{"id":6107,"date":"2025-06-20T05:30:00","date_gmt":"2025-06-19T20:30:00","guid":{"rendered":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/?p=6107"},"modified":"2025-06-21T13:08:51","modified_gmt":"2025-06-21T04:08:51","slug":"115","status":"publish","type":"post","link":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/dx_org\/115\/","title":{"rendered":"ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f\u30c7\u30fc\u30bf\u9023\u643a\u306b\u5fc5\u8981\u306a\u57fa\u672c\u77e5\u8b58\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<div class=\"wp-block-group p-block-topic\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">\u3053\u306e\u8a18\u4e8b\u304c\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>ETL\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u3067\u3042\u308bExtract\u30fbTransform\u30fbLoad\u306e\u51e6\u7406\u5185\u5bb9\u304c\u308f\u304b\u308b<\/strong><\/li>\n\n\n\n<li><strong>ETL\u30c4\u30fc\u30eb\u306e\u5177\u4f53\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u6d3b\u7528\u30b7\u30fc\u30f3\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong><\/li>\n\n\n\n<li><strong>ETL\u30c4\u30fc\u30eb\u9078\u5b9a\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u3068\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\u304c\u308f\u304b\u308b<\/strong><\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p><strong>\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u5e74\u3005\u5897\u52a0\u3059\u308b\u4e2d\u3001ETL\u30c4\u30fc\u30eb\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3059\u308b\u6a5f\u4f1a\u3082\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002<\/strong>\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u3064\u306a\u304e\u3001\u60c5\u5831\u3092\u6574\u7406\u30fb\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u9023\u643a\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001ETL\u3068\u3044\u3046\u8a00\u8449\u81ea\u4f53\u306b\u3042\u307e\u308a\u99b4\u67d3\u307f\u304c\u306a\u3044\u65b9\u3082\u591a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u306e\u57fa\u672c\u7684\u306a\u610f\u5473\u304b\u3089\u3001\u5c0e\u5165\u306b\u3088\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u30b7\u30fc\u30f3\u30fb\u30c4\u30fc\u30eb\u9078\u5b9a\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h2>\n\n\n\n<p><strong>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u306b\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3001\u4f7f\u3044\u3084\u3059\u3044\u5f62\u306b\u5909\u63db\u3057\u3001\u6307\u5b9a\u306e\u5834\u6240\u306b\u79fb\u3059\u305f\u3081\u306e\u30c7\u30fc\u30bf\u9023\u643a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong>\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6563\u5728\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u7684\u306b\u6271\u3044\u3001\u5206\u6790\u3084\u6d3b\u7528\u304c\u3057\u3084\u3059\u3044\u5f62\u306b\u6574\u3048\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u696d\u52d9\u6539\u5584\u30fbDX\u63a8\u9032\u306e\u5206\u91ce\u3067\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u76ee\u7684\u306b\u5fdc\u3058\u3066\u518d\u69cb\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u304a\u308a\u3001ETL\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u8fd1\u5e74\u3067\u306f\u30af\u30e9\u30a6\u30c9\u578b\u3084\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u4f7f\u3048\u308b\u3082\u306e\u3082\u767b\u5834\u3057\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u6271\u3048\u308b\u70b9\u3082\u666e\u53ca\u306e\u7406\u7531\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\u305d\u3082\u305d\u3082ETL\u3068\u306f\u4f55\u304b<\/mark><\/h3>\n\n\n\n<p><strong>ETL\u3068\u306f\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u5b58\u5728\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u53ef\u80fd\u306a\u5f62\u306b\u6574\u3048\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u51e6\u7406\u3092\u6307\u3057\u307e\u3059\u3002<\/strong>\u300cExtract\uff08\u62bd\u51fa\uff09\u300d\u300cTransform\uff08\u5909\u63db\uff09\u300d\u300cLoad\uff08\u66f8\u304d\u8fbc\u307f\uff09\u300d\u3068\u3044\u30463\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001ETL\u30c4\u30fc\u30eb\u306f\u3053\u306e\u6d41\u308c\u3092\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ETL\u306e\u57fa\u672c\u3092\u69cb\u6210\u3059\u308b3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"wp-block-group