{"id":635,"date":"2024-01-09T12:05:42","date_gmt":"2024-01-09T03:05:42","guid":{"rendered":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/?p=635"},"modified":"2024-09-27T17:21:50","modified_gmt":"2024-09-27T08:21:50","slug":"005","status":"publish","type":"post","link":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/ga4\/005\/","title":{"rendered":"\u3010GA4\u3011Looker Studio\u3068BigQuery\u3092\u4f7f\u3044\u3053\u306a\u3059\uff5c\u57fa\u672c\u6307\u6a19 \u203b\u7121\u6599\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3042\u308a"},"content":{"rendered":"\n
\n

\u3053\u306e\u8a18\u4e8b\u304c\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/h3>\n\n\n\n
    \n
  1. GA4\u306e\u57fa\u672c\u6307\u6a19\u3092BigQuery\u3067\u52a0\u5de5\u3057\u3066Looker Studio\u3067\u898b\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u65b9\u6cd5\u304c\u308f\u304b\u308b<\/strong><\/li>\n\n\n\n
  2. Looker Studio\u306e\u7121\u6599\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u624b\u306b\u5165\u308b<\/strong><\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n

    \u306f\u3058\u3081\u306b<\/h2>\n\n\n\n

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

    \n\n
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    \n
    Looker Studio <\/div>\n
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    \u3000<\/p>\n\n\n\n

    \n

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    BigQuery\u3092\u4f7f\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n

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    \u2462\u30c7\u30fc\u30bf\u9023\u643a\u306b\u5f37\u3044<\/mark><\/strong>
    SQL\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002\u672c\u6765\u3067\u3042\u308c\u3070\u30d0\u30e9\u30d0\u30e9\u306b\u3057\u304b\u53ef\u8996\u5316\u3067\u304d\u306a\u304b\u3063\u305f\u5e83\u544a\u30c7\u30fc\u30bf\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4e00\u74b0\u3057\u305f\u884c\u52d5\u3068\u3057\u3066\u30ea\u30c3\u30c1\u306a\u5206\u6790\u3092\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

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

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    \u30ec\u30dd\u30fc\u30c8\u6982\u8981<\/h2>\n\n\n\n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n\n\n\n

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    C PV\u30fb\u30a4\u30d9\u30f3\u30c8\u5b9f\u7e3e<\/strong>
    \u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u91cf\u3092\u6e2c\u308b\u30b0\u30e9\u30d5\u3067\u3059\u3002
    GA4\u306e\u6a19\u6e96\u30ec\u30dd\u30fc\u30c8\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u300e\u6982\u8981\u300f\u3068\u540c\u69d8\u306e\u5185\u5bb9\u3067\u3059\u3002<\/p>\n\n\n\n

    D \u53ce\u76ca\u5b9f\u7e3e<\/strong>
    \u30b5\u30a4\u30c8\u306e\u53ce\u76ca\u3092\u6e2c\u308b\u305f\u3081\u306e\u30b0\u30e9\u30d5\u3067\u3059\u3002
    GA4\u306e\u6a19\u6e96\u30ec\u30dd\u30fc\u30c8\u3001\u53ce\u76ca\u5316\u300e\u6982\u8981\u300f\u3068\u540c\u69d8\u306e\u5185\u5bb9\u3067\u3059\u3002

    E \u8cfc\u5165\u8005\u6570\u5b9f\u7e3e<\/strong>
    \u30b5\u30a4\u30c8\u306e\u8cfc\u5165\u8005\u6570\u3092\u6e2c\u308b\u305f\u3081\u306e\u30b0\u30e9\u30d5\u3067\u3059\u3002
    GA4\u306e\u6a19\u6e96\u30ec\u30dd\u30fc\u30c8\u3001\u53ce\u76ca\u5316\u300e\u6982\u8981\u300f\u3068\u540c\u69d8\u306e\u5185\u5bb9\u3067\u3059\u3002<\/p>\n\n\n\n

    \u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u308a\u65b9<\/h2>\n\n\n\n

    \u305d\u308c\u3067\u306f\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u308a\u65b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306f\u30b3\u30d4\u30fc\u3057\u3066\u304a\u4f7f\u3044\u3044\u305f\u3060\u3051\u308b\u306e\u3067\u3059\u304c\u3001Looker Studio\u3092\u3054\u81ea\u8eab\u306e\u30b9\u30ad\u30eb\u3068\u3057\u3066\u8eab\u306b\u3064\u3051\u305f\u3044\u65b9\u306f\u3001\u662f\u975e\u3053\u308c\u304b\u3089\u89e3\u8aac\u3059\u308b\u4f5c\u308a\u65b9\u3092\u3054\u89a7\u3044\u305f\u3060\u304d\u306a\u304c\u3089\u3001\u5bb6\u5177\u3067\u3082\u7d44\u307f\u7acb\u3066\u308b\u3088\u3046\u306a\u611f\u899a\u3067\u4f5c\u6210\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

