{"id":15141,"date":"2025-01-07T17:59:02","date_gmt":"2025-01-07T08:59:02","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=15141"},"modified":"2025-01-07T18:00:33","modified_gmt":"2025-01-07T09:00:33","slug":"etl-function","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/etl-function\/","title":{"rendered":"ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"<p>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u307e\u3060ETL\u3092\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001ETL\u30c4\u30fc\u30eb\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u4e0d\u660e\u306a\u70b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001ETL\u3068ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>ETL\u3068\u306f\uff1f\u7528\u8a9e\u3068\u3057\u3066\u306e\u610f\u5473\u3001\u5b9a\u7fa9\u3092\u30b9\u30c3\u30ad\u30ea\u89e3\u6d88<\/h2>\n<p>\u306f\u3058\u3081\u306b\u3001ETL\u306e\u7528\u8a9e\u3068\u3057\u3066\u306e\u610f\u5473\u3084\u5b9a\u7fa9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002ETL\u306e\u8a00\u8449\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>ETL\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-19845\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Arrow-Timeline-Process-Diagram-Infographic-Brainstorm-1024x453.png\" alt=\"ETL\" width=\"1024\" height=\"453\" \/><\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u3068\u306f\u3001\u300cExtract\u300d\u300cTransform\u300d\u300cLoad\u300d\u306e\u982d\u6587\u5b57\u3092\u53d6\u3063\u305f\u3082\u306e\u3067\u3001\u4e0a\u56f3\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u52a0\u5de5\u3057\u3001DWH\u3078\u9023\u643a\u3059\u308b\u4e00\u9023\u306e\u6d41\u308c\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u53c2\u8003\uff1aETL\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\">ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u307e\u3060ETL\u3092\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001ETL\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001ETL\u30c4\u30fc\u30eb\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u304b\u306a\u3069\u4e0d\u660e\u306a\u70b9\u3082\u591a\u3044\u306e\u3067\u306f[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/etl-function\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"375\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/AdobeStock_364831100-375x375.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"ETL\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<p>3\u3064\u306e\u305d\u308c\u305e\u308c\u306e\u5de5\u7a0b\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u306e\u3042\u3068ETL\u30c4\u30fc\u30eb\u306e\u89e3\u8aac\u90e8\u5206\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068ELT\u306e\u9055\u3044<\/h4>\n<p>ETL\u306f\u3001Extract\uff08\u62bd\u51fa\uff09\u3001Transform\uff08\u5909\u63db\uff09\u3001Load\uff08\u30ed\u30fc\u30c9\uff09\u306e\u7565\u3067\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u5909\u63db\u3057\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001ELT\u306f\u3001Extract\uff08\u62bd\u51fa\uff09\u3001Load\uff08\u30ed\u30fc\u30c9\uff09\u3001Transform\uff08\u5909\u63db\uff09\u306e\u7565\u3067\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u30ed\u30fc\u30c9\u3057\u3001\u305d\u306e\u5f8c\u306b\u5909\u63db\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3064\u307e\u308a\u3001ETL\u306f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3092\u884c\u3044\u3001ELT\u306f\u30c7\u30fc\u30bf\u306e\u5f8c\u51e6\u7406\u3092\u884c\u3046\u3068\u3044\u3046\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068DWH\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DWH\uff08\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff09\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u305f\u306e\u3061\u3001\u4fdd\u5b58\u3059\u308b\u5834\u6240\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span>\u305d\u3057\u3066ETL\u306f\u3001DWH\u3078\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3059\u308b\u904e\u7a0b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068BI\u306e\u9055\u3044<\/h4>\n<p>BI\u306f\u3001\u300c\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u300d\u306e\u7565\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong><span class=\"ep-label es-round es-borderDashedS brc-Lblue bgc-VPblue es-RpaddingSS es-LpaddingSS\">\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u2192\u84c4\u7a4d\u2192\u5206\u6790\u2192\u53ef\u8996\u5316<\/span><\/strong><\/p>\n<p>\u4e0a\u8a18\u304c\u4e00\u822c\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u6d41\u308c\u3067\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306f\u3001\u4f01\u696d\u304c\u6301\u3064\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u884c\u308f\u308c\u307e\u3059\u304c\u3001\u305d\u306e\u3082\u3068\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3066\u3044\u308b\u306e\u304cDWH\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u306f\u3001\u3053\u306eDWH\u3078\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u683c\u7d0d\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3059\u305f\u3081\u3001BI\u306b\u3068\u3063\u3066ETL\u306f\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u3068\u3082\u8a00\u3048\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aBI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/business-intelligence\/\" target=\"_self\">BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30d3\u30b8\u30cd\u30b9\u306e\u5834\u3067\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3057\u305f\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u3067BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3078\u306e\u95a2\u5fc3\u3084\u5c0e\u5165\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u3057\u304b\u3057\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u306b\u8208\u5473\u306f\u3042\u308b\u3082\u306e\u306e\u3001[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/business-intelligence\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-36-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u3068\u306f\uff1f\u6a5f\u80fd\u3084\u4ed5\u7d44\u307f\u3001BI\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h4 class=\"icon-question\">\u3000\u3010\u53c2\u8003\u3011ETL\u3068EAI\u306e\u9055\u3044<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>EAI\u306f\u3001CRM\u3084\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3001\u8ca9\u58f2\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3092\u9ad8\u901f\u3067\u5b9f\u65bd\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/strong><\/span>\u4f01\u696d\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5834\u6240\u3067\u540c\u6642\u306b\u540c\u3058\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u6a5f\u4f1a\u304c\u591a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u306a\u3069\u304c\u8d77\u304d\u306a\u3044\u3088\u3046\u306b\u3001EAI\u304c\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u30fb\u9023\u643a\u3057\u307e\u3059\u3002<\/p>\n<p>ETL\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u4e00\u65b9\u7684\u306b\u52a0\u5de5\u3057\u3066\u9023\u643a\u3059\u308b\u3082\u306e\u3068\u306f\u7570\u306a\u308b\u6982\u5ff5\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-question\">\u00a0\u3000\u3010\u53c2\u8003\u3011ETL\u3068RPA\u306e\u9055\u3044<\/h4>\n<p>ETL\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u3092\u524d\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001RPA\u306f\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30d7\u30ed\u30bb\u30b9\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u306f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3092\u884c\u3044\u3001RPA\u306f\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u304c\u3001\u4e21\u8005\u306e\u9055\u3044\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308bETL\u306e\u5fc5\u8981\u6027<\/h3>\n<p>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066ETL\u306f\u3068\u3066\u3082\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u306e\u30d3\u30b8\u30cd\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u6226\u7565\u7684\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u304c\u5b9f\u65bd\u3055\u308c\u308b\u6a5f\u4f1a\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u4f01\u696d\u304c\u6271\u3046\u30c7\u30fc\u30bf\u306f\u81a8\u5927\u306a\u91cf\u306b\u306a\u308b\u305f\u3081\u3001\u624b\u52d5\u3067\u306e\u4f5c\u696d\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u3053\u3067\u6d3b\u7528\u3055\u308c\u308b\u306e\u304cBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u4f01\u696d\u304c\u6301\u3064\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u610f\u601d\u6c7a\u5b9a\u3092\u9032\u3081\u3066\u3044\u304f\u306e\u3067\u3059\u3002<\/strong><\/span>\u305f\u3060\u3001\u4f01\u696d\u304c\u6301\u3064\u30c7\u30fc\u30bf\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u3066\u304a\u308a\u3001\u5f62\u5f0f\u304c\u30d0\u30e9\u30d0\u30e9\u3067\u3042\u308b\u3053\u3068\u3082\u591a\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u5ea6\u306fETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u3001\u793e\u5185\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u306b\u96c6\u7d04\u3057\u307e\u3059\u3002\u305d\u306e\u969b\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3082\u52a0\u5de5\u3057\u3066\u6574\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001ETL\u306f\