{"id":77020,"date":"2026-02-23T20:42:49","date_gmt":"2026-02-23T12:42:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/77020.html"},"modified":"2026-02-23T20:42:49","modified_gmt":"2026-02-23T12:42:49","slug":"zillow-%e6%95%b0%e6%8d%ae%e9%9b%86%e7%a4%ba%e4%be%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/77020.html","title":{"rendered":"Zillow \u6570\u636e\u96c6\u793a\u4f8b"},"content":{"rendered":"<p>Zillow \u6570\u636e\u96c6\u793a\u4f8b&#xff08;\u5e38\u89c1\u623f\u4ea7\u6570\u636e\u96c6\u6837\u672c\u5c55\u793a&#xff09;<\/p>\n<p>Zillow&#xff08;\u7f8e\u56fd\u8457\u540d\u623f\u5730\u4ea7\u5e73\u53f0&#xff09;\u516c\u5f00\u6216\u901a\u8fc7\u722c\u53d6\/\u7ade\u8d5b\u5206\u4eab\u7684\u6570\u636e\u96c6\u4e3b\u8981\u6709\u4e24\u7c7b&#xff1a;<\/p>\n<ul>\n<li>\u5b8f\u89c2\u805a\u5408\u6570\u636e&#xff1a;\u5982 ZHVI&#xff08;Zillow Home Value Index&#xff0c;\u623f\u5c4b\u4ef7\u503c\u6307\u6570&#xff09;&#xff0c;\u8fd9\u662f Zillow Research \u6bcf\u6708\u53d1\u5e03\u7684 CSV&#xff0c;\u8ffd\u8e2a\u533a\u57df\u4e2d\u4f4d\u623f\u4ef7\u8d8b\u52bf\u3002<\/li>\n<li>\u5fae\u89c2\u623f\u4ea7\u7ea7\u6570\u636e&#xff1a;\u5982 Kaggle \u201cZillow Prize\u201d \u7ade\u8d5b\u6570\u636e\u96c6&#xff08;2017 \u5e74&#xff09;&#xff0c;\u5305\u542b\u5355\u4e2a\u623f\u4ea7\u7684\u7279\u5f81 &#043; \u5b9e\u9645\u552e\u4ef7\u8bef\u5dee&#xff1b;\u6216\u7b2c\u4e09\u65b9\u722c\u53d6\u7684 listing \u6570\u636e&#xff08;zpid\u3001\u5730\u5740\u3001\u5367\u5ba4\u6570\u3001\u4ef7\u683c\u3001Zestimate \u7b49&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u4e0b\u9762\u7ed9\u4f60\u51e0\u4e2a\u5178\u578b\u793a\u4f8b&#xff08;\u57fa\u4e8e\u516c\u5f00\u6765\u6e90\u7684\u6837\u672c\u884c\u6216\u7ed3\u6784\u63cf\u8ff0&#xff09;&#xff1a;<\/p>\n<h4>1. Zillow Research ZHVI \u793a\u4f8b&#xff08;\u533a\u57df\u623f\u4ef7\u6307\u6570&#xff0c;\u5b8f\u89c2\u805a\u5408\u578b&#xff09;<\/h4>\n<p>\u8fd9\u662f\u6700\u5b98\u65b9\u7684\u516c\u5f00\u6570\u636e\u96c6\u4e4b\u4e00&#xff0c;\u683c\u5f0f\u4e3a CSV&#xff0c;\u6bcf\u884c\u662f\u4e00\u4e2a\u5730\u533a&#xff08;\u5982 Metro\u3001City\u3001Zip&#xff09;\u7684\u6708\u5ea6\u4e2d\u4f4d\u623f\u4ef7\u4f30\u7b97\u3002<\/p>\n<p>\u5178\u578b\u5217&#xff08;\u90e8\u5206&#xff09;&#xff1a;<\/p>\n<ul>\n<li>RegionID<\/li>\n<li>RegionName (e.g., Metro name or Zip code)<\/li>\n<li>SizeRank<\/li>\n<li>RegionType (e.g., Metro, City, Zip)<\/li>\n<li>StateName<\/li>\n<li>\u7136\u540e\u662f\u5927\u91cf\u65e5\u671f\u5217&#xff1a;2000-01-31, 2000-02-29, \u2026, \u6700\u65b0\u6708<\/li>\n<\/ul>\n<p>\u793a\u4f8b\u884c&#xff08;\u7b80\u5316&#xff0c;\u5047\u8bbe Metro \u6570\u636e&#xff09;&#xff1a;<\/p>\n<table>\n<tr>RegionNameStateName2025-01-312025-02-282025-03-31\u2026<\/tr>\n<tbody>\n<tr>\n<td>New York-Newark-Jersey City<\/td>\n<td>NY<\/td>\n<td>682400<\/td>\n<td>685200<\/td>\n<td>688900<\/td>\n<td>\u2026<\/td>\n<\/tr>\n<tr>\n<td>Los