    1.\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u8ffd\u52a0\u3059\u308b<\/mark><\/h3>\n\n\n\n

    \u30ec\u30dd\u30fc\u30c8\u3092\u65b0\u898f\u4f5c\u6210\u3059\u308b\u3068\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u629e\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u3002
    \u300eBigQuery\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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

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

    \u300e\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u300f\u3092\u9078\u629e\u3002\u8ab2\u91d1\u5bfe\u8c61\u3068\u3057\u3066\u8a2d\u5b9a\u3057\u305f\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8ID\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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

    \u3053\u3053\u307e\u3067\u306e\u8a2d\u5b9a\u304c\u5b8c\u4e86\u5f8c\u3001\u4e0b\u8a18\u3067\u3054\u7d39\u4ecb\u3059\u308b\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u8a2d\u5b9a\u3057\u305f\u8ab2\u91d1PJ\u3092\u901a\u3058\u3066Google\u306e\u30c7\u30e2\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u96c6\u8a08\u3057\u307e\u3059\u3002
    \u203bBigQuery\u306b\u4f5c\u6210\u3057\u305f\u96c6\u8a08\u6e08\u30c7\u30fc\u30bf\u3092\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u304c\u4e00\u822c\u7684\u3067\u3059\u304c\u3001\u4eca\u56de\u306fLooker Studio\u306e\u30c4\u30fc\u30eb\u5185\u3067\u4f5c\u696d\u5b8c\u7d50\u3067\u304d\u308b\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002

    \u57fa\u672c\u6307\u6a19\u53ef\u8996\u5316\u306e\u305f\u3081\u306eSQL\u30af\u30a8\u30ea<\/mark><\/strong>\u3092\u305d\u306e\u307e\u307e\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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

    \u57fa\u672c\u6307\u6a19\u53ef\u8996\u5316\u306e\u305f\u3081\u306eSQL\u30af\u30a8\u30ea<\/mark><\/strong>
    \uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u51e6\u7406\u3092\u6700\u4f4e\u9650\u306b\u3059\u308b\u305f\u3081\u30017\u65e5\u9593\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\uff09<\/mark><\/p>\n\n\n

