{"id":4148,"date":"2026-07-29T10:31:14","date_gmt":"2026-07-29T01:31:14","guid":{"rendered":"https:\/\/debono.co.jp\/media\/?p=4148"},"modified":"2026-08-20T04:36:52","modified_gmt":"2026-08-19T19:36:52","slug":"ga4-bigquery-renkei-ai","status":"publish","type":"post","link":"https:\/\/debono.co.jp\/media\/ga4-bigquery-renkei-ai\/","title":{"rendered":"\u30102026\u5e74\u3011GA4\u3068BigQuery\u9023\u643a\uff5c\u7121\u6599\u67a0\u3067\u3067\u304d\u308b\u5206\u6790"},"content":{"rendered":"\n

\u300cGA4\u30672\u5e74\u524d\u306e\u540c\u3058\u6708\u3068\u6bd4\u3079\u305f\u3044\u306e\u306b\u3001\u6570\u5b57\u304c\u51fa\u3066\u3053\u306a\u3044\u300d\u300c\u63a2\u7d22\u306e\u753b\u9762\u3067\u3001\u7d44\u307f\u305f\u3044\u96c6\u8a08\u304c\u3069\u3046\u3057\u3066\u3082\u7d44\u3081\u306a\u3044\u300d\u2014\u2014\u30a2\u30af\u30bb\u30b9\u306e\u6570\u5b57\u3092\u6271\u3046\u62c5\u5f53\u8005\u304b\u3089\u304f\u308a\u8fd4\u3057\u805e\u304f\u58f0\u3067\u3059\u3002\u3053\u306e\u58c1\u306f\u3001\u64cd\u4f5c\u306b\u6163\u308c\u308c\u3070\u8d8a\u3048\u3089\u308c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a19\u6e96\u306e\u8a2d\u5b9a\u3067\u306f\u30011\u4ef6\u3054\u3068\u306e\u7d30\u304b\u3044\u8a18\u9332\u304c\u6700\u957714\u304b\u6708\u3067\u6d88\u3048\u308b\u4ed5\u69d8\u3060\u304b\u3089\u3067\u3059<\/span>\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3078\u66f8\u304d\u51fa\u3059\u5224\u65ad\u3068\u3001\u8cbb\u7528\u304c\u6c7a\u307e\u308b\u4ed5\u7d44\u307f\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n


\n
\"\u30ab\u30e1\u5148\u751f\"<\/span>\u30ab\u30e1\u5148\u751f<\/span><\/div>

GA4\u306e\u7d30\u304b\u3044\u8a18\u9332\u304c\u6d88\u3048\u308b\u306e\u306f\u306d\u3001\u4e0d\u5177\u5408\u3067\u306f\u306a\u304f\u4ed5\u69d8\u306a\u3093\u3060\u3002\u6b8b\u3059\u671f\u9593\u304c\u6700\u521d\u304b\u3089\u6c7a\u307e\u3063\u3066\u3044\u308b\u3002<\/p><\/div><\/div>
\n

\"\u30ab\u30e1\u5b50\"<\/span>\u30ab\u30e1\u5b50<\/span><\/div>

\u904e\u304e\u305f\u5206\u306f\u3001\u5f8c\u304b\u3089\u53d6\u308a\u51fa\u305b\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u304b\u3002<\/p><\/div><\/div>
\n

\"\u30ab\u30e1\u5148\u751f\"<\/span>\u30ab\u30e1\u5148\u751f<\/span><\/div>

\u53d6\u308a\u51fa\u305b\u306a\u3044\u3002\u3057\u304b\u3082\u66f8\u304d\u51fa\u3057\u306e\u8a2d\u5b9a\u3092\u3057\u305f\u65e5\u3088\u308a\u524d\u306b\u306f\u9061\u308c\u306a\u3044\u304b\u3089\u3001\u5fc5\u8981\u306b\u306a\u3063\u3066\u304b\u3089\u59cb\u3081\u3066\u3082\u9593\u306b\u5408\u308f\u306a\u3044\u3002<\/p><\/div><\/div>
\n

\"\u30ab\u30e1\u5b50\"<\/span>\u30ab\u30e1\u5b50<\/span><\/div>

\u59cb\u3081\u308b\u6642\u671f\u305d\u306e\u3082\u306e\u304c\u5224\u65ad\u306a\u306e\u3067\u3059\u306d\u3002\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u3092\u5148\u306b\u77e5\u308a\u305f\u3044\u3067\u3059\u3002<\/p><\/div><\/div>
\n<\/div>\n\n\n\n

\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/span><\/div>
\n\n
  • \u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u8a2d\u5b9a\u3057\u305f\u65e5\u4ee5\u964d\u306e\u30c7\u30fc\u30bf\u3060\u3051\u304c\u51fa\u308b\u3002\u904e\u53bb\u5206\u306f\u9061\u308c\u306a\u3044\u305f\u3081\u3001\u4f7f\u3046\u4e88\u5b9a\u304c\u3042\u308b\u306a\u3089\u5148\u306b\u8a2d\u5b9a\u3057\u3066\u304a\u304f<\/li>
  • \u6a19\u6e96\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f1\u65e5100\u4e07\u30a4\u30d9\u30f3\u30c8\u304c\u4e0a\u9650\u3002\u8d85\u3048\u308b\u3068\u505c\u6b62\u3055\u308c\u3001\u305d\u306e\u65e5\u306e\u5206\u306f\u518d\u51e6\u7406\u3055\u308c\u306a\u3044<\/li>
  • BigQuery\u306e\u7121\u6599\u67a0\u306f\u30b9\u30c8\u30ec\u30fc\u30b810GB\u30fb\u30af\u30a8\u30ea1TB\u304c\u6bce\u6708\u3002\u5c0f\u898f\u6a21\u30b5\u30a4\u30c8\u306a\u3089\u8cbb\u7528\u306f\u307b\u307c\u767a\u751f\u3057\u306a\u3044<\/li><\/ul>\n\n<\/div><\/div>\n\n\n

    \u306a\u305c\u4eca\u3064\u306a\u3050\u306e\u304b<\/h2>\n\n\n

    \u7406\u7531\u306f2\u3064\u3042\u308a\u307e\u3059\u30021\u3064\u306f\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u671f\u9593\u3067\u3059\u3002GA4\u306e\u6a19\u6e96\u30d7\u30ed\u30d1\u30c6\u30a3\u3067\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u306f\u6700\u957714\u304b\u6708\u3067\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u63a2\u7d22\u30ec\u30dd\u30fc\u30c8\u3067\u7d30\u304b\u304f\u898b\u3089\u308c\u308b\u306e\u306f\u3053\u306e\u7bc4\u56f2\u3060\u3051\u3067\u3001\u305d\u308c\u3088\u308a\u524d\u306f\u96c6\u8a08\u6e08\u307f\u306e\u6570\u5b57\u3057\u304b\u6b8b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n

    \u3082\u30461\u3064\u306f\u5206\u6790\u306e\u5929\u4e95\u3067\u3059\u3002\u63a2\u7d22\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u884c\u6570\u3084\u6307\u6a19\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u5236\u9650\u304c\u3042\u308a\u3001\u671f\u9593\u3084\u30c7\u30fc\u30bf\u91cf\u306b\u3088\u3063\u3066\u306f\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u304c\u5165\u308a\u307e\u3059\u3002BigQuery\u306b\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306f\u30a4\u30d9\u30f3\u30c81\u4ef6\u305a\u3064\u304c\u884c\u3068\u3057\u3066\u4e26\u3076\u305f\u3081\u3001UI\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u96c6\u8a08\u3067\u304d\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