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u5b58\u5728\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3078\u306eBI\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/marketing-bi\/\" target=\"_self\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3078\u306eBI\u30c4\u30fc\u30eb\u6d3b\u7528\u30ac\u30a4\u30c9\uff01\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3078\u306e\u6d3b\u7528\u4e8b\u4f8b\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u3001\u30aa\u30b9\u30b9\u30e1\u306e\u30c4\u30fc\u30eb\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3057\u304b\u3082\u3001\u6700\u5584\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u793e\u5185\u306b\u3042\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u3060\u3051\u3067\u3082\u5bb9\u6613\u306a\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u3055\u3089\u306b\u5206\u6790\u3082\u884c[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/marketing-bi\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/marketing-bi-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u89e3\u8aac<\/h2>\n<p>ETL\u306e\u610f\u5473\u3084\u5b9a\u7fa9\u3092\u7406\u89e3\u3057\u305f\u3068\u3053\u308d\u3067\u3001\u6b21\u306bETL\u30c4\u30fc\u30eb\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306a\u306e\u304b\u3001\u305d\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19849\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2023\/06\/bdb5c14f5a9cd5dbcb23470f24ca454f.png\" alt=\"etl\u30c4\u30fc\u30eb\" width=\"600\" height=\"400\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3068\u306f\u3001\u524d\u8ff0\u3057\u305fETL\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u624b\u52d5\u3067\u306f\u96e3\u3057\u3044\u3001\u3042\u308b\u3044\u306f\u6642\u9593\u306e\u304b\u304b\u308b\u4f5c\u696d\u3092\u30c4\u30fc\u30eb\u304c\u81ea\u52d5\u3067\u884c\u3046\u305f\u3081\u3001\u4f5c\u696d\u306e\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u6a5f\u80fd<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u6a5f\u80fd\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14607\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/f1be3c39d4d11b44d46ddf675dc8a0ad-1024x476.png\" alt=\"ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u6a5f\u80fd\" width=\"1024\" height=\"476\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/etl.html\" target=\"_blank\" rel=\"noopener noreferrer\">Waha! Transformer<\/a><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u30001.Extract\u6a5f\u80fd<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Extract\u306f\u300c\u62bd\u51fa\u300d\u306e\u610f\u5473\u3092\u6301\u3061\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u307e\u305a\u306f\u793e\u5185\u306e\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u3001ETL\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u30002.Transform\u6a5f\u80fd<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Transform\u306f\u300c\u52a0\u5de5\u300d\u306e\u610f\u5473\u3092\u6301\u3061\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u793e\u5185\u306b\u5b58\u5728\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u4f5c\u6210\u8005\u3054\u3068\u306b\u5f62\u5f0f\u304c\u7570\u306a\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u6574\u3048\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u30003.Load\u6a5f\u80fd<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Load\u306f\u300c\u66f8\u304d\u51fa\u3057\u300d\u306e\u610f\u5473\u3092\u6301\u3061\u3001ETL\u306b\u3088\u3063\u3066\u52a0\u5de5\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092DWH\u3078\u9023\u643a\u3059\u308b\u5de5\u7a0b\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span>\u300c\u62bd\u51fa\u300d\u300c\u52a0\u5de5\u300d\u300c\u66f8\u304d\u51fa\u3057\u300d\u3092\u7d4c\u3066\u30c7\u30fc\u30bf\u306fDWH\u306b\u683c\u7d0d\u3055\u308c\u3001BI\u30c4\u30fc\u30eb\u306a\u3069\u3067\u5229\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15233 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-30-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3092\u7406\u89e3\u3057\u305f\u3068\u3053\u308d\u3067\u3001\u6b21\u306fETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u7406\u89e3\u3057\u3001\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u3082\u628a\u63e1\u3057\u305f\u4e0a\u3067\u3001ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b3\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u793e\u5185\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u6574\u3048\u6d3b\u7528\u3057\u3084\u3059\u304f\u3059\u308b<\/li>\n<li>\u6642\u9593\u3084\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c81\uff1a\u793e\u5185\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3067\u304d\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u793e\u5185\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u793e\u5185\u306e\u30c7\u30fc\u30bf\u306f\u3001\u90e8\u7f72\u3054\u3068\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u62e0\u70b9\u3054\u3068\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u305f\u308a\u3068\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u307e\u307e\u3067\u306f\u3001\u3059\u3050\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3001\u96c6\u8a08\u3059\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u96e3\u3057\u3044\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u305d\u3053\u3067ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u81ea\u52d5\u3067\u53ce\u96c6\u3057\u3066\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c82\uff1a\u30c7\u30fc\u30bf\u3092\u6574\u3048\u6d3b\u7528\u3057\u3084\u3059\u304f\u3059\u308b<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>\u793e\u5185\u306b\u6563\u3089\u3070\u308b\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u307e\u307e\u53ce\u96c6\u30fb\u7d71\u5408\u3059\u308b\u3060\u3051\u3067\u306f\u5341\u5206\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u306a\u305c\u306a\u3089\u3001\u793e\u5185\u306e\u30c7\u30fc\u30bf\u306f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3054\u3068\u3001\u3042\u308b\u3044\u306f\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u8005\u3054\u3068\u306b\u5fae\u5999\u306a\u5f62\u5f0f\u306e\u9055\u3044\u306a\u3069\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>Excel\u3092\u601d\u3044\u6d6e\u304b\u3079\u308b\u3068\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u3067\u3059\u304c\u3001\u4f8b\u3048\u3070\u540c\u3058\u65e5\u4ed8\u3092\u8ef8\u306b\u3057\u305f\u30c7\u30fc\u30bf\u3067\u3082\u3001\u65e5\u4ed8\u306e\u8868\u793a\u5f62\u5f0f\u304c\u300c2021\/12\/1\u300d\u3068\u300c2021\u5e7412\u67081\u65e5\u300d\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u3068\u3001\u30d5\u30a3\u30eb\u30bf\u3092\u4f7f\u3063\u3066\u30bd\u30fc\u30c8\u3059\u308b\u969b\u306b\u4fee\u6b63\u3057\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u4f5c\u696d\u3082ETL\u30c4\u30fc\u30eb\u3067\u5b9f\u65bd\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u5f8c\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c83\uff1a\u6642\u9593\u3084\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u304c\u884c\u3046\u4f5c\u696d\u306f\u81ea\u52d5\u5316\u3067\u304d\u308b\u90e8\u5206\u304c\u591a\u3044\u306e\u3067\u3001<span class=\"marker-thickYellow\"><strong>\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u3066\u3082\u77ed\u6642\u9593\u3067\u5b8c\u7d50\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u307e\u305f\u3001<span class=\"marker-thickYellow\"><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3069\u306e\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u65b9\u3067\u3082\u3001\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b<\/strong><\/span>\u306e\u304c\u3001ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3059\u308b\u969b\u306e3\u3064\u306e\u6ce8\u610f\u70b9<\/h3>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u6ce8\u610f\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u306e\u6ce8\u610f\u70b9\">\n<ol>\n<li>\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u4f7f\u3044\u52dd\u624b\u304c\u7570\u306a\u308b<\/li>\n<li>\u5c0e\u5165\u3084\u5b66\u7fd2\u306b\u6642\u9593\u304c\u5fc5\u8981<\/li>\n<li>\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u4f7f\u3044\u52dd\u624b\u304c\u7570\u306a\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c4\u30fc\u30eb\u3054\u3068\u306b\u4f7f\u7528\u611f\u3084\u64cd\u4f5c\u611f\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001ETL\u30c4\u30fc\u30eb\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3068\u304a\u4f1d\u3048\u3057\u307e\u3057\u305f\u304c\u3001\u4e2d\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u77e5\u8b58\u304c\u306a\u3044\u3068\u5229\u7528\u304c\u96e3\u3057\u3044\u30c4\u30fc\u30eb\u3082\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u305d\u306e\u305f\u3081ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u77e5\u8b58\u3084\u7d4c\u9a13\u306b\u5408\u308f\u305b\u3066\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u5c0e\u5165\u3084\u5b66\u7fd2\u306b\u6642\u9593\u304c\u5fc5\u8981<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u5c0e\u5165\u307e\u3067\u306b\u82e5\u5e72\u306e\u6642\u9593\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u307e\u305a\u3069\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u304b\u3092\u691c\u8a0e\u3059\u308b\u671f\u9593\u3001\u305d\u3057\u3066\u5c0e\u5165\u3092\u6c7a\u3081\u3066\u304b\u3089\u81ea\u793e\u306b\u