{"id":6761,"date":"2026-08-28T09:02:16","date_gmt":"2026-08-28T00:02:16","guid":{"rendered":"https:\/\/cacco.co.jp\/datascience\/media\/?p=6761"},"modified":"2026-08-28T09:02:16","modified_gmt":"2026-08-28T00:02:16","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%af%e3%83%ac%e3%83%b3%e3%82%b8%e3%83%b3%e3%82%b0%e3%82%92%e5%8a%b9%e7%8e%87%e5%8c%96%e3%81%99%e3%82%8b5%e3%81%a4%e3%81%ae%e6%96%b9%e6%b3%95%ef%bc%81%e8%87%aa%e5%8b%95","status":"publish","type":"post","link":"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6761\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b5\u3064\u306e\u65b9\u6cd5\uff01\u81ea\u52d5\u5316\u3059\u308b\u7bc4\u56f2\u3068\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3092\u89e3\u8aac"},"content":{"rendered":"<div class=\"tcdce-body\"><p>\u300c\u8868\u8a18\u3086\u308c\u3084\u91cd\u8907\u3092\u76f4\u3057\u3066\u3082\u3001\u6b21\u306e\u30c7\u30fc\u30bf\u3067\u307e\u305f\u540c\u3058\u4fee\u6b63\u304c\u767a\u751f\u3059\u308b\u300d<br \/>\n\u300cExcel\u3067\u306e\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u3067\u3001\u5206\u6790\u3084\u65bd\u7b56\u306e\u691c\u8a0e\u307e\u3067\u9032\u3081\u306a\u3044\u300d<\/p>\n<p>\u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u76f4\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u512a\u5148\u9806\u4f4d\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/strong><\/p>\n<p>\u512a\u5148\u3059\u308b\u4f5c\u696d\u3092\u6c7a\u3081\u305f\u3089\u3001\u4fee\u6b63\u30eb\u30fc\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u4f7f\u3048\u308b\u5f62\u306b\u3057\u3001\u5b9a\u578b\u51e6\u7406\u306f\u81ea\u52d5\u5316\u3059\u308b\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3084\u4f8b\u5916\u306b\u95a2\u308f\u308b\u51e6\u7406\u306f\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u3046\u3048\u3067\u3001\u4f5c\u696d\u91cf\u3084\u66f4\u65b0\u983b\u5ea6\u306b\u5fdc\u3058\u3066Excel\u30fbPower Query\u30fbAI\u30c4\u30fc\u30eb\u306a\u3069\u3092\u4f7f\u3044\u5206\u3051\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u4fdd\u3061\u306a\u304c\u3089\u624b\u4f5c\u696d\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u30fb\u58f2\u4e0a\u30c7\u30fc\u30bf\u30fb\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306a\u3069\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u62c5\u5f53\u8005\u306b\u5411\u3051\u3066\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b5\u3064\u306e\u65b9\u6cd5<\/li>\n<li>\u81ea\u52d5\u5316\u3057\u3084\u3059\u3044\u4f5c\u696d\u3068\u4eba\u304c\u5224\u65ad\u3059\u308b\u4f5c\u696d\u306e\u9055\u3044<\/li>\n<li>Excel\u30fbPower Query\u30fbSQL\u30fbPython\u30fbAI\u30c4\u30fc\u30eb\u306a\u3069\u306e\u9078\u3073\u65b9<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u5b89\u5168\u6027\u3092\u5b88\u308b\u305f\u3081\u306e\u6ce8\u610f\u70b9<\/li>\n<li>\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u8a55\u4fa1\u6307\u6a19\u3084\u5b9f\u65bd\u983b\u5ea6\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/li>\n<\/ul>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3067\u4f55\u3092\u512a\u5148\u3057\u3001\u3069\u3053\u307e\u3067\u81ea\u52d5\u5316\u3059\u308b\u304b\u3092\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3044\u307e\u4f7f\u3063\u3066\u3044\u308bExcel\u3067\u5bfe\u5fdc\u3092\u7d9a\u3051\u308b\u304b\u3001\u5225\u306e\u30c4\u30fc\u30eb\u3084\u5916\u90e8\u652f\u63f4\u3092\u691c\u8a0e\u3059\u308b\u304b\u3082\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<div class=\"cardlink\">\r\n<div class=\"cardlink_thumbnail\"><img loading=\"lazy\" decoding=\"async\" class=\"jetpack-lazy-image jetpack-lazy-image--handled\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/04\/20260424.png\" alt=\"\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e\u3000\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u3000\u524d\u7530\u590f\u5e0c\" width=\"120\" height=\"120\" data-lazy-loaded=\"1\" \/><\/div>\r\n<div class=\"cardlink_content\"><span class=\"timestamp\">\u8a18\u4e8b\u76e3\u4fee<\/span>\r\n<div class=\"cardlink_title\"><strong>Cacco \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c1\u30fc\u30e0<br \/>\u524d\u7530 \u590f\u5e0c<\/strong><\/div>\r\n<div class=\"cardlink_excerpt\">\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u521d\u3081\u3066\u89e6\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u3084\u5b66\u751f\u306b\u5411\u3051\u3066\u3001\u793e\u5185\u306e\u5c02\u9580\u5bb6\u3068\u9023\u643a\u3057\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u30ce\u30a6\u30cf\u30a6\u3092\u300c\u660e\u65e5\u304b\u3089\u4f7f\u3048\u308b\u5f62\u300d\u306b\u6574\u7406\u3057\u3066\u767a\u4fe1\u3002\u8aad\u8005\u304c\u62b1\u3048\u308b\u300c\u306a\u305c\uff1f\u300d\u300c\u3069\u3046\u3084\u3063\u3066\uff1f\u300d\u306b\u5bc4\u308a\u6dfb\u3046\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002<\/div>\r\n<\/div>\r\n<\/div>\n<h2>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u3067\u52b9\u7387\u5316\u3057\u305f\u3044\u3068\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\uff1f<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6783\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8.png\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8.png 1280w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-300x169.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-1024x576.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-768x432.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-400x225.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-800x450.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u4f5c\u696d\u306b\u60a9\u3080\u62c5\u5f53\u8005\u30a4\u30e1\u30fc\u30b8-1200x675.png 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u306b\u306a\u308a\u3084\u3059\u3044\u306e\u306f\u3001\u4e0d\u5099\u306e\u7a2e\u985e\u304c\u591a\u3044\u3046\u3048\u306b\u3001\u540c\u3058\u30c7\u30fc\u30bf\u3067\u3082\u5229\u7528\u76ee\u7684\u306b\u3088\u3063\u3066\u76f4\u3057\u65b9\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u58f2\u4e0a\u6570\u91cf\u306e\u7a7a\u6b04\u304c\u300c\u8ca9\u58f2\u306a\u3057\u300d\u3092\u610f\u5473\u3059\u308b\u306a\u30890\u3067\u88dc\u3048\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u672a\u96c6\u8a08\u3084\u5165\u529b\u6f0f\u308c\u306a\u3089\u58f2\u4e0a\u3092\u5b9f\u969b\u3088\u308a\u5c11\u306a\u304f\u96c6\u8a08\u3059\u308b\u304a\u305d\u308c\u304c\u3042\u308b\u305f\u3081\u3001\u7a7a\u6b04\u304c\u751f\u3058\u305f\u7406\u7531\u3092\u78ba\u8a8d\u3057\u3066\u5bfe\u5fdc\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3067\u78ba\u8a8d\u3059\u308b\u4e3b\u306a\u4e0d\u5099\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u300c\u682a\u5f0f\u4f1a\u793e\u300d\u3068\u300c\uff08\u682a\uff09\u300d\u306e\u3088\u3046\u306a\u8868\u8a18\u3086\u308c<\/li>\n<li>\u9867\u5ba2ID\u3084\u8cfc\u5165\u65e5\u306e\u6b20\u640d<\/li>\n<li>\u540c\u3058\u9867\u5ba2\u30fb\u53d6\u5f15\u30fb\u5546\u54c1\u3092\u8868\u3059\u30c7\u30fc\u30bf\u306e\u91cd\u8907<\/li>\n<li>\u901a\u5e38\u306e\u7bc4\u56f2\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u305f\u6570\u5024<\/li>\n<li>\u65e5\u4ed8\u3084\u96fb\u8a71\u756a\u53f7\u3001\u6587\u5b57\u30b3\u30fc\u30c9\u306a\u3069\u306e\u5f62\u5f0f\u4e0d\u4e00\u81f4<\/li>\n<li>\u5546\u54c1\u30b3\u30fc\u30c9\u3084\u9867\u5ba2ID\u306a\u3069\u3001\u30de\u30b9\u30bf\u306b\u5b58\u5728\u3057\u306a\u3044\u5024<\/li>\n<\/ul>\n<p>\u4fee\u6b63\u7bc4\u56f2\u3084\u5224\u65ad\u57fa\u6e96\u3092\u6c7a\u3081\u305a\u306b\u4f5c\u696d\u3092\u59cb\u3081\u308b\u3068\u3001\u898b\u3064\u304b\u3063\u305f\u4e0d\u5099\u3092\u7247\u7aef\u304b\u3089\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u3001\u5b8c\u4e86\u306e\u5224\u65ad\u3082\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u5165\u529b\u65b9\u6cd5\u3084\u9023\u643a\u5143\u3092\u898b\u76f4\u3055\u306a\u3051\u308c\u3070\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u304c\u8ffd\u52a0\u3055\u308c\u308b\u305f\u3073\u306b\u540c\u3058\u4e0d\u5099\u304c\u767a\u751f\u3057\u3001\u624b\u4f5c\u696d\u3060\u3051\u3067\u306f\u7d42\u308f\u3089\u306a\u3044\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<h3>\u300c\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u300d\u3068\u300c\u30c7\u30fc\u30bf\u5909\u63db\u300d\u300c\u30c7\u30fc\u30bf\u6574\u7406\u300d\u300c\u30c7\u30fc\u30bf\u6574\u5099\u300d\u306e\u9055\u3044<\/h3>\n<p>\u300c\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u300d\u3068\u611f\u3058\u3066\u3044\u3066\u3082\u3001\u5b9f\u969b\u306e\u4f5c\u696d\u306b\u306f\u3001\u4e0d\u5099\u306e\u4fee\u6b63\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u6574\u7406\u30fb\u5909\u63db\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u7528\u8a9e\u306b\u53b3\u5bc6\u306a\u5171\u901a\u5b9a\u7fa9\u306f\u306a\u304f\u3001\u4f01\u696d\u3084\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u4f7f\u3044\u65b9\u3084\u4f5c\u696d\u7bc4\u56f2\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5b9f\u52d9\u3067\u306e\u5f79\u5272\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u6b21\u306e\u3068\u304a\u308a\u533a\u5225\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 14.7392%;\"><strong>\u7528\u8a9e<\/strong><\/th>\n<th style=\"width: 37.8685%;\"><strong>\u3053\u306e\u8a18\u4e8b\u3067\u306e\u610f\u5473<\/strong><\/th>\n<th style=\"width: 47.2789%;\"><strong>\u5177\u4f53\u4f8b<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 14.7392%;\"><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/strong><\/td>\n<td style=\"width: 37.8685%;\">\u30c7\u30fc\u30bf\u306e\u8aa4\u308a\u30fb\u6b20\u640d\u30fb\u91cd\u8907\u30fb\u8868\u8a18\u3086\u308c\u30fb\u4e0d\u6574\u5408\u306a\u3069\u3092\u691c\u51fa\u3057\u3001\u5bfe\u5fdc\u65b9\u91dd\u306b\u6cbf\u3063\u3066\u4fee\u6b63\u3059\u308b<\/td>\n<td style=\"width: 47.2789%;\">\u300c\uff08\u682a\uff09\u300d\u3068\u300c\u682a\u5f0f\u4f1a\u793e\u300d\u3092\u7d71\u4e00\u3059\u308b\u3001\u91cd\u8907\u5019\u88dc\u3092\u62bd\u51fa\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 14.7392%;\"><strong>\u30c7\u30fc\u30bf\u5909\u63db<\/strong><\/td>\n<td style=\"width: 37.8685%;\">\u51e6\u7406\u3084\u5206\u6790\u306b\u4f7f\u3048\u308b\u3088\u3046\u3001\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u30fb\u578b\u30fb\u69cb\u9020\u3092\u5909\u3048\u308b<\/td>\n<td style=\"width: 47.2789%;\">\u6587\u5b57\u5217\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u305f\u8cfc\u5165\u65e5\u3092\u65e5\u4ed8\u578b\u3078\u5909\u3048\u308b\u3001\u6708\u5225\u306b\u6a2a\u3078\u4e26\u3093\u3060\u5217\u3092\u300c1\u884c1\u304b\u6708\u300d\u306e\u5f62\u5f0f\u3078\u5909\u3048\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 14.7392%;\"><strong>\u30c7\u30fc\u30bf\u6574\u7406<\/strong><\/td>\n<td style=\"width: 37.8685%;\">\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u63a2\u3057\u3001\u610f\u5473\u3092\u78ba\u8a8d\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u30d5\u30a1\u30a4\u30eb\u30fb\u9805\u76ee\u30fb\u5b9a\u7fa9\u3092\u307e\u3068\u3081\u308b<\/td>\n<td style=\"width: 47.2789%;\">\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u7d71\u4e00\u3059\u308b\u3001\u9805\u76ee\u4e00\u89a7\u3068\u62c5\u5f53\u90e8\u7f72\u3092\u6574\u7406\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 14.7392%;\"><strong>\u30c7\u30fc\u30bf\u6574\u5099<\/strong><\/td>\n<td style=\"width: 37.8685%;\">\u6574\u7406\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u5fc5\u8981\u306a\u5909\u63db\u3092\u542b\u3081\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u306b\u4f7f\u3048\u308b\u72b6\u614b\u307e\u3067\u305d\u308d\u3048\u308b<\/td>\n<td style=\"width: 47.2789%;\">\u9867\u5ba2\u5206\u6790\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3001ID\u3084\u9805\u76ee\u5b9a\u7fa9\u3092\u305d\u308d\u3048\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u5b9f\u52d9\u3067\u306f\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u5909\u63db\u3092\u7d9a\u3051\u3066\u884c\u3046\u3053\u3068\u3082\u591a\u3044\u305f\u3081\u3001\u4ee5\u964d\u306f\u4e0d\u5099\u306e\u4fee\u6b63\u306b\u4f34\u3046\u5f62\u5f0f\u5909\u63db\u3082\u542b\u3081\u3066\u52b9\u7387\u5316\u306e\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u3067\u4f5c\u696d\u3092\u5206\u62c5\u3057\u305f\u308a\u5916\u90e8\u3078\u4f9d\u983c\u3057\u305f\u308a\u3059\u308b\u3068\u304d\u306f\u3001\u7528\u8a9e\u306e\u547c\u3073\u65b9\u3060\u3051\u3067\u4f5c\u696d\u7bc4\u56f2\u3092\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u62c5\u5f53\u8005\u3084\u4f9d\u983c\u5148\u304c\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u6574\u7406\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u5909\u63db\u306e\u3069\u3053\u307e\u3067\u3092\u62c5\u3046\u306e\u304b\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b5\u3064\u306e\u65b9\u6cd5\uff01<\/h2>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306f\u3001\u4fee\u6b63\u4f5c\u696d\u3060\u3051\u3092\u901f\u304f\u3057\u3066\u3082\u3001\u5168\u4f53\u306e\u8ca0\u62c5\u3092\u5341\u5206\u306b\u6e1b\u3089\u305b\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u5b9f\u969b\u306e\u696d\u52d9\u3067\u306f\u3001\u4e0d\u5099\u3092\u63a2\u3059\u6642\u9593\u3001\u4fee\u6b63\u65b9\u6cd5\u3092\u5224\u65ad\u3059\u308b\u6642\u9593\u3001\u51e6\u7406\u5f8c\u306e\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b\u6642\u9593\u306a\u3069\u3082\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u5168\u4f53\u306e\u4f5c\u696d\u3092\u6e1b\u3089\u3059\u65b9\u6cd5\u306f\u3001\u6b21\u306e5\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u3010\u65b9\u6cd51\u3011\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u306e\u512a\u5148\u9806\u4f4d\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6c7a\u3081\u308b<\/li>\n<li>\u3010\u65b9\u6cd52\u3011\u4f5c\u696d\u5185\u5bb9\u3068\u6240\u8981\u6642\u9593\u3092\u6d17\u3044\u51fa