{"id":168949,"date":"2024-11-06T17:36:27","date_gmt":"2024-11-06T09:36:27","guid":{"rendered":"https:\/\/server.hk\/cnblog\/168949\/"},"modified":"2024-11-06T17:36:27","modified_gmt":"2024-11-06T09:36:27","slug":"%e5%85%8d%e8%b2%bb%e6%95%b8%e6%93%9a%e5%ba%ab%e5%a0%b1%e8%a1%a8%e5%b7%a5%e5%85%b7%ef%bc%8c%e6%95%b8%e6%93%9a%e5%88%86%e6%9e%90%e8%bc%95%e9%ac%86%e6%90%9e%e5%ae%9a-%e6%95%b8%e6%93%9a%e5%ba%ab%e5%a0%b1","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/168949\/","title":{"rendered":"\u514d\u8cbb\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\uff0c\u6578\u64da\u5206\u6790\u8f15\u9b06\u641e\u5b9a (\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\u514d\u8cbb)"},"content":{"rendered":"<h1 id=\"%e5%85%8d%e8%b2%bb%e6%95%b8%e6%93%9a%e5%ba%ab%e5%a0%b1%e8%a1%a8%e5%b7%a5%e5%85%b7%ef%bc%8c%e6%95%b8%e6%93%9a%e5%88%86%e6%9e%90%e8%bc%95%e9%ac%86%e6%90%9e%e5%ae%9a-CVTMhCAgai\">\u514d\u8cbb\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\uff0c\u6578\u64da\u5206\u6790\u8f15\u9b06\u641e\u5b9a<\/h1>\n<p>\u5728\u7576\u4eca\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0c\u6578\u64da\u5206\u6790\u5df2\u6210\u70ba\u4f01\u696d\u6210\u529f\u7684\u95dc\u9375\u56e0\u7d20\u4e4b\u4e00\u3002\u96a8\u8457\u6578\u64da\u91cf\u7684\u6fc0\u589e\uff0c\u5982\u4f55\u6709\u6548\u5730\u5206\u6790\u548c\u5448\u73fe\u6578\u64da\u6210\u70ba\u4e86\u8a31\u591a\u4f01\u696d\u9762\u81e8\u7684\u6311\u6230\u3002\u5e78\u904b\u7684\u662f\uff0c\u5e02\u5834\u4e0a\u6709\u8a31\u591a\u514d\u8cbb\u7684\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\u53ef\u4ee5\u5e6b\u52a9\u7528\u6236\u8f15\u9b06\u5730\u9032\u884c\u6578\u64da\u5206\u6790\u548c\u5831\u8868\u751f\u6210\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u4e00\u4e9b\u6d41\u884c\u7684\u514d\u8cbb\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\uff0c\u4e26\u63a2\u8a0e\u5b83\u5011\u7684\u7279\u9ede\u548c\u4f7f\u7528\u65b9\u6cd5\u3002<\/p>\n<h2 id=\"1-google-data-studio-CVTMhCAgai\">1. Google Data Studio<\/h2>\n<p>Google Data Studio \u662f\u4e00\u6b3e\u529f\u80fd\u5f37\u5927\u7684\u514d\u8cbb\u6578\u64da\u53ef\u8996\u5316\u5de5\u5177\uff0c\u5141\u8a31\u7528\u6236\u5f9e\u591a\u7a2e\u6578\u64da\u6e90\uff08\u5982 Google Sheets\u3001Google Analytics\u3001MySQL \u7b49\uff09\u4e2d\u63d0\u53d6\u6578\u64da\uff0c\u4e26\u751f\u6210\u4e92\u52d5\u5f0f\u5831\u8868\u3002\u7528\u6236\u53ef\u4ee5\u901a\u904e\u7c21\u55ae\u7684\u62d6\u653e\u64cd\u4f5c\u4f86\u8a2d\u8a08\u5831\u8868\uff0c\u4e26\u4e14\u53ef\u4ee5\u8207\u5718\u968a\u6210\u54e1\u5171\u4eab\u5831\u8868\uff0c\u5be6\u73fe\u5be6\u6642\u5354\u4f5c\u3002<\/p>\n<h3 id=\"%e7%89%b9%e9%bb%9e%ef%bc%9a-CVTMhCAgai\">\u7279\u9ede\uff1a<\/h3>\n<ul>\n<li>\u652f\u6301\u591a\u7a2e\u6578\u64da\u6e90\u7684\u9023\u63a5\u3002<\/li>\n<li>\u63d0\u4f9b\u591a\u7a2e\u53ef\u8996\u5316\u9078\u9805\uff0c\u5982\u5716\u8868\u3001\u5730\u5716\u548c\u8868\u683c\u3002<\/li>\n<li>\u5831\u8868\u53ef\u5d4c\u5165\u5230\u7db2\u7ad9\u6216\u5206\u4eab\u93c8\u63a5\u3002<\/li>\n<\/ul>\n<h3 