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GA4\uff08Google Analytics4\uff09\u306b\u3064\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u671f\u9593\u304c\u6700\u592714\u30f6\u6708\u3068\u3001\u6700\u592750\u30f6\u6708\u306eUA\u306e1\/3\u4ee5\u4e0b\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3084\u3001\u6628\u4eca\u306eBI\u30c4\u30fc\u30eb\u306e\u9686\u76db\u3092\u53d7\u3051\u3066\u3001<\/strong><\/p>\n\n\n\n

\n

\u300cGA4\u306e\u30c7\u30fc\u30bf\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u4fdd\u7ba1\u3057\u305f\u3044\u300d<\/strong><\/p>\n\n\n\n

\u300cGA4\u306e\u30c7\u30fc\u30bf\u3092\u30bd\u30fc\u30b9\u306b\u3057\u3066\u3001BI\u30c4\u30fc\u30eb\u3067\u53ef\u8996\u5316\u3057\u305f\u3044\u300d<\/strong><\/p>\n<\/div>\n\n\n\n

\n

\u3068\u8003\u3048\u3089\u308c\u308b\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/strong><\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306fGA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u3001\u6d3b\u7528\u306e\u4ed5\u65b9\u306a\u3069\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/strong><\/p>\n<\/div>\n\n\n

\n
\"\"<\/a><\/figure><\/div>\n\n\n

BigQuery\u3068\u306f<\/h2>\n\n\n\n

BigQuery\u3068\u306fGoogle Cloud Platform\uff08GCP\uff09\u3067\u63d0\u4f9b\u3055\u308c\u308bGoogle\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3059\u3002\u5143\u3005Google\u304c\u81ea\u793e\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u69cb\u7bc9\u3057\u305f\u57fa\u76e4\u3092\u57fa\u306b\u30b5\u30fc\u30d3\u30b9\u5316\u3057\u305f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3001\u305d\u306e\u305f\u3081TB\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\uff09\u3001PB\uff08\u30da\u30bf\u30d0\u30a4\u30c8\uff09\u7d1a\u306e\u3044\u308f\u3086\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u3082\u9ad8\u901f\u3067\u89e3\u6790\u53ef\u80fd\u306a\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n

\u4f7f\u3044\u59cb\u3081\u3082\u7c21\u5358\u3067\u3001GCP\u306b\u767b\u9332\u3055\u3048\u3057\u3066\u3057\u307e\u3048\u3070\u3059\u3050\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u307b\u304b\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u7169\u308f\u3057\u3044\u4f5c\u696d\u3082\u8981\u3089\u305a\u3001SQL\u3067\u89e3\u6790\u53ef\u80fd\u306a\u305f\u3081\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u306f\u4f4e\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

GA4\u3068BigQuery\u3092\u9023\u643a\u3057\u3066\u3067\u304d\u308b\u3053\u3068<\/h2>\n\n\n\n

GA4\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e3\u3064\u306e\u3053\u3068\u304c\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

GA4\u306e\u30c7\u30fc\u30bf\u3092SQL\u3067\u5206\u6790<\/h3>\n\n\n\n

GA4\u306e\u751f\u30c7\u30fc\u30bf\u3092SQL\u3092\u7528\u3044\u3066\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002GA4\u4e0a\u3067\u3082\u30ec\u30dd\u30fc\u30c8\u3068\u63a2\u7d22\u6a5f\u80fd\u306b\u3088\u308a\u3042\u308b\u7a0b\u5ea6\u81ea\u7531\u306b\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u304c\u3001BigQuery\u4e0a\u3067\u751f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5206\u6790\u3059\u308b\u305f\u3081\u3001\u5b9f\u8cea\u7121\u5236\u9650\u3067\u3042\u3089\u3086\u308b\u5207\u308a\u53e3\u3067\u306e\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u66f4\u306bBigQuery\u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u3082\u7d71\u5408\u3067\u304d\u308b\u305f\u3081\u3001\u4f8b\u3048\u3070\u81ea\u793e\u306e\u57fa\u5e79\u30c7\u30fc\u30bf\u3084\u3001\u5929\u6c17\u3084\u6c17\u6e29\u306a\u3069\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3057\u3066\u306e\u5206\u6790\u3082\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

