      0    0      0      0     0     0\n",
        "11     10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u5858\u5c90\u6751    2      0      2    1      0      1     1     0\n",
        "12     10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u6a4b\u4ed4\u6751    0      0      0    0      0      0     0     0\n",
        "13     10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u767d\u6c99\u6751    0      0      0    0      0      0     0     0\n",
        "14     10305  \u9023\u6c5f\u7e23\u5317\u7aff\u9109  \u82b9\u58c1\u6751    0      0      0    0      0      0     0     0\n",
        "15     10305  \u9023\u6c5f\u7e23\u8392\u5149\u9109  \u5927\u576a\u6751    1      0      1    0      0      0     0     0\n",
        "16     10305  \u9023\u6c5f\u7e23\u8392\u5149\u9109  \u7530\u6c83\u6751    0      0      0    0      0      0     0     0\n",
        "17     10305  \u9023\u6c5f\u7e23\u8392\u5149\u9109  \u798f\u6b63\u6751    0      0      0    0      0      0     1     0\n",
        "18     10305  \u9023\u6c5f\u7e23\u8392\u5149\u9109  \u897f\u5775\u6751    0      0      0    1      1      0     0     0\n",
        "19     10305  \u9023\u6c5f\u7e23\u8392\u5149\u9109  \u9752\u5e06\u6751    0      0      0    0      0      0     0     0\n",
        "20     10305  \u9023\u6c5f\u7e23\u6771\u5f15\u9109  \u4e2d\u67f3\u6751    0      0      0    0      0      0     1     0\n",
        "21     10305  \u9023\u6c5f\u7e23\u6771\u5f15\u9109  \u6a02\u83ef\u6751    0      0      0    0      0      0     1     0\n",
        "22     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u5317\u9580\u91cc    4      2      2    0      0      0     5     0\n",
        "23     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u5357\u9580\u91cc    5      2      3    1      1      0     8     1\n",
        "24     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u53e4\u57ce\u91cc    6      4      2    4      2      2     0     0\n",
        "25     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u6771\u9580\u91cc    2      2      0    3      3      0     0     2\n",
        "26     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u73e0\u6c99\u91cc    1      0      1    3      1      2     2     0\n",
        "27     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u897f\u9580\u91cc   11      3      8    4      2      2     3     2\n",
        "28     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u8ce2\u5eb5\u91cc    1      1      0    4      3      1     2     0\n",
        "29     10305  \u91d1\u9580\u7e23\u91d1\u57ce\u93ae  \u91d1\u6c34\u91cc    1      0      1    1      1      0     0     1\n",
        "...      ...     ...  ...  ...    ...    ...  ...    ...    ...   ...   ...\n",
        "39226  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u516c\u6b63\u91cc    2      1      1    0      0      0     2     0\n",
        "39227  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5354\u548c\u91cc    1      1      0    0      0      0     1     0\n",
        "39228  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5354\u9032\u91cc    1      1      0    4      1      3     0     1\n",
        "39229  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5927\u5357\u91cc    2      1      1    0      0      0     1     0\n",
        "39230  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5927\u6dbc\u91cc    2      1      1    0      0      0     2     1\n",
        "39231  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5929\u540e\u91cc    1      0      1    1      1      0     0     1\n",
        "39232  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5b89\u6d77\u91cc    2      1      1    0      0      0     0     1\n",
        "39233  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5c0f\u897f\u91cc    0      0      0    2      2      0     0     0\n",
        "39234  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u5efa\u570b\u91cc    2      0      2    1      1      0     1     0\n",
        "39235  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6587\u8ce2\u91cc    2      1      1    0      0      0     2     1\n",
        "39236  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u666e\u6fdf\u91cc    2      2      0    4      2      2     1     0\n",
        "39237  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c11\u4e3b\u91cc    0      0      0    1      0      1     1     0\n",
        "39238  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c11\u6b0a\u91cc    0      0      0    0      0      0     0     0\n",
        "39239  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c11\u751f\u91cc    2      1      1    2      1      1     2     0\n",
        "39240  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c34\u4ed9\u91cc    0      0      0    0      0      0     2     0\n",
        "39241  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c38\u798f\u91cc    1      1      0    0      0      0     0     0\n",
        "39242  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6c38\u83ef\u91cc    0      0      0    1      1      0     0     1\n",
        "39243  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u6cd5\u83ef\u91cc    2      1      1    1      1      0     2     0\n",
        "39244  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u798f\u5b89\u91cc    0      0      0    1      1      0     0     0\n",
        "39245  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u842c\u660c\u91cc    0      0      0    0      0      0     0     1\n",
        "39246  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u85e5\u738b\u91cc    1      1      0    1      1      0     1     0\n",
        "39247  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u897f\u6e56\u91cc    4      1      3    3      3      0     5     0\n",
        "39248  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u897f\u8ce2\u91cc    3      1      2    1      0      1     5     1\n",
        "39249  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u8d64\u5d4c\u91cc    0      0      0    1      0      1     0     0\n",
        "39250  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u9032\u5b78\u91cc    2      1      1    2      0      2     0     1\n",