    \n--\u2460\u30bb\u30c3\u30b7\u30e7\u30f3\u00d7\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306e\u5404\u7a2e\u5b9f\u7e3e\uff08\u8cfc\u8cb7\u306f\u9664\u304f\uff09\nWITH user_performance_by_session AS\n(\nSELECT\n event_date\n ,session_user_id\n ,user_pseudo_id\n ,MIN(ga_session_number) AS ga_session_number\n ,COUNT(event_name) AS cnt_event_name\n ,SUM(IF(event_name IN ('page_view','screen_view'),1,0)) AS sum_pv\n ,SUM(IF(event_name IN ('add_to_cart','begin_checkout','first_visit','Membership','predict_ltv_payer','predicted_top_spenders','purchase','qualified_visit','view_cart','view_item'),1,0)) AS sum_cv\n ,SUM(engagement_time_msec) AS engagement_time_msec\n ,MAX(session_engaged_flg) AS session_engaged_flg\n ,MAX(IF(event_name='first_visit',1,0)) AS first_visit_flg\nFROM\n (\n  SELECT\n   CAST(FORMAT_TIMESTAMP('%Y-%m-%d',TIMESTAMP_MICROS(event_timestamp),'Asia\/Tokyo') as DATE) AS event_date\n   ,CONCAT(user_pseudo_id,'-',CAST((SELECT ep.value.int_value FROM UNNEST(event_params) AS ep WHERE ep.key='ga_session_id')AS STRING)) AS session_user_id\n   ,user_pseudo_id\n   ,(SELECT ep.value.int_value FROM UNNEST(event_params) AS ep WHERE ep.key='ga_session_number') AS ga_session_number\n   ,(SELECT ep.value.int_value FROM UNNEST(event_params) AS ep WHERE ep.key='engagement_time_msec') AS engagement_time_msec\n   ,event_name\n   ,(SELECT ep.value.string_value FROM UNNEST(event_params) AS ep WHERE ep.key='session_engaged') AS session_engaged_flg\n  FROM `bigquery-public-data.ga4_obfuscated_sample_ecommerce.events_*`\n  WHERE _TABLE_SUFFIX > '20210124'\n )\nGROUP BY 1,2,3\n)\n\n--\u2461\u30e6\u30fc\u30b6\u30fc\u00d7\u30bb\u30c3\u30b7\u30e7\u30f3\u3054\u3068\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u8cfc\u8cb7\u5b9f\u7e3e\n,user_purchase_performance_by_session AS\n(\nSELECT\n CONCAT(user_pseudo_id,'-',CAST((SELECT ep.value.int_value FROM UNNEST(event_params) AS ep WHERE ep.key='ga_session_id')AS STRING)) AS session_user_id\n ,user_pseudo_id\n ,SUM(items.item_revenue) AS sales_amount\n,1 AS purchase_flg\nFROM `bigquery-public-data.ga4_obfuscated_sample_ecommerce.events_*`\n ,UNNEST(items) AS items\nWHERE\n _TABLE_SUFFIX > '20210124'\n  AND\n event_name ='purchase'\n  AND\n  item_revenue IS NOT NULL\nGROUP BY 1,2\n)\n\n--\u2462\u30e6\u30fc\u30b6\u30fc\u306e\u521d\u56de\u8cfc\u8cb7\u65e5\n,user_first_purchase AS\n(\nSELECT\n user_pseudo_id\n ,MIN(CAST(FORMAT_TIMESTAMP('%Y-%m-%d',TIMESTAMP_MICROS(event_timestamp),'Asia\/Tokyo') as DATE)) AS first_purchase_date\nFROM `bigquery-public-data.ga4_obfuscated_sample_ecommerce.events_*`\nWHERE event_name = 'purchase'\nGROUP BY 1\n)\n\n--\u2460\u2461\u2462\u306e\u7d50\u5408\nSELECT\n t1.event_date\n ,t1.session_user_id\n ,t1.user_pseudo_id\n ,t1.ga_session_number\n ,t1.cnt_event_name\n ,t1.sum_pv\n ,t1.sum_cv\n ,IFNULL(t1.engagement_time_msec,0)\/1000 AS engagement_time_msec\n ,IFNULL(t2.sales_amount,0) AS sales_amount\n ,t1.session_engaged_flg\n ,IFNULL(t2.purchase_flg,0) AS purchase_flg\n ,t1.first_visit_flg\n ,t3.first_purchase_date\nFROM user_performance_by_session t1\n LEFT JOIN user_purchase_performance_by_session AS t2\n  ON t1.session_user_id = t2.session_user_id\n  AND t1.user_pseudo_id = t2.user_pseudo_id\n LEFT JOIN user_first_purchase t3\n  ON t1.user_pseudo_id = t3.user_pseudo_id\n<\/pre><\/div><\/div><\/div>\n\n\n\n
