{"id":3731,"date":"2022-03-18T12:35:49","date_gmt":"2022-03-18T04:35:49","guid":{"rendered":"https:\/\/egonlin.com\/?p=3731"},"modified":"2022-04-26T14:05:51","modified_gmt":"2022-04-26T06:05:51","slug":"%e7%ac%ac%e4%b8%89%e8%8a%82%ef%bc%9a%e5%ae%9e%e6%88%98%e9%a1%b9%e7%9b%ae%e4%b9%8b%e5%88%86%e6%9e%90%e9%93%be%e5%ae%b6%e6%88%bf%e6%ba%90%e4%bf%a1%e6%81%af","status":"publish","type":"post","link":"https:\/\/egonlin.com\/?p=3731","title":{"rendered":"\u7b2c\u4e09\u8282\uff1a\u5b9e\u6218\u9879\u76ee\u4e4b\u5206\u6790\u94fe\u5bb6\u623f\u6e90\u4fe1\u606f"},"content":{"rendered":"<h1>\u83b7\u53d6\u6570\u636e<\/h1>\n<pre><code class=\"language-python\">\u94fe\u63a5:https:\/\/pan.baidu.com\/s\/1E8akk1gX9zppCViOQLDiUQ  \u5bc6\u7801:f66q<\/code><\/pre>\n<h1>\u5bfc\u5165\u6a21\u5757<\/h1>\n<pre><code class=\"language-python\">import pandas as pd\nimport numpy as np\nimport seaborn as sns\nimport matplotlib as mpl\n\nimport matplotlib.pyplot as plt\nfrom IPython.display import display\n\nplt.style.use(&#039;fivethirtyeight&#039;)\nsns.set_style({&#039;font.sans-serif&#039;:[&#039;simhei&#039;,&#039;Arial&#039;]})\n%matplotlib inline<\/code><\/pre>\n<h1>\u6570\u636e\u89c4\u6574<\/h1>\n<pre><code class=\"language-python\">lj_df = pd.read_csv(&#039;E:\\\\Test\\\\DataAnalysis\\\\lianjia\\\\lianjia.csv&#039;)\ndisplay(lj_df.head())<\/code><\/pre>\n<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }<\/p>\n<p>    .dataframe tbody tr th {\n        vertical-align: top;\n    }<\/p>\n<p>    .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>Direction<\/th>\n<th>District<\/th>\n<th>Elevator<\/th>\n<th>Floor<\/th>\n<th>Garden<\/th>\n<th>Id<\/th>\n<th>Layout<\/th>\n<th>Price<\/th>\n<th>Region<\/th>\n<th>Renovation<\/th>\n<th>Size<\/th>\n<th>Year<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th>0<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u706f\u5e02\u53e3<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u9521\u62c9\u80e1\u540c21\u53f7\u9662<\/td>\n<td>101102647043<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>780.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>75.0<\/td>\n<td>1988<\/td>\n<\/tr>\n<tr>\n<th>1<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u5355<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u4e1c\u534e\u95e8\u5927\u8857<\/td>\n<td>101102650978<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>705.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>60.0<\/td>\n<td>1988<\/td>\n<\/tr>\n<tr>\n<th>2<\/th>\n<td>\u5357\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>16<\/td>\n<td>\u65b0\u4e16\u754c\u4e2d\u5fc3<\/td>\n<td>101102672743<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1400.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>210.0<\/td>\n<td>1996<\/td>\n<\/tr>\n<tr>\n<th>3<\/th>\n<td>\u5357<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>7<\/td>\n<td>\u5174\u9686\u90fd\u5e02\u99a8\u56ed<\/td>\n<td>101102577410<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>420.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>39.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>4<\/th>\n<td>\u5357<\/td>\n<td>\u9676\u7136\u4ead<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>19<\/td>\n<td>\u4e2d\u6d77\u7d2b\u5fa1\u516c\u9986<\/td>\n<td>101102574696<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>998.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>90.0<\/td>\n<td>2010<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<pre><code class=\"language-python\"># \u83b7\u53d6\u6240\u6709\u6570\u636e\u5217\u4fe1\u606f\nlj_df.info()<\/code><\/pre>\n<pre><code><class 'pandas.core.frame.DataFrame'>\nRangeIndex: 23677 entries, 0 to 23676\nData columns (total 12 columns):\nDirection     23677 non-null object\nDistrict      23677 non-null object\nElevator      15440 non-null object\nFloor         23677 non-null int64\nGarden        23677 non-null object\nId            23677 non-null int64\nLayout        23677 non-null object\nPrice         23677 non-null float64\nRegion        23677 non-null object\nRenovation    23677 non-null object\nSize          23677 non-null float64\nYear          23677 non-null int64\ndtypes: float64(2), int64(3), object(7)\nmemory usage: 2.2+ MB<\/code><\/pre>\n<pre><code class=\"language-python\">df = lj_df.copy()\ndf<\/code><\/pre>\n<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }<\/p>\n<p>    .dataframe tbody tr th {\n        vertical-align: top;\n    }<\/p>\n<p>    .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>Direction<\/th>\n<th>District<\/th>\n<th>Elevator<\/th>\n<th>Floor<\/th>\n<th>Garden<\/th>\n<th>Id<\/th>\n<th>Layout<\/th>\n<th>Price<\/th>\n<th>Region<\/th>\n<th>Renovation<\/th>\n<th>Size<\/th>\n<th>Year<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th>0<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u706f\u5e02\u53e3<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u9521\u62c9\u80e1\u540c21\u53f7\u9662<\/td>\n<td>101102647043<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>780.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>75.0<\/td>\n<td>1988<\/td>\n<\/tr>\n<tr>\n<th>1<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u5355<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u4e1c\u534e\u95e8\u5927\u8857<\/td>\n<td>101102650978<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>705.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>60.0<\/td>\n<td>1988<\/td>\n<\/tr>\n<tr>\n<th>2<\/th>\n<td>\u5357\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>16<\/td>\n<td>\u65b0\u4e16\u754c\u4e2d\u5fc3<\/td>\n<td>101102672743<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1400.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>210.0<\/td>\n<td>1996<\/td>\n<\/tr>\n<tr>\n<th>3<\/th>\n<td>\u5357<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>7<\/td>\n<td>\u5174\u9686\u90fd\u5e02\u99a8\u56ed<\/td>\n<td>101102577410<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>420.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>39.