{"id":1799,"date":"2024-02-12T22:27:59","date_gmt":"2024-02-12T13:27:59","guid":{"rendered":"https:\/\/www.kuix.co.jp\/da-sys\/?p=1799"},"modified":"2024-02-16T10:34:43","modified_gmt":"2024-02-16T01:34:43","slug":"%e3%80%90%e5%ae%9f%e4%be%8b%e3%81%a4%e3%81%8d%e3%80%91ga4%e3%83%87%e3%83%bc%e3%82%bf%e3%81%b8%e3%81%aesql%e3%81%ae%e5%9f%ba%e6%9c%ac%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6","status":"publish","type":"post","link":"https:\/\/www.kuix.co.jp\/da-sys\/?p=1799","title":{"rendered":"\u3010\u5b9f\u4f8b\u3064\u304d\u3011GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n

BigQuery Export\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001Google\u306eDWH\u3067\u3042\u308bBigQuery\u3078\u306e\u30c7\u30fc\u30bf\u306e\u9023\u643a\u3092\u884c\u3063\u305f\u5f8c\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u305f\u308a\u3001\u5206\u6790\u7528\u306e\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u306fSQL\u3068\u3044\u3046\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u7528\u306e\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u6bd4\u3079\u308b\u3068\u899a\u3048\u308b\u3079\u304d\u4e8b\u306f\u5c11\u306a\u304f\u3001\u6982\u89b3\u3092\u77e5\u3063\u3066\u304a\u304f\u3060\u3051\u3067\u3082\u30c7\u30fc\u30bf\u5206\u6790\u3068\u3044\u3046\u6587\u8108\u306b\u304a\u3044\u3066\u5f79\u7acb\u3064\u5834\u9762\u306f\u591a\u3044\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u300cGA4\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u308b\u300d\u3068\u984c\u3057\u3066\u3001\u4e0b\u8a18\u306e\u51683\u56de\u306e\u5185\u3001
\u7b2c2\u56de\u76ee\u306eGA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002
\u9023\u8f09\u4e00\u89a7<\/strong>
\u7b2c1\u56de GA4\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3068\u9023\u643a\u65b9\u6cd5\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a>
\u7b2c2\u56de\u3010\u5b9f\u4f8b\u3064\u304d\u3011GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066<\/a><\/strong>
\u7b2c3\u56de GA4\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u5225\u306b\u5206\u6790\u3059\u308b\u65b9\u6cd5\u3092\u30b3\u30fc\u30c9\u4ed8\u304d\u3067\u89e3\u8aac\uff01<\/a><\/p>\n\n\n\n

GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u5b9f\u884c<\/h2>\n\n\n\n

BigQuery\u306b\u9023\u643a\u3057\u305fGA4\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066SQL\u306f\u3001
BigQuery\u753b\u9762 > \u5de6\u5074\u306e\u30c6\u30fc\u30d6\u30eb\u4e00\u89a7\u304b\u3089\u76ee\u7684\u306eGA4\u30c7\u30fc\u30bf\u306e\u30c6\u30fc\u30d6\u30eb\uff08analytics_XXX.events_\uff09\u3092\u9078\u629e > \u30af\u30a8\u30ea
\u3088\u308a\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

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

BigQuery\u306e\u30c9\u30e9\u30a4\u30e9\u30f3\u6a5f\u80fd\u306b\u3088\u308a\u3001\u53f3\u4e0a\u306b\u5b9f\u884c\u3059\u308bSQL\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u300c\u5b9f\u884c\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u524d\u306b\u60f3\u5b9a\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u91cf\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u5b9a\u984d\u3067\u306f\u306a\u304f\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6599\u91d1\u3067BigQuery\u3092\u5951\u7d04\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u5927\u4f53$5.00 per TB\uff08\u6bce\u67081TB\u307e\u3067\u306f\u7121\u6599\uff09\u306e\u5206\u6790\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

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

SQL\u3092\u5b9f\u884c\u3059\u308b\u969b\u306f\u3001DML\u3068\u3044\u3046\u30c7\u30fc\u30bf\u306e\u5185\u5bb9\u81ea\u4f53\u3092\u66f4\u65b0\u3057\u3066\u3057\u307e\u3046\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u5b9f\u884c\u3057\u306a\u3044\u3088\u3046\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002
DML\u306f\u3001INSERT\uff08\u65b0\u898f\u633f\u5165\uff09\u3001UPDATE\uff08\u66f4\u65b0\uff09\u3001DELETE\uff08\u524a\u9664\uff09\u306a\u3069\u306e\u53e5\u3067\u3059\u3002<\/p>\n\n\n\n