p-block-topic\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>ETL\u306e\u57fa\u672c\u3092\u69cb\u6210\u3059\u308b3\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Extract\uff08\u62bd\u51fa\uff09<\/strong><\/li>\n\n\n\n<li><strong>Transform\uff08\u5909\u63db\uff09<\/strong><\/li>\n\n\n\n<li><strong>Load\uff08\u66f8\u304d\u8fbc\u307f\uff09<\/strong><\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\uff11\uff0eExtract\uff08\u62bd\u51fa\uff09<\/mark><\/h4>\n\n\n\n<p><strong>Extract\u306f\u3001ETL\u30d7\u30ed\u30bb\u30b9\u306e\u7b2c\u4e00\u6bb5\u968e\u3067\u3042\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u6e90\u304b\u3089\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3059\u5de5\u7a0b\u3067\u3059\u3002<\/strong>\u30c7\u30fc\u30bf\u306f\u4f01\u696d\u5185\u306e\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u30fb\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30fb\u5916\u90e8\u306eWeb\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u7570\u306a\u308b\u5834\u6240\u3084\u5f62\u5f0f\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u6d3b\u7528\u3057\u3065\u3089\u3044\u72b6\u614b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u306e\u76f4\u63a5\u53d6\u5f97\u3084\u3001API\u3092\u4ecb\u3057\u305f\u53d6\u5f97\u3001CSV\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u8fbc\u307f\u306a\u3069\u3001\u591a\u69d8\u306a\u65b9\u6cd5\u3067\u8907\u96d1\u306a\u74b0\u5883\u304b\u3089\u4e00\u5143\u7684\u306b\u60c5\u5831\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u3053\u3046\u3057\u305f\u62bd\u51fa\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u6f0f\u308c\u3084\u4eba\u70ba\u7684\u30df\u30b9\u3092\u9632\u304e\u306a\u304c\u3089\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\uff12\uff0eTransform\uff08\u5909\u63db\uff09<\/mark><\/h4>\n\n\n\n<p><strong>Transform\u306f\u3001\u62bd\u51fa\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u306b\u5fdc\u3058\u3066\u6574\u7406\u30fb\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u3067\u3059\u3002<\/strong>\u751f\u30c7\u30fc\u30bf\u306e\u307e\u307e\u3067\u306f\u5206\u6790\u3084\u4ed6\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9023\u643a\u306b\u4f7f\u3044\u3065\u3089\u3044\u306e\u3067\u3001\u4e0d\u8981\u306a\u60c5\u5831\u306e\u524a\u9664\u30fb\u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u7d71\u4e00\u30fb\u9805\u76ee\u306e\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3068\u3044\u3063\u305f\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5909\u63db\u51e6\u7406\u306e\u8cea\u306f\u3001\u5206\u6790\u306e\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001ETL\u30d7\u30ed\u30bb\u30b9\u306e\u4e2d\u3067\u3082\u7279\u306b\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u8a2d\u5b9a\u3057\u305f\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u3001\u6b63\u78ba\u306b\u51e6\u7406\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u8cea\u306e\u9ad8\u3044\u5909\u63db\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u74b0\u5883\u3092\u6574\u5099\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\uff13\uff0eLoad\uff08\u66f8\u304d\u8fbc\u307f\uff09<\/mark><\/h4>\n\n\n\n<p><strong>Load\u306f\u3001ETL\u30d7\u30ed\u30bb\u30b9\u306e\u6700\u7d42\u30b9\u30c6\u30c3\u30d7\u3067\u3042\u308a\u3001\u6574\u5f62\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u76ee\u7684\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3059\u308b\u5de5\u7a0b\u3067\u3059\u3002<\/strong>\u5909\u63db\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u30fb\u30c7\u30fc\u30bf\u57fa\u76e4\u30fb\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