GA4\u306e\u5168\u671f\u9593\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3059\u308b<\/h3>\n\n\n\n

GA4\u306e\u30c7\u30fc\u30bf\u306f\u4fdd\u6301\u671f\u9593\u304c\u6700\u592714\u30f6\u6708\u306e\u305f\u3081\u3001\u5168\u671f\u9593\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3057\u3066\u304a\u304d\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u306f\u5927\u304d\u3044\u3068\u601d\u3044\u307e\u3059\u3002BigQuery\u3068\u9023\u643a\u3057\u3066\u304a\u3051\u3070\u3001\u4fdd\u6301\u671f\u9593\u306b\u5236\u9650\u304c\u306a\u3044\u305f\u3081\u3001\u5168\u671f\u9593\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001BigQuery\u306b\u30c7\u30fc\u30bf\u304c\u4fdd\u7ba1\u3055\u308c\u308b\u306e\u306f\u9023\u643a\u8a2d\u5b9a\u3092\u884c\u306a\u3063\u305f\u6642\u70b9\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3068\u306a\u308b\u305f\u3081GA4\u3092\u4f7f\u3044\u59cb\u3081\u305f\u3089\u306a\u308b\u3079\u304f\u65e9\u671f\u306bBigQuery\u3068\u306e\u9023\u643a\u8a2d\u5b9a\u3092\u884c\u306a\u3063\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

Tableau\u3084Looker\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/h3>\n\n\n\n

Tableau\u3084Looker\u306a\u3069\u591a\u304f\u306eBI\u30c4\u30fc\u30eb\u3067\u306fBigQuery\u3068\u306e\u9023\u643a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u307b\u3068\u3093\u3069\u306eBI\u30c4\u30fc\u30eb\u4e0a\u3067GA4\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u65e2\u306b\u793e\u5185\u3067\u7279\u5b9a\u306eBI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u305d\u306eBI\u30c4\u30fc\u30eb\u4e0a\u3067GA4\u306e\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3066\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001GA4\u30c7\u30fc\u30bf\u304c\u3059\u3050\u306b\u793e\u5185\u306e\u5206\u6790\u30ab\u30eb\u30c1\u30e3\u30fc\u306b\u30d5\u30a3\u30c3\u30c8\u3057\u3066\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u3053\u3068\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u306f\u3001\u4f7f\u3044\u6163\u308c\u305f\u30c4\u30fc\u30eb\u3067\u5206\u6790\u53ef\u80fd\u306a\u305f\u3081\u3001\u3053\u306e\u70b9\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

\n
\"\"<\/a><\/figure><\/div>\n\n\n

BigQuery\u306e\u8cbb\u7528<\/h2>\n\n\n\n

BigQuery\u9023\u643a\u81ea\u4f53\u306f\u7121\u6599\u3067\u3059\u304c\u3001\u9023\u643a\u5f8c\u306eBigQuery\u306b\u306f\u5229\u7528\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u3059\u3002BigQuery\u306e\u5229\u7528\u6599\u91d1\u306f<\/p>\n\n\n\n

\n

\u30fb\u5206\u6790\u6599\u91d1<\/strong><\/p>\n\n\n\n

\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1<\/strong><\/p>\n<\/div>\n\n\n\n