5408\u308f\u305b\u305f\u74b0\u5883\u306e\u69cb\u7bc9\u306a\u3069\u3067\u3059\u3002\u307e\u305f\u3001\u96e3\u3057\u3044\u77e5\u8b58\u304c\u4e0d\u8981\u306a\u30c4\u30fc\u30eb\u3067\u3042\u3063\u3066\u3082\u3001\u306f\u3058\u3081\u306f\u4f7f\u3044\u65b9\u3092\u5b66\u7fd2\u3059\u308b\u6642\u9593\u3082\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3067\u3059\u304b\u3089\u3001<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3042\u308b\u7a0b\u5ea6\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7d44\u3093\u3067\u9032\u3081\u308b\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u308a\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u8cbb\u7528\u306f\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u57fa\u672c\u7684\u306b\u6bce\u6708\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u3068\u8003\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u6700\u4f4e\u3067\u3082\u6bce\u6708\u6570\u4e07\u5186\u3001\u5229\u7528\u30b7\u30fc\u30f3\u306b\u3088\u3063\u3066\u306f\u6570\u5341\u4e07\u5186\u3068\u3044\u3046\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306b\u306f\u7121\u6599\u306e\u30c4\u30fc\u30eb\u3082\u5b58\u5728\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066\u5229\u7528\u3057\u305f\u3044\u65b9\u306f\u7121\u6599\u30c4\u30fc\u30eb\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u304c\u3001\u7121\u6599\u30c4\u30fc\u30eb\u306f\u6a5f\u80fd\u306b\u5236\u9650\u304c\u3042\u308b\u306a\u3069\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308b\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u305f\u30443\u3064\u306e\u30b7\u30fc\u30f3<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u305f\u3044\u30b7\u30fc\u30f3\u3092\u30013\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u306f\u3001ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u5229\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u305f\u3044\u30b7\u30fc\u30f3\">\n<ol>\n<li>\u793e\u5185\u306e\u3044\u308d\u3044\u308d\u306a\u5834\u6240\u306b\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3057\u305f\u3044\u304c\u3001\u91cf\u304c\u591a\u3059\u304e\u3066\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044<\/li>\n<li>BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u304c\u3001\u30c7\u30fc\u30bf\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u5c0e\u5165\u3067\u304d\u306a\u3044<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u793e\u5185\u306e\u3044\u308d\u3044\u308d\u306a\u5834\u6240\u306b\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u304c\u3042\u308b<\/h4>\n<p>\u793e\u5185\u306e\u8907\u6570\u306e\u5834\u6240\u306b\u30c7\u30fc\u30bf\u304c\u6563\u4e71\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u5229\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u81ea\u793e\u3084\u4e8b\u696d\u306e\u73fe\u72b6\u3092\u6b63\u3057\u304f\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u5143\u7ba1\u7406\u306f\u5fc5\u9808\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3053\u308c\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3001\u73fe\u5728\u81ea\u793e\u304c\u304d\u3061\u3093\u3068\u5229\u76ca\u3092\u5275\u51fa\u3067\u304d\u3066\u3044\u308b\u306e\u304b\u304c\u308f\u304b\u3089\u305a\u3001\u6700\u60aa\u306e\u5834\u5408\u8d64\u5b57\u3060\u3068\u628a\u63e1\u3067\u304d\u3066\u3044\u306a\u3044\u307e\u307e\u4e8b\u696d\u3092\u7d99\u7d9a\u3057\u3066\u3044\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u306b\u3082\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305a\u306fETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u306b\u7d71\u5408\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3057\u305f\u3044\u304c\u3001\u91cf\u304c\u591a\u3059\u304e\u3066\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044<\/h4>\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u30fb\u7d71\u5408\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3059\u304e\u3066\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u3068\u3044\u3063\u305f\u30b7\u30fc\u30f3\u3082\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3067\u3082\u3001ETL\u30c4\u30fc\u30eb\u304c\u6d3b\u8e8d\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u624b\u52d5\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u3082\u3001\u554f\u984c\u306a\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u304c\u3001\u30c7\u30fc\u30bf\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u5c0e\u5165\u3067\u304d\u306a\u3044<\/h4>\n<p>\u8fd1\u5e74BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u306f\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u308b\u5927\u5909\u6709\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3057\u304b\u3057\u3053\u306eBI\u30c4\u30fc\u30eb\u3082\u3001\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u6574\u3063\u305f\u30c7\u30fc\u30bf\u304c\u7528\u610f\u3067\u304d\u306a\u3051\u308c\u3070\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3057\u3053\u306e\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3082\u3001ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u6b63\u3057\u3044\u5f62\u306b\u52a0\u5de5\u3057\u3066DWH\u3078\u683c\u7d0d\u3059\u308c\u3070\u3001\u305d\u306e\u683c\u7d0d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092BI\u30c4\u30fc\u30eb\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u3068\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15234 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-31-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u3068\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u3001\u305d\u3057\u3066\u305d\u306e\u4e2d\u304b\u3089\u4e0a\u624b\u306b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u306a\u7a2e\u985e<\/h3>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u4e3b\u306b2\u7a2e\u985e\u306e\u30c4\u30fc\u30eb\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000\u7121\u6599\uff08OSS\uff09\u306eETL\u30c4\u30fc\u30eb<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306b\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u591a\u304f\u306e\u7121\u6599ETL\u30c4\u30fc\u30eb\u306f\u300cOSS\u300d\u3068\u547c\u3070\u308c\u308b\u30bf\u30a4\u30d7\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002OSS\u3068\u306f\u300c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u300d\u306e\u3053\u3068\u3067\u3001\u30c4\u30fc\u30eb\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u7531\u306b\u624b\u3092\u52a0\u3048\u3089\u308c\u308b\u4ed5\u69d8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>OSS\u306eETL\u30c4\u30fc\u30eb\u306a\u3089\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306a\u3057\u3067\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u3001\u4f7f\u3044\u65b9\u306e\u89e3\u8aac\u304c\u306a\u3044\u3001\u65e5\u672c\u8a9e\u975e\u5bfe\u5fdc\u3068\u3044\u3063\u305f\u96e3\u70b9\u3082\u3042\u308b\u306e\u3067\u3001\u5c0e\u5165\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u306f\u4f01\u696d\u6b21\u7b2c\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aOSS\u306eETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/oss-etl\/\" target=\"_self\">OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u306b\u304a\u3044\u3066\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u6210\u679c\u306e\u6700\u5927\u5316\u3092\u76ee\u6307\u3059\u969b\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u7528\u3044\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u306e\u304c\u300cETL\u30c4\u30fc\u30eb\u300d\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306f\u3001\u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\r\n\r\n\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001OSS\u306eE[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/oss-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"159\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_437632184-375x159.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"OSS\u306eETL\u30c4\u30fc\u30eb\u304a\u3059\u3059\u30816\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u30c4\u30fc\u30eb\u306e\u4e0a\u624b\u306a\u9078\u3073\u65b9\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h4 class=\"icon-pushpin\">\u3000\u6709\u6599\u306eETL\u30c4\u30fc\u30eb<\/h4>\n<p>\u6709\u6599\u3067\u5229\u7528\u3059\u308bETL\u30c4\u30fc\u30eb\u306b\u306f\u3001\u975e\u5e38\u306b\u512a\u79c0\u306a\u30c4\u30fc\u30eb\u304c\u591a\u6570\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u5c0e\u5165\u304b\u3089\u904b\u7528\u307e\u3067\u4e01\u5be7\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u306e\u3067\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u5c02\u7528\u306e\u30c4\u30fc\u30eb<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306e\u4e3b\u8981\u306a\u6a5f\u80fd\u3067\u3042\u308b\u300cExtract\u300d\u300cTransform\u300d\u300cLoad\u300d\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u307b\u304b\u306e\u6a5f\u80fd\u304c\u4e0d\u8981\u306a\u5834\u5408\u306f\u3001ETL\u306b\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3067\u8cbb\u7528\u3092\u6291\u3048\u3089\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305fEAI\u30c4\u30fc\u30eb<\/h4>\n<p>EAI\u30c4\u30fc\u30eb\u306e\u306a\u304b\u306b\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30a2\u30b9\u30c6\u30ea\u30a2\u682a\u5f0f\u4f1a\u793e\u304c\u63d0\u4f9b\u3059\u308b\u300cASTERIA