u3001\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u306b\u8ee2\u9001\u3059\u308b\u51e6\u7406\u3067\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u4e26\u884c\u3057\u3066\u9001\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u8ee2\u9001\u6642\u306b\u30c7\u30fc\u30bf\u6574\u5408\u6027\u3092\u4fdd\u3064\u305f\u3081\u306e\u30c1\u30a7\u30c3\u30af\u6a5f\u80fd\u3084\u3001\u969c\u5bb3\u6642\u306e\u30ea\u30ab\u30d0\u30ea\u6a5f\u80fd\u306a\u3069\u3082\u5099\u3048\u3066\u304a\u308a\u3001\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u306e\u904b\u7528\u3092\u652f\u3048\u307e\u3059\u3002\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u5b8c\u4e86\u3059\u308b\u3053\u3068\u3067\u3001\u306f\u3058\u3081\u3066\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6e96\u5099\u304c\u6574\u3044\u3001\u4f01\u696d\u306e\u610f\u601d\u6c7a\u5b9a\u3084\u696d\u52d9\u6539\u5584\u306b\u5f79\u7acb\u3066\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6d3b\u7528\u30b7\u30fc\u30f3<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u308b\u4e2d\u3067\u3001ETL\u30c4\u30fc\u30eb\u306f\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u624b\u6bb5\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u52b9\u7387\u5316\u3084\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u4ed5\u7d44\u307f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u306a\u304b\u3067\u3082\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u30fb\u6574\u7406\u3057\u3066\u6d3b\u7528\u53ef\u80fd\u306a\u5f62\u306b\u5909\u63db\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u70b9\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u9b45\u529b\u7684\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067ETL\u30c4\u30fc\u30eb\u304c\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u306e\u304b\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\u4ed6\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u30fb\u81ea\u52d5\u5316\u306b\u3088\u308b\u696d\u52d9\u6539\u5584<\/mark><\/h3>\n\n\n\n<p><strong>ETL\u30c4\u30fc\u30eb\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u304c\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30b9\u30e0\u30fc\u30ba\u306a\u30c7\u30fc\u30bf\u9023\u643a\u306e\u5b9f\u73fe\u3068\u3001\u305d\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/strong>\u4f8b\u3048\u3070\u3001\u55b6\u696d\u652f\u63f4\u30c4\u30fc\u30eb\uff08SFA\uff09\u3084\u9867\u5ba2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08CRM\uff09\u30fb\u4f1a\u8a08\u30bd\u30d5\u30c8\u306a\u3069\u3001\u90e8\u9580\u3054\u3068\u306b\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5143\u5316\u3059\u308b\u4f5c\u696d\u306b\u591a\u304f\u306e\u624b\u9593\u3068\u6642\u9593\u304c\u639b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u5834\u9762\u3067ETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5404\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u5fc5\u8981\u306a\u5f62\u5f0f\u306b\u5909\u63db\u3057\u3066\u5171\u901a\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u60c5\u5831\u306e\u6574\u5408\u6027\u5411\u4e0a\u3084\u4f5c\u696d\u6642\u9593\u524a\u6e1b\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u5206\u6790\u3068\u3044\u3063\u305f\u3001\u696d\u52d9\u6539\u5584\u306b\u3064\u306a\u3052\u3089\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">DX\u63a8\u9032\u306b\u304a\u3051\u308bETL\u30c4\u30fc\u30eb\u306e\u5f79\u5272<\/mark><\/h3>\n\n\n\n<p>DX\uff08\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff09\u3068\u306f\u3001\u696d\u52d9\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u3092\u901a\u3058\u3066\u4f01\u696d\u306e\u7af6\u4e89\u529b\u3092\u9ad8\u3081\u308b\u53d6\u308a\u7d44\u307f\u3067\u3059\u304c\u3001\u5b9f\u73fe\u306b\u306f\u5927\u91cf\u304b\u3064\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u304c\u5fc5\u8981\u3067\u3059\u3002<strong>ETL\u30c4\u30fc\u30eb\u306f\u305d\u306e\u74b0\u5883\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001\u5404\u90e8\u9580\u304c\u6301\u3064\