id=\"%e4%bd%bf%e7%94%a8%e7%a4%ba%e4%be%8b%ef%bc%9a-CVTMhCAgai\">\u4f7f\u7528\u793a\u4f8b\uff1a<\/h3>\n<pre><code>SELECT date, revenue FROM sales WHERE date BETWEEN '2023-01-01' AND '2023-12-31';<\/code><\/pre>\n<h2 id=\"2-metabase-CVTMhCAgai\">2. Metabase<\/h2>\n<p>Metabase \u662f\u4e00\u6b3e\u958b\u6e90\u7684\u5546\u696d\u667a\u80fd\u5de5\u5177\uff0c\u9069\u5408\u4e0d\u5177\u5099\u6280\u8853\u80cc\u666f\u7684\u7528\u6236\u3002\u7528\u6236\u53ef\u4ee5\u901a\u904e\u7c21\u55ae\u7684\u754c\u9762\u9032\u884c\u6578\u64da\u67e5\u8a62\uff0c\u4e26\u751f\u6210\u5831\u8868\u548c\u5100\u8868\u677f\u3002Metabase \u652f\u6301\u591a\u7a2e\u6578\u64da\u5eab\uff0c\u5982 PostgreSQL\u3001MySQL \u548c MongoDB\u3002<\/p>\n<h3 id=\"%e7%89%b9%e9%bb%9e%ef%bc%9a-CVTMhCAgai\">\u7279\u9ede\uff1a<\/h3>\n<ul>\n<li>\u76f4\u89c0\u7684\u7528\u6236\u754c\u9762\uff0c\u7121\u9700\u7de8\u5beb SQL \u8a9e\u53e5\u3002<\/li>\n<li>\u652f\u6301\u81ea\u5b9a\u7fa9\u5100\u8868\u677f\u548c\u5831\u8868\u3002<\/li>\n<li>\u53ef\u8a2d\u7f6e\u5b9a\u671f\u5831\u544a\u7684\u81ea\u52d5\u767c\u9001\u3002<\/li>\n<\/ul>\n<h3 id=\"%e4%bd%bf%e7%94%a8%e7%a4%ba%e4%be%8b%ef%bc%9a-CVTMhCAgai\">\u4f7f\u7528\u793a\u4f8b\uff1a<\/h3>\n<pre><code>SELECT COUNT(*) AS total_users FROM users WHERE created_at &gt; '2023-01-01';<\/code><\/pre>\n<h2 id=\"3-apache-superset-CVTMhCAgai\">3. Apache Superset<\/h2>\n<p>Apache Superset \u662f\u4e00\u6b3e\u958b\u6e90\u7684\u6578\u64da\u53ef\u8996\u5316\u5e73\u53f0\uff0c\u9069\u5408\u9700\u8981\u9032\u884c\u9ad8\u7d1a\u6578\u64da\u5206\u6790\u7684\u7528\u6236\u3002\u5b83\u652f\u6301\u591a\u7a2e\u6578\u64da\u5eab\uff0c\u4e26\u63d0\u4f9b\u5f37\u5927\u7684\u53ef\u8996\u5316\u529f\u80fd\u3002\u7528\u6236\u53ef\u4ee5\u5275\u5efa\u8907\u96dc\u7684\u5100\u8868\u677f\uff0c\u4e26\u9032\u884c\u6df1\u5165\u7684\u6578\u64da\u63a2\u7d22\u3002<\/p>\n<h3 id=\"%e7%89%b9%e9%bb%9e%ef%bc%9a-CVTMhCAgai\">\u7279\u9ede\uff1a<\/h3>\n<ul>\n<li>\u652f\u6301 SQL \u67e5\u8a62\u548c\u53ef\u8996\u5316\u8a2d\u8a08\u3002<\/li>\n<li>\u63d0\u4f9b\u591a\u7a2e\u5716\u8868\u985e\u578b\u548c\u81ea\u5b9a\u7fa9\u9078\u9805\u3002<\/li>\n<li>\u652f\u6301\u7528\u6236\u6b0a\u9650\u7ba1\u7406\uff0c\u9069\u5408\u5718\u968a\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<h3 id=\"%e4%bd%bf%e7%94%a8%e7%a4%ba%e4%be%8b%ef%bc%9a-CVTMhCAgai\">\u4f7f\u7528\u793a\u4f8b\uff1a<\/h3>\n<pre><code>SELECT product_name, SUM(sales) AS total_sales FROM sales GROUP BY product_name;<\/code><\/pre>\n<h2 id=\"4-redash-CVTMhCAgai\">4. Redash<\/h2>\n<p>Redash \u662f\u4e00\u6b3e\u958b\u6e90\u7684\u6578\u64da\u53ef\u8996\u5316\u548c\u5100\u8868\u677f\u5de5\u5177\uff0c\u65e8\u5728\u5e6b\u52a9\u7528\u6236\u8f15\u9b06\u5730\u67e5\u8a62\u6578\u64da\u4e26\u751f\u6210\u5831\u8868\u3002\u5b83\u652f\u6301\u591a\u7a2e\u6578\u64da\u6e90\uff0c\u4e26\u63d0\u4f9b\u7c21\u55ae\u7684\u67e5\u8a62\u7de8\u8f2f\u5668\uff0c\u9069\u5408\u5404\u7a2e\u6280\u8853\u6c34\u5e73\u7684\u7528\u6236\u3002<\/p>\n<h3 