        "39251  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u90e1\u738b\u91cc    1      0      1    0      0      0     1     0\n",
        "39252  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u90e1\u897f\u91cc    0      0      0    0      0      0     0     0\n",
        "39253  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u9280\u540c\u91cc    1      1      0    4      3      1     3     0\n",
        "39254  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u958b\u5c71\u91cc    0      0      0    2      2      0     0     0\n",
        "39255  10309  \u81fa\u5357\u5e02\u4e2d\u897f\u5340  \u9752\u5e74\u91cc    0      0      0    3      1      2     0     0\n",
        "\n",
        "[39256 rows x 11 columns]"
       ]
      }
     ],
     "prompt_number": 39
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "area = '\u82b1\u84ee\u7e23'\n",
      "df[df['\u5340\u57df\u5225'].str.contains(area)]\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>\u7d71\u8a08\u5e74\u6708</th>\n",
        "      <th>\u5340\u57df\u5225</th>\n",
        "      <th>\u6751\u91cc</th>\n",
        "      <th>\u51fa\u751f\u6578</th>\n",
        "      <th>\u51fa\u751f\u6578-\u7537</th>\n",
        "      <th>\u51fa\u751f\u6578-\u5973</th>\n",
        "      <th>\u6b7b\u4ea1\u6578</th>\n",
        "      <th>\u6b7b\u4ea1\u6578-\u7537</th>\n",
        "      <th>\u6b7b\u4ea1\u6578-\u5973</th>\n",
        "      <th>\u7d50\u5a5a\u5c0d\u6578</th>\n",
        "      <th>\u96e2\u5a5a\u5c0d\u6578</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>3458 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u4fe1\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3459 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u529b\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3460 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u52e4\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3461 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u548c\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3462 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u5546\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3463 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u5b78\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3464 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u5b89\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3465 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u5de5\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3466 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u6b0a\u91cc</td>\n",
        "      <td>  3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3467 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u7766\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3468 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u7fa9\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3469 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u8a08\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3470 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u4e3b\u8fb2\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3471 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u5149\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3472 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u5a01\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3473 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u5b89\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3474 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u5bcc\u91cc</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 10</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3475 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u5f37\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3476 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u6176\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3477 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u6cbb\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3478 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u76db\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3479 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u798f\u91cc</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3480 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u806f\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3481 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u8208\u91cc</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3482 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u83ef\u91cc</td>\n",
        "      <td>  3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3483 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u88d5\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3484 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u9632\u91cc</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3485 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u98a8\u91cc</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3486 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u570b\u9b42\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3487 </th>\n",
        "      <td> 10305</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02</td>\n",
        "      <td> \u6c11\u4e3b\u91cc</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <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",
        "      <th>35011</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u65b0\u8208\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35012</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u660e\u91cc\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35013</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u6771\u91cc\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35014</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u6c38\u8c50\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35015</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u77f3\u724c\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35016</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u7af9\u7530\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35017</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u7f85\u5c71\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35018</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u842c\u5be7\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35019</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109</td>\n",
