{"id":10726,"date":"2024-01-25T16:52:57","date_gmt":"2024-01-25T07:52:57","guid":{"rendered":"https:\/\/service.grannet.co.jp\/blog\/?p=10726"},"modified":"2024-01-25T16:52:57","modified_gmt":"2024-01-25T07:52:57","slug":"ga4-bigquery","status":"publish","type":"post","link":"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/","title":{"rendered":"Google\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u306f\uff1f\u5b9f\u73fe\u3067\u304d\u308b\u3053\u3068\u3084\u78ba\u8a8d\u65b9\u6cd5\u3082\u89e3\u8aac"},"content":{"rendered":"<div class=\"column_wrap\"> <div class=\"txtbox\"> <p>\u4e16\u754c\u6700\u5927\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u77e5\u3089\u308c\u308bGoogle\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u4ee5\u5916\u306b\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u3046\u3061\u306e1\u3064\u304c\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3092\u52a9\u3051\u308b\u305f\u3081\u306e\u30b5\u30fc\u30d3\u30b9\u300cBigQuery\uff08\u30d3\u30c3\u30b0\u30af\u30a8\u30ea\uff09\u300d\u3067\u3059\u3002BigQuery\u306f\u3001GA4\uff08Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 4\uff09\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5e45\u3092\u3055\u3089\u306b\u5e83\u3052\u3089\u308c\u307e\u3059\u3002<\/p> <p>\u5f53\u8a18\u4e8b\u3067\u306f\u3001BigQuery\u306e\u6982\u8981\u3084\u7279\u5fb4\u30fb\u6599\u91d1\u3001GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u9023\u643a\u524d\u306e\u78ba\u8a8d\u30dd\u30a4\u30f3\u30c8\u3084\u9023\u643a\u65b9\u6cd5\u3001\u6ce8\u610f\u70b9\u3082\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u308b\u305f\u3081\u3001BigQuery\u306e\u9023\u643a\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306f\u5fc5\u8aad\u3067\u3059\u3002<\/p> <\/div> <!-- \u76ee\u6b21 --> <div id=\"ez-toc-container\" class=\"ez-toc-v2_0_46 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69deb686ee8f6\" aria-label=\"Table of 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ez-toc-heading-3\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#1-2BigQuery%E3%81%AE%E5%88%A9%E7%94%A8%E6%96%99%E9%87%91\" title=\"1-2.BigQuery\u306e\u5229\u7528\u6599\u91d1\">1-2.BigQuery\u306e\u5229\u7528\u6599\u91d1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#2GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E3%81%A7%E3%81%A7%E3%81%8D%E3%82%8B%E3%81%93%E3%81%A8\" title=\"2.GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068\">2.GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#2-1GA4%E3%81%AEraw%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E5%88%86%E6%9E%90%E3%81%A7%E3%81%8D%E3%82%8B\" title=\"2-1.GA4\u306eraw\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\">2-1.GA4\u306eraw\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#2-2GA4%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E3%83%93%E3%82%B8%E3%83%A5%E3%82%A2%E3%83%A9%E3%82%A4%E3%82%BA%E3%81%A7%E3%81%8D%E3%82%8B\" title=\"2-2.GA4\u306e\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u3067\u304d\u308b\">2-2.GA4\u306e\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u3067\u304d\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" 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title=\"2-4.GA4\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3067\u304d\u308b\">2-4.GA4\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3067\u304d\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#3GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E5%89%8D%E3%81%AB%E7%A2%BA%E8%AA%8D%E3%81%99%E3%81%B9%E3%81%8D%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\" title=\"3.GA4\u3068BigQuery\u306e\u9023\u643a\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\">3.GA4\u3068BigQuery\u306e\u9023\u643a\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#3-1BigQuery%E3%81%AE%E8%B2%BB%E7%94%A8%E5%AF%BE%E5%8A%B9%E6%9E%9C%E3%81%8C%E8%A6%8B%E8%BE%BC%E3%82%81%E3%82%8B%E3%81%8B\" title=\"3-1.BigQuery\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b\">3-1.BigQuery\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#3-2SQL%E3%82%92%E6%89%B1%E3%81%88%E3%82%8B%E4%BA%BA%E6%9D%90%E3%81%8C%E7%A4%BE%E5%86%85%E3%81%AB%E3%81%84%E3%82%8B%E3%81%8B\" title=\"3-2.SQL\u3092\u6271\u3048\u308b\u4eba\u6750\u304c\u793e\u5185\u306b\u3044\u308b\u304b\">3-2.SQL\u3092\u6271\u3048\u308b\u4eba\u6750\u304c\u793e\u5185\u306b\u3044\u308b\u304b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#3-3%E7%A4%BE%E5%86%85%E3%81%A7%E8%A4%87%E6%95%B0%E3%81%AE%E3%83%84%E3%83%BC%E3%83%AB%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%A6%E3%81%84%E3%82%8B%E3%81%8B\" title=\"3-3.\u793e\u5185\u3067\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u304b\">3-3.\u793e\u5185\u3067\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u304b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#4GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E6%96%B9%E6%B3%95\" title=\"4.GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\">4.GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#4-1%E3%80%90STEP1%E3%80%91Google_Cloud_%E3%83%97%E3%83%AD%E3%83%80%E3%82%AF%E3%83%88%E3%81%AB%E7%99%BB%E9%8C%B2%E3%81%99%E3%82%8B\" title=\"4-1.\u3010STEP1\u3011Google Cloud \u30d7\u30ed\u30c0\u30af\u30c8\u306b\u767b\u9332\u3059\u308b\">4-1.\u3010STEP1\u3011Google Cloud \u30d7\u30ed\u30c0\u30af\u30c8\u306b\u767b\u9332\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#4-2%E3%80%90STEP2%E3%80%91BigQuery%E3%81%A7%E3%83%97%E3%83%AD%E3%82%B8%E3%82%A7%E3%82%AF%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B\" title=\"4-2.\u3010STEP2\u3011BigQuery\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b\">4-2.\u3010STEP2\u3011BigQuery\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#4-3%E3%80%90STEP3%E3%80%91BigQuery_API%E3%82%92%E6%9C%89%E5%8A%B9%E5%8C%96%E3%81%99%E3%82%8B\" title=\"4-3.\u3010STEP3\u3011BigQuery API\u3092\u6709\u52b9\u5316\u3059\u308b\">4-3.\u3010STEP3\u3011BigQuery API\u3092\u6709\u52b9\u5316\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#4-4%E3%80%90STEP4%E3%80%91GA4%E3%82%92BigQuery%E3%81%AE%E3%83%97%E3%83%AD%E3%82%B8%E3%82%A7%E3%82%AF%E3%83%88%E3%81%AB%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8B\" title=\"4-4.\u3010STEP4\u3011GA4\u3092BigQuery\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9023\u643a\u3059\u308b\">4-4.