{"id":3098,"date":"2025-12-03T17:45:18","date_gmt":"2025-12-03T08:45:18","guid":{"rendered":"https:\/\/www.agile-software.site\/?p=3098"},"modified":"2025-12-08T14:46:33","modified_gmt":"2025-12-08T05:46:33","slug":"%e3%82%bb%e3%83%9e%e3%83%b3%e3%83%86%e3%82%a3%e3%83%83%e3%82%af%e3%83%ac%e3%82%a4%e3%83%a4%e3%83%bc%ef%bc%88%e6%84%8f%e5%91%b3%e7%9a%84%e3%83%ac%e3%82%a4%e3%83%a4%e3%83%bc%ef%bc%89%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/agile-software.net\/?p=3098","title":{"rendered":"\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3068\u306f"},"content":{"rendered":"\n<p>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30c7\u30fc\u30bf\u5229\u7528\u8005\u306e\u9593\u306b\u5165\u308a\u3001\u4e21\u8005\u9593\u306e\u3084\u308a\u3068\u308a\u3092\u5186\u6ed1\u306b\u3059\u308b\u5b58\u5728\u3067\u3059\u3002<br>\u901a\u5e38\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3042\u308b\u30c7\u30fc\u30bf\u306e\u5229\u7528\u306b\u306f\u3001\u5229\u7528\u8005\u304c\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u6b63\u78ba\u306bSQL\u3092\u66f8\u3044\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u306e\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u3060\u3051\u3067\u306f\u306a\u3044\u4eca\u306e\u6642\u4ee3\u3001\u305d\u308c\u3089\u306e\u30b9\u30ad\u30eb\u3092\u5168\u3066\u306e\u30c7\u30fc\u30bf\u5229\u7528\u8005\u306b\u6c42\u3081\u308b\u306e\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3093\u306a\u8ab2\u984c\u3092\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u89e3\u6c7a\u3057\u307e\u3059\u3002\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u5229\u7528\u8005\u306f\u300c\u58f2\u4e0a\u300d\u300c\u6ce8\u6587\u65e5\u300d\u306a\u3069\u306e\u6163\u308c\u89aa\u3057\u3093\u3060\u793e\u5185\u7528\u8a9e\u3092\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30fb\u30e1\u30b8\u30e3\u30fc\uff08\u8aac\u660e\u306f\u5f8c\u8ff0\uff09\u306a\u3069\u306b\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304c\u3001\u6307\u5b9a\u3055\u308c\u305f\u6761\u4ef6\u3092\u3082\u3068\u306bSQL\u3092\u767a\u884c\u3057\u3066\u304f\u308c\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3<\/strong><br>\u65e5\u4ed8\u3084\u9867\u5ba2\u540d\u306a\u3069\u306e\u3001\u30c7\u30fc\u30bf\u96c6\u8a08\u7d50\u679c\u306e\u5c5e\u6027\u3068\u306a\u308b\u3082\u306e\u3002SQL\u3067\u306fGROUP BY\u306b\u5229\u7528\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30e1\u30b8\u30e3\u30fc<\/strong><br>\u58f2\u4e0a\u3084\u5229\u76ca\u306a\u3069\u306e\u30c7\u30fc\u30bf\u96c6\u8a08\u7d50\u679c\u306b\u8868\u793a\u3055\u308c\u308b\u96c6\u8a08\u3055\u308c\u305f\u6570\u5024\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"553\" src=\"https:\/\/www.agile-software.site\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723-1024x553.png\" alt=\"\" class=\"wp-image-3147\" srcset=\"https:\/\/agile-software.net\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723-1024x553.png 1024w, https:\/\/agile-software.net\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723-300x162.png 300w, https:\/\/agile-software.net\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723-768x415.png 768w, https:\/\/agile-software.net\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723.png 1400w, https:\/\/www.agile-software.site\/wp-content\/uploads\/2025\/12\/88db3d3c09d9-20230723-1024x553.png 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">&#x1f539; \u5f79\u5272\uff1a\u6307\u6a19\u306e\u300c\u7d71\u4e00\u300d<\/h4>\n\n\n\n<p>SL\u306e\u6700\u3082\u91cd\u8981\u306a\u5f79\u5272\u306f\u3001<strong>\u30d3\u30b8\u30cd\u30b9\u3067\u4f7f\u7528\u3055\u308c\u308b\u6307\u6a19\uff08\u30e1\u30c8\u30ea\u30af\u30b9\uff09\u3084\u30ed\u30b8\u30c3\u30af\u306e\u5b9a\u7fa9\u3092\u4e00\u5143\u5316<\/strong>\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7d71\u4e00\u3055\u308c\u305f\u30e1\u30c8\u30ea\u30af\u30b9:<\/strong> \u300c\u58f2\u4e0a\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u3001\u90e8\u7f72\u306b\u3088\u3063\u3066\u300c\u7c97\u5229\u58f2\u4e0a\u300d\u3060\u3063\u305f\u308a\u300c\u7d14\u58f2\u4e0a\u300d\u3060\u3063\u305f\u308a\u3059\u308b\u6df7\u4e71\u3092\u9632\u304e\u3001\u300c\u7d14\u58f2\u4e0a = \u7dcf\u58f2\u4e0a &#8211; \u8fd4\u54c1\u984d &#8211; \u5272\u5f15\u984d\u300d\u306e\u3088\u3046\u306b\u3001\u305d\u306e\u8a08\u7b97\u30ed\u30b8\u30c3\u30af\u3092SL\u5185\u3067\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5358\u4e00\u306e\u771f\u5b9f\uff08Single Source of Truth\uff09:<\/strong> \u3069\u306eBI\u30c4\u30fc\u30eb\uff08Tableau\u3001Power BI\u3001Looker\u306a\u3069\uff09\u3092\u4f7f\u7528\u3057\u3066\u3082\u3001\u540c\u3058\u6307\u6a19\u306b\u5bfe\u3057\u3066\u306f\u5fc5\u305a\u540c\u3058\u5b9a\u7fa9\u3068\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u96a0\u853d:<\/strong> \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u8907\u96d1\u306a\u30c6\u30fc\u30d6\u30eb\u7d50\u5408\u3084SQL\u3092\u77e5\u3089\u306a\u304f\u3066\u3082\u3001\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\uff08\u4f8b\uff1a\u300c\u9867\u5ba2\u5358\u4fa1\u300d\u300c\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u300d\uff09\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>&#x1f4a1; \u4f8b\u3048:<\/strong> \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u300cGPS\u30ca\u30d3\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u6e0b\u8c37\u99c5\u306b\u884c\u304d\u305f\u3044\u300d\u3068\u6307\u793a\u3059\u308b\u3068\uff08\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\uff09\u3001SL\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u300c\u7def\u5ea635.6585, \u7d4c\u5ea6139.7016\u306e\u5730\u70b9\u3092\u691c\u7d22\u300d\u3068\u3044\u3046\u6700\u9069\u5316\u3055\u308c\u305fSQL\u306b\u7ffb\u8a33\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u4e21\u8005\u306e\u95a2\u4fc2\u3068\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u6d3b\u7528<\/h3>\n\n\n\n<p>\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30b9\u30bf\u30c3\u30af\u306b\u304a\u3044\u3066\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306fOLAP\u306e\u6982\u5ff5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e<strong>\u624b\u6bb5<\/strong>\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&#x1f539; 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id=\"%E3%82%BB%E3%83%9E%E3%83%B3%E3%83%86%E3%82%A3%E3%83%83%E3%82%AF%E3%83%AC%E3%82%A4%E3%83%A4%E3%83%BC%E3%81%AF%E3%81%A9%E3%81%AE%E3%82%88%E3%81%86%E3%81%ABsql%E3%82%92%E4%BD%9C%E3%82%8B%E3%81%AE%E3%81%8B\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u3069\u306e\u3088\u3046\u306bSQL\u3092\u4f5c\u308b\u306e\u304b<\/h3>\n\n\n\n<p>\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u4f55\u6545SQL\u304c\u751f\u6210\u3055\u308c\u308b\u306e\u304b\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304c\u4fdd\u6301\u3059\u308b\u60c5\u5831\u3092\u8003\u3048\u308b\u3068\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u4e00\u822c\u7684\u306b\u3001\u4e8b\u524d\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u60c5\u5831\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u69cb\u7bc9\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c6\u30fc\u30d6\u30eb\u306b\u95a2\u3059\u308b\u57fa\u672c\u60c5\u5831<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u63a5\u7d9a\u306b\u5fc5\u8981\u306a\u60c5\u5831\uff08\u30db\u30b9\u30c8\u540d\u3084\u63a5\u7d9a\u65b9\u6cd5\u306a\u3069\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e0a\u306e\u30c6\u30fc\u30d6\u30eb\u540d\u30fb\u30ab\u30e9\u30e0\u540d<\/strong><\/li>\n\n\n\n<li><strong>\u30c6\u30fc\u30d6\u30eb\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5404\u30d3\u30b8\u30cd\u30b9\u7528\u8a9e\uff08\u58f2\u4e0a\u30fb\u65e5\u4ed8\u306a\u3069\uff09\u306b\u5bfe\u3059\u308b\u4ee5\u4e0b\u306e\u60c5\u5831<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u30c6\u30fc\u30d6\u30eb\u4e0a\u306e\u30ab\u30e9\u30e0\u3068\u306e\u5bfe\u5fdc\u95a2\u4fc2\u3084\u8a08\u7b97\u306e\u5b9a\u7fa9<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30fb\u30e1\u30b8\u30e3\u30fc\u306e\u5206\u985e<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304c\u69cb\u7bc9\u3055\u308c\u305f\u5f8c\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5229\u7528\u8005\u306f\u3001\u4e3b\u306b\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