{"id":34571,"date":"2024-08-27T00:00:28","date_gmt":"2024-08-26T15:00:28","guid":{"rendered":"https:\/\/flxy.jp\/media\/?p=34571"},"modified":"2025-05-16T16:49:56","modified_gmt":"2025-05-16T07:49:56","slug":"etl%e3%83%84%e3%83%bc%e3%83%ab%e3%81%a8%e3%81%af%ef%bc%9fit%e3%81%a7%e3%81%ae%e6%84%8f%e5%91%b3%e3%82%84%e6%a9%9f%e8%83%bd%e3%80%81%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%82%92%e3%82%8f%e3%81%8b","status":"publish","type":"post","link":"https:\/\/flxy.jp\/media\/article\/34571","title":{"rendered":"ETL\u30c4\u30fc\u30eb\u3068\u306f\uff1fIT\u3067\u306e\u610f\u5473\u3084\u6a5f\u80fd\u3001\u30e1\u30ea\u30c3\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"<p>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u52b9\u7387\u5316\u3092\u56f3\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a8\u30e9\u30fc\u3084\u30ce\u30a4\u30ba\u3092\u53d6\u308a\u9664\u304d\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u7d71\u4e00\u3055\u308c\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u6574\u5f62\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u305d\u3053\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3046ETL\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u3084\u3001ETL\u51e6\u7406\u306e\u57fa\u790e\u77e5\u8b58\u3001ETL\u30c4\u30fc\u30eb\u306e\u5fc5\u8981\u6027\u3068\u30e1\u30ea\u30c3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u696d\u52d9\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u3044\u308b\u65b9\u306f\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<!--CTA\u30dc\u30bf\u30f3\uff1a\u3053\u3053\u304b\u3089\u30b3\u30d4\u30fc-->\n\n<div class=\"cta-btn-box\">\n<p>\u6848\u4ef6\u63a2\u3057\u306e\u60a9\u307f\u4ea4\u6e09\u306e\u4e0d\u5b89\u3001\u5c02\u4efb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5168\u3066\u30b5\u30dd\u30fc\u30c8<\/p>\n<a href=\"https:\/\/flxy.jp\/form\/expert\/input\" class=\"cta-btn-01\">\u4eca\u3059\u3050\u7121\u6599\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u3092\u7533\u3057\u8fbc\u3080<\/a>\n<\/div>\n\n<!--CTA\u30dc\u30bf\u30f3\uff1a\u3053\u3053\u307e\u3067\u30b3\u30d4\u30fc-->\n\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#ETL\">ETL\u3068\u306f\uff1f<\/a><\/li><li><a href=\"#ETL-2\">ETL\u3068\u4f3c\u3066\u3044\u308b\u7528\u8a9e\u306b\u3064\u3044\u3066<\/a><ul><li><a href=\"#EAI\">EAI\u3068\u306e\u9055\u3044<\/a><\/li><li><a href=\"#ELT\">ELT\u3068\u306e\u9055\u3044<\/a><\/li><\/ul><\/li><li><a href=\"#ETL-3\">ETL\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u7684\u306a\u6a5f\u80fd<\/a><ul><li><a href=\"#i\">\u62bd\u51fa<\/a><\/li><li><a href=\"#i-2\">\u5909\u63db\u30fb\u52a0\u5de5<\/a><\/li><li><a href=\"#i-3\">\u66f8\u304d\u51fa\u3057<\/a><\/li><\/ul><\/li><li><a href=\"#ETL-4\">ETL\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u7406\u7531<\/a><ul><li><a href=\"#i-4\">\u30b3\u30a2\u696d\u52d9\u306b\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u3051\u308b\u305f\u3081<\/a><\/li><li><a href=\"#i-5\">\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u56de\u907f\u3067\u304d\u308b\u305f\u3081<\/a><\/li><li><a href=\"#i-6\">\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u78ba\u4fdd\u305b\u305a\u306b\u6e08\u3080\u305f\u3081<\/a><\/li><\/ul><\/li><li><a href=\"#ETL-5\">ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8<\/a><ul><li><a href=\"#i-7\">\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3084\u3059\u304f\u306a\u308b<\/a><\/li><li><a href=\"#i-8\">\u958b\u767a\u74b0\u5883\u304c\u6574\u3044\u3001\u696d\u52d9\u52b9\u7387\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b<\/a><\/li><li><a href=\"#i-9\">\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b<\/a><\/li><\/ul><\/li><li><a