    2.\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u5909\u66f4\u3059\u308b<\/mark><\/h3>\n\n\n\n
    \u30ec\u30dd\u30fc\u30c8\u306e\u80cc\u666f<\/mark><\/strong>
    \u300e\u30c6\u30fc\u30de\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u300f<\/strong>\u304b\u3089\u300e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002
    \u80cc\u666f\u8272\u309216\u9032\u6570\u300e#f8f9fa\u300f<\/strong>\u306b\u5909\u66f4<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30ad\u30e3\u30f3\u30d0\u30b9\u30b5\u30a4\u30ba<\/mark><\/strong>
    \u300e\u30c6\u30fc\u30de\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u300f<\/strong>\u304b\u3089\u300e\u30ec\u30a4\u30a2\u30a6\u30c8\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
    \u30b5\u30a4\u30ba\u3092\u300e\u5e451500\u00d7\u9ad8\u3055900\u300f<\/strong>\u306b\u5909\u66f4<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    <\/p>\n\n\n\n
    3.\u30dc\u30bf\u30f3\u30fb\u30d5\u30a3\u30eb\u30bf\u3092\u4f5c\u6210\u3059\u308b<\/mark><\/h3>\n\n\n\n
    \u2460\u30ec\u30dd\u30fc\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/mark><\/strong>
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    \u300e\u30ec\u30dd\u30fc\u30c8\u306e\u64cd\u4f5c\u300f<\/strong>\u2192\u300e\u30ec\u30dd\u30fc\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u300f<\/strong>\u306b\u8a2d\u5b9a<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u300e\u65b0\u898f\u30dc\u30bf\u30f3\u300f<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300e\u30ec\u30dd\u30fc\u30c8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u300f<\/strong>\u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002
    \u300e\u30b9\u30bf\u30a4\u30eb\u300f<\/strong>\u2192\u6587\u5b57\u30b5\u30a4\u30ba\u3092\u300e14px\u300f<\/strong>\u3001\u80cc\u666f\u3092\u300e\u767d\u300f<\/strong>\u306b\u5909\u66f4
    \u300e\u67a0\u7dda\u306b\u5f71\u3092\u4ed8\u3051\u308b\u300f<\/strong>\u3092\u9078\u629e<\/p>\n\n\n\n
    \n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n
    \u2461\u671f\u9593\u30d5\u30a3\u30eb\u30bf<\/mark><\/strong>
    \u300e\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u8ffd\u52a0\u300f<\/strong>\u304b\u3089\u300e\u671f\u9593\u8a2d\u5b9a\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002
    \u4eca\u56de\u306e\u30af\u30a8\u30ea\u3067\u96c6\u8a08\u3057\u3066\u3044\u308b\u671f\u9593\u306f2021\u5e741\u670825\u65e5~1\u670831\u65e5\u306e\u4e00\u9031\u9593\u3067\u3059\u3002<\/p>\n\n\n\n
    4.\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b<\/mark><\/h3>\n\n\n\n
    A \u7dcf\u5408\u30b5\u30de\u30ea<\/mark><\/strong><\/p>\n\n\n\n
    \"\"<\/figure>\n\n\n\n