\u3057\u3066\u52b9\u7387\u5316\u3059\u308b\u5de5\u7a0b\u3092\u6c7a\u3081\u308b<\/li>\n<li>\u3010\u65b9\u6cd53\u3011\u4fee\u6b63\u30eb\u30fc\u30eb\u3092\u4e00\u89a7\u5316\u3057\u3066\u62c5\u5f53\u8005\u3054\u3068\u306e\u5224\u65ad\u3092\u6e1b\u3089\u3059<\/li>\n<li>\u3010\u65b9\u6cd54\u3011\u3088\u304f\u4f7f\u3046\u95a2\u6570\u30fb\u7f6e\u63db\u6761\u4ef6\u30fb\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308b<\/li>\n<li>\u3010\u65b9\u6cd55\u3011\u5165\u529b\u5f62\u5f0f\u3068\u66f4\u65b0\u30eb\u30fc\u30eb\u3092\u7d71\u4e00\u3057\u3066\u4e0d\u5099\u306e\u518d\u767a\u3092\u9632\u3050<\/li>\n<\/ul>\n<p>5\u3064\u306e\u65b9\u6cd5\u3092\u3059\u3079\u3066\u540c\u6642\u306b\u9032\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305a\u306f\u5229\u7528\u76ee\u7684\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u4e0d\u5099\u304c\u96c6\u8a08\u7d50\u679c\u3084\u696d\u52d9\u5224\u65ad\u3078\u4e0e\u3048\u308b\u5f71\u97ff\u304c\u5927\u304d\u304f\u3001\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u3082\u9577\u3044\u5de5\u7a0b\u30921\u3064\u9078\u3073\u307e\u3059\u3002<\/p>\n<p>\u52b9\u7387\u5316\u524d\u5f8c\u306e\u6240\u8981\u6642\u9593\u3092\u6bd4\u8f03\u3057\u3066\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u3001\u307b\u304b\u306e\u5de5\u7a0b\u306b\u3082\u540c\u3058\u8003\u3048\u65b9\u3092\u5e83\u3052\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u65b9\u6cd51\u3011\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u306e\u512a\u5148\u9806\u4f4d\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6c7a\u3081\u308b<\/h3>\n<p><strong>\u6700\u521d\u306b\u30c7\u30fc\u30bf\u3092\u4f55\u306b\u4f7f\u3046\u306e\u304b\u3092\u6c7a\u3081\u3001\u96c6\u8a08\u30fb\u5206\u6790\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u7d50\u679c\u306b\u5f71\u97ff\u3059\u308b\u9805\u76ee\u3068\u4e0d\u5099\u304b\u3089\u512a\u5148\u3057\u3066\u76f4\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5229\u7528\u4e88\u5b9a\u306e\u306a\u3044\u9805\u76ee\u307e\u3067\u540c\u3058\u6c34\u6e96\u3067\u4fee\u6b63\u3059\u308b\u3068\u3001\u4f5c\u696d\u7bc4\u56f2\u3060\u3051\u304c\u5e83\u304c\u308a\u3001\u5fc5\u8981\u306a\u96c6\u8a08\u3084\u5206\u6790\u3078\u306e\u7740\u624b\u304c\u9045\u308c\u307e\u3059\u3002<\/p>\n<p>\u5229\u7528\u76ee\u7684\u3054\u3068\u306b\u512a\u5148\u3059\u308b\u9805\u76ee\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6574\u7406\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th><strong>\u5229\u7528\u76ee\u7684<\/strong><\/th>\n<th><strong>\u512a\u5148\u3059\u308b\u9805\u76ee\u30fb\u4e0d\u5099<\/strong><\/th>\n<th><strong>\u5b8c\u4e86\u6761\u4ef6\u306e\u4f8b<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5e97\u8217\u5225\u30fb\u5546\u54c1\u5225\u306e\u58f2\u4e0a\u3092\u96c6\u8a08\u3059\u308b<\/strong><\/td>\n<td>\u53d6\u5f15\u65e5\u3001\u5e97\u8217ID\u3001\u5546\u54c1ID\u3001\u58f2\u4e0a\u91d1\u984d\u306e\u6b20\u640d\u30fb\u5f62\u5f0f\u4e0d\u4e00\u81f4\u30fb\u91cd\u8907<\/td>\n<td>\u5bfe\u8c61\u671f\u9593\u306e\u30c7\u30fc\u30bf\u3092\u5e97\u8217\u5225\u30fb\u5546\u54c1\u5225\u306b\u96c6\u8a08\u3067\u304d\u3001\u51e6\u7406\u524d\u5f8c\u306e\u4ef6\u6570\u3084\u58f2\u4e0a\u5408\u8a08\u306b\u60f3\u5b9a\u5916\u306e\u5dee\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u9867\u5ba2\u3078\u306e\u6848\u5185\u5bfe\u8c61\u3092\u6c7a\u3081\u308b<\/strong><\/td>\n<td>\u9867\u5ba2ID\u3001\u9023\u7d61\u5148\u3001\u914d\u4fe1\u53ef\u5426\u3001\u540c\u3058\u9867\u5ba2\u3092\u8868\u3059\u91cd\u8907\u30c7\u30fc\u30bf<\/td>\n<td>\u914d\u4fe1\u53ef\u80fd\u306a\u9867\u5ba2\u3092\u91cd\u8907\u306a\u304f\u62bd\u51fa\u3057\u3001\u914d\u4fe1\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u9867\u5ba2\u3092\u9664\u5916\u3067\u304d\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5546\u54c1\u306e\u9700\u8981\u3092\u4e88\u6e2c\u3059\u308b<\/strong><\/td>\n<td>\u5546\u54c1ID\u3001\u65e5\u4ed8\u3001\u8ca9\u58f2\u6570\u91cf\u3001\u6b20\u54c1\u671f\u9593\u3001\u30bb\u30fc\u30eb\u306a\u3069\u306e\u4f8b\u5916\u60c5\u5831<\/td>\n<td>\u6b20\u640d\u30fb\u6b20\u54c1\u30fb\u30bb\u30fc\u30eb\u671f\u9593\u306e\u6271\u3044\u304c\u6c7a\u307e\u308a\u3001\u540c\u3058\u6761\u4ef6\u3067\u4e88\u6e2c\u7528\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3067\u304d\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u5b8c\u4e86\u6761\u4ef6\u306f\u3001\u300c\u30c7\u30fc\u30bf\u3092\u304d\u308c\u3044\u306b\u3059\u308b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u4e88\u5b9a\u3057\u305f\u96c6\u8a08\u3084\u62bd\u51fa\u3092\u5b9f\u884c\u3067\u304d\u308b\u300d\u300c\u51e6\u7406\u524d\u5f8c\u306e\u4ef6\u6570\u3084\u5408\u8a08\u5024\u306b\u60f3\u5b9a\u5916\u306e\u5dee\u304c\u306a\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u9054\u6210\u3067\u304d\u305f\u304b\u78ba\u8a8d\u3067\u304d\u308b\u5f62\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u5b8c\u4e86\u6761\u4ef6\u3092\u6e80\u305f\u3057\u305f\u3089\u3001\u4eca\u56de\u306e\u5229\u7528\u76ee\u7684\u306b\u76f4\u63a5\u95a2\u4fc2\u3057\u306a\u3044\u671f\u9593\u30fb\u9805\u76ee\u306e\u4e0d\u5099\u306f\u3001\u6b21\u56de\u4ee5\u964d\u306e\u5bfe\u5fdc\u5bfe\u8c61\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n<p>\u5bfe\u5fdc\u65b9\u6cd5\u3092\u6c7a\u3081\u3089\u308c\u306a\u3044\u4e0d\u5099\u306f\u3001\u300c\u4f55\u3092\u78ba\u8a8d\u3059\u308b\u304b\u300d\u300c\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3084\u696d\u52d9\u3078\u306e\u5f71\u97ff\u3092\u5224\u65ad\u3067\u304d\u308b\u62c5\u5f53\u8005\u300d\u300c\u3044\u3064\u307e\u3067\u306b\u56de\u7b54\u3092\u5f97\u308b\u304b\u300d\u3092\u4fdd\u7559\u4e00\u89a7\u3078\u8a18\u9332\u3057\u3001\u56de\u7b54\u5f85\u3061\u306e\u9593\u306f\u5224\u65ad\u6e08\u307f\u306e\u4e0d\u5099\u304b\u3089\u4fee\u6b63\u3092\u9032\u3081\u307e\u3059\u3002<\/p>\n<h3>\u3010\u65b9\u6cd52\u3011\u4f5c\u696d\u5185\u5bb9\u3068\u6240\u8981\u6642\u9593\u3092\u6d17\u3044\u51fa\u3057\u3066\u52b9\u7387\u5316\u3059\u308b\u5de5\u7a0b\u3092\u6c7a\u3081\u308b<\/h3>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u300c\u62bd\u51fa\u30fb\u691c\u51fa\u30fb\u4fee\u6b63\u30fb\u78ba\u8a8d\u300d\u306b\u5206\u3051\u3001\u6240\u8981\u6642\u9593\u3084\u5b9f\u65bd\u983b\u5ea6\u304b\u3089\u8ca0\u62c5\u306e\u5927\u304d\u3044\u5de5\u7a0b\u3092\u898b\u3064\u3051\u307e\u3059\u3002<\/strong><\/p>\n<p>1\u56de\u306e\u4f5c\u696d\u6642\u9593\u304c\u77ed\u304f\u3066\u3082\u3001\u5b9f\u65bd\u56de\u6570\u304c\u591a\u3051\u308c\u3070\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u306f\u9577\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5de5\u7a0b\u3054\u3068\u306b\u51e6\u7406\u4ef6\u6570\u30fb\u5b9f\u65bd\u983b\u5ea6\u30fb1\u56de\u306e\u6240\u8981\u6642\u9593\u3092\u8a18\u9332\u3057\u3001\u73fe\u5728\u306e\u3084\u308a\u65b9\u304b\u3089\u52b9\u7387\u5316\u3067\u304d\u308b\u90e8\u5206\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 12%;\"><strong>\u5de5\u7a0b<\/strong><\/th>\n<th style=\"width: 44%;\"><strong>\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/strong><\/th>\n<th style=\"width: 44%;\"><strong>\u52b9\u7387\u5316\u3059\u308b\u65b9\u6cd5\u306e\u4f8b<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 12%;\"><strong>\u62bd\u51fa<\/strong><\/td>\n<td style=\"width: 44%;\">\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u3001\u8ab0\u304c\u3001\u3069\u306e\u983b\u5ea6\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3044\u308b\u304b<\/td>\n<td style=\"width: 44%;\">\u51fa\u529b\u6761\u4ef6\u3092\u4fdd\u5b58\u3059\u308b\u3001\u30c7\u30fc\u30bf\u306e\u5b9a\u671f\u53d6\u5f97\u3092\u81ea\u52d5\u5316\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12%;\"><strong>\u691c\u51fa<\/strong><\/td>\n<td style=\"width: 44%;\">\u6b20\u640d\u30fb\u91cd\u8907\u30fb\u8868\u8a18\u3086\u308c\u306a\u3069\u3092\u3001\u3069\u306e\u6761\u4ef6\u3067\u63a2\u3057\u3066\u3044\u308b\u304b<\/td>\n<td style=\"width: 44%;\">\u30c1\u30a7\u30c3\u30af\u7528\u306e\u95a2\u6570\u3084\u691c\u51fa\u6761\u4ef6\u3092\u5171\u901a\u5316\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12%;\"><strong>\u4fee\u6b63<\/strong><\/td>\n<td style=\"width: 44%;\">\u30eb\u30fc\u30eb\u306b\u6cbf\u3063\u3066\u76f4\u305b\u308b\u51e6\u7406\u3068\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u304c\u5fc5\u8981\u306a\u51e6\u7406\u3092\u5206\u3051\u3089\u308c\u308b\u304b<\/td>\n<td style=\"width: 44%;\">\u7f6e\u63db\u8868\u3084\u51e6\u7406\u624b\u9806\u3092\u4f5c\u308a\u3001\u5224\u65ad\u304c\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3060\u3051\u3092\u62bd\u51fa\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12%;\"><strong>\u78ba\u8a8d<\/strong><\/td>\n<td style=\"width: 44%;\">\u51e6\u7406\u524d\u5f8c\u306e\u4ef6\u6570\u30fb\u5408\u8a08\u30fb\u6b20\u640d\u6570\u306a\u3069\u3092\u3001\u3069\u306e\u3088\u3046\u306b\u7167\u5408\u3057\u3066\u3044\u308b\u304b<\/td>\n<td style=\"width: 44%;\">\u78ba\u8a8d\u9805\u76ee\u3092\u56fa\u5b9a\u3057\u3001\u51e6\u7406\u524d\u5f8c\u306e\u5dee\u5206\u3092\u96c6\u8a08\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u4f8b\u3048\u3070\u30011\u56de15\u5206\u306e\u91cd\u8907\u78ba\u8a8d\u3092\u670820\u56de\u884c\u3046\u5834\u5408\u3001\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u306f300\u5206\uff085\u6642\u9593\uff09\u3067\u3059\u3002<\/p>\n<p>\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u3092\u7b97\u51fa\u3057\u3066\u304a\u3051\u3070\u3001\u5de5\u7a0b\u3054\u3068\u306e\u8ca0\u62c5\u3068\u3001\u52b9\u7387\u5316\u5f8c\u306b\u6e1b\u3063\u305f\u6642\u9593\u3092\u6bd4\u8f03\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u52b9\u7387\u5316\u3059\u308b\u5de5\u7a0b\u306f\u3001\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u3068\u3001\u5148\u307b\u3069\u3010\u65b9\u6cd51\u3011\u3067\u78ba\u8a8d\u3057\u305f\u300c\u4e0d\u5099\u304c\u96c6\u8a08\u7d50\u679c\u30fb\u696d\u52d9\u5224\u65ad\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6781\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix.png\" alt=\"\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u5de5\u7a0b\u3092\u4e0d\u5099\u304c\u96c6\u8a08\u7d50\u679c\u30fb\u696d\u52d9\u5224\u65ad\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3068\u6708\u9593\u306e\u4f5c\u696d\u6642\u9593\u3067\u5206\u985e\u3057\u305f\u512a\u5148\u9806\u4f4d\u56f3\" width=\"1580\" height=\"960\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-300x182.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-1024x622.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-768x467.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-1536x933.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-400x243.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-800x486.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-priority-matrix-1200x729.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p>\u4e0a\u306e\u56f3\u306e\u300c\u5927\u300d\u300c\u5c0f\u300d\u306b\u5171\u901a\u306e\u6570\u5024\u57fa\u6e96\u306f\u306a\u304f\u3001\u81ea\u793e\u306e\u5de5\u7a0b\u540c\u58eb\u3092\u6bd4\u3079\u3066\u5206\u985e\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u3092\u898b\u9003\u3059\u3068\u3001\u540c\u3058\u9867\u5ba2\u3092\u8907\u6570\u4eba\u3068\u3057\u3066\u6570\u3048\u3001\u9867\u5ba2\u6570\u3092\u5b9f\u969b\u3088\u308a\u591a\u304f\u96c6\u8a08\u3059\u308b\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u91cd\u8907\u78ba\u8a8d\u306b\u67085\u6642\u9593\u304b\u304b\u308a\u3001\u307b\u304b\u306e\u5de5\u7a0b\u3088\u308a\u4f5c\u696d\u6642\u9593\u3082\u9577\u3051\u308c\u3070\u3001\u53f3\u4e0a\u306e\u300c\u6700\u512a\u5148\u3067\u52b9\u7387\u5316\u300d\u306b\u5206\u985e\u3057\u307e\u3059\u3002<\/p>\n<h3>\u3010\u65b9\u6cd53\u3011\u4fee\u6b63\u30eb\u30fc\u30eb\u3092\u4e00\u89a7\u5316\u3057\u3066\u62c5\u5f53\u8005\u3054\u3068\u306e\u5224\u65ad\u3092\u6e1b\u3089\u3059<\/h3>\n<p><strong>\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u4fee\u6b63\u7d50\u679c\u304c\u5909\u308f\u3089\u306a\u3044\u3088\u3046\u3001\u4e0d\u5099\u306e\u5224\u65ad\u57fa\u6e96\u3068\u4fee\u6b63\u65b9\u6cd5\u3092\u30eb\u30fc\u30eb\u3068\u3057\u3066\u5171\u6709\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u300c\u8868\u8a18\u3092\u7d71\u4e00\u3059\u308b\u300d\u3068\u3060\u3051\u6c7a\u3081\u3066\u3082\u3001\u3069\u306e\u8868\u8a18\u3092\u63a1\u7528\u3059\u308b\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u4fee\u6b63\u7d50\u679c\u304c\u3070\u3089\u3064\u304d\u307e\u3059\u3002<\/p>\n<p>\u4fee\u6b63\u30eb\u30fc\u30eb\u306b\u306f\u3001\u5b9f\u969b\u306e\u4f5c\u696d\u3067\u5fc5\u8981\u306b\u306a\u308b\u6b21\u306e\u9805\u76ee\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5bfe\u8c61\u3068\u306a\u308b\u30d5\u30a1\u30a4\u30eb\u30fb\u8868\u30fb\u9805\u76ee<\/li>\n<li>\u4e0d\u5099\u3068\u5224\u65ad\u3059\u308b\u6761\u4ef6<\/li>\n<li>\u4fee\u6b63\u5f8c\u306e\u5024\u30fb\u5f62\u5f0f\u30fb\u53c2\u7167\u3059\u308b\u30de\u30b9\u30bf<\/li>\n<li>\u81ea\u52d5\u4fee\u6b63\u3059\u308b\u304b\u3001\u78ba\u8a8d\u5019\u88dc\u3068\u3057\u3066\u62bd\u51fa\u3059\u308b\u304b<\/li>\n<li>\u901a\u5e38\u306e\u30eb\u30fc\u30eb\u3092\u9069\u7528\u3057\u306a\u3044\u4f8b\u5916\u6761\u4ef6<\/li>\n<li>\u5224\u65ad\u3067\u304d\u306a\u3044\u5834\u5408\u306e\u78ba\u8a8d\u5148<\/li>\n<li>\u30eb\u30fc\u30eb\u306e\u4f5c\u6210\u65e5\u30fb\u66f4\u65b0\u65e5\u30fb\u66f4\u65b0\u8005<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u3001\u9867\u5ba2ID\u300c00123\u300d\u306e\u5148\u982d\u306b\u3042\u308b\u300c0\u300d\u306f\u3001\u4e0d\u8981\u306a\u6587\u5b57\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u9867\u5ba2ID\u3092\u6587\u5b57\u5217\u3068\u3057\u3066\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u300c00123\u300d\u3068\u300c123\u300d\u3092\u540c\u3058\u5024\u3078\u5909\u3048\u308b\u3068\u3001\u5225\u306e\u9867\u5ba2\u3092\u8aa4\u3063\u3066\u307e\u3068\u3081\u308b\