SQL\u4f5c\u6210\u306e\u4fbf\u5229\u30c4\u30fc\u30eb<\/h2>\n\n\n\n

SQL\u521d\u5b66\u8005\u306e\u65b9\u3084\u3001\u306a\u308b\u3079\u304f\u697d\u3092\u3057\u305f\u3044\u65b9\u306b\u306fSQL\u751f\u6210\u7cfb\u306e\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n

\u30fbGA4 SQL\uff08https:\/\/www.ga4sql.com\/<\/a>\uff09
\u4e0a\u8a18\u306fGA4\u5c02\u7528\u306eSQL\u751f\u6210\u30b5\u30fc\u30d3\u30b9\u3067\u3001Dimensions\u3084Metrics\u3001\u671f\u9593\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u5bfe\u5fdc\u3059\u308bSQL\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fbChatGPT\u306a\u3069\u751f\u6210AI\u306e\u5229\u7528
\u300cpagePath\u6bce\u306bPV\u6570\u3092\u96c6\u8a08\u3059\u308bSQL\u3092\u4f5c\u6210\u3057\u3066\u300d
\u306a\u3069\u76ee\u7684\u3092\u5165\u529b\u3057\u3066\u3001\u5927\u307e\u304b\u306aSQL\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c PART1<\/h2>\n\n\n\n

GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002
\u4e0b\u8a18\u306eSQL\u306fGA4\u30c7\u30fc\u30bf\u304b\u3089\u3001page_location\uff08\u30da\u30fc\u30b8URL\uff09\u6bce\u306ePV\u6570\u3092\u62bd\u51fa\u3059\u308bSQL\u3067\u3059\u3002<\/p>\n\n\n\n

SELECT
COUNT(*) AS pageviews,
CAST(CONCAT(LEFT(event_date,4),'-',RIGHT(LEFT(event_date,6),2),'-',RIGHT(event_date,2)) AS date) AS date,
(SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = 'page_location') AS page_location
FROM
analytics_XXX.events_*
WHERE
_TABLE_SUFFIX BETWEEN '20240101'
AND '20240103'
AND event_name = 'page_view'
GROUP BY
date,
page_location
ORDER BY
date ASC,
pageviews DESC<\/code><\/p>\n\n\n\n

SQL\u306fSELECT\u3084WHERE\u306a\u3069\u306e\u3044\u304f\u3064\u304b\u306e\u53e5\u306b\u3088\u3063\u3066\u6210\u308a\u7acb\u3061\u307e\u3059\u3002
\u305d\u308c\u305e\u308c\u306e\u53e5\u306e\u5f79\u5272\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

SELECT\u53e5\uff1a
SELECT\u53e5\u3067\u306f\u62bd\u51fa\u3059\u308b\u9805\u76ee\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

(SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = ‘page_location’) AS page_location
event_params\u3068\u3044\u3046\u9805\u76ee\u306f\u914d\u5217\u69cb\u9020\uff08\u8907\u6570\u884c\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u304c\uff11\u3064\u306e\u307e\u3068\u307e\u308a\u3068\u3057\u3066\uff11\u884c\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u69cb\u9020\uff09\u3068\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001UNNEST\u53e5\u3067\u30d5\u30e9\u30c3\u30c8\u5316\u3092\u884c\u308f\u306a\u3051\u308c\u3070\u3001page_location\u3068\u3044\u3046\u9805\u76ee\u3092\u62bd\u51fa\u3067\u304d\u307e\u305b\u3093\u3002
\u3053\u306e\u3088\u3046\u306a\u914d\u5217\u69cb\u9020\u306e\u9805\u76ee\u3092\u591a\u6570\u542b\u3093\u3067\u3044\u308b\u3053\u3068\u304cGA4\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3067\u3042\u308a\u3001\u96e3\u3057\u3055\u3067\u3059\u3002<\/p>\n\n\n\n

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

\u3053\u306eCOUNT()\u306f\u96c6\u8a08\u95a2\u6570\u3067\u3059\u3002date\u3001page_location\u3067GROUP BY\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30ab\u30a6\u30f3\u30c8\u3057\u3066PV\u6570\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u3000PART2<\/h2>\n\n\n\n