    \u30fb\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc<\/mark><\/strong>
    \u300e\u30b0\u30e9\u30d5\u3092\u8ffd\u52a0\u300f<\/strong>\u304b\u3089\u300e\u30b9\u30b3\u30a2\u30ab\u30fc\u30c9\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n
    \n\u6307\u6a19\uff1aIF(session_engaged_flg="1" OR first_visit_flg=1 OR engagement_time_msec>0,user_pseudo_id,NULL)\n<\/pre><\/div>\n\n\n
    \u6587\u5b57\u30b5\u30a4\u30ba\uff1a\u300e24px\u300f<\/strong>
    \u6587\u5b57\u914d\u7f6e\uff1a\u3059\u3079\u3066\u4e2d\u592e<\/strong><\/p>\n\n\n\n
    \n
    \n
    \"\"<\/figure>\n<\/div><\/div>\n\n\n\n
    \n
    \"\"<\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n
    \u30fb\u30a4\u30d9\u30f3\u30c8\u6570<\/mark><\/strong>
    \u6307\u6a19\uff1acnt_event_name<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3<\/mark><\/strong>
    \u6307\u6a19\uff1asum_cv<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u65b0\u898f\u30e6\u30fc\u30b6\u30fc\u6570<\/mark><\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aIF(ga_session_number=1,user_pseudo_id,NULL)\n<\/pre><\/div>\n\n\n
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/mark><\/strong>
    \u30b0\u30e9\u30d5\u306e\u7a2e\u985e\uff1a\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/strong>
    \u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1aevent_date<\/strong>
    \u6307\u6a19\uff1a\u4e0b\u8a18\u3092\u53c2\u7167\uff08\u4e0a\u8a18\u3067\u8a2d\u5b9a\u3057\u305f\u6307\u6a19\u3092\u518d\u5ea6\u8a2d\u5b9a\u3057\u307e\u3059\uff09<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30b9\u30bf\u30a4\u30eb\uff1a\u7cfb\u5217\uff11\uff08\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff12\uff08\u30a4\u30d9\u30f3\u30c8\uff09\u306e\u8ef8\u3092\u53f3<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff13\uff08\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff14\uff08\u65b0\u898f\u30e6\u30fc\u30b6\u30fc\u6570\uff09\u306e\u8ef8\u3092\u5de6<\/strong><\/p>\n\n\n\n


    \u30fb\u80cc\u666f<\/mark><\/strong>
    \u7dcf\u5408\u30b5\u30de\u30ea<\/strong>\u3068\u540c\u3058

    B \u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u5b9f\u7e3e<\/mark><\/strong><\/p>\n\n\n\n
    \"\"<\/figure>\n\n\n\n