\u306e2\u3064\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u5206\u6790\u6599\u91d1\u306fSQL\u5b9f\u884c\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u305f\u30d0\u30a4\u30c8\u6570\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u306f\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u91cf\u306b\u5fdc\u3058\u3066\u8ab2\u91d1\u3055\u308c\u308b\u4f53\u7cfb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u3042\u308b\u7a0b\u5ea6\u306e\u51e6\u7406\u91cf\u307e\u3067\u306f\u7121\u6599\u306e\u7121\u6599\u67a0\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u307b\u304b\u3001\u5206\u6790\u6599\u91d1\u306b\u306f\u5b9a\u984d\u6599\u91d1\u3068\u3044\u3046\u3001\u3042\u3089\u304b\u3058\u3081SQL\u306e\u51e6\u7406\u91cf\u3092\u8cfc\u5165\u3057\u3066\u6599\u91d1\u306e\u30ad\u30e3\u30c3\u30d7\u3092\u5b9a\u3081\u308b\u30d7\u30e9\u30f3\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u73fe\u5728\u306e\u6700\u65b0\u306e\u6599\u91d1\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u6599\u91d1 | BigQuery: \u30af\u30e9\u30a6\u30c9 \u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9 | Google Cloud<\/p>\n\n\n\n

https:\/\/cloud.google.com\/bigquery\/pricing?hl=ja<\/a><\/p>\n<\/div>\n\n\n\n

\u306a\u304a\u6599\u91d1\u306e\u63a8\u5b9a\u898b\u7a4d\u3082\u308a\u306f\u53ef\u80fd\u3067\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3057\u30661\u65e5\u5206\u306e\u30c7\u30fc\u30bf\u304c\u3069\u308c\u307b\u3069\u306e\u5bb9\u91cf\u304c\u3042\u308b\u304b\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u306f\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002\u5206\u6790\u6599\u91d1\u306f\u3001SQL\u3092\u5b9f\u884c\u3059\u308b\u969b\u306b\u30c9\u30e9\u30a4\u30e9\u30f3\u6a5f\u80fd\u3068\u3044\u3063\u3066\u3001SQL\u5b9f\u884c\u524d\u306b\u51e6\u7406\u30d0\u30a4\u30c8\u6570\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u6a5f\u80fd\u304cBigQuery\u306b\u3042\u308b\u305f\u3081\u3001\u3053\u3061\u3089\u3082\u3042\u308b\u7a0b\u5ea6\u898b\u7a4d\u3082\u308a\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5<\/h2>\n\n\n\n

GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u884c\u3046\u3053\u3068\u306fGCP\u3067BigQuery\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u6e96\u5099\u3068\u3001GA4\u3067\u9023\u643a\u8a2d\u5b9a\u306e\uff12\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n

BigQuery\u306e\u5c0e\u5165<\/h3>\n\n\n\n
\n

\u307e\u305aGoogle Cloud\u306e\u7ba1\u7406\u753b\u9762\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

https:\/\/console.cloud.google.com\/<\/a><\/p>\n<\/div>\n\n\n\n

\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u3089\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u9078\u629e\u306e\u30a6\u30a3\u30f3\u30c9\u30a6\u3088\u308a\u3001\u300c\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300d\u3092\u9078\u629e\u3057\u3066\u3053\u308c\u304b\u3089BigQuery\u3092\u4f7f\u3044\u59cb\u3081\u308bGoogle Cloud\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u306a\u3069\u306e\u5fc5\u8981\u9805\u76ee\u306e\u5165\u529b\u3092\u884c\u306a\u3063\u3066\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

BigQuery API\u306e\u6709\u52b9\u5316<\/h3>\n\n\n\n

\u6b21\u306b\u4f5c\u6210\u3057\u305fGoogle Cloud\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u4e0a\u3067BigQuery API\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u3001\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u3088\u308a\u3001\u300cAPI\u3068\u30b5\u30fc\u30d3\u30b9\u300d > \u300c\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u30ab\u30c6\u30b4\u30ea\u304b\u3089\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u3092\u9078\u629e\u3057\u3066\u3001\u300cBigQuery API\u300d\u3092\u9078\u629e\u3057\u3066\u3001\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\u300cAPI\u304c\u6709\u52b9\u3067\u3059\u300d\u306e\u8868\u8a18\u304c\u3042\u308c\u3070\u6709\u52b9\u5316\u306e\u624b\u9806\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n