Warp\u300d\u306a\u3069\u306f\u3001ETL\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305fEAI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-pushpin\">\u3000ETL\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9<\/h4>\n<p>Amazon\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u300cAWS\u300d\u306b\u306f\u3001ETL\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u3059\u3067\u306bAWS\u306e\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u3092\u5229\u7528\u3057\u3066\u3044\u3066\u3001ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u3068\u3044\u3046\u5834\u5408\u306b\u306f\u63d0\u4f9b\u5143\u304c\u540c\u3058\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u9023\u643a\u306a\u3069\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>ETL\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u591a\u6570\u5b58\u5728\u3059\u308bETL\u30c4\u30fc\u30eb\u306e\u4e2d\u304b\u3089\u3001\u4e0a\u624b\u306b\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u5c0e\u5165\u76ee\u7684\u3084\u5c0e\u5165\u52b9\u679c\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b<\/li>\n<li>\u30b3\u30b9\u30c8\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u4f7f\u3044\u52dd\u624b\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u6a5f\u80fd\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u5c0e\u5165\u30b5\u30dd\u30fc\u30c8\u3084\u958b\u767a\u652f\u63f4\u306e\u6a5f\u80fd\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT1\uff1a\u5c0e\u5165\u76ee\u7684\u3084\u5c0e\u5165\u52b9\u679c\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u306a\u305c\u5c0e\u5165\u3059\u308b\u306e\u304b\u300c\u76ee\u7684\u300d\u3092\u660e\u78ba\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u9069\u5207\u306aETL\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u306b\u306f\u3001\u5c0e\u5165\u524d\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u5c0e\u5165\u306b\u3088\u308b\u52b9\u679c\u3092\u898b\u7a4d\u3082\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u4f8b\u3048\u3070\u3001ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u308b\u304b\u3001\u4eba\u7684\u30df\u30b9\u3092\u6e1b\u3089\u305b\u308b\u304b\u306a\u3069\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT2\uff1a\u30b3\u30b9\u30c8\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u30b3\u30b9\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u591a\u304f\u306e\u4f5c\u696d\u304c\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u304c\u3001\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u308a\u767a\u751f\u3059\u308b\u30b3\u30b9\u30c8\u304c\u898b\u5408\u3063\u305f\u3082\u306e\u304b\u3001\u81ea\u793e\u306e\u4e88\u7b97\u7684\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u3069\u3093\u306a\u306b\u512a\u308c\u305f\u6a5f\u80fd\u3092\u6301\u3064ETL\u30c4\u30fc\u30eb\u3067\u3082\u3001\u4e88\u7b97\u306e\u554f\u984c\u3067NG\u3068\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u306f\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u307e\u305a\u30b3\u30b9\u30c8\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3068\u3066\u3082\u91cd\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT3\uff1a\u4f7f\u3044\u52dd\u624b\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>\u6b21\u306bETL\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u52dd\u624b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306f\u3084\u3084\u5c02\u9580\u6027\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3082\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u5c0e\u5165\u5f8c\u5b9f\u969b\u306b\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3092\u6301\u3061\u5408\u308f\u305b\u3066\u3044\u306a\u3044\u306e\u306a\u3089\u3001\u305d\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306f\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u64cd\u4f5c\u6027\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u4f7f\u3044\u52dd\u624b\u306e\u60aa\u3044\u30c4\u30fc\u30eb\u3060\u3068\u3001\u73fe\u5834\u3067\u30e6\u30fc\u30b6\u30fc\u304c\u7387\u5148\u3057\u3066\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u304f\u308c\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u304a\u3059\u3059\u3081\u306f\u3001\u4f7f\u3044\u305f\u3044ETL\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u305f\u3089\u3001\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u5229\u7528\u3057\u3066\u5b9f\u969b\u306b\u30c4\u30fc\u30eb\u306b\u89e6\u308c\u3066\u307f\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT4\uff1a\u6a5f\u80fd\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>\u6700\u5f8c\u306bETL\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002ETL\u30c4\u30fc\u30eb\u306f\u3001\u3069\u308c\u3082\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306f\u5927\u4f53\u4e00\u7dd2\u3068\u8003\u3048\u3066\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\u305f\u3060\u3001\u51e6\u7406\u6027\u80fd\u306e\u9055\u3044\u3084\u305d\u306e\u4ed6\u306e\u6a5f\u80fd\u306b\u9055\u3044\u304c\u3042\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u3059\u3002\u3055\u3089\u306b\u9023\u643a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7a2e\u985e\u3084\u6570\u3082\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u307e\u305a\u306f\u81ea\u793e\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u53ef\u80fd\u304b\u3069\u3046\u304b\u3001\u305d\u3057\u3066\u4f7f\u3044\u305f\u3044\u6a5f\u80fd\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u3001\u4f7f\u3046\u4e88\u5b9a\u3082\u306a\u3044\u306e\u306b\u591a\u6a5f\u80fd\u306aETL\u30c4\u30fc\u30eb\u3092\u9078\u3093\u3067\u3057\u307e\u3046\u3068\u3001\u8cbb\u7528\u304c\u9ad8\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u6050\u308c\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000POINT5\uff1a\u5c0e\u5165\u30b5\u30dd\u30fc\u30c8\u3084\u958b\u767a\u652f\u63f4\u306e\u6a5f\u80fd\u3092\u78ba\u8a8d\u3059\u308b<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306b\u306f\u3001\u5c0e\u5165\u5f8c\u306e\u30b5\u30dd\u30fc\u30c8\u3084\u4fdd\u5b88\u306b\u3082\u6ce8\u76ee\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>ETL\u30c4\u30fc\u30eb\u306e\u63d0\u4f9b\u5143\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30dd\u30fc\u30c8\u3084\u958b\u767a\u652f\u63f4\u306e\u6a5f\u80fd\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u307e\u305f\u3001\u305d\u308c\u3089\u306e\u6a5f\u80fd\u304c\u5c0e\u5165\u5f8c\u3082\u7d99\u7d9a\u7684\u306b\u63d0\u4f9b\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h2>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u6d41\u308c<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-15235 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/12\/Clean-Work-Place-Blog-Banner-32-1024x576.png\" alt=\"ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u6d41\u308c\" width=\"1024\" height=\"576\" \/><\/p>\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5b9f\u969b\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u6d41\u308c\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u5c0e\u5165\u3059\u308b\u3068\u8a00\u3046\u3053\u3068\u3092\u8e0f\u307e\u3048\u3066\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7d44\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>STEP\uff11\uff1a\u30c4\u30fc\u30eb\u306e\u9078\u5b9a<\/h3>\n<p>\u307e\u305a\u306f\u3069\u306eETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3079\u304d\u304b\u3001\u9078\u5b9a\u3057\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3067\u3082\u89e3\u8aac\u3057\u307e\u3057\u305f\u3088\u3046\u306b\u3001\u300c\u8cbb\u7528\u9762\u300d\u300c\u64cd\u4f5c\u9762\u300d\u300c\u6a5f\u80fd\u9762\u300d\u306e3\u3064\u306b\u7740\u76ee\u3057\u306a\u304c\u3089\u30c4\u30fc\u30eb\u3092\u7d5e\u308a\u8fbc\u3093\u3067\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>STEP\uff12\uff1a\u554f\u3044\u5408\u308f\u305b\u30fb\u6253\u3061\u5408\u308f\u305b<\/h3>\n<p>\u5c0e\u5165\u3057\u305f\u3044ETL\u30c4\u30fc\u30eb\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4f1a\u793e\u3078\u554f\u3044\u5408\u308f\u305b\u3092\u3057\u307e\u3059\u3002\u8fd4\u7b54\u304c\u3042\u3063\u305f\u3089\u3001\u3069\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u3092\u3057\u305f\u3044\u306e\u304b\u3001\u3044\u3064\u304b\u3089\u5229\u7528\u3057\u305f\u3044\u306e\u304b\u306a\u3069\u8a73\u7d30\u3092\u6253\u3061\u5408\u308f\u305b\u3057\u307e\u3059\u3002<\/p>\n<h3>STEP\uff13\uff1a\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u4f7f\u7528\u611f\u3092\u30c1\u30a7\u30c3\u30af<\/h3>\n<p>\u307b\u3068\u3093\u3069\u306eETL\u30c4\u30fc\u30eb\u306f\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u30c4\u30fc\u30eb\u3092\u5b9f\u969b\u306b\u89e6\u3063\u3066\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002\u3053\u306e\u5de5\u7a0b\u306f\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u65b9\u306f\u3001\u4e00\u5ea6\u5b9f\u7269\u306b\u89e6\u308c\u3066\u691c\u8a0e\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>STEP4\uff1a\u5951\u7d04\u30fb\u5c0e\u5165\u30fb\u5229\u7528\u958b\u59cb<\/h3>\n<p>\u6253\u3061\u5408\u308f\u305b\u3084\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u5229\u7528\u306b\u3088\u3063\u3066\u554f\u984c\u304c\u306a\u304f\u3001\u5c0e\u5165\u3092\u6c7a\u3081\u305f\u3089\u5951\u7d04\u3092\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u5c0e\u5165\u3001\u5229\u7528\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb<\/h2>\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3001\u7121\u6599ETL\u30c4\u30fc\u30eb\u3068\u3044\u3048\u3070\u307e\u3063\u3055\u304d\u306b\u540d\u524d\u304c\u4e0a\u304c\u308b\u6709\u540d\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h3>RapidMiner<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14910\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/RapidMiner-1024x577.png\" alt=\"RapidMiner\" width=\"1024\" height=\"577\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.rapidminer.