{"id":20452,"date":"2026-06-10T11:34:15","date_gmt":"2026-06-10T03:34:15","guid":{"rendered":"https:\/\/ab123.xyz\/?p=20452"},"modified":"2026-06-10T11:34:15","modified_gmt":"2026-06-10T03:34:15","slug":"looker-google-cloud-explores-for-product-analytics-%e6%99%ba%e8%83%bd%e5%b7%a5%e5%85%b7%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=20452","title":{"rendered":"Looker (Google Cloud) Explores for Product Analytics \u667a\u80fd\u5de5\u5177\u5168\u9762\u89e3\u6790"},"content":{"rendered":"<p>\u5728\u5f53\u4eca\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u5f00\u53d1\u73af\u5883\u4e2d\uff0c\u4ea7\u54c1\u5206\u6790\u56e2\u961f\u4e9f\u9700\u9ad8\u6548\u3001\u7075\u6d3b\u7684\u6570\u636e\u63a2\u7d22\u5de5\u5177\u3002Google Cloud \u65d7\u4e0b\u7684 Looker \u5e73\u53f0\u63a8\u51fa\u7684 Explores \u529f\u80fd\uff0c\u6b63\u662f\u4e3a\u4ea7\u54c1\u5206\u6790\u91cf\u8eab\u6253\u9020\u7684\u667a\u80fd\u5de5\u5177\u3002\u901a\u8fc7\u76f4\u89c2\u7684\u754c\u9762\u548c\u5f3a\u5927\u7684\u5e95\u5c42 SQL \u751f\u6210\u80fd\u529b\uff0cExplores \u8ba9\u975e\u6280\u672f\u7528\u6237\u4e5f\u80fd\u8f7b\u677e\u8fdb\u884c\u591a\u7ef4\u6570\u636e\u5206\u6790\uff0c\u65e0\u9700\u4f9d\u8d56\u5de5\u7a0b\u5e08\u7f16\u5199\u590d\u6742\u67e5\u8be2\u3002\u8bbf\u95ee <a href=\"https:\/\/cloud.google.com\/looker?hl=zh-cn\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u5373\u53ef\u5f00\u59cb\u4f7f\u7528\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u4ea7\u54c1\u5206\u6790\u573a\u666f<\/h2>\n<p>Looker Explores \u7684\u6838\u5fc3\u5728\u4e8e\u5c06\u6570\u636e\u6a21\u578b\u8f6c\u5316\u4e3a\u53ef\u4ea4\u4e92\u7684\u63a2\u7d22\u89c6\u56fe\u3002\u4ea7\u54c1\u7ecf\u7406\u3001\u589e\u957f\u5206\u6790\u5e08\u53ef\u4ee5\u9488\u5bf9\u7528\u6237\u884c\u4e3a\u6f0f\u6597\u3001\u529f\u80fd\u4f7f\u7528\u7387\u3001\u7559\u5b58\u66f2\u7ebf\u7b49\u5173\u952e\u6307\u6807\u8fdb\u884c\u5b9e\u65f6\u4e0b\u94bb\u3002\u5177\u4f53\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u52a8\u6001\u7ef4\u5ea6\u4e0e\u5ea6\u91cf\u9009\u62e9\uff1a\u81ea\u7531\u5207\u6362\u65f6\u95f4\u3001\u7528\u6237\u7fa4\u7ec4\u3001\u8bbe\u5907\u7c7b\u578b\u7b49\u7ef4\u5ea6\uff0c\u5e76\u5373\u65f6\u8ba1\u7b97 DAU\u3001ARPU \u7b49\u6307\u6807\u3002<\/li>\n<li>\u81ea\u5b9a\u4e49\u7b5b\u9009\u4e0e\u5bf9\u6bd4\uff1a\u5feb\u901f\u7b5b\u9009\u7279\u5b9a\u7248\u672c\u6216\u5b9e\u9a8c\u7ec4\uff0c\u8fdb\u884c A\/B \u6d4b\u8bd5\u6548\u679c\u5bf9\u6bd4\u3002<\/li>\n<li>\u53ef\u89c6\u5316\u56fe\u8868\u8054\u52a8\uff1a\u6240\u6709\u63a2\u5bdf\u7ed3\u679c\u53ef\u4e00\u952e\u5207\u6362\u4e3a\u67f1\u72b6\u56fe\u3001\u6298\u7ebf\u56fe\u6216\u70ed\u529b\u56fe\uff0c\u5e76\u652f\u6301\u4ea4\u53c9\u8fc7\u6ee4\u3002<\/li>\n<\/ul>\n<h3>\u4e3a\u4ec0\u4e48\u4ea7\u54c1\u5206\u6790\u56e2\u961f\u9996\u9009 