href=\"#ETL-6\">ETL\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9<\/a><ul><li><a href=\"#i-10\">\u64cd\u4f5c\u6027\u306f\u3069\u3046\u304b<\/a><\/li><li><a href=\"#i-11\">\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b<\/a><\/li><li><a href=\"#i-12\">\u8cbb\u7528\u5bfe\u52b9\u679c\u306f\u3069\u3046\u304b<\/a><\/li><\/ul><\/li><li><a href=\"#i-13\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2><span id=\"ETL\">ETL\u3068\u306f\uff1f<\/span><\/h2>\n\n<p>ETL\u3068\u306f\u3001\u300cExtract\uff08\u62bd\u51fa\uff09\u300d\u300cTransform\uff08\u5909\u63db\u30fb\u52a0\u5de5\uff09\u300d\u300cLoad\uff08\u66f8\u304d\u51fa\u3057\uff09\u300d\u306e\u7565\u79f0\u3067\u3001\u7d44\u7e54\u5185\u306b\u70b9\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u5206\u6790\u306b\u9069\u3057\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5909\u63db\u30fb\u52a0\u5de5\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u66f8\u304d\u51fa\u3059\u4e00\u9023\u306e\u51e6\u7406\u3092\u610f\u5473\u3057\u307e\u3059\u3002 <\/p>\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306f\u57fa\u672c\u7684\u306b\u3001\u300c\u53ce\u96c6\u300d\u2192\u300c\u84c4\u7a4d\u300d\u2192\u300c\u62bd\u51fa\u300d\u2192\u300c\u5909\u63db\u300d\u2192\u300c\u53ef\u8996\u5316\u300d\u2192\u300c\u5206\u6790\u300d\u3068\u3044\u3046\u5de5\u7a0b\u3092\u305f\u3069\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002ERP\u3084CRM\u306a\u3069\u306b\u53ce\u96c6\u30fb\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u6b20\u640d\u5024\u3084\u5916\u308c\u5024\u3001\u91cd\u8907\u30c7\u30fc\u30bf\u306a\u3069\u3092\u542b\u3080\u5834\u5408\u304c\u591a\u304f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u591a\u5927\u306a\u5de5\u6570\u3092\u8981\u3057\u307e\u3059\u3002 <\/p>\n\n<p>\u305d\u306e\u305f\u3081\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u7d71\u4e00\u3055\u308c\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u5909\u63db\u30fb\u52a0\u5de5\u3059\u308b\u5de5\u7a0b\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u3057\u3066\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u66f8\u304d\u51fa\u3057\u3001BI\u30c4\u30fc\u30eb\u3067\u53ef\u8996\u5316\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6a5f\u68b0\u5b66\u7fd2\u3084\u7d71\u8a08\u5b66\u3092\u7528\u3044\u3066\u5206\u6790\u3057\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3051\u308b\u62bd\u51fa\u30fb\u5909\u63db\u30fb\u52a0\u5de5\u30fb\u66f8\u304d\u51fa\u3057\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u3001ETL\u30c4\u30fc\u30eb\u3067\u3059\u3002 <\/p>\n\n<p>\u5f93\u6765\u3001ETL\u51e6\u7406\u306f\u30b9\u30af\u30e9\u30c3\u30c1\u958b\u767a\u306e\u72ec\u81ea\u30b7\u30b9\u30c6\u30e0\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u30011990\u5e74\u4ee3\u306bETL\u30c4\u30fc\u30eb\u304c\u5e02\u5834\u306b\u666e\u53ca\u3057\u3001\u73fe\u5728\u3067\u306f\u591a\u304f\u306e\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5de5\u7a0b\u306bETL\u30c4\u30fc\u30eb\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p><a href=\"https:\/\/flxy.jp\/lp\/lp001\" class=\"btn01\">FLEXY\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u308b<\/a><\/p>\n\n<h2><span id=\"ETL-2\">ETL\u3068\u4f3c\u3066\u3044\u308b\u7528\u8a9e\u306b\u3064\u3044\u3066<\/span><\/h2>\n\n<p>ETL\u3068\u6df7\u540c\u3055\u308c\u304c\u3061\u306a\u7528\u8a9e\u3068\u3057\u3066\u3001\u300cEAI\u300d\u3068\u300cELT\u300d\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u610f\u5473\u3084ETL\u3068\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002 <\/p>\n\n<h3><span id=\"EAI\">EAI\u3068\u306e\u9055\u3044<\/span><\/h3>\n\n<p>\u300cEAI\uff08Enterprise Application