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">RapidMiner<\/a><\/span><\/p>\n<p>RapidMiner\u306f\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u64cd\u4f5c\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u4e16\u754c\u306740,000\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>RapidMiner\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30c7\u30fc\u30bf\u53ce\u96c6<\/h5>\n<p>RapidMiner\u306f\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30e2\u30c7\u30ea\u30f3\u30b0<\/h5>\n<p>RapidMiner\u306f\u3001\u8c4a\u5bcc\u306a\u5206\u6790\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u52b9\u7387\u7684\u306b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u3001\u4e88\u6e2c\u5206\u6790\u3092\u5b9f\u884c\u3057\u3066\u3001\u6b63\u78ba\u306a\u4e88\u6e2c\u3092\u7b97\u51fa\u5237\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u691c\u8a3c\u30fb\u5206\u6790\u30fb\u6700\u9069\u5316<\/h5>\n<p>\u8c4a\u5bcc\u306a\u53ef\u8996\u5316\u6a5f\u80fd\u304c\u3001RapidMiner\u306e\u7279\u5fb4\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u307e\u305f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u304c\u4fe1\u983c\u306b\u5024\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a3c\u3057\u3001\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>ETL\u30c4\u30fc\u30eb\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30b5\u30dd\u30fc\u30c8\u3084\u65e5\u672c\u8a9e\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u306f\u6709\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>RapidMiner\u306f\u3001\u8c4a\u5bcc\u306a\u53ef\u8996\u5316\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u4e2d\u5fc3\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>20\u7a2e\u985e\u4ee5\u4e0a\u306e\u53ef\u8996\u5316\u6a5f\u80fd\u3092\u3082\u3064RapidMiner\u306a\u3089\u3001\u3042\u3089\u3086\u308b\u89d2\u5ea6\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.rapidminer.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.rapidminer.jp\/<\/a><\/p>\n<h3>Talend Open Studio<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14593\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Talend-Open-Studio-1024x540.png\" alt=\"Talend Open Studio\" width=\"1024\" height=\"540\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">Talend Open Studio<\/a><\/span><\/p>\n<p>Talend Open Studio\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u7121\u6599\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u3067\u3042\u308a\u306a\u304c\u3089\u9ad8\u6a5f\u80fd\u3068\u3044\u3046\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>Talend Open Studio\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30d3\u30b8\u30e5\u30a2\u30eb\u958b\u767a<\/h5>\n<p>Talend Open Studio\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u306b\u3088\u3063\u3066ETL\u30d7\u30ed\u30bb\u30b9\u3092\u4f5c\u6210\u3057\u3001\u30cd\u30a4\u30c6\u30a3\u30d6\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u81ea\u3089\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u306e\u3067\u3001\u5c02\u9580\u7684\u77e5\u8b58\u306e\u306a\u3044\u65b9\u3067\u3082\u7c21\u5358\u306b\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30d0\u30c3\u30c1\u51e6\u7406<\/h5>\n<p><span class=\"marker-thickYellow\"><strong>OSS\u3084\u7121\u6599\u306e\u30c4\u30fc\u30eb\u306f\u3001\u6709\u6599\u7248\u306b\u6bd4\u3079\u3066\u3055\u307e\u3056\u307e\u306a\u5236\u9650\u304c\u304b\u304b\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u304c\u3001Talend Open Studio\u306f\u6a5f\u80fd\u9762\u3067\u5927\u304d\u306a\u5dee\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span>\u7279\u306b\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3064\u3044\u3066\u306f\u3001\u7121\u6599\u7248\u3067\u3042\u308bTalend Open Studio\u3067\u3082\u5341\u5206\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30b8\u30e7\u30d6\u306e\u30d1\u30fc\u30c4\u5316<\/h5>\n<p>\u898f\u6a21\u306e\u5927\u304d\u306a\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u884c\u3046\u969b\u306b\u30b8\u30e7\u30d6\u3092\u5206\u5272\u3057\u3066\u30d1\u30fc\u30c4\u5316\u3059\u308b\u5834\u9762\u304c\u3042\u308a\u307e\u3059\u304c\u3001Talend Open Studio\u3067\u3082\u554f\u984c\u306a\u304f\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u306e\u9023\u643a\u65b9\u6cd5\u306b\u82e5\u5e72\u306e\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u6709\u6599\u7248\u306b\u6bd4\u3079\u308b\u3068\u5b8c\u5168\u3067\u306f\u306a\u3044\u30b8\u30e7\u30d6\u306e\u30d1\u30fc\u30c4\u5316\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Talend Open Studio\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Talend Open Studio\u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u4e2d\u5fc3\u306bETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Talend Open Studio\u306f\u3001\u6709\u6599\u7248Talend\u3068\u307b\u307c\u540c\u7b49\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u3084\u3084\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u306e\u3067\u3001\u3088\u308a\u65e9\u304f\u51e6\u7406\u3092\u884c\u3044\u305f\u3044\u65b9\u306f\u6709\u6599\u7248\u306e\u5229\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.talend.com\/jp\/products\/talend-open-studio\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/free-etl\/\" target=\"_self\">\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1ETL\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u7d39\u4ecb\uff01OSS\u306e\u30c4\u30fc\u30eb\u3084\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u666e\u53ca\u3084\u4f01\u696d\u306eIT\u5316\u306b\u3088\u308a\u3001BI(\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9)\u304c\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u6709\u52b9\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\r\n\r\nBI\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/free-etl\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/free-etl-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1ETL\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u7d39\u4ecb\uff01OSS\u306e\u30c4\u30fc\u30eb\u3084\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<p>&nbsp;<\/p>\n<h2>\u52b9\u7387\u306e\u3088\u3044ETL\u51e6\u7406\u304c\u53ef\u80fd\u306a\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb5\u9078<\/h2>\n<p>\u52b9\u7387\u306e\u3088\u3044ETL\u51e6\u7406\u304c\u53ef\u80fd\u306a\u3001\u304a\u3059\u3059\u3081\u306eETL\u30c4\u30fc\u30eb\u30925\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u7d39\u4ecb\u3059\u308b\u30c4\u30fc\u30eb\u306f\u7121\u6599\u3067\u306f\u306a\u304f\u6709\u6599\u7248\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u304a\u3059\u3059\u3081ETL\u30c4\u30fc\u30eb\u4e00\u89a7<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u4e3b\u306a\u6a5f\u80fd<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u8cbb\u7528<\/td>\n<td style=\"width: 25%; background-color: #b0c4de;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Tableau Prep<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u52a0\u5de5<\/li>\n<li>\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>\u30d5\u30ed\u30fc\u306e\u5b9f\u884c\u3068\u30d1\u30d6\u30ea\u30c3\u30b7\u30e5<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">102,000\u5186\/\u5e74<\/td>\n<td style=\"width: 25%;\">BI\u30c4\u30fc\u30eb\u3068\u3057\u3066Tableau\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">trocco<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd<\/li>\n<li>\u30d5\u30a3\u30eb\u30bf\u6a5f\u80fd<\/li>\n<li>\u578b\u5909\u63db\u30fb\u6587\u5b57\u5217\u7f6e\u63db<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff1a10\u4e07\u5186\/\u6708<\/li>\n<li>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3\uff1a30\u4e07\u5186\/\u6708<\/li>\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3\uff1a\u304a\u554f\u3044\u5408\u308f\u305b<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9<\/li>\n<li>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u65b9<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">DataSpider<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u6d3b\u7528<\/li>\n<li>IoT\u9023\u643a<\/li>\n<li>\u30af\u30e9\u30a6\u30c9\u9023\u643a<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">20\u4e07\u5186\uff5e\/\u6708<\/td>\n<td style=\"width: 25%;\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u3067\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u9023\u643a\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Syncsort DMExpress<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u306eGUI\u306b\u3088\u308b\u7c21\u5358\u958b\u767a<\/li>\n<li>\u30c7\u30fc\u30bf\u9023\u643a<\/li>\n<li>\u30c7\u30fc\u30bf\u5909\u63db<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 25%;\">ETL\u30c4\u30fc\u30eb\u306b\u3042\u307e\u308a\u8a73\u3057\u304f\u306a\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25%;\">Waha! Transformer<\/td>\n<td style=\"width: 25%;\">\n<ul>\n<li>\u7c21\u5358\u69cb\u7bc9<\/li>\n<li>\u9ad8\u901f\u51e6\u7406<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 25%;\">180\u4e07\u5186\uff5e\/\u5e74<\/td>\n<td