{"id":3838,"date":"2022-03-18T13:37:14","date_gmt":"2022-03-18T05:37:14","guid":{"rendered":"https:\/\/egonlin.com\/?p=3838"},"modified":"2022-03-18T13:40:58","modified_gmt":"2022-03-18T05:40:58","slug":"%e7%ac%ac%e4%b8%80%e8%8a%82%ef%bc%9a%e6%95%b0%e6%8d%ae%e6%ba%90","status":"publish","type":"post","link":"https:\/\/egonlin.com\/?p=3838","title":{"rendered":"\u6570\u636e\u6e90"},"content":{"rendered":"

\u6570\u636e\u6e90<\/h1>\n

\u60f3\u8981\u5b66\u4e60\u6570\u636e\u5206\u6790\u6700\u6839\u672c\u7684\u662f\u5148\u8981\u6709\u6570\u636e\uff0c\u4e0d\u7136\u90fd\u53ea\u662f\u7a7a\u8c08\u3002\u5982\u679c\u8bf4\u4f60\u662f\u5728\u4f01\u4e1a\u5185\u505a\u6570\u636e\u5206\u6790\u7684\u8bdd\u90a3\u80af\u5b9a\u4e0d\u7528\u8bf4\u4e86\uff0c\u56e0\u4e3a\u516c\u53f8\u6709\u5ba2\u6237\uff0c\u6709\u4e1a\u52a1\uff0c\u80af\u5b9a\u4f1a\u4ea7\u751f\u5927\u91cf\u7684\u6570\u636e\uff0c\u4f46\u662f\u4ec5\u4ec5\u662f\u4e2a\u4eba\u5b66\u4e60\u7684\u8bdd\uff0c\u6211\u4eec\u8981\u5982\u4f55\u83b7\u53d6\u6570\u636e\u5462\uff1f<\/p>\n

\u8fd9\u4e2a\u95ee\u9898\u4e5f\u6b63\u662f\u597d\u591a\u6570\u636e\u5206\u6790\u521d\u5b66\u8005\u7ecf\u5e38\u4f1a\u9047\u5230\u7684\u95ee\u9898\u3002\u4e00\u4e9b\u4eba\u53ef\u80fd\u4f1a\u8bf4\uff0c\u81ea\u5df1\u901a\u8fc7\u722c\u866b\u6765\u722c\u554a\uff0c\u7684\u786e\u4e0d\u9519\uff0c\u722c\u866b\u4e5f\u662f\u6211\u4eec\u83b7\u53d6\u6570\u636e\u7684\u4e00\u4e2a\u91cd\u8981\u624b\u6bb5\u4e4b\u4e00\uff0c\u4f46\u662f\u8fd9\u4e2a\u65b9\u6cd5\u5bf9\u4e8e\u521d\u5b66\u8005\u4e0d\u662f\u5f88\u53cb\u597d\uff0c\u800c\u4e14\u722c\u866b\u6d89\u53ca\u7684\u95ee\u9898\u4e5f\u6bd4\u8f83\u591a\uff0c\u6240\u4ee5\u8bf4\u6700\u597d\u6211\u4eec\u5c31\u76f4\u63a5\u62ff\u5230\u73b0\u6709\u7684\u6570\u636e\u5c31\u597d\u4e86\u3002\u6bd5\u7adf\u6211\u4eec\u7684\u4e3b\u8981\u76ee\u7684\u662f\u5206\u6790\u800c\u4e0d\u662f\u722c\u866b\u3002<\/p>\n

1\u3001\u673a\u5668\u5b66\u4e60\/\u6570\u636e\u6316\u6398<\/h2>\n

1.Kaggle<\/h3>\n

https:\/\/www.kaggle.com\/<\/a><\/a><\/p>\n

Kaggle\u662f\u65e0\u6570\u6570\u636e\u6316\u6398\u7231\u597d\u8005\u559c\u7231\u7684\u7ade\u8d5b\u5e73\u53f0\uff0c\u5b83\u7684\u5927\u6807\u8bed\u662f\uff1ayour home for data science<\/code>\u3002\u8bb8\u591a\u5927\u516c\u53f8\u4e0eKaggle\u5408\u4f5c\uff0c\u63d0\u4f9b\u516c\u5f00\u7684\u6570\u636e\u6e90\uff0c\u5e76\u8bbe\u7acb\u5956\u91d1\uff0c\u5e0c\u671b\u6570\u636e\u6316\u6398\u7231\u597d\u8005\u4eec\u901a\u8fc7\u7ade\u8d5b\u7684\u65b9\u5f0f\u63d0\u4f9b\u6700\u4f18\u65b9\u6848\uff0c\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u6240\u63d0\u4f9b\u7684\u5956\u91d1\u4e30\u539a\uff0c\u7ed9\u4e88\u6bd4\u8d5b\u6700\u597d\u6210\u7ee9\u7684\u524d\u4e09\u540d\u9009\u624b\u3002<\/p>\n