    \u305d\u3057\u3066\u6700\u3082\u5927\u304d\u3044\u9055\u3044\u304c\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u7d50\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u53d7\u6ce8\u30c7\u30fc\u30bf\u3084\u5546\u8ac7\u30c7\u30fc\u30bf\u3068\u540c\u3058\u5834\u6240\u306b\u7f6e\u3051\u3070\u3001\u300c\u3069\u306e\u6d41\u5165\u7d4c\u8def\u304b\u3089\u6765\u305f\u554f\u3044\u5408\u308f\u305b\u304c\u53d7\u6ce8\u306b\u306a\u3063\u305f\u304b\u300d\u30921\u3064\u306e\u30af\u30a8\u30ea\u3067\u51fa\u305b\u307e\u3059\u3002GA4\u306e\u4e2d\u3060\u3051\u3067\u306f\u5206\u304b\u3089\u306a\u3044\u3001\u58f2\u4e0a\u3068\u306e\u63a5\u7d9a\u304c\u3053\u3053\u3067\u53ef\u80fd\u306b\u306a\u308b<\/span>\u70b9\u304c\u672c\u8cea\u7684\u306a\u4fa1\u5024\u3067\u3059\u3002<\/p>\n\n\n

    \u8a2d\u5b9a\u3057\u305f\u65e5\u304b\u3089\u3057\u304b\u51fa\u306a\u3044<\/h2>\n\n\n

    \u6700\u521d\u306b\u62bc\u3055\u3048\u308b\u3079\u304d\u5236\u7d04\u304c\u3053\u308c\u3067\u3059\u3002BigQuery\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u3001\u9023\u643a\u3092\u8a2d\u5b9a\u3057\u305f\u65e5\u4ee5\u964d\u306b\u767a\u751f\u3057\u305f\u30c7\u30fc\u30bf\u304b\u3089\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u9061\u3063\u3066\u51fa\u529b\u3059\u308b\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n

    \u3053\u306e\u6027\u8cea\u304b\u3089\u3001\u5b9f\u52d9\u7684\u306a\u7d50\u8ad6\u306f1\u3064\u3067\u3059\u3002\u4eca\u3059\u3050\u4f7f\u3046\u4e88\u5b9a\u304c\u306a\u304f\u3066\u3082\u3001\u8a2d\u5b9a\u3060\u3051\u5148\u306b\u6e08\u307e\u305b\u3066\u304a\u304f\u3002\u30c7\u30fc\u30bf\u304c\u6e9c\u307e\u308a\u59cb\u3081\u308b\u306e\u306f\u8a2d\u5b9a\u3057\u305f\u77ac\u9593\u304b\u3089\u306a\u306e\u3067\u30011\u5e74\u5f8c\u306b\u5206\u6790\u3057\u305f\u304f\u306a\u3063\u305f\u3068\u304d\u306b1\u5e74\u5206\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4eca\u65e5\u306e\u5224\u65ad\u3067\u6c7a\u307e\u308a\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

    \u8a2d\u5b9a\u4f5c\u696d\u81ea\u4f53\u306f\u3001GCP\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u4f5c\u6210\u3092\u542b\u3081\u3066\u30821\u6642\u9593\u7a0b\u5ea6\u3067\u3059\u3002\u5206\u6790\u3092\u59cb\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u5f8c\u3067\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002\u4f7f\u3046\u304b\u6c7a\u3081\u308b\u524d\u306b\u3001\u6e9c\u3081\u59cb\u3081\u308b\u3060\u3051\u6e08\u307e\u305b\u3066\u304a\u304f<\/span>\u306e\u304c\u5408\u7406\u7684\u306a\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n

    \u540c\u3058\u7406\u7531\u3067\u3001\u8a08\u6e2c\u306e\u8a2d\u5b9a\u5909\u66f4\u3068\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u958b\u59cb\u306f\u9806\u5e8f\u3092\u610f\u8b58\u3057\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30a4\u30d9\u30f3\u30c8\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6574\u3048\u3066\u304b\u3089\u9023\u643a\u3059\u308b\u3068\u3001\u51fa\u529b\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u5f62\u304c\u63c3\u3044\u307e\u3059\u3002\u5f8c\u304b\u3089\u8ffd\u52a0\u3057\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u8ffd\u52a0\u3057\u305f\u65e5\u4ee5\u964d\u306e\u884c\u306b\u3057\u304b\u5165\u308a\u307e\u305b\u3093<\/strong>\u3002\u904e\u53bb\u306e\u884c\u306b\u306f\u7a7a\u6b04\u304c\u4e26\u3076\u305f\u3081\u3001\u96c6\u8a08\u6642\u306b\u671f\u9593\u306e\u533a\u5207\u308a\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u63a2\u7d22\u30ec\u30dd\u30fc\u30c8\u3067\u8db3\u308a\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad<\/h2>\n\n\n

    BigQuery\u306f\u5fc5\u8981\u306a\u4f1a\u793e\u3068\u3001\u307e\u3060\u5fc5\u8981\u3067\u306a\u3044\u4f1a\u793e\u304c\u3042\u308a\u307e\u3059\u3002\u5224\u65ad\u306e\u57fa\u6e96\u3092\u5148\u306b\u7f6e\u3044\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n

    \u63a2\u7d22\u30ec\u30dd\u30fc\u30c8\u3067\u8db3\u308a\u308b\u306e\u306f\u3001\u898b\u305f\u3044\u96c6\u8a08\u304cGA4\u306e\u6307\u6a19\u3068\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u8868\u73fe\u3067\u304d\u308b\u5834\u5408\u3067\u3059\u3002\u6d41\u5165\u7d4c\u8def\u5225\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6570\u3001\u30da\u30fc\u30b8\u5225\u306e\u6ede\u5728\u3001\u671f\u9593\u6bd4\u8f03\u3002\u3053\u308c\u3089\u306fUI\u306e\u307b\u3046\u304c\u901f\u304f\u3001SQL\u3092\u66f8\u304f\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n

    \u8db3\u308a\u306a\u304f\u306a\u308b\u306e\u306f3\u3064\u306e\u5834\u9762\u3067\u3059\u300214\u304b\u6708\u3092\u8d85\u3048\u308b\u671f\u9593\u3092\u6bd4\u8f03\u3057\u305f\u3044\u3068\u304d\u3002GA4\u306e\u5916\u306b\u3042\u308b\u30c7\u30fc\u30bf\u3068\u7a81\u304d\u5408\u308f\u305b\u305f\u3044\u3068\u304d\u3002\u305d\u3057\u3066\u3001\u81ea\u793e\u306e\u5b9a\u7fa9\u3067\u6307\u6a19\u3092\u4f5c\u308a\u76f4\u3057\u305f\u3044\u3068\u304d\u3067\u3059\u3002\u3053\u306e3\u3064\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u3063\u3066\u304b\u3089\u4f7f\u3044\u59cb\u3081\u308c\u3070\u5341\u5206<\/span>\u3067\u3001\u305d\u308c\u4ee5\u524d\u306f\u8a2d\u5b9a\u3060\u3051\u3057\u3066\u30c7\u30fc\u30bf\u3092\u6e9c\u3081\u3066\u304a\u304f\u72b6\u614b\u3067\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n

