{"id":2236,"date":"2023-12-04T07:05:21","date_gmt":"2023-12-03T22:05:21","guid":{"rendered":"https:\/\/cacco.co.jp\/datascience\/media\/\/?p=2236"},"modified":"2026-03-18T14:30:20","modified_gmt":"2026-03-18T05:30:20","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%ae%e6%b4%bb%e7%94%a8%e4%ba%8b%e4%be%8b%e3%81%be%e3%81%a8%e3%82%81%ef%bd%9c%e5%b0%8e%e5%85%a5%e4%ba%8b%e4%be%8b4%e9%81%b8","status":"publish","type":"post","link":"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis-case-study\/2236\/","title":{"rendered":"\u3010\u6700\u65b0\u7248\u3011Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6d3b\u7528\u4e8b\u4f8b4\u9078\uff5c\u5c0e\u5165\u3067\u8ff7\u308f\u306a\u3044\u9032\u3081\u65b9\u3082\u89e3\u8aac"},"content":{"rendered":"<div class=\"tcdce-body\"><p>\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u30d3\u30b8\u30cd\u30b9\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\uff1f\u300d<br \/>\n\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u6e96\u5099\u306f\u5fc5\u8981\uff1f\u300d<\/p>\n<p>\u3068\u6c17\u306b\u306a\u308a\u307e\u305b\u3093\u304b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u767a\u898b\u3059\u308b\u5b66\u554f\u306e\u3053\u3068\u3067\u3001\u6700\u8fd1\u306f<strong>\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u3082\u9700\u8981\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u969b\u306b\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u58f2\u4e0a\u5411\u4e0a\u3084\u30b3\u30b9\u30c8\u30ab\u30c3\u30c8\u3001\u696d\u52d9\u306e\u81ea\u52d5\u5316\u306a\u3069\u304c\u884c\u3048\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3067\u304d\u308b\u3053\u3068<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u4f8b<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6e96\u5099<\/li>\n<\/ul>\n<p>\u306a\u3069\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/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:\/\/frauddetection.cacco.co.jp\/media\/wp-content\/uploads\/2023\/01\/shibuya.jpg\" alt=\"\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e\u3000\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u3000\u6f81\u8c37\u512a\u6210\" 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 \/>\u6f81\u8c37 \u512a\u6210<\/strong><\/div>\r\n<div class=\"cardlink_excerpt\">\u5927\u624b\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u4f01\u696d\u306b\u3066\u5c0f\uff5e\u5927\u898f\u6a21\u306e\u8907\u6570\u30e1\u30c7\u30a3\u30a2\u306e\u904b\u55b6\u30fb\u7ba1\u7406\u3092\u7d4c\u3066Cacco\u306b\u5165\u793e\u3002Cacco\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8cac\u4efb\u8005\u3068\u3057\u3066\u3001\u81ea\u3089\u65bd\u7b56\u306e\u5b9f\u884c\u307e\u3067\u62c5\u3044\u306a\u304c\u3089\u3001\u6226\u7565\u7acb\u6848\u304a\u3088\u3073\u5229\u76ca\u5411\u4e0a\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u304a\u3051\u308b\u4e0d\u6b63\u9818\u57df\u306b\u6df1\u3044\u77e5\u898b\u3092\u6709\u3057\u3001\u30da\u30eb\u30bd\u30ca\u306e\u8ab2\u984c\u3092\u672c\u8cea\u304b\u3089\u7406\u89e3\u3057\u3001\u89e3\u6c7a\u3078\u5c0e\u304f\u3053\u3068\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u3002<\/div>\r\n<\/div>\r\n<\/div>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3236 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png\" alt=\"\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-768x225.