\u3010STEP4\u3011GA4\u3092BigQuery\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9023\u643a\u3059\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#5BigQuery%E3%81%AB%E9%80%A3%E6%90%BA%E3%81%97%E3%81%9FGA4%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E7%A2%BA%E8%AA%8D%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\" title=\"5.BigQuery\u306b\u9023\u643a\u3057\u305fGA4\u306e\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5\">5.BigQuery\u306b\u9023\u643a\u3057\u305fGA4\u306e\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#6GA4%E3%81%A8BigQuery%E3%82%92%E9%80%A3%E6%90%BA%E3%81%97%E3%81%A6%E4%BD%BF%E7%94%A8%E3%81%99%E3%82%8B%E9%9A%9B%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9\" title=\"6.GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9\">6.GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#6-1%E3%82%A8%E3%82%AF%E3%82%B9%E3%83%9D%E3%83%BC%E3%83%88%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E6%95%B0%E3%81%AB%E4%B8%8A%E9%99%90%E3%81%8C%E3%81%82%E3%82%8B\" title=\"6-1.\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u6570\u306b\u4e0a\u9650\u304c\u3042\u308b\">6-1.\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u6570\u306b\u4e0a\u9650\u304c\u3042\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#6-2%E3%83%87%E3%83%BC%E3%82%BF%E3%83%AD%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AF%E5%BE%8C%E3%81%8B%E3%82%89%E5%A4%89%E6%9B%B4%E3%81%8C%E3%81%A7%E3%81%8D%E3%81%AA%E3%81%84\" title=\"6-2.\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u5f8c\u304b\u3089\u5909\u66f4\u304c\u3067\u304d\u306a\u3044\">6-2.\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u5f8c\u304b\u3089\u5909\u66f4\u304c\u3067\u304d\u306a\u3044<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#6-3SQL%E3%81%AE%E7%9F%A5%E8%AD%98%E3%81%8C%E5%BF%85%E8%A6%81%E3%81%AB%E3%81%AA%E3%82%8B\" title=\"6-3.SQL\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\">6-3.SQL\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/grannet.co.jp\/column\/ga4-bigquery\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n <!-- 1 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"1Google%E3%81%AEBigQuery%EF%BC%88%E3%83%93%E3%83%83%E3%82%B0%E3%82%AF%E3%82%A8%E3%83%AA%EF%BC%89%E3%81%A8%E3%81%AF%EF%BC%9F\"><\/span>1.Google\u306eBigQuery\uff08\u30d3\u30c3\u30b0\u30af\u30a8\u30ea\uff09\u3068\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"banner\"><img decoding=\"async\" src=\"https:\/\/grannet.co.jp\/column\/wp-content\/uploads\/2024\/01\/img-ga4-bigquery1.jpg\" alt=\"Google\u306eBigQuery\uff08\u30d3\u30c3\u30b0\u30af\u30a8\u30ea\uff09\u3068\u306f\uff1f\"><\/div> <div class=\"txtbox\"> <p>BigQuery\uff08\u30d3\u30c3\u30b0\u30af\u30a8\u30ea\uff09\u3068\u306f\u3001<span class=\"txt_bold txt_red\">Google\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u300cGoogle Cloud\uff08\u65e7\uff1aGoogle Cloud Platform\uff08GCP\uff09\uff09\u300d\u304b\u3089\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u306e1\u3064<\/span>\u3067\u3059\u3002<\/p> <p>BigQuery\u306f\u3082\u3068\u3082\u3068\u3001\u5927\u898f\u6a21\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u300cDremel\uff08\u30c9\u30ec\u30e1\u30eb\uff09\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001Google\u306e\u793e\u5185\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306eDremel\u3092Google\u793e\u54e1\u4ee5\u5916\u306e\u8ab0\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u6539\u826f\u3057\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u306e\u304cBigQuery\u3067\u3059\u3002<\/p><p>2011\u5e7411\u6708\u306b\u30d7\u30ec\u30d3\u30e5\u30fc\u7248\u304c\u516c\u958b\u3055\u308c\u3001\u534a\u5e74\u5f8c\u306e2012\u5e745\u6708\u306b\u6b63\u5f0f\u7248\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u307e\u3057\u305f\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"1-1BigQuery%E3%81%AE%E7%89%B9%E5%BE%B4%E3%83%BB%E3%81%A7%E3%81%8D%E3%82%8B%E3%81%93%E3%81%A8\"><\/span>1-1.BigQuery\u306e\u7279\u5fb4\u30fb\u3067\u304d\u308b\u3053\u3068<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u300c\u30c7\u30fc\u30bf\u51e6\u7406\u901f\u5ea6\u306e\u901f\u3055\u300d\u3067\u3059\u3002<\/p> <p>BigQuery\u3067\u306f\u3001TB\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\uff09\u3084PB\uff08\u30da\u30bf\u30d0\u30a4\u30c8\uff09\u306a\u3069\u5927\u304d\u306a\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u5bb9\u91cf\u3067\u3082\u3001\u6570\u79d2\u304b\u3089\u6570\u5341\u79d2\u3068\u9ad8\u901f\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u3042\u3089\u3086\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u5927\u898f\u6a21\u306a\u30ed\u30b0\u60c5\u5831\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u30fb\u5206\u6790\u306a\u3069\u3001<span class=\"txt_bold txt_red\">\u9ad8\u3044\u51e6\u7406\u901f\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30fc\u30f3\u3067\u306f\u5927\u3044\u306b\u5f79\u7acb\u3064<\/span>\u3067\u3057\u3087\u3046\u3002<\/p> <p>\u307e\u305f\u3001BigQuery\u3067\u306f\u9ad8\u901f\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u3060\u3051\u3067\u306a\u304f\u3001API\u9023\u643a\u3084\u5404\u7a2eGoogle\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u3067\u3059\u3002\u67d4\u8edf\u306a\u4f7f\u3044\u65b9\u304c\u3067\u304d\u3001\u696d\u52d9\u52b9\u7387\u3082\u9ad8\u3081\u3089\u308c\u308b\u70b9\u306f\u5927\u304d\u306a\u9b45\u529b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p><p>\u3067\u304d\u308b\u3053\u3068\u304c\u591a\u3044\u5206\u300c\u5c02\u9580\u6027\u306e\u9ad8\u3044\u77e5\u8b58\u3092\u8981\u3059\u308b\u306e\u3067\u306f\u300d\u3068\u8003\u3048\u308b\u65b9\u3082\u591a\u3044\u3067\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u3001BigQuery\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3042\u308b\u305f\u3081\u3001<span class=\"txt_bold\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u4f5c\u696d\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u8a2d\u8a08\u304c\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/span>\u3057\u305f\u304c\u3063\u3066\u3001\u5c02\u9580\u77e5\u8b58\u3092\u6709\u3057\u3066\u3044\u306a\u3044\u65b9\u3067\u3082\u7c21\u5358\u306b\u6271\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"1-2BigQuery%E3%81%AE%E5%88%A9%E7%94%A8%E6%96%99%E9%87%91\"><\/span>1-2.BigQuery\u306e\u5229\u7528\u6599\u91d1<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u3092\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u4f7f\u7528\u91cf\u306b\u5fdc\u3058\u305f\u6599\u91d1\u3092\u6bce\u6708\u652f\u6255\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5229\u7528\u6599\u91d1\u306b\u306f\u300c\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u300d\u3068\u300c\u5206\u6790\u6599\u91d1\u300d\u306e2\u7a2e\u985e\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u3001\u4e00\u5b9a\u306e\u7121\u6599\u67a0\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p><p