Integration\uff09\u300d\u3068\u306f\u3001\u904b\u7528\u3057\u3066\u3044\u308b\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u9023\u643a\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u5171\u6709\u3092\u7d71\u5408\u7684\u306b\u7ba1\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u73fe\u4ee3\u306f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ed\u5316\u304c\u52a0\u901f\u3057\u3066\u304a\u308a\u3001\u90e8\u9580\u6a2a\u65ad\u7684\u306a\u60c5\u5831\u5171\u6709\u304c\u56f0\u96e3\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u8cfc\u8cb7\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u7269\u6d41\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u9023\u643a\u3067\u304d\u308c\u3070\u3001\u8cfc\u8cb7\u90e8\u9580\u306e\u5165\u8377\u4f9d\u983c\u30c7\u30fc\u30bf\u3092\u7269\u6d41\u90e8\u9580\u304c\u76f4\u63a5\u7684\u306b\u53c2\u7167\u3067\u304d\u307e\u3059\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u8cfc\u8cb7\u90e8\u9580\u304c\u5165\u8377\u4f9d\u983c\u66f8\u306e\u5e33\u7968\u3092\u51fa\u529b\u3057\u3001\u7269\u6d41\u90e8\u9580\u306b\u9001\u51fa\u3059\u308b\u3068\u3044\u3063\u305f\u696d\u52d9\u306e\u524a\u6e1b\u304c\u53ef\u80fd\u3067\u3059\u3002 <\/p>\n\n<p>ETL\u306f\u30c7\u30fc\u30bf\u3092\u6574\u5f62\u3059\u308b\u4e00\u9023\u306e\u4ed5\u7d44\u307f\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001EAI\u306f\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3092\u52b9\u7387\u5316\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u70b9\u304c\u4e3b\u306a\u9055\u3044\u3067\u3059\u3002 <\/p>\n\n<h3><span id=\"ELT\">ELT\u3068\u306e\u9055\u3044<\/span><\/h3>\n\n<p>\u300cELT\u300d\u3068\u306f\u3001\u300cExtract\uff08\u62bd\u51fa\uff09\u300d\u300cLoad\uff08\u66f8\u304d\u51fa\u3057\uff09\u300d\u300cTransform\uff08\u5909\u63db\u30fb\u52a0\u5de5\uff09\u300d\u306e\u7565\u79f0\u3067\u3001ETL\u3068\u540c\u3058\u304f\u30c7\u30fc\u30bf\u3092\u5909\u63db\u30fb\u52a0\u5de5\u3059\u308b\u4e00\u9023\u306e\u51e6\u7406\u3092\u6307\u3057\u307e\u3059\u3002ETL\u306f\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u5909\u63db\u30fb\u52a0\u5de5\u3057\u305f\u5f8c\u306b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u9001\u51fa\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001ELT\u306f\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u9001\u51fa\u3057\u3066\u304b\u3089\u3001\u5909\u63db\u30fb\u52a0\u5de5\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 <\/p>\n\n<p>ELT\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e0a\u3067\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u5909\u63db\u30fb\u52a0\u5de5\u3059\u308b\u305f\u3081\u3001\u57fa\u672c\u7684\u306bETL\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306a\u5c02\u7528\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u4e0d\u8981\u3067\u3059\u3002\u305f\u3060\u3057\u3001ELT\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u76f8\u5fdc\u306e\u5bb9\u91cf\u3084\u51e6\u7406\u80fd\u529b\u3092\u3082\u3064\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u3001\u69cb\u9020\u5316\u30af\u30a8\u30ea\u8a00\u8a9e\u306eSQL\u306b\u95a2\u3059\u308b\u4e00\u5b9a\u4ee5\u4e0a\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<p><a href=\"https:\/\/flxy.jp\/lp\/lp001\" class=\"btn01\">FLEXY\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u308b<\/a><\/p>\n\n<h2><span id=\"ETL-3\">ETL\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u7684\u306a\u6a5f\u80fd<\/span><\/h2>\n\n<p>\u3053\u3053\u3067\u306f\u3001ETL\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u6a5f\u80fd\u3067\u3042\u308b\u300cExtract\uff08\u62bd\u51fa\uff09\u300d\u300cTransform\uff08\u5909\u63db\u30fb\u52a0\u5de5\uff09\u300d\u300cLoad\uff08\u66f8\u304d\u51fa\u3057\uff09\u300d\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002 <\/p>\n\n<h3><span