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30fb\u5909\u63db\u3057\u3001\u5206\u6790\u53ef\u80fd\u306a\u72b6\u614b\u3078\u3068\u6574\u3048\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u5206\u6790\u306b\u304b\u3051\u308b\u6642\u9593\u306e\u5927\u5e45\u306a\u77ed\u7e2e\u304c\u53ef\u80fd\u306b\u306a\u308b\u305f\u3081\u3001\u8fc5\u901f\u306b\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3084\u6226\u7565\u7acb\u6848\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u90e8\u9580\u9593\u3067\u306e\u60c5\u5831\u9023\u643a\u306e\u5186\u6ed1\u5316\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306b\u3088\u308b\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u306e\u4ed6\u696d\u52d9\u3078\u306e\u632f\u308a\u5206\u3051\u306a\u3069\u3001DX\u63a8\u9032\u3092\u52a0\u901f\u3055\u305b\u308b\u571f\u53f0\u3068\u3057\u3066\u3001ETL\u30c4\u30fc\u30eb\u306f\u6b20\u304b\u305b\u306a\u3044\u5b58\u5728\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5931\u6557\u3057\u306a\u3044ETL\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9<\/h2>\n\n\n\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u3001\u6a5f\u80fd\u306e\u5145\u5b9f\u5ea6\u3084\u64cd\u4f5c\u6027\u30fb\u4fa1\u683c\u5e2f\u306b\u304f\u308f\u3048\u3066\u3001\u81ea\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u74b0\u5883\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u76ee\u7684\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u898b\u6975\u3081\u304c\u91cd\u8981\u3067\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3092\u9078\u3070\u306a\u3051\u308c\u3070\u3001\u304b\u3048\u3063\u3066\u696d\u52d9\u52b9\u7387\u304c\u4e0b\u304c\u3063\u305f\u308a\u3001\u904b\u7528\u30b3\u30b9\u30c8\u304c\u81a8\u3089\u3093\u3060\u308a\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u7ae0\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u9078\u5b9a\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u306b\u307e\u3068\u3081\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group p-block-topic\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><strong>\u30af\u30e9\u30a6\u30c9\u578b\u30fb\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u306e\u9055\u3044<\/strong><\/li>\n\n\n\n<li><strong>\u521d\u3081\u3066\u5c0e\u5165\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f\u70b9<\/strong><\/li>\n\n\n\n<li><strong>\u521d\u5fc3\u8005\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u3068\u306f<\/strong><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\u30af\u30e9\u30a6\u30c9\u578b\u30fb\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u306e\u9055\u3044<\/mark><\/h3>\n\n\n\n<p><strong>ETL\u30c4\u30fc\u30eb\u306b\u306f\u5927\u304d\u304f\u5206\u3051\u3066\u30af\u30e9\u30a6\u30c9\u578b\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u306e2\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/strong>\u30af\u30e9\u30a6\u30c9\u578b\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5229\u7528\u3067\u304d\u3001\u521d\u671f\u5c0e\u5165\u306e\u30b3\u30b9\u30c8\u304c\u6291\u3048\u3089\u308c\u308b\u4e0a\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u904b\u7528\u3092\u958b\u59cb\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3084\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u81ea\u52d5\u3067\u884c\u308f\u308c\u308b\u306e\u3067\u3001\u793e\u5185\u306eIT\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u4f01\u696d\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u306f\u81ea\u793e\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u69cb\u7bc9\u3059\u308b\u30bf\u30a4\u30d7\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u521d\u671f\u8cbb\u7528\u3084\u7ba1\u7406\u8ca0\u62c5\u304c\u5927\u304d\u304f\u306a\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\u521d\u3081\u3066\u5c0e\u5165\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f\u70b9<\/mark><\/h3>\n\n\n\n<p><strong>\u521d\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u5834\u5408\u3001\u6a5f\u80fd\u3084\u4fa1\u683c\u3060\u3051\u3067\u9078\u3070\u305a