GA4\u4e0a\u3067\u306e\u9023\u643a\u8a2d\u5b9a<\/h3>\n\n\n\n

GA4\u4e0a\u3067BigQuery\u306b\u9023\u643a\u3059\u308b\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002GA4\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u300cBigQuery\u306e\u30ea\u30f3\u30af\u8a2d\u5b9a\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u6b21\u306b\u300c\u30ea\u30f3\u30af\u300d\u3092\u9078\u629e\u3001\u9023\u643a\u3059\u308bBigQuery\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5148\u307b\u3069\u4f5c\u6210\u3057\u305fGoogle Cloud\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u4efb\u610f\u3067\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u3053\u3060\u308f\u308a\u304c\u306a\u3051\u308c\u3070\u6771\u4eac\u3067\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u306a\u304a\u65e2\u306bBigQuery\u306b\u4ed6\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u7ba1\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u307e\u305f\u3050SQL\u304c\u5b9f\u884c\u3067\u304d\u306a\u3044\u6027\u8cea\u4e0a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5408\u308f\u305b\u308b\u5f62\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u983b\u5ea6\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u6bce\u65e5\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306f\u30a4\u30d9\u30f3\u30c8\u767a\u751f\u304b\u3089\u6570\u79d2\u3067\u30c7\u30fc\u30bf\u304c\u53cd\u6620\u3055\u308c\u308b\u305f\u3081\u3001GA4\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ec\u30dd\u30fc\u30c8\u306b\u8fd1\u3044\u30c7\u30fc\u30bf\u306b\u306a\u308a\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u304c\u6b32\u3057\u3044\u5834\u5408\u306f\u6bce\u65e5\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u4e21\u65b9\u306e\u9078\u629e\u3001\u65e5\u6b21\u30c7\u30fc\u30bf\u3060\u3051\u3067\u4e8b\u8db3\u308a\u308b\u5834\u5408\u306f\u6bce\u65e5\u3060\u3051\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u300c\u9001\u4fe1\u300d\u3092\u62bc\u3057\u3066\u8a2d\u5b9a\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u300cBigQuery\u306e\u30ea\u30f3\u30af\u8a2d\u5b9a\u300d\u3067\u306f\u9023\u643a\u5148\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\uff08\u203b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f1\u3064\u3057\u304b\u767b\u9332\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u73fe\u5728\u6d3b\u7528\u3057\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u767b\u9332\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002\uff09<\/p>\n\n\n\n

\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d<\/h3>\n\n\n\n

\u9023\u643a\u8a2d\u5b9a\u3092\u884c\u306a\u3063\u30661~2\u65e5\u3067BigQuery\u306b\u30c7\u30fc\u30bf\u304c\u53cd\u6620\u3055\u308c\u308b\u306e\u3067\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d\u3092\u884c\u3044\u307e\u3059\u3002Google Cloud\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u3001\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u3088\u308aBigQuery\u3092\u9078\u629e\u3001BigQuery\u4e0a\u306b\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u30c6\u30fc\u30d6\u30eb\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u3053\u3053\u306b\u300canalytics_xxx\u300d\u3068\u3044\u3046\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u300cevents_xxx\u300d\u3068\u3044\u3046\u540d\u524d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u30c6\u30fc\u30d6\u30eb\u304c\u8868\u793a\u3055\u308c\u308c\u3070\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u306a\u304a\u9023\u643a\u3057\u305f\u30c6\u30fc\u30d6\u30eb\u306b\u6709\u52b9\u671f\u9650\u304c\u3064\u3044\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308b\u306e\u3067\u3001\u5ff5\u306e\u70ba\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u6709\u52b9\u671f\u9650\u3068\u306f\u6307\u5b9a\u306e\u671f\u9593\u3092\u904e\u304e\u308b\u3068\u81ea\u52d5\u7684\u306b\u30c6\u30fc\u30d6\u30eb\u304c\u524a\u9664\u3055\u308c\u308b\u3001\u3068\u3044\u3046\u6a5f\u80fd\u3067\u3001\u300canalytics_xxx\u300d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u9078\u629e > \u8a73\u7d30\u3092\u7de8\u96c6 > \u300c\u30c6\u30fc\u30d6\u30eb\u306e\u6709\u52b9\u671f\u9650\u3092\u6709\u52b9\u306b\u3059\u308b\u300d\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092ON\/OFF\u306b\u3059\u308b\u3053\u3068\u3067\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u6709\u52b9\u671f\u9650\u304c\u3064\u3044\u3066\u3044\u308b\u3068\u3001\u30c6\u30fc\u30d6\u30eb\u304c\u81ea\u52d5\u3067\u524a\u9664\u3055\u308c\u308b\u305f\u3081OFF\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u96c6\u8a08SQL\u306e\u4f5c\u308a\u65b9<\/h2>\n\n\n\n