FROM\u53e5\uff1a
FROM\u53e5\u3067\u306f\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30fc\u30d6\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u300cevents_\u300d\u306e<\/em>\uff08\u30a2\u30b9\u30bf\u30ea\u30b9\u30af\uff09\u306fBigQuery\u3067\u306f\u30ef\u30a4\u30eb\u30c9\u30ab\u30fc\u30c9\u3092\u610f\u5473\u3057\u3066\u304a\u308a\u3001events_\u3068\u524d\u65b9\u4e00\u81f4\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u3092\u6307\u3057\u307e\u3059\u3002
GA4\u9023\u643a\u30c7\u30fc\u30bf\u306f\u300cevents_20240101\u300d\u306e\u3088\u3046\u306a\u65e5\u4ed8\u3067\u533a\u5207\u3089\u308c\u305f\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u306e\u3088\u3046\u306aFROM\u53e5\u3067\u306e\u30c6\u30fc\u30d6\u30eb\u6307\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

WHERE\u53e5\uff1a
WHERE\u53e5\u3067\u306f\u62bd\u51fa\u3059\u308b\u30c7\u30fc\u30bf\u306e\u6761\u4ef6\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

_TABLE_SUFFIX BETWEEN ‘20240101’ AND ‘20240103’<\/p>\n\n\n\n

\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u306e\u671f\u9593\u306e\u6307\u5b9a\u306f\u4e0a\u8a18\u306e\u3088\u3046\u306b_TABLE_SUFFIX BETWEEN XXX AND YYY \u3068\u3044\u3046\u5f62\u3067\u884c\u3044\u307e\u3059\u3002
\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u306e\u671f\u9593\u306e\u6307\u5b9a\u3092\u884c\u308f\u306a\u3044\u3068\u3001\u5168\u671f\u9593\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u5bfe\u8c61\u3068\u306a\u308a\u3001\u5206\u6790\u30c7\u30fc\u30bf\u91cf\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3088\u3046\u3002<\/p>\n\n\n\n

AND event_name = ‘page_view’<\/p>\n\n\n\n

\u8907\u6570\u6761\u4ef6\u3092\u8ffd\u52a0\u3059\u308b\u5834\u5408\u306f\u300cAND\uff08\u304b\u3064\uff09\u300d\u304b\u300cOR\uff08\u307e\u305f\u306f\uff09\u300d\u3067\u6761\u4ef6\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002
\u4eca\u56de\u306fPV\u6570\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u3001\u30a4\u30d9\u30f3\u30c8\u3092page_view\u30a4\u30d9\u30f3\u30c8\u306b\u7d5e\u3063\u3066\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

GROUP BY\u53e5\uff1a
GROUP BY\u53e5\u306f\u7279\u5b9a\u306e\u9805\u76ee\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3066\u96c6\u8a08\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

GROUP BY
date,
page_location<\/p>\n\n\n\n

\u4eca\u56de\u306fdate\uff08\u65e5\u4ed8\uff09\u3001page_location\uff08\u30da\u30fc\u30b8URL\uff09\u6bce\u306ePV\u6570\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u306e\uff12\u3064\u306e\u9805\u76ee\u3067GROUP BY\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

ORDER BY\u53e5\uff1a
ORDER BY\u53e5\u3067\u306f\u62bd\u51fa\u3057\u305f\u7d50\u679c\u306e\u30c7\u30fc\u30bf\u304c\u898b\u3084\u3059\u304f\u306a\u308b\u3088\u3046\u306b\u4e26\u3073\u66ff\u3048\uff08\u30bd\u30fc\u30c8\uff09\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

ORDER BY
date ASC,
pageviews DESC<\/p>\n\n\n\n

ASC\u306f\u6607\u9806\u30bd\u30fc\u30c8\u3001DESC\u306f\u964d\u9806\u30bd\u30fc\u30c8\u3067\u3059\u3002\u4eca\u56de\u306f\u65e5\u4ed8\u9806\u306b\u3001PV\u6570\u304c\u591a\u3044\u3082\u306e\u304b\u3089\u9806\u306b\u4e0a\u306b\u6765\u308b\u3088\u3046\u306b\u4e26\u3073\u66ff\u3048\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u3000PART3<\/h2>\n\n\n\n