    \u306a\u304a\u3001\u63a2\u7d22\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u884c\u6570\u306e\u4e0a\u9650\u3084\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u306e\u5236\u7d04\u3082\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u30b5\u30a4\u30c8\u3067\u306f\u3001\u671f\u9593\u3092\u5e83\u3052\u305f\u6642\u70b9\u3067\u6570\u5b57\u304c\u307c\u3084\u3051\u59cb\u3081\u307e\u3059<\/strong>\u3002\u3053\u306e\u75c7\u72b6\u304c\u51fa\u3066\u3044\u308b\u306a\u3089\u3001BigQuery\u3092\u4f7f\u3046\u6bb5\u968e\u306b\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n

    1\u65e5100\u4e07\u30a4\u30d9\u30f3\u30c8\u306e\u4e0a\u9650<\/h2>\n\n\n

    \u6a19\u6e96\u30d7\u30ed\u30d1\u30c6\u30a3\u3067\u65e5\u6b21\uff08\u30d0\u30c3\u30c1\uff09\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u4f7f\u3046\u5834\u5408\u30011\u65e5\u3042\u305f\u308a100\u4e07\u30a4\u30d9\u30f3\u30c8\u3068\u3044\u3046\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u5e38\u614b\u7684\u306b\u8d85\u3048\u308b\u3068\u3001\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u505c\u6b62\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n

    \u554f\u984c\u306f\u5fa9\u65e7\u306e\u6271\u3044\u3067\u3059\u3002\u505c\u6b62\u3055\u308c\u305f\u671f\u9593\u306e\u30c7\u30fc\u30bf\u306f\u3001\u5f8c\u304b\u3089\u518d\u51e6\u7406\u3055\u308c\u307e\u305b\u3093<\/strong>\u3002\u3064\u307e\u308a\u4e0a\u9650\u8d85\u904e\u306b\u6c17\u3065\u304b\u306a\u3044\u307e\u307e\u6570\u304b\u6708\u7d4c\u3064\u3068\u3001\u305d\u306e\u671f\u9593\u3060\u3051\u30c7\u30fc\u30bf\u304c\u6b20\u3051\u305f\u72b6\u614b\u304c\u6b8b\u308a\u307e\u3059\u3002<\/p>\n\n\n

    100\u4e07\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u306f\u6708\u9593\u6570\u5341\u4e07PV\u7a0b\u5ea6\u304b\u3089\u610f\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\u6c34\u6e96\u3067\u3059\u3002\u305f\u3060\u3057\u30a4\u30d9\u30f3\u30c8\u6570\u306f\u30da\u30fc\u30b8\u30d3\u30e5\u30fc\u6570\u3067\u306f\u306a\u304f\u3001\u30b9\u30af\u30ed\u30fc\u30eb\u3084\u30af\u30ea\u30c3\u30af\u306e\u8a08\u6e2c\u3092\u5897\u3084\u3059\u307b\u3069\u81a8\u3089\u307f\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30a4\u30d9\u30f3\u30c8\u3092\u5927\u91cf\u306b\u8ffd\u52a0\u3057\u305f\u76f4\u5f8c\u306b\u4e0a\u9650\u3078\u8fd1\u3065\u304f\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

    \u8d85\u3048\u308b\u898b\u8fbc\u307f\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u4f75\u7528\u3057\u307e\u3059\u3002\u3053\u3061\u3089\u306f\u4ef6\u6570\u306e\u4e0a\u9650\u304c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u5206\u306e\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u4e0a\u9650\u306b\u8fd1\u3044\u898f\u6a21\u306a\u3089\u3001\u307e\u305a\u73fe\u72b6\u306e\u30a4\u30d9\u30f3\u30c8\u6570\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u65b9\u5f0f\u3092\u6c7a\u3081\u308b<\/span>\u9806\u5e8f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u8cbb\u7528\u306f\u3069\u3046\u6c7a\u307e\u308b\u306e\u304b<\/h2>\n\n\n

    \u8cbb\u7528\u306e\u8003\u3048\u65b9\u306f2\u3064\u306b\u5206\u304b\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u7f6e\u3044\u3066\u304a\u304f\u8cbb\u7528\uff08\u30b9\u30c8\u30ec\u30fc\u30b8\uff09\u3068\u3001\u96c6\u8a08\u3059\u308b\u3068\u304d\u306e\u8cbb\u7528\uff08\u30af\u30a8\u30ea\uff09\u3067\u3059\u3002\u3069\u3061\u3089\u306b\u3082\u6bce\u6708\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u9805\u76ee<\/th>\u7121\u6599\u67a0<\/th>\u8d85\u904e\u6642\u306e\u76ee\u5b89<\/th>\u5b9f\u52d9\u3067\u306e\u6ce8\u610f<\/th><\/tr><\/thead>
    \u30b9\u30c8\u30ec\u30fc\u30b8<\/td>\u6bce\u670810GB\u307e\u3067\u7121\u6599<\/td>1GB\u3042\u305f\u308a\u6708\u6570\u5186\u7a0b\u5ea6<\/td>GA4\u306e\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u306f1\u65e5\u5206\u3067\u6570\u5341MB\u301c\u304c\u76ee\u5b89<\/td><\/tr>
    \u30af\u30a8\u30ea<\/td>\u6bce\u67081TB\u306e\u51e6\u7406\u307e\u3067\u7121\u6599<\/td>\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u30671TB\u3042\u305f\u308a\u7d046\u30c9\u30eb<\/td>SELECT * \u3067\u5168\u671f\u9593\u3092\u8aad\u3080\u3068\u4e00\u6c17\u306b\u6d88\u8cbb\u3059\u308b<\/td><\/tr>
    \u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u633f\u5165<\/td>\u7121\u6599\u67a0\u306a\u3057<\/td>\u53d6\u308a\u8fbc\u307f\u91cf\u306b\u5fdc\u3058\u3066\u8ab2\u91d1<\/td>\u4e0a\u9650\u8d85\u904e\u5bfe\u7b56\u3067\u4f7f\u3046\u5834\u5408\u306f\u4e8b\u524d\u306b\u898b\u7a4d\u3082\u308b<\/td><\/tr>
    \u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9<\/td>\u8ab2\u91d1\u8a2d\u5b9a\u306a\u3057\u3067\u8a66\u7528\u53ef<\/td>\u2014<\/td>\u30c6\u30fc\u30d6\u30eb\u306e\u4fdd\u6301\u671f\u9593\u306a\u3069\u306e\u5236\u9650\u304c\u3042\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n

    \u5c0f\u898f\u6a21\u304b\u3089\u4e2d\u898f\u6a21\u306e\u30b5\u30a4\u30c8\u3067\u3042\u308c\u3070\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3082\u30af\u30a8\u30ea\u3082\u7121\u6599\u67a0\u306e\u4e2d\u3067\u53ce\u307e\u308b\u3053\u3068\u304c\u591a\u3044<\/strong>\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002\u6708\u306b\u6570\u4e07\u304b\u3089\u6570\u5341\u4e07\u30a4\u30d9\u30f3\u30c8\u7a0b\u5ea6\u306e\u898f\u6a21\u306a\u3089\u3001\u5e74\u9593\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\u304c\u6570\u5341\u5186\u3068\u3044\u3046\u6c34\u6e96\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u8cbb\u7528\u304c\u8df3\u306d\u308b\u306e\u306f\u3001\u30af\u30a8\u30ea\u306e\u66f8\u304d\u65b9\u304c\u539f\u56e0\u306e\u3068\u304d\u3067\u3059\u3002\u5168\u671f\u9593\u30fb\u5168\u30ab\u30e9\u30e0\u3092\u8aad\u3080\u66f8\u304d\u65b9\u3092\u7e70\u308a\u8fd4\u3059\u3068\u3001\u7121\u6599\u67a0\u306e1TB\u3092\u77ed\u671f\u9593\u3067\u4f7f\u3044\u5207\u308a\u307e\u3059<\/strong>\u3002\u9632\u304e\u65b9\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\u3001\u6700\u521d\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u306f\u300c\u7f6e\u304f\u3053\u3068\u300d\u3088\u308a\u300c\u8aad\u3080\u3053\u3068\u300d\u3067\u8cbb\u7528\u304c\u52d5\u304f\u3068\u3044\u3046\u69cb\u9020\u3067\u3059\u3002<\/p>\n\n\n