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2>\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f<\/h2>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6839\u62e0\u306b\u3057\u3066\u300c\u73fe\u72b6\u3092\u6574\u7406\u3057\u3001\u6b21\u306e\u5224\u65ad\u306b\u5fc5\u8981\u306a\u6839\u62e0\u3092\u3064\u304f\u308b\u300d\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7ae0\u3067\u306f\u307e\u305a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u8aad\u307f\u6bd4\u3079\u308b\u524d\u63d0\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u610f\u5473\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6d3b\u7528\u306e\u57fa\u672c\u306e\u6d41\u308c\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e2\u3064\u3092\u62bc\u3055\u3048\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u8aad\u3080\u3068\u304d\u306b\u300c\u3053\u306e\u4f1a\u793e\u306f\u4f55\u3092\u8ab2\u984c\u3068\u3057\u3066\u7f6e\u3044\u305f\u304b\u300d\u3068\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3084\u6307\u6a19\u3092\u6839\u62e0\u306b\u5224\u65ad\u3057\u305f\u304b\u300d\u3092\u898b\u6bd4\u3079\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5b9a\u7fa9<\/h3>\n<p>\u5148\u307b\u3069\u3082\u89e3\u8aac\u3057\u305f\u3088\u3046\u306b\u3001<strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u767a\u898b\u3059\u308b\u5b66\u554f<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u7d71\u8a08\u5b66\u3084\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u6280\u8853\u3092\u4f7f\u3044\u3001\u7d4c\u9a13\u3084\u52d8\u3060\u3051\u3067\u306f\u898b\u3048\u306b\u304f\u3044\u8981\u56e0\u3092\u6574\u7406\u3057\u3066\u3001\u5224\u65ad\u306e\u6839\u62e0\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d3\u30b8\u30cd\u30b9\u3067\u306f\u300c\u58f2\u4e0a\u3092\u4e0a\u3052\u305f\u3044\u300d\u300c\u5728\u5eab\u306e\u30e0\u30c0\u3092\u6e1b\u3089\u3057\u305f\u3044\u300d\u306a\u3069\u306e\u76ee\u7684\u306b\u5bfe\u3057\u3066\u3001\u30c7\u30fc\u30bf\u304b\u3089\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6d3b\u7528\u3092\u9032\u3081\u308b\u57fa\u672c\u306e\u6d41\u308c<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u3044\u304d\u306a\u308a\u5206\u6790\u304b\u3089\u59cb\u3081\u308b\u3088\u308a\u3001\u9806\u756a\u3092\u6c7a\u3081\u3066\u9032\u3081\u305f\u65b9\u304c\u6210\u679c\u306b\u3064\u306a\u304c\u308a\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5733\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3.png\" alt=\"\" width=\"1006\" height=\"403\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3.png 1006w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-300x120.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-768x308.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-400x160.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-800x320.png 800w\" sizes=\"auto, (max-width: 1006px) 100vw, 1006px\" \/><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u5f15\u7528\uff1a<a