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30eb\u30fc\u30eb\u3092\u5909\u66f4\u3057\u305f\u3068\u304d\u306f\u5909\u66f4\u7406\u7531\u3068\u9069\u7528\u958b\u59cb\u65e5\u3082\u6b8b\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u3069\u306e\u30eb\u30fc\u30eb\u3092\u4f7f\u3063\u305f\u304b\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u65b9\u6cd54\u3011\u3088\u304f\u4f7f\u3046\u95a2\u6570\u30fb\u7f6e\u63db\u6761\u4ef6\u30fb\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308b<\/h3>\n<p><strong>\u3010\u65b9\u6cd53\u3011\u3067\u6c7a\u3081\u305f\u4fee\u6b63\u30eb\u30fc\u30eb\u306f\u3001\u95a2\u6570\u30fb\u7f6e\u63db\u8868\u30fb\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8\u306a\u3069\u3001\u6b21\u56de\u3082\u4f7f\u3048\u308b\u5f62\u306b\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4fee\u6b63\u30eb\u30fc\u30eb\u304c\u300c\u4f55\u3092\u3069\u3046\u76f4\u3059\u304b\u300d\u3068\u3044\u3046\u5224\u65ad\u57fa\u6e96\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306f\u3001\u305d\u306e\u30eb\u30fc\u30eb\u3092\u5b9f\u884c\u30fb\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u3072\u306a\u5f62\u3067\u3059\u3002<\/p>\n<p>\u7e70\u308a\u8fd4\u3057\u4f7f\u3046\u4f5c\u696d\u306e\u3046\u3061\u3001\u6b21\u306e\u5185\u5bb9\u306f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5168\u89d2\u30fb\u534a\u89d2\u3084\u524d\u5f8c\u306e\u7a7a\u767d\u3092\u305d\u308d\u3048\u308b\u95a2\u6570<\/li>\n<li>\u65e7\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u73fe\u884c\u30b3\u30fc\u30c9\u3078\u5909\u3048\u308b\u7f6e\u63db\u8868<\/li>\n<li>\u91cd\u8907\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u30c7\u30fc\u30bf\u3078\u76ee\u5370\u3092\u4ed8\u3051\u308b\u6761\u4ef6<\/li>\n<li>\u51e6\u7406\u524d\u5f8c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id=\"link2\"><\/a>\u3010\u65b9\u6cd55\u3011\u5165\u529b\u5f62\u5f0f\u3068\u66f4\u65b0\u30eb\u30fc\u30eb\u3092\u7d71\u4e00\u3057\u3066\u4e0d\u5099\u306e\u518d\u767a\u3092\u9632\u3050<\/h3>\n<p><strong>\u4fee\u6b63\u4f5c\u696d\u3092\u7d99\u7d9a\u7684\u306b\u6e1b\u3089\u3059\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5165\u529b\u5f62\u5f0f\u3092\u7d71\u4e00\u3057\u3001\u30de\u30b9\u30bf\u3084\u5165\u529b\u30eb\u30fc\u30eb\u3092\u5909\u66f4\u3059\u308b\u624b\u9806\u3082\u6c7a\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5165\u529b\u30eb\u30fc\u30eb\u306e\u4e0d\u7d71\u4e00\u3084\u624b\u5165\u529b\u30fb\u8ee2\u8a18\u306e\u8aa4\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u7570\u306a\u308b\u5f62\u5f0f\u30fb\u9805\u76ee\u5b9a\u7fa9\u3092\u898b\u76f4\u3055\u306a\u3051\u308c\u3070\u3001\u65b0\u3057\u304f\u8ffd\u52a0\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306b\u3082\u540c\u3058\u4e0d\u5099\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u5165\u529b\u6bb5\u968e\u3067\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5e97\u8217\u540d\u30fb\u5546\u54c1\u540d\u306f\u81ea\u7531\u5165\u529b\u3067\u306f\u306a\u304f\u3001\u30de\u30b9\u30bf\u3092\u53c2\u7167\u3057\u305f\u9078\u629e\u5f0f\u306b\u3059\u308b<\/li>\n<li>\u65e5\u4ed8\u3001\u96fb\u8a71\u756a\u53f7\u3001\u90f5\u4fbf\u756a\u53f7\u306a\u3069\u306e\u5165\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b<\/li>\n<li>\u96c6\u8a08\u3084\u5206\u6790\u306b\u6b20\u304b\u305b\u306a\u3044\u9805\u76ee\u3092\u5fc5\u9808\u5165\u529b\u306b\u3059\u308b<\/li>\n<li>\u30de\u30b9\u30bf\u306e\u8ffd\u52a0\u30fb\u5909\u66f4\u30fb\u5ec3\u6b62\u3092\u7533\u8acb\u3059\u308b\u6d41\u308c\u3092\u6c7a\u3081\u308b<\/li>\n<li>\u6b20\u640d\u3084\u91cd\u8907\u306e\u767a\u751f\u72b6\u6cc1\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3059\u308b\u62c5\u5f53\u8005\u3092\u6c7a\u3081\u308b<\/li>\n<\/ul>\n<p>Excel\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5165\u529b\u898f\u5247\u3092\u4f7f\u3063\u3066\u3001\u5165\u529b\u3067\u304d\u308b\u5024\u3084\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3092\u5236\u9650\u3057\u3001\u9078\u629e\u80a2\u3084\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u5024\u3092\u30b3\u30d4\u30fc\u3057\u3066\u8cbc\u308a\u4ed8\u3051\u305f\u5834\u5408\u306a\u3069\u306f\u5165\u529b\u898f\u5247\u306b\u5408\u308f\u306a\u3044\u5024\u304c\u5165\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u898f\u5247\u3092\u8a2d\u5b9a\u3057\u305f\u5217\u306b\u3001\u6307\u5b9a\u3057\u305f\u5f62\u5f0f\u3068\u7570\u306a\u308b\u5024\u3084\u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u901a\u5e38\u306e\u5f62\u5f0f\u306b\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u5024\u3067\u3082\u696d\u52d9\u4e0a\u5fc5\u8981\u3067\u3042\u308c\u3070\u3001\u4e00\u5f8b\u306b\u7981\u6b62\u305b\u305a\u3001\u7406\u7531\u3068\u627f\u8a8d\u8005\u3092\u8a18\u9332\u3057\u305f\u3046\u3048\u3067\u4f8b\u5916\u3068\u3057\u3066\u6271\u3046\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2>\u3010\u52b9\u7387\u5316\u306e\u30b3\u30c4\u3011\u81ea\u52d5\u5316\u3059\u308b\u4f5c\u696d\u3068\u4eba\u304c\u5224\u65ad\u3059\u308b\u4f5c\u696d\u3092\u5206\u3051\u308b<\/h2>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b\u306b\u306f\u3001\u4f5c\u696d\u3054\u3068\u306b\u300c\u81ea\u52d5\u5316\u3059\u308b\u7bc4\u56f2\u300d\u3068\u300c\u4eba\u304c\u5224\u65ad\u3059\u308b\u7bc4\u56f2\u300d\u3092\u5206\u3051\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5168\u89d2\u3092\u534a\u89d2\u3078\u5909\u63db\u3059\u308b\u3001\u65e5\u4ed8\u3092\u300cYYYY\/MM\/DD\u300d\u306b\u305d\u308d\u3048\u308b\u306a\u3069\u3001\u300c\u4f55\u3092\u3069\u306e\u3088\u3046\u306b\u76f4\u3059\u304b\u300d\u3092\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u3089\u308c\u308b\u4f5c\u696d\u306f\u3001\u30c4\u30fc\u30eb\u3067\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u3082\u540c\u3058\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3057\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u5229\u7528\u76ee\u7684\u3084\u696d\u52d9\u4e0a\u306e\u610f\u5473\u306b\u3088\u3063\u3066\u6b63\u3057\u3044\u5bfe\u5fdc\u304c\u5909\u308f\u308b\u51e6\u7406\u306f\u3001\u4e0d\u5099\u306e\u691c\u51fa\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u3001\u4fee\u6b63\u65b9\u6cd5\u3084\u7d71\u5408\u306e\u53ef\u5426\u3092\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 18.5941%;\"><strong>\u4f5c\u696d<\/strong><\/th>\n<th style=\"width: 48.2993%;\"><strong>\u81ea\u52d5\u5316\u3057\u3084\u3059\u3044\u90e8\u5206<\/strong><\/th>\n<th style=\"width: 32.9932%;\"><strong>\u4eba\u304c\u5224\u65ad\u3059\u308b\u90e8\u5206<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 18.5941%;\"><strong>\u8868\u8a18\u7d71\u4e00\u30fb\u5f62\u5f0f\u5909\u63db<\/strong><\/td>\n<td style=\"width: 48.2993%;\">\u5168\u89d2\u30fb\u534a\u89d2\u3001\u7a7a\u767d\u3001\u65e5\u4ed8\u5f62\u5f0f\u306a\u3069\u3001\u6c7a\u3081\u305f\u5f62\u5f0f\u3078\u306e\u5909\u63db<\/td>\n<td style=\"width: 32.9932%;\">\u63a1\u7528\u3059\u308b\u8868\u8a18\u3001\u5909\u63db\u3059\u308b\u5bfe\u8c61\u3001\u4f8b\u5916\u306e\u6271\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 18.5941%;\"><strong>\u91cd\u8907\u30fb\u540d\u5bc4\u305b<\/strong><\/td>\n<td style=\"width: 48.2993%;\">\u91cd\u8907\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u9867\u5ba2ID\u306a\u3069\u3092\u62bd\u51fa\u3057\u3001\u6c0f\u540d\u30fb\u4f4f\u6240\u306a\u3069\u304c\u4f3c\u3066\u3044\u308b\u5019\u88dc\u3078\u30d5\u30e9\u30b0\u3092\u4ed8\u3051\u308b<\/td>\n<td style=\"width: 32.9932%;\">\u540c\u4e00\u4eba\u7269\u30fb\u540c\u4e00\u4f01\u696d\u304b\u3001\u7d71\u5408\u5f8c\u306b\u3069\u306e\u5024\u3092\u6b8b\u3059\u304b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 18.5941%;\"><strong>\u6b20\u640d<\/strong><\/td>\n<td style=\"width: 48.2993%;\">\u7a7a\u6b04\u306e\u691c\u51fa\u3001\u6b20\u640d\u4ef6\u6570\u3084\u7a7a\u6b04\u306e\u5272\u5408\u306e\u96c6\u8a08<\/td>\n<td style=\"width: 32.9932%;\">\u7a7a\u6b04\u306e\u610f\u5473\u3092\u78ba\u8a8d\u3057\u3001\u88dc\u5b8c\u30fb\u9664\u5916\u30fb\u7dad\u6301\u306e\u3069\u308c\u3092\u9078\u3076\u304b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 18.5941%;\"><strong>\u7570\u5e38\u5024<\/strong><\/td>\n<td style=\"width: 48.2993%;\">\u8a2d\u5b9a\u3057\u305f\u6761\u4ef6\u3084\u901a\u5e38\u306e\u7bc4\u56f2\u304b\u3089\u5916\u308c\u305f\u5024\u306e\u62bd\u51fa<\/td>\n<td style=\"width: 32.9932%;\">\u5165\u529b\u30df\u30b9\u304b\u5b9f\u969b\u306e\u53d6\u5f15\u304b\u3001\u4fee\u6b63\u30fb\u9664\u5916\u30fb\u7dad\u6301\u306e\u3069\u308c\u3092\u9078\u3076\u304b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 18.5941%;\"><strong>\u4f8b\u5916\u51e6\u7406<\/strong><\/td>\n<td style=\"width: 48.2993%;\">\u30de\u30b9\u30bf\u306b\u5b58\u5728\u3057\u306a\u3044\u5024\u3084\u3001\u901a\u5e38\u3068\u7570\u306a\u308b\u7d44\u307f\u5408\u308f\u305b\u306e\u62bd\u51fa<\/td>\n<td style=\"width: 32.9932%;\">\u696d\u52d9\u4e0a\u8a8d\u3081\u3089\u308c\u305f\u4f8b\u5916\u304b\u3001\u901a\u5e38\u306e\u30eb\u30fc\u30eb\u3092\u9069\u7528\u3059\u308b\u304b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u3053\u3053\u3067\u3044\u3046\u300c\u4eba\u304c\u5224\u65ad\u3059\u308b\u300d\u3068\u306f\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30921\u4ef6\u305a\u3064\u76ee\u8996\u3059\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4eba\u3068\u30c4\u30fc\u30eb\u306e\u5f79\u5272\u5206\u62c5\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u9032\u3081\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6772\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow.png\" alt=\"\u4eba\u304c\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u57fa\u6e96\u3092\u6c7a\u3081\u3001\u30c4\u30fc\u30eb\u304c\u5b9a\u578b\u51e6\u7406\u3092\u884c\u3044\u3001\u4eba\u304c\u7d50\u679c\u3068\u4f8b\u5916\u3092\u78ba\u8a8d\u3057\u3066\u30eb\u30fc\u30eb\u3078\u53cd\u6620\u3059\u308b\u6d41\u308c\" width=\"1580\" height=\"960\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-300x182.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-1024x622.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-768x467.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-1536x933.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-400x243.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-800x486.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/data-cleansing-automation-human-review-flow-1200x729.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p>\u9867\u5ba2\u30fb\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3084\u524a\u9664\u3001\u5143\u30c7\u30fc\u30bf\u3078\u306e\u4e0a\u66f8\u304d\u306f\u3001\u8aa4\u5224\u5b9a\u3057\u305f\u3068\u304d\u306e\u5fa9\u65e7\u306b\u624b\u9593\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u6700\u521d\u306f\u5909\u66f4\u5019\u88dc\u306e\u62bd\u51fa\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c4\u30fc\u30eb\u304c\u62bd\u51fa\u3057\u305f\u5019\u88dc\u3092\u4eba\u304c\u78ba\u8a8d\u3057\u3001\u300c\u81ea\u52d5\u3067\u4fee\u6b63\u3059\u308b\u6761\u4ef6\u300d\u3068\u300c\u78ba\u8a8d\u5bfe\u8c61\u3068\u3057\u3066\u6b8b\u3059\u6761\u4ef6\u300d\u304c\u56fa\u307e\u3063\u305f\u3089\u3001\u81ea\u52d5\u4fee\u6b63\u306e\u5bfe\u8c61\u3092\u6bb5\u968e\u7684\u306b\u5e83\u3052\u307e\u3059\u3002<\/p>\n<h3>\u8868\u8a18\u7d71\u4e00\u30fb\u5f62\u5f0f\u5909\u63db\u30fb\u91cd\u8907\u5019\u88dc\u306e\u62bd\u51fa\u306f\u81ea\u52d5\u5316\u3057\u3084\u3059\u3044<\/h3>\n<p><strong>\u8868\u8a18\u7d71\u4e00\u3084\u5f62\u5f0f\u5909\u63db\u306a\u3069\u3001\u4fee\u6b63\u5bfe\u8c61\u3092\u898b\u3064\u3051\u308b\u6761\u4ef6\u3068\u4fee\u6b63\u5f8c\u306e\u5024\u30fb\u5f62\u5f0f\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u3089\u308c\u308b\u51e6\u7406\u306f\u3001\u81ea\u52d5\u5316\u3057\u3084\u3059\u3044\u4f5c\u696d\u3067\u3059\u3002<\/strong><\/p>\n<p>\u3053\u3046\u3057\u305f\u51e6\u7406\u306f\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u540c\u3058\u6761\u4ef6\u3092\u8907\u6570\u306e\u30d5\u30a1\u30a4\u30eb\u3084\u66f4\u65b0\u30c7\u30fc\u30bf\u306b\u3082\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u81ea\u52d5\u5316\u306e\u5bfe\u8c61\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u51e6\u7406\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6587\u5b57\u5217\u306e\u524d\u5f8c\u306b\u3042\u308b\u7a7a\u767d\u3092\u524a\u9664\u3057\u3001\u5168\u89d2\u30fb\u534a\u89d2\u3084\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3092\u305d\u308d\u3048\u308b<\/li>\n<li>\u300c2026\/08\/01\u300d\u300c2026-08-01\u300d\u306a\u3069\u306e\u65e5\u4ed8\u5f62\u5f0f\u3092\u305d\u308d\u3048\u308b<\/li>\n<li>\u6587\u5b57\u5217\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u305f\u8ca9\u58f2\u6570\u91cf\u3092\u6570\u5024\u578b\u3078\u5909\u63db\u3059\u308b<\/li>\n<li>\u6c7a\u3081\u305f\u5bfe\u5fdc\u8868\u306b\u6cbf\u3063\u3066\u300c\uff08\u682a\uff09\u300d\u3068\u300c\u682a\u5f0f\u4f1a\u793e\u300d\u3001\u65e7\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u73fe\u884c\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u7d71\u4e00\u3059\u308b<\/li>\n<li>\u9867\u5ba2\u30de\u30b9\u30bf\u3067\u540c\u3058\u9867\u5ba2ID\u3092\u6301\u3064\u30c7\u30fc\u30bf\u3084\u3001\u6c0f\u540d\u30fb\u4f4f\u6240\u306a\u3069\u304c\u4f3c\u3066\u3044\u308b\u91cd\u8907\u5019\u88dc\u3092\u62bd\u51fa\u3059\u308b<\/li>\n<li>\u5fc5\u9808\u9805\u76ee\u306e\u7a7a\u6b04\u3084\u3001\u30de\u30b9\u30bf\u306b\u5b58\u5728\u3057\u306a\u3044\u5024\u3078\u30d5\u30e9\u30b0\u3092\u4ed8\u3051\u308b<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u3046\u30612\u9805\u76ee\u4ee5\u4e0a\u304c\u4e00\u81f4\u3057\u305f\u3089\u5019\u88dc\u3068\u3059\u308b\u300d\u3068\u57fa\u6e96\u3092\u6c7a\u3081\u308c\u3070\u3001\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u30c7\u30fc\u30bf\u3078\u306e\u30d5\u30e9\u30b0\u4ed8\u3051\u306f\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u540c\u59d3\u540c\u540d\u3084\u5bb6\u65cf\u3067\u5171\u6709