id=\"i\">\u62bd\u51fa<\/span><\/h3>\n\n<p>ETL\u51e6\u7406\u306b\u304a\u3051\u308b\u62bd\u51fa\u3068\u306f\u3001\u7d44\u7e54\u5185\u306b\u70b9\u5728\u3057\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3066\u96c6\u7d04\u3059\u308b\u5de5\u7a0b\u3067\u3059\u3002\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u306f\u3001ERP\u306b\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u57fa\u5e79\u696d\u52d9\u306e\u30c7\u30fc\u30bf\u3084CRM\u306e\u9867\u5ba2\u60c5\u5831\u3001Excel\u306e\u3088\u3046\u306a\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u7ba1\u7406\u3057\u3066\u3044\u308bXML\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u5de5\u7a0b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u76ee\u7684\u306e\u660e\u78ba\u5316\u304c\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059\u3002 <\/p>\n\n<h3><span id=\"i-2\">\u5909\u63db\u30fb\u52a0\u5de5<\/span><\/h3>\n\n<p>ETL\u51e6\u7406\u306e\u5909\u63db\u30fb\u52a0\u5de5\u3068\u306f\u3001\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u6574\u5f62\u3059\u308b\u5de5\u7a0b\u3067\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u62bd\u51fa\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3084\u7c92\u5ea6\u304c\u7570\u306a\u308a\u3001\u6b20\u640d\u5024\u3084\u5916\u308c\u5024\u3001\u504f\u308a\u3001\u8868\u8a18\u3086\u308c\u306a\u3069\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002\u305d\u306e\u307e\u307e\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u591a\u5927\u306a\u5de5\u6570\u3092\u8981\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3084\u6b63\u78ba\u6027\u3082\u78ba\u4fdd\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3084\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u91cd\u8907\u6392\u9664\u3001\u6b63\u898f\u5316\u306a\u3069\u306e\u51e6\u7406\u3067\u30c7\u30fc\u30bf\u3092\u6574\u5f62\u3057\u3066\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002 <\/p>\n\n<h3><span id=\"i-3\">\u66f8\u304d\u51fa\u3057<\/span><\/h3>\n\n<p>ETL\u51e6\u7406\u306b\u304a\u3051\u308b\u66f8\u304d\u51fa\u3057\u3068\u306f\u3001\u6574\u5f62\u3055\u308c\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u9001\u51fa\u3059\u308b\u5de5\u7a0b\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u306f\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001SQL\u547d\u4ee4\u306b\u3088\u308b\u9001\u51fa\u51e6\u7406\u3088\u308a\u3082\u9ad8\u901f\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u3001\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u5bfe\u5fdc\u3059\u308b\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u500b\u5225\u306b\u4fdd\u7ba1\u3059\u308b\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002 <\/p>\n\n<p><a href=\"https:\/\/flxy.jp\/lp\/lp001\" class=\"btn01\">FLEXY\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u308b<\/a><\/p>\n\n<h2><span id=\"ETL-4\">ETL\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u7406\u7531<\/span><\/h2>\n\n<p>ETL\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u8981\u56e0\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u308b\u306e\u304c\u3001\u4ee5\u4e0b\u306e3\u70b9\u3067\u3059\u3002<\/p>\n\n<div class=\"box_border_gray\">\n<ul>\n    <li>\u30b3\u30a2\u696d\u52d9\u306b\u5bfe\u3059\u308b\u30ea\u30bd\u30fc\u30b9\u306e\u96c6\u4e2d<\/li>\n    <li>\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u306e\u9632\u6b62<\/li>\n    <li>\u4eba\u6750\u306e\u63a1\u7528\u30fb\u80b2\u6210\u306b\u95a2\u3059\u308b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b <\/li>\n<\/ul>\n<\/div>\n\n<h3><span