id=\"%e7%89%b9%e9%bb%9e%ef%bc%9a-CVTMhCAgai\">\u7279\u9ede\uff1a<\/h3>\n<ul>\n<li>\u652f\u6301\u591a\u7a2e\u6578\u64da\u5eab\u548c API \u6578\u64da\u6e90\u3002<\/li>\n<li>\u63d0\u4f9b\u7c21\u55ae\u7684\u67e5\u8a62\u7de8\u8f2f\u5668\u548c\u53ef\u8996\u5316\u5de5\u5177\u3002<\/li>\n<li>\u652f\u6301\u5831\u8868\u7684\u5206\u4eab\u548c\u5d4c\u5165\u3002<\/li>\n<\/ul>\n<h3 id=\"%e4%bd%bf%e7%94%a8%e7%a4%ba%e4%be%8b%ef%bc%9a-CVTMhCAgai\">\u4f7f\u7528\u793a\u4f8b\uff1a<\/h3>\n<pre><code>SELECT user_id, COUNT(*) AS login_count FROM logins GROUP BY user_id;<\/code><\/pre>\n<h2 id=\"%e7%b8%bd%e7%b5%90-CVTMhCAgai\">\u7e3d\u7d50<\/h2>\n<p>\u514d\u8cbb\u7684\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\u70ba\u4f01\u696d\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u6578\u64da\u5206\u6790\u80fd\u529b\uff0c\u7121\u8ad6\u662f\u5c0f\u578b\u4f01\u696d\u9084\u662f\u5927\u578b\u4f01\u696d\uff0c\u90fd\u80fd\u5f9e\u4e2d\u53d7\u76ca\u3002\u9019\u4e9b\u5de5\u5177\u4e0d\u50c5\u80fd\u5920\u7c21\u5316\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u9084\u80fd\u63d0\u9ad8\u5831\u8868\u7684\u53ef\u8996\u5316\u6548\u679c\uff0c\u5e6b\u52a9\u4f01\u696d\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002\u5c0d\u65bc\u9700\u8981\u7a69\u5b9a\u548c\u9ad8\u6548\u7684\u6578\u64da\u8655\u7406\u74b0\u5883\u7684\u7528\u6236\uff0c\u9078\u64c7\u5408\u9069\u7684 <a href=\"https:\/\/server.hk\">VPS<\/a> \u6216 <a href=\"https:\/\/server.hk\">\u9999\u6e2f\u4f3a\u670d\u5668<\/a> \u65b9\u6848\u4e5f\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u7121\u8ad6\u662f\u4f7f\u7528 Google Data Studio\u3001Metabase\u3001Apache Superset \u9084\u662f Redash\uff0c\u9019\u4e9b\u5de5\u5177\u90fd\u80fd\u5e6b\u52a9\u7528\u6236\u8f15\u9b06\u641e\u5b9a\u6578\u64da\u5206\u6790\uff0c\u63d0\u5347\u696d\u52d9\u6548\u7387\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u514d\u8cbb\u6578\u64da\u5eab\u5831\u8868\u5de5\u5177\uff0c\u8f15\u9b06\u9032\u884c\u6578\u64da\u5206\u6790\uff0c\u5feb\u901f\u751f\u6210\u5831\u8868\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\uff0c\u52a9\u60a8\u8f15\u9b06\u638c\u63e1\u6578\u64da\u6d1e\u5bdf\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-168949","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=168949"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168949\/revisions"}],"predecessor-version":[{"id":168950,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168949\/revisions\/168950"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=168949"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=168949"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=168949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}