\u3059\u308b\u96fb\u8a71\u756a\u53f7\u3001\u8ee2\u5c45\u524d\u5f8c\u306e\u4f4f\u6240\u3082\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u57fa\u6e96\u3060\u3051\u30672\u4ef6\u3092\u540c\u4e00\u9867\u5ba2\u3068\u3057\u3066\u7d71\u5408\u3059\u308b\u3068\u3001\u5225\u4eba\u3092\u307e\u3068\u3081\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u81f4\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u3063\u305f\u30c7\u30fc\u30bf\u306f\u3059\u3050\u306b\u524a\u9664\u30fb\u7d71\u5408\u305b\u305a\u3001\u91cd\u8907\u5019\u88dc\u3068\u3057\u3066\u5225\u306b\u51fa\u529b\u3057\u3001\u4eba\u304c\u78ba\u8a8d\u3067\u304d\u308b\u72b6\u614b\u3067\u6b8b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u6b20\u640d\u30fb\u7570\u5e38\u5024\u30fb\u540d\u5bc4\u305b\u30fb\u4f8b\u5916\u51e6\u7406\u306e\u65b9\u91dd\u306f\u4eba\u304c\u6c7a\u3081\u308b<\/h3>\n<p><strong>\u6b20\u640d\u30fb\u7570\u5e38\u5024\u30fb\u540d\u5bc4\u305b\u30fb\u4f8b\u5916\u51e6\u7406\u306f\u3001\u30c4\u30fc\u30eb\u3067\u5019\u88dc\u3092\u691c\u51fa\u3067\u304d\u3066\u3082\u3001\u5229\u7528\u76ee\u7684\u3068\u696d\u52d9\u4e0a\u306e\u610f\u5473\u3092\u8e0f\u307e\u3048\u305f\u65b9\u91dd\u306f\u4eba\u304c\u6c7a\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u7a7a\u6b04\u3084\u901a\u5e38\u306e\u7bc4\u56f2\u304b\u3089\u5916\u308c\u305f\u6570\u5024\u306f\u3001\u5165\u529b\u30df\u30b9\u3068\u306f\u9650\u3089\u305a\u3001\u672a\u53d6\u5f97\u306e\u5024\u3084\u5b9f\u969b\u306b\u8d77\u304d\u305f\u7279\u6b8a\u306a\u53d6\u5f15\u306e\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e0d\u5099\u304c\u751f\u3058\u305f\u80cc\u666f\u3092\u78ba\u8a8d\u3057\u3001\u6b21\u306e\u3088\u3046\u306b\u3001\u76f4\u3059\u30fb\u5bfe\u8c61\u304b\u3089\u9664\u304f\u30fb\u305d\u306e\u307e\u307e\u6b8b\u3059\u306e\u3069\u308c\u3092\u9078\u3076\u304b\u6c7a\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li><strong>\u6b20\u640d\uff1a<\/strong>\u7a7a\u6b04\u304c\u300c\u8ca9\u58f2\u306a\u3057\u300d\u300c\u672a\u5165\u529b\u300d\u300c\u672a\u53d6\u5f97\u300d\u300c\u8a72\u5f53\u306a\u3057\u300d\u306e\u3069\u308c\u3092\u8868\u3059\u306e\u304b\u78ba\u8a8d\u3057\u30010\u3067\u88dc\u3046\u30fb\u5bfe\u8c61\u304b\u3089\u9664\u304f\u30fb\u7a7a\u6b04\u306e\u307e\u307e\u6b8b\u3059\u65b9\u6cd5\u3092\u9078\u3076<\/li>\n<li><strong>\u7570\u5e38\u5024\uff1a<\/strong>\u5165\u529b\u30fb\u8a08\u6e2c\u30df\u30b9\u304b\u3001\u5b9f\u969b\u306b\u8d77\u304d\u305f\u53d6\u5f15\u304b\u3092\u78ba\u8a8d\u3057\u3001\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u30fb\u9664\u5916\u30fb\u7dad\u6301\u306e\u65b9\u6cd5\u3092\u9078\u3076<\/li>\n<li><strong>\u540d\u5bc4\u305b\uff1a<\/strong>\u9867\u5ba2ID\u3001\u6c0f\u540d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u66f4\u65b0\u5c65\u6b74\u306a\u3069\u3092\u78ba\u8a8d\u3057\u3001\u540c\u4e00\u9867\u5ba2\u304b\u3001\u7d71\u5408\u5f8c\u306b\u3069\u306e\u60c5\u5831\u3092\u6b8b\u3059\u304b\u3092\u6c7a\u3081\u308b<\/li>\n<li><strong>\u4f8b\u5916\u51e6\u7406\uff1a<\/strong>\u7279\u58f2\u3001\u5927\u53e3\u6ce8\u6587\u3001\u6b20\u54c1\u3001\u30b7\u30b9\u30c6\u30e0\u5909\u66f4\u306a\u3069\u306e\u80cc\u666f\u3092\u78ba\u8a8d\u3057\u3001\u901a\u5e38\u306e\u30c7\u30fc\u30bf\u3068\u5206\u3051\u308b\u304b\u3001\u540c\u3058\u6761\u4ef6\u3067\u6271\u3046\u304b\u3092\u6c7a\u3081\u308b<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u3001\u58f2\u4e0a\u91d1\u984d\u304c\u30de\u30a4\u30ca\u30b9\u306b\u306a\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306f\u3001\u5165\u529b\u30df\u30b9\u3067\u306f\u306a\u304f\u3001\u8fd4\u54c1\u3084\u30ad\u30e3\u30f3\u30bb\u30eb\u3092\u8868\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u58f2\u4e0a\u3068\u8fd4\u54c1\u3092\u5225\u3005\u306b\u628a\u63e1\u3059\u308b\u306a\u3089\u8fd4\u54c1\u533a\u5206\u3092\u6b8b\u3057\u3066\u96c6\u8a08\u3057\u3001\u8fd4\u54c1\u3092\u5dee\u3057\u5f15\u3044\u305f\u91d1\u984d\u3092\u898b\u308b\u306a\u3089\u58f2\u4e0a\u3068\u8fd4\u54c1\u3092\u5408\u7b97\u3059\u308b\u306a\u3069\u3001\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u96c6\u8a08\u65b9\u6cd5\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u307b\u304b\u306e\u5024\u304b\u3089\u5927\u304d\u304f\u96e2\u308c\u305f\u300c\u5916\u308c\u5024\u300d\u3082\u5165\u529b\u30df\u30b9\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u5206\u6790\u306b\u6b8b\u3059\u304b\u9664\u5916\u3059\u308b\u304b\u306e\u5224\u65ad\u624b\u9806\u306f\u3001\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6718\/\" target=\"_blank\" rel=\"noopener\">\u3010\u30d7\u30ed\u306e\u898b\u89e3\u3011\u305d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u306f\u4fe1\u983c\u3067\u304d\u308b\uff1f\u6570\u5b57\u3084\u30b0\u30e9\u30d5\u306b\u9a19\u3055\u308c\u306a\u3044\u898b\u6975\u3081\u30ac\u30a4\u30c9<\/a>\u300f\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<div class=\"cardlink cardlink--vertical\">\n  <a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6718\/\" target=\"_blank\">\n    <div class=\"cardlink_thumbnail\"><img src='https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/07\/\u30c7\u30fc\u30bf\u5206\u6790\u7d50\u679c\u306e\u4fe1\u983c\u6027-\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-300x182.png' alt='\u3010\u30d7\u30ed\u306e\u898b\u89e3\u3011\u305d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u306f\u4fe1\u983c\u3067\u304d\u308b\uff1f\u6570\u5b57\u3084\u30b0\u30e9\u30d5\u306b\u9a19\u3055\u308c\u306a\u3044\u898b\u6975\u3081\u30ac\u30a4\u30c9' \/><\/div>\n    <div class=\"cardlink_content\">\n      <span class=\"timestamp\">2026.08.10<\/span>\n      <div class=\"cardlink_title\">\u3010\u30d7\u30ed\u306e\u898b\u89e3\u3011\u305d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u306f\u4fe1\u983c\u3067\u304d\u308b\uff1f\u6570\u5b57\u3084\u30b0\u30e9\u30d5\u306b\u9a19\u3055\u308c\u306a\u3044\u898b\u6975\u3081\u30ac\u30a4\u30c9<\/div>\n      <div class=\"cardlink_excerpt\">\u300c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u304c\u51fa\u305f\u3051\u308c\u3069\u3001\u3053\u306e\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u4fe1\u3058\u3066\u3082\u3088\u3044\u306e\uff1f\u300d\r\n\u300c\u30b0\u30e9\u30d5\u3084AI\u304c\u793a\u3057\u305f\u5206\u6790\u7d50\u679c\u3092\u3001\u3069\u3053\u307e\u3067\u5224\u65ad\u6750\u6599\u306b\u4f7f\u3048\u308b\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u300d\r\n\r\n\u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002\r\n\r\n\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u304c\u4fe1\u983c\u3067\u304d\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u6570\u5b57\u3084\u30b0\u30e9\u30d5\u3060\u3051\u3067\u306a\u304f\u3001\u5206\u6790\u306e...<\/div>\n    <\/div>\n  <\/a>\n<\/div>\n<p>\u6b20\u640d\u3092\u88dc\u5b8c\u30fb\u9664\u5916\u3059\u308b\u3001\u7570\u5e38\u5024\u3092\u4fee\u6b63\u305b\u305a\u6b8b\u3059\u3001\u540d\u5bc4\u305b\u5019\u88dc\u3092\u7d71\u5408\u3059\u308b\u306a\u3069\u3001\u4eba\u304c\u500b\u5225\u306b\u6c7a\u3081\u305f\u51e6\u7406\u5185\u5bb9\u306f\u3001\u6b21\u56de\u3082\u540c\u3058\u6761\u4ef6\u3067\u5224\u65ad\u3067\u304d\u308b\u3088\u3046\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5224\u65ad\u306e\u5bfe\u8c61\u3068\u306a\u3063\u305f\u9805\u76ee\u30fb\u5024\u30fb\u6761\u4ef6<\/li>\n<li>\u63a1\u7528\u3057\u305f\u51e6\u7406\u65b9\u6cd5\u3068\u3001\u307b\u304b\u306e\u65b9\u6cd5\u3092\u9078\u3070\u306a\u304b\u3063\u305f\u7406\u7531<\/li>\n<li>\u5224\u65ad\u6839\u62e0\u3068\u3057\u3066\u78ba\u8a8d\u3057\u305f\u5165\u529b\u5c65\u6b74\u30fb\u53d6\u5f15\u8a18\u9332\u3068\u3001\u78ba\u8a8d\u3057\u305f\u62c5\u5f53\u8005<\/li>\n<li>\u5224\u65ad\u65e5\u30fb\u5224\u65ad\u8005\u30fb\u51e6\u7406\u65b9\u6cd5\u3092\u9069\u7528\u3059\u308b\u671f\u9593<\/li>\n<\/ul>\n<p>\u62c5\u5f53\u8005\u304c\u5909\u308f\u3063\u3066\u3082\u540c\u3058\u51e6\u7406\u65b9\u6cd5\u3092\u9078\u3079\u308b\u6761\u4ef6\u306f\u3001\u4fee\u6b63\u30eb\u30fc\u30eb\u3078\u8ffd\u52a0\u3057\u3001\u6b21\u56de\u304b\u3089\u81ea\u52d5\u51e6\u7406\u3067\u304d\u308b\u7bc4\u56f2\u3092\u5e83\u3052\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u30c7\u30fc\u30bf\u3054\u3068\u306b\u5224\u65ad\u304c\u5206\u304b\u308c\u308b\u4f8b\u5916\u306f\u81ea\u52d5\u51e6\u7406\u306e\u5bfe\u8c61\u306b\u542b\u3081\u305a\u3001\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u5019\u88dc\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002<\/p>\n<h2><a id=\"link1\"><\/a>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u4f7f\u3046\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b93\u3064<\/h2>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u4f7f\u3046\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u30fb\u66f4\u65b0\u983b\u5ea6\u30fb\u51e6\u7406\u5185\u5bb9\u306b\u52a0\u3048\u3001\u793e\u5185\u3067\u904b\u7528\u3092\u7d9a\u3051\u3089\u308c\u308b\u304b\u3092\u57fa\u6e96\u306b\u9078\u3073\u307e\u3059\u3002<\/strong><\/p>\n<p>\u8a2d\u5b9a\u3084\u4fee\u6b63\u3092\u62c5\u3048\u308b\u62c5\u5f53\u8005\u304c\u3044\u306a\u3051\u308c\u3070\u3001\u9ad8\u6a5f\u80fd\u306a\u30c4\u30fc\u30eb\u3092\u9078\u3093\u3067\u3082\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u51e6\u7406\u3092\u518d\u958b\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f5c\u696d\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u3001\u6b21\u306e3\u3064\u3092\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002<\/p>\n<ul>\n<li>1. \u5c11\u91cf\u30fb\u5358\u767a\u306e\u4f5c\u696d\u306f\u300cExcel\u300d\u3084\u300c\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u300d<\/li>\n<li>2. \u5b9a\u671f\u7684\u306a\u51e6\u7406\u306f\u300cPower Query\u300d\u300cSQL\u300d\u300cPython\u300d<\/li>\n<li>3. \u5927\u91cf\u30c7\u30fc\u30bf\u3084\u8907\u96d1\u306a\u51e6\u7406\u306b\u306f\u300cAI\u30c4\u30fc\u30eb\u300d\u3084\u300c\u5c02\u7528\u30c4\u30fc\u30eb\u300d<\/li>\n<\/ul>\n<p>\u300c\u4f55\u884c\u307e\u3067\u306a\u3089Excel\u300d\u306e\u3088\u3046\u306a\u4e00\u5f8b\u306e\u5883\u754c\u306f\u306a\u304f\u3001\u30d5\u30a1\u30a4\u30eb\u5bb9\u91cf\u3001\u5217\u6570\u3001\u8a08\u7b97\u5f0f\u3001PC\u74b0\u5883\u306b\u3088\u3063\u3066\u51e6\u7406\u901f\u5ea6\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u4ef6\u6570\u3060\u3051\u3067\u306a\u304f\u30011\u56de\u306e\u51e6\u7406\u6642\u9593\u3068\u6708\u9593\u306e\u5b9f\u65bd\u56de\u6570\u3082\u78ba\u8a8d\u3057\u3001\u7121\u7406\u306a\u304f\u904b\u7528\u3092\u7d9a\u3051\u3089\u308c\u308b\u65b9\u6cd5\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>1. \u5c11\u91cf\u30fb\u5358\u767a\u306e\u4f5c\u696d\u306f\u300cExcel\u300d\u3084\u300c\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u300d<\/h3>\n<p><strong>\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u304f\u30011\u56de\u9650\u308a\u306e\u4fee\u6b63\u3084\u76ee\u8996\u78ba\u8a8d\u304c\u591a\u3044\u5834\u5408\u306f\u3001Excel\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3059\u3067\u306b\u793e\u5185\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3084\u5b9f\u884c\u74b0\u5883\u3092\u5225\u9014\u7528\u610f\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e0d\u5099\u306e\u691c\u51fa\u304b\u3089\u4fee\u6b63\u7d50\u679c\u306e\u78ba\u8a8d\u307e\u3067\u3001\u6b21\u306e\u4f5c\u696d\u3092\u540c\u3058\u753b\u9762\u3067\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30d5\u30a3\u30eb\u30bf\u30fc\u3084\u4e26\u3079\u66ff\u3048\u3092\u4f7f\u3063\u3066\u3001\u7a7a\u6b04\u3084\u901a\u5e38\u3068\u7570\u306a\u308b\u5024\u3092\u63a2\u3059<\/li>\n<li>\u691c\u7d22\u30fb\u7f6e\u63db\u3092\u4f7f\u3063\u3066\u3001\u6c7a\u3081\u305f\u8868\u8a18\u3078\u5909\u66f4\u3059\u308b<\/li>\n<li>\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001\u4e0d\u8981\u306a\u7a7a\u767d\u306e\u524a\u9664\u3084\u6587\u5b57\u5217\u306e\u5206\u5272\u30fb\u7d50\u5408\u3092\u884c\u3046<\/li>\n<li>\u6761\u4ef6\u4ed8\u304d\u66f8\u5f0f\u3092\u4f7f\u3063\u3066\u3001\u91cd\u8907\u3084\u78ba\u8a8d\u304c\u5fc5\u8981\u306a\u5024\u3092\u76ee\u7acb\u305f\u305b\u308b<\/li>\n<li>\u4fee\u6b63\u524d\u5f8c\u306e\u30c7\u30fc\u30bf\u3092\u4e26\u3079\u3066\u3001\u5909\u66f4\u5185\u5bb9\u3092\u76ee\u8996\u3067\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ul>\n<p>\u305f\u3060\u3057\u3001Microsoft\u306b\u3088\u308b\u3068\u3001Excel\u306e1\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3067\u6271\u3048\u308b\u4e0a\u9650\u306f1,048,576\u884c\u300116,384\u5217\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/support.microsoft.com\/ja-JP\/Excel\/excel-specifications-and-limits\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6764\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits.png\" alt=\"Excel\u306e1\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u4e0a\u9650\u304c1,048,576\u884c\u300116,384\u5217\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\" width=\"805\" height=\"679\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits.png 805w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits-300x253.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits-768x648.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits-400x337.