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>4<\/th>\n<td>\u5357<\/td>\n<td>\u9676\u7136\u4ead<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>19<\/td>\n<td>\u4e2d\u6d77\u7d2b\u5fa1\u516c\u9986<\/td>\n<td>101102574696<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>998.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>90.0<\/td>\n<td>2010<\/td>\n<\/tr>\n<tr>\n<th>5<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u5e78\u798f\u5bb6\u56ed\u4e8c\u671f<\/td>\n<td>101102407993<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1180.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>111.0<\/td>\n<td>2003<\/td>\n<\/tr>\n<tr>\n<th>6<\/th>\n<td>\u5357<\/td>\n<td>\u897f\u7f57\u56ed<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u897f\u9769\u65b0\u91cc110\u53f7\u9662<\/td>\n<td>101102629841<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>319.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>42.0<\/td>\n<td>1992<\/td>\n<\/tr>\n<tr>\n<th>7<\/th>\n<td>\u5357<\/td>\n<td>\u897f\u7f57\u56ed<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>16<\/td>\n<td>\u5efa\u4e88\u56ed<\/td>\n<td>101102378003<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>640.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>105.0<\/td>\n<td>1999<\/td>\n<\/tr>\n<tr>\n<th>8<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u82b1\u5e02<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>9<\/td>\n<td>\u5bcc\u8d35\u56ed\u4e00\u533a<\/td>\n<td>101102345859<\/td>\n<td>3\u5ba42\u5385<\/td>\n<td>1780.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>161.0<\/td>\n<td>2003<\/td>\n<\/tr>\n<tr>\n<th>9<\/th>\n<td>\u4e1c\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>25<\/td>\n<td>\u4e07\u56fd\u57ceMOMA<\/td>\n<td>101102070529<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>1300.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>127.0<\/td>\n<td>2002<\/td>\n<\/tr>\n<tr>\n<th>10<\/th>\n<td>\u5357<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>5<\/td>\n<td>\u5341\u5b57\u5761\u4e1c\u91cc<\/td>\n<td>101102599410<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>405.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>37.0<\/td>\n<td>1986<\/td>\n<\/tr>\n<tr>\n<th>11<\/th>\n<td>\u5357<\/td>\n<td>\u5730\u5b89\u95e8<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>5<\/td>\n<td>\u5e3d\u513f\u80e1\u540c45\u53f7\u9662<\/td>\n<td>101102516190<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>700.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>50.0<\/td>\n<td>1985<\/td>\n<\/tr>\n<tr>\n<th>12<\/th>\n<td>\u897f<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>19<\/td>\n<td>\u91d1\u6865\u56fd\u9645<\/td>\n<td>101102620368<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>462.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>54.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>13<\/th>\n<td>\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u592a\u534e\u516c\u5bd3<\/td>\n<td>101102624056<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>518.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>64.0<\/td>\n<td>2000<\/td>\n<\/tr>\n<tr>\n<th>14<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u83dc\u6237\u8425<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>23<\/td>\n<td>\u4fe1\u5fb7\u56ed<\/td>\n<td>101102691675<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>960.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>146.0<\/td>\n<td>2002<\/td>\n<\/tr>\n<tr>\n<th>15<\/th>\n<td>\u4e1c<\/td>\n<td>\u6728\u6a28\u5730<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>4<\/td>\n<td>\u897f\u4fbf\u95e8\u5916\u5927\u8857<\/td>\n<td>101102653830<\/td>\n<td>2\u5ba40\u5385<\/td>\n<td>457.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>50.0<\/td>\n<td>1957<\/td>\n<\/tr>\n<tr>\n<th>16<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u9a6c\u7538<\/td>\n<td>NaN<\/td>\n<td>18<\/td>\n<td>\u53cc\u65d7\u6746\u4e1c\u91cc<\/td>\n<td>101102570446<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>610.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>58.0<\/td>\n<td>1986<\/td>\n<\/tr>\n<tr>\n<th>17<\/th>\n<td>\u5317<\/td>\n<td>\u9a6c\u8fde\u9053<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u7b2c\u4e09\u533a<\/td>\n<td>101102583180<\/td>\n<td>2\u623f\u95f42\u536b<\/td>\n<td>340.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>33.0<\/td>\n<td>2011<\/td>\n<\/tr>\n<tr>\n<th>18<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u516d\u94fa\u7095<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>17<\/td>\n<td>\u516d\u94fa\u7095\u4e8c\u533a<\/td>\n<td>101102306094<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1120.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>78.0<\/td>\n<td>1990<\/td>\n<\/tr>\n<tr>\n<th>19<\/th>\n<td>\u5317<\/td>\n<td>\u5e7f\u5b89\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>26<\/td>\n<td>\u8363\u4e302008<\/td>\n<td>101101718499<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>320.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>28.0<\/td>\n<td>2006<\/td>\n<\/tr>\n<tr>\n<th>20<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u725b\u8857<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>12<\/td>\n<td>\u5e73\u539f\u91cc\u5c0f\u533a<\/td>\n<td>101102532889<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>596.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>59.0<\/td>\n<td>1999<\/td>\n<\/tr>\n<tr>\n<th>21<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6728\u6a28\u5730<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u771f\u6b66\u5e99\u516d\u91cc<\/td>\n<td>101102454060<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>888.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>78.0<\/td>\n<td>1988<\/td>\n<\/tr>\n<tr>\n<th>22<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u53f3\u5b89\u95e8\u5185<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u53f3\u5b89\u95e8\u5185\u5927\u8857<\/td>\n<td>101102089935<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>405.