    \u9023\u643a\u306e\u624b\u9806<\/h2>\n\n\n

    \u8a2d\u5b9a\u306f\u7ba1\u7406\u753b\u9762\u304b\u3089\u9032\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u77e5\u8b58\u306f\u307b\u3068\u3093\u3069\u8981\u308a\u307e\u305b\u3093\u304c\u3001GCP\u5074\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n

    \n\n
    STEP<\/span>1<\/span><\/div>
    GCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7528\u610f\u3059\u308b<\/div><\/div>
    \n\n

    Google Cloud\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u65e2\u306b\u793e\u5185\u3067\u4f7f\u3063\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3092\u4f7f\u3063\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n\n<\/div><\/div>\n\n\n

    STEP<\/span>2<\/span><\/div>
    BigQuery API\u3092\u6709\u52b9\u306b\u3059\u308b<\/div><\/div>
    \n\n

    \u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067BigQuery API\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u4f5c\u696d\u3092\u98db\u3070\u3059\u3068\u30ea\u30f3\u30af\u6642\u306b\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n

    STEP<\/span>3<\/span><\/div>
    GA4\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u30ea\u30f3\u30af\u3059\u308b<\/div><\/div>
    \n\n

    \u7ba1\u7406\u304b\u3089BigQuery\u306e\u30ea\u30f3\u30af\u3092\u9078\u3073\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u6771\u4eac\u306a\u3069\uff09\u306f\u3053\u3053\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n

    STEP<\/span>4<\/span><\/div>
    \u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u7a2e\u985e\u3092\u9078\u3076<\/div><\/div>
    \n\n

    \u65e5\u6b21\uff08\u30d0\u30c3\u30c1\uff09\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u65e5\u6b21\u306e\u307f\u3067\u59cb\u3081\u308b\u306e\u304c\u6a19\u6e96\u7684\u3067\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n

    STEP<\/span>5<\/span><\/div>
    \u7fcc\u65e5\u306b\u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b<\/div><\/div>
    \n\n

    \u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u7fcc\u65e5\u306b\u53cd\u6620\u3055\u308c\u307e\u3059\u3002BigQuery\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30fc\u30d6\u30eb\u304c\u3067\u304d\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n

    STEP<\/span>6<\/span><\/div>
    \u8ab2\u91d1\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b<\/div><\/div>
    \n\n

    \u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u3067\u8a66\u3059\u304b\u3001\u8ab2\u91d1\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u7d10\u3065\u3051\u3066\u6052\u4e45\u904b\u7528\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u6052\u4e45\u904b\u7528\u306a\u3089\u8ab2\u91d1\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n<\/div>\n\n\n

    \u3053\u306e\u624b\u9806\u3067\u898b\u843d\u3068\u3055\u308c\u3084\u3059\u3044\u306e\u304c3\u756a\u76ee\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u5f8c\u304b\u3089\u5909\u66f4\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u793e\u5185\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u540c\u3058\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u63c3\u3048\u3066\u304a\u304f<\/strong>\u3068\u3001\u5c06\u6765\u306e\u7d50\u5408\u3067\u624b\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u30c7\u30fc\u30bf\u306e\u5f62\u3092\u7406\u89e3\u3059\u308b<\/h2>\n\n\n

    BigQuery\u306b\u51fa\u305f\u30c7\u30fc\u30bf\u306f\u3001GA4\u306e\u30ec\u30dd\u30fc\u30c8\u753b\u9762\u3068\u306f\u5f62\u304c\u9055\u3044\u307e\u3059\u30021\u65e5\u3054\u3068\u306b1\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u3067\u304d\u3001\u305d\u306e\u4e2d\u306e1\u884c\u304c1\u30a4\u30d9\u30f3\u30c8\u3067\u3059\u3002\u30da\u30fc\u30b8\u30d3\u30e5\u30fc\u3082\u30af\u30ea\u30c3\u30af\u3082\u3001\u3059\u3079\u3066\u540c\u3058\u5f62\u3067\u4e26\u3073\u307e\u3059\u3002<\/p>\n\n\n

    \u6700\u521d\u306b\u3064\u307e\u305a\u304f\u306e\u304c\u3001\u30a4\u30d9\u30f3\u30c8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u30cd\u30b9\u30c8\u3055\u308c\u305f\u69cb\u9020\u3067\u5165\u3063\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u30da\u30fc\u30b8\u306eURL\u3084\u30bb\u30c3\u30b7\u30e7\u30f3ID\u306f\u3001event_params\u3068\u3044\u3046\u5165\u308c\u5b50\u306e\u4e2d\u306b\u3042\u308a\u307e\u3059\u3002\u666e\u901a\u306eSQL\u306e\u611f\u899a\u3067\u30ab\u30e9\u30e0\u540d\u3092\u6307\u5b9a\u3057\u3066\u3082\u53d6\u308a\u51fa\u305b\u306a\u3044\u305f\u3081\u3001UNNEST\u3068\u3044\u3046\u66f8\u304d\u65b9\u3092\u899a\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

    \u3053\u3053\u304c\u3001GA4\u306eBigQuery\u30c7\u30fc\u30bf\u304c\u300c\u96e3\u3057\u3044\u300d\u3068\u8a00\u308f\u308c\u308b\u4e3b\u306a\u7406\u7531\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u5b9f\u52d9\u3067\u4f7f\u3046\u30d1\u30bf\u30fc\u30f3\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3088\u304f\u4f7f\u304610\u884c\u7a0b\u5ea6\u306e\u30af\u30a8\u30ea\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308c\u3070\u3001\u4ee5\u5f8c\u306f\u65e5\u4ed8\u3092\u5909\u3048\u308b\u3060\u3051\u3067\u6e08\u3080<\/span>\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u3082\u30461\u3064\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u306e\u304c\u3001\u5f53\u65e5\u5206\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u3059\u3002\u65e5\u6b21\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u306f\u5225\u306b\u3001\u5f53\u65e5\u306e\u30c7\u30fc\u30bf\u304c\u4e00\u6642\u7684\u306a\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u4f5c\u3089\u308c\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u78ba\u5b9a\u5024\u3068\u5f53\u65e5\u5024\u304c\u5225\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u5165\u308b\u305f\u3081\u3001\u96c6\u8a08\u5bfe\u8c61\u3092\u9593\u9055\u3048\u308b\u3068\u6570\u5b57\u304c\u5408\u3044\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n

    \u62bc\u3055\u3048\u3066\u304a\u304f\u9805\u76ee\u306f6\u3064\u3060\u3051<\/h2>\n\n\n