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-worksheet-row-column-limits-800x675.png 800w\" sizes=\"auto, (max-width: 805px) 100vw, 805px\" \/><\/a><\/p>\n<div style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u5f15\u7528\uff1a<a href=\"https:\/\/support.microsoft.com\/ja-JP\/Excel\/excel-specifications-and-limits\" target=\"_blank\" rel=\"noopener\">Microsoft\u300cExcel\u306e\u4ed5\u69d8\u3068\u5236\u9650\u300d<\/a><\/span><\/div>\n<p>\u3053\u306e\u6570\u5024\u306f\u4ed5\u69d8\u4e0a\u4fdd\u5b58\u3067\u304d\u308b\u4e0a\u9650\u3067\u3042\u308a\u3001\u52b9\u7387\u3088\u304f\u51e6\u7406\u3067\u304d\u308b\u30c7\u30fc\u30bf\u91cf\u306e\u76ee\u5b89\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e0a\u9650\u672a\u6e80\u3067\u3082\u3001\u5217\u6570\u3084\u8a08\u7b97\u5f0f\u3001\u30d5\u30a1\u30a4\u30eb\u5bb9\u91cf\u3001PC\u74b0\u5883\u306b\u3088\u3063\u3066\u64cd\u4f5c\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Excel\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u306e\u904b\u7528\u3092\u898b\u76f4\u3059\u76ee\u5b89\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u6bce\u9031\u30fb\u6bce\u6708\u3001\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3078\u540c\u3058\u95a2\u6570\u3084\u7f6e\u63db\u6761\u4ef6\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u308b<\/li>\n<li>\u51e6\u7406\u4e2d\u306b\u753b\u9762\u304c\u52d5\u304b\u306a\u304f\u306a\u3063\u305f\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u305f\u308a\u3059\u308b<\/li>\n<li>\u30b3\u30d4\u30fc\u3059\u308b\u7bc4\u56f2\u3084\u6570\u5f0f\u3092\u8aa4\u308a\u3001\u51e6\u7406\u3092\u3084\u308a\u76f4\u3059\u3053\u3068\u304c\u5897\u3048\u3066\u3044\u308b<\/li>\n<li>\u8907\u6570\u4eba\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3057\u3001\u3069\u308c\u304c\u6700\u65b0\u7248\u304b\u308f\u304b\u3089\u306a\u304f\u306a\u308b<\/li>\n<li>\u62c5\u5f53\u8005\u304c\u5909\u308f\u308b\u3068\u3001\u4fee\u6b63\u65b9\u6cd5\u3084\u78ba\u8a8d\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u306a\u3044<\/li>\n<\/ul>\n<p>\u540c\u3058\u95a2\u6570\u3084\u7f6e\u63db\u3092\u7e70\u308a\u8fd4\u3059\u4f5c\u696d\u306fPower Query\u306a\u3069\u3078\u79fb\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u7248\u7ba1\u7406\u3084\u5171\u540c\u66f4\u65b0\u304c\u8ab2\u984c\u306a\u3089\u3001\u5171\u6709\u65b9\u6cd5\u3084\u4fdd\u5b58\u5834\u6240\u3082\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n<p>\u51e6\u7406\u7d50\u679c\u306e\u78ba\u8a8d\u3084\u4f8b\u5916\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\u306b\u306fExcel\u3092\u6b8b\u305b\u308b\u305f\u3081\u3001\u73fe\u5834\u306e\u4f5c\u696d\u65b9\u6cd5\u3092\u4e00\u5ea6\u306b\u5909\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>Excel\u3067\u7ba1\u7406\u3092\u7d9a\u3051\u308b\u304b\u8ff7\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis-environment\/6481\/\" target=\"_blank\" rel=\"noopener\">Excel\u306b\u306f\u9650\u754c\u304c\u3042\u308b\uff01\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u9650\u754c\u3092\u611f\u3058\u305f\u3068\u304d\u306e3\u3064\u306e\u5bfe\u51e6\u6cd5\u3084\u4ee3\u66ff\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u89e3\u8aac<\/a>\u300f\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<div class=\"cardlink cardlink--vertical\">\n  <a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis-environment\/6481\/\" target=\"_blank\">\n    <div class=\"cardlink_thumbnail\"><img src='https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Excel-\u9650\u754c-\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-300x182.png' alt='Excel\u306b\u306f\u9650\u754c\u304c\u3042\u308b\uff01\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u9650\u754c\u3092\u611f\u3058\u305f\u3068\u304d\u306e3\u3064\u306e\u5bfe\u51e6\u6cd5\u3084\u4ee3\u66ff\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u89e3\u8aac' \/><\/div>\n    <div class=\"cardlink_content\">\n      <span class=\"timestamp\">2026.06.15<\/span>\n      <div class=\"cardlink_title\">Excel\u306b\u306f\u9650\u754c\u304c\u3042\u308b\uff01\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u9650\u754c\u3092\u611f\u3058\u305f\u3068\u304d\u306e3\u3064\u306e\u5bfe\u51e6\u6cd5\u3084\u4ee3\u66ff\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u89e3\u8aac<\/div>\n      <div class=\"cardlink_excerpt\">\u300cExcel\u306e\u52d5\u4f5c\u304c\u9045\u304f\u3066\u4ed5\u4e8b\u304c\u9032\u307e\u306a\u3044\u300d\r\n\u300cExcel\u306e\u4ee3\u308f\u308a\u306b\u306a\u308b\u30c4\u30fc\u30eb\u3063\u3066\u4f55\u304c\u3042\u308b\uff1f\u300d\r\n\u3068\u3001\u60a9\u3093\u3067\u3044\u308b\u4eba\u306f\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002\r\n\r\nExcel\u306f\u8ab0\u3067\u3082\u7c21\u5358\u306b\u4f7f\u3048\u308b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u6271\u3048\u308b\u30c7\u30fc\u30bf\u91cf\u306b\u5236\u9650\u304c\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u5206\u6790\u306b\u306f\u5411\u304b\u306a\u3044\u3068\u3044\u3046\u6b20\u70b9\u3082\u3042\u308a\u307e...<\/div>\n    <\/div>\n  <\/a>\n<\/div>\n<h3>2. \u5b9a\u671f\u7684\u306a\u51e6\u7406\u306f\u300cPower Query\u300d\u300cSQL\u300d\u300cPython\u300d<\/h3>\n<p><strong>\u540c\u3058\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u306b\u540c\u3058\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u7e70\u308a\u8fd4\u3059\u5834\u5408\u306f\u3001Power Query\u306e\u624b\u9806\u3084SQL\u30fbPython\u306e\u30b3\u30fc\u30c9\u3068\u3057\u3066\u51e6\u7406\u5185\u5bb9\u3092\u6b8b\u3057\u3001\u518d\u5b9f\u884c\u3067\u304d\u308b\u5f62\u306b\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u95a2\u6570\u3084\u7f6e\u63db\u6761\u4ef6\u3092\u6bce\u56de\u8a2d\u5b9a\u3057\u76f4\u3059\u904b\u7528\u3067\u306f\u3001\u4f5c\u696d\u6642\u9593\u304c\u5897\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u62c5\u5f53\u8005\u3084\u5b9f\u65bd\u6642\u671f\u306b\u3088\u3063\u3066\u51e6\u7406\u5185\u5bb9\u3082\u3070\u3089\u3064\u304d\u307e\u3059\u3002<\/p>\n<p>\u6271\u3046\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u3084\u51e6\u7406\u306e\u8907\u96d1\u3055\u3001\u793e\u5185\u3067\u4fdd\u5b88\u3067\u304d\u308b\u6280\u8853\u306b\u5408\u308f\u305b\u3066\u30013\u3064\u306e\u624b\u6bb5\u3092\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 13.4921%;\"><strong>\u624b\u6bb5<\/strong><\/th>\n<th style=\"width: 22.5624%;\"><strong>\u4f7f\u3044\u3084\u3059\u3044\u5834\u9762<\/strong><\/th>\n<th style=\"width: 33.22%;\"><strong>\u518d\u5229\u7528\u3067\u304d\u308b\u4e3b\u306a\u51e6\u7406<\/strong><\/th>\n<th style=\"width: 30.6122%;\"><strong>\u904b\u7528\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 13.4921%;\"><strong>Power Query<\/strong><\/td>\n<td style=\"width: 22.5624%;\">Excel\u3084CSV\u306a\u3069\u3001\u540c\u3058\u5f62\u5f0f\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5b9a\u671f\u7684\u306b\u53d6\u308a\u8fbc\u3080<\/td>\n<td style=\"width: 33.22%;\">\u7a7a\u767d\u306e\u524a\u9664\u3001\u8868\u8a18\u306e\u7f6e\u63db\u3001\u578b\u5909\u63db\u3001\u5217\u306e\u8ffd\u52a0\u30fb\u524a\u9664\u3001\u30d5\u30a1\u30a4\u30eb\u3084\u8868\u306e\u7d50\u5408<\/td>\n<td style=\"width: 30.6122%;\">\u5143\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u5834\u6240\u3084\u5217\u540d\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u304c\u5927\u304d\u304f\u5909\u308f\u3089\u306a\u3044\u304b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 13.4921%;\"><strong>SQL<\/strong><\/td>\n<td style=\"width: 22.5624%;\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3055\u308c\u305f\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u51e6\u7406\u3059\u308b<\/td>\n<td style=\"width: 33.22%;\">\u6761\u4ef6\u62bd\u51fa\u3001\u91cd\u8907\u5019\u88dc\u306e\u62bd\u51fa\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u7d50\u5408\u3001\u96c6\u8a08<\/td>\n<td style=\"width: 30.6122%;\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\u6a29\u9650\u3068\u3001SQL\u3092\u4fee\u6b63\u3067\u304d\u308b\u62c5\u5f53\u8005\u304c\u3044\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 13.4921%;\"><strong>Python<\/strong><\/td>\n<td style=\"width: 22.5624%;\">\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u3084\u8907\u96d1\u306a\u6761\u4ef6\u5206\u5c90\u3092\u542b\u3080\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3059<\/td>\n<td style=\"width: 33.22%;\">\u6587\u5b57\u5217\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u6307\u5b9a\u3057\u305f\u7f6e\u63db\u3001\u8907\u6570\u6761\u4ef6\u3067\u306e\u5224\u5b9a\u3001\u985e\u4f3c\u3059\u308b\u6587\u5b57\u5217\u306e\u6bd4\u8f03\u3001\u51e6\u7406\u7d50\u679c\u306e\u51fa\u529b<\/td>\n<td style=\"width: 30.6122%;\">Python\u3092\u52d5\u304b\u3059\u74b0\u5883\u3084\u8ffd\u52a0\u6a5f\u80fd\u3092\u7ba1\u7406\u3057\u3001\u30a8\u30e9\u30fc\u767a\u751f\u6642\u306b\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u3053\u3053\u3067\u306f\u3001Excel\u3067\u540c\u3058\u4f5c\u696d\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3044\u308b\u62c5\u5f53\u8005\u304c\u3001\u51e6\u7406\u3092\u4fdd\u5b58\u3057\u3066\u518d\u5229\u7528\u3059\u308b\u6d41\u308c\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u3088\u3046\u3001Power Query\u3092\u4f8b\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306e\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u306f\u3001\u9867\u5ba2ID\u300cC001\u300d\u306e\u91cd\u8907\u3068\u9867\u5ba2\u540d\u306e\u4e0d\u8981\u306a\u7a7a\u767d\u304c\u3042\u308a\u3001\u4f1a\u793e\u7a2e\u5225\u306b\u306f\u300c\uff08\u682a\uff09\u300d\u3068\u3044\u3046\u7565\u79f0\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6765 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-customer-data-before-cleansing.png\" alt=\"\u9867\u5ba2\u30de\u30b9\u30bf\u306b\u9867\u5ba2ID\u306e\u91cd\u8907\u3001\u9867\u5ba2\u540d\u306e\u7a7a\u767d\u3001\u4f1a\u793e\u7a2e\u5225\u306e\u7565\u79f0\u304c\u3042\u308bExcel\u30c7\u30fc\u30bf\" width=\"654\" height=\"283\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-customer-data-before-cleansing.png 654w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-customer-data-before-cleansing-300x130.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/excel-customer-data-before-cleansing-400x173.png 400w\" sizes=\"auto, (max-width: 654px) 100vw, 654px\" \/><\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u3092Power Query\u3078\u53d6\u308a\u8fbc\u307f\u3001\u9867\u5ba2\u540d\u306e\u7a7a\u767d\u524a\u9664\u3001\u4f1a\u793e\u7a2e\u5225\u306e\u300c\u682a\u5f0f\u4f1a\u793e\u300d\u3078\u306e\u7d71\u4e00\u3001\u767b\u9332\u65e5\u306e\u578b\u5909\u66f4\u3001\u9867\u5ba2ID\u306e\u91cd\u8907\u5019\u88dc\u306e\u62bd\u51fa\u3092\u8a2d\u5b9a\u3057\u305f\u7d50\u679c\u304c\u6b21\u306e\u753b\u9762\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6766\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps.png\" alt=\"Power Query\u3067\u9867\u5ba2\u540d\u306e\u7a7a\u767d\u3068\u4f1a\u793e\u7a2e\u5225\u306e\u8868\u8a18\u3092\u7d71\u4e00\u3057\u3001\u91cd\u8907\u5019\u88dc\u3092\u62bd\u51fa\u3057\u305f\u753b\u9762\" width=\"1006\" height=\"418\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps.png 1006w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps-300x125.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps-768x319.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps-400x166.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/08\/power-query-data-cleansing-applied-steps-800x332.png 800w\" sizes=\"auto, (max-width: 1006px) 100vw, 1006px\" \/><\/p>\n<p>\u51e6\u7406\u5f8c\u306f\u3001C001\u306e\u9867\u5ba2\u540d\u3068\u4f1a\u793e\u7a2e\u5225\u304c\u540c\u3058\u8868\u8a18\u306b\u305d\u308d\u3044\u3001\u78ba\u8a8d\u3059\u3079\u304d\u91cd\u8907\u5019\u88dc\u3060\u3051\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u753b\u9762\u53f3\u5074\u306e\u300c\u9069\u7528\u3057\u305f\u30b9\u30c6\u30c3\u30d7\u300d\u306b\u306f\u3001\u3069\u306e\u51e6\u7406\u3092\u3069\u306e\u9806\u756a\u3067\u884c\u3063\u305f\u304b\u304c\u8a18\u9332\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u9014\u4e2d\u306e\u7d50\u679c\u3084\u8a2d\u5b9a\u3082\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a18\u9332\u3057\u305f\u51e6\u7406\u3092\u518d\u5b9f\u884c\u3059\u308b\u524d\u306b\u306f\u3001\u6b21\u306e\u6761\u4ef6\u304c\u4fdd\u305f\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5143\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u5834\u6240\u3084\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5909\u66f4\u304c\u306a\u3044<\/li>\n<li>\u51e6\u7406\u306b\u4f7f\u3046\u5217\u540d\u3084\u30c7\u30fc\u30bf\u578b\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044<\/li>\n<li>\u7f6e\u63db\u6761\u4ef6\u3084\u53c2\u7167\u3059\u308b\u30de\u30b9\u30bf\u304c\u6700\u65b0\u306e\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u308b<\/li>\n<li>\u6c7a\u307e\u3063\u305f\u6642\u523b\u306b\u52d5\u304b\u3059\u5834\u5408\u306f\u3001\u66f4\u65b0\u8a2d\u5b9a\u3084\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc\u3001\u30a8\u30e9\u30fc\u306e\u78ba\u8a8d\u65b9\u6cd5\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b<\/li>\n<\/ul>\n<p>\u91cd\u8907\u5019\u88dc\u3092\u524a\u9664\u30fb\u7d71\u5408\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u53d6\u5f15\u5c65\u6b74\u3084\u767b\u9332\u5143\u3092\u78ba\u8a8d\u3057\u3001\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<p>\u5143\u306eExcel\u30c6\u30fc\u30d6\u30eb\u306b\u540c\u3058\u5f62\u5f0f\u306e\u884c\u304c\u8ffd\u52a0\u3055\u308c\u305f\u5834\u5408\u306f\u3001\u30af\u30a8\u30ea\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u8a18\u9332\u3057\u305f\u51e6\u7406\u3092\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u3082\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3069\u306e\u624b\u6bb5\u3092\u4f7f\u3046\u5834\u5408\u3082\u3001\u5b9f\u884c\u624b\u9806\u3068\u8a2d\u5b9a\u5185\u5bb9\u306b\u52a0\u3048\u3001\u30a8\u30e9\u30fc\u767a\u751f\u6642\u306e\u78ba\u8a8d\u30fb\u4fee\u6b63\u3092\u8ab0\u304c\u62c5\u3046\u304b\u3092\u8a18\u9332\u3057\u3066\u304a\u3051\u3070\u3001\u62c5\u5f53\u8005\u304c\u5909\u308f\u3063\u3066\u3082\u51e6\u7406\u3092\u518d\u73fe\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>3. \u5927\u91cf\u30c7\u30fc\u30bf\u3084\u8907\u96d1\u306a\u51e6\u7406\u306b\u306f\u300cAI\u30c4\u30fc\u30eb\u300d\u3084\u300c\u5c02\u7528\u30c4\u30fc\u30eb\u300d<\/h3>\n<p><strong>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4eba\u304c\u5168\u4ef6\u78ba\u8a8d\u3059\u308b\u306e\u304c\u96e3\u3057\u3044\u5834\u5408\u3084\u3001\u56fa\u5b9a\u3057\u305f\u30eb\u30fc\u30eb\u3060\u3051\u3067\u