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>45.0<\/td>\n<td>1991<\/td>\n<\/tr>\n<tr>\n<th>23<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u897f\u76f4\u95e8<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u7389\u6843\u56ed\u4e8c\u533a<\/td>\n<td>101102528745<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>60.0<\/td>\n<td>1997<\/td>\n<\/tr>\n<tr>\n<th>24<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u9a6c\u8fde\u9053<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u7ea2\u83b2\u5357\u91cc<\/td>\n<td>101102625441<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>470.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>61.0<\/td>\n<td>1992<\/td>\n<\/tr>\n<tr>\n<th>25<\/th>\n<td>\u5357<\/td>\n<td>\u725b\u8857<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u767d\u5e7f\u8def6\u53f7\u9662<\/td>\n<td>101102562685<\/td>\n<td>3\u5ba40\u5385<\/td>\n<td>635.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>84.0<\/td>\n<td>1955<\/td>\n<\/tr>\n<tr>\n<th>26<\/th>\n<td>\u897f<\/td>\n<td>\u4e9a\u8fd0\u6751\u5c0f\u8425<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u80b2\u6167\u91cc\u4e00\u533a<\/td>\n<td>101102161792<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>343.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>52.0<\/td>\n<td>2001<\/td>\n<\/tr>\n<tr>\n<th>27<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u671b\u4eac<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>10<\/td>\n<td>\u5927\u897f\u6d0b\u65b0\u57ceA\u533a<\/td>\n<td>101102387406<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>835.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>86.0<\/td>\n<td>1999<\/td>\n<\/tr>\n<tr>\n<th>28<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u56e2\u7ed3\u6e56<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u56e2\u7ed3\u6e56\u8def<\/td>\n<td>101102395918<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>430.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>65.0<\/td>\n<td>1980<\/td>\n<\/tr>\n<tr>\n<th>29<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e09\u5143\u6865<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>12<\/td>\n<td>\u5c1a\u5bb6\u697c48\u53f7\u9662<\/td>\n<td>101102691041<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>610.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>75.0<\/td>\n<td>1998<\/td>\n<\/tr>\n<tr>\n<th>&#8230;<\/th>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<\/tr>\n<tr>\n<th>23647<\/th>\n<td>\u4e1c\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e03\u533a<\/td>\n<td>101102564044<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>69.0<\/td>\n<td>1995<\/td>\n<\/tr>\n<tr>\n<th>23648<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5de5\u4f53\u5317\u91cc<\/td>\n<td>101102547276<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>490.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u6bdb\u576f<\/td>\n<td>54.0<\/td>\n<td>1984<\/td>\n<\/tr>\n<tr>\n<th>23649<\/th>\n<td>\u4e1c\u5357\u5317<\/td>\n<td>\u5b89\u8d1e<\/td>\n<td>NaN<\/td>\n<td>12<\/td>\n<td>\u5c0f\u9ec4\u5e84\u4e8c\u533a<\/td>\n<td>101102726945<\/td>\n<td>4\u5ba41\u5385<\/td>\n<td>1300.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>122.0<\/td>\n<td>1996<\/td>\n<\/tr>\n<tr>\n<th>23650<\/th>\n<td>\u897f<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>29<\/td>\n<td>\u5e7f\u6e20\u5bb6\u56ed<\/td>\n<td>101102653969<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>435.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>51.0<\/td>\n<td>2009<\/td>\n<\/tr>\n<tr>\n<th>23651<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e03\u533a<\/td>\n<td>101102686119<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>540.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>56.0<\/td>\n<td>1989<\/td>\n<\/tr>\n<tr>\n<th>23652<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5317\u5b98\u5385\u80e1\u540c2\u53f7\u9662<\/td>\n<td>101102669476<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>59.0<\/td>\n<td>1985<\/td>\n<\/tr>\n<tr>\n<th>23653<\/th>\n<td>\u4e1c\u5357<\/td>\n<td>\u671d\u9633\u95e8\u5185<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u4ed3\u5357\u80e1\u540c<\/td>\n<td>101102422853<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>938.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>71.0<\/td>\n<td>2003<\/td>\n<\/tr>\n<tr>\n<th>23654<\/th>\n<td>\u4e1c<\/td>\n<td>\u5b89\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>11<\/td>\n<td>\u9f13\u697c\u5916\u5927\u885752\u53f7<\/td>\n<td>101102492879<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>685.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>62.0<\/td>\n<td>1992<\/td>\n<\/tr>\n<tr>\n<th>23655<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>12<\/td>\n<td>\u65b0\u88d5\u5bb6\u56ed<\/td>\n<td>101102454084<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1293.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>125.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>23656<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u65b0\u666f\u5bb6\u56ed\u897f\u533a<\/td>\n<td>101102532627<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>870.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>91.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>23657<\/th>\n<td>\u5357\u897f\u5317<\/td>\n<td>\u91d1\u5b9d\u8857<\/td>\n<td>NaN<\/td>\n<td>5<\/td>\n<td>\u53f2\u5bb6\u80e1\u540c20\u53f7\u9662<\/td>\n<td>101102587502<\/td>\n<td>2\u5ba40\u5385<\/td>\n<td>686.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>46.0<\/td>\n<td>1980<\/td>\n<\/tr>\n<tr>\n<th>23658<\/th>\n<td>\u5357<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>NaN<\/td>\n<td>9<\/td>\n<td>\u6625\u79c0\u8def<\/td>\n<td>101102587082<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>572.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>59.0<\/td>\n<td>1998<\/td>\n<\/tr>\n<tr>\n<th>23659<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u671d\u9633\u95e8\u5185<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u897f\u6c34\u4e95\u80e1\u540c<\/td>\n<td>101102328585<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>699.