Angeles-Long Beach-Anaheim<\/td>\n<td>CA<\/td>\n<td>912500<\/td>\n<td>918000<\/td>\n<td>923700<\/td>\n<td>\u2026<\/td>\n<\/tr>\n<tr>\n<td>Chicago-Naperville-Elgin<\/td>\n<td>IL<\/td>\n<td>345600<\/td>\n<td>347800<\/td>\n<td>350200<\/td>\n<td>\u2026<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0b\u8f7d\u5730\u5740\u793a\u4f8b&#xff1a;https:\/\/www.zillow.com\/research\/data\/&#xff08;\u6bcf\u6708\u66f4\u65b0&#xff0c;\u9009\u62e9 ZHVI \u2192 Metro \u7b49&#xff09;\u3002<\/p>\n<h4>2. Kaggle Zillow Prize \u6570\u636e\u96c6\u793a\u4f8b&#xff08;\u623f\u4ea7\u7ea7&#xff0c;\u5fae\u89c2 &#043; \u9884\u6d4b\u8bef\u5dee&#xff09;<\/h4>\n<p>\u8fd9\u662f\u6700\u7ecf\u5178\u7684\u673a\u5668\u5b66\u4e60\u6570\u636e\u96c6&#xff08;2017 \u7ade\u8d5b&#xff09;&#xff0c;\u76ee\u6807\u662f\u9884\u6d4b log-error &#061; log(\u5b9e\u9645\u552e\u4ef7) &#8211; log(Zestimate)\u3002<\/p>\n<p>properties_2016.csv&#xff08;\u623f\u4ea7\u7279\u5f81&#xff0c;\u4e3b\u8868&#xff0c;\u7ea6 3M \u884c&#xff0c;58 \u5217&#xff09;<\/p>\n<p>\u5178\u578b\u5217&#xff08;\u90e8\u5206&#xff09;&#xff1a;<\/p>\n<ul>\n<li>parcelid&#xff08;\u623f\u4ea7\u552f\u4e00 ID&#xff09;<\/li>\n<li>bathroomcnt&#xff08;\u6d74\u5ba4\u6570&#xff09;<\/li>\n<li>bedroomcnt&#xff08;\u5367\u5ba4\u6570&#xff09;<\/li>\n<li>calculatedfinishedsquarefeet&#xff08;\u8ba1\u7b97\u5b8c\u5de5\u9762\u79ef&#xff09;<\/li>\n<li>latitude \/ longitude<\/li>\n<li>lotsizesquarefeet&#xff08;\u5730\u5757\u9762\u79ef&#xff09;<\/li>\n<li>yearbuilt&#xff08;\u5efa\u9020\u5e74\u4efd&#xff09;<\/li>\n<li>taxvaluedollarcnt&#xff08;\u7a0e\u8bc4\u4f30\u4ef7\u503c&#xff09;<\/li>\n<li>regionidcity \/ regionidzip \u7b49<\/li>\n<\/ul>\n<p>\u793a\u4f8b\u524d\u51e0\u884c&#xff08;\u7b80\u5316&#xff0c;\u57fa\u4e8e\u516c\u5f00 notebook 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Kaggle \u4e0a\u8fd8\u80fd\u4e0b\u8f7d&#xff1a;https:\/\/www.kaggle.com\/c\/zillow-prize-1\/data<\/p>\n<h4>3. \u7b2c\u4e09\u65b9\u722c\u53d6\u7684 Zillow Listing \u6570\u636e\u793a\u4f8b&#xff08;\u5e38\u89c1\u5546\u4e1a\/\u7814\u7a76\u6837\u672c&#xff09;<\/h4>\n<p>\u5f88\u591a\u7b2c\u4e09\u65b9&#xff08;\u5982 Bright Data\u3001PromptCloud&#xff09;\u63d0\u4f9b\u6216\u5206\u4eab\u7684 Zillow listing \u6837\u672c&#xff0c;\u5b57\u6bb5\u66f4\u8d34\u8fd1\u5f53\u524d\u7f51\u9875\u663e\u793a\u3002<\/p>\n<p>\u5178\u578b\u5b57\u6bb5&#xff08;\u90e8\u5206&#xff09;&#xff1a;<\/p>\n<ul>\n<li>zpid&#xff08;Zillow Property ID&#xff09;<\/li>\n<li>url<\/li>\n<li>address \/ street<\/li>\n<li>city \/ state \/ zip<\/li>\n<li>beds \/ baths<\/li>\n<li>sqft<\/li>\n<li>price&#xff08;\u552e\u4ef7\u6216\u79df\u91d1&#xff09;<\/li>\n<li>zestimate&#xff08;Zillow \u4f30\u4ef7&#xff09;<\/li>\n<li>rentZestimate&#xff08;\u79df\u91d1\u4f30\u4ef7&#xff09;<\/li>\n<li>year_built<\/li>\n<li>home_status&#xff08;For Sale \/ Sold \/ Rent \u7b49&#xff09;<\/li>\n<li>latitude \/ longitude<\/li>\n<\/ul>\n<p>\u793a\u4f8b\u884c&#xff08;\u57fa\u4e8e\u516c\u5f00\u6837\u672c&#xff0c;\u5982 Bright Data \u6216 Actowiz \u7684\u9884\u89c8&#xff09;&#xff1a;<\/p>\n<table>\n<tr>zpidaddresscitystatezipbedsbathssqftpricezestimateyear_builthome_status<\/tr>\n<tbody>\n<tr>\n<td>12345678<\/td>\n<td>123 Main St<\/td>\n<td>Manhattan<\/td>\n<td>NY<\/td>\n<td>10019<\/td>\n<td>2<\/td>\n<td>2<\/td>\n<td>1200<\/td>\n<td>3290000<\/td>\n<td>3350000<\/td>\n<td>2010<\/td>\n<td>For Sale<\/td>\n<\/tr>\n<tr>\n<td>87654321<\/td>\n<td>456 Broadway<\/td>\n<td>Astoria<\/td>\n<td>NY<\/td>\n<td>11105<\/td>\n<td>2<\/td>\n<td>1<\/td>\n<td>900<\/td>\n<td>275000<\/td>\n<td>280000<\/td>\n<td>1995<\/td>\n<td>Sold<\/td>\n<\/tr>\n<tr>\n<td>11223344<\/td>\n<td>789 Ocean Ave<\/td>\n<td>Los Angeles<\/td>\n<td>CA<\/td>\n<td>90001<\/td>\n<td>3<\/td>\n<td>2.5<\/td>\n<td>1800<\/td>\n<td>950000<\/td>\n<td>980000<\/td>\n<td>2005<\/td>\n<td>For Rent<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e9b\u662f\u5e38\u89c1\u6837\u672c\u7ed3\u6784&#xff0c;\u5b9e\u9645\u6570\u636e\u91cf\u4ece\u51e0\u5343\u5230\u4e0a\u767e\u4e07\u884c\u4e0d\u7b49\u3002<\/p>\n<p>\u5982\u679c\u4f60\u9700\u8981&#xff1a;<\/p>\n<ul>\n<li>\u4e0b\u8f7d\u5177\u4f53\u6587\u4ef6&#xff08;ZHVI \u6216 Kaggle \u6570\u636e&#xff09;<\/li>\n<li>\u7528 Python\/Pandas \u52a0\u8f7d\u793a\u4f8b\u4ee3\u7801<\/li>\n<li>\u67d0\u4e2a\u7279\u5b9a\u5b57\u6bb5\u7684\u5206\u5e03\/\u5206\u6790\u793a\u4f8b<\/li>\n<\/ul>\n<p>\u544a\u8bc9\u6211\u4f60\u7684\u7528\u9014&#xff08;\u673a\u5668\u5b66\u4e60\u5efa\u6a21&#xff1f;\u623f\u4ef7\u9884\u6d4b&#xff1f;\u6570\u636e\u5206\u6790&#xff1f;&#xff09;&#xff0c;\u6211\u53ef\u4ee5\u7ed9\u4f60\u66f4\u9488\u5bf9\u6027\u7684\u4ee3\u7801\u6216\u94fe\u63a5&#xff5e;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zillow \u6570\u636e\u96c6\u793a\u4f8b&#xff08;\u5e38\u89c1\u623f\u4ea7\u6570\u636e\u96c6\u6837\u672c\u5c55\u793a&#xff09;<br \/>\nZillow&#xff08;\u7f8e\u56fd\u8457\u540d\u623f\u5730\u4ea7\u5e73\u53f0&#xff09;\u516c\u5f00\u6216\u901a\u8fc7\u722c\u53d6\/\u7ade\u8d5b\u5206\u4eab\u7684\u6570\u636e\u96c6\u4e3b\u8981\u6709\u4e24\u7c7b&#xff1a;<br \/>\n\u5b8f\u89c2\u805a\u5408\u6570\u636e&#xff1a;\u5982 ZHVI&#xff08;Zillow Home Value Index&#xff0c;\u623f\u5c4b\u4ef7\u503c\u6307\u6570&#xff09;&#xff0c;\u8fd9\u662f Zillow Research \u6bcf\u6708\u53d1\u5e03\u7684 CSV&#xff0c;\u8ffd\u8e2a\u533a\u57df\u4e2d\u4f4d\u623f\u4ef7\u8d8b\u52bf\u3002\u5fae\u89c2\u623f\u4ea7\u7ea7\u6570\u636e&amp;#<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[124],"topic":[],"class_list":["post-77020","post","type-post","status-publish","format-standard","hentry","category-server","tag-124"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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