    \u30c6\u30fc\u30d6\u30eb\u306e\u4e2d\u8eab\u306f\u5217\u6570\u304c\u591a\u304f\u3001\u521d\u898b\u3067\u306f\u5727\u5012\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u5b9f\u52d9\u3067\u4f7f\u3046\u9805\u76ee\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306b\u899a\u3048\u308b\u306e\u306f\u6b21\u306e6\u3064\u3067\u8db3\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u9805\u76ee<\/th>\u610f\u5473<\/th>\u4f7f\u3044\u3069\u3053\u308d<\/th><\/tr><\/thead>
    event_date \/ event_timestamp<\/td>\u767a\u751f\u65e5\u3068\u767a\u751f\u6642\u523b<\/td>\u671f\u9593\u306e\u7d5e\u308a\u8fbc\u307f\u3002\u6642\u523b\u306f\u7d30\u304b\u3044\u5358\u4f4d\u3067\u5165\u308b<\/td><\/tr>
    event_name<\/td>\u30a4\u30d9\u30f3\u30c8\u306e\u540d\u524d<\/td>page_view \u3084\u6210\u679c\u30a4\u30d9\u30f3\u30c8\u306e\u62bd\u51fa<\/td><\/tr>
    user_pseudo_id<\/td>\u7aef\u672b\u5358\u4f4d\u306e\u8b58\u5225\u5b50<\/td>\u30e6\u30fc\u30b6\u30fc\u6570\u306e\u6982\u7b97\u3002\u4eba\u5358\u4f4d\u3067\u306f\u306a\u3044\u70b9\u306b\u6ce8\u610f<\/td><\/tr>
    event_params<\/td>\u30a4\u30d9\u30f3\u30c8\u306e\u8a73\u7d30\uff08\u5165\u308c\u5b50\uff09<\/td>URL\u3084\u30bb\u30c3\u30b7\u30e7\u30f3ID\u306e\u53d6\u308a\u51fa\u3057\u3002UNNEST\u304c\u5fc5\u8981<\/td><\/tr>
    traffic_source \/ session_traffic_source<\/td>\u6d41\u5165\u5143\u306e\u60c5\u5831<\/td>\u7d4c\u8def\u5225\u306e\u96c6\u8a08<\/td><\/tr>
    device \/ geo<\/td>\u7aef\u672b\u3068\u5730\u57df<\/td>\u30bb\u30b0\u30e1\u30f3\u30c8\u5206\u3051<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n

    \u3053\u306e6\u3064\u304c\u5206\u304b\u308c\u3070\u3001\u65e5\u5225\u306e\u96c6\u8a08\u3068\u6210\u679c\u30a4\u30d9\u30f3\u30c8\u306e\u62bd\u51fa\u306f\u3067\u304d\u307e\u3059\u3002\u6b8b\u308a\u306e\u5217\u306f\u3001\u5fc5\u8981\u306b\u306a\u3063\u305f\u3068\u304d\u306b\u8abf\u3079\u308c\u3070\u8db3\u308a\u307e\u3059<\/strong>\u3002\u6700\u521d\u304b\u3089\u5168\u4f53\u3092\u7406\u89e3\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u632b\u6298\u3059\u308b\u305f\u3081\u3001\u4f7f\u3046\u9806\u306b\u899a\u3048\u308b\u306e\u304c\u65e9\u9053\u3067\u3059\u3002<\/p>\n\n\n

    \u7279\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u306e\u304c3\u756a\u76ee\u3067\u3059\u3002user_pseudo_id\u306f\u7aef\u672b\u3054\u3068\u306e\u8b58\u5225\u5b50\u3067\u3001\u540c\u3058\u4eba\u304cPC\u3068\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u6765\u308c\u3070\u5225\u306e\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u6570\u3068\u3044\u3046\u8a00\u8449\u304c\u6307\u3059\u5bfe\u8c61\u304c\u3001GA4\u306eUI\u3068\u4e00\u81f4\u3057\u306a\u3044\u539f\u56e0\u306e\u3072\u3068\u3064<\/span>\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n

    \u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6570\u3048\u65b9\u3067\u3064\u307e\u305a\u304f<\/h2>\n\n\n

    BigQuery\u306e\u30c7\u30fc\u30bf\u3067\u3088\u304f\u8d77\u304d\u308b\u306e\u304c\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\u304cGA4\u306e\u753b\u9762\u3068\u5408\u308f\u306a\u3044\u554f\u984c\u3067\u3059\u3002\u539f\u56e0\u306f\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u3044\u3046\u6982\u5ff5\u304c\u751f\u306e\u884c\u30c7\u30fc\u30bf\u306b\u306f\u5b58\u5728\u3057\u306a\u3044\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n

    \u30a4\u30d9\u30f3\u30c8\u3054\u3068\u306b\u30bb\u30c3\u30b7\u30e7\u30f3\u306eID\u304c\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3057\u3066\u5165\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u308c\u3092\u53d6\u308a\u51fa\u3057\u3066\u6570\u3048\u308b\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057GA4\u306eUI\u5074\u3067\u306f\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6570\u3048\u65b9\u306b\u72ec\u81ea\u306e\u51e6\u7406\u304c\u5165\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u5358\u7d14\u306a\u96c6\u8a08\u3067\u306f\u4e00\u81f4\u3057\u307e\u305b\u3093<\/strong>\u3002\u6642\u9593\u5e2f\u306e\u533a\u5207\u308a\u65b9\u3084\u3001\u6d41\u5165\u5143\u304c\u5909\u308f\u3063\u305f\u3068\u304d\u306e\u6271\u3044\u304c\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \u5b9f\u52d9\u3067\u306e\u7d50\u8ad6\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u6570\u5b57\u3092\u63c3\u3048\u3088\u3046\u3068\u305b\u305a\u3001\u7528\u9014\u3092\u5206\u3051\u307e\u3059\u3002\u793e\u5185\u5831\u544a\u306e\u516c\u5f0f\u5024\u306fGA4\u306eUI\u3001\u6df1\u6398\u308a\u306e\u5206\u6790\u306fBigQuery<\/strong>\u3068\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u5dee\u306e\u8aac\u660e\u306b\u6642\u9593\u3092\u4f7f\u308f\u305a\u306b\u6e08\u307f\u307e\u3059\u3002<\/p>\n\n\n

    \u3069\u3046\u3057\u3066\u3082\u63c3\u3048\u305f\u3044\u5834\u5408\u306f\u3001\u6307\u6a19\u306e\u5b9a\u7fa9\u3092\u81ea\u793e\u3067\u6c7a\u3081\u76f4\u3059\u307b\u3046\u304c\u65e9\u3044\u3067\u3059\u3002\u300c30\u5206\u4ee5\u4e0a\u9593\u9694\u304c\u7a7a\u3044\u305f\u3089\u5225\u30bb\u30c3\u30b7\u30e7\u30f3\u300d\u3068\u3044\u3063\u305f\u5b9a\u7fa9\u3092\u81ea\u5206\u3067\u66f8\u3051\u3070\u3001\u5c11\u306a\u304f\u3068\u3082\u793e\u5185\u3067\u306f\u4e00\u8cab\u3057\u305f\u6570\u5b57\u306b\u306a\u308a\u307e\u3059\u3002\u5916\u90e8\u306e\u5b9a\u7fa9\u306b\u5408\u308f\u305b\u308b\u3088\u308a\u3001\u81ea\u793e\u306e\u5b9a\u7fa9\u30921\u3064\u6c7a\u3081\u3066\u4f7f\u3044\u7d9a\u3051\u308b<\/span>\u307b\u3046\u304c\u8b70\u8ad6\u304c\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n