306f\u5019\u88dc\u3092\u7d5e\u308a\u306b\u304f\u3044\u51e6\u7406\u3067\u306f\u3001AI\u30c4\u30fc\u30eb\u3084\u5c02\u7528\u30c4\u30fc\u30eb\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>AI\u30c4\u30fc\u30eb\u304c\u95a2\u6570\u3084\u30af\u30a8\u30ea\u3088\u308a\u5e38\u306b\u9069\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5168\u89d2\u30fb\u534a\u89d2\u306e\u7d71\u4e00\u306a\u3069\u6b63\u89e3\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u51e6\u7406\u306f\u3001\u30eb\u30fc\u30eb\u306b\u6cbf\u3063\u3066\u5909\u63db\u3059\u308b\u65b9\u304c\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3084\u3059\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u540d\u5bc4\u305b\u306bAI\u3092\u4f7f\u3046\u30c4\u30fc\u30eb\u3084\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3068\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3059\u308b\u30c4\u30fc\u30eb\u3082\u3042\u308a\u3001\u88fd\u54c1\u306e\u5206\u985e\u3060\u3051\u3067\u306f\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u3044\u308b\u304b\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th><strong>\u624b\u6bb5<\/strong><\/th>\n<th><strong>\u4e3b\u306a\u5f79\u5272<\/strong><\/th>\n<th><strong>\u691c\u8a0e\u3059\u308b\u5834\u9762<\/strong><\/th>\n<th><strong>\u78ba\u8a8d\u70b9<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>AI\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c4\u30fc\u30eb<\/strong><\/td>\n<td>\u4f3c\u3066\u3044\u308b\u8868\u8a18\u3084\u91cd\u8907\u3001\u901a\u5e38\u3068\u7570\u306a\u308b\u5024\u306a\u3069\u3001\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u5019\u88dc\u3092\u793a\u3059<\/td>\n<td>\u6761\u4ef6\u3092\u3059\u3079\u3066\u4e8b\u524d\u306b\u6c7a\u3081\u308b\u3053\u3068\u304c\u96e3\u3057\u304f\u3001\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u5019\u88dc\u3092\u7d5e\u308a\u305f\u3044<\/td>\n<td>\u5224\u5b9a\u7d50\u679c\u3092\u4eba\u304c\u78ba\u8a8d\u30fb\u4fee\u6b63\u3067\u304d\u308b\u304b\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u30fb\u5b66\u7fd2\u5229\u7528\u3055\u308c\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30c7\u30fc\u30bf\u54c1\u8cea\u30fb\u540d\u5bc4\u305b\u30c4\u30fc\u30eb<\/strong><\/td>\n<td>\u8868\u8a18\u7d71\u4e00\u3001\u91cd\u8907\u5019\u88dc\u306e\u62bd\u51fa\u3001\u54c1\u8cea\u306e\u76e3\u8996\u3092\u884c\u3044\u3001\u88fd\u54c1\u306b\u3088\u3063\u3066\u306f\u4f4f\u6240\u3084\u4f01\u696d\u60c5\u5831\u3092\u88dc\u6b63\u3059\u308b<\/td>\n<td>\u9867\u5ba2\u30fb\u4f01\u696d\u30fb\u5546\u54c1\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306b\u6574\u3048\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u305d\u308d\u3048\u305f\u3044<\/td>\n<td>\u5bfe\u5fdc\u3059\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u81ea\u793e\u30eb\u30fc\u30eb\u306e\u8a2d\u5b9a\u3001\u5019\u88dc\u306e\u627f\u8a8d\u30fb\u5374\u4e0b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30c7\u30fc\u30bf\u9023\u643a\u30c4\u30fc\u30eb\uff08ETL\uff09<\/strong><\/td>\n<td>\u8907\u6570\u306e\u30d5\u30a1\u30a4\u30eb\u3084\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3001\u5909\u63db\u30fb\u7d71\u5408\u30fb\u51fa\u529b\u3059\u308b<\/td>\n<td>\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5143\u304b\u3089\u5b9a\u671f\u7684\u306b\u53ce\u96c6\u3057\u3001\u540c\u3058\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3057\u305f\u3044<\/td>\n<td>\u63a5\u7d9a\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u5b9f\u884c\u5931\u6557\u306e\u691c\u77e5\u3001\u51e6\u7406\u5c65\u6b74\u3001\u5229\u7528\u6599\u91d1<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u4f8b\u3048\u3070\u3001\u5e97\u8217\u30fbEC\u30b5\u30a4\u30c8\u30fb\u4f1a\u54e1\u30a2\u30d7\u30ea\u306b\u9867\u5ba2\u30c7\u30fc\u30bf\u304c\u5206\u304b\u308c\u3001\u6c0f\u540d\u3084\u4f4f\u6240\u306e\u8868\u8a18\u3082\u7570\u306a\u308b\u5834\u5408\u306f\u3001\u5c02\u7528\u30c4\u30fc\u30eb\u3084AI\u3067\u540d\u5bc4\u305b\u5019\u88dc\u3092\u7d5e\u308b\u3053\u3068\u3067\u3001\u4eba\u304c\u5168\u4ef6\u3092\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n<p>\u5c0e\u5165\u524d\u306b\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u3059\u308b\u3068\u304d\u306f\u3001\u5b9f\u969b\u306b\u8d77\u3053\u308b\u8868\u8a18\u3086\u308c\u3084\u91cd\u8907\u3092\u540c\u3058\u6761\u4ef6\u3067\u518d\u73fe\u3057\u305f\u30c6\u30b9\u30c8\u7528\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p>\u540c\u4e00\u9867\u5ba2\u3068\u3057\u3066\u62bd\u51fa\u3059\u3079\u304d\u7d44\u307f\u5408\u308f\u305b\u3092\u3042\u3089\u304b\u3058\u3081\u4eba\u304c\u6c7a\u3081\u3066\u304a\u304d\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3067\u6b21\u306e\u4ef6\u6570\u3092\u6bd4\u3079\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u540c\u4e00\u9867\u5ba2\u3092\u6b63\u3057\u304f\u5019\u88dc\u3068\u3057\u3066\u62bd\u51fa\u3057\u305f\u4ef6\u6570<\/li>\n<li>\u5225\u306e\u9867\u5ba2\u3092\u8aa4\u3063\u3066\u5019\u88dc\u3068\u3057\u3066\u62bd\u51fa\u3057\u305f\u4ef6\u6570<\/li>\n<li>\u540c\u4e00\u9867\u5ba2\u3092\u5019\u88dc\u3068\u3057\u3066\u62bd\u51fa\u3067\u304d\u306a\u304b\u3063\u305f\u4ef6\u6570<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u3068\u3044\u3046\u7406\u7531\u3060\u3051\u3067AI\u3092\u9078\u3076\u306e\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u51e6\u7406\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3001\u5c0e\u5165\u5f8c\u3082\u4eba\u304c\u884c\u3046\u78ba\u8a8d\u4f5c\u696d\u304c\u3069\u306e\u7a0b\u5ea6\u6b8b\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u3067\u904b\u7528\u3067\u304d\u308b\u4f53\u5236\u3068\u8cbb\u7528\u3082\u542b\u3081\u3001\u7d99\u7d9a\u3057\u3066\u4f7f\u3048\u308b\u624b\u6bb5\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>Cacco\u306f\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u8ab2\u984c\u6574\u7406\u304b\u3089\u4ed5\u7d44\u307f\u5316\u307e\u3067\u4f34\u8d70\u53ef\u80fd<\/h2>\n<p><strong>Cacco\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3068\u5229\u7528\u76ee\u7684\u3092\u6574\u7406\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u6574\u5f62\u3092\u52b9\u7387\u5316\u3059\u308b\u4ed5\u7d44\u307f\u306e\u69cb\u7bc9\u307e\u3067\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n<p>Power Query\u30fbSQL\u30fbPython\u3067\u624b\u4f5c\u696d\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u5217\u540d\u3084\u30de\u30b9\u30bf\u3001\u696d\u52d9\u30eb\u30fc\u30eb\u304c\u5909\u308f\u308c\u3070\u3001\u4fee\u6b63\u30eb\u30fc\u30eb\u3084\u51e6\u7406\u5185\u5bb9\u306e\u898b\u76f4\u3057\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>Cacco\u306f\u7279\u5b9a\u306e\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u524d\u63d0\u3068\u305b\u305a\u3001\u81ea\u52d5\u5316\u3059\u308b\u5de5\u7a0b\u3001\u4f7f\u7528\u3059\u308b\u624b\u6bb5\u3001\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u65b9\u6cd5\u3092\u3001\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3084\u793e\u5185\u306e\u904b\u7528\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 28%;\"><strong>\u6bb5\u968e<\/strong><\/th>\n<th style=\"width: 72%;\"><strong>Cacco\u306e\u5bfe\u5fdc\u5185\u5bb9<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 28%;\"><strong>\u30d2\u30a2\u30ea\u30f3\u30b0\u30fb\u73fe\u72b6\u78ba\u8a8d<\/strong><\/td>\n<td style=\"width: 72%;\">\u73fe\u5728\u306e\u60a9\u307f\u3084\u696d\u52d9\u5185\u5bb9\u3092\u4f3a\u3044\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u306e\u5185\u5bb9\u3084\u4fdd\u6709\u3057\u3066\u3044\u308b\u9805\u76ee\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 28%;\"><strong>\u8ab2\u984c\u6574\u7406\u30fb\u63d0\u6848<\/strong><\/td>\n<td style=\"width: 72%;\">\u30c7\u30fc\u30bf\u304b\u3089\u8003\u3048\u3089\u308c\u308b\u8ab2\u984c\u3092\u6574\u7406\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u6574\u3048\u308b\u304b\u3001\u89e3\u6c7a\u307e\u3067\u306e\u9032\u3081\u65b9\u3092\u63d0\u6848\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 28%;\"><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u4f5c\u6210<\/strong><\/td>\n<td style=\"width: 72%;\">\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u78ba\u8a8d\u3057\u3066\u5229\u7528\u76ee\u7684\u306b\u5408\u3046\u72b6\u614b\u3078\u6574\u3048\u3001\u696d\u52d9\u3084\u5206\u6790\u306b\u5fc5\u8981\u306a\u30de\u30b9\u30bf\u30c7\u30fc\u30bf\u30fb\u5206\u6790\u7528\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 28%;\"><strong>\u53ce\u96c6\u30fb\u6574\u5f62\u306e\u4ed5\u7d44\u307f\u5316<\/strong><\/td>\n<td style=\"width: 72%;\">DWH\uff08\u5206\u6790\u7528\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308b\u57fa\u76e4\uff09\u3084BI\uff08\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\uff09\u3067\u4f7f\u3046\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u30fb\u96c6\u8a08\u306a\u3069\u306e\u51e6\u7406\uff08\u30af\u30a8\u30ea\uff09\u306e\u4f5c\u6210\u3084\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u6574\u5f62\u3092\u81ea\u52d5\u5316\u3059\u308b\u4ed5\u7d44\u307f\u306e\u69cb\u7bc9\u3092\u652f\u63f4\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u8ab2\u984c\u3092\u6574\u7406\u3057\u3001\u89e3\u6c7a\u307e\u3067\u306e\u9032\u3081\u65b9\u3092\u3054\u63d0\u6848\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306f\u7121\u6599\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3084\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u30fb\u5206\u6790\u3001\u53ce\u96c6\u30fb\u6574\u5f62\u306e\u4ed5\u7d44\u307f\u5316\u306f\u3001\u3054\u63d0\u6848\u5185\u5bb9\u306b\u5fdc\u3058\u305f\u6709\u6599\u652f\u63f4\u3068\u3057\u3066\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u9032\u3081\u65b9\u3092\u76f8\u8ac7\u3057\u305f\u3044\u65b9\u306f\u3001\u300c<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_6761\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300d\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b\u3068\u304d\u306e\u6ce8\u610f\u70b93\u3064<\/h2>\n<p><strong>\u81ea\u793e\u3067\u4f5c\u696d\u3059\u308b\u5834\u5408\u3082\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3084\u652f\u63f4\u4f1a\u793e\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3082\u3001\u5143\u30c7\u30fc\u30bf\u3078\u623b\u305b\u308b\u72b6\u614b\u3092\u4fdd\u3061\u306a\u304c\u3089\u3001\u4fee\u6b63\u7d50\u679c\u306e\u6b63\u78ba\u6027\u3068\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4e00\u62ec\u51e6\u7406\u306e\u8aa4\u308a\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3078\u5e83\u304c\u308a\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u4e0d\u7528\u610f\u306a\u5165\u529b\u306f\u60c5\u5831\u7ba1\u7406\u4e0a\u306e\u554f\u984c\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u6b21\u306e3\u70b9\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u3010\u6ce8\u610f\u70b91\u3011\u5143\u30c7\u30fc\u30bf\u3092\u6b8b\u3057\u3066\u4fee\u6b63\u5c65\u6b74\u3092\u8a18\u9332\u3059\u308b<\/li>\n<li>\u3010\u6ce8\u610f\u70b92\u3011\u672c\u756a\u9069\u7528\u524d\u306b\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3067\u8a66\u3057\u3066\u4fee\u6b63\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u3010\u6ce8\u610f\u70b93\u3011\u5916\u90e8\u30c4\u30fc\u30eb\u3084AI\u306e\u5229\u7528\u524d\u306b\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53d6\u6271\u30eb\u30fc\u30eb\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u308c\u30893\u3064\u306e\u78ba\u8a8d\u3092\u4f5c\u696d\u624b\u9806\u306b\u7d44\u307f\u8fbc\u307f\u3001\u78ba\u8a8d\u304c\u7d42\u308f\u308b\u307e\u3067\u306f\u3001\u672c\u756a\u30c7\u30fc\u30bf\u3078\u306e\u4e00\u62ec\u51e6\u7406\u3084\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u9001\u4fe1\u3092\u884c\u308f\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u3010\u6ce8\u610f\u70b91\u3011\u5143\u30c7\u30fc\u30bf\u3092\u6b8b\u3057\u3066\u4fee\u6b63\u5c65\u6b74\u3092\u8a18\u9332\u3059\u308b<\/h3>\n<p><strong>\u5143\u30c7\u30fc\u30bf\u306f\u76f4\u63a5\u4e0a\u66f8\u304d\u305b\u305a\u3001\u5909\u66f4\u3057\u3066\u3044\u306a\u3044\u5143\u30c7\u30fc\u30bf\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u7528\u306e\u4f5c\u696d\u30c7\u30fc\u30bf\u30fb\u51e6\u7406\u5f8c\u306e\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u5206\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5143\u30c7\u30fc\u30bf\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u51e6\u7406\u524d\u306e\u5024\u3068\u6bd4\u8f03\u3067\u304d\u305a\u3001\u8aa4\u3063\u305f\u7f6e\u63db\u3084\u524a\u9664\u306b\u6c17\u3065\u3044\u3066\u3082\u5143\u306e\u72b6\u614b\u3078\u623b\u305b\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u51e6\u7406\u3092\u518d\u73fe\u3057\u3001\u8aa4\u308a\u304c\u751f\u3058\u305f\u5de5\u7a0b\u3092\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u3001\u6b21\u306e\u9805\u76ee\u3092\u4fee\u6b63\u5c65\u6b74\u3078\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th><strong>\u8a18\u9332\u3059\u308b\u9805\u76ee<\/strong><\/th>\n<th><strong>\u8a18\u9332\u3059\u308b\u5185\u5bb9\u306e\u4f8b<\/strong><\/th>\n<th><strong>\u8a18\u9332\u3059\u308b\u76ee\u7684<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5b9f\u65bd\u65e5\u6642\u30fb\u62c5\u5f53\u8005<\/strong><\/td>\n<td>2026\u5e748\u670810\u65e5\u3001\u55b6\u696d\u4f01\u753b\u90e8\u25cb\u25cb<\/td>\n<td>\u3044\u3064\u3001\u8ab0\u304c\u51e6\u7406\u3057\u305f\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4f7f\u7528\u3057\u305f\u5143\u30c7\u30fc\u30bf<\/strong><\/td>\n<td>\u30d5\u30a1\u30a4\u30eb\u540d\u3001\u53d6\u5f97\u65e5\u6642\u3001\u4fdd\u5b58\u5834\u6240<\/td>\n<td>\u3069\u306e\u6642\u70b9\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u305f\u304b\u3092\u7279\u5b9a\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4fee\u6b63\u30eb\u30fc\u30eb\u30fb\u4f7f\u7528\u3057\u305f\u51e6\u7406<\/strong><\/td>\n<td>\u4fee\u6b63\u6761\u4ef6\u3001\u4f7f\u7528\u3057\u305f\u30af\u30a8\u30ea