style=\"width: 25%;\">\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308bETL\u30c4\u30fc\u30eb\u306f\u3001\u305d\u308c\u305e\u308c\u6a5f\u80fd\u9762\u3084\u8cbb\u7528\u9762\u306e\u9055\u3044\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u7279\u306b\u6ce8\u76ee\u3057\u305f\u3044\u306e\u306f\u3069\u306e\u3088\u3046\u306a\u30b7\u30fc\u30f3\u3067\u5c0e\u5165\u3059\u308b\u304b\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001BI\u30c4\u30fc\u30eb\u306eTableau\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3042\u308c\u3070\u3001\u540c\u3058Tableau\u793e\u306eTableau Prep\u304c\u3082\u3063\u3068\u3082\u76f8\u6027\u304c\u826f\u304f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u306a\u308b\u3079\u304f\u8cbb\u7528\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001trocco\u3084DataSpider\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u3053\u308c\u307e\u3067ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3053\u3068\u304c\u306a\u3044\u65b9\u3084\u3001\u793e\u5185\u306b\u8a73\u3057\u3044\u4eba\u6750\u304c\u3044\u306a\u3044\u3068\u3044\u3046\u5834\u5408\u306b\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u3066\u3044\u308bSyncsort DMExpress\u307e\u305f\u306fWaha! Transformer\u304c\u304a\u3059\u3059\u3081\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3042\u3068\u5404\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u3061\u3089\u306e\u60c5\u5831\u3082\u4f75\u305b\u3066\u30c4\u30fc\u30eb\u9078\u5b9a\u3092\u9032\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>Tableau Prep<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14762\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Tableau-Prep-1024x562.png\" alt=\"Tableau Prep\" width=\"1024\" height=\"562\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">Tableau Prep<\/a><\/span><\/p>\n<p>Tableau Prep\u306f\u3001Tableau\u793e\u304c\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002Tableau\u3068\u3044\u3046\u3068BI\u30c4\u30fc\u30eb\u304c\u6709\u540d\u3067\u3059\u304c\u3001ETL\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u306e\u304cTableau Prep\u3067\u3059\u3002\u305f\u3060\u3057\u3001<span class=\"marker-thickYellow\"><strong>Tableau Prep\u306f\u53b3\u5bc6\u306b\u306fETL\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u300c\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u300d\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u6b63\u5f0f\u306a\u30c4\u30fc\u30eb\u306e\u7a2e\u985e\u3068\u3057\u3066\u306f\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u5b9f\u52d9\u7684\u306b\u306f\u307b\u307cETL\u30c4\u30fc\u30eb\u3068\u540c\u69d8\u306e\u51e6\u7406\u304c\u884c\u306a\u3048\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>Tableau Prep\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u52a0\u5de5<\/h5>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u305f\u3089\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306e\u5f79\u5272\u3092\u5224\u65ad\u3057\u3066\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u6570\u5024\u3084\u65e5\u4ed8\u3001\u6587\u5b57\u5217\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u306e\u578b\u3001\u305d\u3057\u3066URL\u3084\u30e1\u30fc\u30eb\u306a\u3069\u30c7\u30fc\u30bf\u306e\u5f79\u5272\u304b\u3089\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/h5>\n<p>Tableau Prep\u3067\u306f\u3001\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u3063\u3066\u62bd\u51fa\u3057\u3066\u524a\u9664\u3057\u305f\u308a\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3084\u7f6e\u63db\u306a\u3069\u3092\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u7121\u99c4\u306a\u30c7\u30fc\u30bf\u3092\u524a\u308a\u3001\u5168\u4f53\u306e\u5bb9\u91cf\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30d5\u30ed\u30fc\u306e\u5b9f\u884c\u3068\u30d1\u30d6\u30ea\u30c3\u30b7\u30e5<\/h5>\n<p>Tableau Prep\u306f\u3001\u5b9f\u884c\u3057\u305f\u30d5\u30ed\u30fc\u3092\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u5f8c\u306e\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u307e\u307e\u5206\u6790\u306b\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Tableau Prep\u306f\u3001Tableau\u306e\u300cTableau Creator\u300d\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u5229\u7528\u3067\u304d\u308b\u6a5f\u80fd\u3067\u3059\u3002Tableau Creator\u306f\u5e74\u9593102,000\u5186\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Tableau Prep\u306f\u3001BI\u30c4\u30fc\u30eb\u3068\u3057\u3066Tableau\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u300cTableau Creator\u300d\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u6301\u3063\u3066\u3044\u308c\u3070\u3001\u8ffd\u52a0\u6599\u91d1\u306a\u3057\u3067Tableau Prep\u3082\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064ETL\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.tableau.com\/ja-jp\/learn\/get-started\/prep<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aTableau Prep\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/tableau-prep\/\" target=\"_self\">\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4f01\u696d\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3063\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u72b6\u3092\u628a\u63e1\u3057\u305f\u308a\u3001\u65b0\u305f\u306a\u6226\u7565\u306e\u30d2\u30f3\u30c8\u3092\u898b\u3064\u3051\u305f\u308a\u3057\u307e\u3059\u3002\u4f01\u696d\u306eIT\u5316\u30fbDX\u5316\u304c\u9032\u3093\u3067\u3044\u308b\u8fd1\u5e74\u306f\u3001\u3053\u3046\u3057\u305f\u5de5\u7a0b\u3092\u52b9\u7387\u3088\u304f\u9032\u3081\u308b\u305f\u3081\u306b\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u304d[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/tableau-prep\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"188\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/AdobeStock_137916797-375x188.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u300cTableau Prep\u300d\u3068\u306f\uff1fETL\u30c4\u30fc\u30eb\u3068\u30c7\u30fc\u30bf\u30d7\u30ec\u30d1\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9055\u3044\u3084\u6a5f\u80fd\u30fb\u4fa1\u683c\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>trocco<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14605\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/trocco-1024x519.png\" alt=\"trocco\" width=\"1024\" height=\"519\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">trocco<\/a><\/span><\/p>\n<p>trocco\u306f\u3001\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3057\u3084\u3059\u3044\u30bf\u30a4\u30d7\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>trocco\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd<\/h5>\n<p>trocco\u3067\u306f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3059\u3002\u4f8b\u3048\u3070\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e@\u4ee5\u524d\u3092\u5225\u306e\u6587\u5b57\u5217\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30d5\u30a3\u30eb\u30bf\u6a5f\u80fd<\/h5>\n<p>\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u306a\u3069\u3001\u30d5\u30a3\u30eb\u30bf\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u4efb\u610f\u306e\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u578b\u5909\u63db\u30fb\u6587\u5b57\u5217\u7f6e\u63db<\/h5>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u578b\u3092\u5225\u306e\u30c7\u30fc\u30bf\u578b\u306b\u5909\u66f4\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u5185\u306e\u6587\u5b57\u5217\u3092\u7f6e\u63db\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<div class=\"tableScroll\">\n<table border=\"1\">\n<tbody>\n<tr>\n<td style=\"background-color: #b0c4de;\">\u30d7\u30e9\u30f3<\/td>\n<td style=\"background-color: #b0c4de;\">\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td>\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3<\/td>\n<td>10\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u30d7\u30e9\u30f3<\/td>\n<td>30\u4e07\u5186\/\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d7\u30e9\u30f3<\/td>\n<td>\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>trocco\u306f\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u65b9\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>trocco\u306f\u5b9a\u984d\u5236\u306a\u306e\u3067\u3001\u6bd4\u8f03\u7684\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u306b\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u901f\u5ea6\u306b\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5834\u9762\u3067\u6700\u9069\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/trocco.io\/lp\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/trocco.io\/lp\/index.html<\/a><\/p>\n<h3>DataSpider<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14752\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/DataSpider-1024x696.png\" alt=\"DataSpider\" width=\"1024\" height=\"696\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hulft.com\/software\/dataspider\" target=\"_blank\" rel=\"noopener