    \u6700\u521d\u306b\u66f8\u304f3\u3064\u306e\u30af\u30a8\u30ea<\/h2>\n\n\n

    \u3044\u304d\u306a\u308a\u8907\u96d1\u306a\u5206\u6790\u306b\u5165\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6b21\u306e3\u3064\u304c\u52d5\u3051\u3070\u3001GA4\u306eUI\u3067\u306f\u51fa\u305b\u306a\u3044\u96c6\u8a08\u306b\u624b\u304c\u5c4a\u304d\u307e\u3059\u3002<\/p>\n\n\n

    • \u65e5\u5225\u306e\u30a4\u30d9\u30f3\u30c8\u6570\u3068\u30e6\u30fc\u30b6\u30fc\u6570\uff08\u30c7\u30fc\u30bf\u304c\u6b63\u3057\u304f\u51fa\u3066\u3044\u308b\u304b\u306e\u78ba\u8a8d\u7528\uff09<\/li>
    • \u7279\u5b9a\u306e\u30a4\u30d9\u30f3\u30c8\u306b\u7d5e\u3063\u305f\u4e00\u89a7\uff08\u554f\u3044\u5408\u308f\u305b\u5b8c\u4e86\u306a\u3069\u3001\u6210\u679c\u30a4\u30d9\u30f3\u30c8\u306e\u767a\u751f\u3092\u30a4\u30d9\u30f3\u30c8\u5358\u4f4d\u3067\u898b\u308b\uff09<\/li>
    • \u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u5225\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\u3068\u6210\u679c\u6570\uff08UI\u3067\u306f\u7d44\u307f\u306b\u304f\u3044\u7d44\u307f\u5408\u308f\u305b\uff09<\/li><\/ul>\n\n\n

      1\u3064\u76ee\u306f\u691c\u8a3c\u7528\u3067\u3059\u3002GA4\u306e\u753b\u9762\u3067\u898b\u305f\u30a4\u30d9\u30f3\u30c8\u6570\u3068\u304a\u304a\u3088\u305d\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u9023\u643a\u306f\u6b63\u3057\u304f\u52d5\u3044\u3066\u3044\u307e\u3059\u3002\u5b8c\u5168\u4e00\u81f4\u306f\u671f\u5f85\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u96c6\u8a08\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3084\u5b9a\u7fa9\u306e\u9055\u3044\u3067\u6570%\u306e\u305a\u308c\u306f\u901a\u5e38\u8d77\u3053\u308a\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

      3\u3064\u76ee\u304c\u3001\u5b9f\u52d9\u3067\u306e\u6700\u521d\u306e\u6210\u679c\u306b\u306a\u308a\u307e\u3059\u3002\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u3054\u3068\u306e\u6210\u679c\u6570\u306f\u3001GA4\u306e\u63a2\u7d22\u3067\u3082\u7d44\u3081\u307e\u3059\u304c\u3001\u6761\u4ef6\u3092\u8db3\u3059\u3068\u884c\u6570\u306e\u4e0a\u9650\u3084\u8868\u793a\u306e\u5236\u7d04\u306b\u5f53\u305f\u308a\u307e\u3059\u3002SQL\u306a\u3089\u5236\u7d04\u306a\u304f\u7d44\u3081\u307e\u3059\u3002<\/p>\n\n\n

      \u8cbb\u7528\u3092\u5897\u3084\u3055\u306a\u3044\u66f8\u304d\u65b9<\/h2>\n\n\n

      \u30af\u30a8\u30ea\u306e\u8cbb\u7528\u306f\u3001\u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u91cf\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u306e\u6027\u8cea\u3092\u77e5\u3063\u3066\u3044\u308c\u3070\u3001\u8cbb\u7528\u306f\u7c21\u5358\u306b\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n

      • SELECT * \u3092\u4f7f\u308f\u305a\u3001\u5fc5\u8981\u306a\u30ab\u30e9\u30e0\u3060\u3051\u3092\u6307\u5b9a\u3059\u308b\uff08\u8aad\u307f\u8fbc\u307f\u91cf\u304c\u6570\u5206\u306e1\u306b\u306a\u308b\uff09<\/li>
      • \u30c6\u30fc\u30d6\u30eb\u306e\u6307\u5b9a\u3067\u65e5\u4ed8\u306e\u7bc4\u56f2\u3092\u7d5e\u308b\uff08\u30ef\u30a4\u30eb\u30c9\u30ab\u30fc\u30c9\u3067\u5168\u671f\u9593\u3092\u8aad\u307e\u306a\u3044\uff09<\/li>
      • \u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u8868\u793a\u3055\u308c\u308b\u51e6\u7406\u4e88\u5b9a\u91cf\u3092\u5b9f\u884c\u524d\u306b\u78ba\u8a8d\u3059\u308b<\/li>
      • \u540c\u3058\u96c6\u8a08\u3092\u7e70\u308a\u8fd4\u3059\u306a\u3089\u3001\u7d50\u679c\u3092\u5225\u30c6\u30fc\u30d6\u30eb\u306b\u4fdd\u5b58\u3057\u3066\u4ee5\u5f8c\u306f\u305d\u308c\u3092\u8aad\u3080<\/li>
      • \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u30af\u30a8\u30ea\u4f7f\u7528\u91cf\u306e\u4e0a\u9650\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304f\uff08\u60f3\u5b9a\u5916\u306e\u8ab2\u91d1\u3092\u9632\u3050\uff09<\/li>
      • \u81ea\u52d5\u66f4\u65b0\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u7e4b\u3050\u5834\u5408\u306f\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u5fc5\u8981\u6700\u5c0f\u9650\u306b\u3059\u308b<\/li><\/ul>\n\n\n

        \u6700\u5f8c\u306e\u9805\u76ee\u304c\u3001\u5b9f\u969b\u306e\u8acb\u6c42\u3067\u52b9\u3044\u3066\u304d\u307e\u3059\u3002\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u309215\u5206\u3054\u3068\u306b\u81ea\u52d5\u66f4\u65b0\u3059\u308b\u8a2d\u5b9a\u306b\u3059\u308b\u3068\u3001\u540c\u3058\u30af\u30a8\u30ea\u304c1\u65e5\u306b96\u56de\u8d70\u308a\u307e\u3059<\/strong>\u3002\u65e5\u6b21\u3067\u8db3\u308a\u308b\u306a\u3089\u65e5\u6b21\u306b\u843d\u3068\u3059\u3060\u3051\u3067\u3001\u6d88\u8cbb\u91cf\u306f\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n

        BtoB\u3067\u6700\u3082\u52b9\u304f\u4f7f\u3044\u65b9<\/h2>\n\n\n

        BigQuery\u306b\u51fa\u3059\u4fa1\u5024\u304c\u6700\u3082\u5927\u304d\u304f\u51fa\u308b\u306e\u306f\u3001GA4\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u3068\u7d50\u5408\u3059\u308b\u3068\u304d\u3067\u3059\u3002BtoB\u3067\u306f\u3001Web\u306e\u884c\u52d5\u3068\u53d7\u6ce8\u306e\u9593\u306b\u5546\u8ac7\u3068\u3044\u3046\u9577\u3044\u671f\u9593\u304c\u5165\u308b\u305f\u3081\u3001GA4\u306e\u4e2d\u3060\u3051\u3067\u306f\u6210\u679c\u304c\u8ffd\u3048\u307e\u305b\u3093\u3002<\/p>\n\n\n