\u3055\u3089\u306bSQL\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3092\u5de5\u592b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u30fb\u30da\u30fc\u30b8URL\u304c\u300chttps:\/\/XXX-jp.com\/product_detail\/\u300d\u304b\u3089\u59cb\u307e\u308b\u30c7\u30fc\u30bf\u306e\u307f\u62bd\u51fa\u3059\u308b
WHERE
(SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = 'page_location') LIKE 'https:\/\/XXX-jp.com\/product_detail\/%'<\/code>
LIKE\u306f\u90e8\u5206\u4e00\u81f4\u691c\u7d22\u3092\u884c\u3046\u53e5\u3067\u3059\u3002%\u306f\u30ef\u30a4\u30eb\u30c9\u30ab\u30fc\u30c9\u3067\u3042\u308a\u30010\u6587\u5b57\u4ee5\u4e0a\u306e\u4efb\u610f\u306e\u6587\u5b57\u5217\u3092\u6307\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001<\/p>\n\n\n\n

LIKE ‘https:\/\/XXX-jp.com\/product_detail\/%’
\u306f\u3001\u300chttps:\/\/XXX-jp.com\/product_detail\/\u300d\u3068\u524d\u65b9\u4e00\u81f4\u3059\u308b\u30c7\u30fc\u30bf\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fb\u30da\u30fc\u30b8URL\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u3092\u884c\u3046
SELECT
CASE
WHEN ( SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = 'page_location') LIKE 'https:\/\/XXX-jp.com\/product_detail\/%' THEN '\u5546\u54c1\u8a73\u7d30'
WHEN ( SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = 'page_location') LIKE 'https:\/\/XXX-jp.com\/search\/%' THEN '\u691c\u7d22\u30da\u30fc\u30b8'
WHEN REGEXP_CONTAINS(( SELECT value.string_value FROM UNNEST(event_params) AS params WHERE params.key = 'page_location'), 'https:\/\/XXX-jp.com\/$') THEN '\u30c8\u30c3\u30d7\u30da\u30fc\u30b8'
ELSE
'\u305d\u306e\u4ed6'
END
AS page_location<\/code>
\u30da\u30fc\u30b8URL\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30ab\u30c6\u30b4\u30ea\u5206\u3051\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306aCASE\u53e5\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002
REGEXP_CONTAINS()\u306f\u6b63\u898f\u8868\u73fe\u3092\u7528\u3044\u305f\u30d1\u30bf\u30fc\u30f3\u4e00\u81f4\u3067\u3001\u4e0a\u8a18\u306e\u5834\u5408\u3001’https:\/\/XXX-jp.com\/’\u3068\u4e00\u81f4\u3059\u308b\u3068\u3044\u3046\u6761\u4ef6\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306bSQL\u306e\u53e5\u3084\u95a2\u6570\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u3088\u308a\u76ee\u7684\u306b\u5373\u3057\u305f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

SQL\u3067\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306e\u5229\u7528<\/h2>\n\n\n\n

SQL\u3067\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u300c\u7d50\u679c\u3092\u4fdd\u5b58\u300d\u3088\u308aCSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001BigQuery\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u7b49\u306e\u64cd\u4f5c\u304c\u884c\u3048\u307e\u3059\u3002
\u3053\u306e\u3088\u3046\u306bSQL\u306e\u7d50\u679c\u3092\u5225\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u8005\u304c\u5171\u7528\u3067\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u4f5c\u6210\u3084\u3001\u5206\u6790\u7d50\u679c\u306e\u53ef\u8996\u5316\u3001\u5171\u6709\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

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

\u300cGA4\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u308b\u300d\u306e\u7b2c\uff12\u56de\u3068\u3057\u3066\u3001GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002
SQL\u3092\u5b66\u3076\u3068\u3001\u81ea\u7136\u3068\u30c7\u30fc\u30bf\u3084\u30c7\u30fc\u30bf\u69cb\u9020\u3078\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u3001\u63a2\u7d22\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u305f\u308a\u3001\u69d8\u3005\u306a\u30ab\u30c3\u30c8\u3067\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u5b9f\u611f\u3092\u5f97\u3089\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002
\u6700\u521d\u306f\u3001\u914d\u5217\u69cb\u9020\u306e\u9805\u76ee\u3092\u542b\u3093\u3067\u3044\u305f\u308a\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5316\u3055\u308c\u3066\u3044\u308bGA4\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u96e3\u3057\u3044\u5370\u8c61\u3092\u6301\u3064\u3053\u3068\u3082\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u7c21\u5358\u306aSQL\u306e\u69cb\u6587\u304b\u3089\u5c11\u3057\u305a\u3064\u6163\u308c\u3066\u3044\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u7b2c3\u56de\u3067\u306fSQL\u3067\u306e\u5206\u6790\u3084\u3001BI\u30c4\u30fc\u30eb\u3078\u306e\u9023\u643a\u306a\u3069\u5206\u6790\u306b\u3064\u3044\u3066\u3088\u308a\u5b9f\u8df5\u7684\u306a\u5185\u5bb9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u305d\u3061\u3089\u3082\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u9023\u8f09\u4e00\u89a7<\/strong>
\u7b2c1\u56de GA4\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3068\u9023\u643a\u65b9\u6cd5\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a>
\u7b2c2\u56de\u3010\u5b9f\u4f8b\u3064\u304d\u3011GA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u57fa\u672c\u306b\u3064\u3044\u3066<\/a><\/strong>
\u7b2c3\u56de GA4\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u5225\u306b\u5206\u6790\u3059\u308b\u65b9\u6cd5\u3092\u30b3\u30fc\u30c9\u4ed8\u304d\u3067\u89e3\u8aac\uff01<\/a><\/p>\n\n\n\n