href=\"https:\/\/www.stat.go.jp\/dstart\/point\/seminar1\/01.html\" target=\"_blank\" rel=\"noopener\">PPDAC\u30b5\u30a4\u30af\u30eb\u3068\u306f\uff1f\uff5c\u7dcf\u52d9\u7701\u7d71\u8a08\u5c40<\/a><\/span><\/p>\n<p>\u4e0a\u8a18\u306e\u6d41\u308c\u306f<strong>\u300cPPDAC\u30b5\u30a4\u30af\u30eb\u300d\u3068\u547c\u3070\u308c\u3001\u554f\u984c\u8a2d\u5b9a\u304b\u3089\u7d50\u8ad6\u307e\u3067\u3092\u4e00\u9023\u3067\u6271\u3046\u8003\u3048\u65b9<\/strong>\u3067\u3059\u3002<\/p>\n<ul>\n<li>P\uff08Problem\uff09\uff1a\u554f\u984c\u3084\u8ab2\u984c\u306e\u628a\u63e1<\/li>\n<li>P\uff08Plan\uff09\uff1a\u4eee\u8aac\u3084\u8a08\u753b\u306e\u7acb\u6848<\/li>\n<li>D\uff08Data\uff09\uff1a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6<\/li>\n<li>A\uff08Analysis\uff09\uff1a\u30c7\u30fc\u30bf\u306e\u5206\u6790<\/li>\n<li>C\uff08Conclusion\uff09\uff1a\u5206\u6790\u7d50\u679c\u304b\u3089\u7d50\u8ad6\u3092\u5c0e\u304f<\/li>\n<\/ul>\n<p>\u3053\u306e\u6d41\u308c\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u300c\u4f55\u304c\u672a\u6c7a\u5b9a\u3067\u6b62\u307e\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u5207\u308a\u5206\u3051\u3084\u3059\u304f\u306a\u308a\u3001\u9069\u5207\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308c\u3070\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u6709\u76ca\u306a\u60c5\u5831\u3092\u898b\u3064\u3051\u51fa\u305b\u307e\u3059\u3002<\/strong><\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u591a\u304f\u306e\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n<h2>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3067\u304d\u308b\u3053\u30683\u3064<\/h2>\n<p>\u5f53\u30e1\u30c7\u30a3\u30a2\u3092\u904b\u55b6\u3059\u308b\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u7d42\u308f\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e8b\u696d\u306e\u5224\u65ad\u306b\u5fc5\u8981\u306a\u6839\u62e0\u3092\u305d\u308d\u3048\u3001\u6b21\u306e\u6253\u3061\u624b\u307e\u3067\u843d\u3068\u3057\u8fbc\u3080\u652f\u63f4\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u3001<\/p>\n<ul>\n<li>\u58f2\u4e0a\u306e\u5411\u4e0a\u30fb\u6539\u5584\u304c\u3067\u304d\u308b<\/li>\n<li>\u30e0\u30c0\u306e\u306a\u3044\u5728\u5eab\u7ba1\u7406\u304c\u3067\u304d\u308b<\/li>\n<li>\u696d\u52d9\u306e\u5de5\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b<\/li>\n<\/ul>\n<p>\u306e3\u3064\u306b\u5206\u3051\u3066\u6574\u7406\u3057\u3001\u5404\u30c6\u30fc\u30de\u3067<strong>\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u4f55\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u304b<\/strong>\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>\u58f2\u4e0a\u306e\u5411\u4e0a\u30fb\u6539\u5584\u304c\u3067\u304d\u308b<\/h3>\n<p><strong>\u58f2\u4e0a\u306e\u5411\u4e0a\u30fb\u6539\u5584\u306f\u3001\u58f2\u4e0a\u3092\u52d5\u304b\u3059\u8981\u56e0\u3092\u5206\u89e3\u3057\u3001\u6b21\u306e\u6253\u3061\u624b\u3092\u9078\u3079\u308b\u5224\u65ad\u6750\u6599\u306b\u5909\u3048\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u300c\u8ab0\u304c\u30fb\u4f55\u3092\u30fb\u3044\u3064\u8cb7\u3063\u305f\u304b\u300d\u3067\u6574\u7406\u3057\u3001\u8cfc\u5165\u983b\u5ea6\u3084\u5024\u5f15\u304d\u7387\u3082\u3042\u308f\u305b\u3066\u898b\u308b\u3068\u3001\u72d9\u3046\u5ba2\u5c64\u3084\u4f38\u3070\u3059\u5546\u54c1\u3001\u6539\u5584\u3059\u3079\u304d\u5c0e\u7dda\u306e\u4eee\u8aac\u3092\u7f6e\u3051\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u65bd\u7b56\u306e\u524d\u5f8c\u3067\u540c\u3058\u6307\u6a19\u3092\u8ffd\u3046\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u300c\u3069\u3053\u304c\u5909\u308f\u3063\u305f\u304b\u300d\u3092\u793e\u5185\u3067\u8aac\u660e\u3067\u304d\u308b\u6839\u62e0\u304c\u6b8b\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30e0\u30c0\u306e\u306a\u3044\u5728\u5eab\u7ba1\u7406\u304c\u3067\u