\u9023\u643a\u3057\u305fGA4\u751f\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3068\u3057\u30661\u30ec\u30b3\u30fc\u30c9\u304c1\u30a4\u30d9\u30f3\u30c8\u5358\u4f4d\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u66f4\u306b\u30a4\u30d9\u30f3\u30c8\u5185\u5bb9\u306b\u95a2\u3059\u308bevent_params\u3068\u3044\u3046\u9805\u76ee\u304c\u914d\u5217\u69cb\u9020\u3067\u683c\u7d0d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u57fa\u672c\u7684\u306b\u306f\u3053\u306eevent_params\u3092SQL\u3092\u7528\u3044\u3066UNNEST\u53e5\u3067\u30d5\u30e9\u30c3\u30c8\u306a\u884c\u306b\u5909\u63db\u3057\u3001\u30a4\u30d9\u30f3\u30c8\u306e\u56de\u6570\u3092\u96c6\u8a08\u3059\u308b\u3053\u3068\u3067\u3001GA4\u4e0a\u306e\u30ec\u30dd\u30fc\u30c8\u3068\u540c\u4e00\u306e\u30ec\u30dd\u30fc\u30c8\u3084\u305d\u308c\u4ee5\u4e0a\u306e\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

UNNEST\u53e5\u306b\u3088\u308b\u30d5\u30e9\u30c3\u30c8\u306a\u884c\u3078\u306e\u5909\u63db\u306f\u3001SELECT\u53e5\u5185\u3067\u30b5\u30d6\u30af\u30a8\u30ea\u3092\u7528\u3044\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306aSQL\u3067\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

(SELECT value.int_value FROM UNNEST(event_params) AS params WHERE params.key = ‘ga_session_id’) AS ga_session_id<\/p>\n\n\n\n

\n

\u4e0a\u8a18\u306e\u4f8b\u3067\u306fevent_params\u3088\u308aga_session_id\u306e\u5024\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u5fdc\u7528\u3057\u3066\u3001\u4f8b\u3048\u3070\u30bb\u30c3\u30b7\u30e7\u30f3\u6bce\u306e\u30da\u30fc\u30b8\u30d3\u30e5\u30fc\u6570\u3092\u62bd\u51fa\u3059\u308b\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306aSQL\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n

\n

SELECT<\/p>\n\n\n\n

COUNT(*) AS pageviews,<\/p>\n\n\n\n

(SELECT value.int_value FROM UNNEST(event_params) AS params WHERE params.key = ‘ga_session_id’) AS ga_session_id,<\/p>\n\n\n\n