class=\"mb0\"><span class=\"txt_bold txt_size_big\">\u25cf\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1<\/span><\/p><p>BigQuery\u306b\u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5148\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u8cbb\u7528\u3067\u3059\u3002\u4fdd\u5b58\u671f\u9593\u306b\u3088\u3063\u3066\u300c\u30a2\u30af\u30c6\u30a3\u30d6\u30b9\u30c8\u30ec\u30fc\u30b8\u300d\u3068\u300c\u9577\u671f\u4fdd\u5b58\u300d\u306e2\u7a2e\u985e\u306b\u5206\u3051\u3089\u308c\u3001\u7a2e\u985e\u306b\u3088\u3063\u3066\u8cbb\u7528\u304c\u5909\u52d5\u3057\u307e\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100 mb0\"> <tr> <th class=\"width30\">\u7a2e\u985e<\/th> <th class=\"width30\">\u6982\u8981<\/th> <th class=\"width30\">\u6599\u91d1\uff08\u6771\u4eac\uff09<\/th> <\/tr> <tr> <th>\u30a2\u30af\u30c6\u30a3\u30d6\u30b9\u30c8\u30ec\u30fc\u30b8<\/th> <td><ul class=\"list_dot\"> <li>\u904e\u53bb90\u65e5\u9593\u3067\u5909\u66f4\u3055\u308c\u305f\u30c6\u30fc\u30d6\u30eb\u307e\u305f\u306f\u30c6\u30fc\u30d6\u30eb\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066\u304b\u304b\u308b\u8cbb\u7528<\/li> <\/ul> <\/td> <td>1GB\u3042\u305f\u308a$0.023<br>\u203b\u6bce\u670810GB\u307e\u3067\u7121\u6599<\/td> <\/tr> <tr> <th>\u9577\u671f\u4fdd\u5b58<\/th> <td> <ul class=\"list_dot\"> <li class=\"mb1em\">90\u65e5\u9593\u9023\u7d9a\u3057\u3066\u5909\u66f4\u3055\u308c\u3066\u3044\u306a\u3044\u30c6\u30fc\u30d6\u30eb\u307e\u305f\u306f\u30c6\u30fc\u30d6\u30eb\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066\u304b\u304b\u308b\u8cbb\u7528<\/li> <li>\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u306f\u81ea\u52d5\u7684\u306b\u7d0450\uff05\u5272\u5f15<\/li> <\/ul> <\/td> <td>1GB\u3042\u305f\u308a$0.016<br>\u203b\u6bce\u670810GB\u307e\u3067\u7121\u6599<\/td> <\/tr> <\/table> <\/div><p class=\"text_right mb0\"><small>\u51fa\u5178\uff1a<cite><a href=\"https:\/\/cloud.google.com\/bigquery\/pricing?hl=ja\" rel=\"nofollow noopener\" target=\"_blank\">Google Cloud\u300cBigQuery \u306e\u6599\u91d1\u300d<\/a><\/cite><\/small><\/p> <p class=\"mb0\"><span class=\"txt_bold txt_size_big\">\u25cf\u5206\u6790\u6599\u91d1<\/span><\/p><p>\u30af\u30a8\u30ea\u306e\u51e6\u7406\u306b\u304b\u304b\u308b\u8cbb\u7528\u3067\u3059\u3002\u300c\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6599\u91d1\u300d\u3068\u300c\u5b9a\u984d\u6599\u91d1\u300d\u306e2\u7a2e\u985e\u306b\u5206\u3051\u3089\u308c\u3066\u304a\u308a\u3001\u7a2e\u985e\u306b\u3088\u3063\u3066\u8cbb\u7528\u304c\u5909\u52d5\u3057\u307e\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100 mb0\"> <tr> <th class=\"width30\">\u7a2e\u985e<\/th> <th class=\"width30\">\u6982\u8981<\/th> <th class=\"width30\">\u6708\u984d\uff08\u6771\u4eac\uff09<\/th> <\/tr> <tr> <th>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6599\u91d1<\/th> <td><ul class=\"list_dot\"> <li>\u5404\u30af\u30a8\u30ea\u306e\u51e6\u7406\u30d0\u30a4\u30c8\u6570\u306b\u3082\u3068\u3065\u3044\u3066\u8ab2\u91d1<\/li> <\/ul> <\/td> <td>1TB\u3042\u305f\u308a$6.00<br>\u203b\u6bce\u67081TB\u307e\u3067\u7121\u6599<\/td> <\/tr> <tr> <th>\u5b9a\u984d\u6599\u91d1<\/th> <td> <ul class=\"list_dot\"> <li>\u8cfc\u5165\u3057\u305f\u5c02\u7528\u306e\u30af\u30a8\u30ea\u51e6\u7406\u5bb9\u91cf\uff08\u30b9\u30ed\u30c3\u30c8\uff09\u306b\u5bfe\u3057\u3066\u304b\u304b\u308b\u56fa\u5b9a\u8cbb\u7528<\/li> <\/ul> <\/td> <td>$2,400<br>\uff08\u6708\u6b21\u5951\u7d04\uff09<\/td> <\/tr> <\/table> <\/div><p class=\"text_right mb0\"><small>\u51fa\u5178\uff1a<cite><a href=\"https:\/\/cloud.google.com\/bigquery\/pricing?hl=ja\" rel=\"nofollow noopener\" target=\"_blank\">Google Cloud\u300cBigQuery \u306e\u6599\u91d1\u300d<\/a><\/cite><\/small><\/p> <\/div> <!-- 2 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"2GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E3%81%A7%E3%81%A7%E3%81%8D%E3%82%8B%E3%81%93%E3%81%A8\"><\/span>2.GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"banner\"><img decoding=\"async\" src=\"https:\/\/grannet.co.jp\/column\/wp-content\/uploads\/2024\/01\/img-ga4-bigquery2.jpg\" alt=\"GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068\"><\/div> <div class=\"txtbox\"> <p>Google\u306e\u5404\u7a2e\u30b5\u30fc\u30d3\u30b9\u3068\u9023\u643a\u3067\u304d\u308bBigQuery\u306f\u3001GA4\u3068\u306e\u9023\u643a\u3082\u5f53\u7136\u53ef\u80fd\u3067\u3059\u3002BigQuery\u3068GA4\u3092\u9023\u643a\u3055\u305b\u3066\u5404\u30c4\u30fc\u30eb\u306e\u5f37\u307f\u3092\u751f\u304b\u3059\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5e45\u304c\u3055\u3089\u306b\u5e83\u304c\u308a\u307e\u3059\u3002<\/p> <p>\u3053\u3053\u304b\u3089\u306f\u3001GA4\u3068BigQuery\u306e\u9023\u643a\u3067\u3067\u304d\u308b\u3053\u3068\u30924\u3064\u3001\u305d\u308c\u305e\u308c\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"2-1GA4%E3%81%AEraw%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E5%88%86%E6%9E%90%E3%81%A7%E3%81%8D%E3%82%8B\"><\/span>2-1.GA4\u306eraw\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001GA4\u306eraw\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u30fb\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p> <p>\u305d\u3082\u305d\u3082raw\u30c7\u30fc\u30bf\u3068\u306f\u3001GA4\u3067\u8a08\u6e2c\u3055\u308c\u305f\u307e\u307e\u306e\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3067\u3059\u3002\u3044\u308f\u3086\u308b\u300c\u96c6\u8a08\u524d\u306e\u751f\u30c7\u30fc\u30bf\u300d\u3067\u3042\u308a\u3001\u30a4\u30d9\u30f3\u30c8\u30fbPV\u5358\u4f4d\u306b1\u884c\u305a\u3064\u30ed\u30b0\u304c\u8a18\u9332\u3055\u308c\u307e\u3059\u3002<\/p> <p>\u3053\u308c\u307e\u3067\u3001GA4\u3067raw\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u81a8\u5927\u306a\u30b3\u30b9\u30c8\u306e\u304b\u304b\u308b\u6709\u511f\u7248\u306eGoogle \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001BigQuery\u3068\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001<span class=\"txt_bold txt_red\">\u7279\u5225\u306a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306braw\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p> <p>\u3055\u3089\u306b\u3001BigQuery\u3092\u901a\u3057\u305fraw\u30c7\u30fc\u30bf\u306fSQL\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001<span