304d\u308b<\/h3>\n<p><strong>\u30e0\u30c0\u306e\u306a\u3044\u5728\u5eab\u7ba1\u7406\u306f\u3001\u6b20\u54c1\u306e\u8a31\u5bb9\u6c34\u6e96\u3092\u6c7a\u3081\u305f\u3046\u3048\u3067\u3001\u767a\u6ce8\u5224\u65ad\u306e\u6839\u62e0\u3092\u6b8b\u3059\u3053\u3068<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u8ca9\u58f2\u5b9f\u7e3e\u3001\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u3001\u5b63\u7bc0\u6027\u306a\u3069\u306e\u524d\u63d0\u304c\u305d\u308d\u3046\u3068\u3001\u6b20\u54c1\u3068\u904e\u5270\u5728\u5eab\u306e\u4e21\u65b9\u3092\u6291\u3048\u308b\u5224\u65ad\u3092\u7d44\u307f\u7acb\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e88\u6e2c\u3068\u5b9f\u7e3e\u306e\u5dee\u3001\u767a\u6ce8\u70b9\u3084\u5b89\u5168\u5728\u5eab\u306e\u898b\u76f4\u3057\u7d50\u679c\u306a\u3069\u3092\u8a18\u9332\u3059\u308b\u3053\u3068\u3067\u3001\u30ba\u30ec\u306e\u539f\u56e0\u3092\u6b21\u306e\u767a\u6ce8\u30eb\u30fc\u30eb\u3078\u3064\u306a\u3052\u3089\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3>\u696d\u52d9\u306e\u5de5\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b<\/h3>\n<p><strong>\u696d\u52d9\u306e\u5de5\u6570\u3092\u6e1b\u3089\u3059\u306b\u306f\u3001\u96c6\u8a08\u3068\u78ba\u8a8d\u306e\u5f80\u5fa9\u3084\u624b\u623b\u308a\u304c\u8d77\u304d\u308b\u5de5\u7a0b\u3092\u6e1b\u3089\u3057\u3001\u5224\u65ad\u307e\u3067\u306e\u624b\u9806\u3092\u77ed\u304f\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u6240\u5728\u304c\u5206\u304b\u308c\u308b\u3001\u6307\u6a19\u306e\u5b9a\u7fa9\u304c\u63c3\u308f\u306a\u3044\u3001\u78ba\u8a8d\u8005\u3084\u671f\u9650\u304c\u66d6\u6627\u3001\u306e\u3069\u308c\u304b\u304c\u3042\u308b\u3068\u3001\u4f5c\u696d\u304c\u6b62\u307e\u308a\u304c\u3061\u3067\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u300c\u4f55\u3092\u3069\u306e\u7c92\u5ea6\u3067\u96c6\u8a08\u3057\u3001\u8ab0\u304c\u4f55\u3092\u898b\u3066\u5224\u65ad\u3059\u308b\u304b\u300d\u3092\u63c3\u3048\u308b\u3060\u3051\u3067\u3082\u3001\u8ee2\u8a18\u3084\u5dee\u5206\u78ba\u8a8d\u306e\u5f80\u5fa9\u306f\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n<h2>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6d3b\u7528\u4e8b\u4f8b4\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u306e\u5c0e\u5165\u4e8b\u4f8b\u30924\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u682a\u5f0f\u4f1a\u793e\u30c7\u30b6\u30a4\u30f3\u30d5\u30a3\u30eb\u69d8<\/li>\n<li>\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8<\/li>\n<li>\u682a\u5f0f\u4f1a\u793e\u30b9\u30c8\u30e9\u30a4\u30d7\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u69d8<\/li>\n<li>\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8<\/li>\n<\/ul>\n<p>\u305d\u308c\u305e\u308c\u306e\u4f01\u696d\u69d8\u304c\u5225\u3005\u306e\u8ab2\u984c\u3092\u6301\u3063\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306bCacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c0e\u5165\u3092\u3054\u6c7a\u65ad\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u3069\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u3092\u9032\u3081\u308b\u306e\u304b<\/strong>\u3092\u7d39\u4ecb\u3057\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u3010\u4e8b\u4f8b1\u3011\u682a\u5f0f\u4f1a\u793e\u30c7\u30b6\u30a4\u30f3\u30d5\u30a3\u30eb\u69d8\uff5c\u30e1\u30fc\u30ab\u30fc\u696d\u754c<\/h3>\n<p>\u682a\u5f0f\u4f1a\u793e\u30c7\u30b6\u30a4\u30f3\u30d5\u30a3\u30eb\u