Explores<\/h3>\n<p>\u76f8\u6bd4\u4f20\u7edf BI \u5de5\u5177\uff0cLooker Explores \u7684\u4f18\u52bf\u4f53\u73b0\u5728\u4e09\u4e2a\u5c42\u9762\uff1a<\/p>\n<ul>\n<li><strong>\u8bed\u4e49\u5c42\u7edf\u4e00<\/strong>\uff1a\u57fa\u4e8e LookML \u5b9a\u4e49\u4e1a\u52a1\u903b\u8f91\uff0c\u786e\u4fdd\u5168\u516c\u53f8\u5bf9\u201c\u6d3b\u8dc3\u7528\u6237\u201d\u3001\u201c\u8f6c\u5316\u7387\u201d\u7684\u5b9a\u4e49\u4e00\u81f4\uff0c\u907f\u514d\u53e3\u5f84\u51b2\u7a81\u3002<\/li>\n<li><strong>\u96f6\u4ee3\u7801\u81ea\u52a9\u5206\u6790<\/strong>\uff1a\u5206\u6790\u5e08\u65e0\u9700\u7f16\u5199 SQL \u5373\u53ef\u62d6\u62fd\u5f0f\u64cd\u4f5c\uff0c\u91ca\u653e\u6570\u636e\u56e2\u961f\u751f\u4ea7\u529b\u3002<\/li>\n<li><strong>\u5185\u5d4c\u534f\u4f5c\u4e0e\u5206\u4eab<\/strong>\uff1a\u63a2\u5bdf\u7ed3\u679c\u53ef\u76f4\u63a5\u751f\u6210\u770b\u677f\u6216\u901a\u8fc7\u94fe\u63a5\u5206\u4eab\uff0c\u652f\u6301\u8bc4\u8bba\u533a\u8ba8\u8bba\uff0c\u52a0\u901f\u51b3\u7b56\u95ed\u73af\u3002<\/li>\n<\/ul>\n<h2>\u5178\u578b\u5e94\u7528\u6848\u4f8b<\/h2>\n<p>\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u901a\u8fc7 Looker Explores \u5206\u6790\u201c\u65b0\u7528\u6237\u9996\u5355\u8f6c\u5316\u6f0f\u6597\u201d\uff0c\u53d1\u73b0\u67d0\u6e20\u9053\u7528\u6237\u5728\u652f\u4ed8\u73af\u8282\u6d41\u5931\u4e25\u91cd\u3002\u56e2\u961f\u7acb\u5373\u8c03\u6574\u652f\u4ed8\u5f15\u5bfc\u6d41\u7a0b\uff0c\u4e24\u5468\u5185\u8f6c\u5316\u7387\u63d0\u5347 12%\u3002\u53e6\u4e00\u5bb6 SaaS \u516c\u53f8\u5229\u7528 Explores \u8ffd\u8e2a\u201c\u529f\u80fd\u4f7f\u7528\u6df1\u5ea6\u201d\uff0c\u8bc6\u522b\u51fa\u9ad8\u7c98\u6027\u7528\u6237\u7684\u5171\u540c\u884c\u4e3a\u6a21\u5f0f\uff0c\u4ece\u800c\u4f18\u5316\u4e86\u4ea7\u54c1\u8def\u7ebf\u56fe\u4f18\u5148\u7ea7\u7684\u6392\u671f\u3002<\/p>\n<h2>\u5982\u4f55\u5feb\u901f\u4e0a\u624b\u4f7f\u7528<\/h2>\n<p>\u5bf9\u4e8e\u521d\u6b21\u63a5\u89e6\u7684\u7528\u6237\uff0c\u5efa\u8bae\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li>\u7b2c\u4e00\u6b65\uff1a\u5728 Looker \u7ba1\u7406\u540e\u53f0\u52a0\u8f7d\u4ea7\u54c1\u4e8b\u4ef6\u6570\u636e\u96c6\uff0c\u5e76\u57fa\u4e8e LookML \u6a21\u578b\u5b9a\u4e49\u5173\u952e\u7ef4\u5ea6\u4e0e\u5ea6\u91cf\u3002<\/li>\n<li>\u7b2c\u4e8c\u6b65\uff1a\u8fdb\u5165 Explores \u754c\u9762\uff0c\u9009\u62e9\u611f\u5174\u8da3\u7684\u89c6\u56fe\uff08\u5982\u201c\u7528\u6237\u884c\u4e3a\u201d\uff09\uff0c\u7136\u540e\u62d6\u62fd\u6240\u9700\u7684\u7ef4\u5ea6\u4e0e\u5ea6\u91cf\u5230\u884c\/\u5217\u533a\u57df\u3002<\/li>\n<li>\u7b2c\u4e09\u6b65\uff1a\u5e94\u7528\u65e5\u671f\u8303\u56f4\u3001\u5206\u7fa4\u6761\u4ef6\u7b49\u7b5b\u9009\u5668\uff0c\u5e76\u9009\u62e9\u53ef\u89c6\u5316\u7c7b\u578b\u5448\u73b0\u7ed3\u679c\u3002<\/li>\n<li>\u7b2c\u56db\u6b65\uff1a\u4fdd\u5b58\u4e3a Look \u6216\u6dfb\u52a0\u5230\u73b0\u6709\u4eea\u8868\u677f\uff0c\u5e76\u4e0e\u56e2\u961f\u5171\u4eab\u94fe\u63a5\u3002<\/li>\n<\/ul>\n<h3>\u4e0e Google Cloud \u751f\u6001\u7684\u6df1\u5ea6\u6574\u5408<\/h3>\n<p>\u4f5c\u4e3a Google Cloud \u539f\u751f\u5de5\u5177\uff0cExplores \u53ef\u76f4\u63a5\u8bfb\u53d6 BigQuery\u3001Cloud SQL \u7b49\u6570\u636e\u6e90\uff0c\u65e0\u9700\u989d\u5916 ETL \u6d41\u7a0b\u3002\u540c\u65f6\u652f\u6301\u4e0e Google Analytics\u3001Firebase \u7b49\u4ea7\u54c1\u5206\u6790\u5e38\u7528\u6570\u636e\u6e90\u65e0\u7f1d\u5bf9\u63a5\uff0c\u786e\u4fdd\u6570\u636e\u5b9e\u65f6\u6027\u3002\u5b89\u5168\u65b9\u9762\uff0c\u652f\u6301\u57fa\u4e8e\u7528\u6237\u89d2\u8272\u7684\u884c\u7ea7\u6743\u9650\u63a7\u5236\uff0c\u6ee1\u8db3\u4f01\u4e1a\u7ea7\u5408\u89c4\u9700\u6c42\u3002<\/p>\n<p>\u603b\u800c\u8a00\u4e4b\uff0cLooker (Google Cloud) Explores \u901a\u8fc7\u7b80\u5316\u6570\u636e\u8bbf\u95ee\u3001\u7edf\u4e00\u4e1a\u52a1\u8bed\u4e49\uff0c\u6210\u4e3a\u4ea7\u54c1\u5206\u6790\u9886\u57df\u4e0d\u53ef\u6216\u7f3a\u7684\u667a\u80fd\u5de5\u5177\u3002\u65e0\u8bba\u662f\u521d\u521b\u56e2\u961f\u8fd8\u662f\u5927\u578b\u4f01\u4e1a\uff0c\u90fd\u80fd\u501f\u6b64\u52a0\u901f\u4ece\u6570\u636e\u5230\u6d1e\u5bdf\u7684\u8f6c\u5316\u3002\u7acb\u5373\u8bbf\u95ee <a href=\"https:\/\/cloud.google.com\/looker?hl=zh-cn\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u514d\u8d39\u8bd5\u7528\uff0c\u5f00\u542f\u9ad8\u6548\u4ea7\u54c1\u5206\u6790\u4e4b\u65c5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u5f00\u53d1\u73af\u5883\u4e2d\uff0c\u4ea7\u54c1\u5206\u6790\u56e2\u961f\u4e9f\u9700\u9ad8\u6548\u3001\u7075\u6d3b\u7684\u6570\u636e\u63a2\u7d22\u5de5\u5177\u3002Google Cloud \u65d7\u4e0b\u7684 L [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[23831,23834,23832,23833,13415],"class_list":["post-20452","post","type-post","status-publish","format-standard","hentry","category-4","tag-google-cloud-looker","tag-looker-explores","tag-23832","tag-23833","tag-bi"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/20452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20452"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/20452\/revisions"}],"predecessor-version":[{"id":20453,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/20452\/revisions\/20453"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}