{"id":858,"date":"2025-04-18T06:00:13","date_gmt":"2025-04-17T22:00:13","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/04\/18\/%e5%b0%8f%e6%b5%a3%e7%86%8a%e5%ae%b6%e6%97%8fai%e5%8a%9e%e5%85%ac%e5%8a%a9%e6%89%8b%e4%ba%a7%e5%93%81%e4%bd%93%e9%aa%8c-%e4%ba%ba%e4%ba%ba%e9%83%bd%e6%98%af\/"},"modified":"2025-04-18T06:00:13","modified_gmt":"2025-04-17T22:00:13","slug":"%e5%b0%8f%e6%b5%a3%e7%86%8a%e5%ae%b6%e6%97%8fai%e5%8a%9e%e5%85%ac%e5%8a%a9%e6%89%8b%e4%ba%a7%e5%93%81%e4%bd%93%e9%aa%8c-%e4%ba%ba%e4%ba%ba%e9%83%bd%e6%98%af","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/04\/18\/%e5%b0%8f%e6%b5%a3%e7%86%8a%e5%ae%b6%e6%97%8fai%e5%8a%9e%e5%85%ac%e5%8a%a9%e6%89%8b%e4%ba%a7%e5%93%81%e4%bd%93%e9%aa%8c-%e4%ba%ba%e4%ba%ba%e9%83%bd%e6%98%af\/","title":{"rendered":"\u201c\u5c0f\u6d63\u718a\u5bb6\u65cfAI\u529e\u516c\u52a9\u624b\u201d\u4ea7\u54c1\u4f53\u9a8c \u2014 \u201c\u4eba\u4eba\u90fd\u662f\u6570\u636e\u5206\u6790\u5e08\u201d"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"markdown_views prism-atom-one-dark\" id=\"content_views\">\n  <svg style=\"display: none;\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n   <path d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" stroke-linecap=\"round\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\">\n   <\/path>\n  <\/svg><\/p>\n<hr\/>\n<h3>\n   <a id=\"_3\"><br \/>\n   <\/a><br \/>\n   \u4e00\u3001\u5f15\u8a00\uff1a<br \/>\n  <\/h3>\n<p>\n   \u5927\u5bb6\u5e73\u65f6\u5e94\u8be5\u5728\u5de5\u4f5c\u4e2d\u5e38\u5e38\u4f7f\u7528\u5230Excel\u6765\u505a\u6570\u636e\u7edf\u8ba1\uff0c\u6bd4\u5982\u4e34\u8fd1\u8fc7\u5e74\u65f6\uff0c\u516c\u53f8\u4e00\u822c\u4f1a\u5f00\u5404\u79cd\u590d\u76d8\u3001\u5e74\u7ec8\u3001\u68c0\u8ba8\u3001\u660e\u5e74\u89c4\u5212\u5927\u4f1a\uff0c\u52bf\u5fc5\u9700\u8981\u51c6\u5907\u4e00\u5927\u5806\u7684\u91cf\u5316\u6570\u636e\u62a5\u8868\uff0c\u7528\u4e8e\u4f1a\u8bae\u4e0a\u7684\u6570\u636e\u6c47\u62a5\u3001\u5206\u6790\u5de5\u4f5c\uff0c\u8bd5\u60f3\u4e00\u4e0b\uff0c\u57280\u52301\u7684\u521b\u4e1a\u516c\u53f8\uff0c\u5728\u6ca1\u6709\u6280\u672f\u56e2\u961f\u7684\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u8fdb\u884c\u6570\u636e\u62a5\u8868\u76f8\u5173\u7684\u5206\u6790\u5462\uff1f\n  <\/p>\n<\/p>\n<p>\n   \u5982\u679c\u5728\u6ca1\u6709\u4e86\u89e3\u201c\u5c0f\u6d63\u718aAI\u529e\u516c\u52a9\u624b\u201d\u524d\u63d0\u4e0b\uff0c\u6309\u7167\u4ee5\u524d\u7684\u60ef\u6027\u601d\u8def\uff0c\u80af\u5b9a\u4e5f\u662f\u60f3\u7740\u81ea\u5df1\u7ec4\u5efa\u4e00\u4e2a\u6280\u672f\u56e2\u961f\u3002\u73b0\u5728\uff0c\u4e0d\u59a8\u8bd5\u8bd5\u65b0\u7684\u6307\u6807\u5e73\u53f0\u3002\n  <\/p>\n<p>\n   \u901a\u8fc7\u5bf9\u201c\u5c0f\u6d63\u718aAI\u4e00\u7ad9\u5f0f\u529e\u516c\u52a9\u624b\u201d\u4ea7\u54c1\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u8d8b\u52bf\u9884\u6d4b\u3001\u6570\u636e\u53ef\u89c6\u5316\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u529e\u516c\u4efb\u52a1\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u548c\u9ad8\u6548\uff0c\u8be5\u4ea7\u54c1\u4e5f\u662f\u4e00\u4e2a\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7387\u3001\u8f7b\u91cf\u7684\u3001\u5f00\u7bb1\u5373\u7528\u7684\u4e00\u7ad9\u5f0fAI\u76f8\u5173\u7684\u529e\u516c\u52a9\u624b\u3002\n  <\/p>\n<\/p>\n<hr\/>\n<h3>\n   <a id=\"_19\"><br \/>\n   <\/a><br \/>\n   \u4e8c\u3001\u5c0f\u6d63\u718a\u5bb6\u65cf\u4ecb\u7ecd\uff1a<br \/>\n  <\/h3>\n<\/p>\n<p>\n   \u201c\u5c0f\u6d63\u718a\u5bb6\u65cf\u201d\u662f\u57fa\u4e8e\u5546\u6c64\u5927\u8bed\u8a00\u6a21\u578b\u6253\u9020\u7684 AI Native \u751f\u4ea7\u529b\u7cfb\u5217\u5de5\u5177\uff0c\u8986\u76d6\u8f6f\u4ef6\u5f00\u53d1\u3001\u6570\u636e\u5206\u6790\u3001\u7f16\u7a0b\u6559\u80b2\u7b49\u591a\u4e2a\u573a\u666f\uff0c\u65e8\u5728\u901a\u8fc7\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4f18\u5316\u548c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u5bb6\u65cf\u73b0\u5df2\u63a8\u51fa\u4ee3\u7801\u5c0f\u6d63\u718a\u548c\u529e\u516c\u5c0f\u6d63\u718a\u4e24\u4f4d\u6210\u5458\uff0c\u4e3a\u5341\u4f59\u4e07\u7528\u6237\u63d0\u4f9b\u6570\u4ebf\u6b21\u667a\u80fd\u8f85\u52a9\u670d\u52a1\u3002\n  <\/p>\n<\/p>\n<h3>\n   <a id=\"1__29\"><br \/>\n   <\/a><br \/>\n   1. \u4ee3\u7801\u5c0f\u6d63\u718a\uff1a<br \/>\n  <\/h3>\n<p>\n   \u201c\u4ee3\u7801\u5c0f\u6d63\u718a\u201d\u662f\u57fa\u4e8e\u5546\u6c64\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f6f\u4ef6\u667a\u80fd\u7814\u53d1\u52a9\u624b\uff0c\u8986\u76d6\u8f6f\u4ef6\u9700\u6c42\u5206\u6790\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u4ee3\u7801\u7f16\u5199\u3001\u8f6f\u4ef6\u6d4b\u8bd5\u7b49\u73af\u8282\uff0c\u6ee1\u8db3\u7528\u6237\u4ee3\u7801\u7f16\u5199\u3001\u7f16\u7a0b\u5b66\u4e60\u7b49\u5404\u7c7b\u9700\u6c42\u3002\u4ee3\u7801\u5c0f\u6d63\u718a\u652f\u6301 Python\u3001Java\u3001JavaScript\u3001C++\u3001Go\u3001SQL \u7b4990+\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\u548c VS Code\u3001IntelliJ IDEA \u7b49\u4e3b\u6d41 IDE\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u4ee3\u7801\u5c0f\u6d63\u718a\u53ef\u5e2e\u52a9\u5f00\u53d1\u8005\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u8d8550%\u3002\n  <\/p>\n<h3>\n   <a id=\"2__33\"><br \/>\n   <\/a><br \/>\n   2. \u529e\u516c\u5c0f\u6d63\u718a\uff1a<br \/>\n  <\/h3>\n<p>\n   \u201c\u529e\u516c\u5c0f\u6d63\u718a\u201c\u662f\u57fa\u4e8e\u5546\u6c64\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5927\u6a21\u578b\u539f\u751f\u6570\u636e\u5206\u6790\u4ea7\u54c1\uff0c\u53ef\u901a\u8fc7\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u81ea\u52a8\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u610f\u4e49\u7684\u5206\u6790\u548c\u53ef\u89c6\u5316\u7ed3\u679c\u3002\u529e\u516c\u5c0f\u6d63\u718a\u652f\u6301\u590d\u6742\u8868\u683c\u3001\u591a\u8868\u683c\u3001\u591a\u6587\u4ef6\u7684\u7406\u89e3\uff0c\u53ef\u4ee5\u5b8c\u6210\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u8fd0\u7b97\u3001\u6bd4\u8f83\u5206\u6790\u3001\u8d8b\u52bf\u5206\u6790\uff0c\u9884\u6d4b\u6027\u5206\u6790\u3001\u53ef\u89c6\u5316\u7b49\u5e38\u89c1\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u8d4b\u80fd\u8d22\u52a1\u5206\u6790\u3001\u5546\u4e1a\u5206\u6790\u3001\u9500\u552e\u9884\u6d4b\u3001\u5e02\u573a\u5206\u6790\u3001\u5b8f\u89c2\u5206\u6790\u7b49\u591a\u4e2a\u5e94\u7528\u573a\u666f\u3002\n  <\/p>\n<\/p>\n<p>\n   \u73b0\u5728\u529e\u516c\u5c0f\u6d63\u718a\u5168\u9762\u5f00\u653e\u516c\u6d4b\uff0c\u516c\u6d4b\u671f\u95f4\u514d\u8d39\u63d0\u4f9b\u7ed9\u4e2a\u4eba\u7528\u6237\u4f7f\u7528\uff0c\u63a5\u4e0b\u6765\u5feb\u6765\u8ddf\u6211\u4e00\u8d77\u6765\u4f53\u9a8c\u4e00\u4e0b\uff0c\u5f00\u542fAI\u667a\u80fd\u5316\u529e\u516c\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"_44\"><br \/>\n   <\/a><br \/>\n   \u4e09\u3001\u201c\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4f53\u9a8c\u8fc7\u7a0b\uff1a<br \/>\n  <\/h3>\n<p>\n   \u9996\u5148\u6211\u4eec\u901a\u8fc7\u8fdb\u5165<br \/>\n   <a href=\"https:\/\/raccoon.sensetime.com\/office\" rel=\"nofollow\"><br \/>\n    AI\u201c\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5b98\u65b9\u5730\u5740<br \/>\n   <\/a><br \/>\n   \uff0c\u9009\u62e9\u4e2d\u95f4C\u4f4d\u7684\u201c\u529e\u516c\u5c0f\u6d63\u718a\u201d\u56fe\u6807\uff0c\u8fd9\u91cc\u63d0\u4f9b\u4e862\u79cd\u7684\u767b\u5f55\u4e0e\u6ce8\u518c\u65b9\u5f0f\uff1a\n  <\/p>\n<ul>\n<li>\n    \u9a8c\u8bc1\u7801\u767b\u5f55(\u63a8\u8350\u4e2a\u4eba\u4f7f\u7528)\n   <\/li>\n<li>\n    \u5bc6\u7801\u767b\u5f55(\u63a8\u8350\u56e2\u961f\u4f7f\u7528)\uff0c\u540e\u9762\u4f1a\u8bb2\u5230\u4e3a\u4ec0\u4e48\u63a8\u8350\u56e2\u961f\u4f7f\u7528\u3002\n   <\/li>\n<\/ul>\n<h3>\n   <a id=\"1__51\"><br \/>\n   <\/a><br \/>\n   1. \u6570\u636e\u6e90\u8bf4\u660e\uff1a<br \/>\n  <\/h3>\n<p>\n   \u516c\u53f8\u662f\u4e00\u5bb6\u7406\u8d54\u76f8\u5173\u7684\u533b\u7597\u670d\u52a1\u5e73\u53f0\uff0c\u516c\u53f8\u63d0\u4f9b\u5168\u9762\u7684\u4fdd\u9669\u670d\u52a1\uff0c\u200c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u62a5\u6848\u53d7\u7406\u3001\u200c\u4fdd\u9669\u54a8\u8be2\u3001\u200c\u6295\u8bc9\u5904\u7406\u4ee5\u53ca\u7406\u8d54\u670d\u52a1\uff0c\u200c\u4ee5\u4e0b\u662f\u8d54\u4ed8\u7684\u76f8\u5173\u6570\u636e\uff0c\u90e8\u5206\u6570\u636e\u8fdb\u884c\u6253\u7801\u5904\u7406\u3002\n  <\/p>\n<\/p>\n<p>\n   \u5c06\u201c\u8d54\u4ed8\u6570\u636e\u201d\u6587\u4ef6\u901a\u8fc7\u672c\u5730\u8fdb\u884c\u4e0a\u4f20\uff0c\u8fd9\u91cc\u652f\u6301\u5f88\u591a\u7c7b\u578b\u7684\u6570\u636e\u6587\u4ef6\uff0c\u672c\u6587\u4f7f\u7528\u6bd4\u8f83\u901a\u7528\u7684\u7c7b\u578bxlsx\u3002\n  <\/p>\n<\/p>\n<ul>\n<li>\n    \u652f\u6301 .xlsx\/.xls\/.csv\/.txt\/json\/word(beta)\/pdf(beta)\/ppt(beta)\/sql(\u9650\u514d)\/\u56fe\u7247(\u9650\u514d) \u7b49\u7c7b\u578b\u6587\u4ef6\n   <\/li>\n<li>\n    \u5355\u6b21\u22643\u4e2a\u6587\u4ef6\uff0c\u5355\u4e2a\u6587\u4ef6\u226420M\uff0c\u5355\u4e2a\u4f1a\u8bdd\u226410\u4e2a\u6587\u4ef6\/80M\n   <\/li>\n<\/ul>\n<hr\/>\n<h3>\n   <a id=\"2__68\"><br \/>\n   <\/a><br \/>\n   2. \u672c\u5730\u6587\u4ef6\u4e0a\u4f20\uff1a\u67e5\u4e00\u4e0b\u73b0\u5728\u6709\u591a\u5c11\u4eba\u8fdb\u884c\u8d54\u4ed8\uff1f<br \/>\n  <\/h3>\n<\/p>\n<ul>\n<li>\n    \u804a\u5929\u5f0f\u95ee\u7b54\u4ea4\u4e92\uff1a\u901a\u8fc7\u8f93\u5165\u201c\u5e2e\u6211\u67e5\u8be2\u4e00\u4e0b\u6709\u591a\u5c11\u4e2a\u4ea7\u54c1\u201d\uff0c\u53ef\u4ee5\u770b\u5230\u4e0d\u523010\u79d2\u949f\u5c31\u53ef\u4ee5\u5e2e\u6211\u8ba1\u7b97\u51fa\u6765\uff0c\u5341\u5206\u9002\u5408\u4e0d\u4f1aExcel\u51fd\u6570\u3001\u4e0d\u4f1a\u5199SQL\u7684\u5c0f\u767d\u3002\n   <\/li>\n<li>\n    \u53ef\u4ee5\u770b\u5230\u5c0f\u6d63\u718a\u56de\u7b54\u7684\u662fpython\u4ee3\u7801\u7684\u89e3\u6790\u8fc7\u7a0b\uff0c\u8868\u793a\u6709\u4e00\u4e9b\u6570\u636e\u7684\u52a0\u5de5\u662f\u4f7f\u7528python\u7684\u903b\u8f91\u6765\u5904\u7406\u3002\n   <\/li>\n<li>\n    \u7f57\u5217\u7684python\u4ee3\u7801\uff0c\u53ef\u4ee5\u9488\u5bf9\u4e13\u4e1a\u4eba\u58eb\uff08\u5199\u4ee3\u7801\u3001\u6570\u636e\u5206\u6790\uff09\uff0c\u53ef\u4ee5\u505a\u5230\u65e2\u8981\u77e5\u5176\u7136\uff0c\u8fd8\u8981\u77e5\u5176\u6240\u4ee5\u7136\uff0c\u4e3b\u8981\u662fAI\u5728\u6570\u636e\u5206\u6790\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e9b\u601d\u8def\u3001\u65b9\u6cd5\u4ee5\u53ca\u903b\u8f91\uff0c\u5f88\u6709\u53c2\u8003\u4ef7\u503c\u3002\n   <\/li>\n<li>\n    AI\u63a8\u8350\u7684\u667a\u80fd\u8be2\u95ee\uff1a\u201c\u9009\u62e9\u9898\u6c38\u8fdc\u6bd4\u586b\u7a7a\u9898\u597d\u505a\u201d\uff0c\u5145\u5206\u7684\u5728\u7528\u6237\u7684\u89d2\u5ea6\u8003\u8651\u95ee\u9898\uff0c\u5c3d\u53ef\u80fd\u7684\u51cf\u5c11\u7528\u6237\u7684\u64cd\u4f5c\u6b21\u6570\uff0c\u667a\u80fd\u5316\u5c31\u4f53\u73b0\u5728\u8fd9\u4e9b\u65b9\u9762\u3002\n   <\/li>\n<li>\n    \u8ba9AI\u63d0\u524d\u9884\u5224\u7528\u6237\u53ef\u80fd\u63d0\u51fa\u7684\u95ee\u9898\uff0c\u518d\u8ba9\u7528\u6237\u53bb\u505a\u9009\u62e9\uff0c\u5f15\u5bfc\u7528\u6237\u5b8c\u6210\u4f7f\u7528\uff0c\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u63d0\u5347\u4e86\u5de5\u4f5c\u6548\u7387\u548c\u4e0e\u7528\u6237\u4f53\u9a8c\u3002\n   <\/li>\n<li>\n    AI\u4f1a\u6839\u636e\u5df2\u7ecf\u63d0\u95ee\u7684\u60c5\u51b5\uff0c\u8fdb\u4e00\u6b65\u6df1\u5165\u5730\u6316\u6398\u53ef\u80fd\u611f\u5174\u8da3\u7684\u63d0\u95ee\u8bdd\u9898\uff0c\u5c31\u50cf\u8def\u6807\u4e00\u6837\u4e00\u6b65\u4e00\u6b65\u6307\u5f15\u4f60\u89e3\u51b3\u95ee\u9898\u3002\n   <\/li>\n<\/ul>\n<blockquote>\n<p>\n    \u8fd9\u91cc\u4e3a\u4ec0\u4e48\u4f7f\u7528python\u505a\u4e3aAI\u5206\u6790\u7684\u8bed\u8a00\uff1f\u56e0\u4e3aPython\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u5e7f\u6cdb\u7684\u9886\u57df\uff0c\u5b83\u6d89\u53ca\u5230\u4f7f\u7528Python\u7f16\u7a0b\u8bed\u8a00\u6765\u5904\u7406\u3001\u5206\u6790\u3001\u53ef\u89c6\u5316\u548c\u89e3\u91ca\u6570\u636e\uff0cPython\u56e0\u5176\u6613\u7528\u6027\u3001\u5f3a\u5927\u7684\u5e93\u652f\u6301\u548c\u793e\u533a\u652f\u6301\u800c\u5728\u6570\u636e\u5206\u6790\u9886\u57df\u5e7f\u53d7\u6b22\u8fce\u3002\n   <\/p>\n<\/blockquote>\n<hr\/>\n<h3>\n   <a id=\"3__87\"><br \/>\n   <\/a><br \/>\n   3. \u5bfc\u5165\u6570\u636e\u5e93\u6587\u4ef6\u529f\u80fd\uff1a<br \/>\n  <\/h3>\n<p>\n   \u8fd9\u4e2a\u529f\u80fd\u8c8c\u4f3c\u662f\u5b98\u65b9\u7ed9\u7684Demo\u793a\u4f8b\uff0c\u800c\u4e14\u6570\u636e\u5e93\u7684\u94fe\u63a5\u4fe1\u606f\u4e5f\u4e0d\u80fd\u4fee\u6539\uff0c\u91cc\u9762\u67093\u4e2aExcel\u6587\u6863\uff0c\u5206\u522b\u4e3a\u7528\u6237\u57fa\u7840\u4fe1\u606f\u8868(users)\u3001\u4ea7\u54c1\u4fe1\u606f\u8868(products)\u3001\u8ba2\u5355\u4fe1\u606f\u8868(orders)\uff0c\u53ef\u4ee5\u7528\u4e8e\u505a\u4e00\u4e9b\u6d4b\u8bd5\u6f14\u7ec3\uff0c\u4f46\u662f\u6570\u636e\u91cf\u4e5f\u4e0d\u592a\u591a\u3002\n  <\/p>\n<\/p>\n<p>\n   \u4e09\u5f20SQL\u8868\u7684\u6570\u636e\u5e93ER\u6a21\u578b\uff0c\u53ef\u4ee5\u770b\u5230Users\u548cProducts\u90fd\u662f\u4e3b\u8868\uff0cOrders\u8868\u662f\u4e00\u4e2a\u4e2d\u95f4\u5173\u8054\u8868\uff0c\u5373\u901a\u8fc7user_id\u4e0eUsers\u8868\u8fdb\u884c\u5173\u8054\uff0c\u53c8\u901a\u8fc7product_id\u4e0eProducts\u8868\u8fdb\u884c\u5173\u8054\uff0c\u6240\u4ee5\u8fd93\u5f20\u8868\u53ef\u4ee5\u4ea7\u751f\u4e00\u4e2a\u7b1b\u5361\u5c14\u79ef\u7684\u6570\u636e\u7ed3\u679c\u3002\n  <\/p>\n<\/p>\n<p>\n   \u5e2e\u6211\u5206\u6790\u4e00\u4e0b\u5404\u4e2a\u5730\u533a\u7684\u9500\u91cf\u603b\u4ef7\u662f\u591a\u5c11\uff0c\u7531\u5927\u5230\u5c0f\u8fdb\u884c\u6392\u5217\u3002\n  <\/p>\n<p>\n   \u53ef\u4ee5\u770b\u5230\u5982\u679c\u662fSQL\u6587\u4ef6\u7684\u8bdd\uff0c\u4e00\u822c\u662f\u5199SQL\u8bed\u53e5\u6765\u89e3\u51b3\uff0c\u800c\u4e14SQL\u5199\u7684\u6bd4\u6211\u4e5f\u597d\uff0c\u4f46\u662f\u5982\u679c\u6211\u81ea\u5df1\u5199\u7684\u8bdd\uff0c\u5c31\u662f\u53ea\u67e52\u5f20\u8868\u5c31\u53ef\u4ee5\u4e86\uff0c\u4e0d\u7528\u518dJOIN Products\u8868\u3002\n  <\/p>\n<pre><code class=\"prism language-js\"># Query to <span class=\"token keyword\">get<\/span> total sales value by region and order by total sales value <span class=\"token keyword\">in<\/span> descending order\nquery <span class=\"token operator\">=<\/span> <span class=\"token string\">\"\"<\/span>\"\n<span class=\"token constant\">SELECT<\/span> \n    Users<span class=\"token punctuation\">.<\/span>registration_location <span class=\"token constant\">AS<\/span> region<span class=\"token punctuation\">,<\/span> \n    <span class=\"token constant\">SUM<\/span><span class=\"token punctuation\">(<\/span>Orders<span class=\"token punctuation\">.<\/span>quantity <span class=\"token operator\">*<\/span> Products<span class=\"token punctuation\">.<\/span>price<span class=\"token punctuation\">)<\/span> <span class=\"token constant\">AS<\/span> total_sales_value\n<span class=\"token constant\">FROM<\/span> \n    Users\n<span class=\"token constant\">JOIN<\/span> \n    Orders <span class=\"token constant\">ON<\/span> Users<span class=\"token punctuation\">.<\/span>user_id <span class=\"token operator\">=<\/span> Orders<span class=\"token punctuation\">.<\/span>user_id\n<span class=\"token constant\">JOIN<\/span> \n    Products <span class=\"token constant\">ON<\/span> Orders<span class=\"token punctuation\">.<\/span>product_id <span class=\"token operator\">=<\/span> Products<span class=\"token punctuation\">.<\/span>product_id\n<span class=\"token constant\">GROUP<\/span> <span class=\"token constant\">BY<\/span> \n    Users<span class=\"token punctuation\">.<\/span>registration_location\n<span class=\"token constant\">ORDER<\/span> <span class=\"token constant\">BY<\/span> \n    total_sales_value <span class=\"token constant\">DESC<\/span><span class=\"token punctuation\">;<\/span>\n<span class=\"token string\">\"\"<\/span>\"\n\nsales_value_by_location <span class=\"token operator\">=<\/span> cursor<span class=\"token punctuation\">.