KUIX\u3067\u306f\u305f\u3060\u5c0e\u5165\u30fb\u958b\u767a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5c0e\u5165\u5f8c\u306e\u5229\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u306b\u7740\u773c\u3057\u305f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30fbDWH\u30fb\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u30fbBI\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\u30fb\u5c0e\u5165\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3001\u904b\u7528\u3001\u5553\u8499\u30fb\u5c55\u958b\u307e\u3067\u30c8\u30fc\u30bf\u30eb\u306e\u30b3\u30f3\u30b5\u30eb\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002
\u300c\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\/\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\/DWH\/BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u305f\u3044\u300d
\u300c\u3059\u3067\u306b\u5c0e\u5165\u3057\u3066\u3044\u308b\u304c\u30c7\u30fc\u30bf\u6d3b\u7528\u3001\u5c55\u958b\u304c\u9032\u3093\u3067\u3044\u306a\u3044\u300d\u306a\u3069
\u304a\u56f0\u308a\u306e\u65b9\u306f\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\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

\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\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u5225\u306b\u5206\u6790\u3059\u308b\u65b9\u6cd5\u3092\u30b3\u30fc\u30c9\u4ed8\u304d\u3067\u89e3\u8aac\uff01<\/a>\n\t\t\t\t\t\t\u524d\u56de\u306e\u8a18\u4e8b\u3067SQL\u306e\u57fa\u672c\u3001UNNEST\u3084_TABLE_SUFFIX\u306a\u3069\u306eGA4\u30c7\u30fc\u30bf\u3078\u306eSQL\u306e\u983b\u51fa\u53e5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u6b21\u306f\u4e00\u6b69\u9032\u3093\u3067\u3001GA4\u30c7\u30fc\u30bf\u3092\u5177\u4f53\u7684\u306a\u76ee\u7684\u3092\u6301\u3063\u3066\u5206\u6790\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002…<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\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\u3068BigQuery\u3092\u9023\u643a\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3068\u9023\u643a\u65b9\u6cd5\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a>\n\t\t\t\t\t\t2023\u5e747\u6708\u306bGoogle\u306e\u30a2\u30af\u30bb\u30b9\u89e3\u6790\u30c4\u30fc\u30eb\u3001Google Analytics\u306fUA\u304b\u3089GA4\u3078\u5b8c\u5168\u306b\u79fb\u884c\u3057\u307e\u3057\u305f\u3002GA4\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u3064\u3044\u3066\u3001\u8abf\u67fb\u3001\u5b9f\u8df5\u3092\u9032\u3081\u3089\u308c\u3066\u3044\u308b\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044…<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n

\"\"<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

BigQuery Export\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001Google\u306eDWH\u3067\u3042\u308bBigQuery\u3078\u306e\u30c7\u30fc\u30bf\u306e\u9023\u643a\u3092\u884c\u3063\u305f\u5f8c\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u305f\u308a\u3001\u5206\u6790\u7528\u306e\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u306fSQL\u3068\u3044\u3046\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u7528\u306e\u8a00 […]<\/p>\n","protected":false},"author":5,"featured_media":1805,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[7],"tags":[],"_links":{"self":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/1799"}],"collection":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1799"}],"version-history":[{"count":10,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/1799\/revisions"}],"predecessor-version":[{"id":1835,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/1799\/revisions\/1835"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/media\/1805"}],"wp:attachment":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1799"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1799"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}