id=\"i-4\">\u30b3\u30a2\u696d\u52d9\u306b\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u3051\u308b\u305f\u3081<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u80cc\u666f\u306b\u3042\u308b\u306e\u306f\u3001\u30b3\u30a2\u696d\u52d9\u306b\u5bfe\u3059\u308b\u30ea\u30bd\u30fc\u30b9\u306e\u96c6\u4e2d\u3067\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u624b\u52d5\u3067ETL\u51e6\u7406\u3059\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u62bd\u51fa\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u7d71\u4e00\u3001\u6b20\u640d\u5024\u3092\u88dc\u5b8c\u3059\u308b\u4f5c\u696d\u306a\u3069\u306b\u591a\u5927\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304b\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067ETL\u51e6\u7406\u3092\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3051\u308b\u696d\u52d9\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3001\u4f01\u696d\u4fa1\u5024\u306e\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u30b3\u30a2\u696d\u52d9\u306b\u4eba\u7684\u8cc7\u6e90\u3092\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"i-5\">\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u56de\u907f\u3067\u304d\u308b\u305f\u3081<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u306a\u5f79\u5272\u306e\u3072\u3068\u3064\u306f\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u306e\u9632\u6b62\u3067\u3059\u3002ETL\u51e6\u7406\u306e\u624b\u52d5\u64cd\u4f5c\u306f\u62c5\u5f53\u8005\u306b\u3088\u308b\u624b\u9806\u306e\u9055\u3044\u3084\u5909\u63db\u30eb\u30fc\u30eb\u306e\u9069\u7528\u30df\u30b9\u306a\u3069\u306b\u3088\u308a\u3001\u4eba\u70ba\u7684\u306a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306f\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u3084\u6b20\u640d\u304c\u751f\u3058\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6574\u5408\u6027\u3068\u6b63\u78ba\u6027\u304c\u640d\u306a\u308f\u308c\u308b\u30ea\u30b9\u30af\u304c\u61f8\u5ff5\u6750\u6599\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u306f\u3001ETL\u51e6\u7406\u3092\u5b9a\u7fa9\u3055\u308c\u305f\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u307e\u3059\u3002 <\/p>\n\n<h3><span id=\"i-6\">\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u78ba\u4fdd\u305b\u305a\u306b\u6e08\u3080\u305f\u3081<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u304c\u6c42\u3081\u3089\u308c\u308b\u7406\u7531\u306e\u3072\u3068\u3064\u306f\u3001\u4eba\u6750\u306e\u63a1\u7528\u30fb\u80b2\u6210\u306b\u95a2\u3059\u308b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3067\u3059\u3002ETL\u51e6\u7406\u3092\u624b\u52d5\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u64cd\u4f5c\u3059\u308bSQL\u306b\u95a2\u3059\u308b\u9ad8\u5ea6\u306a\u77e5\u898b\u304c\u5fc5\u8981\u3068\u306a\u308b\u4ed6\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3084\u6b20\u640d\u5024\u306e\u51e6\u7406\u3001\u91cd\u8907\u30c7\u30fc\u30bf\u306e\u524a\u9664\u306a\u3069\u306b\u95a2\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u4e00\u9023\u306eETL\u51e6\u7406\u3092\u52b9\u7387\u5316\u30fb\u81ea\u52d5\u5316\u3067\u304d\u308c\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u63a1\u7528\u30fb\u80b2\u6210\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002 <\/p>\n\n<p><a href=\"https:\/\/flxy.jp\/lp\/lp001\" class=\"btn01\">FLEXY\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u308b<\/a><\/p>\n\n<h2><span id=\"ETL-5\">ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8<\/span><\/h2>\n\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4ee3\u8868\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u4ee5\u4e0b\u306e3\u70b9\u3067\u3059\u3002<\/p>\n\n<div class=\"box_border_gray\">\n<ul>\n    <li>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5408\u7406\u5316 <\/li>\n    <li>\u958b\u767a\u74b0\u5883\u306e\u6574\u5099\u306b\u4f34\u3046\u696d\u52d9\u306e\u52b9\u7387\u5316 <\/li>\n    <li>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b <\/li>\n<\/ul>\n<\/div>\n\n<h3><span