\u3001\u904b\u7528\u307e\u3067\u898b\u636e\u3048\u305f\u691c\u8a0e\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/strong>\u306a\u304b\u3067\u3082\u3001\u81ea\u793e\u306e\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u308b\u304b\u3001\u5c06\u6765\u7684\u306a\u62e1\u5f35\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3068\u3044\u3063\u305f\u89b3\u70b9\u306f\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u308f\u305b\u3066\u3001\u5c0e\u5165\u5f8c\u306e\u4fdd\u5b88\u3084\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u5bfe\u5fdc\u3001\u793e\u5185\u6559\u80b2\u306e\u4f53\u5236\u304c\u6574\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3082\u78ba\u8a8d\u3057\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u305d\u306e\u3082\u306e\u304c\u76ee\u7684\u5316\u3057\u3066\u3057\u307e\u3044\u3001\u5b9f\u969b\u306e\u696d\u52d9\u6539\u5584\u3084\u5206\u6790\u6d3b\u7528\u306b\u7d50\u3073\u3064\u304b\u306a\u3044\u30b1\u30fc\u30b9\u3082\u3042\u308b\u305f\u3081\u3001\u5c0e\u5165\u306e\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-mainblue-color\">\u521d\u5fc3\u8005\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u3068\u306f<\/mark><\/h3>\n\n\n\n<p>\u521d\u5fc3\u8005\u3067\u3082\u6271\u3044\u3084\u3059\u3044ETL\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u3068\u3057\u3066\u307e\u305a\u6319\u3052\u3089\u308c\u308b\u306e\u304c\u3001\u8996\u899a\u7684\u306b\u64cd\u4f5c\u3067\u304d\u308bGUI\uff08\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u306e\u5b58\u5728\u3067\u3059\u3002\u30de\u30a6\u30b9\u64cd\u4f5c\u3067\u30d5\u30ed\u30fc\u3092\u7d44\u307f\u7acb\u3066\u3089\u308c\u308b\u8a2d\u8a08\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u304c\u306a\u3044\u4eba\u3067\u3082\u76f4\u611f\u7684\u306b\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u308b\u51e6\u7406\u8a2d\u8a08\u6a5f\u80fd\u3001\u65e5\u672c\u8a9e\u5bfe\u5fdc\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u30fb\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308c\u3070\u5927\u304d\u306a\u5b89\u5fc3\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<strong>\u30c4\u30fc\u30eb\u9078\u3073\u306b\u304a\u3044\u3066\u306f\u3001\u904b\u7528\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3084\u90e8\u7f72\u306e\u4f53\u5236\u3092\u8e0f\u307e\u3048\u3001\u7121\u7406\u306a\u304f\u4f7f\u3044\u3053\u306a\u305b\u308b\u88fd\u54c1\u3092\u9078\u3076\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u4e00\u89a7<\/h2>\n\n\n\n<p>ETL\u30c4\u30fc\u30eb\u306b\u306f\u56fd\u7523\u30fb\u6d77\u5916\u88fd\u30fb\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30bf\u30a4\u30d7\u304c\u3042\u308a\u3001\u7528\u9014\u3084\u898f\u6a21\u306b\u5fdc\u3058\u305f\u88fd\u54c1\u3092\u9078\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u8868\u3067\u306f\u3001\u521d\u5fc3\u8005\u306b\u3082\u6271\u3044\u3084\u3059\u3044\u56fd\u7523\u306e\u88fd\u54c1\u3092\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th class=\"has-text-align-center\" data-align=\"center\">\u30c4\u30fc\u30eb\u540d<\/th><th>\u7279\u5fb4\u30fb\u30e1\u30ea\u30c3\u30c8<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><a href=\"https:\/\/www.asteria.com\/jp\/warp\/\" target=\"_blank\" rel=\"noopener\" title=\"\">ASTERIA Warp<\/a><\/strong><\/td><td>\u30ce\u30fc\u30b3\u30fc\u30c9\u64cd\u4f5c\u3068\u65e5\u672c\u8a9eUI\u306b\u5bfe\u5fdc\u3002\u8c4a\u5bcc\u306a\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3061\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u6027\u304c\u9b45\u529b\u3002<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Waha! Transformer<\/a><\/strong><\/td><td>\u5927\u91cf\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u8c4a\u5bcc\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u5f37\u307f\u3002\u5b98\u516c\u5e81\u3084\u5927\u4f01\u696d\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u591a\u304f\u3001\u4fe1\u983c\u6027\u3068\u5b89\u5b9a\u6027\u306b\u512a\u308c\u308b\u3002<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><a