69d8\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u3092\u901a\u3058\u3066\u751f\u6d3b\u3092\u697d\u3057\u304f\u3059\u308b\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u4eba\u3005\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8c4a\u304b\u306b\u3059\u308b\u3053\u3068\u3092\u7406\u5ff5\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30fc\u30ab\u30fc\u696d\u754c\u306e\u4f01\u696d\u69d8\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001<strong>\u9700\u8981\u4e88\u6e2c\u3084\u5728\u5eab\u7ba1\u7406\u3067Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5c0e\u5165<\/strong>\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5c0e\u5165\u306e\u80cc\u666f\u304b\u3089\u52b9\u679c\u307e\u3067\u3001\u4ee5\u4e0b\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u80cc\u666f\uff08\u8ab2\u984c\u30fb\u30cb\u30fc\u30ba\uff09<\/strong><\/li>\n<\/ul>\n<p>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c0e\u5165\u306e\u304d\u3063\u304b\u3051\u306f\u3001\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u30c7\u30b6\u30a4\u30f3\u4e8b\u696d\u306e1\u3064\u300c\u30df\u30c9\u30ea\u300d\u306b\u304a\u3051\u308b\u30d9\u30c6\u30e9\u30f3\u793e\u54e1\u306e\u5b9a\u5e74\u9000\u8077\u3067\u3057\u305f\u3002<\/p>\n<p>\u30d9\u30c6\u30e9\u30f3\u793e\u54e1\u306e\u65b9\u304c\u7d4c\u9a13\u3084\u30ce\u30a6\u30cf\u30a6\u3092\u3082\u3068\u306b\u9700\u8981\u4e88\u6e2c\u3092\u884c\u3044\u3001\u751f\u7523\u6307\u793a\u3092\u51fa\u3057\u3066\u3044\u305f\u305f\u3081\u3001<strong>\u5224\u65ad\u306e\u6839\u62e0\u304c\u6b8b\u308a\u306b\u304f\u3044\u70b9\u304c\u8ab2\u984c<\/strong>\u3067\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001<strong>\u73fe\u72b6\u3092\u6574\u7406\u3057\u3001\u9700\u8981\u4e88\u6e2c\u306e\u30ed\u30b8\u30c3\u30af\u3092\u5b9a\u3081\u308b\u305f\u3081<\/strong>\u306b\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u5c0e\u5165\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3057\u305f\u5185\u5bb9<\/strong><\/li>\n<\/ul>\n<p>\u307e\u305a\u3001<strong>\u9700\u8981\u4e88\u6e2c\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u304c\u90e8\u7f72\u3084\u5f62\u5f0f\u3054\u3068\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u305f\u305f\u3081\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3001\u6708\u6b21\u3067\u4e88\u6e2c\u3068\u5b9f\u7e3e\u3092\u7167\u5408\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u7740\u624b<\/strong>\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u5f8c\u3001\u6e96\u5099\u671f\u9593\u3092\u7d4c\u3066\u30012020\u5e747\u6708\u3088\u308a\u300c\u9700\u8981\u4e88\u6e2c\u30b7\u30b9\u30c6\u30e0\u300d\u3068\u3057\u3066\u904b\u7528\u3092\u958b\u59cb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u9700\u8981\u4e88\u6e2c\u304b\u3089\u6700\u9069\u306a\u751f\u7523\u91cf\u3092\u6c7a\u3081\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u304c\u3001\u4ee5\u4e0b\u304c\u4ed5\u7d44\u307f\u5316\u3092\u884c\u3046\u4e0a\u3067\u96e3\u3057\u3044\u70b9\u3067\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\uff08\u767a\u6ce8\u304b\u3089\u7d0d\u54c1\u307e\u3067\u306b\u304b\u304b\u308b\u6642\u9593\uff09\u304c\u3042\u308b<\/li>\n<li>\u5404\u5546\u54c1\u3067\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u304c\u7570\u306a\u308b<\/li>\n<li>\u65e5\u3005\u306e\u8ca9\u58f2\u91cf\u304c\u4e0d\u78ba\u5b9f\u3067\u3042\u308b<\/li>\n<li>\u6b21\u5e74\