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>74.0<\/td>\n<td>2003<\/td>\n<\/tr>\n<tr>\n<th>23660<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>14<\/td>\n<td>\u6c11\u5b89\u5c0f\u533a\u4e1c\u7f8a\u7ba1\u80e1\u540c<\/td>\n<td>101102328701<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>760.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>73.0<\/td>\n<td>2002<\/td>\n<\/tr>\n<tr>\n<th>23661<\/th>\n<td>\u4e1c<\/td>\n<td>\u5de6\u5b89\u95e8<\/td>\n<td>NaN<\/td>\n<td>15<\/td>\n<td>\u5de6\u5b89\u6f2a\u56ed<\/td>\n<td>101102716957<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>950.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>113.0<\/td>\n<td>2004<\/td>\n<\/tr>\n<tr>\n<th>23662<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e5d\u533a<\/td>\n<td>101102724566<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>670.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>67.0<\/td>\n<td>1990<\/td>\n<\/tr>\n<tr>\n<th>23663<\/th>\n<td>\u897f<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>20<\/td>\n<td>\u548c\u5e73\u91cc\u4e8c\u533a<\/td>\n<td>101102668742<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>800.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>79.0<\/td>\n<td>2006<\/td>\n<\/tr>\n<tr>\n<th>23664<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e09\u533a<\/td>\n<td>101102647453<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>430.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>40.0<\/td>\n<td>1996<\/td>\n<\/tr>\n<tr>\n<th>23665<\/th>\n<td>\u4e1c\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5b9a\u5b89\u91cc<\/td>\n<td>101102729923<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>419.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>64.0<\/td>\n<td>1984<\/td>\n<\/tr>\n<tr>\n<th>23666<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u9676\u7136\u4ead<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>23<\/td>\n<td>\u4e2d\u6d77\u7d2b\u5fa1\u516c\u9986<\/td>\n<td>101102184767<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>599.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>63.0<\/td>\n<td>2010<\/td>\n<\/tr>\n<tr>\n<th>23667<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5b9a\u5b89\u91cc<\/td>\n<td>101102724425<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>365.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>55.0<\/td>\n<td>1984<\/td>\n<\/tr>\n<tr>\n<th>23668<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u6d77\u8fd0\u4ed3\u5c0f\u533a<\/td>\n<td>101102575113<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>950.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>82.0<\/td>\n<td>2003<\/td>\n<\/tr>\n<tr>\n<th>23669<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>22<\/td>\n<td>\u4eac\u79a7\u9601<\/td>\n<td>101102509047<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1050.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>119.0<\/td>\n<td>2013<\/td>\n<\/tr>\n<tr>\n<th>23670<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4ea4\u9053\u53e3<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u571f\u513f\u80e1\u540c<\/td>\n<td>101102411691<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>880.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>69.0<\/td>\n<td>2002<\/td>\n<\/tr>\n<tr>\n<th>23671<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>5<\/td>\n<td>\u7518\u6c34\u6865<\/td>\n<td>101102292212<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>565.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>56.0<\/td>\n<td>1983<\/td>\n<\/tr>\n<tr>\n<th>23672<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u4fdd\u5229\u8537\u8587<\/td>\n<td>101102296423<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1010.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>97.0<\/td>\n<td>2008<\/td>\n<\/tr>\n<tr>\n<th>23673<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u90ed\u5e84\u5317\u91cc<\/td>\n<td>101102593534<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>468.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>66.0<\/td>\n<td>1995<\/td>\n<\/tr>\n<tr>\n<th>23674<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5eb7\u9e3f\u5bb6\u56ed<\/td>\n<td>101102549465<\/td>\n<td>3\u5ba42\u5385<\/td>\n<td>1400.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>155.0<\/td>\n<td>2000<\/td>\n<\/tr>\n<tr>\n<th>23675<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u524d\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u53f0\u57fa\u5382\u5934\u676110\u53f7\u9662<\/td>\n<td>101102322422<\/td>\n<td>4\u5ba41\u5385<\/td>\n<td>1100.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>107.0<\/td>\n<td>1990<\/td>\n<\/tr>\n<tr>\n<th>23676<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>15<\/td>\n<td>\u65b0\u666f\u5bb6\u56ed\u4e1c\u533a<\/td>\n<td>101102657079<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>790.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>81.0<\/td>\n<td>2008<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>23677 rows \u00d7 12 columns<\/p>\n<\/div>\n<pre><code class=\"language-python\">df[&#039;PerPrice&#039;] = lj_df[&#039;Price&#039;]\/lj_df[&#039;Size&#039;]\ndf<\/code><\/pre>\n<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }<\/p>\n<p>    .dataframe tbody tr th {\n        vertical-align: top;\n    }<\/p>\n<p>    .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>Direction<\/th>\n<th>District<\/th>\n<th>Elevator<\/th>\n<th>Floor<\/th>\n<th>Garden<\/th>\n<th>Id<\/th>\n<th>Layout<\/th>\n<th>Price<\/th>\n<th>Region<\/th>\n<th>Renovation<\/th>\n<th>Size<\/th>\n<th>Year<\/th>\n<th>PerPrice<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th>0<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u706f\u5e02\u53e3<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u9521\u62c9\u80e1\u540c21\u53f7\u9662<\/td>\n<td>101102647043<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>780.