    \u30fb\u5e73\u5747\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u6642\u9593<\/mark><\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aSUM(engagement_time_msec)\/COUNT_DISTINCT(IF(session_engaged_flg="1" OR first_visit_flg=1 OR engagement_time_msec>0,user_pseudo_id,NULL))\n<\/pre><\/div>\n\n\n
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u30a8\u30f3\u30b2\u30fc\u30b8\u306e\u3042\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u6570<\/mark>\u3000\u203b\uff11\u30a2\u30af\u30c6\u30a3\u30d6 \u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u306e\u5e73\u5747<\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aCOUNT_DISTINCT(IF(session_engaged_flg="1",session_user_id,NULL))\/COUNT_DISTINCT(IF(session_engaged_flg="1" OR first_visit_flg=1 OR engagement_time_msec>0,user_pseudo_id,NULL))\n<\/pre><\/div>\n\n\n
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u3042\u305f\u308a\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u6642\u9593<\/mark><\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aSUM(engagement_time_msec)\/COUNT_DISTINCT(session_user_id)\n<\/pre><\/div>\n\n\n
    \u203b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3092\u6301\u7d9a\u6642\u9593\uff08\u79d2\uff09\u306b\u5909\u66f4
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/mark><\/strong>
    \u30b0\u30e9\u30d5\u306e\u7a2e\u985e\uff1a\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/strong>
    \u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1aevent_date<\/strong>
    \u6307\u6a19\uff1a\u4e0b\u8a18\u3092\u53c2\u7167\uff08\u4e0a\u8a18\u3067\u8a2d\u5b9a\u3057\u305f\u6307\u6a19\u3092\u518d\u5ea6\u8a2d\u5b9a\u3057\u307e\u3059\uff09<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30b9\u30bf\u30a4\u30eb\uff1a\u7cfb\u5217\uff11\uff08\u5e73\u5747\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u6642\u9593\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff12\uff08\u30a8\u30f3\u30b2\u30fc\u30b8\u306e\u3042\u3063\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\uff09\u306e\u8ef8\u3092\u53f3<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff13\uff08\u30bb\u30c3\u30b7\u30e7\u30f3\u3042\u305f\u308a\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u6642\u9593\uff09\u306e\u8ef8\u3092\u5de6<\/strong>

    \u30fb\u80cc\u666f<\/mark><\/strong>
    \u7dcf\u5408\u30b5\u30de\u30ea<\/strong>\u3068\u540c\u3058

    C PV\u30fb\u30a4\u30d9\u30f3\u30c8\u5b9f\u7e3e<\/mark><\/strong><\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30fb\u8868\u793a\u56de\u6570<\/mark><\/strong>
    \u6307\u6a19\uff1asum_pv<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u30a4\u30d9\u30f3\u30c8\u6570<\/mark><\/strong>
    \u6307\u6a19\uff1acnt_event_name<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/mark><\/strong>
    \u30b0\u30e9\u30d5\u306e\u7a2e\u985e\uff1a\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/strong>
    \u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1aevent_date<\/strong>
    \u6307\u6a19\uff1a\u4e0b\u8a18\u3092\u53c2\u7167\uff08\u4e0a\u8a18\u3067\u8a2d\u5b9a\u3057\u305f\u6307\u6a19\u3092\u518d\u5ea6\u8a2d\u5b9a\u3057\u307e\u3059\uff09<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30b9\u30bf\u30a4\u30eb\uff1a\u7cfb\u5217\uff11\uff08\u8868\u793a\u56de\u6570\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff12\uff08\u30a4\u30d9\u30f3\u30c8\u6570\uff09\u306e\u8ef8\u3092\u5de6<\/strong>

    \u30fb\u80cc\u666f<\/mark><\/strong>
    \u7dcf\u5408\u30b5\u30de\u30ea<\/strong>\u3068\u540c\u3058

    D \u53ce\u76ca\u5b9f\u7e3e<\/mark><\/strong><\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30fb\u5408\u8a08\u53ce\u76ca<\/mark><\/strong>
    \u6307\u6a19\uff1asales_amount<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570<\/strong>\u3068\u540c\u3058

    \u30fb\u8cfc\u5165\u306b\u3088\u308b\u53ce\u76ca<\/mark><\/strong>
    \u6307\u6a19\uff1asales_amount<\/strong>
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570<\/strong>\u3068\u540c\u3058

    \u30fb\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/mark><\/strong>
    \u30b0\u30e9\u30d5\u306e\u7a2e\u985e\uff1a\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/strong>
    \u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1aevent_date<\/strong>
    \u6307\u6a19\uff1a\u4e0b\u8a18\u3092\u53c2\u7167\uff08\u4e0a\u8a18\u3067\u8a2d\u5b9a\u3057\u305f\u6307\u6a19\u3092\u518d\u5ea6\u8a2d\u5b9a\u3057\u307e\u3059\uff09<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30b9\u30bf\u30a4\u30eb\uff1a\u7cfb\u5217\uff11\uff08\u5408\u8a08\u53ce\u76ca\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff12\uff08\u8cfc\u5165\u306b\u3088\u308b\u53ce\u76ca\uff09\u306e\u8ef8\u3092\u5de6<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff13\uff08\u5e83\u544a\u53ce\u5165\u5408\u8a08\uff09\u306e\u8ef8\u3092\u5de6<\/strong>