\u5f53\u7136\uff0c\u5927\u90e8\u5206\u4eba\u53c2\u52a0\u7ade\u8d5b\u5e76\u4e0d\u662f\u4e3a\u4e86\u5956\u91d1\u800c\u53bb\uff0c\u771f\u5b9e\u7684\u76ee\u7684\u662f\u901a\u8fc7\u5b9e\u6218\u6765\u63d0\u9ad8\u81ea\u5df1\u7684\u6570\u636e\u6316\u6398\u80fd\u529b\uff0c\u5728\u4e0e\u4e16\u754c\u5404\u56fd\u7684\u7231\u597d\u8005\u8fdb\u884c\u5207\u78cb\u7684\u540c\u65f6\uff0c\u5f00\u9614\u81ea\u5df1\u7684\u773c\u754c\u548c\u89c6\u91ce\uff0c\u5b66\u4e60\u65b0\u77e5\u8bc6\u3002\u5e76\u4e14\uff0c\u8fd9\u4e9b\u5927\u516c\u53f8\u63d0\u4f9b\u7684\u6570\u636e\u6e90\u662f\u975e\u5e38\u6709\u53c2\u8003\u4ef7\u503c\u7684\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u5b9e\u6218\u9879\u76ee\u7684\u9996\u9009\uff0c\u5bf9\u6c42\u804c\u8005\u4e5f\u662f\u4e2a\u5f88\u5927\u7684\u5e2e\u52a9\u3002<\/p>\n

2.\u5929\u6c60<\/h3>\n

https:\/\/tianchi.aliyun.com\/<\/a><\/a><\/p>\n

\u56fd\u5185\u6bd4\u8f83\u6709\u540d\u7684\u6570\u636e\u6316\u6398\u5e73\u53f0\u4e86\uff0c\u5b83\u662f\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u793e\u533a\uff0c\u7531\u963f\u91cc\u5df4\u5df4\u7ec4\u7ec7\u3002\u8d5b\u4e8b\u4f17\u591a\uff0c\u6709\u5956\u91d1\u652f\u6301\uff0c\u5e76\u4e91\u96c6\u4e86\u5404\u8def\u56fd\u5185\u7231\u597d\u8005\u548c\u9ad8\u6821\u7814\u7a76\u8005\u7684\u53c2\u52a0\u3002\u6bd4\u8d5b\u8bbe\u6709\u521d\u8d5b\uff0c\u590d\u8d5b\uff0c\u51b3\u8d5b\u7b49\u5173\u5361\uff0c\u6709\u8bc4\u59d4\u8fdb\u884c\u628a\u5173\u3002\u5e73\u53f0\u540c\u6837\u4e5f\u62e5\u6709\u5927\u91cf\u514d\u8d39\u7684\u6570\u636e\u96c6\u4f9b\u7231\u597d\u8005\u4eec\u4f7f\u7528\u3002<\/p>\n

3.\u6570\u636e\u57ce\u5821\uff08DataCastle\uff09<\/h3>\n

http:\/\/www.pkbigdata.com\/<\/a><\/a><\/p>\n

\u540c\u6837\u4e5f\u662f\u6570\u636e\u79d1\u5b66\u7684\u7ade\u8d5b\u5e73\u53f0\uff0c\u62a5\u540d\u540e\u83b7\u53d6\u4efb\u52a1\u6570\u636e\u96c6\uff0c\u4e5f\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u5b66\u4e60\u7f51\u7ad9\u3002<\/p>\n

4.SofaSofa<\/h3>\n

http:\/\/sofasofa.io\/index.php<\/a><\/a><\/p>\n

\u867d\u7136\u7ade\u8d5b\u4eba\u6570\u548c\u9879\u76ee\u90fd\u4e00\u822c\uff0c\u4f46\u662f\u4f5c\u4e3a\u6570\u636e\u79d1\u5b66\u793e\u533a\uff0c\u63d0\u4f9b\u514d\u8d39\u7684\u6570\u636e\u96c6\u3002\u5e76\u53ef\u4ee5\u5728\u793e\u533a\u5185\u8fdb\u884c\u6280\u672f\u4ea4\u6d41\u548c\u63a2\u8ba8\u3002<\/p>\n