        "      <td> \u8c50\u5357\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35020</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u4f73\u6c11\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35021</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u548c\u5e73\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35022</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u5bcc\u4e16\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35023</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u5d07\u5fb7\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35024</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u6587\u862d\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35025</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u666f\u7f8e\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35026</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u6c34\u6e90\u6751</td>\n",
        "      <td>  3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35027</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u79c0\u6797\u6751</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35028</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u79c0\u6797\u9109</td>\n",
        "      <td> \u9285\u9580\u6751</td>\n",
        "      <td>  4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35029</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u660e\u5229\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35030</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u7d05\u8449\u6751</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35031</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u842c\u69ae\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35032</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u897f\u6797\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  1</td>\n",
        "      <td> 2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35033</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u898b\u6674\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35034</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u842c\u69ae\u9109</td>\n",
        "      <td> \u99ac\u9060\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35035</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u5353\u6e05\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35036</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u5353\u6eaa\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35037</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u53e4\u98a8\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35038</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u592a\u5e73\u6751</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35039</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u5d19\u5c71\u6751</td>\n",
        "      <td>  3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>35040</th>\n",
        "      <td> 10309</td>\n",
        "      <td> \u82b1\u84ee\u7e23\u5353\u6eaa\u9109</td>\n",
        "      <td> \u7acb\u5c71\u6751</td>\n",
        "      <td>  2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td> 0</td>\n",
        "      <td>  0</td>\n",
        "      <td> 0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "<p>885 rows \u00d7 11 columns</p>\n",
        "</div>"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 47,
       "text": [
        "        \u7d71\u8a08\u5e74\u6708     \u5340\u57df\u5225   \u6751\u91cc  \u51fa\u751f\u6578  \u51fa\u751f\u6578-\u7537  \u51fa\u751f\u6578-\u5973  \u6b7b\u4ea1\u6578  \u6b7b\u4ea1\u6578-\u7537  \u6b7b\u4ea1\u6578-\u5973  \u7d50\u5a5a\u5c0d\u6578  \u96e2\u5a5a\u5c0d\u6578\n",
        "3458   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u4fe1\u91cc    0      0      0    0      0      0     0     0\n",
        "3459   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u529b\u91cc    1      1      0    2      1      1     2     2\n",
        "3460   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u52e4\u91cc    0      0      0    0      0      0     0     0\n",
        "3461   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u548c\u91cc    1      1      0    0      0      0     2     0\n",
        "3462   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u5546\u91cc    0      0      0    1      0      1     0     0\n",
        "3463   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u5b78\u91cc    1      0      1    1      1      0     2     0\n",
        "3464   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u5b89\u91cc    2      2      0    3      2      1     1     0\n",
        "3465   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u5de5\u91cc    0      0      0    1      0      1     0     0\n",
        "3466   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u6b0a\u91cc    3      2      1    5      4      1     3     0\n",
        "3467   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u7766\u91cc    0      0      0    0      0      0     0     0\n",
        "3468   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u7fa9\u91cc    0      0      0    0      0      0     0     0\n",
        "3469   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u8a08\u91cc    0      0      0    1      1      0     0     0\n",
        "3470   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u4e3b\u8fb2\u91cc    1      1      0    2      0      2     3     1\n",
        "3471   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u5149\u91cc    0      0      0    1      1      0     1     0\n",
        "3472   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u5a01\u91cc    1      1      0    1      0      1     0     0\n",
        "3473   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u5b89\u91cc    0      0      0    1      0      1     0     0\n",
        "3474   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u5bcc\u91cc   10      5      5    2      2      0    10     1\n",
        "3475   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u5f37\u91cc    1      1      0    2      2      0     0     1\n",