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>75.0<\/td>\n<td>1988<\/td>\n<td>10.400000<\/td>\n<\/tr>\n<tr>\n<th>1<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u5355<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u4e1c\u534e\u95e8\u5927\u8857<\/td>\n<td>101102650978<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>705.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>60.0<\/td>\n<td>1988<\/td>\n<td>11.750000<\/td>\n<\/tr>\n<tr>\n<th>2<\/th>\n<td>\u5357\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>16<\/td>\n<td>\u65b0\u4e16\u754c\u4e2d\u5fc3<\/td>\n<td>101102672743<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1400.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>210.0<\/td>\n<td>1996<\/td>\n<td>6.666667<\/td>\n<\/tr>\n<tr>\n<th>3<\/th>\n<td>\u5357<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>7<\/td>\n<td>\u5174\u9686\u90fd\u5e02\u99a8\u56ed<\/td>\n<td>101102577410<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>420.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>39.0<\/td>\n<td>2004<\/td>\n<td>10.769231<\/td>\n<\/tr>\n<tr>\n<th>4<\/th>\n<td>\u5357<\/td>\n<td>\u9676\u7136\u4ead<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>19<\/td>\n<td>\u4e2d\u6d77\u7d2b\u5fa1\u516c\u9986<\/td>\n<td>101102574696<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>998.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>90.0<\/td>\n<td>2010<\/td>\n<td>11.088889<\/td>\n<\/tr>\n<tr>\n<th>5<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u5e78\u798f\u5bb6\u56ed\u4e8c\u671f<\/td>\n<td>101102407993<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1180.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>111.0<\/td>\n<td>2003<\/td>\n<td>10.630631<\/td>\n<\/tr>\n<tr>\n<th>6<\/th>\n<td>\u5357<\/td>\n<td>\u897f\u7f57\u56ed<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u897f\u9769\u65b0\u91cc110\u53f7\u9662<\/td>\n<td>101102629841<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>319.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>42.0<\/td>\n<td>1992<\/td>\n<td>7.595238<\/td>\n<\/tr>\n<tr>\n<th>7<\/th>\n<td>\u5357<\/td>\n<td>\u897f\u7f57\u56ed<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>16<\/td>\n<td>\u5efa\u4e88\u56ed<\/td>\n<td>101102378003<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>640.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>105.0<\/td>\n<td>1999<\/td>\n<td>6.095238<\/td>\n<\/tr>\n<tr>\n<th>8<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u82b1\u5e02<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>9<\/td>\n<td>\u5bcc\u8d35\u56ed\u4e00\u533a<\/td>\n<td>101102345859<\/td>\n<td>3\u5ba42\u5385<\/td>\n<td>1780.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>161.0<\/td>\n<td>2003<\/td>\n<td>11.055901<\/td>\n<\/tr>\n<tr>\n<th>9<\/th>\n<td>\u4e1c\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>25<\/td>\n<td>\u4e07\u56fd\u57ceMOMA<\/td>\n<td>101102070529<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>1300.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>127.0<\/td>\n<td>2002<\/td>\n<td>10.236220<\/td>\n<\/tr>\n<tr>\n<th>10<\/th>\n<td>\u5357<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>5<\/td>\n<td>\u5341\u5b57\u5761\u4e1c\u91cc<\/td>\n<td>101102599410<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>405.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>37.0<\/td>\n<td>1986<\/td>\n<td>10.945946<\/td>\n<\/tr>\n<tr>\n<th>11<\/th>\n<td>\u5357<\/td>\n<td>\u5730\u5b89\u95e8<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>5<\/td>\n<td>\u5e3d\u513f\u80e1\u540c45\u53f7\u9662<\/td>\n<td>101102516190<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>700.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>50.0<\/td>\n<td>1985<\/td>\n<td>14.000000<\/td>\n<\/tr>\n<tr>\n<th>12<\/th>\n<td>\u897f<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>19<\/td>\n<td>\u91d1\u6865\u56fd\u9645<\/td>\n<td>101102620368<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>462.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>54.0<\/td>\n<td>2004<\/td>\n<td>8.555556<\/td>\n<\/tr>\n<tr>\n<th>13<\/th>\n<td>\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u592a\u534e\u516c\u5bd3<\/td>\n<td>101102624056<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>518.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>64.0<\/td>\n<td>2000<\/td>\n<td>8.093750<\/td>\n<\/tr>\n<tr>\n<th>14<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u83dc\u6237\u8425<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>23<\/td>\n<td>\u4fe1\u5fb7\u56ed<\/td>\n<td>101102691675<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>960.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>146.0<\/td>\n<td>2002<\/td>\n<td>6.575342<\/td>\n<\/tr>\n<tr>\n<th>15<\/th>\n<td>\u4e1c<\/td>\n<td>\u6728\u6a28\u5730<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>4<\/td>\n<td>\u897f\u4fbf\u95e8\u5916\u5927\u8857<\/td>\n<td>101102653830<\/td>\n<td>2\u5ba40\u5385<\/td>\n<td>457.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>50.0<\/td>\n<td>1957<\/td>\n<td>9.140000<\/td>\n<\/tr>\n<tr>\n<th>16<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u9a6c\u7538<\/td>\n<td>NaN<\/td>\n<td>18<\/td>\n<td>\u53cc\u65d7\u6746\u4e1c\u91cc<\/td>\n<td>101102570446<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>610.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>58.0<\/td>\n<td>1986<\/td>\n<td>10.517241<\/td>\n<\/tr>\n<tr>\n<th>17<\/th>\n<td>\u5317<\/td>\n<td>\u9a6c\u8fde\u9053<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u7b2c\u4e09\u533a<\/td>\n<td>101102583180<\/td>\n<td>2\u623f\u95f42\u536b<\/td>\n<td>340.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>33.0<\/td>\n<td>2011<\/td>\n<td>10.303030<\/td>\n<\/tr>\n<tr>\n<th>18<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u516d\u94fa\u7095<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>17<\/td>\n<td>\u516d\u94fa\u7095\u4e8c\u533a<\/td>\n<td>101102306094<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1120.