href=\"https:\/\/www.hulft.com\/software\/dataspider\" target=\"_blank\" rel=\"noopener\" title=\"\">DataSpider Servista<\/a><\/strong><\/td><td>80\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u9023\u643a\u306b\u5bfe\u5fdc\u3002GUI\u306b\u3088\u308b\u30ce\u30fc\u30b3\u30fc\u30c9\u8a2d\u8a08\u3068\u9ad8\u901f\u306a\u4e26\u5217\u51e6\u7406\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u9023\u643a\u3082\u5bb9\u6613\u306b\u5b9f\u73fe\u3002<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><a href=\"https:\/\/reckoner.io\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Reckoner<\/a><\/strong><\/td><td>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u3067SaaS\u9023\u643a\u306b\u7279\u5316\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u4e0d\u8981\u3067\u8a2d\u5b9a\u53ef\u80fd\u306aUI\u3068\u81ea\u52d5\u5316\u6a5f\u80fd\u304c\u4e2d\u5c0f\u4f01\u696d\u3084DX\u90e8\u9580\u306b\u6700\u9069\u3002<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong><a href=\"https:\/\/primenumber.com\/trocco\" target=\"_blank\" rel=\"noopener\" title=\"\">TROCCO\u00ae<\/a><\/strong><\/td><td>\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u81ea\u52d5\u5316\u306b\u512a\u308c\u3001BigQuery\u3084Redshift\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u3044\u3002\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u5206\u6790\u90e8\u9580\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u8a2d\u8a08\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5834\u6240\u306b\u6563\u5728\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u62bd\u51fa\u30fb\u5909\u63db\u30fb\u7d71\u5408\u3057\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u6b20\u304b\u305b\u306a\u3044\u5b58\u5728\u3067\u3059\u3002<\/strong>\u7279\u306b\u3001DX\u63a8\u9032\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u30c7\u30fc\u30bf\u3092\u9023\u643a\u30fb\u6d3b\u7528\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u6c42\u3081\u3089\u308c\u3066\u304a\u308a\u3001ETL\u30c4\u30fc\u30eb\u306f\u305d\u306e\u571f\u53f0\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u56fd\u7523\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u3044\u305a\u308c\u3082\u4f7f\u3044\u3084\u3059\u3055\u3068\u4fe1\u983c\u6027\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u521d\u3081\u3066\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u4f01\u696d\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u64cd\u4f5c\u306e\u3057\u3084\u3059\u3055\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3001\u62e1\u5f35\u6027\u306a\u3069\u3001\u8907\u6570\u306e\u8996\u70b9\u304b\u3089\u6bd4\u8f03\u30fb\u691c\u8a0e\u3057\u3001\u81ea\u793e\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3093\u3067\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-mainblue-color\">\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u3092\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\uff01<\/mark><\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3067\u3042\u308bDXA\u30e1\u30f3\u30d0\u30fc\u304c\u3001\u696d\u52d9\u7d4c\u9a13\u3092\u3082\u3068\u306b\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\uff01<br>\u304a\u3059\u3059\u30813\u9078\u306f\u3053\u3061\u3089\uff01<\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-mainblue-color\">\uff11\uff0eGA4 \u30b5\u30f3\u30d7\u30eb\u30ec\u30dd\u30fc\u30c8\uff5cLooker Studio\u3000\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8<\/mark><\/strong><br>GA4\u306e\u57fa\u672cKPI\u304c\u7db2\u7f85\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u3059\uff01\u30c7\u30fc\u30bf\u3092\u5dee\u3057\u66ff\u3048\u308c\u3070\u3059\u3050\u306b\u3054\u6d3b\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group l-block-card  no-category\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"> <div class=\"c-card-item\">\n<a class=\"c-link-card\" href=\"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/paper\/002-2\/\" title=\"GA4 \u30b5\u30f3\u30d7\u30eb\u30ec\u30dd\u30fc\u30c8\uff5cLooker