<\/span><span class=\"token function\">execute<\/span><span class=\"token punctuation\">(<\/span>query<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">fetchall<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\nsales_value_by_location\n<\/code><\/pre>\n<\/p>\n<blockquote>\n<p>\n    \u4e3a\u4ec0\u4e48\u8981\u9009\u62e9SQLite3\u6570\u636e\u5e93\uff1fSQLite3\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b9e\u9a8c\u6027\u7684 Web \u7248\u672c\uff0c\u200c\u79f0\u4e3a SQLite 3 Fiddle\u3002\u200c\u8fd9\u4e2a\u7248\u672c\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u5728 Web \u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c SQLite3\uff0c\u200c\u65e0\u9700\u4e0b\u8f7d\u6216\u5b89\u88c5\u4efb\u4f55\u989d\u5916\u7684\u8f6f\u4ef6\u3002\u200c\u7528\u6237\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u7684\u6c99\u7bb1\u73af\u5883\u4e2d\u8fd0\u884c\u6700\u65b0\u7684 SQLite 3.39.0 Beta \u7248\u672c\u3002\u200c\u8fd9\u4e2a Web \u7248\u672c\u662f\u901a\u8fc7 WASM\uff08\u200cWebAssembly\uff09\u200c\u7f16\u8bd1\u7684\u6700\u65b0 3.39.0 \u6784\u5efa\u7684\u526f\u672c\uff0c\u200c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5728\u4e0d\u79bb\u5f00\u6d4f\u89c8\u5668\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c SQLite3 \u6570\u636e\u5e93\u7684\u64cd\u4f5c\u548c\u7ba1\u7406\u3002\u200c\n   <\/p>\n<\/blockquote>\n<hr\/>\n<h3>\n   <a id=\"4__135\"><br \/>\n   <\/a><br \/>\n   4. \u6570\u636e\u7ba1\u7406\u670d\u52a1\uff1a<br \/>\n  <\/h3>\n<p>\n   \u4e0a\u6587\u6709\u4e00\u4e2a\u4f0f\u7b14\uff0c\u63d0\u5230\u4e86\u4f7f\u7528\u624b\u673a\u5bc6\u7801\u8fdb\u884c\u767b\u5f55\u53ef\u4ee5\u8fdb\u884c\u56e2\u961f\u7ba1\u7406\uff0c\u6bd4\u5982\u4e00\u4e9b\u6570\u636e\u53ef\u4ee5\u653e\u5230\u201c\u6570\u636e\u7ba1\u7406\u201d\u4e2d\u8fdb\u884c\u7ba1\u7406\uff0c\u6bd4\u5982\uff1a\n  <\/p>\n<ul>\n<li>\n    \u57fa\u7840\u6570\u636e\u8868\u53ef\u4ee5\u5c06\u4e00\u4e9b\u6bd4\u8f83\u57fa\u7840\u7684\u679a\u4e3e\u6570\u636e\u5b9a\u4e49\u5728\u8fd9\u91cc\uff0c\u6bd4\u5982\u8bc1\u4ef6\u7c7b\u578b\uff0c\u5927\u6982\u7387\u957f\u671f\u4e0d\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u6bd4\u5982\u6027\u522b\u7537\u5973\uff0c\u57fa\u672c\u4e0a\u5b9a\u4e49\u540e\u4e0d\u4f1a\u4fee\u6539\u3002\n   <\/li>\n<li>\n    \u4e1a\u52a1\u6570\u636e\u8868\u53ef\u4ee5\u5c06\u4e00\u4e9b\u90e8\u5206\u7684\u57fa\u672c\u4e1a\u52a1\u6570\u636e\u8868\u4e0a\u4f20\u8fdb\u884c\u4fdd\u5b58\u3002\n   <\/li>\n<li>\n    \u56e0\u4e3a\u6ca1\u6709\u81ea\u52a8\u66f4\u65b0\u7684\u529f\u80fd\uff0c\u6240\u4ee5\uff0c\u6700\u597d\u4e1a\u52a1\u6570\u636e\u8868\u63a8\u8350\u4f7f\u7528\u65e5\u671f\u6765\u533a\u5206\u3002\n   <\/li>\n<\/ul>\n<p>\n   \u8fdb\u884c\u56e2\u961f\u7ba1\u7406Excel\u6570\u636e\u7684\u5173\u952e\uff0c\u5728\u4e8e\u5b9e\u73b0\u591a\u4eba\u53ef\u4ee5\u5171\u4eab\u4e00\u4e9b\u6570\u636e\u6e90\uff0c\u5305\u62ec\u6570\u636e\u8868\u683c\u7684\u5b9a\u65f6\u66f4\u65b0\uff0c\u4f46\u662f\u597d\u50cf\u65e0\u6cd5\u8fdb\u884c\u6570\u636e\u8868\u683c\u7684\u6743\u9650\u7684\u63a7\u5236\uff0c\u200c\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u56e2\u961f\u7ba1\u7406Excel\u6570\u636e\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u200c\u52a9\u529b\u56e2\u961f\u9ad8\u6548\u8fd0\u8425\u3002\u200c\n  <\/p>\n<\/p>\n<p>\n   \u901a\u8fc7\u7b80\u5355\u7684\u4ece0\u52301\u5bf9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u7684\u4f53\u9a8c\uff0c\u53ef\u4ee5\u53d1\u73b0\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5341\u5206\u7684\u7b80\u5355\uff0c\u4e0d\u9700\u8981\u5b66\u4e60\u4ec0\u4e48Excel\u51fd\u6570\uff0c\u4e5f\u4e0d\u9700\u8981\u5b66\u4e60IT\u76f8\u5173\u7684\u6280\u672f\uff0c\u53ef\u4ee5\u8fdb\u884c\u4f4e\u95e8\u69db\u7684\u4f7f\u7528\uff0c\u53ea\u9700\u8981\u4e0a\u4f20\u6570\u636e\u6e90\u6587\u4ef6\uff0c\u901a\u8fc7\u4ea4\u4e92\u5f0f\u804a\u5929\u95ee\u7b54\uff0c\u5c31\u53ef\u4ee5\u5229\u7528\u5546\u6c64\u81ea\u7814\u7684\u5927\u6a21\u578b\u7b97\u6cd5\u5c06\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u81ea\u52a8\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u610f\u4e49\u7684\u5206\u6790\u548c\u53ef\u89c6\u5316\u7ed3\u679c\u3002\n  <\/p>\n<\/p>\n<hr\/>\n<h3>\n   <a id=\"_158\"><br \/>\n   <\/a><br \/>\n   \u56db\u3001\u9ad8\u7ea7\u529f\u80fd\u6700\u4f73\u5b9e\u8df5\uff1a<br \/>\n  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\u63d0\u95ee\uff1a\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\u6bcf\u5e74\u6bcf\u4e2a\u5b63\u5ea6\u6848\u4ef6\u72b6\u6001\u662f\u5df2\u7ed3\u6848\u7684\u76f4\u4ed8\u603b\u91d1\u989d\u662f\u591a\u5c11\uff1f<br \/>\n  <\/h3>\n<p>\n   \u63a5\u4e0b\u6765\uff0c\u53ef\u4ee5\u8ba9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5e2e\u6211\u5904\u7406\u4e00\u4e0b\u60f3\u8981\u7684\u9886\u5bfc\u9700\u8981\u7684\u6570\u636e\uff0c\u9996\u5148\u53ef\u4ee5\u770b\u5230\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5229\u7528\u5546\u6c64AI\u5927\u6a21\u578b\u53ef\u4ee5\u5206\u6790\u4e00\u4e0b\u903b\u8f91\u6d41\u7a0b\u56fe\uff0c\u9700\u8981\u505a\u54ea\u4e9b\u4e8b\u60c5\uff0c\u53ef\u4ee5\u770b\u5230\u903b\u8f91\u601d\u8def\u4e0a\u5176\u5b9e\u8ddf\u6211\u4eec\u7a0b\u5e8f\u5458\u5199\u4ee3\u7801\u5dee\u4e0d\u591a\uff0c\u8bfb\u53d6\u4e86\u5b58\u653e\u5728\u670d\u52a1\u5668\u7684\u672c\u5730\u76ee\u5f55\u6587\u4ef6\uff0c\u7136\u540e\u5206\u6790\u9700\u8981\u7684\u5b57\u6bb5\uff0c\u518d\u8fdb\u884cpython\u4ee3\u7801\u903b\u8f91\u7684\u8fd0\u7b97\uff0c\u53ef\u4ee5\u5f97\u51fa\u4e00\u4e2atable\u7684\u8868\u683c\u6570\u636e\u3002\n  <\/p>\n<\/p>\n<p>\n   \u53ef\u4ee5\u770b\u5230\u901a\u8fc7\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\uff0c\u53ef\u4ee5\u4e0d\u5230\u4e00\u5206\u949f\u5c31\u80fd\u7ed9\u51fa\u91cf\u5316\u7684\u5206\u6790\u7ed3\u679c\uff0c\u6bd4IT\u5f00\u53d1\u4eba\u5458\u5904\u7406\u7684\u901f\u5ea6\u5feb\u4e86\u4e0d\u81f310\u500d\uff0c\u8fd9\u91cc\u53ef\u4ee5\u770b\u5230\u8fd8\u63d0\u793a\u4e862022\u5e74\u7b2c2\u5b63\u5ea6\u7684\u603b\u91d1\u989d\u662f0\uff0c\u590d\u76d8\u4e86\u4e00\u4e0bexcel\u7684\u6570\u636e\u8868\uff0c\u786e\u5b9e\u7b2c\u4e8c\u5b63\u5ea6\uff084-6\u6708\uff09\u662f\u6ca1\u6709\u6570\u636e\u7684\u3002\n  <\/p>\n<blockquote>\n<p>\n    \u601d\u8003\uff1a\u4f46\u662f\u9886\u5bfc\u4e00\u822c\u4e0d\u4f1a\u53bb\u770b\u8fd9\u4e9b\u8868\u683c\uff0c\u4e00\u822c\u6765\u8bf4\u53ef\u4ee5\u505a\u4e00\u4e9b\u53ef\u89c6\u5316\u7684\u62a5\u8868\u6bd4\u8f83\u5408\u9002\u7684\u3002\n   <\/p>\n<\/blockquote>\n<p>\n   \u53ef\u4ee5\u8ba9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u76f4\u63a5\u5e2e\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u5b63\u5ea6\u6bd4\u8f83\u7684\u67f1\u72b6\u56fe\uff0c\u53ef\u4ee5\u66f4\u76f4\u63a5\u7684\u8868\u73b0\u6570\u636e\uff0c\u53ef\u4ee5\u770b\u5230\u4e5f\u662f\u4f7f\u7528python\u7684\u56fe\u8868\u6765\u8fdb\u884c\u753b\u56fe\uff0c\u4e0d\u8fc7\uff0c\u901a\u8fc7\u5bf9\u6bd4\uff0c\u753b\u56fe\u7684\u65f6\u95f4\u6bd4AI\u751f\u6210table\u8868\u683c\u7684\u65f6\u95f4\u8981\u7a0d\u5fae\u957f\u4e00\u70b9\uff0c\u751f\u6210\u7684\u56fe\u8868\u989c\u8272\u6bd4\u8f83\u5355\u8c03\uff0c\u53ef\u4ee5\u8ba9\u66f4\u6539\u989c\u8272\u7684\u65b9\u6848\u6765\u91cd\u65b0\u751f\u6210\u56fe\u8868\uff0c\u4f46\u662f\u603b\u662f\u89c9\u5f97\u5dee\u70b9\u610f\u601d\u3002\n  <\/p>\n<\/p>\n<p>\n   \u8ba9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5e2e\u52a9\u6211\u4eec\u751f\u6210\u4e00\u4e2aecharts\u56fe\u8868\u7684json\u6570\u636e\uff0c\u751f\u6210\u4e5f\u6bd4\u8f83\u5feb\uff0c\u5728echarts\u5728\u7ebf\u7684\u8c03\u8bd5\u793a\u4f8b\u4e2d\uff0c\u627e\u5230\u4e00\u4e2a\u6bd4\u8f83\u4e2d\u610f\u7684\u56fe\u8868\uff0c\u53ef\u4ee5\u770b\u5230\u6570\u636e\u4e5f\u4e0d\u592a\u9002\u5408\uff0c\u9700\u8981\u81ea\u5df1\u91cd\u65b0\u8f6c\u5316\u6539\u9020\u4e00\u4e0b\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u751f\u6210\u56fe\u8868\u6837\u5f0f\u8fd8\u662f\u53ef\u4ee5\u7684\uff0c\u53d1\u7ed9\u9886\u5bfc\u770b\u7684\u8bdd\uff0c\u4e5f\u53ef\u4ee5\u6bd4\u8f83\u7f8e\u89c2\uff0c\u540c\u65f6\uff0c\u4e5f\u53ef\u4ee5\u751f\u6210\u5e26\u6709\u4ee3\u7801\u7684echarts\u56fe\u8868\u4ee3\u7801\uff0c\u975e\u5e38\u7684\u65b9\u4fbf\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"2__185\"><br \/>\n   <\/a><br \/>\n   2. \u63d0\u95ee\uff1a\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\u6bcf\u5e74\u6bcf\u4e2a\u5b63\u5ea6\u6848\u4ef6\u72b6\u6001\u662f\u5df2\u7ed3\u6848\u7684\u76f4\u4ed8\u603b\u91d1\u989d\u662f\u591a\u5c11\uff1f<br \/>\n  <\/h3>\n<p>\n   \u4e0a\u9762\u6211\u4eec\u4f7f\u7528\u4e86\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5feb\u901f\u7684\u5f97\u5230\u4e86\u4e00\u4e2a\u6bcf\u4e2a\u5b63\u5ea6\u5df2\u7ed3\u6848\u7684\u76f4\u4ed8\u603b\u91d1\u989d\u67f1\u72b6\u56fe\uff0c\u53ea\u662f\u7b80\u5355\u7684\u4e00\u4e2a\u7eac\u5ea6\u67e5\u8be2\uff0c\u5e76\u4e0d\u80fd\u4f53\u73b0\u5f88\u5927\u7684\u4f18\u52bf\uff0c\u63a5\u4e0b\u6765\uff0c\u8ba9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u5e2e\u6211\u4eec\u751f\u6210\u591a\u7eac\u5ea6\u7684\u6570\u636e\u6bd4\u8f83\u5806\u53e0\u67f1\u72b6\u56fe\uff0c\u6765\u770b\u770b\u6548\u7387\u4f1a\u63d0\u9ad8\u591a\u5c11\uff1f\n  <\/p>\n<\/p>\n<p>\n   \u6570\u636e\u6e90\u4e2d\u6709\u4e00\u4e9b\u5b57\u6bb5\u662f\u9700\u8981\u6570\u636e\u8f6c\u6362\u7684\uff0c\u6bd4\u5982\u88ab\u4fdd\u4eba\u6027\u522bF\u8868\u793a\u7537\uff0cM\u8868\u793a\u5973\uff0c\u56e0\u4e3a\u4e0a\u9762\u6570\u636e\u662f\u653e\u5230\u201c\u6570\u636e\u7ba1\u7406\u201d\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\u662f\u53bb\u8bfb\u53d6\u670d\u52a1\u5668\u7684\u6587\u4ef6\uff0c\u5148\u67e5\u627e\u6570\u636e\u4e3aM\u5973\u6027\u7684\u6570\u636e\uff0c\u800c\u4e14python\u7684\u4ee3\u7801\u4e5f\u662f\u6709\u4e00\u4e9b\u6ce8\u91ca\uff0c\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53bb\u8fdb\u884c\u4e00\u4e9b\u903b\u8f91\u7684\u6392\u9519\uff0c\u8fd9\u4e2a\u53ef\u80fd\u5bf9IT\u7a0b\u5e8f\u5458\u6bd4\u8f83\u6709\u7528\u5904\u3002\n  <\/p>\n<p>\n   \u901a\u8fc7python\u7684\u4ee3\u7801\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a2\u4e2a\u7eac\u5ea6\u7684\u6570\u636e\u8868\u683c\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u751f\u6210\u7684\u7ed3\u679c\u8f6c\u5316\u4e3aexcel\u683c\u5f0f\u7684\u6587\u6863\uff0c\u4e5f\u53ef\u4ee5\u505a\u4e3a\u4e8c\u6b21\u6570\u636e\u6e90\u4fdd\u5b58\u5230\u201c\u6570\u636e\u7ba1\u7406\u201d\u4e2d\u3002\n  <\/p>\n<pre><code class=\"prism language-js\"># \u63d0\u53d6\u9700\u8981\u7684\u5217\uff1a\u62a5\u6848\u65f6\u95f4\u3001\u7ed3\u6848\u65f6\u95f4\u3001\u88ab\u4fdd\u4eba\u6027\u522b\ndata_needed <span class=\"token operator\">=<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u7ed3\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u88ab\u4fdd\u4eba\u6027\u522b'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span>\n\n# \u5c06\u62a5\u6848\u65f6\u95f4\u548c\u7ed3\u6848\u65f6\u95f4\u8f6c\u6362\u4e3a\u65e5\u671f\u683c\u5f0f\uff0c\u5e76\u63d0\u53d6\u5e74\u6708\u4fe1\u606f\ndata_needed<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span><span class=\"token function\">to_datetime<\/span><span class=\"token punctuation\">(<\/span>data_needed<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>dt<span class=\"token punctuation\">.