30fb\u30e1\u30b8\u30e3\u30fc\u30fb\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\uff13\u3064\u306e\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u4efb\u610f\u306e\u6761\u4ef6\u3067\u306e\u30c7\u30fc\u30bf\u96c6\u8a08\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6761\u4ef6\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1a\u6ce8\u6587\u65e5<\/li>\n\n\n\n<li>\u30e1\u30b8\u30e3\u30fc\uff1a\u58f2\u4e0a\u3001\u8cfc\u8cb7\u9867\u5ba2\u6570<\/li>\n\n\n\n<li>\u30d5\u30a3\u30eb\u30bf\u30fc\uff1a2023\u5e74\u306e\u307f<\/li>\n<\/ul>\n\n\n\n<p>\u3059\u308b\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aSQL\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u767a\u884c\u3057\u3001\u7d50\u679c\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>SELECT \n  order_date AS &quot;\u6ce8\u6587\u65e5&quot;,\n  SUM(sales) AS &quot;\u58f2\u4e0a&quot;,\n  COUNT(DISTINCT customer_id) AS &quot;\u8cfc\u8cb7\u9867\u5ba2\u6570&quot;\nFROM orders\nWHERE YEAR(order_date) = 2023\nGROUP BY order_date<\/code><\/pre><\/div>\n\n\n\n<p>\u4e0a\u8a18\u306eSQL\u306e\u7d50\u679c\u3001\u30c7\u30fc\u30bf\u306e\u5229\u7528\u8005\u306e\u5143\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u6e21\u308a\u3001\u53ef\u8996\u5316\u3084\u5206\u6790\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u65e5\u4ed8<\/strong><\/td><td><strong>\u58f2\u4e0a<\/strong><\/td><td><strong>\u8cfc\u8cb7\u9867\u5ba2\u6570<\/strong><\/td><\/tr><tr><td>2023-01-01<\/td><td>123123<\/td><td>123<\/td><\/tr><tr><td>2023-01-02<\/td><td>234234<\/td><td>234<\/td><\/tr><tr><td>2023-01-03<\/td><td>345345<\/td><td>345<\/td><\/tr><tr><td>&#8230;<\/td><td>&#8230;<\/td><td>&#8230;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30c7\u30fc\u30bf\u5229\u7528\u8005\u304c\u8ab0\u3067\u3082\u30c7\u30fc\u30bf\u96c6\u8a08\u30fb\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3078\u306e\u89e3\u91c8\u306e\u5dee\u5206\u306b\u3088\u308a\u3001<strong>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u3063\u3066\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u6570\u5024\u304c\u7570\u306a\u308b\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u767a\u751f\u3059\u308b<\/strong>\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u3068\u3042\u308b\u90e8\u7f72\u304c\u898b\u3066\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u306f\u3001\u300c\u58f2\u4e0a\u300d\u306b\u8fd4\u54c1\u984d\u304c\u53cd\u6620\u3055\u308c\u308b\u306e\u306b\u3001\u4ed6\u306e\u90e8\u7f72\u306e\u4eba\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u53cd\u6620\u3055\u308c\u306a\u3044\u3068\u3044\u3063\u305f\u8ab2\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u308b\u7d44\u7e54\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u53c2\u7167\u3059\u308b\u306e\u306fBI\u30c4\u30fc\u30eb\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001Jupyer Notebook\u3092\u4f7f\u3063\u3066\u5206\u6790\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3057\u3001\u793e\u5185\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u57cb\u3081\u8fbc\u307f\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304b\u3089\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u8868\u793a\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u3082\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u5ea6\u306b\u3001\u30ed\u30b8\u30c3\u30af\u306e\u5b9a\u7fa9\u3084\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306e\u69cb\u7bc9\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u306f\u3001<strong>\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u5b9a\u7fa9\u306e\u5206\u6563<\/strong>\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u308c\u3067\u306f\u3001\u7d44\u7e54\u5185\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u9032\u3081\u3070\u9032\u3080\u307b\u3069\u3001\u5b9a\u7fa9\u304c\u5206\u6563\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u767a\u751f\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u66f4\u306b\u3001\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u306b\u5909\u66f4\u304c\u8d70\u3063\u305f\u969b\u306b\u3082\u3001\u65b0\u3057\u3044\u5b9a\u7fa9\