Studio\u3000\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8\" target=\"_blank\" rel=\"noopener\">\n<figure class=\"c-thumb-entry\"><img src='https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp\/wp-content\/uploads\/2024\/01\/\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8-4-300x158.png' alt='GA4 \u30b5\u30f3\u30d7\u30eb\u30ec\u30dd\u30fc\u30c8\uff5cLooker Studio\u3000\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8'\/><\/figure>\n<div class=\"c-info-item\">\n<div class=\"c-main-categry\"> <\/div>\n<div class=\"c-entry-title\">GA4 \u30b5\u30f3\u30d7\u30eb\u30ec\u30dd\u30fc\u30c8\uff5cLooker Studio\u3000\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8 <\/div>\n<\/div><\/a><\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-mainblue-color\">\uff12\uff0e\u30b5\u30f3\u30d7\u30eb\u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 | Tableau\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8<\/mark><\/strong><br>\u5b9f\u969b\u306b\u3054\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3057\u305f\u3082\u306e\u3067\u3059\uff01\u662f\u975e\u69cb\u6210\u3084\u30b0\u30e9\u30d5\u9078\u629e\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-group l-block-card  no-category\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"> <div class=\"c-card-item\">\n<a class=\"c-link-card\" href=\"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/paper\/005-2\/\" title=\"\u30b5\u30f3\u30d7\u30eb\u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 | Tableau\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8\" target=\"_blank\" rel=\"noopener\">\n<figure class=\"c-thumb-entry\"><img src='https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp\/wp-content\/uploads\/2024\/05\/\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8-7-300x158.png' alt='\u30b5\u30f3\u30d7\u30eb\u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 | Tableau\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8'\/><\/figure>\n<div class=\"c-info-item\">\n<div class=\"c-main-categry\"> <\/div>\n<div class=\"c-entry-title\">\u30b5\u30f3\u30d7\u30eb\u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9 | Tableau\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8 <\/div>\n<\/div><\/a><\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-mainblue-color\">\uff13\uff0e\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u90e8\u9577\u3055\u3093\u5fc5\u898b\uff01\u30c7\u30fc\u30bf\u6d3b\u7528 \u5185\u88fd\u5316\u306e\u6b63\u3057\u3044\u9032\u3081\u65b9<\/mark><\/strong><br>\u3053\u308c\u307e\u3067\u3054\u652f\u63f4\u3057\u3066\u304d\u305f\u5b9f\u7e3e\u3092\u3082\u3068\u306b\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5185\u88fd\u5316\u306e\u9032\u3081\u65b9\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\uff01\u7d44\u7e54\u306eDX\u3092\u62c5\u308f\u308c\u3066\u3044\u308b\u65b9\u3001\u5fc5\u8aad\u3067\u3059\uff01<\/p>\n\n\n\n<div class=\"wp-block-group l-block-card  no-category\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"> <div class=\"c-card-item\">\n<a class=\"c-link-card\" href=\"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/paper\/004-2\/\" title=\"\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u90e8\u9577\u3055\u3093\u5fc5\u898b\uff01\u30c7\u30fc\u30bf\u6d3b\u7528 \u5185\u88fd\u5316\u306e\u6b63\u3057\u3044\u9032\u3081\u65b9\" target=\"_blank\" rel=\"noopener\">\n<figure class=\"c-thumb-entry\"><img src='https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp\/wp-content\/uploads\/2024\/04\/\u7121\u6599\u30d7\u30ec\u30bc\u30f3\u30c8-300x158.png' alt='\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u90e8\u9577\u3055\u3093\u5fc5\u898b\uff01\u30c7\u30fc\u30bf\u6d3b\u7528 \u5185\u88fd\u5316\u306e\u6b63\u3057\u3044\u9032\u3081\u65b9'\/><\/figure>\n<div class=\"c-info-item\">\n<div class=\"c-main-categry\"> <\/div>\n<div class=\"c-entry-title\">\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u90e8\u9577\u3055\u3093\u5fc5\u898b\uff01\u30c7\u30fc\u30bf\u6d3b\u7528 \u5185\u88fd\u5316\u306e\u6b63\u3057\u3044\u9032\u3081\u65b9 <\/div>\n<\/div><\/a><\/div>\n<\/div><\/div>\n\n\n\n<p>\u4ee5\u4e0a\u3001\u304a\u3059\u3059\u30813\u9078\u3067\u3057\u305f\uff01<br>\u3059\u3079\u3066\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u304a\u6c17\u8efd\u306b\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-mainblue-color\">\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304a\u56f0\u308a\u306e\u65b9\u3078<\/mark><\/h3>\n\n\n\n<p>\u79c1\u305f\u3061DX-Accelerator\u4e8b\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u3064\u3044\u3066\u306e\u69d8\u3005\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3063\u305f\u4eba\u6750\u304c\u5e38\u99d0\u3067\u30c7\u30fc\u30bf\u6d3b\u7528\u652f\u63f4\u3092\u884c\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<br>\u5f53\u4e8b\u696d\u306f\u30ed\u30fc\u30f3\u30c1\u304b\u3089\u7d043\u5e74\uff0824\u5e749\u6708\u6642\u70b9\uff09\u3067\u3059\u304c\u3001\u3053\u308c\u307e\u3067\u306b\u69d8\u3005\u306a\u696d\u754c\u30fb\u696d\u7a2e\u306e\u304a\u5ba2\u3055\u307e\u306e\u304a\u624b\u4f1d\u3044\u3092\u3055\u305b\u3066\u3044\u305f\u3060\u3044\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c11\u3057\u3067\u3082\u8208\u5473\u3092\u6301\u3063\u3066\u304f\u3060\u3055\u3063\u305f\u308a\u3001\u3059\u3067\u306b\u3054\u76f8\u8ac7\u3092\u3057\u305f\u3044\u3053\u3068\u304c\u3042\u308b\u65b9\u306f\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002\u73fe\u5728\u3042\u306a\u305f\u306e\u7d44\u7e54\u306e\u30d5\u30a7\u30fc\u30ba\u304c\u3069\u3053\u306b\u3042\u308b\u304b\u306f\u95a2\u4fc2\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305a\u306f\u304a\u8a71\u3092\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/#contact\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u3054\u76f8\u8ac7\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3082\u3046\u5c11\u3057\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u77e5\u308a\u305f\u3044\u65b9\u306f\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599\u3082\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/lp.uncovertruth.co.jp\/dxa\/wp000?_ga=2.2578416.1516286710.1708917420-1991674602.1708917420\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599<\/strong><\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u304c\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068 \u306f\u3058\u3081\u306b \u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u6271\u3046\u30c7\u30fc\u30bf\u91cf\u304c\u5e74\u3005\u5897\u52a0\u3059\u308b\u4e2d\u3001ETL\u30c4\u30fc\u30eb\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3059\u308b\u6a5f\u4f1a\u3082\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u3064\u306a\u304e\u3001\u60c5\u5831\u3092\u6574\u7406\u30fb\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u9023 [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":6109,"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":[46,39],"tags":[],"blog_category":[80],"class_list":["post-6107","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-database","category-dx_org","blog_category-blog"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/6107","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\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/comments?post=6107"}],"version-history":[{"count":15,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/6107\/revisions"}],"predecessor-version":[{"id":6139,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/posts\/6107\/revisions\/6139"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/media\/6109"}],"wp:attachment":[{"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/media?parent=6107"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/categories?post=6107"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/tags?post=6107"},{"taxonomy":"blog_category","embeddable":true,"href":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/wp-json\/wp\/v2\/blog_category?post=6107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}