class=\"txt_bold\">PV\u6570\u3084\u96e2\u8131\u30fb\u76f4\u5e30\u6570\u3001\u6ede\u5728\u6642\u9593\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6307\u6a19\u3092\u304a\u597d\u307f\u306e\u5f62\u5f0f\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd<\/span>\u3067\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"2-2GA4%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E3%83%93%E3%82%B8%E3%83%A5%E3%82%A2%E3%83%A9%E3%82%A4%E3%82%BA%E3%81%A7%E3%81%8D%E3%82%8B\"><\/span>2-2.GA4\u306e\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u3067\u304d\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u3068\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001GA4\u3067\u306e\u53d6\u5f97\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002BigQuery\u3068\u5916\u90e8BI\u30c4\u30fc\u30eb\u3092\u9023\u643a\u3059\u308c\u3070\u3001<span class=\"txt_bold txt_red\">\u5206\u6790\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u30fb\u8868\u306b\u307e\u3068\u3081\u3066\u53ef\u8996\u5316\u3067\u304d\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u308b\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u3067\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p> <p>\u3057\u305f\u304c\u3063\u3066\u3001\u77e5\u8b58\u306e\u306a\u3044\u65b9\u3067\u3082\u300c\u30b5\u30a4\u30c8\u5185\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u5c65\u6b74\u306e\u30b0\u30e9\u30d5\u5316\u30fb\u30af\u30ed\u30b9\u96c6\u8a08\u300d\u306a\u3069\u3092\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p> <p>\u307e\u305f\u3001BI\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30dd\u30fc\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u3044\u304f\u3064\u304b\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001GA4\u304b\u3089\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u30c7\u30fc\u30bf\u3092\u77ac\u6642\u306b\u30ec\u30dd\u30fc\u30c8\u5316\u3067\u304d\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"2-3%E3%82%AA%E3%83%95%E3%83%A9%E3%82%A4%E3%83%B3%E3%81%A8%E3%82%AA%E3%83%B3%E3%83%A9%E3%82%A4%E3%83%B3%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E7%B5%B1%E5%90%88%E5%88%86%E6%9E%90%E3%81%A7%E3%81%8D%E3%82%8B\"><\/span>2-3.\u30aa\u30d5\u30e9\u30a4\u30f3\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u5206\u6790\u3067\u304d\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u3092GA4\u3084BI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3055\u305b\u308c\u3070\u3001\u5404\u7a2e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u84c4\u7a4d\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u3068GA4\u3067\u53d6\u5f97\u3057\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a<span class=\"txt_bold txt_red\">\u300c\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u53ce\u96c6\u3057\u305f\u30b5\u30a4\u30c8\u5185\u30e6\u30fc\u30b6\u30fc\u306e\u95b2\u89a7\u5c65\u6b74\u3068\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u53ce\u96c6\u3057\u305f\u30ea\u30a2\u30eb\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u3092\u639b\u3051\u5408\u308f\u305b\u305f\u7d71\u5408\u5206\u6790\u300d\u3082\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/span><\/p> <p>\u7d71\u5408\u5206\u6790\u3057\u305f\u60c5\u5831\u3092\u3055\u3089\u306b\u6df1\u6398\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u9867\u5ba2\u3068\u30ea\u30a2\u30eb\u9867\u5ba2\u306e\u884c\u52d5\u306b\u304a\u3051\u308b\u95a2\u9023\u6027\u3084\u5dee\u7570\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u3069\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b6\u30fc\u5c5e\u6027\u304c\u6210\u679c\u306b\u3064\u306a\u304c\u308a\u3084\u3059\u3044\u304b\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306a\u3001\u3053\u308c\u307e\u3067\u6349\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u60c5\u5831\u3082\u628a\u63e1\u53ef\u80fd\u3067\u3059\u3002<span class=\"txt_bold\">\u7d50\u679c\u3068\u3057\u3066\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u7acb\u6848\u3084\u3001\u6700\u9069\u306a\u30ab\u30b9\u30bf\u30de\u30fc\u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u767a\u898b\u30fb\u69cb\u7bc9\u306b\u3082\u3064\u306a\u304c\u308b<\/span>\u3067\u3057\u3087\u3046\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"2-4GA4%E3%81%AE%E9%81%8E%E5%8E%BB%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E8%93%84%E7%A9%8D%E3%81%A7%E3%81%8D%E3%82%8B\"><\/span>2-4.GA4\u306e\u904e\u53bb\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3067\u304d\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3067\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u671f\u9593\u306f\u6700\u957714\u304b\u6708\u3068\u3001\u3084\u3084\u77ed\u3044\u3053\u3068\u304c\u96e3\u70b9\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u9023\u643a\u3057\u305fBigQuery\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u30fb\u4fdd\u5b58\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u4fdd\u6301\u671f\u9593\u3092\u7591\u4f3c\u7684\u306b\u5ef6\u9577\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<span class=\"txt_bold txt_red\">\u300cGA4\u306e\u53d6\u5f97\u30c7\u30fc\u30bf\u30921\u5e74\u4ee5\u4e0a\u306b\u308f\u305f\u3063\u3066\u9577\u671f\u4fdd\u5b58\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u5834\u5408\u3001BigQuery\u3068\u9023\u643a\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u975e\u5e38\u306b\u5927\u304d\u3044<\/span>\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p> <p>\u305f\u3060\u3057\u3001\u4fdd\u5b58\u5bb9\u91cf\u304c\u5927\u304d\u3051\u308c\u3070\u305d\u308c\u3060\u3051\u30b3\u30b9\u30c8\u3082\u304b\u304b\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u9023\u643a\u524d\u306b\u9061\u3063\u3066\u306e\u30c7\u30fc\u30bf\u53c2\u7167\u304c\u3067\u304d\u306a\u3044\u307b\u304b\u3001BigQuery\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u77e5\u8b58\u3084SQL\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u308b\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div> <!