noreferrer\">DataSpider<\/a><\/span><\/p>\n<p>DataSpider\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u4e0d\u8981\u3067\u5229\u7528\u53ef\u80fd\u306aETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u7ba1\u7406\u304c\u5bb9\u6613\u306a\u70b9\u3001\u4f4e\u30b3\u30b9\u30c8\u3067\u5229\u7528\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>DataSpider\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30c7\u30fc\u30bf\u6d3b\u7528<\/h5>\n<p>DataSpide\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u3067\u5229\u7528\u3059\u308b\u7cbe\u5ea6\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u69cb\u7bc9\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000IoT\u9023\u643a<\/h5>\n<p>\u73fe\u5728\u3055\u307e\u3056\u307e\u306a\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u308bIoT\u30c7\u30fc\u30bf\u3092\u3001DataSpider\u306f\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30af\u30e9\u30a6\u30c9\u9023\u643a<\/h5>\n<p>DataSpider\u306f\u3001\u30c7\u30fc\u30bf\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30af\u30e9\u30a6\u30c9\u3078\u7c21\u5358\u306b\u9023\u643a\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u8907\u6570\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u306b\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u7528\u306eHUB\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>DataSpider\u306f\u3001\u6708\u984d20\u4e07\u5186\u304b\u3089\u3068\u306a\u308a\u307e\u3059\u3002\u5229\u7528\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u308b\u969b\u306f\u3001\u898b\u7a4d\u3082\u308a\u3092\u542b\u3081\u305f\u304a\u554f\u3044\u5408\u308f\u305b\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>DataSpider\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u3067\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u9023\u643a\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>DataSpider\u306a\u3089\u3001\u8907\u6570\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3068\u306e\u9023\u643a\u3082\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u65e5\u672c\u88fd\u306eETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u3044\u3068\u3044\u3046\u65b9\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hulft.com\/software\/dataspider\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hulft.com\/software\/dataspider<\/a><\/p>\n<h3>Syncsort DMExpress<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14911\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Syncsort-DMExpress.png\" alt=\"Syncsort DMExpress\" width=\"911\" height=\"740\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/\" target=\"_blank\" rel=\"noopener noreferrer\">Syncsort DMExpress<\/a><\/span><\/p>\n<p>Syncsort DMExpress\u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u7c21\u5358\u306b\u958b\u767a\u3067\u304d\u308b\u8d85\u9ad8\u901fETL\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>Syncsort DMExpress\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u306eGUI\u306b\u3088\u308b\u7c21\u5358\u958b\u767a<\/h5>\n<p>Syncsort DMExpress\u306f\u3001\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u3067\u51e6\u7406\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u629e\u3059\u308b\u64cd\u4f5c\u3067\u3001\u7c21\u5358\u306b\u958b\u767a\u304c\u884c\u3048\u307e\u3059\u3002\u8996\u899a\u7684\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u3001\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u6a5f\u80fd\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30c7\u30fc\u30bf\u9023\u643a<\/h5>\n<p>Syncsort DMExpress\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>Qlik Sense\u3084Tableau\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u306e\u30c7\u30fc\u30bf\u51fa\u529b\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30c7\u30fc\u30bf\u5909\u63db<\/h5>\n<p>\u6587\u5b57\u5217\u95a2\u6570\u3001\u6570\u5024\u95a2\u6570\u3001\u6761\u4ef6\u95a2\u6570\u306a\u306950\u7a2e\u985e\u4ee5\u4e0a\u306e\u95a2\u6570\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5909\u63db\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Syncsort DMExpress\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u3001\u76f4\u63a5\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u5143\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Syncsort DMExpress\u306f\u3001ETL\u30c4\u30fc\u30eb\u306b\u3042\u307e\u308a\u8a73\u3057\u304f\u306a\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30b9\u30c6\u30c3\u30d7\u30c4\u30ea\u30fc\u5f62\u5f0f\u306a\u3069\u308f\u304b\u308a\u3084\u3059\u3044GUI\u3068\u30b7\u30f3\u30d7\u30eb\u306a\u8a2d\u8a08\u306b\u306a\u3063\u3066\u308a\u3001\u521d\u5fc3\u8005\u5411\u304d\u306e\u30c4\u30fc\u30eb\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u81ea\u8d70\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u4e0d\u5b89\u306a\u65b9\u306f\u3053\u3046\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5b89\u5fc3\u3057\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.ashisuto.co.jp\/product\/category\/etl\/syncsort-dmexpress\/<\/a><\/p>\n<h3>Waha! Transformer<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14599\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Waha-Transformer-1024x547.png\" alt=\"Waha! Transformer\" width=\"1024\" height=\"547\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Waha! Transformer<\/a><\/span><\/p>\n<p>Waha! Transformer\u306f\u3001\u7d14\u56fd\u7523\u306eETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5927\u624b\u4f01\u696d\u306a\u30692,000\u793e\u4ee5\u4e0a\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<p>Waha! Transformer\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u7c21\u5358\u69cb\u7bc9<\/h5>\n<p>Waha! Transformer\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u64cd\u4f5c\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002\u5c02\u9580\u7684\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u3067\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3082\u3001\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u3088\u3063\u3066\u77ac\u6642\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u9ad8\u901f\u51e6\u7406<\/h5>\n<p>Waha! Transformer\u306f\u51e6\u7406\u901f\u5ea6\u306b\u3082\u5f37\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u3069\u308c\u3060\u3051\u9ad8\u901f\u51e6\u7406\u304c\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u70b9\u306b\u3064\u3044\u3066\u306f\u30011,000\u5104\u4ef6\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u306b\u3088\u3063\u3066\u8a3c\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5 class=\"icon-checkmark\">\u3000\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd<\/h5>\n<p>\u4f01\u696d\u3067\u53d6\u308a\u6271\u3046\u500b\u4eba\u60c5\u5831\u306f\u3001\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u3084\u6697\u53f7\u5316\u306b\u3088\u3063\u3066\u5b89\u5168\u304c\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002\u6697\u53f7\u5316\u306f\u30ab\u30e9\u30e0\u5358\u4f4d\u3067\u5b9f\u65bd\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-coin-yen\">\u3000\u8cbb\u7528<\/h4>\n<p>Waha! Transformer\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u3001\u76f4\u63a5\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u5143\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u30aa\u30b9\u30b9\u30e1<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Waha! Transformer\u306f\u3001\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308bETL\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059<\/strong><\/span>\u3002\u7d14\u56fd\u7523\u30c4\u30fc\u30eb\u3067\u3042\u308bWaha! Transformer\u306f30\u5e74\u4ee5\u4e0a\u904b\u55b6\u3055\u308c\u3066\u304a\u308a\u3001\u8c4a\u5bcc\u306a\u5c0e\u5165\u5b9f\u7e3e\u3068\u30b5\u30dd\u30fc\u30c8\u7d4c\u9a13\u3092\u84c4\u7a4d\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5c0e\u5165\u524d\u306e\u76f8\u8ac7\u306e\u6bb5\u968e\u304b\u3089\u3001\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u30a2\u30c9\u30d0\u30a4\u30b9\u307e\u3067\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u3063\u3066\u3001ETL\u30c4\u30fc\u30eb\u306e\u52b9\u679c\u3092\u6700\u5927\u9650\u6d3b\u304b\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/waha-transformer.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/waha-transformer.com\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>WEB\u5e83\u544a\u904b\u7528\u306b\u306f\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081<\/h2>\n<p>\u3053\u3053\u307e\u3067\u3055\u307e\u3056\u307e\u306aETL\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001WEB\u5e83\u544a\u904b\u7528\u3092\u4e3b\u8ef8\u3068\u3057\u3066\u3044\u308b\u4f01\u696d\u306b\u306f\u3001\u5e83\u544a\u7279\u5316\u306eETL\u30c4\u30fc\u30eb\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u300cDatabeat\u300d<\/h3>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=screenshot&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19651\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/11\/4b1f6b066f72daec0a0a60240f584b16-768x434.png\" alt=\"Databeat\" width=\"1024\" height=\"661\" \/><\/a><\/p>\n<p>Databeat\u306f\u3001WEB\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3042\u3089\u3086\u308bWEB\u5e83\u544a\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u9023\u643a\u30fb\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>WEB\u5e83\u544a\u904b\u7528\u306b\u304a\u3051\u308b\u300cDatabeat\u300d\u306e3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>WEB\u5e83\u544a\u306b\u304a\u3051\u308bDatabeat\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>WEB\u5e83\u544a\u306e\u904b\u7528\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u66f4\u65b0\u3067\u304d\u308b<\/li>\n<li>\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u691c\u8a3c\u3084\u5206\u6790\u3057\u3084\u3059\u304f\u53ef\u8996\u5316<\/li>\n<li>\u5916\u90e8\u30c4\u30fc\u30eb\