2\u3001\u5404\u884c\u4e1a\u7684\u6570\u636e\u7f51\u7ad9<\/h2>\n

1.\u4e16\u754c\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e<\/h3>\n

https:\/\/knoema.com\/<\/a><\/a><\/p>\n

https:\/\/data.worldbank.org.cn\/<\/a><\/a><\/p>\n

\u5173\u4e8e\u4e16\u754c\u5b8f\u89c2\u7ecf\u6d4e\u7684\u4e24\u4e2a\u7f51\u7ad9\uff0c\u6db5\u76d6\u5927\u91cf\u76f8\u5173\u6570\u636e\u548c\u5b66\u4e60\u8d44\u6e90\u3002<\/p>\n

2.\u56fd\u5bb6\u7edf\u8ba1\u5c40<\/h3>\n

https:\/\/www.stats.gov.cn\/<\/a><\/a><\/p>\n

\u6570\u636e\u6765\u6e90\u4e8e\u4e2d\u56fd\u56fd\u5bb6\u7edf\u8ba1\u5c40\uff0c\u4e3b\u8981\u6d89\u53ca\u6211\u56fd\u7ecf\u6d4e\u6c11\u751f\u7b49\u591a\u4e2a\u65b9\u9762\u7684\u6570\u636e\uff0c\u5e76\u5728\u6708\u5ea6\u3001\u5b63\u5ea6\u3001\u5e74\u5ea6\u7b49\u591a\u7ef4\u5ea6\u8986\u76d6\uff0c\u8f83\u4e3a\u5168\u9762\u548c\u6743\u5a01\uff0c\u5bf9\u4e8e\u793e\u4f1a\u79d1\u5b66\u7684\u7814\u7a76\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/p>\n

3.CEIC<\/h3>\n

http:\/\/www.ceicdata.com\/zh-hans<\/a><\/a><\/p>\n

\u62e5\u6709\u8d85\u8fc7128\u4e2a\u56fd\u5bb6\u7684\u7ecf\u6d4e\u6570\u636e\uff0c\u53ef\u4ee5\u975e\u5e38\u7cbe\u786e\u5730\u67e5\u627e\u5230\u5404\u56fdGDP, CPI, \u8fdb\u53e3\uff0c\u51fa\u53e3\uff0c\u5916\u8d44\u76f4\u63a5\u6295\u8d44\uff0c\u96f6\u552e\uff0c\u9500\u552e\uff0c\u4ee5\u53ca\u56fd\u9645\u5229\u7387\u7b49\u6570\u636e\u3002\u5176\u4e2d\uff0c\u201c\u4e2d\u56fd\u7ecf\u6d4e\u6570\u636e\u5e93\u201d\u6536\u7f16\u4e86300,000\u591a\u6761\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0c\u6570\u636e\u5185\u5bb9\u6db5\u76d6\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e\u3001\u884c\u4e1a\u7ecf\u6d4e\u6570\u636e\u548c\u5730\u533a\u7ecf\u6d4e\u6570\u636e\u3002<\/p>\n

4.\u4e07\u5f97\uff08Wind\uff09<\/h3>\n

http:\/\/www.wind.com.cn\/<\/a><\/a><\/p>\n

\u4e07\u5f97\u6709\u201c\u4e2d\u56fdBloomberg\u201d\u7684\u79f0\u53f7\uff0c\u8986\u76d6\u4e86\u5168\u9762\u7684\u91d1\u878d\u4e1a\u6570\u636e\uff0c\u4e14\u7c7b\u76ee\u66f4\u65b0\u975e\u5e38\u5feb\uff0c\u53d7\u5230\u5f88\u591a\u5546\u4e1a\u5206\u6790\u8005\u548c\u6295\u8d44\u4eba\u7684\u4eb2\u7750\u3002<\/p>\n

5.\u641c\u6570\u7f51<\/h3>\n

http:\/\/www.soshoo.com\/<\/a><\/a><\/p>\n

\u62e5\u6709\u6d77\u91cf\u7684\u7edf\u8ba1\u8d44\u6599\uff0c\u6570\u91cf\u9ad8\u8fbe7,874\u672c\uff0c\u540c\u65f6\u6db5\u76d6\u4e861,761,009\u5f20\u7edf\u8ba1\u8868\u683c\u548c364,580,480\u4e2a\u7edf\u8ba1\u6570\u636e\uff0c\u6c47\u96c6\u4e86\u4e2d\u56fd\u8d44\u8baf\u884c\u81ea92\u5e74\u4ee5\u6765\u6536\u96c6\u7684\u6240\u6709\u7edf\u8ba1\u548c\u8c03\u67e5\u6570\u636e\u3002<\/p>\n