    \u30fb\u80cc\u666f<\/mark><\/strong>
    \u7dcf\u5408\u30b5\u30de\u30ea<\/strong>\u3068\u540c\u3058

    E \u8cfc\u5165\u8005\u5b9f\u7e3e<\/mark><\/strong><\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n

    \u30fb\u7dcf\u8cfc\u5165\u8005\u6570<\/mark><\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aIF(purchase_flg=1,user_pseudo_id,NULL)\n<\/pre><\/div>\n\n\n
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u521d\u56de\u8cfc\u5165\u8005\u6570<\/mark><\/strong><\/p>\n\n\n
    \n\u6307\u6a19\uff1aIF(event_date=first_purchase_date AND purchase_flg=1,user_pseudo_id,NULL)\n<\/pre><\/div>\n\n\n
    \u6307\u6a19\u4ee5\u5916\u306e\u8a2d\u5b9a\u306f\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u540c\u3058

    \u30fb\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/mark><\/strong>
    \u30b0\u30e9\u30d5\u306e\u7a2e\u985e\uff1a\u6642\u7cfb\u5217\u30b0\u30e9\u30d5<\/strong>
    \u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\uff1aevent_date<\/strong>
    \u6307\u6a19\uff1a\u4e0b\u8a18\u3092\u53c2\u7167\uff08\u4e0a\u8a18\u3067\u8a2d\u5b9a\u3057\u305f\u6307\u6a19\u3092\u518d\u5ea6\u8a2d\u5b9a\u3057\u307e\u3059\uff09<\/p>\n\n\n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \u30b9\u30bf\u30a4\u30eb\uff1a\u7cfb\u5217\uff11\uff08\u7dcf\u8cfc\u5165\u8005\u6570\uff09\u306e\u8ef8\u3092\u53f3<\/strong>
    \u3000\u3000\u3000\u3000\u3000\u7cfb\u5217\uff12\uff08\u521d\u56de\u8cfc\u5165\u8005\u6570\uff09\u306e\u8ef8\u3092\u53f3<\/strong><\/p>\n\n\n\n
    \u30fb\u80cc\u666f<\/mark><\/strong>
    \u7dcf\u5408\u30b5\u30de\u30ea<\/strong>\u3068\u540c\u3058<\/p>\n\n\n\n
    \u30ec\u30dd\u30fc\u30c8\u306e\u7121\u6599\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h2>\n\n\n\n
    \u4e0a\u8a18\u3067\u7d39\u4ecb\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u7121\u6599\u3067\u914d\u5e03\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
    \n
    \u7121\u6599\u914d\u5e03\u3057\u3066\u3044\u308b\u30ec\u30dd\u30fc\u30c8\u306e\u4e00\u4f8b\u3067\u3059<\/mark><\/strong>
    \u30af\u30ea\u30c3\u30af\u62e1\u5927 \u53ef<\/mark><\/p>\n\n\n\n
    \n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n
    \n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n
    \n
    Looker Studio \u30ec\u30dd\u30fc\u30c8(\u7121\u6599)\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n
    <\/p>\n\n\n\n
    \u203b\u3054\u81ea\u8eab\u306eBigQuery\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308bGA4\u30c7\u30fc\u30bf\u3092\u95b2\u89a7\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30af\u30a8\u30ea\u306e\u66f8\u304d\u63db\u3048\u304c\u5fc5\u8981\u3067\u3059\u3002
    \u203bBigQuery\u306e\u5229\u7528\u306b\u3064\u3044\u3066\u306f\u8ab2\u91d1\u767a\u751f\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
    \u30c7\u30fc\u30bf\u5206\u6790\u306fDX-Accelerator\u306b\u304a\u4efb\u305b\u304f\u3060\u3055\u3044<\/h2>\n\n\n\n
    \u4eca\u56de\u306fEC\u30b5\u30a4\u30c8\u306e\u57fa\u672c\u6307\u6a19\u3092BigQuery\u3068Looker Studio\u3092\u4f7f\u7528\u3057\u3066\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
    BigQuery\u3092\u4f7f\u7528\u3059\u308b\u5206\u3001\u8a2d\u5b9a\u304c\u96e3\u3057\u3044\u5834\u9762\u304c\u3042\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002SQL\u30af\u30a8\u30ea\u3092\u4e00\u3064\u3068\u3063\u3066\u3082\u3001\u5206\u6790\u8005\u306e\u610f\u56f3\u306b\u6cbf\u3063\u3066\u30af\u30a8\u30ea\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u9069\u5207\u306a\u30c7\u30fc\u30bf\u4eba\u6750\u306e\u5185\u88fd\u5316\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u307e\u305a\u306f\u4eba\u6750\u63a2\u3057\u304b\u3089\u59cb\u307e\u3063\u3066\u5206\u6790\u307e\u3067\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u306f\u958b\u304f\u3070\u304b\u308a\u3067\u3059\u3002\u9023\u52d5\u3057\u3066\u65bd\u7b56\u5b9f\u884c\u3082\u5f8c\u308d\u5012\u3057\u306b\u306a\u308a\u307e\u3059\u3002