id=\"i-7\">\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3084\u3059\u304f\u306a\u308b<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3067\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u5408\u7406\u5316\u3067\u3059\u3002\u8fd1\u5e74\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u304a\u308a\u3001\u5f62\u5f0f\u3092\u554f\u308f\u305a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u304c\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u304c\u5897\u52a0\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306f\u5927\u5bb9\u91cf\u304b\u3064\u5b89\u4fa1\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u751f\u30c7\u30fc\u30bf\u3092\u8caf\u8535\u3067\u304d\u308b\u3082\u306e\u306e\u3001\u7121\u8a08\u753b\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u3067\u30c7\u30fc\u30bf\u30b9\u30ef\u30f3\u30d7\u306b\u9665\u308b\u30b1\u30fc\u30b9\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002 <\/p>\n\n<p>ETL\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u5927\u91cf\u306e\u751f\u30c7\u30fc\u30bf\u304b\u3089\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3057\u3001\u4f53\u7cfb\u7684\u306b\u7ba1\u7406\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u305d\u308c\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u3084\u7ba1\u7406\u306e\u624b\u9593\u3092\u524a\u6e1b\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n<h3><span id=\"i-8\">\u958b\u767a\u74b0\u5883\u304c\u6574\u3044\u3001\u696d\u52d9\u52b9\u7387\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u958b\u767a\u74b0\u5883\u306e\u6574\u5099\u306b\u4f34\u3046\u696d\u52d9\u306e\u52b9\u7387\u5316\u3067\u3059\u3002ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3066\u6574\u5f62\u3057\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u4f53\u7cfb\u7684\u306b\u7ba1\u7406\u3059\u308b\u3068\u3044\u3046\u4e00\u9023\u306e\u5de5\u7a0b\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u958b\u767a\u74b0\u5883\u306e\u6574\u5099\u306b\u5bc4\u4e0e\u3057\u3001\u30b3\u30a2\u696d\u52d9\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u4e2d\u3067\u304d\u308b\u305f\u3081\u3001\u696d\u52d9\u52b9\u7387\u5316\u3068\u305d\u308c\u306b\u4f34\u3046\u52b4\u50cd\u751f\u7523\u6027\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n<p>\u307e\u305f\u3001ETL\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066\u4eba\u70ba\u7684\u306a\u30a8\u30e9\u30fc\u304c\u524a\u6e1b\u3055\u308c\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u52d8\u3084\u7d4c\u9a13\u306a\u3069\u306e\u66d6\u6627\u306a\u8981\u7d20\u306b\u4f9d\u5b58\u3057\u306a\u3044\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d4c\u55b6\u57fa\u76e4\u3092\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002 <\/p>\n\n<h3><span id=\"i-9\">\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b<\/span><\/h3>\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3082\u3001ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u5148\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306f\u300c\u53ce\u96c6\u300d\u2192\u300c\u84c4\u7a4d\u300d\u2192\u300c\u62bd\u51fa\u300d\u2192\u300c\u5909\u63db\u300d\u2192\u300c\u53ef\u8996\u5316\u300d\u2192\u300c\u5206\u6790\u300d\u3068\u3044\u3046\u5de5\u7a0b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5404\u30d5\u30a7\u30fc\u30ba\u3067\u591a\u5927\u306a\u5de5\u6570\u304c\u767a\u751f\u3057\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u30fb\u5909\u63db\u30fb\u52a0\u5de5\u30fb\u66f8\u304d\u51fa\u3057\u306e\u5de5\u6570\u3092\u8efd\u6e1b\u3067\u304d\u308c\u3070\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u4eba\u7684\u8cc7\u6e90\u3068\u7269\u7684\u8cc7\u6e90\u3001\u305d\u3057\u3066\u8cc7\u91d1\u306e\u6295\u5165\u91cf\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3082\u3061\u308d\u3093\u3001ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u6642\u306f\u521d\u671f\u8cbb\u7528\u304c\u767a\u751f\u3057\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306e\u898b\u76f4\u3057\u3084\u518d\u8a2d\u8a08\u306a\u3069\u3082\u5fc5\u8981\u3067\u3059\u3002\u3057\u304b\u3057\u3001ETL\u51e6\u7406\u306b\u8981\u3059\u308b\u30ea\u30bd\u30fc\u30b9\u304c\u524a\u6e1b\u3055\u308c\u308b\u305f\u3081\u3001\u4e2d\u9577\u671f\u7684\u306a\u8996\u70b9\u3067\u898b\u308c\u3070\u5927\u5e45\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h2><span