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u6574\u5f62\u3057\u3066\u30c7\u30fc\u30bf\u9023\u643a\u53ef\u80fd<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000WEB\u5e83\u544a\u306e\u904b\u7528\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u66f4\u65b0\u3067\u304d\u308b<\/h4>\n<p>Databeat\u306f\u3001WEB\u5e83\u544a\u306e\u904b\u7528\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u62bd\u51fa\u3057\u307e\u3059\u3002API\u7b49\u3067\u9023\u643a\u3059\u308b\u306e\u3067\u3001\u4e00\u5ea6\u8a2d\u5b9a\u3059\u308c\u3070\u305d\u306e\u5f8c\u306f\u81ea\u52d5\u3067\u6700\u65b0\u60c5\u5831\u306b\u66f4\u65b0\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u3044\u304f\u3064\u304b\u306e\u5a92\u4f53\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u5a92\u4f53\u306e\u7ba1\u7406\u753b\u9762\u3092\u958b\u304f\u3053\u3068\u306a\u304f\u3001\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3060\u3051\u3067\u3001WEB\u5e83\u544a\u5168\u4f53\u306e\u72b6\u6cc1\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u691c\u8a3c\u3084\u5206\u6790\u3057\u3084\u3059\u304f\u53ef\u8996\u5316<\/h4>\n<p>\u81ea\u52d5\u3067\u62bd\u51fa\u30fb\u66f4\u65b0\u3057\u3066\u3044\u308bWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u3001\u691c\u8a3c\u3084\u5206\u6790\u3057\u3084\u3059\u3044\u3088\u3046\u306bDatabeat\u304c\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u53ef\u8996\u5316\u3057\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>Databeat\u304c\u81ea\u52d5\u3067\u4f5c\u6210\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u3044\u305f\u5f62\u5f0f\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u4e26\u3079\u65b9\u3084\u30b0\u30e9\u30d5\u306e\u898b\u305b\u65b9\u306a\u3069\u3067\u60a9\u3080\u5fc5\u8981\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<p>\u3044\u3064\u3067\u3082\u793e\u5185\u5916\u3078\u5171\u6709\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u304c\u624b\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u5916\u90e8\u30c4\u30fc\u30eb\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u6574\u5f62\u3057\u3066\u30c7\u30fc\u30bf\u9023\u643a\u53ef\u80fd<\/h4>\n<p>Databeat\u3067\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u9ad8\u5ea6\u306a\u5206\u6790\u3001AI\u3092\u7528\u3044\u305f\u5206\u6790\u306a\u3069\u3092BI\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u884c\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u9023\u643a\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>Databeat\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308bWEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u307e\u307eLooker Studio\uff08\u65e7Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\uff09\u3084Tableau\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u306f\u5a92\u4f53\u3054\u3068\u306b\u7570\u306a\u308b\u5f62\u5f0f\u3067\u3042\u3063\u3066\u3082\u3001\u540c\u3058\u610f\u5473\u3092\u793a\u3059\u3082\u306e\u3092\u3042\u3089\u304b\u3058\u3081\u6574\u5f62\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306bBI\u30c4\u30fc\u30eb\u3067\u6d3b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=button&amp;utm_content=top\" target=\"_blank\" rel=\"noopener noreferrer\">Databeat\u30b5\u30fc\u30d3\u30b9\u30b5\u30a4\u30c8<\/a><\/div>\n<div>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u3082\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/div>\n<div class=\"ep-box bgc-VPsky\">\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/ads-report-automation-tool\/\" target=\"_self\">\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u5fb9\u5e95\u6bd4\u8f0310\u9078\uff01\u696d\u52d9\u52b9\u7387\u5316\u306e\u305f\u3081\u306e\u5931\u6557\u3057\u306a\u3044\u9078\u3073\u65b9\u3082\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u73fe\u5728Web\u5e83\u544a\u306e\u696d\u52d9\u306b\u95a2\u308f\u308b\u65b9\u306f\u3001\u300c\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300d\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u304c\u30d9\u30b9\u30c8\u3067\u3059\u3002\r\n\r\n\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001Web\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u4e0a\u3067\u5927\u304d\u306a\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\r\n\r\n\u305d\u3057\u3066\u3001\u696d\u52d9\u52b9\u7387\u5316\u4ee5\u5916[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/ads-report-automation-tool\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"201\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/04\/T6-375x201.jpg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u5e83\u544aA-Dark\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066DWH\u3078\u9023\u643a\u3059\u308bETL\u306f\u3001\u73fe\u5728\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u3068\u3066\u3082\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u898f\u6a21\u306e\u5927\u304d\u306a\u4e8b\u696d\u3092\u884c\u3063\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u308b\u305f\u3081\u3001ETL\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u3088\u304f\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u306f\u3058\u3081\u3066ETL\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3084\u305d\u308c\u307b\u3069\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u6271\u308f\u306a\u3044\u65b9\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u3082\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u3001\u7121\u6599\u306eETL\u30c4\u30fc\u30eb\u306f\u6a5f\u80fd\u7684\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3001\u5c0e\u5165\u3084\u904b\u7528\u306e\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u3082\u306e\u304c\u591a\u3044\u305f\u3081\u3001\u672c\u683c\u7684\u306a\u5229\u7528\u3067\u3042\u308c\u3070\u6709\u6599\u30c4\u30fc\u30eb\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u56fd\u7523\u3067\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001ETL\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306a\u3044\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001WEB\u5e83\u544a\u904b\u7528\u3092\u4e2d\u5fc3\u306b\u4e8b\u696d\u5c55\u958b\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u5e83\u544a\u306b\u7279\u5316\u3057\u305fETL\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306e\u5229\u7528\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>Databeat\u306f\u3001\u8907\u6570\u306e\u5e83\u544a\u5a92\u4f53\u3067\u904b\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306a\u3069\u3001\u3059\u3079\u3066\u306e\u5a92\u4f53\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u96c6\u7d04\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u307e\u3067\u4f5c\u6210\u3067\u304d\u308b\u306e\u3067\u696d\u52d9\u306e\u52b9\u7387\u5316\u3001\u305d\u3057\u3066\u52b9\u679c\u306e\u6700\u5927\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 18pt;\">\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599<\/span><br \/>\n<\/strong><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-19403\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/10\/51e6b566eeb421e2ae07a13dff2da975.png\" alt=\"\u3010\u7121\u6599\u3011Databeat\u30b5\u30fc\u30d2\u3099\u30b9\u7d39\u4ecb\u8cc7\u6599\u8acb\u6c42\" width=\"960\" height=\"540\" \/><br \/>\n\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u306e\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599\u3067\u3059\u3002<\/p>\n<p>\u30fbWeb\u5e83\u544a\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u5de5\u6570\u3092\u524a\u6e1b\u3057\u305f\u3044<br \/>\n\u30fbLooker Studio\u3068\u9023\u643a\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b<br \/>\n\u30fb\u4f4e\u4fa1\u683c\u3067\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044<\/p>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u30d5\u30a9\u30fc\u30e0\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3092\u5165\u529b\u306e\u3046\u3048\u3001\u9001\u4fe1\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nDatabeat\u306e\u8a73\u7d30\u306a\u8cc7\u6599\u3092\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<br \/>\n<script src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\" type=\"text\/javascript\" charset=\"utf-8\"><\/script><br \/>\n<script>\n  hbspt.forms.create({\n    portalId: \"7766344\",\n    formId: \"da1859f6-4b4b-4501-95d6-29d38508f625\"\n  });\n<\/script><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u6d3b\u7528\u3059\u308b\u969b\u306b\u6d3b\u8e8d\u3059\u308bETL\u3084ETL\u30c4\u30fc\u30eb\u306f\u3001\u8fd1\u5e74\u591a\u304f\u306e\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15258,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[29],"tags":[],"class_list":["post-15141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-utilization"],"_links":{"self":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/15141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/comments?post=15141"}],"version-history":[{"count":23,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/15141\/revisions"}],"predecessor-version":[{"id":19850,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/15141\/revisions\/19850"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/media\/15258"}],"wp:attachment":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/media?parent=15141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/categories?post=15141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/tags?post=15141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}