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>78.0<\/td>\n<td>1990<\/td>\n<td>14.358974<\/td>\n<\/tr>\n<tr>\n<th>19<\/th>\n<td>\u5317<\/td>\n<td>\u5e7f\u5b89\u95e8<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>26<\/td>\n<td>\u8363\u4e302008<\/td>\n<td>101101718499<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>320.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>28.0<\/td>\n<td>2006<\/td>\n<td>11.428571<\/td>\n<\/tr>\n<tr>\n<th>20<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u725b\u8857<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>12<\/td>\n<td>\u5e73\u539f\u91cc\u5c0f\u533a<\/td>\n<td>101102532889<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>596.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>59.0<\/td>\n<td>1999<\/td>\n<td>10.101695<\/td>\n<\/tr>\n<tr>\n<th>21<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6728\u6a28\u5730<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>18<\/td>\n<td>\u771f\u6b66\u5e99\u516d\u91cc<\/td>\n<td>101102454060<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>888.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>78.0<\/td>\n<td>1988<\/td>\n<td>11.384615<\/td>\n<\/tr>\n<tr>\n<th>22<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u53f3\u5b89\u95e8\u5185<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u53f3\u5b89\u95e8\u5185\u5927\u8857<\/td>\n<td>101102089935<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>405.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u5176\u4ed6<\/td>\n<td>45.0<\/td>\n<td>1991<\/td>\n<td>9.000000<\/td>\n<\/tr>\n<tr>\n<th>23<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u897f\u76f4\u95e8<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u7389\u6843\u56ed\u4e8c\u533a<\/td>\n<td>101102528745<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>60.0<\/td>\n<td>1997<\/td>\n<td>10.833333<\/td>\n<\/tr>\n<tr>\n<th>24<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u9a6c\u8fde\u9053<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u7ea2\u83b2\u5357\u91cc<\/td>\n<td>101102625441<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>470.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>61.0<\/td>\n<td>1992<\/td>\n<td>7.704918<\/td>\n<\/tr>\n<tr>\n<th>25<\/th>\n<td>\u5357<\/td>\n<td>\u725b\u8857<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u767d\u5e7f\u8def6\u53f7\u9662<\/td>\n<td>101102562685<\/td>\n<td>3\u5ba40\u5385<\/td>\n<td>635.0<\/td>\n<td>\u897f\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>84.0<\/td>\n<td>1955<\/td>\n<td>7.559524<\/td>\n<\/tr>\n<tr>\n<th>26<\/th>\n<td>\u897f<\/td>\n<td>\u4e9a\u8fd0\u6751\u5c0f\u8425<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>7<\/td>\n<td>\u80b2\u6167\u91cc\u4e00\u533a<\/td>\n<td>101102161792<\/td>\n<td>1\u5ba40\u5385<\/td>\n<td>343.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>52.0<\/td>\n<td>2001<\/td>\n<td>6.596154<\/td>\n<\/tr>\n<tr>\n<th>27<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u671b\u4eac<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>10<\/td>\n<td>\u5927\u897f\u6d0b\u65b0\u57ceA\u533a<\/td>\n<td>101102387406<\/td>\n<td>2\u5ba42\u5385<\/td>\n<td>835.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>86.0<\/td>\n<td>1999<\/td>\n<td>9.709302<\/td>\n<\/tr>\n<tr>\n<th>28<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u56e2\u7ed3\u6e56<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u56e2\u7ed3\u6e56\u8def<\/td>\n<td>101102395918<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>430.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>65.0<\/td>\n<td>1980<\/td>\n<td>6.615385<\/td>\n<\/tr>\n<tr>\n<th>29<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e09\u5143\u6865<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>12<\/td>\n<td>\u5c1a\u5bb6\u697c48\u53f7\u9662<\/td>\n<td>101102691041<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>610.0<\/td>\n<td>\u671d\u9633<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>75.0<\/td>\n<td>1998<\/td>\n<td>8.133333<\/td>\n<\/tr>\n<tr>\n<th>&#8230;<\/th>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<\/tr>\n<tr>\n<th>23647<\/th>\n<td>\u4e1c\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e03\u533a<\/td>\n<td>101102564044<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>69.0<\/td>\n<td>1995<\/td>\n<td>9.420290<\/td>\n<\/tr>\n<tr>\n<th>23648<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5de5\u4f53\u5317\u91cc<\/td>\n<td>101102547276<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>490.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u6bdb\u576f<\/td>\n<td>54.0<\/td>\n<td>1984<\/td>\n<td>9.074074<\/td>\n<\/tr>\n<tr>\n<th>23649<\/th>\n<td>\u4e1c\u5357\u5317<\/td>\n<td>\u5b89\u8d1e<\/td>\n<td>NaN<\/td>\n<td>12<\/td>\n<td>\u5c0f\u9ec4\u5e84\u4e8c\u533a<\/td>\n<td>101102726945<\/td>\n<td>4\u5ba41\u5385<\/td>\n<td>1300.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>122.0<\/td>\n<td>1996<\/td>\n<td>10.655738<\/td>\n<\/tr>\n<tr>\n<th>23650<\/th>\n<td>\u897f<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>29<\/td>\n<td>\u5e7f\u6e20\u5bb6\u56ed<\/td>\n<td>101102653969<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>435.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>51.0<\/td>\n<td>2009<\/td>\n<td>8.529412<\/td>\n<\/tr>\n<tr>\n<th>23651<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e03\u533a<\/td>\n<td>101102686119<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>540.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>56.0<\/td>\n<td>1989<\/td>\n<td>9.642857<\/td>\n<\/tr>\n<tr>\n<th>23652<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5317\u5b98\u5385\u80e1\u540c2\u53f7\u9662<\/td>\n<td>101102669476<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>650.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>59.0<\/td>\n<td>1985<\/td>\n<td>11.016949<\/td>\n<\/tr>\n<tr>\n<th>23653<\/th>\n<td>\u4e1c\u5357<\/td>\n<td>\u671d\u9633\u95e8\u5185<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u4ed3\u5357\u80e1\u540c<\/td>\n<td>101102422853<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>938.