        \u5177\u4f53\u7684\u306b\u306f\u3001CRM\u3084SFA\u304b\u3089\u5546\u8ac7\u30fb\u53d7\u6ce8\u306e\u30c7\u30fc\u30bf\u3092\u540c\u3058\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5165\u308c\u3001\u5171\u901a\u306eID\u3067\u7d50\u5408\u3057\u307e\u3059\u3002\u30d5\u30a9\u30fc\u30e0\u9001\u4fe1\u6642\u306b\u767a\u884c\u3057\u305fID\u3092\u4e21\u65b9\u306b\u6301\u305f\u305b\u3066\u304a\u3051\u3070\u3001\u6d41\u5165\u7d4c\u8def\u3054\u3068\u306e\u53d7\u6ce8\u91d1\u984d\u307e\u30671\u3064\u306e\u8868\u3067\u51fa\u305b\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

        \u3053\u306e\u69cb\u6210\u304c\u7d44\u3081\u308b\u3068\u3001\u5831\u544a\u306e\u5185\u5bb9\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u300c\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5897\u3048\u307e\u3057\u305f\u300d\u3067\u306f\u306a\u304f\u300c\u3053\u306e\u6d41\u5165\u7d4c\u8def\u304b\u3089\u306e\u53d7\u6ce8\u304c\u56db\u534a\u671f\u3067\u4f55\u4ef6\u30fb\u3044\u304f\u3089\u300d\u3068\u3044\u3046\u5358\u4f4d\u3067\u8a71\u305b\u307e\u3059\u3002\u7d4c\u8def\u5225\u306e\u53d7\u6ce8\u91d1\u984d\u304c\u51fa\u305b\u308b\u3068\u3001\u4e88\u7b97\u914d\u5206\u306e\u8b70\u8ad6\u304c\u6570\u5b57\u3067\u9032\u3080<\/span>\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

        \u7d50\u5408\u306e\u6e96\u5099\u3067\u5fc5\u8981\u306a\u306e\u306f\u3001\u9001\u4fe1\u6642\u306eID\u8a2d\u8a08\u3067\u3059\u3002\u5f8c\u304b\u3089\u7d10\u3065\u3051\u3088\u3046\u3068\u3057\u3066\u3082\u3001\u4e21\u65b9\u306b\u5171\u901a\u306e\u5024\u304c\u306a\u3051\u308c\u3070\u7d50\u5408\u3067\u304d\u307e\u305b\u3093<\/strong>\u3002\u30d5\u30a9\u30fc\u30e0\u3084MA\u306e\u8a2d\u5b9a\u3092\u89e6\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u3001\u3053\u306e\u4e00\u624b\u9593\u3092\u5165\u308c\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n

        \u500b\u4eba\u60c5\u5831\u306e\u6271\u3044\u306b\u3082\u5148\u306b\u7dda\u3092\u5f15\u304d\u307e\u3059\u3002BigQuery\u3078\u6c0f\u540d\u3084\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7d10\u3065\u3051\u7528\u306eID\u3060\u3051\u3092\u6301\u305f\u305b\u3001\u500b\u4eba\u60c5\u5831\u306f\u65e2\u5b58\u306eCRM\u5074\u306b\u7f6e\u3044\u305f\u307e\u307e\u306b\u3059\u308b<\/strong>\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002\u5206\u6790\u306b\u5fc5\u8981\u306a\u306e\u306f\u5c5e\u6027\u3068\u7d50\u679c\u3067\u3042\u3063\u3066\u3001\u8ab0\u3067\u3042\u308b\u304b\u306e\u60c5\u5831\u3067\u306f\u306a\u3044\u5834\u9762\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n

        \u8ab0\u304c\u89e6\u308b\u304b\u3092\u5148\u306b\u6c7a\u3081\u308b<\/h2>\n\n\n

        \u904b\u7528\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u306e\u7ba1\u7406\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u3053\u3092\u66d6\u6627\u306b\u3059\u308b\u3068\u3001\u5f8c\u3067\u6b62\u307e\u308b\u8981\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n

        \u6a29\u9650\u306f\u5c11\u306a\u304f\u3068\u30823\u3064\u306b\u5206\u3051\u307e\u3059\u3002\u8a2d\u5b9a\u3092\u5909\u66f4\u3067\u304d\u308b\u7ba1\u7406\u8005\u3001\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u308b\u5206\u6790\u62c5\u5f53\u3001\u7d50\u679c\u3060\u3051\u3092\u898b\u308b\u95b2\u89a7\u8005\u3002\u5168\u54e1\u306b\u5b9f\u884c\u6a29\u9650\u3092\u6e21\u3059\u3068\u3001\u5927\u304d\u306a\u30af\u30a8\u30ea\u304c\u7121\u81ea\u899a\u306b\u8d70\u3063\u3066\u8cbb\u7528\u304c\u8df3\u306d\u307e\u3059<\/strong>\u3002<\/p>\n\n\n

        \u30b3\u30b9\u30c8\u306e\u7ba1\u7406\u8005\u30821\u4eba\u6c7a\u3081\u307e\u3059\u3002\u6708\u6b21\u3067\u6d88\u8cbb\u91cf\u3092\u78ba\u8a8d\u3057\u3001\u4e0a\u9650\u8a2d\u5b9a\u3092\u7ba1\u7406\u3059\u308b\u5f79\u5272\u3067\u3059\u3002\u6d88\u8cbb\u91cf\u3092\u8ab0\u3082\u898b\u3066\u3044\u306a\u3044\u72b6\u614b\u304c\u3001\u60f3\u5b9a\u5916\u306e\u8acb\u6c42\u306b\u3064\u306a\u304c\u308b\u6700\u5927\u306e\u539f\u56e0<\/span>\u306b\u306a\u308a\u307e\u3059\u3002\u6708\u306b5\u5206\u306e\u78ba\u8a8d\u3067\u8db3\u308a\u307e\u3059\u3002<\/p>\n\n\n

        \u52a0\u3048\u3066\u3001\u62c5\u5f53\u8005\u304c\u5909\u308f\u308b\u3068\u304d\u306e\u5f15\u304d\u7d99\u304e\u9805\u76ee\u3092\u6b8b\u3057\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6240\u5728\u3001\u8ab2\u91d1\u306e\u7d10\u3065\u3051\u5148\u3001\u3088\u304f\u4f7f\u3046\u30af\u30a8\u30ea\u306e\u4fdd\u5b58\u5834\u6240\u306e3\u3064<\/strong>\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u5f8c\u4efb\u306f\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002\u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u3082\u3001\u3042\u308f\u305b\u3066\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n

        \u3088\u304f\u3042\u308b\u5931\u6557<\/h2>\n\n\n

        \u5b9f\u969b\u306b\u8d77\u304d\u3066\u3044\u308b\u3064\u307e\u305a\u304d\u3092\u6319\u3052\u307e\u3059\u3002\u591a\u304f\u306f\u4e8b\u524d\u306b\u77e5\u3063\u3066\u3044\u308c\u3070\u907f\u3051\u3089\u308c\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n