6.\u4e2d\u56fd\u7edf\u8ba1\u4fe1\u606f\u7f51<\/h3>\n

http:\/\/www.tjcn.org\/<\/a><\/a><\/p>\n

\u56fd\u5bb6\u7edf\u8ba1\u5c40\u5b98\u7f51\uff0c\u6c47\u96c6\u4e86\u6d77\u91cf\u7684\u5168\u56fd\u5404\u7ea7\u653f\u5e9c\u5404\u5e74\u5ea6\u7684\u56fd\u6c11\u7ecf\u6d4e\u548c\u793e\u4f1a\u53d1\u5c55\u7edf\u8ba1\u4fe1\u606f\uff0c\u5efa\u7acb\u4e86\u4ee5\u7edf\u8ba1\u516c\u62a5\u4e3a\u4e3b\uff0c\u7edf\u8ba1\u5e74\u9274\u3001\u9636\u6bb5\u53d1\u5c55\u6570\u636e\u3001\u7edf\u8ba1\u5206\u6790\u3001\u7ecf\u6d4e\u65b0\u95fb\u3001\u4e3b\u8981\u7edf\u8ba1\u6307\u6807\u6392\u884c\u7b49\u4e3a\u8f85\u52a9\u7684\u591a\u5143\u5316\u7edf\u8ba1\u4fe1\u606f\u8d44\u6599\u5e93\uff0c\u76ee\u524d\u5728\u7ebf\u8d44\u6599\u5df2\u8fbe\u4e0a\u4e07\u4efd\u3002<\/p>\n

7.figshare<\/h3>\n

https:\/\/figshare.com\/<\/a><\/a><\/p>\n

\u4e00\u4e2a\u7814\u7a76\u6210\u679c\u5171\u4eab\u7684\u5e73\u53f0\uff0c\u6765\u81ea\u4e16\u754c\u7684\u7814\u7a76\u6210\u679c\u5206\u4eab\uff0c\u540c\u65f6\u6709\u5171\u4eab\u7684\u7814\u7a76\u6570\u636e\u3002<\/p>\n

8.OpenStreetMap<\/h3>\n

https:\/\/www.openstreetmap.org\/<\/a><\/a><\/p>\n

\u901a\u8fc7\u8fd9\u4e2a\u7f51\u7ad9\u53ef\u4ee5\u4e0b\u8f7d\u4e16\u754c\u5404\u5730\u7684\u5730\u56fe\u6570\u636e<\/p>\n

9.\u6781\u6d77\uff08geohey\uff09<\/h3>\n

https:\/\/geohey.com\/<\/a><\/a><\/p>\n

\u540c\u6837\u4e5f\u662f\u53ef\u4ee5\u63d0\u4f9b\u5730\u56fe\u4fe1\u606f\u6570\u636e\u7684\u7f51\u7ad9\uff1b<\/p>\n

10.Github<\/h3>\n

https:\/\/github.com\/awesomedata\/awesome-public-datasets<\/a><\/a><\/p>\n

\u5982\u679c\u8fd8\u5acc\u6570\u636e\u6e90\u4e0d\u591f\uff0cgithub\u4e0a\u6709\u4f4d\u5927\u795e\u5df2\u7ecf\u4e3a\u5927\u5bb6\u6574\u7406\u597d\u4e86\u4e00\u4e2a\u975e\u5e38\u5168\u9762\u7684\u6570\u636e\u7f51\u7ad9\u6c47\u603b\uff0c\u5305\u542b\u5404\u4e2a\u7ec6\u5206\u9886\u57df\u7684\u6570\u636e\u8d44\u6e90\uff08\u975e\u5e38\u5168\uff09<\/p>\n

3\u3001\u8865\u5145\uff1a<\/h2>\n

1.\u56fd\u5185\u516c\u5f00\u6570\u636e\uff1a<\/h3>\n

\u4e0d\u8fdb\u5165\u5de5\u4f5c\u6d41\u7684\u6570\u636e\u6ca1\u6709\u4efb\u4f55\u4ef7\u503c\u3002<\/p>\n

