{"id":5196,"date":"2022-07-22T08:06:19","date_gmt":"2022-07-22T16:06:19","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=5196"},"modified":"2022-07-22T08:08:29","modified_gmt":"2022-07-22T16:08:29","slug":"why-data-lineage-matters-why-its-so-challenging","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/%e3%81%aa%e3%81%9c%e3%83%87%e3%83%bc%e3%82%bf%e7%b3%bb%e5%88%97%e3%81%8c%e9%87%8d%e8%a6%81%e3%81%aa%e3%81%ae%e3%81%8b%e3%81%aa%e3%81%9c%e3%81%9d%e3%82%8c%e3%81%bb%e3%81%a9%e9%9b%a3%e3%81%97%e3%81%84\/","title":{"rendered":"\u30c7\u30fc\u30bf \u30ea\u30cd\u30fc\u30b8\u304c\u91cd\u8981\u306a\u7406\u7531\u3068\u3001\u305d\u308c\u304c\u975e\u5e38\u306b\u56f0\u96e3\u306a\u7406\u7531"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: 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\u30b7\u30b9\u30c6\u30e0\u306e\u8907\u96d1\u3055\u304c\u5897\u3059\u306b\u3064\u308c\u3066\u60aa\u5316\u3057\u307e\u3059\u3002\u5c0f\u3055\u306a\u5909\u66f4\u3067\u3042\u3063\u3066\u3082\u3001\u5909\u66f4\u306e\u4e0a\u6d41\u307e\u305f\u306f\u4e0b\u6d41\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306f\u307e\u3059\u307e\u3059\u56f0\u96e3\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/whats-data-lineage-why-important\/\"><strong>\u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong><\/a> \u3053\u308c\u3092\u9054\u6210\u3057\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u3046\u307e\u304f\u884c\u3046\u306e\u306f\u975e\u5e38\u306b\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<div id=\"attachment_5199\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-5199\" decoding=\"async\" class=\"size-full wp-image-5199\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Why_Data_Lineage_Matters_Why_Its_So_Challenging.jpg\" alt=\"\u30c7\u30fc\u30bf\u7cfb\u7d71\u304c\u91cd\u8981\u306a\u7406\u7531\" width=\"600\" height=\"400\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Why_Data_Lineage_Matters_Why_Its_So_Challenging-200x133.jpg 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Why_Data_Lineage_Matters_Why_Its_So_Challenging-300x200.jpg 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Why_Data_Lineage_Matters_Why_Its_So_Challenging-400x267.jpg 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/07\/Why_Data_Lineage_Matters_Why_Its_So_Challenging.jpg 600w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-5199\" 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\u30b3\u30fc\u30eb\u306e\u6e96\u5099\u65b9\u6cd5\u304c\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u308c\u306f\u6bd4\u8f03\u7684\u5358\u7d14\u306a\u3088\u3046\u306b\u805e\u3053\u3048\u307e\u3059 <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e5%93%81%e8%b3%aa%e3%81%ae%e6%94%b9%e5%96%84%e6%96%b9%e6%b3%95\/\">\u30c7\u30fc\u30bf\u54c1\u8cea<\/a><\/strong> \u554f\u984c \u2013 \u8ab0\u304b\u304c CRM \u30c7\u30fc\u30bf\u3092\u3082\u3063\u3068\u5fb9\u5e95\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u3044\u308c\u3070\u3001\u4e88\u898b\u3067\u304d\u305f\u304b\u3082\u3057\u308c\u306a\u3044\u554f\u984c\u3067\u3059\u3002\u305f\u3060\u3057\u3001CRM \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e null 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\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u30d5\u30a3\u30fc\u30c9\u3057\u3001e \u30b3\u30de\u30fc\u30b9 \u30b5\u30a4\u30c8\u3067\u9867\u5ba2\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002 AI \u304c\u6b20\u9665\u306e\u3042\u308b\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u5834\u5408\u3001\u307e\u305f\u306f\u30c7\u30fc\u30bf\u304c\u4f55\u3089\u304b\u306e\u5f62\u3067\u5927\u5e45\u306b\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u6709\u52b9\u6027\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u9867\u5ba2\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3 \u30a8\u30f3\u30b8\u30f3\u304c\u6b6a\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u7cfb\u7d71\u306e\u8ab2\u984c\u3078\u306e\u5bfe\u51e6<\/h3>\n<p><strong><a href=\"https:\/\/www.dpriver.com\/blog\/2022\/05\/11\/best-data-lineage-tools\/\">\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb<\/a><\/strong> \u6f5c\u5728\u7684\u306a\u4e0a\u6d41\u304a\u3088\u3073\u4e0b\u6d41\u3078\u306e\u5f71\u97ff\u306e\u5b8c\u5168\u306a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5909\u66f4\u306e\u5f71\u97ff\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u4f53\u7cfb\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001\u30ea\u30b9\u30af\u524a\u6e1b\u3068\u30b3\u30b9\u30c8\u7ba1\u7406\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002\u5909\u66f4\u304c\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3067\u304d\u308c\u3070\u3001\u524d\u8ff0\u306e\u554f\u984c\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7121\u99c4\u306a\u52b4\u529b\u304c\u6e1b\u308a\u3001\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u3001\u30b3\u30b9\u30c8\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u65e9\u3044\u6bb5\u968e\u3067\u554f\u984c\u304c\u7279\u5b9a\u3055\u308c\u308c\u3070\u3001\u554f\u984c\u306f\u3088\u308a\u8fc5\u901f\u304b\u3064\u5b89\u4fa1\u306b\u89e3\u6c7a\u3055\u308c\u308b\u3068\u3044\u3046\u539f\u5247\u306f\u3001\u8ab0\u3082\u304c\u77e5\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u30c7\u30fc\u30bf\u7cfb\u7d71\u306f\u91cd\u8981\u306a\u30df\u30c3\u30b7\u30f3\u30b0 \u30ea\u30f3\u30af\u3092\u63d0\u4f9b\u3057\u3001QA \u306b\u5230\u9054\u3059\u308b\u524d\u306b\u554f\u984c\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059 <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%ac%e3%83%90%e3%83%8a%e3%83%b3%e3%82%b9%e3%81%a8%e3%81%af\/\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/a><\/strong> \u305d\u3057\u3066\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3002\u6b27\u5dde\u9023\u5408\u304c 2016 \u5e74\u306b\u4e00\u822c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5247 (GDPR) \u3092\u53ef\u6c7a\u3057\u305f\u3068\u304d\u3001\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831 (PII) 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\u306e\u4e00\u90e8\u304c\u30b7\u30b9\u30c6\u30e0\u306e\u5225\u306e\u5834\u6240\u306b\u6b8b\u308a\u3001\u6cd5\u5f8b\u3092\u9075\u5b88\u3067\u304d\u306a\u304f\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/p>\n<p>\u30c7\u30fc\u30bf\u7cfb\u7d71\u306f\u3001\u4e0a\u6d41\u3068\u4e0b\u6d41\u306e\u5f71\u97ff\u3092\u691c\u51fa\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u307e\u3059\u3002\u5909\u66f4\u306e\u539f\u56e0\u3068\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u73fe\u5728\u306e\u72b6\u614b\u306b\u9054\u3057\u305f\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u660e\u78ba\u306a\u76e3\u67fb\u53ef\u80fd\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u5217\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u7cfb\u5217\u306f\u3001SQL \u30af\u30a8\u30ea\u3092\u89e3\u6790\u3057\u3066\u4f55\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u66f4\u3055\u308c\u305f\u304b\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u7279\u306b\u56f0\u96e3\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30ed\u30b0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u7279\u306b\u56f0\u96e3\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5404 SQL \u30c0\u30a4\u30a2\u30ec\u30af\u30c8\u306f\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u9032\u5316\u3059\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf \u30ea\u30cd\u30fc\u30b8 \u30c4\u30fc\u30eb\u3092\u9032\u5316\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u305d\u306e\u7bc4\u56f2\u3092\u3055\u3089\u306b\u62e1\u5927\u3057\u3001\u60c5\u5831\u306e\u6d41\u308c\u304c\u52a0\u901f\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u5217\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u306f\u3055\u3089\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4eca\u65e5\u3067\u306f\u3001\u6642\u9593\u3001\u52b4\u529b\u3001\u304a\u91d1\u3092\u7bc0\u7d04\u3067\u304d\u308b\u975e\u5e38\u306b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u307e\u3082\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u7d50\u8ad6<\/h3>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3067\u3001\u30c7\u30fc\u30bf \u30ea\u30cd\u30fc\u30b8\u304c\u91cd\u8981\u306a\u7406\u7531\u3068\u3001\u305d\u308c\u304c\u975e\u5e38\u306b\u56f0\u96e3\u306a\u7406\u7531\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002\u30c7\u30fc\u30bf \u30ea\u30cd\u30fc\u30b8\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u6b21\u306e\u30b5\u30a4\u30c8\u3092\u3054\u89a7\u306b\u306a\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/\"><strong>Gudu SQLFlow<\/strong><\/a> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002<\/p>\n<p>\u73fe\u5728\u5e02\u5834\u3067\u5165\u624b\u53ef\u80fd\u306a\u6700\u9ad8\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb\u306e 1 \u3064\u3068\u3057\u3066\u3001Gudu SQLFlow \u306f\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u53d6\u5f97\u3057\u3001\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c CSV \u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u63d0\u4f9b\u3057\u3001\u8996\u899a\u7684\u306a\u8868\u793a\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 <strong>(2022 \u5e74 7 \u6708 23 \u65e5\u306b Ryan \u306b\u3088\u308a\u516c\u958b)<\/strong><\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:100% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-0{width:100% 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