id=\"ETL-6\">ETL\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9<\/span><\/h2>\n\n<p>\u8fd1\u5e74\u3001ETL\u30c4\u30fc\u30eb\u306e\u5e02\u5834\u898f\u6a21\u306f\u62e1\u5927\u50be\u5411\u306b\u3042\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30fc\u30d3\u30b9\u4e8b\u696d\u8005\u304cETL\u30c4\u30fc\u30eb\u3092\u8ca9\u58f2\u3057\u3066\u3044\u307e\u3059\u3002ETL\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u300c\u64cd\u4f5c\u6027\u306f\u3069\u3046\u304b\u300d\u300c\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u300d\u300c\u8cbb\u7528\u5bfe\u52b9\u679c\u306f\u3069\u3046\u304b\u300d\u3068\u3044\u30463\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"i-10\">\u64cd\u4f5c\u6027\u306f\u3069\u3046\u304b<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u64cd\u4f5c\u6027\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u578b\u306eETL\u30c4\u30fc\u30eb\u306f\u3001\u539f\u5247\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u6a5f\u80fd\u306e\u7bc4\u56f2\u3067\u3057\u304b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u30d5\u30eb\u30b9\u30af\u30e9\u30c3\u30c1\u578b\u3068\u6bd4\u8f03\u3059\u308b\u3068\u67d4\u8edf\u6027\u306b\u52a3\u308a\u307e\u3059\u3002\u7279\u306b\u30b7\u30b9\u30c6\u30e0\u306e\u64cd\u4f5c\u6027\u3084\u8996\u8a8d\u6027\u3001\u5fdc\u7b54\u6027\u3001\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9023\u643a\u6027\u306a\u3069\u3001UI\u30c7\u30b6\u30a4\u30f3\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306f\u57fa\u672c\u7684\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002\u64cd\u4f5c\u6027\u3084\u8996\u8a8d\u6027\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u52b9\u7387\u5316\u3092\u5de6\u53f3\u3059\u308b\u8981\u7d20\u3068\u3044\u3048\u308b\u305f\u3081\u3001\u4f53\u9a13\u7248\u3092\u5229\u7528\u3057\u3066\u5c0e\u5165\u524d\u306bUI\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"i-11\">\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b<\/span><\/h3>\n\n<p>ETL\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u30fb\u691c\u8a0e\u3059\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u9023\u643a\u306e\u30a2\u30c0\u30d7\u30bf\u3084\u30b3\u30cd\u30af\u30bf\u3001\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u80fd\u529b\u306a\u3069\u304c\u8981\u4ef6\u3092\u6e80\u305f\u305b\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5de5\u7a0b\u304c\u5fc5\u8981\u3067\u3059\u3002\u88fd\u54c1\u306b\u3088\u3063\u3066\u306f\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u306e\u76f4\u63a5\u7684\u306a\u9023\u643a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001ETL\u51e6\u7406\u306e\u5de5\u7a0b\u3067\u53d6\u308a\u6271\u3048\u308b\u30c7\u30fc\u30bf\u306e\u7dcf\u91cf\u3082\u3001\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u70b9\u306b\u8981\u6ce8\u610f\u3067\u3059\u3002\u305d\u306e\u305f\u3081ETL\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u5bfe\u5fdc\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3084\u63a5\u7d9a\u5148\u3001\u51e6\u7406\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u91cf\u306a\u3069\u3092\u8abf\u67fb\u3057\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002 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