\u4e2d\u56fd\u7edf\u8ba1\u7f51\uff1ahttp:\/\/www.stats.gov.cn\/<\/a> \u7edf\u8ba1\u6570\u636e\u3001\u6570\u636e\u53d1\u5e03\u548c\u89e3\u8bfb\u3001\u7edf\u8ba1\u77e5\u8bc6\u3001\u7edf\u8ba1\u5b66\u626b\u76f2\u3001\u4fe1\u606f\u516c\u5f00\u3001\u5386\u53f2\u5e74\u5ea6\u7ecf\u6d4e\u4e0e\u793e\u4f1a\u53d1\u5c55\u516c\u62a5\u3002<\/p>\n

\u56fd\u5bb6\u6570\u636e\uff1ahttp:\/\/data.stats.gov.cn\/<\/a> \u53ef\u4e0b\u8f7d\uff0c\u5728\u7ebf\u53ef\u89c6\u5316<\/p>\n

\u5927\u6570\u636e\u5bfc\u822a\uff1ahttp:\/\/hao.199it.com\/<\/a><\/p>\n

\u5927\u6570\u636e123\uff1ahttp:\/\/dashuju123.com\/<\/a> \u5927\u6570\u636e\u63a8\u8350\u7f51\u7ad9\u548c\u63a8\u6587\u3001\u5927\u6570\u636e\u7f51\u7ad9\u3001\u5927\u6570\u636e\u7814\u7a76\u5185\u5bb9<\/p>\n

\u4e2d\u56fd\u6c11\u653f\u90e8\uff1ahttp:\/\/www.mca.gov.cn\/article\/sj\/<\/a> \u5065\u5eb7\u3001\u517b\u8001\u3001\u536b\u751f\u3001\u793e\u4fdd\u7b49\u793e\u4f1a\u670d\u52a1\u6570\u636e<\/p>\n

\u5de8\u6f6e\u54a8\u8be2\uff1ahttp:\/\/www.cninfo.com.cn\/cninfo-new\/index<\/a> \u53ef\u4ee5\u627e\u5230\u4e0a\u5e02\u4f01\u4e1a\u73b0\u91d1\u3001\u8d44\u4ea7\u3001\u5229\u6da6\u5e74\u5ea6\u8868\u3001\u5386\u53f2\u6536\u76d8\u884c\u60c5\u7b49\u6570\u636e<\/p>\n

\u4e2d\u56fd\u4e92\u8054\u7f51\u4fe1\u606f\u4e2d\u5fc3-CNNIC \uff1ahttp:\/\/www.cnnic.net.cn\/<\/a> \u53ef\u627e\u5230\u4e92\u8054\u7f51\u884c\u4e1a\u62a5\u544a\uff0c\u5185\u6709\u8be6\u7ec6\u6570\u636e<\/p>\n

\u767e\u5ea6\u6307\u6570\uff1ahttp:\/\/index.baidu.com\/#\/<\/a> <\/p>\n

\u5fae\u535a\u6570\u636e\u4e2d\u5fc3\uff1ahttp:\/\/data.weibo.com\/datacenter\/recommendapp<\/a><\/p>\n

2.\u56fd\u5916\u516c\u5f00\u6570\u636e<\/h3>\n

\u76ae\u5c24\u6570\u636e\u5e93\uff1ahttp:\/\/www.pewresearch.org\/<\/a><\/p>\n

BIS statistics https:\/\/link.zhihu.com\/?target=http:\/\/www.bis.org\/statistics\/index.htm<\/a> https:\/\/www.bis.org\/statistics\/index.htm<\/a><\/p>\n

Tradingeconomics https:\/\/link.zhihu.com\/?target=http:\/\/www.tradingeconomics.com\/<\/a> https:\/\/tradingeconomics.com\/<\/a><\/p>\n

Federal Reserve Economic Data https:\/\/fred.stlouisfed.org\/<\/a><\/p>\n

WTO database http:\/\/stat.wto.org\/StatisticalProgram\/WSDBStatProgramHome.aspx?Language=E<\/a><\/p>\n

Economy Watch http:\/\/www.economywatch.com\/economic-statistics\/#stats<\/a><\/p>\n

NationMaster http:\/\/www.nationmaster.com\/statistics<\/a><\/p>\n

\u4e16\u754c\u94f6\u884c https:\/\/data.worldbank.org\/<\/a><\/p>\n

\u54c8\u4f5b\u4e16\u754c\u5730\u56fe\u8ba1\u5212 http:\/\/worldmap.harvard.edu\/maps\/79<\/a><\/p>\n

IndexMundi https:\/\/www.indexmundi.com\/china\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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