<\/span><span class=\"token function\">to_period<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">'M'<\/span><span class=\"token punctuation\">)<\/span>\ndata_needed<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u7ed3\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span><span class=\"token function\">to_datetime<\/span><span class=\"token punctuation\">(<\/span>data_needed<span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u7ed3\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>dt<span class=\"token punctuation\">.<\/span><span class=\"token function\">to_period<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">'M'<\/span><span class=\"token punctuation\">)<\/span>\n\n# \u8ba1\u7b97\u6bcf\u4e2a\u6708\u7684\u62a5\u6848\u548c\u7ed3\u6848\u4eba\u6570\nreport_counts <span class=\"token operator\">=<\/span> data_needed<span class=\"token punctuation\">.<\/span><span class=\"token function\">groupby<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">'\u62a5\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\nclose_counts <span class=\"token operator\">=<\/span> data_needed<span class=\"token punctuation\">.<\/span><span class=\"token function\">groupby<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">'\u7ed3\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n\n# \u5408\u5e76\u62a5\u6848\u548c\u7ed3\u6848\u4eba\u6570\nmonthly_counts <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span><span class=\"token function\">concat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span>report_counts<span class=\"token punctuation\">,<\/span> close_counts<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> axis<span class=\"token operator\">=<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\nmonthly_counts<span class=\"token punctuation\">.<\/span>columns <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u4eba\u6570'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u7ed3\u6848\u4eba\u6570'<\/span><span class=\"token punctuation\">]<\/span>\n\n# \u8ba1\u7b97\u6bcf\u4e2a\u6708\u88ab\u4fdd\u4eba\u6027\u522b\u7684\u5360\u6bd4\ngender_counts <span class=\"token operator\">=<\/span> data_needed<span class=\"token punctuation\">.<\/span><span class=\"token function\">groupby<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u65f6\u95f4'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u88ab\u4fdd\u4eba\u6027\u522b'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">unstack<\/span><span class=\"token punctuation\">(<\/span>fill_value<span class=\"token operator\">=<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span>\ngender_ratio <span class=\"token operator\">=<\/span> gender_counts<span class=\"token punctuation\">.<\/span><span class=\"token function\">div<\/span><span class=\"token punctuation\">(<\/span>report_counts<span class=\"token punctuation\">,<\/span> axis<span class=\"token operator\">=<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span>\n\n# \u5408\u5e76\u6027\u522b\u5360\u6bd4\u5230\u6708\u5ea6\u7edf\u8ba1\u8868\u4e2d\nmonthly_counts_with_gender <span class=\"token operator\">=<\/span> pd<span class=\"token punctuation\">.<\/span><span class=\"token function\">concat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span>monthly_counts<span class=\"token punctuation\">,<\/span> gender_ratio<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> axis<span class=\"token operator\">=<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\nmonthly_counts_with_gender<span class=\"token punctuation\">.<\/span>columns <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">'\u62a5\u6848\u4eba\u6570'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u7ed3\u6848\u4eba\u6570'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u7537\u6027\u5360\u6bd4(%)'<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">'\u5973\u6027\u5360\u6bd4(%)'<\/span><span class=\"token punctuation\">]<\/span>\n\nmonthly_counts_with_gender<span class=\"token punctuation\">.<\/span><span class=\"token function\">reset_index<\/span><span class=\"token punctuation\">(<\/span>inplace<span class=\"token operator\">=<\/span>True<span class=\"token punctuation\">)<\/span>\nmonthly_counts_with_gender<span class=\"token punctuation\">.<\/span><span class=\"token function\">rename<\/span><span class=\"token punctuation\">(<\/span>columns<span class=\"token operator\">=<\/span><span class=\"token punctuation\">{<!-- --><\/span><span class=\"token string\">'index'<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">'\u6708\u4efd'<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span> inplace<span class=\"token operator\">=<\/span>True<span class=\"token punctuation\">)<\/span>\n\nmonthly_counts_with_gender<span class=\"token punctuation\">.