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>71.0<\/td>\n<td>2003<\/td>\n<td>13.211268<\/td>\n<\/tr>\n<tr>\n<th>23654<\/th>\n<td>\u4e1c<\/td>\n<td>\u5b89\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>11<\/td>\n<td>\u9f13\u697c\u5916\u5927\u885752\u53f7<\/td>\n<td>101102492879<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>685.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>62.0<\/td>\n<td>1992<\/td>\n<td>11.048387<\/td>\n<\/tr>\n<tr>\n<th>23655<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>12<\/td>\n<td>\u65b0\u88d5\u5bb6\u56ed<\/td>\n<td>101102454084<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>1293.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>125.0<\/td>\n<td>2004<\/td>\n<td>10.344000<\/td>\n<\/tr>\n<tr>\n<th>23656<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u65b0\u666f\u5bb6\u56ed\u897f\u533a<\/td>\n<td>101102532627<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>870.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>91.0<\/td>\n<td>2004<\/td>\n<td>9.560440<\/td>\n<\/tr>\n<tr>\n<th>23657<\/th>\n<td>\u5357\u897f\u5317<\/td>\n<td>\u91d1\u5b9d\u8857<\/td>\n<td>NaN<\/td>\n<td>5<\/td>\n<td>\u53f2\u5bb6\u80e1\u540c20\u53f7\u9662<\/td>\n<td>101102587502<\/td>\n<td>2\u5ba40\u5385<\/td>\n<td>686.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>46.0<\/td>\n<td>1980<\/td>\n<td>14.913043<\/td>\n<\/tr>\n<tr>\n<th>23658<\/th>\n<td>\u5357<\/td>\n<td>\u5de5\u4f53<\/td>\n<td>NaN<\/td>\n<td>9<\/td>\n<td>\u6625\u79c0\u8def<\/td>\n<td>101102587082<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>572.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>59.0<\/td>\n<td>1998<\/td>\n<td>9.694915<\/td>\n<\/tr>\n<tr>\n<th>23659<\/th>\n<td>\u4e1c\u897f<\/td>\n<td>\u671d\u9633\u95e8\u5185<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u897f\u6c34\u4e95\u80e1\u540c<\/td>\n<td>101102328585<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>699.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>74.0<\/td>\n<td>2003<\/td>\n<td>9.445946<\/td>\n<\/tr>\n<tr>\n<th>23660<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>14<\/td>\n<td>\u6c11\u5b89\u5c0f\u533a\u4e1c\u7f8a\u7ba1\u80e1\u540c<\/td>\n<td>101102328701<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>760.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>73.0<\/td>\n<td>2002<\/td>\n<td>10.410959<\/td>\n<\/tr>\n<tr>\n<th>23661<\/th>\n<td>\u4e1c<\/td>\n<td>\u5de6\u5b89\u95e8<\/td>\n<td>NaN<\/td>\n<td>15<\/td>\n<td>\u5de6\u5b89\u6f2a\u56ed<\/td>\n<td>101102716957<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>950.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>113.0<\/td>\n<td>2004<\/td>\n<td>8.407080<\/td>\n<\/tr>\n<tr>\n<th>23662<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e5d\u533a<\/td>\n<td>101102724566<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>670.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>67.0<\/td>\n<td>1990<\/td>\n<td>10.000000<\/td>\n<\/tr>\n<tr>\n<th>23663<\/th>\n<td>\u897f<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>20<\/td>\n<td>\u548c\u5e73\u91cc\u4e8c\u533a<\/td>\n<td>101102668742<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>800.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>79.0<\/td>\n<td>2006<\/td>\n<td>10.126582<\/td>\n<\/tr>\n<tr>\n<th>23664<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u548c\u5e73\u91cc\u4e09\u533a<\/td>\n<td>101102647453<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>430.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>40.0<\/td>\n<td>1996<\/td>\n<td>10.750000<\/td>\n<\/tr>\n<tr>\n<th>23665<\/th>\n<td>\u4e1c\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5b9a\u5b89\u91cc<\/td>\n<td>101102729923<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>419.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>64.0<\/td>\n<td>1984<\/td>\n<td>6.546875<\/td>\n<\/tr>\n<tr>\n<th>23666<\/th>\n<td>\u897f\u5317<\/td>\n<td>\u9676\u7136\u4ead<\/td>\n<td>\u6709\u7535\u68af<\/td>\n<td>23<\/td>\n<td>\u4e2d\u6d77\u7d2b\u5fa1\u516c\u9986<\/td>\n<td>101102184767<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>599.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>63.0<\/td>\n<td>2010<\/td>\n<td>9.507937<\/td>\n<\/tr>\n<tr>\n<th>23667<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5b9a\u5b89\u91cc<\/td>\n<td>101102724425<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>365.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>55.0<\/td>\n<td>1984<\/td>\n<td>6.636364<\/td>\n<\/tr>\n<tr>\n<th>23668<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4e1c\u76f4\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u6d77\u8fd0\u4ed3\u5c0f\u533a<\/td>\n<td>101102575113<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>950.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>82.0<\/td>\n<td>2003<\/td>\n<td>11.585366<\/td>\n<\/tr>\n<tr>\n<th>23669<\/th>\n<td>\u897f\u5357<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>22<\/td>\n<td>\u4eac\u79a7\u9601<\/td>\n<td>101102509047<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1050.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>119.0<\/td>\n<td>2013<\/td>\n<td>8.823529<\/td>\n<\/tr>\n<tr>\n<th>23670<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u4ea4\u9053\u53e3<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u571f\u513f\u80e1\u540c<\/td>\n<td>101102411691<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>880.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>69.0<\/td>\n<td>2002<\/td>\n<td>12.753623<\/td>\n<\/tr>\n<tr>\n<th>23671<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>5<\/td>\n<td>\u7518\u6c34\u6865<\/td>\n<td>101102292212<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>565.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>56.0<\/td>\n<td>1983<\/td>\n<td>10.089286<\/td>\n<\/tr>\n<tr>\n<th>23672<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5e7f\u6e20\u95e8<\/td>\n<td>NaN<\/td>\n<td>16<\/td>\n<td>\u4fdd\u5229\u8537\u8587<\/td>\n<td>101102296423<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>1010.