\u30fb\u30b9\u30af\u30ea\u30d7\u30c8\u30fb\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u540d\u79f0\u3084\u7248<\/td>\n<td>\u51e6\u7406\u3092\u518d\u73fe\u3057\u3001\u30eb\u30fc\u30eb\u5909\u66f4\u306b\u3088\u308b\u5f71\u97ff\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u51e6\u7406\u524d\u5f8c\u306e\u4ef6\u6570<\/strong><\/td>\n<td>\u51e6\u7406\u524d\u5f8c\u306e\u5168\u4ef6\u6570\u3001\u5909\u66f4\u4ef6\u6570\u3001\u91cd\u8907\u5019\u88dc\u6570\u3001\u30a8\u30e9\u30fc\u4ef6\u6570<\/td>\n<td>\u610f\u56f3\u3057\u306a\u3044\u524a\u9664\u30fb\u8907\u88fd\u30fb\u5897\u52a0\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4f8b\u5916\u3068\u5bfe\u5fdc\u7d50\u679c<\/strong><\/td>\n<td>\u81ea\u52d5\u5224\u5b9a\u3067\u304d\u306a\u304b\u3063\u305f\u30c7\u30fc\u30bf\u3001\u4fdd\u7559\u7406\u7531\u3001\u78ba\u8a8d\u8005<\/td>\n<td>\u4eba\u304c\u5224\u65ad\u3057\u305f\u5185\u5bb9\u3092\u6b21\u56de\u306e\u51e6\u7406\u3078\u5f15\u304d\u7d99\u3050<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u30d5\u30a1\u30a4\u30eb\u3067\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u300c\u5143\u30c7\u30fc\u30bf\u300d\u300c\u4f5c\u696d\u4e2d\u300d\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u306a\u3069\u306e\u72b6\u614b\u3068\u65e5\u4ed8\u304c\u308f\u304b\u308b\u540d\u524d\u3092\u4ed8\u3051\u3001\u4fdd\u5b58\u5834\u6240\u3082\u7d71\u4e00\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6271\u3046\u5834\u5408\u3082\u3001\u51e6\u7406\u524d\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u8907\u88fd\u3059\u308b\u304b\u3001\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\uff08\u7279\u5b9a\u6642\u70b9\u306e\u72b6\u614b\u3092\u4fdd\u5b58\u3057\u305f\u3082\u306e\uff09\u3092\u6b8b\u3057\u3001\u6a29\u9650\u306e\u306a\u3044\u4eba\u304c\u5909\u66f4\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u4fee\u6b63\u5c65\u6b74\u306f\u3001\u8aa4\u5909\u63db\u304b\u3089\u5143\u306b\u623b\u3059\u305f\u3081\u3060\u3051\u3067\u306a\u304f\u3001\u540c\u3058\u51e6\u7406\u3092\u518d\u73fe\u3057\u3001\u6b21\u56de\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3078\u30eb\u30fc\u30eb\u3092\u5f15\u304d\u7d99\u3050\u305f\u3081\u306b\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3>\u3010\u6ce8\u610f\u70b92\u3011\u672c\u756a\u9069\u7528\u524d\u306b\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3067\u8a66\u3057\u3066\u4fee\u6b63\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p><strong>\u4f5c\u6210\u3057\u305f\u51e6\u7406\u306f\u3059\u3050\u306b\u5168\u30c7\u30fc\u30bf\u3078\u9069\u7528\u305b\u305a\u3001\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3067\u60f3\u5b9a\u3069\u304a\u308a\u306b\u4fee\u6b63\u3055\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u300c\u7a7a\u6b04\u30920\u306b\u3059\u308b\u300d\u300c\u91cd\u8907\u3059\u308b\u884c\u3092\u524a\u9664\u3059\u308b\u300d\u306a\u3069\u306e\u5358\u7d14\u306b\u898b\u3048\u308b\u51e6\u7406\u3067\u3082\u3001\u610f\u5473\u306e\u7570\u306a\u308b\u7a7a\u6b04\u3084\u3001\u524a\u9664\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u53d6\u5f15\u307e\u3067\u5909\u66f4\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c6\u30b9\u30c8\u7528\u306e\u30c7\u30fc\u30bf\u306b\u306f\u3001\u901a\u5e38\u306e\u30c7\u30fc\u30bf\u306b\u52a0\u3048\u3066\u3001\u6b20\u640d\u30fb\u91cd\u8907\u30fb0\u30fb\u8ca0\u306e\u6570\u30fb\u6975\u7aef\u306b\u5927\u304d\u3044\u6570\u5024\u30fb\u5f62\u5f0f\u306e\u7570\u306a\u308b\u65e5\u4ed8\u306a\u3069\u3082\u542b\u3081\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th><strong>\u78ba\u8a8d\u9805\u76ee<\/strong><\/th>\n<th><strong>\u78ba\u8a8d\u3059\u308b\u5185\u5bb9<\/strong><\/th>\n<th><strong>\u767a\u898b\u3067\u304d\u308b\u554f\u984c<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5168\u4f53\u306e\u884c\u6570<\/strong><\/td>\n<td>\u51e6\u7406\u524d\u5f8c\u3067\u610f\u56f3\u3057\u306a\u3044\u5897\u6e1b\u304c\u306a\u3044\u304b<\/td>\n<td>\u6761\u4ef6\u8a2d\u5b9a\u306e\u8aa4\u308a\u306b\u3088\u308b\u884c\u306e\u524a\u9664\u30fb\u8907\u88fd<\/td>\n<\/tr>\n<tr>\n<td><strong>\u91cd\u8907\u3057\u3066\u306f\u3044\u3051\u306a\u3044ID\u306e\u91cd\u8907\u6570<\/strong><\/td>\n<td>\u9867\u5ba2\u30de\u30b9\u30bf\u306e\u9867\u5ba2ID\u306a\u3069\u3001\u91cd\u8907\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u9805\u76ee\u304c\u60f3\u5b9a\u3069\u304a\u308a\u51e6\u7406\u3055\u308c\u3066\u3044\u308b\u304b<\/td>\n<td>\u5225\u306e\u9867\u5ba2\u30fb\u5546\u54c1\u30fb\u53d6\u5f15\u3092\u540c\u3058\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3046\u8aa4\u308a<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6b20\u640d\u6570<\/strong><\/td>\n<td>\u7a7a\u6b04\u306e\u88dc\u5b8c\u30fb\u9664\u5916\u306b\u3088\u3063\u3066\u6b20\u640d\u6570\u304c\u3069\u3046\u5909\u308f\u3063\u305f\u304b<\/td>\n<td>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u524a\u9664\u3084\u4e0d\u9069\u5207\u306a\u4e00\u62ec\u88dc\u5b8c<\/td>\n<\/tr>\n<tr>\n<td><strong>\u58f2\u4e0a\u306a\u3069\u306e\u96c6\u8a08\u5024<\/strong><\/td>\n<td>\u51e6\u7406\u5185\u5bb9\u306b\u7167\u3089\u3057\u3066\u3001\u58f2\u4e0a\u5408\u8a08\u306a\u3069\u306b\u60f3\u5b9a\u5916\u306e\u5dee\u304c\u306a\u3044\u304b<\/td>\n<td>\u6570\u5024\u306e\u5909\u63db\u30df\u30b9\u3001\u5bfe\u8c61\u884c\u306e\u6b20\u843d\u3001\u8aa4\u3063\u305f\u91cd\u8907\u524a\u9664<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30c7\u30fc\u30bf\u578b\u30fb\u8868\u793a\u5f62\u5f0f<\/strong><\/td>\n<td>\u65e5\u4ed8\u3001\u96fb\u8a71\u756a\u53f7\u3001\u90f5\u4fbf\u756a\u53f7\u3001\u9867\u5ba2ID\u306a\u3069\u304c\u60f3\u5b9a\u3057\u305f\u5f62\u5f0f\u304b<\/td>\n<td>\u65e5\u4ed8\u306e\u8aa4\u5909\u63db\u3001\u5148\u982d\u306e0\u306e\u6b20\u843d\u3001\u9577\u3044ID\u306e\u4e38\u3081<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u7121\u4f5c\u70ba\u306b\u9078\u3093\u3060\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u904e\u53bb\u306b\u4e0d\u5099\u304c\u8d77\u304d\u305f\u30c7\u30fc\u30bf\u3084\u3001\u58f2\u4e0a\u91d1\u984d\u3092\u300c0\u4ee5\u4e0a\u300d\u3068\u5224\u5b9a\u3059\u308b\u3068\u304d\u306e\u300c0\u300d\u3068\u300c-1\u300d\u306e\u3088\u3046\u306a\u5883\u754c\u5024\u3082\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>\u60f3\u5b9a\u3057\u305f\u7d50\u679c\u3068\u4e00\u81f4\u3057\u306a\u3044\u5834\u5408\u3001\u51e6\u7406\u5f8c\u306e\u30c7\u30fc\u30bf\u3060\u3051\u3092\u500b\u5225\u306b\u76f4\u3059\u3068\u6b21\u56de\u3082\u540c\u3058\u8aa4\u308a\u304c\u8d77\u304d\u308b\u305f\u3081\u3001\u5143\u306e\u4fee\u6b63\u30eb\u30fc\u30eb\u3084\u62bd\u51fa\u6761\u4ef6\u3092\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n<p>\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3067\u554f\u984c\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3001\u5143\u30c7\u30fc\u30bf\u304b\u3089\u4f5c\u6210\u3057\u305f\u4f5c\u696d\u7528\u30b3\u30d4\u30fc\u3078\u51e6\u7406\u3092\u9069\u7528\u3057\u3001\u4ef6\u6570\u3084\u5408\u8a08\u5024\u3092\u7167\u5408\u3057\u3066\u304b\u3089\u3001\u78ba\u8a8d\u6e08\u307f\u306e\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3084\u5206\u6790\u306b\u4f7f\u7528\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u6ce8\u610f\u70b93\u3011\u5916\u90e8\u30c4\u30fc\u30eb\u3084AI\u306e\u5229\u7528\u524d\u306b\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53d6\u6271\u30eb\u30fc\u30eb\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p><strong>\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30c4\u30fc\u30eb\u3084AI\u3078\u5165\u529b\u3059\u308b\u524d\u306b\u3001\u81ea\u793e\u304c\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5165\u529b\u3092\u8a31\u53ef\u3057\u3066\u3044\u308b\u60c5\u5831\u306e\u7bc4\u56f2\u3068\u3001\u30b5\u30fc\u30d3\u30b9\u5074\u3067\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u6271\u308f\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u6c0f\u540d\u3092\u524a\u9664\u3057\u3066\u3044\u3066\u3082\u3001\u9867\u5ba2ID\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u4f4f\u6240\u30fb\u8cfc\u5165\u5c65\u6b74\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u7279\u5b9a\u306e\u9867\u5ba2\u3068\u305d\u306e\u8cfc\u5165\u5185\u5bb9\u3092\u8b58\u5225\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7121\u6599\u7248\u3068\u6cd5\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u3067\u30c7\u30fc\u30bf\u306e\u53d6\u6271\u6761\u4ef6\u304c\u7570\u306a\u308b\u30b5\u30fc\u30d3\u30b9\u3082\u3042\u308b\u305f\u3081\u3001\u6a5f\u80fd\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u6b21\u306e\u9805\u76ee\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u81ea\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u3001\u6271\u3048\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u30fb\u5fc5\u8981\u306a\u51e6\u7406\u30fb\u7e70\u308a\u8fd4\u3057\u5b9f\u884c\u306e\u3057\u3084\u3059\u3055\u30fb\u904b\u7528\u4f53\u5236\u30fb\u60c5\u5831\u7ba1\u7406\u30fb\u8cbb\u7528\u3092\u57fa\u6e96\u306b\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u6a5f\u80fd\u304c\u591a\u3044\u30c4\u30fc\u30eb\u3067\u3082\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3001\u51e6\u7406\u3092\u8a2d\u5b9a\u30fb\u4fee\u6b63\u3067\u304d\u308b\u62c5\u5f53\u8005\u304c\u3044\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3068\u3001\u7d99\u7d9a\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3057\u305f\u3044\u4e3b\u306a\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>Excel\u30fbCSV\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3001\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b<\/li>\n<li>\u8868\u8a18\u7d71\u4e00\u3001\u5f62\u5f0f\u5909\u63db\u3001\u6b20\u640d\u78ba\u8a8d\u3001\u91cd\u8907\u5019\u88dc\u306e\u62bd\u51fa\u306a\u3069\u3001\u5fc5\u8981\u306a\u51e6\u7406\u3092\u884c\u3048\u308b\u304b<\/li>\n<li>\u51e6\u7406\u624b\u9806\u3084\u4fee\u6b63\u5c65\u6b74\u3092\u4fdd\u5b58\u3057\u3001\u540c\u3058\u51e6\u7406\u3092\u518d\u5b9f\u884c\u3067\u304d\u308b\u304b<\/li>\n<li>\u81ea\u52d5\u51e6\u7406\u3067\u304d\u306a\u304b\u3063\u305f\u30c7\u30fc\u30bf\u3084\u30a8\u30e9\u30fc\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3067\u304d\u308b\u304b<\/li>\n<li>\u5165\u529b\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u671f\u9593\u3001\u5229\u7528\u76ee\u7684\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u7ba1\u7406\u3067\u304d\u308b\u304b<\/li>\n<li>\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u91cf\u30fb\u5229\u7528\u8005\u6570\u30fb\u51e6\u7406\u56de\u6570\u306b\u5fdc\u3058\u305f\u8cbb\u7528\u3082\u78ba\u8a8d\u3067\u304d\u308b\u304b<\/li>\n<li>\u8a2d\u5b9a\u5909\u66f4\u3084\u30a8\u30e9\u30fc\u5bfe\u5fdc\u3092\u793e\u5185\u3067\u884c\u3048\u308b\u304b\u3001\u63d0\u4f9b\u4f1a\u793e\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u304b<\/li>\n<\/ul>\n<p>\u53ef\u80fd\u3067\u3042\u308c\u3070\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u307e\u306a\u3044\u30c6\u30b9\u30c8\u7528\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3001\u51e6\u7406\u7d50\u679c\u30fb\u6240\u8981\u6642\u9593\u30fb\u64cd\u4f5c\u306e\u3057\u3084\u3059\u3055\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u80fd\u306e\u591a\u3055\u3088\u308a\u3082\u3001\u81ea\u793e\u3067\u5fc5\u8981\u306a\u51e6\u7406\u3092\u540c\u3058\u6761\u4ef6\u3067\u7e70\u308a\u8fd4\u305b\u308b\u3053\u3068\u3068\u3001\u8a2d\u5b9a\u5909\u66f4\u3084\u30a8\u30e9\u30fc\u3078\u5bfe\u5fdc\u3067\u304d\u308b\u3053\u3068\u3092\u512a\u5148\u3057\u307e\u3059\u3002<\/p>\n<p>Excel\u30fbPower Query\u30fbSQL\u30fbPython\u30fbAI\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u5206\u3051\u306f\u30014\u7ae0\u306e\u300e<a href=\"#link1\">\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u4f7f\u3046\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b93\u3064<\/a>\u300f\u3067\u3001\u30c7\u30fc\u30bf\u91cf\u30fb\u66f4\u65b0\u983b\u5ea6\u30fb\u51e6\u7406\u5185\u5bb9\u5225\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u3010\u8cea\u554f2\u3011\u7dba\u9e97\u306b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u300c\u6c5a\u3055\u305b\u306a\u3044\u300d\u305f\u3081\u306e\u904b\u7528\u30eb\u30fc\u30eb\u306f\u3069\u3046\u4f5c\u308b\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p><strong>\u30c7\u30fc\u30bf\u3092\u6c5a\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u306f\u3001\u5165\u529b\u8005\u304c\u5b88\u308b\u30eb\u30fc\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u8ab0\u304c\u30eb\u30fc\u30eb\u3092\u7ba1\u7406\u3057\u3001\u3069\u306e\u6307\u6a19\u3092\u78ba\u8a8d\u3057\u3066\u898b\u76f4\u3059\u304b\u307e\u3067\u6c7a\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u5f8c\u306e\u30c7\u30fc\u30bf\u3060\u3051\u3092\u7ba1\u7406\u3057\u3066\u3082\u3001\u5165\u529b\u3084\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306e\u6bb5\u968e\u3067\u540c\u3058\u4e0d\u5099\u304c\u767a\u751f\u3059\u308c\u3070\u3001\u4fee\u6b63\u4f5c\u696d\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u904b\u7528\u30eb\u30fc\u30eb\u306b\u306f\u3001\u6b21\u306e\u9805\u76ee\u3092\u542b\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3068\u5229\u7528\u76ee\u7684<\/li>\n<li>\u30eb\u30fc\u30eb\u3084\u30de\u30b9\u30bf\u3092\u7ba1\u7406\u3059\u308b\u8cac\u4efb\u8005<\/li>\n<li>\u30eb\u30fc\u30eb\u5909\u66f4\u306e\u7533\u8acb\u30fb\u627f\u8a8d\u65b9\u6cd5<\/li>\n<li>\u6b20\u640d\u7387\u3084\u91cd\u8907\u5019\u88dc\u7387\u3092\u78ba\u8a8d\u3059\u308b\u983b\u5ea6<\/li>\n<li>\u57fa\u6e96\u3092\u8d85\u3048\u305f\u5834\u5408\u306e\u5bfe\u5fdc<\/li>\n<li>\u4f8b\u5916\u306e\u8a18\u9332\u65b9\u6cd5<\/li>\n<\/ul>\n<p>\u4f8b\u5916\u7684\u306a\u5165\u529b\u3092\u3059\u3079\u3066\u7981\u6b62\u3059\u308b\u3068\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u307e\u3067\u767b\u9332\u3067\u304d\u306a\u304f\u306a\u308b\u305f\u3081\u3001\u5165\u529b\u7406\u7531\u30fb\u627f\u8a8d\u8005\u30fb\u5bfe\u5fdc\u65e5\u3092\u8a18\u9332\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u5546\u54c1\u3084\u696d\u52d9\u306e\u5185\u5bb9\u3001\u4f7f\u7528\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u5909\u308f\u3063\u305f\u3068\u304d\u306f\u3001\u65e2\u5b58\u306e\u5165\u529b\u30eb\u30fc\u30eb\u3084\u30de\u30b9\u30bf\u306e\u5b9a\u7fa9\u3082\u66f4\u65b0\u3057\u307e\u3059\u3002<\/p>\n<p>\u5165\u529b\u6bb5\u968e\u3067\u4e0d\u5099\u306e\u518d\u767a\u3092\u9632\u3050\u5177\u4f53\u7b56\u306f\u30012\u7ae0\u306e\u300e<a