    \u307e\u305f\u3001\u3053\u308c\u307e\u3067\u306b\u6570\u591a\u304f\u306e\u304a\u5ba2\u3055\u307e\u3068\u304a\u53d6\u7d44\u307f\u3092\u5b9f\u73fe\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3088\u304f\u3042\u308b\u8ab2\u984c\u3068\u3057\u3066\u3001\u672c\u6765\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u7bc9\u306b\u30c1\u30ab\u30e9\u3092\u5165\u308c\u305f\u3044\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3001\u5206\u6790\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3068\u53ef\u8996\u5316\u306b\u8ffd\u308f\u308c\u308b\u304c\u305f\u3081\u3001\u7a3c\u50cd\u304c\u3072\u3063\u8feb\u3057\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n
    <\/p>\n\n\n\n
    \u65bd\u7b56\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u306f\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u3067\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u5206\u6790\u74b0\u5883\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/mark><\/strong>\u305d\u306e\u305f\u3081\u306b\u306f\u793e\u5185\u30c7\u30fc\u30bf\u3092\u719f\u77e5\u3057\u306a\u304c\u3089\u3001\u95a2\u4fc2\u8005\u3068\u306e\u95a2\u308f\u308a\u5408\u3044\u306e\u4e2d\u3067\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u4eba\u6750\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n
    <\/p>\n\n\n\n
    \n
    \u3053\u306e\u554f\u984c\u3092\u3001DX-Accelerator\u304c\u89e3\u6c7a\u3044\u305f\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n
      \n
    1. \u5373\u6226\u529b\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30c1\u30fc\u30e0\u306b\u53c2\u753b<\/strong>
      \u304a\u5ba2\u69d8\u306e\u5b9f\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u53ef\u8996\u5316\u3092\u884c\u3063\u305f\u7d4c\u9a13\u3092\u6709\u3057\u3001\u8cb4\u793e\u306e\u5373\u6226\u529b\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u307e\u3059\u3002\u8ab2\u984c\u306b\u5bc4\u308a\u6dfb\u3044\u3001\u5bc6\u306b\u9023\u643a\u3092\u53d6\u308a\u306a\u304c\u3089\u30bf\u30b9\u30af\u3092\u9042\u884c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30b9\u30ad\u30eb\u3068\u30d2\u30e5\u30fc\u30de\u30f3\u30b9\u30ad\u30eb\u306e\u9ad8\u3044\u4eba\u6750\u304c\u3001\u8cb4\u793e\u306e\uff11\u30e1\u30f3\u30d0\u30fc\u306b\u52a0\u308f\u308a\u307e\u3059\u3002<\/li>\n\n\n\n
    2. \u6700\u77ed\u4e00\u9031\u9593\u3067\u30a2\u30b5\u30a4\u30f3\u53ef\u80fd<\/strong>
      \u3044\u305f\u3060\u3044\u305f\u5185\u5bb9\u3092\u5143\u306b\u3001\u8cb4\u793e\u306e\u8ab2\u984c\u306b\u6700\u9069\u306a\u4eba\u6750\u3092\u3054\u63d0\u6848\u3092\u3044\u305f\u3057\u307e\u3059\u3002\u5b9f\u969b\u306b\u30e1\u30f3\u30d0\u30fc\u3068\u30de\u30c3\u30c1\u3059\u308b\u304b\u3001\u4e8b\u524d\u306b\u9762\u8ac7\u3092\u884c\u3044\u307e\u3059\u3002\u6761\u4ef6\u304c\u307e\u3068\u307e\u3063\u305f\u3089\u3001\u5373\u65e5\u7a3c\u50cd\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n
    3. \u5f0a\u793e\u306e\u30d7\u30ed\u96c6\u56e3\u304c\u5b8c\u5168\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong>
      \u696d\u52d9\u958b\u59cb\u4ee5\u964d\u3082\u3001\u3044\u3064\u3067\u3082\u6700\u5584\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067\u8cb4\u793e\u306b\u8ca2\u732e\u3067\u304d\u308b\u3088\u3046\u3001\u8cac\u4efb\u8005\u304a\u3088\u3073\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u90e8\u9580\u304c\u3001\u30e1\u30f3\u30bf\u30eb\u30fb\u6280\u8853\u9762\u306b\u304a\u3044\u3066\u5404DX-Accelerator\u3092\u5b8c\u5168\u30d5\u30a9\u30ed\u30fc\u3059\u308b\u4f53\u5236\u304c\u6574\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n
      \u9069\u5207\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3063\u305f\u30c7\u30fc\u30bf\u4eba\u6750\u304c\u5fa1\u793e\u30e1\u30f3\u30d0\u30fc\u306e\u4e00\u4eba\u3068\u3057\u3066\u5bc4\u308a\u6dfb\u3044\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5168\u529b\u3067\u652f\u63f4\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n
      DX-Accelerator\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u95a2\u3059\u308b\u8cc7\u6599\u306f\u4e0b\u8a18\u3088\u308a\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong>\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
      <\/p>\n\n\n\n
      \n
      \u30b5\u30fc\u30d3\u30b9\u8cc7\u6599\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n
      <\/p>\n\n\n\n
      \n
      \n
      \n
      \"\"<\/figure>\n<\/div>\n\n\n\n
      \n
      \u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u4eba<\/p>\n\n\n\n
      \u677e\u539f \u5065\u592a
      \uff08\u307e\u3064\u3070\u3089 \u3051\u3093\u305f\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n
      \u682a\u5f0f\u4f1a\u793eUNCOVER TRUTH
      \u30d3\u30b8\u30cd\u30b9\u30c7\u30d9\u30ed\u30c3\u30d7\u30e1\u30f3\u30c8\u30b0\u30eb\u30fc\u30d7 DX-Accelerator\u30c1\u30fc\u30e0<\/strong>\u3000\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc<\/strong>
      2022\u5e74\u3001UNCOVER TRUTH\u306b\u4e2d\u9014\u5165\u793e\u3002
      \u5927\u624bGMS\u30fb\u5916\u8cc7\u7cfbSPA\u30fb\u5927\u624b\u767e\u8ca8\u5e97\u3068\u3044\u3063\u305f\u5c0f\u58f2\u696d\u754c\u3092\u7d4c\u9a13\u5f8c\u3001\u4e00\u5ff5\u767a\u8d77\u3057\u3066IT\u696d\u754c\u306b\u8ee2\u8eab\u3002
      \u5e83\u544a\u4ee3\u7406\u5e97\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u4f1a\u793e\u306a\u3069\u306e\u30c7\u30fc\u30bf\u696d\u52d9\u3092\u652f\u63f4\u3002\u3088\u304f\u4f7f\u3046\u30c4\u30fc\u30eb\u306fBigQuery\u3068Looker Studio\u3001\u3068\u304d\u3069\u304dTableau\u3002<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"
      \u3053\u306e\u8a18\u4e8b\u304c\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068 \u306f\u3058\u3081\u306b \u524d\u56de\u306e\u8a18\u4e8b\u306f\u3001GA4\u306e\u57fa\u672c\u7684\u306a\u6307\u6a19\u3092Looker Studio\u3067\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002 \u4eca\u56de\u306f\u3001\u5168\u304f\u540c\u3058\u6307\u6a19\u3092BigQuery\u3067\u52a0\u5de5\u3057\u3066Looker Studi […]<\/p>\n","protected":false},"author":2,"featured_media":771,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[16,17,18],"tags":[],"blog_category":[79],"class_list":["post-635","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ga4","category-looker_studio","category-bigquery","blog_category-techblog"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/635","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/comments?post=635"}],"version-history":[{"count":33,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/635\/revisions"}],"predecessor-version":[{"id":4105,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/635\/revisions\/4105"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/media\/771"}],"wp:attachment":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/media?parent=635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/categories?post=635"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/tags?post=635"},{"taxonomy":"blog_category","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/blog_category?post=635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}