-- 3 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"3GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E5%89%8D%E3%81%AB%E7%A2%BA%E8%AA%8D%E3%81%99%E3%81%B9%E3%81%8D%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\"><\/span>3.GA4\u3068BigQuery\u306e\u9023\u643a\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"banner\"><img decoding=\"async\" src=\"https:\/\/grannet.co.jp\/column\/wp-content\/uploads\/2024\/01\/img-ga4-bigquery3.jpg\" alt=\"GA4\u3068BigQuery\u306e\u9023\u643a\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\"><\/div> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u9023\u643a\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u5358\u7d14\u306b\u9023\u643a\u3055\u305b\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u3059\u3079\u3066\u306e\u65b9\u304c\u6e80\u8db3\u306b\u6d3b\u7528\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p> <p>\u3046\u307e\u304f\u4f7f\u3044\u3053\u306a\u305b\u306a\u3051\u308c\u3070\u7121\u99c4\u306a\u8cbb\u7528\u3060\u3051\u304c\u304b\u304b\u308b\u3053\u3068\u306b\u306a\u308a\u304b\u306d\u306a\u3044\u305f\u3081\u3001\u9023\u643a\u524d\u306b\u3044\u304f\u3064\u304b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <p>\u3053\u3053\u304b\u3089\u306f\u3001GA4\u3068BigQuery\u306e\u9023\u643a\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"3-1BigQuery%E3%81%AE%E8%B2%BB%E7%94%A8%E5%AF%BE%E5%8A%B9%E6%9E%9C%E3%81%8C%E8%A6%8B%E8%BE%BC%E3%82%81%E3%82%8B%E3%81%8B\"><\/span>3-1.BigQuery\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u305f\u6bb5\u968e\u3067\u3001\u307e\u305a\u306f\u305d\u306e\u5fc5\u8981\u6027\u3092\u898b\u6975\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5fc5\u8981\u6027\u3092\u5224\u65ad\u3059\u308b\u57fa\u6e96\u3068\u3057\u3066\u3001\u6700\u3082\u91cd\u8981\u306a\u306e\u304c\u300c\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b\u300d\u3068\u3044\u3046\u70b9\u3067\u3059\u3002<\/p> <p>\u524d\u8ff0\u306e\u901a\u308a\u3001BigQuery\u306e\u5229\u7528\u6599\u91d1\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u3068\u5206\u6790\u6599\u91d1\u306b\u5206\u3051\u3089\u308c\u3066\u304a\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u5206\u6790\u3059\u308b\u3068\u306a\u308c\u3070\u6bce\u6708\u6570\u5341\u4e07\u5186\u3068\u3044\u3063\u305f\u81a8\u5927\u306a\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30c4\u30fc\u30eb\u306e\u5229\u7528\u6599\u3060\u3051\u3067\u306a\u304f\u3001<span class=\"txt_bold\">\u5185\u88fd\u5316\u3059\u308b\u5834\u5408\u306f\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u3001\u5916\u90e8\u306b\u4f9d\u983c\u3059\u308b\u5834\u5408\u306f\u5916\u6ce8\u8cbb\u7528\u3082\u304b\u304b\u308b<\/span>\u3067\u3057\u3087\u3046\u3002<\/p> <p>\u3069\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u30fb\u30c4\u30fc\u30eb\u306b\u304a\u3044\u3066\u3082\u3001\u5c0e\u5165\u524d\u306b\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u60f3\u5b9a\u3057\u3066\u304a\u304f\u3053\u3068\u306f\u5fc5\u9808\u3067\u3059\u3002<span class=\"txt_bold txt_red\">\u300cGA4\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u5c0e\u5165\u30fb\u7dad\u6301\u30b3\u30b9\u30c8\u3092\u4e0a\u56de\u308b\u304b\u3069\u3046\u304b\u300d<\/span>\u3092\u30d9\u30fc\u30b9\u306b\u3001\u3088\u304f\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"3-2SQL%E3%82%92%E6%89%B1%E3%81%88%E3%82%8B%E4%BA%BA%E6%9D%90%E3%81%8C%E7%A4%BE%E5%86%85%E3%81%AB%E3%81%84%E3%82%8B%E3%81%8B\"><\/span>3-2.SQL\u3092\u6271\u3048\u308b\u4eba\u6750\u304c\u793e\u5185\u306b\u3044\u308b\u304b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u9023\u643a\u306b\u3042\u305f\u3063\u3066\u3001SQL\u306e\u77e5\u8b58\u306f\u4e0d\u53ef\u6b20\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3082\u305d\u3082SQL\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u64cd\u4f5c\u30fb\u5236\u5fa1\u3092\u76ee\u7684\u3068\u3057\u305f\u4ee3\u8868\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a00\u8a9e\u3067\u3059\u3002\u300c\u30b7\u30fc\u30af\u30a7\u30eb\u300d\u307e\u305f\u306f\u300c\u30b7\u30fc\u30b1\u30eb\u300d\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p> <p>SQL\u306b\u3088\u308b\u64cd\u4f5c\u306f\u3001BigQuery\u3092\u6d3b\u7528\u3057\u3066\u672c\u683c\u7684\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u969b\u306f\u3082\u3061\u308d\u3093\u3001\u904e\u53bb\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u969b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30fc\u30f3\u306b\u304a\u3044\u3066\u5fc5\u8981\u3067\u3059\u3002SQL\u77e5\u8b58\u304c\u306a\u3044\u5834\u5408\u3001<span class=\"txt_bold txt_red\">\u9069\u5207\u306b\u904b\u7528\u3067\u304d\u306a\u3044\u3053\u3068\u304b\u3089\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u5927\u5e45\u306b\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u3082\u5426\u3081\u307e\u305b\u3093\u3002<\/span><\/p> <p>\u305d\u306e\u305f\u3081\u3001\u5c0e\u5165\u524d\u306b\u306f\u793e\u5185\u306bSQL\u3092\u6271\u3048\u308b\u4eba\u6750\u304c\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"3-3%E7%A4%BE%E5%86%85%E3%81%A7%E8%A4%87%E6%95%B0%E3%81%AE%E3%83%84%E3%83%BC%E3%83%AB%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%A6%E3%81%84%E3%82%8B%E3%81%8B\"><\/span>3-3.\u793e\u5185\u3067\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u304b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3084\u55b6\u696d\u30c4\u30fc\u30eb\u306a\u3069\u306e\u696d\u52d9\u52b9\u7387\u5316\u30c4\u30fc\u30eb\u3092\u793e\u5185\u3067\u3069\u308c\u304f\u3089\u3044\u5229\u7528\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001<span class=\"txt_bold txt_red\">\u5229\u7528\u3059\u308b\u696d\u52d9\u52b9\u7387\u5316\u30c4\u30fc\u30eb\u304c\u591a\u3044\u307b\u3069\u3001BigQuery\u306e\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u304c\u5927\u304d\u304f\u306a\u308b\u50be\u5411\u306b\u3042\u308b\u305f\u3081<\/span>\u3067\u3059\u3002<\/p> <p>BigQuery\u3092\u5229\u7528\u3057\u306a\u3044\u5834\u5408\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u305f\u308a\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5404\u30c4\u30fc\u30eb\u3067\u307e\u305a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u30fb\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u624b\u9593\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p> <p>\u3057\u304b\u3057\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3068BigQuery\u3092\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u53d6\u5f97\u30c7\u30fc\u30bf\u30921\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<span class=\"txt_bold\">\u30c7\u30fc\u30bf\u306e\u96c6\u7d04\u3084\u30ec\u30dd\u30fc\u30c8\u5316\u3092BigQuery\u4e0a\u3067\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5927\u5e45\u306a\u696d\u52d9\u52b9\u7387\u5316\u306b\u3064\u306a\u304c\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p> <\/div> <!