        "3476   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u6176\u91cc    2      2      0    0      0      0     0     1\n",
        "3477   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u6cbb\u91cc    1      0      1    0      0      0     3     1\n",
        "3478   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u76db\u91cc    1      1      0    4      2      2     3     1\n",
        "3479   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u798f\u91cc    2      1      1    4      3      1     3     0\n",
        "3480   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u806f\u91cc    0      0      0    1      0      1     2     1\n",
        "3481   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u8208\u91cc    4      1      3    1      1      0     1     0\n",
        "3482   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u83ef\u91cc    3      2      1    3      0      3     2     0\n",
        "3483   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u88d5\u91cc    1      0      1    1      0      1     5     0\n",
        "3484   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u9632\u91cc    1      1      0    0      0      0     2     1\n",
        "3485   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u98a8\u91cc    4      1      3    1      0      1     2     0\n",
        "3486   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u570b\u9b42\u91cc    0      0      0    1      1      0     1     3\n",
        "3487   10305  \u82b1\u84ee\u7e23\u82b1\u84ee\u5e02  \u6c11\u4e3b\u91cc    0      0      0    0      0      0     0     0\n",
        "...      ...     ...  ...  ...    ...    ...  ...    ...    ...   ...   ...\n",
        "35011  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u65b0\u8208\u6751    0      0      0    2      1      1     0     0\n",
        "35012  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u660e\u91cc\u6751    0      0      0    0      0      0     0     0\n",
        "35013  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u6771\u91cc\u6751    2      1      1    5      4      1     0     0\n",
        "35014  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u6c38\u8c50\u6751    0      0      0    1      1      0     0     0\n",
        "35015  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u77f3\u724c\u6751    0      0      0    1      1      0     0     0\n",
        "35016  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u7af9\u7530\u6751    0      0      0    0      0      0     1     1\n",
        "35017  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u7f85\u5c71\u6751    0      0      0    0      0      0     1     0\n",
        "35018  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u842c\u5be7\u6751    1      0      1    1      0      1     0     0\n",
        "35019  10309  \u82b1\u84ee\u7e23\u5bcc\u91cc\u9109  \u8c50\u5357\u6751    0      0      0    0      0      0     0     0\n",
        "35020  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u4f73\u6c11\u6751    2      2      0    2      1      1     1     0\n",
        "35021  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u548c\u5e73\u6751    0      0      0    1      0      1     1     0\n",
        "35022  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u5bcc\u4e16\u6751    1      1      0    1      0      1     0     0\n",
        "35023  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u5d07\u5fb7\u6751    2      2      0    0      0      0     0     0\n",
        "35024  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u6587\u862d\u6751    2      1      1    0      0      0     2     0\n",
        "35025  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u666f\u7f8e\u6751    2      2      0    2      1      1     2     0\n",
        "35026  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u6c34\u6e90\u6751    3      2      1    1      1      0     1     0\n",
        "35027  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u79c0\u6797\u6751    3      1      2    1      1      0     4     1\n",
        "35028  10309  \u82b1\u84ee\u7e23\u79c0\u6797\u9109  \u9285\u9580\u6751    4      4      0    3      2      1     2     1\n",
        "35029  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u660e\u5229\u6751    1      1      0    0      0      0     1     0\n",
        "35030  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u7d05\u8449\u6751    1      0      1    1      0      1     1     0\n",
        "35031  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u842c\u69ae\u6751    0      0      0    1      1      0     0     0\n",
        "35032  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u897f\u6797\u6751    2      1      1    2      1      1     1     2\n",
        "35033  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u898b\u6674\u6751    0      0      0    0      0      0     1     0\n",
        "35034  10309  \u82b1\u84ee\u7e23\u842c\u69ae\u9109  \u99ac\u9060\u6751    0      0      0    1      1      0     2     0\n",
        "35035  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u5353\u6e05\u6751    2      0      2    2      2      0     0     0\n",
        "35036  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u5353\u6eaa\u6751    0      0      0    0      0      0     0     0\n",
        "35037  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u53e4\u98a8\u6751    0      0      0    2      2      0     0     1\n",
        "35038  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u592a\u5e73\u6751    0      0      0    4      2      2     0     0\n",
        "35039  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u5d19\u5c71\u6751    3      2      1    1      1      0     0     1\n",
        "35040  10309  \u82b1\u84ee\u7e23\u5353\u6eaa\u9109  \u7acb\u5c71\u6751    2      2      0    0      0      0     0     0\n",
        "\n",
        "[885 rows x 11 columns]"
       ]
      }
     ],
     "prompt_number": 47
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "#import qgrid\n",
      "#qgrid.show_grid(df, remote_js=True)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 41
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}