u5ea6\u306b\u6301\u3061\u8d8a\u305b\u306a\u3044\u5546\u54c1\u306f\u58f2\u308a\u5207\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u3092\u540c\u6642\u306b\u8003\u616e\u3057\u3066\u751f\u7523\u8a08\u753b\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5c5e\u4eba\u7684\u306a\u5224\u65ad\u3060\u3051\u3067\u306f\u518d\u73fe\u304c\u96e3\u3057\u304f\u306a\u308a\u304c\u3061\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001<strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u624b\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u9700\u8981\u91cf\u306e\u898b\u7acb\u3066\u306b\u52a0\u3048\u3066\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u306a\u3069\u306e\u6761\u4ef6\u3092\u7e54\u308a\u8fbc\u307f\u3001\u5224\u65ad\u306e\u6839\u62e0\u3092\u6b8b\u3057\u306a\u304c\u3089\u751f\u7523\u91cf\u3092\u6c7a\u3081\u308b\u8a2d\u8a08\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u307e\u305f\u3001\u4eca\u56de\u306e\u5834\u5408\u306f\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u65b9\u304c\u3069\u306e\u3088\u3046\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u5728\u5eab\u7ba1\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u306e\u30d2\u30a2\u30ea\u30f3\u30b0\u3082\u4e01\u5be7\u306b\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u306f\u3001<strong>\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u91cd\u306d\u308b\u3053\u3068\u3067\u4e00\u7dd2\u306b\u6539\u5584\u3092\u76ee\u6307\u3057\u3001\u81ea\u8d70\u3067\u304d\u308b\u3088\u3046\u30b5\u30dd\u30fc\u30c8\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/strong><\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u52b9\u679c<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u52b9\u679c\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u751f\u7523\u6570\u306b\u5bfe\u3057\u3066\u904e\u4e0d\u8db3\u304c\u8d77\u3053\u3063\u305f\u6642\u3001\u539f\u56e0\u8ffd\u53ca\u304c\u7d20\u65e9\u304f\u306a\u3063\u305f<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u6839\u62e0\u306b\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<li>\u7d4c\u9a13\u5024\u304b\u3089\u6c7a\u5b9a\u3057\u3066\u305f\u751f\u7523\u91cf\u30fb\u4f59\u5270\u91cf\u304c\u898b\u3048\u308b\u5316\u3055\u308c\u305f<\/li>\n<li>\u6b20\u54c1\u984d\u30924\u5272\u524a\u6e1b\u3067\u304d\u305f<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u90e8\u306e\u65b0\u8a2d<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5c0e\u5165\u3059\u308b\u3060\u3051\u3067\u3082\u3001\u4ee5\u4e0a\u306e\u52b9\u679c\u304c\u5f97\u3089\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u3088\u308b\u4ed5\u7d44\u307f\u5316\u3060\u3051\u3067\u306a\u304f\u3001<strong>\u4f01\u696d\u69d8\u81ea\u8eab\u304c\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u5bfe\u3057\u3066\u524d\u5411\u304d\u306b\u306a\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u540c\u3058\u3088\u3046\u306a\u8ab2\u984c\u70b9\u3067\u304a\u60a9\u307f\u306e\u4e8b\u696d\u8005\u306e\u65b9\u306f\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p style=\"text-align: right;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/designphil\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c0e\u5165\u4e8b\u4f8b\u300c\u682a\u5f0f\u4f1a\u793e\u30c7\u30b6\u30a4\u30f3\u30d5\u30a3\u30eb\u69d8\u300d<\/a><\/p>\n<h3>\u3010\u4e8b\u4f8b2\u3011\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8\uff5cEC\u30fb\u5c0f\u58f2\u696d\u754c<\/h3>\n<p>\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8\u306f\u3001EC\u5c55\u958b\u3082\u3044\u3061\u65e9\u304f\u884c\u3044\u3001\u5b9f\u5e97\u8217\u3067\u3082\u3053\u308c\u307e\u3067\u306e\u30a2\u30d1\u30ec\u30eb\u696d\u754c\u306b\u306a\u304b\u3063\u305f\u65b0\u305f\u306a\u53d6\u308a\u7d44\u307f\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u4f01\u696d\u69d8\u3067\u3059\u3002<\/p>\n<p>\u96e2\u8131\u7387\u306e\u6539\u5584\u3084\u30a2\u30af\u30c6\u30a3\u30d6\u4f1a\u54e1\u3092\u5897\u3084\u3059\u305f\u3081\u306e<strong>\u9867\u5ba2\u5206\u6790<\/strong>\u306b\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u3054\u6d3b\u7528\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5c0e\u5165\u306e\u80cc\u666f\u304b\u3089\u52b9\u679c\u307e\u3067\u3001\u4ee5\u4e0b\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u80cc\u666f\uff08\u8ab2\u984c\u30fb\u30cb\u30fc\u30ba\uff09<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u304d\u3063\u304b\u3051\u306f\u3001<strong>\u96e2\u8131\u7387\u306e\u6539\u5584<\/strong>\u3068\u3001<strong>\u4f1a\u54e1\u3092\u3044\u304b\u306b\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u3059\u308b\u304b<\/strong>\u304c\u8ab2\u984c\u306b\u306a\u3063\u3066\u3044\u305f\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3067\u4e00\u5ea6\u306f\u8cb7\u3063\u3066\u304f\u308c\u305f\u3082\u306e\u306e\u3001\u6b21\u306b\u3064\u306a\u304c\u308a\u306b\u304f\u3044\u9867\u5ba2\u304c\u3044\u308b\u306a\u3069\u3001\u7d99\u7d9a\u5229\u7528\u3092\u5897\u3084\u3059\u305f\u3081\u306e\u6253\u3061\u624b\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u624b\u3092\u6253\u3064\u306b\u3057\u3066\u3082\u3001\u4f1a\u54e1\u304c\u591a\u3044\u4e2d\u3067\u300c\u3069\u3046\u5206\u3051\u3066\u3001\u3069\u3046\u4f1d\u3048\u308b\u306e\u304c\u826f\u3044\u304b\u300d\u304c\u5206\u304b\u3089\u305a\u3001\u5224\u65ad\u304c\u6b62\u307e\u308a\u3084\u3059\u3044\u72b6\u6cc1\u304c\u3042\u3063\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3057\u305f\u5185\u5bb9<\/strong><\/li>\n<\/ul>\n<p>\u652f\u63f4\u3067\u306f\u3001\u500b\u4eba\u60c5\u5831\u3092\u9664\u3044\u305f\u9867\u5ba2\u60c5\u5831\u3068\u3001\u30ea\u30a2\u30eb\u5e97\u8217\u30fbEC\u53cc\u65b9\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001<strong>\u5c5e\u6027\u3084\u30d6\u30e9\u30f3\u30c9\u3001\u8cfc\u5165\u983b\u5ea6\u3001\u5024\u5f15\u304d\u7387\u306a\u3069\u306e\u89b3\u70b9\u304b\u3089\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong>\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u9867\u5ba2\u3092\u300c\u8cb7\u3044\u65b9\u306e\u50be\u5411\u300d\u3067\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3057\u3001\u3069\u306e\u5c64\u306b\u3069\u3093\u306a\u65bd\u7b56\u304c\u52b9\u304d\u3084\u3059\u3044\u304b\u3092\u8003\u3048\u308b\u305f\u3081\u306e\u571f\u53f0\u3065\u304f\u308a\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u3046\u3048\u3067\u3001\u5404\u30d6\u30e9\u30f3\u30c9\u306e\u5e74\u9f62\u5c64\u3084\u5024\u5f15\u304d\u306e\u52b9\u679c\u306a\u3069\u3082\u542b\u3081\u3001\u60f3\u5b9a\u3068\u30c7\u30fc\u30bf\u306e\u30ba\u30ec\u304c\u3069\u3053\u306b\u3042\u308b\u304b\u3092\u628a\u63e1\u3067\u304d\u308b\u5f62\u306b\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u52b9\u679c<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u52b9\u679c\