        • \u5fc5\u8981\u306b\u306a\u3063\u3066\u304b\u3089\u8a2d\u5b9a\u3059\u308b\uff08\u904e\u53bb\u5206\u306f\u9061\u308c\u306a\u3044\u305f\u3081\u3001\u305d\u306e\u6642\u70b9\u3067\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u304c\u306a\u3044\uff09<\/li>
        • 1\u65e5100\u4e07\u30a4\u30d9\u30f3\u30c8\u306e\u4e0a\u9650\u3092\u628a\u63e1\u3057\u306a\u3044\u307e\u307e\u8a08\u6e2c\u30a4\u30d9\u30f3\u30c8\u3092\u5897\u3084\u3059\uff08\u505c\u6b62\u3055\u308c\u3001\u6b20\u640d\u304c\u6b8b\u308b\uff09<\/li>
        • SELECT * \u3067\u5168\u671f\u9593\u3092\u4f55\u5ea6\u3082\u8aad\u3080\uff08\u7121\u6599\u67a0\u3092\u77ed\u671f\u9593\u3067\u4f7f\u3044\u5207\u308b\uff09<\/li>
        • \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u3068\u5225\u306b\u8a2d\u5b9a\u3059\u308b\uff08\u5f8c\u304b\u3089\u5909\u66f4\u3067\u304d\u305a\u3001\u7d50\u5408\u306e\u624b\u9593\u304c\u5897\u3048\u308b\uff09<\/li>
        • \u5f53\u65e5\u5206\u306e\u4e00\u6642\u30c6\u30fc\u30d6\u30eb\u3068\u78ba\u5b9a\u5206\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u6df7\u305c\u3066\u96c6\u8a08\u3059\u308b\uff08\u6570\u5b57\u304c\u5408\u308f\u306a\u304f\u306a\u308b\uff09<\/li>
        • GA4\u306e\u753b\u9762\u306e\u6570\u5b57\u3068\u5b8c\u5168\u4e00\u81f4\u3055\u305b\u3088\u3046\u3068\u3059\u308b\uff08\u5b9a\u7fa9\u304c\u9055\u3046\u305f\u3081\u4e00\u81f4\u3057\u306a\u3044\u3002\u7528\u9014\u3067\u4f7f\u3044\u5206\u3051\u308b\uff09<\/li>
        • \u8ab2\u91d1\u4e0a\u9650\u3092\u8a2d\u5b9a\u3057\u306a\u3044\u307e\u307e\u81ea\u52d5\u66f4\u65b0\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u7e4b\u3050\uff08\u60f3\u5b9a\u5916\u306e\u8acb\u6c42\u306b\u3064\u306a\u304c\u308b\uff09<\/li><\/ul>\n\n\n

          \u6700\u5f8c\u304b\u30892\u756a\u76ee\u306f\u3001\u793e\u5185\u5831\u544a\u3067\u6df7\u4e71\u3092\u62db\u304f\u7b87\u6240\u3067\u3059\u3002GA4\u306eUI\u3068BigQuery\u306f\u96c6\u8a08\u306e\u5b9a\u7fa9\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u6570%\u306e\u5dee\u306f\u6b63\u5e38\u3067\u3059<\/strong>\u3002\u3069\u3061\u3089\u3092\u516c\u5f0f\u306e\u6570\u5b57\u3068\u3057\u3066\u4f7f\u3046\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304f\u3068\u3001\u5dee\u306e\u8aac\u660e\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n

          \u6700\u521d\u306e3\u304b\u6708\u306e\u9032\u3081\u65b9<\/h2>\n\n\n

          \u8a2d\u5b9a\u3057\u305f\u5f8c\u3001\u4f55\u304b\u3089\u624b\u3092\u4ed8\u3051\u308b\u304b\u3092\u6c7a\u3081\u3066\u304a\u304f\u3068\u5f62\u306b\u306a\u308a\u307e\u3059\u30023\u304b\u6708\u3092\u76ee\u5b89\u306b\u3057\u305f\u9032\u3081\u65b9\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n

          1\u304b\u6708\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u304c\u6b63\u3057\u304f\u6e9c\u307e\u3063\u3066\u3044\u308b\u304b\u306e\u78ba\u8a8d\u3060\u3051\u3067\u3059\u3002\u65e5\u6b21\u306e\u30a4\u30d9\u30f3\u30c8\u6570\u3092\u6bce\u9031\u898b\u3066\u3001\u6b20\u3051\u3066\u3044\u308b\u65e5\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u5206\u6790\u306b\u8e0f\u307f\u8fbc\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002\u4e0a\u9650\u8d85\u904e\u306b\u3088\u308b\u505c\u6b62\u306b\u6c17\u3065\u3051\u308b\u72b6\u614b\u3092\u4f5c\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002<\/p>\n\n\n

          2\u304b\u6708\u76ee\u306b\u3001GA4\u306eUI\u3067\u306f\u7d44\u3081\u306a\u304b\u3063\u305f\u96c6\u8a08\u30921\u3064\u3060\u3051\u4f5c\u308a\u307e\u3059\u3002\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u5225\u306e\u6210\u679c\u6570\u306a\u3069\u3001\u5b9f\u52d9\u3067\u4f7f\u3046\u4e88\u5b9a\u306e\u3042\u308b\u3082\u306e\u306b\u7d5e\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u6d88\u8cbb\u91cf\u306e\u5b9f\u611f\u3082\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n

          3\u304b\u6708\u76ee\u306b\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u306e\u7d50\u5408\u3092\u8a66\u3057\u307e\u3059\u3002\u53d7\u6ce8\u30c7\u30fc\u30bf\u30921\u56de\u3060\u3051\u624b\u52d5\u3067\u53d6\u308a\u8fbc\u307f\u3001\u6d41\u5165\u7d4c\u8def\u5225\u306e\u53d7\u6ce8\u304c\u51fa\u305b\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3002\u81ea\u52d5\u5316\u306f\u5f8c\u56de\u3057\u3067\u69cb\u3044\u307e\u305b\u3093\u30021\u56de\u3067\u3082\u51fa\u305b\u305f\u5b9f\u7e3e\u304c\u3042\u308c\u3070\u3001\u793e\u5185\u3067\u4fa1\u5024\u3092\u8aac\u660e\u3067\u304d\u307e\u3059<\/strong>\u3002\u6700\u521d\u304b\u3089\u81ea\u52d5\u9023\u643a\u3092\u76ee\u6307\u3059\u3068\u3001\u8a2d\u8a08\u306b\u6642\u9593\u3092\u53d6\u3089\u308c\u3066\u6210\u679c\u304c\u51fa\u306a\u3044\u307e\u307e\u6b62\u307e\u308a\u307e\u3059<\/span>\u3002<\/p>\n\n\n

          \u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n

          \u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u304f\u3066\u3082\u904b\u7528\u3067\u304d\u307e\u3059\u304b<\/h3>\n\n\n

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          \u7121\u6599\u67a0\u3060\u3051\u3067\u7d9a\u3051\u3089\u308c\u307e\u3059\u304b<\/h3>\n\n\n

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          Looker Studio\u306b\u76f4\u63a5\u3064\u306a\u3052\u3070\u3088\u3044\u306e\u3067\u306f<\/h3>\n\n\n

          GA4\u3068Looker Studio\u306e\u76f4\u63a5\u63a5\u7d9a\u3067\u3082\u591a\u304f\u306e\u53ef\u8996\u5316\u306f\u3067\u304d\u307e\u3059\u3002BigQuery\u3092\u631f\u3080\u4fa1\u5024\u306f\u3001\u4fdd\u6301\u671f\u9593\u3092\u8d85\u3048\u305f\u30c7\u30fc\u30bf\u3092\u6301\u3066\u308b\u3053\u3068\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u3068\u7d50\u5408\u3067\u304d\u308b\u3053\u3068\u3001\u91cd\u3044\u96c6\u8a08\u3092\u4e8b\u524d\u306b\u6e08\u307e\u305b\u3066\u8efd\u304f\u8868\u793a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u76ee\u7684\u304c\u5b9a\u671f\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u306a\u3089\u3001\u76f4\u63a5\u63a5\u7d9a\u3067\u8db3\u308a\u307e\u3059\u3002<\/p>\n\n\n

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

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