<\/span><span class=\"token function\">head<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<\/p>\n<p>\n   \u4e0a\u9762\u5f97\u5230\u4e86table\u8868\u683c\u6570\u636e\u96c6\uff0c\u4f46\u662f\u60f3\u8981\u8f6c\u5316\u4e3a\u56fe\u8868\uff0c\u53ef\u4ee5\u8ba9\u5b83\u751f\u6210\u4e00\u4e2a\u6298\u7ebf\u56fe\u7684\u56fe\u8868\uff0c\u53ef\u4ee5\u770b\u5230\u4e0a\u9762\u7684\u6570\u636e\u8fd8\u662f\u53ef\u4ee5\u5728\u4e0b\u9762\u7684\u5bf9\u8bdd\u4e2d\u7ee7\u7eed\u4f7f\u7528\u7684\uff0c\u6700\u5f00\u59cb\u7531\u4e8e\u6708\u4efd\u65e5\u671f\u683c\u5f0f\u6709\u95ee\u9898\uff0c\u5bfc\u81f4\u7ed8\u5236\u7684\u56fe\u8868\u753b\u4e0d\u51fa\u6765\uff0c\u4f46\u662f\u53ef\u4ee5\u770b\u5230AI\u53ef\u4ee5\u975e\u5e38\u667a\u80fd\u7684\u81ea\u52a8\u8c03\u6574\u5e76\u4fee\u590d\u903b\u8f91\u3002\n  <\/p>\n<p>\n   \u901a\u8fc7\u67e5\u770b\u6298\u7ebf\u56fe\uff0c\u53ef\u4ee5\u660e\u663e\u5206\u6790\u51fa\u4e00\u4e9b\u6570\u636e\u8d8b\u52bf\u7684\u53d8\u5316\u60c5\u51b5\uff0c\u9488\u5bf9\u8fd9\u4e9b\u53d8\u5316\u53ef\u4ee5\u505a\u51fa\u5bf9\u516c\u53f8\u7b56\u7565\u7684\u8c03\u6574\uff1a\n  <\/p>\n<ul>\n<li>\n    \u663e\u793a\u62a5\u6848\u4eba\u6570\u4e0e\u7ed3\u6848\u4eba\u6570\u7684\u6298\u7ebf\u56fe\n   <\/li>\n<li>\n    7\u6708-8\u6708\u62a5\u6848\u4eba\u6570\u6025\u5267\u589e\u52a0\n   <\/li>\n<li>\n    12\u6708\u8fbe\u5230\u4e862022\u5e74\u7684\u6700\u9ad8\u70b9\n   <\/li>\n<li>\n    9\u6708-11\u6708\u62a5\u6848\u4eba\u6570\u6bd4\u8f83\u5e73\u7a33\n   <\/li>\n<li>\n    7\u6708\u523010\u6708\u7ed3\u6848\u4eba\u6570\u4e00\u76f4\u5728\u9012\u589e\n   <\/li>\n<\/ul>\n<p>\n   \u4e0d\u8fc7\uff0c\u4e0a\u56fe\u53ea\u6709\u62a5\u6848\u4eba\u6570\u4e0e\u7ed3\u6848\u4eba\u6570\uff0c\u660e\u663e\u8fd9\u6837\u6765\u770b\u53ea\u80fd\u770b\u51fa\u4e00\u4e9b\u53d8\u5316\uff0c\u9886\u5bfc\u9700\u8981\u56fe\u4e2d\u4e5f\u8981\u663e\u793a\u7537\u5973\u7684\u4eba\u6570\u5360\u6bd4\u3002\u53ef\u4ee5\u4f7f\u7528\u201c\u5806\u53e0\u67f1\u72b6\u56fe\u201d\u6765\u5c55\u793a4\u79cd\u7c7b\u578b\u7684\u6570\u636e\u7684\u5206\u5e03\u548c\u5173\u8054\u5173\u7cfb\uff0c\u63d0\u9ad8\u6570\u636e\u4f20\u8fbe\u548c\u51b3\u7b56\u7684\u6548\u679c\u3002\n  <\/p>\n<p>\n   \u5f53\u7136\uff0c\u8fd9\u91cc\u5982\u679c\u6709\u65f6\u95f4\u7684\u8bdd\uff0c\u53ef\u4ee5\u5bf9\u56fe\u8868\u8fdb\u884c\u53c2\u6570\u8c03\u6574\uff0c\u8fbe\u5230\u7f8e\u5316\u56fe\u8868\u7684\u6548\u679c\u3002\u4f46\u662f\u6bd4\u8f83\u8d39\u65f6\u95f4\uff0c\u5efa\u8bae\u5b98\u65b9\u80fd\u9ed8\u8ba4\u652f\u6301\u751f\u6210\u6bd4\u8f83\u597d\u770b\u7684\u56fe\u7247\uff0c\u8ba9\u6211\u4eec\u5728\u4f1a\u8bae\u6c47\u62a5\u3001\u9886\u5bfc\u67e5\u6536\u65f6\uff0c\u80fd\u591f\u773c\u524d\u4e00\u4eae\uff0c\u5f53\u7136\u4e5f\u662f\u53ef\u4ee5\u751f\u6210\u597djson\u6570\u636e\uff0c\u5728echarts\u6839\u636e\u81ea\u5df1\u7684\u559c\u597d\u751f\u6210\u7f8e\u89c2\u7684\u56fe\u8868\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"AI_247\"><br \/>\n   <\/a><br \/>\n   \u601d\u8003\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4ea7\u54c1\u4ef7\u503c\u7684\u4f53\u73b0\uff1a<br \/>\n  <\/h3>\n<blockquote>\n<p>\n    \u81ea\u5df1\u5728\u516c\u53f8\u4e5f\u662f\u5f00\u53d1\u67094\u5e74\u591a\u7684\u65f6\u95f4\uff0c\u901a\u8fc7\u4e0a\u8ff0\u4ece0\u52301\u7684\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4ea7\u54c1\u5b9e\u8df5\uff0c\u7ed3\u5408\u516c\u53f8\u81ea\u5df1\u4e1a\u52a1\u672c\u8eab\u9047\u5230\u7684\u573a\u666f\uff0c\u8fdb\u884c\u4ee5\u4e0b\u51e0\u4e2a\u89d2\u5ea6\u7684\u5206\u6790\u3002\n   <\/p>\n<\/blockquote>\n<hr\/>\n<h3>\n   <a id=\"1__253\"><br \/>\n   <\/a><br \/>\n   1. \u4f01\u4e1a\u5185\u90e8\u62a5\u8868\u7cfb\u7edf\u5b58\u5728\u7684\u95ee\u9898\u70b9\uff1a<br \/>\n  <\/h3>\n<p>\n   \u4e0d\u5c11\u516c\u53f8\u4f01\u4e1a\u5185\u90e8\uff0c\u662f\u5b8c\u5168\u4f9d\u8d56\u6280\u672f\u56e2\u961f\u62a5\u8868\u8fdb\u884c\u5f00\u53d1\uff0c\u4f46\u662f\uff0c\u4ece\u6280\u672f\u56e2\u961f\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5728\u7075\u6d3b\u6027\u3001\u901a\u7528\u6027\u3001\u4ea7\u51fa\u6548\u7387\u51e0\u4e2a\u7279\u70b9\u6765\u770b\uff0c\u6280\u672f\u56e2\u961f\u5f80\u5f80\u4f1a\u5b58\u5728\u4ee5\u4e0b\u4e00\u4e9b\u95ee\u9898\u3002\n  <\/p>\n<\/p>\n<p>\n   \u5f80\u5f80\u4e00\u4e2a\u5c0f\u4e8b\u60c5\uff0c\u89e3\u51b3\u7684\u94fe\u8def\u4f1a\u5f88\u590d\u6742\u3001\u7e41\u7410\uff0c\u5f80\u5f80\u589e\u52a0\u4e86\u989d\u5916\u7684\u6c9f\u901a\u3001\u65f6\u95f4\u6210\u672c\uff0c\u4ece\u4eba\u6548\u7684\u89d2\u5ea6\u5e76\u4e0d\u9002\u5408\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"2_AI_264\"><br \/>\n   <\/a><br \/>\n   2. \u67d0\u4e9b\u4e1a\u52a1\u573a\u666f\u4e0b\uff0c\u5bf9\u6bd4\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4ea7\u54c1\u4e0e\u6280\u672f\u5f00\u53d1\u7684\u62a5\u8868\u7cfb\u7edf\u7684\u5206\u6790\uff1a<br \/>\n  <\/h3>\n<p>\n   \u5728\u67d0\u4e9b\u5927\u65b9\u5411\u4e0a\uff0c\u57fa\u4e8e\u516c\u53f8\u7684\u5e38\u89c4\u62a5\u8868\u9700\u6c42\uff0c\u5728\u5408\u7406\u8303\u56f4\u5185\u662f\u5f88\u6b63\u5e38\u7684\uff0c\u4f46\u662f\u5728\u67d0\u4e00\u4e9b\u4e0d\u5e38\u7528\u7684\u62a5\u8868\u9700\u6c42\u8303\u56f4\u5185\uff0c\u53ef\u4ee5\u4f7f\u7528\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4ea7\u54c1\u6765\u89e3\u51b3\uff0c\u6bd4\u5982\u4e34\u65f6\u9700\u8981\u7684\u7d27\u6025\u6570\u636e\uff0c\u8d70\u6d41\u7a0b\u5ba1\u6279\u4e0b\u6765\uff0c\u4f30\u8ba1\u90fd\u4e3a\u65f6\u5df2\u665a\uff0c\u6bd4\u5982\u516c\u53f8\u521a\u521a\u6210\u7acb\uff0c\u9700\u8981\u5f88\u591a\u7edf\u8ba1\u7c7b\u7684\u9700\u6c42\uff0c\u6240\u4ee5\u5728\u6709\u4e9b\u573a\u666f\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u6765\u4f18\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u63d0\u9ad8\u5de5\u4f5c\u7684\u6548\u7387\uff0c\u8ba9\u4eba\u66f4\u4e13\u6ce8\u4e8e\u672c\u804c\u5de5\u4f5c\u4e0a\u3002\n  <\/p>\n<\/p>\n<hr\/>\n<h3>\n   <a id=\"3_AI_273\"><br \/>\n   <\/a><br \/>\n   3. \u516c\u53f8\u4e1a\u52a1\u5bfc\u5165\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u53ef\u884c\u6027\u5206\u6790\uff1a<br \/>\n  <\/h3>\n<p>\n   \u4e0a\u9762\u4e5f\u63d0\u5230\u4e86\uff0c\u7ed3\u5408\u516c\u53f8\u7684\u4e00\u4e9b\u4e1a\u52a1\uff0c\u5e76\u975e\u6240\u6709\u7684\u573a\u666f\u90fd\u9002\u7528\uff0c\u4ee5\u4e0b\u6574\u7406\u4e86\u516c\u53f8\u67d0\u4e9b\u573a\u666f\u4e0b\u53ef\u66ff\u6362\u7684\u8bc4\u4f30\u9879\uff0c\u4ee5\u53ca\u5bfc\u5165\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u540e\uff0c\u521d\u6b65\u9884\u5224\u53ef\u66ff\u6362\u6210\u672c\u8bc4\u4f30\uff1a\n  <\/p>\n<\/p>\n<blockquote>\n<p>\n    \u516c\u53f8\u5176\u5b9e\u4e00\u76f4\u4ee5\u6765\u6709\u4e9b\u9886\u5bfc\u4e5f\u5728\u8d28\u7591\uff0c\u6280\u672f\u56e2\u961f\u7684\u4ef7\u503c\uff1f\u4e70\u4e00\u5957\u6210\u578b\u7684BI\u53ef\u4ee5\u7528\u5417\uff1f\n   <\/p>\n<\/blockquote>\n<table>\n<thead>\n<tr>\n<th>\n      \u5e8f\u53f7\n     <\/th>\n<th>\n      \u4e1a\u52a1\u573a\u666f\u7c7b\u578b\n     <\/th>\n<th>\n      CostDown\u6210\u672c\u9884\u7b97\/\u6536\u76ca\u503c\n     <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n      1\n     <\/td>\n<td>\n      \u975e\u516c\u53f8\u5c42\u9762\u6027\u3001\u4e34\u65f6\u6027\u3001\u5c0f\u8303\u56f4\u5185\u7684\u6570\u636e\u7edf\u8ba1\u5206\u6790\n     <\/td>\n<td>\n      \u4e1a\u52a1\u5f00\u53d1\u91cf\u51cf\u5c1130%\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      2\n     <\/td>\n<td>\n      \u5f00\u53d1\u6210\u672c\u5bf9\u6bd4\n     <\/td>\n<td>\n      \u4ea7\u54c1\u3001UI\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u5de5\u4f5c\u91cf\u51cf\u5c1125%\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      3\n     <\/td>\n<td>\n      \u6210\u672c\u9884\u7b97\u5bf9\u6bd4\n     <\/td>\n<td>\n      \u4eba\u529b\u964d\u4f4e15%\uff0cIT\u8f6f\u4ef6\u8d44\u6e90\u964d\u4f4e20%\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      4\n     <\/td>\n<td>\n      \u4ea7\u51fa\u65f6\u6548\u6027\u5bf9\u6bd4\n     <\/td>\n<td>\n      \u52a0\u5feb60-70%\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      5\n     <\/td>\n<td>\n      \u6c9f\u901a\u6210\u672c\u5bf9\u6bd4\n     <\/td>\n<td>\n      \u964d\u4f4e30%\n     <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\n   \u6ce8\uff1a\u4ee5\u4e0a\u53ea\u662f\u4e00\u4e2a\u521d\u6b65\u7684\u9884\u7b97\u6a21\u578b\u503c\uff0c\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\uff0c\u5e0c\u671b\u5728\u5404\u4e2a\u4e1a\u52a1\u90e8\u95e8\uff0c\u5bfc\u5165\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u540e\u80fd\u591f\u5b9e\u73b0\u4e1a\u52a1\u7cbe\u7ec6\u5316\u8fd0\u8425\u3001\u964d\u672c\u589e\u6548\uff0c\u5b9e\u73b0\u201c\u4eba\u4eba\u90fd\u662f\u6570\u636e\u5206\u6790\u5e08\u201d\u3002\n  <\/p>\n<hr\/>\n<h3>\n   <a id=\"_295\"><br \/>\n   <\/a><br \/>\n   \u516d\u3001\u603b\u7ed3<br \/>\n  <\/h3>\n<blockquote>\n<p>\n    \u968f\u7740\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u4e0d\u540c\u53d1\u5c55\u548cChatGPT\u63a8\u52a8\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u516c\u53f8\u8fdb\u884c\u6570\u5b57\u5316\u8f6c\u578b\uff0c\u4f46\u662f\u4e0d\u540c\u4e8eGPT\u7684\u662f\uff0c\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u4e13\u6ce8\u4e8e\u6570\u636e\u667a\u80fd\u5316\u5206\u6790\u8fd9\u4e00\u4e2a\u70ed\u70b9\u65b9\u5411\u5c55\u5f00\u4e86\u6df1\u5165\u7684\u7814\u7a76\u3001\u6d4b\u8bd5\u5e76\u53d1\u5e03\uff0c\u8fd9\u4e5f\u662f\u6570\u636e\u667a\u80fd\u5206\u6790\u5177\u6709\u91cc\u7a0b\u7891\u610f\u4e49\u7684\u8fdb\u6b65\uff0c\u4e00\u6b65\u4e00\u6b65\u6df1\u5165\u4e86\u89e3\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u7684\u80fd\u529b\u4e0e\u9b45\u529b\u3002\n   <\/p>\n<\/blockquote>\n<p>\n   \u901a\u8fc7\u5bf9\u201cAI\u529e\u516c\u5c0f\u6d63\u718a\u201d\u7684\u63a2\u7d22\uff0c\u53ef\u4ee5\u53d1\u73b0\u5bf9\u4e8e\u6570\u636e\u91cf\u8f83\u5927\u7684\u4fe1\u606f\u6570\u636e\u6e90\u5206\u6790\u7684\u6548\u679c\u4e5f\u5f88\u597d\uff0c\u65e0\u8bba\u662f\u4ece\u901f\u5ea6\u4e0a\uff0c\u8fd8\u662f\u56de\u7b54\u51c6\u786e\u7387\u4e0a\uff0c\u90fd\u6781\u5177\u9488\u5bf9\u6027\uff0c\u81f3\u5c11\u6ee1\u8db3\u4e86\u6211\u4e2a\u4eba\u5e73\u65f6\u7684\u57fa\u672c\u9700\u6c42\u3002\u901a\u8fc7AI\u7684\u8f85\u52a9\u8ba9\u7528\u6237\u5c31\u4e0d\u9700\u8981\u8fc7\u5ea6\u7684\u601d\u8003\u548c\u64cd\u4f5c\uff0c\u786e\u5b9e\u505a\u5230\u4e86\u667a\u80fd\u5316\u3001\u4eba\u6027\u5316\u548c\u7cbe\u786e\u5316\u8fd9\u4e00\u6b65\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u662f\u6570\u636e\u7684\u751f\u4ea7\u8005\u548c\u6d88\u8d39\u8005\uff0c\u7528\u6765\u652f\u6491\u4f01\u4e1a\u7684\u7ba1\u7406\u548c\u8fd0\u8425\u9700\u6c42\u3002\n  <\/p>\n<\/p>\n<p>\n   \u529e\u516c\u5c0f\u6d63\u718a\u652f\u6301\u65e5\u5e38\u6570\u636e\u5206\u6790\u5de5\u4f5c\u4e2d\u7684\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u8fd0\u7b97\u3001\u8d8b\u52bf\u5206\u6790\u3001\u9884\u6d4b\u6027\u5206\u6790\u3001\u6bd4\u8f83\u5206\u6790\u3001\u5173\u8054\u6027\u5206\u6790\u3001\u6570\u636e\u53ef\u89c6\u5316\u7b49\u573a\u666f\u3002\n  <\/p>\n<p>\n   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