href=\"#link2\">\u3010\u65b9\u6cd55\u3011\u5165\u529b\u5f62\u5f0f\u3068\u66f4\u65b0\u30eb\u30fc\u30eb\u3092\u7d71\u4e00\u3057\u3066\u4e0d\u5099\u306e\u518d\u767a\u3092\u9632\u3050<\/a>\u300f\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u3010\u8cea\u554f3\u3011\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u826f\u3057\u60aa\u3057\u3092\u8a55\u4fa1\u3059\u308b\u5177\u4f53\u7684\u306a\u6307\u6a19\uff08KPI\uff09\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p><strong>\u30c7\u30fc\u30bf\u54c1\u8cea\u306f\u3001\u5fc5\u8981\u306a\u9805\u76ee\u304c\u305d\u308d\u3063\u305f\u5272\u5408\u3084\u3001\u91cd\u8907\u30fb\u30eb\u30fc\u30eb\u9055\u53cd\u306e\u4ef6\u6570\u306a\u3069\u3092\u6307\u6a19\u306b\u3057\u3066\u3001\u696d\u52d9\u4e0a\u3067\u7279\u306b\u91cd\u8996\u3059\u308b\u3082\u306e\u3092KPI\u306b\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5b8c\u5168\u6027\u30fb\u4e00\u610f\u6027\u30fb\u4e00\u8cab\u6027\u30fb\u59a5\u5f53\u6027\u30fb\u9069\u6642\u6027\u306f\u3001\u30c7\u30fc\u30bf\u306e\u3069\u306e\u70b9\u3092\u78ba\u8a8d\u3059\u308b\u304b\u3092\u5206\u3051\u305f\u8a55\u4fa1\u89b3\u70b9\u3067\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u4f8b\u3068\u3057\u3066\u30011\u884c\u30921\u3064\u306e\u53d6\u5f15\u660e\u7d30\u3068\u3059\u308b\u58f2\u4e0a\u30c7\u30fc\u30bf1,000\u4ef6\u306e\u3046\u3061\u3001\u4f55\u4ef6\u304c\u57fa\u6e96\u3092\u6e80\u305f\u3057\u305f\u304b\u3092\u5272\u5408\u3067\u8868\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 11.4512%;\"><strong>\u8a55\u4fa1\u89b3\u70b9<\/strong><\/th>\n<th style=\"width: 33.6735%;\"><strong>\u78ba\u8a8d\u3059\u308b\u5185\u5bb9<\/strong><\/th>\n<th style=\"width: 54.7619%;\"><strong>\u53d6\u5f15\u660e\u7d301,000\u4ef6\u3092\u4f7f\u3063\u305f\u8a08\u7b97\u4f8b<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 11.4512%;\"><strong>\u5b8c\u5168\u6027<\/strong><\/td>\n<td style=\"width: 33.6735%;\">\u5fc5\u8981\u306a\u9805\u76ee\u306b\u7a7a\u6b04\u304c\u306a\u3044\u304b<\/td>\n<td style=\"width: 54.7619%;\">\u53d6\u5f15ID\u30fb\u660e\u7d30\u756a\u53f7\u30fb\u8cfc\u5165\u65e5\u30fb\u5546\u54c1ID\u30fb\u58f2\u4e0a\u91d1\u984d\u304c\u3059\u3079\u3066\u5165\u529b\u3055\u308c\u305f\u660e\u7d30\uff1a950\u4ef6<br \/>\n950\u4ef6\u00f71,000\u4ef6\u00d7100\uff1d95.0\uff05<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.4512%;\"><strong>\u4e00\u610f\u6027<\/strong><\/td>\n<td style=\"width: 33.6735%;\">\u540c\u3058\u53d6\u5f15\u660e\u7d30\u304c\u91cd\u8907\u3057\u3066\u3044\u306a\u3044\u304b<\/td>\n<td style=\"width: 54.7619%;\">\u300c\u53d6\u5f15ID\uff0b\u660e\u7d30\u756a\u53f7\u300d\u306e\u7570\u306a\u308b\u7d44\u307f\u5408\u308f\u305b\uff1a988\u4ef6<br \/>\n988\u4ef6\u00f71,000\u4ef6\u00d7100\uff1d98.8\uff05<br \/>\n\uff08\u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u3067\u4f59\u5206\u306b\u767b\u9332\u3055\u308c\u305f\u660e\u7d30\u306f12\u4ef6\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.4512%;\"><strong>\u4e00\u8cab\u6027<\/strong><\/td>\n<td style=\"width: 33.6735%;\">\u5546\u54c1ID\u3068\u5546\u54c1\u540d\u306a\u3069\u3001\u30c7\u30fc\u30bf\u9593\u306e\u5bfe\u5fdc\u306b\u77db\u76fe\u304c\u306a\u3044\u304b<\/td>\n<td style=\"width: 54.7619%;\">\u5546\u54c1ID\u306b\u5bfe\u5fdc\u3059\u308b\u5546\u54c1\u540d\u304c\u5546\u54c1\u30de\u30b9\u30bf\u3068\u4e00\u81f4\u3057\u305f\u660e\u7d30\uff1a990\u4ef6<br \/>\n990\u4ef6\u00f71,000\u4ef6\u00d7100\uff1d99.0\uff05<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.4512%;\"><strong>\u59a5\u5f53\u6027<\/strong><\/td>\n<td style=\"width: 33.6735%;\">\u65e5\u4ed8\u3084\u91d1\u984d\u306a\u3069\u304c\u3001\u6c7a\u3081\u305f\u5f62\u5f0f\u30fb\u7bc4\u56f2\u30fb\u696d\u52d9\u30eb\u30fc\u30eb\u306b\u5408\u3063\u3066\u3044\u308b\u304b<\/td>\n<td style=\"width: 54.7619%;\">\u8cfc\u5165\u65e5\u30fb\u58f2\u4e0a\u91d1\u984d\u30fb\u53d6\u5f15\u533a\u5206\u304c\u3059\u3079\u3066\u30eb\u30fc\u30eb\u306b\u5408\u3046\u660e\u7d30\uff1a975\u4ef6<br \/>\n975\u4ef6\u00f71,000\u4ef6\u00d7100\uff1d97.5\uff05<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 11.4512%;\"><strong>\u9069\u6642\u6027<\/strong><\/td>\n<td style=\"width: 33.6735%;\">\u5fc5\u8981\u306a\u671f\u9650\u307e\u3067\u306b\u30c7\u30fc\u30bf\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u304b<\/td>\n<td style=\"width: 54.7619%;\">\u6c7a\u3081\u305f\u671f\u9650\u307e\u3067\u306b\u58f2\u4e0a\u30c7\u30fc\u30bf\u3078\u53cd\u6620\u3055\u308c\u305f\u660e\u7d30\uff1a985\u4ef6<br \/>\n985\u4ef6\u00f71,000\u4ef6\u00d7100\uff1d98.5\uff05<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u512a\u5148\u3057\u3066\u78ba\u8a8d\u3059\u308b\u89b3\u70b9\u306f\u5229\u7528\u76ee\u7684\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u3001\u9867\u5ba2\u5225\u58f2\u4e0a\u3067\u306f\u9867\u5ba2ID\u306b\u7a7a\u6b04\u304c\u306a\u3044\u304b\u3001\u58f2\u4e0a\u96c6\u8a08\u3067\u306f\u53d6\u5f15\u660e\u7d30\u306e\u91cd\u8907\u3084\u3001\u58f2\u4e0a\u91d1\u984d\u30fb\u8cfc\u5165\u65e5\u30fb\u53d6\u5f15\u533a\u5206\u304c\u30eb\u30fc\u30eb\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u306b\u5171\u901a\u3059\u308b\u5408\u683c\u30e9\u30a4\u30f3\u306f\u306a\u304f\u30015\u3064\u306e\u6307\u6a19\u3092\u3059\u3079\u3066100\uff05\u306b\u3059\u308b\u5fc5\u8981\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>5\u3064\u306e\u5272\u5408\u3092\u5358\u7d14\u306b\u5e73\u5747\u3057\u3066\u5408\u5426\u3092\u6c7a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e0d\u5099\u304c\u696d\u52d9\u3078\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u3082\u3068\u306b\u3001\u91cd\u8981\u306a\u9805\u76ee\u3068\u8a55\u4fa1\u89b3\u70b9\u3054\u3068\u306b\u76ee\u6a19\u5024\u3084\u3001\u8a31\u5bb9\u3067\u304d\u308b\u4e0d\u5099\u306e\u5272\u5408\u30fb\u4ef6\u6570\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<h3>\u3010\u8cea\u554f4\u3011\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u983b\u5ea6\u3067\u884c\u3046\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u4e00\u5f8b\u306e\u5b9f\u65bd\u983b\u5ea6\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u983b\u5ea6\u30fb\u5229\u7528\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u30fb\u4e0d\u5099\u304c\u696d\u52d9\u3078\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u9867\u5ba2\u60c5\u5831\u3084\u58f2\u4e0a\u30c7\u30fc\u30bf\u306e\u3088\u3046\u306b\u65e5\u3005\u8ffd\u52a0\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306f\u3001\u5165\u529b\u6642\u306e\u81ea\u52d5\u30c1\u30a7\u30c3\u30af\u3068\u5b9a\u671f\u7684\u306a\u78ba\u8a8d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u65b9\u6cd5\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u65bd\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u306e\u4f8b\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th><strong>\u30bf\u30a4\u30df\u30f3\u30b0<\/strong><\/th>\n<th><strong>\u4e3b\u306a\u78ba\u8a8d\u5185\u5bb9<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u30c7\u30fc\u30bf\u306e\u5165\u529b\u30fb\u53d6\u8fbc\u6642<\/strong><\/td>\n<td>\u5fc5\u9808\u9805\u76ee\u3001\u5165\u529b\u5f62\u5f0f\u3001\u4f7f\u7528\u3067\u304d\u308b\u5024\u3001\u91cd\u8907\u5019\u88dc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u65e5\u6b21\u30fb\u9031\u6b21<\/strong><\/td>\n<td>\u66f4\u65b0\u983b\u5ea6\u304c\u9ad8\u3044\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u3001\u9023\u643a\u30a8\u30e9\u30fc\u3001\u901a\u5e38\u306e\u7bc4\u56f2\u304b\u3089\u5916\u308c\u305f\u5024\u306e\u4ef6\u6570<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5206\u6790\u30fb\u65bd\u7b56\u306e\u5b9f\u65bd\u524d<\/strong><\/td>\n<td>\u5229\u7528\u3059\u308b\u9805\u76ee\u306e\u6b20\u640d\u3001\u96c6\u8a08\u671f\u9593\u3001\u5bfe\u8c61\u7bc4\u56f2\u3001\u91cd\u8907<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30b7\u30b9\u30c6\u30e0\u3084\u30de\u30b9\u30bf\u306e\u5909\u66f4\u6642<\/strong><\/td>\n<td>\u9805\u76ee\u540d\u3001\u30c7\u30fc\u30bf\u578b\u3001\u30b3\u30fc\u30c9\u3001\u5909\u63db\u30eb\u30fc\u30eb\u306e\u305a\u308c<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6708\u6b21\u30fb\u56db\u534a\u671f\u306a\u3069\u306e\u5b9a\u671f\u78ba\u8a8d<\/strong><\/td>\n<td>\u4e0d\u5099\u306e\u767a\u751f\u50be\u5411\u3001\u4fee\u6b63\u30eb\u30fc\u30eb\u3001\u54c1\u8cea\u6307\u6a19\u306e\u63a8\u79fb\u30fb\u76ee\u6a19\u5024\u3068\u306e\u5dee<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u5165\u529b\u5f62\u5f0f\u3084\u5fc5\u9808\u9805\u76ee\u306f\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u305f\u3073\u306b\u81ea\u52d5\u3067\u78ba\u8a8d\u3057\u3001\u540d\u5bc4\u305b\u3084\u4f8b\u5916\u5224\u65ad\u3092\u542b\u3080\u78ba\u8a8d\u306f\u3001\u5206\u6790\u524d\u3084\u6708\u6b21\u30fb\u56db\u534a\u671f\u306e\u70b9\u691c\u6642\u306b\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u91cd\u8907\u5019\u88dc\u7387\u3084\u6b20\u640d\u7387\u306b\u306f\u8a31\u5bb9\u7bc4\u56f2\u3092\u8a2d\u5b9a\u3057\u3001\u305d\u306e\u7bc4\u56f2\u3092\u8d85\u3048\u305f\u3068\u304d\u306b\u8ffd\u52a0\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u884c\u3046\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u524d\u56de\u306e\u5b9f\u65bd\u65e5\u30fb\u5bfe\u8c61\u30c7\u30fc\u30bf\u306b\u52a0\u3048\u3066\u3001\u6b21\u56de\u306e\u78ba\u8a8d\u65e5\u3068\u62c5\u5f53\u8005\u307e\u3067\u8a18\u9332\u3057\u3066\u304a\u3051\u3070\u3001\u78ba\u8a8d\u306e\u5b9f\u65bd\u6f0f\u308c\u3092\u9632\u3052\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u4eca\u56de\u306f\u3001\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b5\u3064\u306e\u65b9\u6cd5\u3084\u3001\u81ea\u52d5\u5316\u3059\u308b\u7bc4\u56f2\u3001\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3001\u52b9\u7387\u5316\u3059\u308b\u3068\u304d\u306e\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u52b9\u7387\u5316\u3059\u308b\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u76f4\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u512a\u5148\u9806\u4f4d\u3068\u5b8c\u4e86\u6761\u4ef6\u3092\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/strong><\/p>\n<p>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u306a\u5834\u5408\u306f\u3001\u6b21\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u3066\u4f5c\u696d\u3092\u898b\u76f4\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5229\u7528\u76ee\u7684\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3068\u4e0d\u5099\u304b\u3089\u512a\u5148\u3057\u3066\u4fee\u6b63\u3059\u308b<\/li>\n<li>\u4f5c\u696d\u5185\u5bb9\u3068\u6240\u8981\u6642\u9593\u3092\u6d17\u3044\u51fa\u3057\u3001\u696d\u52d9\u3078\u306e\u5f71\u97ff\u3068\u4f5c\u696d\u8ca0\u62c5\u304c\u5927\u304d\u3044\u5de5\u7a0b\u304b\u3089\u898b\u76f4\u3059<\/li>\n<li>\u4fee\u6b63\u30eb\u30fc\u30eb\u3084\u51e6\u7406\u624b\u9806\u3092\u6b8b\u3057\u3001\u62c5\u5f53\u8005\u3054\u3068\u306e\u5224\u65ad\u3084\u4f5c\u308a\u76f4\u3057\u3092\u6e1b\u3089\u3059<\/li>\n<li>\u8868\u8a18\u7d71\u4e00\u306a\u3069\u306e\u5b9a\u578b\u51e6\u7406\u306f\u81ea\u52d5\u5316\u3057\u3001\u6b20\u640d\u30fb\u7570\u5e38\u5024\u30fb\u540d\u5bc4\u305b\u306a\u3069\u306e\u65b9\u91dd\u306f\u4eba\u304c\u6c7a\u3081\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u91cf\u30fb\u66f4\u65b0\u983b\u5ea6\u30fb\u51e6\u7406\u5185\u5bb9\u306b\u5408\u308f\u305b\u3066\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<li>\u5143\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u3067\u30c6\u30b9\u30c8\u3057\u305f\u3046\u3048\u3067\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53d6\u6271\u30eb\u30fc\u30eb\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u5834\u9650\u308a\u306e\u624b\u4f5c\u696d\u3092\u6e1b\u3089\u3057\u3001\u540c\u3058\u6761\u4ef6\u3067\u7e70\u308a\u8fd4\u3057\u5b9f\u884c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3078\u79fb\u884c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u5f8c\u3082\u3001\u6b20\u640d\u7387\u3084\u91cd\u8907\u5019\u88dc\u7387\u306a\u3069\u3092\u78ba\u8a8d\u3057\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u983b\u5ea6\u3084\u5229\u7528\u3059\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u30eb\u30fc\u30eb\u3092\u898b\u76f4\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n<p>\u81ea\u793e\u3060\u3051\u3067\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u76f4\u305b\u3070\u3088\u3044\u304b\u300d\u300c\u3069\u306e\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u3079\u304d\u304b\u300d\u300c\u7d99\u7d9a\u3057\u3066\u904b\u7528\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u3069\u3046\u4f5c\u308c\u3070\u3088\u3044\u304b\u300d\u3092\u6574\u7406\u3057\u306b\u304f\u3044\u5834\u5408\u306f\u3001\u300c<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_6761\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300d\u306b\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<br \/>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"\u300c\u8868\u8a18\u3086\u308c\u3084\u91cd\u8907\u3092\u76f4\u3057\u3066\u3082\u3001\u6b21\u306e\u30c7\u30fc\u30bf\u3067\u307e\u305f\u540c\u3058\u4fee\u6b63\u304c\u767a\u751f\u3059\u308b\u300d \u300cExcel\u3067\u306e\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5927\u5909\u3067\u3001\u5206\u6790\u3084\u65bd\u7b56\u306e\u691c\u8a0e\u307e\u3067\u9032\u3081\u306a\u3044\u300d \u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002 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