-- 4 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"4GA4%E3%81%A8BigQuery%E3%81%AE%E9%80%A3%E6%90%BA%E6%96%B9%E6%B3%95\"><\/span>4.GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u306f\u3001\u3055\u307b\u3069\u96e3\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001GA4\u3084BigQuery\u306e\u64cd\u4f5c\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u65b9\u3067\u3082\u3001\u6bd4\u8f03\u7684\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p> <p>\u3053\u3053\u304b\u3089\u306f\u3001GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u30fb\u8a2d\u5b9a\u65b9\u6cd5\u3092\u3001\u6d41\u308c\u306b\u6cbf\u3063\u3066\u5206\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"4-1%E3%80%90STEP1%E3%80%91Google_Cloud_%E3%83%97%E3%83%AD%E3%83%80%E3%82%AF%E3%83%88%E3%81%AB%E7%99%BB%E9%8C%B2%E3%81%99%E3%82%8B\"><\/span>4-1.\u3010STEP1\u3011Google Cloud \u30d7\u30ed\u30c0\u30af\u30c8\u306b\u767b\u9332\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u3092\u9023\u643a\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305aGoogle Cloud\u306e\u5229\u7528\u767b\u9332\u304c\u5fc5\u9808\u3067\u3059\u3002Google Cloud\u306e\u5229\u7528\u767b\u9332\u304c\u6e08\u3093\u3067\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u6cbf\u3063\u3066\u767b\u9332\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <div class=\"listTab\"> <table class=\"width100\"> <tr> <th class=\"width20\">\uff081\uff09<\/th> <td class=\"width80\">Google Cloud\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u300c\u7121\u6599\u3067\u5229\u7528\u958b\u59cb\u300d\u3092\u30af\u30ea\u30c3\u30af<\/td> <\/tr> <tr> <th>\uff082\uff09<\/th> <td>\u8868\u793a\u3055\u308c\u305fGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u305f\u4e0a\u3067\u3001\u56fd\u3068\u9069\u5207\u306a\u7d44\u7e54\u30fb\u30cb\u30fc\u30ba\u3092\u9078\u629e <\/td> <\/tr> <tr> <th>\uff083\uff09<\/th> <td> \u652f\u6255\u3044\u60c5\u5831\u3092\u5165\u529b\u3057\u3001\u300c\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u958b\u59cb\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <\/table> <\/div> <p>\u5229\u7528\u767b\u9332\u304c\u5b8c\u4e86\u3059\u308c\u3070\u3001<span class=\"txt_bold\">BigQuery\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u3059\u3079\u3066\u306eGoogle Cloud \u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span>\u307e\u305f\u3001\u652f\u6255\u3044\u60c5\u5831\u306e\u5165\u529b\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u6c42\u3081\u3089\u308c\u308b\u60c5\u5831\u3067\u3059\u3002\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u671f\u9593\u7d42\u4e86\u5f8c\u306e\u5229\u7528\u6599\u91d1\u306f\u3001\u624b\u52d5\u3067\u6709\u52b9\u306b\u3057\u306a\u3044\u9650\u308a\u8acb\u6c42\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"4-2%E3%80%90STEP2%E3%80%91BigQuery%E3%81%A7%E3%83%97%E3%83%AD%E3%82%B8%E3%82%A7%E3%82%AF%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B\"><\/span>4-2.\u3010STEP2\u3011BigQuery\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>Google Cloud\u306e\u5229\u7528\u767b\u9332\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u6d41\u308c\u3092\u53c2\u8003\u306bBigQuery\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100\"> <tr> <th class=\"width20\">\uff081\uff09<\/th> <td class=\"width80\">Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u4e0a\u90e8\u306b\u3042\u308b\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9078\u629e\u300d\u3092\u30af\u30ea\u30c3\u30af<\/td> <\/tr> <tr> <th>\uff082\uff09<\/th> <td>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9078\u629e\u753b\u9762\u304b\u3089\u300c\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff083\uff09<\/th> <td> \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u3092\u5165\u529b\u3057\u3066\u300c\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <\/table> <\/div> <p>Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u4e0a\u90e8\u306b\uff083\uff09\u3067\u5165\u529b\u3057\u305fBigQuery\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u554f\u984c\u306a\u304f\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"4-3%E3%80%90STEP3%E3%80%91BigQuery_API%E3%82%92%E6%9C%89%E5%8A%B9%E5%8C%96%E3%81%99%E3%82%8B\"><\/span>4-3.\u3010STEP3\u3011BigQuery API\u3092\u6709\u52b9\u5316\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3067\u304d\u305f\u3089\u3001BigQuery API\u306e\u6709\u52b9\u5316\u8a2d\u5b9a\u3092\u9032\u3081\u307e\u3059\u3002\u8a2d\u5b9a\u624b\u9806\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100\"> <tr> <th class=\"width20\">\uff081\uff09<\/th> <td class=\"width80\"> Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u5de6\u4e0a\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30e1\u30cb\u30e5\u30fc\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff082\uff09<\/th> <td>\u300cAPI\u3068\u30b5\u30fc\u30d3\u30b9\u300d\u3092\u9078\u629e\u3057\u300c\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff083\uff09<\/th> <td> API \u30e9\u30a4\u30d6\u30e9\u30ea\u753b\u9762\u306e\u4e2d\u592e\u306b\u3042\u308b\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u306b\u300cBigQuery\u300d\u3068\u5165\u529b\u3057\u3001\u691c\u7d22\u7d50\u679c\u306b\u8868\u793a\u3055\u308c\u305f\u300cBigQuery API\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff084\uff09<\/th> <td> \u300c\u6709\u52b9\u5316\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <\/table> <\/div> <p>\u6700\u5f8c\u306b\u3001BigQuery API\u306e\u30da\u30fc\u30b8\u3067\u300cAPI\u304c\u6709\u52b9\u3067\u3059\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\u3001BigQuery API\u304c\u554f\u984c\u306a\u304f\u6709\u52b9\u5316\u3055\u308c\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"4-4%E3%80%90STEP4%E3%80%91GA4%E3%82%92BigQuery%E3%81%AE%E3%83%97%E3%83%AD%E3%82%B8%E3%82%A7%E3%82%AF%E3%83%88%E3%81%AB%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8B\"><\/span>4-4.