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>97.0<\/td>\n<td>2008<\/td>\n<td>10.412371<\/td>\n<\/tr>\n<tr>\n<th>23673<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u6c38\u5b9a\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u90ed\u5e84\u5317\u91cc<\/td>\n<td>101102593534<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>468.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>66.0<\/td>\n<td>1995<\/td>\n<td>7.090909<\/td>\n<\/tr>\n<tr>\n<th>23674<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u548c\u5e73\u91cc<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u5eb7\u9e3f\u5bb6\u56ed<\/td>\n<td>101102549465<\/td>\n<td>3\u5ba42\u5385<\/td>\n<td>1400.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>155.0<\/td>\n<td>2000<\/td>\n<td>9.032258<\/td>\n<\/tr>\n<tr>\n<th>23675<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u524d\u95e8<\/td>\n<td>NaN<\/td>\n<td>6<\/td>\n<td>\u53f0\u57fa\u5382\u5934\u676110\u53f7\u9662<\/td>\n<td>101102322422<\/td>\n<td>4\u5ba41\u5385<\/td>\n<td>1100.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7b80\u88c5<\/td>\n<td>107.0<\/td>\n<td>1990<\/td>\n<td>10.280374<\/td>\n<\/tr>\n<tr>\n<th>23676<\/th>\n<td>\u5357\u5317<\/td>\n<td>\u5d07\u6587\u95e8<\/td>\n<td>NaN<\/td>\n<td>15<\/td>\n<td>\u65b0\u666f\u5bb6\u56ed\u4e1c\u533a<\/td>\n<td>101102657079<\/td>\n<td>1\u5ba41\u5385<\/td>\n<td>790.0<\/td>\n<td>\u4e1c\u57ce<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>81.0<\/td>\n<td>2008<\/td>\n<td>9.753086<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>23677 rows \u00d7 13 columns<\/p>\n<\/div>\n<pre><code class=\"language-python\"># \u91cd\u65b0\u6446\u653e\u5217\u4f4d\u7f6e\ncolumns = [&#039;Region&#039;, &#039;District&#039;, &#039;Garden&#039;, &#039;Layout&#039;, &#039;Floor&#039;, &#039;Year&#039;, &#039;Size&#039;, &#039;Elevator&#039;, &#039;Direction&#039;, &#039;Renovation&#039;, &#039;PerPrice&#039;, &#039;Price&#039;]\ndf = pd.DataFrame(df, columns = columns)\n\n# \u91cd\u65b0\u5ba1\u89c6\u6570\u636e\u96c6\ndisplay(df.head(n=2))<\/code><\/pre>\n<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }<\/p>\n<p>    .dataframe tbody tr th {\n        vertical-align: top;\n    }<\/p>\n<p>    .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>Region<\/th>\n<th>District<\/th>\n<th>Garden<\/th>\n<th>Layout<\/th>\n<th>Floor<\/th>\n<th>Year<\/th>\n<th>Size<\/th>\n<th>Elevator<\/th>\n<th>Direction<\/th>\n<th>Renovation<\/th>\n<th>PerPrice<\/th>\n<th>Price<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th>0<\/th>\n<td>\u4e1c\u57ce<\/td>\n<td>\u706f\u5e02\u53e3<\/td>\n<td>\u9521\u62c9\u80e1\u540c21\u53f7\u9662<\/td>\n<td>3\u5ba41\u5385<\/td>\n<td>6<\/td>\n<td>1988<\/td>\n<td>75.0<\/td>\n<td>NaN<\/td>\n<td>\u4e1c\u897f<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>10.40<\/td>\n<td>780.0<\/td>\n<\/tr>\n<tr>\n<th>1<\/th>\n<td>\u4e1c\u57ce<\/td>\n<td>\u4e1c\u5355<\/td>\n<td>\u4e1c\u534e\u95e8\u5927\u8857<\/td>\n<td>2\u5ba41\u5385<\/td>\n<td>6<\/td>\n<td>1988<\/td>\n<td>60.0<\/td>\n<td>\u65e0\u7535\u68af<\/td>\n<td>\u5357\u5317<\/td>\n<td>\u7cbe\u88c5<\/td>\n<td>11.75<\/td>\n<td>705.0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h1>\u6570\u636e\u5206\u6790<\/h1>\n<div id=\"rml_readmorelogin_placeholder\" style=\"position:relative;\"><div id=\"rml_fade_content\" style=\"position: absolute;\r\ntop:-10em;\r\nwidth:100%;\r\nheight:10em;\r\nbackground: -webkit-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -moz-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -o-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -ms-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\"><\/div><div class=\"wpf-controller aru_rml_from_in_post\" style=\"background-color:#eeeeee;border:5px solid #cce6ff;\" id=\"ARU_ReadMoreLogin_ReadMoreLoginController\"><h2 id=\"Header\">\u67e5\u770b\u66f4\u591a<\/h2><div id=\"Message\"><p>\u8054\u7cfb\u7ba1\u7406\u5458\u5fae\u4fe1tutu19192010\uff0c\u6ce8\u518c\u8d26\u53f7<\/p>\n<\/div><div id=\"StatusBarHeader\"><\/div><form id=\"ARU_ReadMoreLogin_ReadMoreLoginController\"><input name=\"post_id\" value=\"3731\" type=\"hidden\"\/><input name=\"_init_callback\" value=\"InitLogin\" type=\"hidden\"\/><input name=\"post_id\" value=\"3731\" type=\"hidden\"\/><input name=\"rt_ype\" value=\"1\" type=\"hidden\"\/><input name=\"nonce\" value=\"83219e154e\" type=\"hidden\"\/><input name=\"_wpnonce\" value=\"ee095c8387\" type=\"hidden\"\/><input name=\"_controller\" value=\"ARU_ReadMoreLogin\\ReadMoreLoginController\" type=\"hidden\"\/><input name=\"_proxy_controller\" value=\"ARU_ReadMoreLogin\\ReadMoreLoginController\" type=\"hidden\"\/><input name=\"_view\" value=\"ARU_ReadMoreLogin\\ReadMoreLoginView\" type=\"hidden\"\/><table class=\"wpf-table-placeholder\"><tbody class=\"wpf-table-placeholder\"><tr class=\"wpf-table-placeholder\"><td class=\"wpf-table-placeholder-input\" width=\"400px\"><table class=\"wpf-table-placeholder\"><tbody class=\"wpf-table-placeholder\"><tr class=\"wpf-table-placeholder\"><th class=\"wpf-table-placeholder-input\"><label 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href=\"https:\/\/egonlin.com\/wp-login.php?action=register\">Register<\/a><\/div><div id=\"Link1\"><a href=\"https:\/\/egonlin.com\/wp-login.php?action=lostpassword\">Forgotten username or password?<\/a><\/div><div id=\"StatusBarFooter\"><\/div><\/div><\/div><div id=aru_remaining_content><\/div>","protected":false},"excerpt":{"rendered":"<p>\u83b7\u53d6\u6570\u636e \u94fe\u63a5:https:\/\/pan.baidu.com\/s\/1E8akk1gX9zppCViOQLDiUQ [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[316,310],"tags":[],"_links":{"self":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts\/3731"}],"collection":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3731"}],"version-history":[{"count":0,"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts\/3731\/revisions"}],"wp:attachment":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}