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u30ec\u30dd\u30fc\u30c8\u3068\u3001\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u304c\u51fa\u3066\u304f\u308b\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u30fb\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u304c\u5229\u7528\u3055\u308c\u308b\u69d8\u3005\u306a\u30b5\u30fc\u30d3\u30b9\uff08\u5404\u7a2eBI\u30c4\u30fc\u30eb\u3001Notebook\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\uff09\u304b\u3089API\u3092\u7d4c\u7531\u3057\u3066\u63a5\u7d9a\u3057\u3001\u7d71\u5408\u7ba1\u7406\u3055\u308c\u305f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u3042\u308b\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u30fb\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u306b<strong>Cube<\/strong><\/p>\n\n\n\n<p>Cube\u3067\u306f\u3001\u753b\u50cf\u53f3\u5074\u306b\u3042\u308b\u3088\u3046\u306a\u591a\u7a2e\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08BI\u30c4\u30fc\u30eb\u3001\u57cb\u3081\u8fbc\u307f\u5206\u6790\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3084\u305d\u306e\u4ed6App\uff09\u304b\u3089\u63a5\u7d9a\u53ef\u80fd\u306a\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\uff08\u753b\u50cf\u4e2d\u592e\uff09\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u63a5\u7d9a\u5148\u3068\u3057\u3066\u3082Snowflake\u3084BigQuery\u306a\u3069\u306e\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u306e\u63a5\u7d9a\u3092\u30b5\u30dd\u30fc\u30c8\uff08\u753b\u9762\u5de6\u5074\uff09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001<strong>\u5404\u30c7\u30fc\u30bf\u5229\u7528\u8005\u304c\u4f7f\u3044\u6163\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u5229\u7528\u3057\u305f\u307e\u307e\u3001\u8868\u793a\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u306b\u5bfe\u3057\u3066\u4fe1\u983c\u6027\u3092\u4e0e\u3048\u308b\u4ed5\u7d44\u307f<\/strong>\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u66f4\u306b\u3001Cube\u306f\u30ed\u30b8\u30c3\u30af\u306e\u7ba1\u7406\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u9ad8\u901f\u5316\u3055\u305b\u308b\u3053\u3068\u3084\u3001SQL\/REST\/GraphQL\u306a\u3069\u306e\u5e45\u5e83\u3044API\u3078\u306e\u5bfe\u5fdc\u3082\u542b\u3081\u3066\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5f93\u6765\u578bBI\u306b\u3042\u3063\u305f\u30ed\u30b8\u30c3\u30af\u7ba1\u7406\u306e\u30b9\u30b3\u30fc\u30d7\u306e\u72ed\u3055\u3092\u89e3\u6d88\u3057\u3064\u3064\u3001\u4ed6\u306b\u3082\u30c7\u30fc\u30bf\u6d3b\u7528\u8005\u306b\u3068\u3063\u3066\u4fbf\u5229\u306a\u69d8\u3005\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306f<strong>Headless BI<\/strong>\u3068\u3082\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"headless-bi%E3%82%92%E5%B0%8E%E5%85%A5%E3%81%99%E3%82%8B%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\">Headless BI\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h1>\n\n\n\n<p>Headless BI\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u3001\u7d44\u7e54\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u308b\u3053\u3068\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u3078\u306e\u4fe1\u983c\u6027\u306e\u5411\u4e0a<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3001DW\u30b3\u30b9\u30c8\u306e\u7bc0\u7d04<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u6c11\u4e3b\u5316\u306e\u52a0\u901f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%B8%E3%81%AE%E4%BF%A1%E9%A0%BC%E6%80%A7%E3%81%AE%E5%90%91%E4%B8%8A\"><a href=\"https:\/\/zenn.dev\/churadata\/articles\/e779a733c5fb35#%E3%83%87%E3%83%BC%E3%82%BF%E3%81%B8%E3%81%AE%E4%BF%A1%E9%A0%BC%E6%80%A7%E3%81%AE%E5%90%91%E4%B8%8A\"><\/a><strong>\u30c7\u30fc\u30bf\u3078\u306e\u4fe1\u983c\u6027\u306e\u5411\u4e0a<\/strong><\/h3>\n\n\n\n<p>\u307e\u305a\u6700\u521d\u306b\u6319\u3052\u3089\u308c\u308b\u306e\u304c\u3001<strong>\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u7d71\u5408\u7ba1\u7406\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u306e\u5411\u4e0a<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30b8\u30c3\u30af\u306e\u5b9a\u7fa9\u3092Headless 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