\u3010STEP4\u3011GA4\u3092BigQuery\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9023\u643a\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>BigQuery API\u3092\u6709\u52b9\u5316\u3057\u305f\u3089\u3001\u6700\u5f8c\u306bGA4\u3092BigQuery\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u9023\u643a\u3055\u305b\u307e\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100\"> <tr> <th class=\"width20\">\uff081\uff09<\/th> <td class=\"width80\"> GA4\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u300cBigQuery\u306e\u30ea\u30f3\u30af\u300d\u306e\u9805\u76ee\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff082\uff09<\/th> <td>BigQuery\u306e\u30ea\u30f3\u30af\u753b\u9762\u53f3\u5074\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u300c\u30ea\u30f3\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff083\uff09<\/th> <td> \u300cBigQuery \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff084\uff09<\/th> <td> \u3010STEP2\u3011\u3067\u4f5c\u6210\u3057\u305fGoogle Cloud\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u3057\u3001\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u300c\u6771\u4eac\u300d\u306b\u8a2d\u5b9a\u5f8c\u300c\u6b21\u3078\u300d\u3092\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <tr> <th>\uff085\uff09<\/th> <td> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u9023\u643a\u3092\u5fc5\u9808\u3068\u3057\u306a\u3044\u9650\u308a\u3001\u983b\u5ea6\u3092\u300c\u6bce\u65e5\u300d\u306b\u9078\u629e\u3057\u3001\u300c\u6b21\u3078\u300d\u2192\u300c\u9001\u4fe1\u300d\u306e\u9806\u306b\u30af\u30ea\u30c3\u30af <\/td> <\/tr> <\/table> <\/div> <p>\u6700\u5f8c\u306b\u300c\u30ea\u30f3\u30af\u4f5c\u6210\u6e08\u307f\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u3001GA4\u3068BigQuery\u306e\u9023\u643a\u304c\u554f\u984c\u306a\u304f\u5b8c\u4e86\u3057\u3066\u3044\u308b\u304b\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div> <!-- 5 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"5BigQuery%E3%81%AB%E9%80%A3%E6%90%BA%E3%81%97%E3%81%9FGA4%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E7%A2%BA%E8%AA%8D%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\"><\/span>5.BigQuery\u306b\u9023\u643a\u3057\u305fGA4\u306e\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"txtbox\"> <p>BigQuery\u306b\u9023\u643a\u3055\u305b\u305fGA4\u306e\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d\u65b9\u6cd5\u306f\u3001\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<\/p> <div class=\"listTab\"> <table class=\"width100 mb1em\"> <tr> <th>\u3010STEP1\u3011\u9023\u643a\u5bfe\u8c61\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u753b\u9762\u3092\u958b\u304f<\/th> <\/tr> <tr> <td><p>\u307e\u305a\u306f\u3001Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u4e0a\u90e8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30b9\u30c8\u304b\u3089\u3001GA4\u3068\u9023\u643a\u3055\u305b\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u3057\u3001\u9023\u643a\u5bfe\u8c61\u3068\u3057\u3066\u8a2d\u5b9a\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u753b\u9762\u3092\u958b\u304d\u307e\u3059\u3002<\/p><p class=\"mb0\">\u305d\u306e\u5f8c\u3001\u5de6\u4e0a\u306b\u3042\u308b\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30e1\u30cb\u30e5\u30fc\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u300cBigQuery\u300d\u2192\u300cSQL \u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u300d\u306e\u9806\u306b\u30af\u30ea\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/td> <\/tr> <\/table> <\/div><div class=\"listTab\"> <table class=\"width100\"> <tr> <th>\u3010STEP2\u3011GA4\u306e\u9023\u643a\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b<\/th> <\/tr> <tr> <td><p>\u300cSQL \u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001BigQuery\u306e\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p><p>\u305d\u306e\u5f8c\u3001\u5de6\u5074\u306b\u3042\u308b\u30e1\u30cb\u30e5\u30fc\u30d0\u30fc\u304b\u3089\u5bfe\u8c61\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u3057\u300cevents_\u300d\u3067\u59cb\u307e\u308b\u9805\u76ee\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u8868\u793a\u3055\u308c\u305f\u753b\u9762\u4e2d\u592e\u90e8\u306e\u300c\u30d7\u30ec\u30d3\u30e5\u30fc\u300d\u3092\u9078\u629e\u3059\u308b\u3068\u3001GA4\u306e\u9023\u643a\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u53ef\u80fd\u3067\u3059\u3002<\/p><p class=\"mb0\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u4f5c\u6210\u3055\u308c\u3001\u30c6\u30fc\u30d6\u30eb\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p> <\/td> <\/tr> <\/table> <\/div> <\/div> <!-- 6 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"6GA4%E3%81%A8BigQuery%E3%82%92%E9%80%A3%E6%90%BA%E3%81%97%E3%81%A6%E4%BD%BF%E7%94%A8%E3%81%99%E3%82%8B%E9%9A%9B%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9\"><\/span>6.GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u9023\u643a\u306f\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u4e00\u65b9\u3001\u9023\u643a\u5f8c\u306b\u6d3b\u7528\u3059\u308b\u969b\u306b\u306f\u3044\u304f\u3064\u304b\u6ce8\u610f\u3059\u3079\u304d\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p> <p>\u6700\u5f8c\u306b\u3001GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"6-1%E3%82%A8%E3%82%AF%E3%82%B9%E3%83%9D%E3%83%BC%E3%83%88%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E6%95%B0%E3%81%AB%E4%B8%8A%E9%99%90%E3%81%8C%E3%81%82%E3%82%8B\"><\/span>6-1.\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u6570\u306b\u4e0a\u9650\u304c\u3042\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u30c7\u30fc\u30bf\u9023\u643a\u306b\u304a\u3044\u3066\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u6570\u306b\u306f\u4e0a\u9650\u304c\u3042\u308b\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <p><span class=\"txt_bold txt_red\">GA4\u306e\u7121\u511f\u7248\u3067\u3042\u308b\u6a19\u6e96\u30d7\u30ed\u30d1\u30c6\u30a3\u304c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306f\u300c1\u65e5100\u4e07\u30a4\u30d9\u30f3\u30c8\u307e\u3067\u300d<\/span>\u3068\u8a2d\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u4e0a\u9650\u3092\u8d85\u3048\u305f\u5834\u5408\u306f\u30c7\u30fc\u30bf\u53d6\u5f97\u304c\u4e00\u6642\u7684\u306b\u505c\u6b62\u3057\u307e\u3059\u3002\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u91cf\u304c\u591a\u3044Web\u30b5\u30a4\u30c8\u3067\u3042\u308c\u3070\u30011\u65e5100\u4e07\u30a4\u30d9\u30f3\u30c8\u306e\u5236\u9650\u3092\u512a\u306b\u8d85\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p> <p>\u4e07\u304c\u4e00\u3001\u4e0a\u9650\u3092\u8d85\u3048\u3066\u4e00\u6642\u505c\u6b62\u3068\u306a\u3063\u305f\u5834\u5408\u306f\u3001\u7ba1\u7406\u8005\u30fb\u7de8\u96c6\u8005\u306b\u30e1\u30fc\u30eb\u3067\u901a\u77e5\u3055\u308c\u307e\u3059\u3002\u901a\u77e5\u304c\u5c4a\u3044\u305f\u969b\u306f\u3001<span class=\"txt_bold\">\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u9805\u76ee\u6570\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3057\u3087\u3046\u3002<\/span><\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"6-2%E3%83%87%E3%83%BC%E3%82%BF%E3%83%AD%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AF%E5%BE%8C%E3%81%8B%E3%82%89%E5%A4%89%E6%9B%B4%E3%81%8C%E3%81%A7%E3%81%8D%E3%81%AA%E3%81%84\"><\/span>6-2.