user_pseudo_id,<\/p>\n\n\n\n

FROM<\/p>\n\n\n\n

`xxx` #\u5bfe\u8c61\u306e\u30c6\u30fc\u30d6\u30eb<\/p>\n\n\n\n

WHERE<\/p>\n\n\n\n

event_name = ‘page_view’<\/p>\n\n\n\n

GROUP BY<\/p>\n\n\n\n

ga_session_id,<\/p>\n\n\n\n

user_pseudo_id<\/p>\n<\/div>\n\n\n\n

\u89e3\u8aac\uff1aWHERE\u53e5\u306eevent_name\u3067\u30da\u30fc\u30b8\u30d3\u30e5\u30fc\u30a4\u30d9\u30f3\u30c8\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3001GROUP BY\u53e5\u3067\u30bb\u30c3\u30b7\u30e7\u30f3ID\u5358\u4f4d\u306b\u306a\u308b\u3088\u3046\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3092\u884c\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u306a\u304auser_pseud_id\u3082GROUP BY\u53e5\u306b\u542b\u3081\u3066\u3044\u308b\u306e\u306f\u3001\u5b9f\u306fga_session_id\u306f\u305f\u3060\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3067\u3042\u308a\u3001\u4e00\u610f\u306b\u306a\u3089\u306a\u3044\u305f\u3081\u3001user_pseudo_id\u3068\u30bb\u30c3\u30c8\u306b\u3059\u308b\u3053\u3068\u3067\u4e00\u610f\u306e\u30bb\u30c3\u30b7\u30e7\u30f3ID\u3068\u306a\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081<\/h2>\n\n\n\n

GA4\u3068BigQuery\u306e\u9023\u643a\u65b9\u6cd5\u304b\u3089\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3044\u304b\u304c\u3067\u3057\u305f\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u304c\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u63b4\u3093\u3067\u3044\u305f\u3060\u304f\u4e00\u52a9\u3068\u306a\u308a\u307e\u3057\u305f\u3089\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u8a18\u4e8b\u4e2d\u306b\u8a18\u8f09\u306e\u3088\u3046\u306b\u3001BigQuery\u3078\u306e\u9023\u643a\u306f\u8a2d\u5b9a\u3092\u884c\u306a\u3063\u305f\u6642\u70b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3068\u306a\u308b\u305f\u3081\u3001\u65e9\u671f\u306e\u9023\u643a\u8a2d\u5b9a\u3092\u304a\u52e7\u3081\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u682a\u5f0f\u4f1a\u793eKUIX\u3067\u306f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3084\u5c0f\u898f\u6a21\u4f01\u696d\u69d8\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u91b8\u6210\u3057\u3001\u591a\u69d8\u306a\u30b1\u30fc\u30d1\u30d3\u30ea\u30c6\u30a3\u3067\u69d8\u3005\u306aIT\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a8\u9032\u3067\u304d\u307e\u3059\u3002MA\u30c4\u30fc\u30eb\u3001BI\u30c4\u30fc\u30eb\u306b\u77e5\u898b\u3092\u6301\u3063\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3054\u7d39\u4ecb\u53ef\u80fd\u3067\u3059\u306e\u3067\u3054\u691c\u8a0e\u306e\u969b\u306f\u662f\u975e\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\uff01\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u3053\u3061\u3089\u304b\u3089<\/a><\/p>\n\n\n

\n
\"\"<\/a><\/figure><\/div>\n\n\n

BigQuery\u306eSQL\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8<\/strong>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/p>\n\n\n

\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t
\"\"<\/figure><\/div>\t\t\t\t\t
\n\t\t\t\t\t\tGA4\uff08Google Analytics4\uff09\u306e\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01\u753b\u9762\u306e\u898b\u65b9\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u65b9\u6cd5\u307e\u3067<\/a>\n\t\t\t\t\t\tGA4\uff08Google Analytics4\uff09\u3092\u5c0e\u5165\u3057\u3066\u3001\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u8a2d\u7f6e\u306a\u3069\u8a08\u6e2c\u3092\u958b\u59cb\u3057\u305f\u3051\u3069\u3001 \u300c\u5177\u4f53\u7684\u306a\u30a2\u30af\u30bb\u30b9\u89e3\u6790\u306e\u3084\u308a\u65b9\u304c\u5206\u304b\u3089\u306a\u3044\u300d \u300c\u30ec\u30dd\u30fc\u30c8\u306f\u3069\u3046\u307f\u305f\u3089\u3044\u3044…<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>","protected":false},"excerpt":{"rendered":"

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