\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u5f8c\u304b\u3089\u5909\u66f4\u304c\u3067\u304d\u306a\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>GA4\u3068BigQuery\u306e\u9023\u643a\u6642\u306b\u306f\u300c\u4e16\u754c\u5404\u5730\u306b\u3042\u308bGoogle Cloud\u30b5\u30fc\u30d0\u30fc\u306e\u4e2d\u3067\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3069\u3053\u306b\u683c\u7d0d\u3059\u308b\u304b\u300d\u3092\u793a\u3057\u305f\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u4e00\u5ea6\u6307\u5b9a\u3059\u308b\u3068\u5909\u66f4\u3067\u304d\u307e\u305b\u3093\u3002<\/p> <p>BigQuery\u3067\u306f\u3001<span class=\"txt_bold\">\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7570\u306a\u308b\u30c7\u30fc\u30bf\u540c\u58eb\u3067\u306e\u7d71\u5408\u5206\u6790\u304c\u884c\u3048\u306a\u3044\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span>\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3069\u3046\u3057\u3066\u3082\u5909\u66f4\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u624b\u52d5\u3067\u5225\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3055\u305b\u305f\u308a\u3001\u5225\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30b3\u30d4\u30fc\u3057\u305f\u308a\u3059\u308b\u3068\u3044\u3063\u305f\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u6642\u9593\u3068\u624b\u9593\u304c\u304b\u304b\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p> <p>\u4e0d\u8981\u306a\u4f5c\u696d\u3092\u5897\u3084\u3055\u306a\u3044\u3088\u3046\u306b\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div> <h3 class=\"tt2\"><span class=\"ez-toc-section\" id=\"6-3SQL%E3%81%AE%E7%9F%A5%E8%AD%98%E3%81%8C%E5%BF%85%E8%A6%81%E3%81%AB%E3%81%AA%E3%82%8B\"><\/span>6-3.SQL\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3> <div class=\"txtbox\"> <p>\u524d\u8ff0\u306e\u901a\u308a\u3001GA4\u3068\u9023\u643a\u3055\u305b\u305fBigQuery\u3092\u3046\u307e\u304f\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6700\u4f4e\u9650\u306eSQL\u77e5\u8b58\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p> <p>SQL\u306f\u4e16\u754c\u7684\u306b\u5727\u5012\u7684\u306a\u30b7\u30a7\u30a2\u3092\u8a87\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a00\u8a9e\u3067\u3042\u308a\u3001\u8fd1\u5e74\u3067\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3060\u3051\u3067\u306a\u304f\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3082\u5fc5\u8981\u3068\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u306bSQL\u77e5\u8b58\u3092\u6709\u3057\u305f\u4eba\u6750\u304c\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p> <p>\u3082\u3063\u3068\u3082\u5353\u8d8a\u3057\u305fSQL\u77e5\u8b58\u304c\u5fc5\u9808\u3068\u3044\u3046\u308f\u3051\u3067\u3082\u306a\u3044\u305f\u3081\u3001\u307e\u305a\u306f<span class=\"txt_bold txt_red\">BigQuery\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u8a66\u3059\u306e\u304c\u304a\u3059\u3059\u3081<\/span>\u3067\u3059\u3002SQL\u521d\u5fc3\u8005\u3084\u5c02\u9580\u77e5\u8b58\u3092\u6709\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u78ba\u8a8d\u3057\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p><p>\u307e\u305f\u3001SQL\u3092\u6271\u3048\u308b\u4eba\u6750\u3092\u65b0\u305f\u306b\u78ba\u4fdd\u3059\u308b\u3053\u3068\u30821\u3064\u306e\u624b\u6bb5\u3067\u3059\u3002\u4eba\u7684\u30b3\u30b9\u30c8\u306f\u304b\u304b\u308b\u3082\u306e\u306e\u3001\u4fa1\u5024\u3042\u308b\u9577\u671f\u7684\u306a\u6295\u8cc7\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p> <\/div> <!-- \u307e\u3068\u3081 --> <h2 class=\"tt1\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2> <div class=\"txtbox\"> <p>BigQuery\uff08\u30d3\u30c3\u30b0\u30af\u30a8\u30ea\uff09\u306f\u3001Google\u793e\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u300cGoogle Cloud\u300d\u304c\u63d0\u4f9b\u3059\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u306e1\u3064\u3067\u3059\u3002<\/p> <p>\u30ed\u30b0\u60c5\u5831\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u30fb\u5206\u6790\u306a\u3069\u3001\u9ad8\u3044\u51e6\u7406\u901f\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30fc\u30f3\u3067\u6d3b\u8e8d\u3059\u308b\u307b\u304b\u3001GA4\u3068\u9023\u643a\u3059\u308c\u3070\u3088\u308a\u9ad8\u5ea6\u306a\u7d71\u5408\u5206\u6790\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u52a0\u3048\u3066\u3001BI\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u306a\u305f\u3081\u3001\u793e\u5185\u3067\u4f7f\u7528\u3059\u308b\u5916\u90e8\u30c4\u30fc\u30eb\u304c\u591a\u3044\u307b\u3069\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u3082\u5927\u304d\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p> <p>GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308b\u969b\u306f\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u30c7\u30fc\u30bf\u91cf\u306b\u4e0a\u9650\u304c\u3042\u308b\u70b9\u3084\u3001SQL\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u306f\u300c\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b\u300d\u3082\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p> <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u4e16\u754c\u6700\u5927\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u77e5\u3089\u308c\u308bGoogle\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u4ee5\u5916\u306b\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u88fd\u54c1\u30fb\u2026<\/p>\n","protected":false},"author":1,"featured_media":10725,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[370,350,64],"acf":{"show_focus":false,"show_recommend":false,"show_top2":false,"top_image2":false,"show_top3":false,"top_image3":false,"show_top4":false,"top_image4":false},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/posts\/10726"}],"collection":[{"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/comments?post=10726"}],"version-history":[{"count":2,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/posts\/10726\/revisions"}],"predecessor-version":[{"id":10728,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/posts\/10726\/revisions\/10728"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/media\/10725"}],"wp:attachment":[{"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/media?parent=10726"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/categories?post=10726"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/grannet.co.jp\/column\/wp-json\/wp\/v2\/tags?post=10726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}