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7279\u5fb4\u304c\u5206\u304b\u308a\u3001<strong>\u300c\u8ab0\u306b\u5411\u3051\u305f\u65bd\u7b56\u304b\u300d\u3092\u7f6e\u3051\u308b<\/strong>\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<li>\u8cfc\u5165\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u542b\u3081\u3066\u6574\u7406\u3067\u304d\u3001<strong>\u512a\u5148\u9806\u4f4d\u306e\u5224\u65ad<\/strong>\u304c\u3057\u3084\u3059\u304f\u306a\u3063\u305f<\/li>\n<li>\u5546\u54c1\u4e2d\u5fc3\u306e\u898b\u65b9\u306b\u52a0\u3048\u3066\u3001<strong>\u9867\u5ba2\u8d77\u70b9\u306e\u898b\u65b9<\/strong>\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8003\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<\/ul>\n<p>\u9867\u5ba2\u3092\u300c\u8cfc\u5165\u91d1\u984d\u3060\u3051\u300d\u3067\u898b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8cb7\u3044\u65b9\u306e\u9055\u3044\u307e\u3067\u542b\u3081\u3066\u6574\u7406\u3067\u304d\u308b\u3068\u3001\u65bd\u7b56\u306e\u72d9\u3044\u304c\u5408\u308f\u305b\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u9867\u5ba2\u5206\u6790\u3092\u9032\u3081\u305f\u3044\u306e\u306b\u3001\u5206\u3051\u65b9\u3084\u5224\u65ad\u8ef8\u304c\u6c7a\u307e\u3089\u305a\u624b\u304c\u6b62\u307e\u308a\u3084\u3059\u3044\u5834\u5408\u306f\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p style=\"text-align: right;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/urbanresearch\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c0e\u5165\u4e8b\u4f8b\u300c\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8\u300d<\/a><\/p>\n<h3>\u3010\u4e8b\u4f8b3\u3011\u682a\u5f0f\u4f1a\u793e\u30b9\u30c8\u30e9\u30a4\u30d7\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u69d8\uff5cEC\u30fb\u5c0f\u58f2\u696d\u754c<\/h3>\n<p>\u682a\u5f0f\u4f1a\u793e\u30b9\u30c8\u30e9\u30a4\u30d7\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u69d8\u306f\u3001\u6709\u6599\u4f1a\u54e1\u65703\u4e07\u4eba\u3001\u30a2\u30d7\u30ea\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u6570\u306f100\u4e07\u4ef6\u3092\u7a81\u7834\u3059\u308b\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u300c\u30e1\u30c1\u30e3\u30ab\u30ea\u300d\u3092\u904b\u55b6\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u65bd\u7b56\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u524d\u306b\u9032\u3081\u308b\u305f\u3081\u306e<strong>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u524d\u5206\u6790\uff09<\/strong>\u306b\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u3054\u6d3b\u7528\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5c0e\u5165\u306e\u80cc\u666f\u304b\u3089\u52b9\u679c\u307e\u3067\u3001\u4ee5\u4e0b\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u80cc\u666f\uff08\u8ab2\u984c\u30fb\u30cb\u30fc\u30ba\uff09<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u304d\u3063\u304b\u3051\u306f\u3001\u5225\u4e8b\u696d\u3067\u306e\u63a5\u70b9\u306b\u52a0\u3048\u3001\u30a2\u30d1\u30ec\u30eb\u9818\u57df\u3067\u306e\u5b9f\u7e3e\u3092\u77e5\u3063\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u305f\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u65bd\u7b56\u3092\u4f38\u3070\u3059\u306b\u306f\u3001<strong>\u300c\u3069\u3093\u306a\u884c\u52d5\u3092\u53d6\u3063\u305f\u9867\u5ba2\u304c\u7d99\u7d9a\u3057\u3084\u3059\u3044\u306e\u304b\u300d\u3092\u5206\u6790\u3057\u3066\u62bc\u3055\u3048\u308b\u5fc5\u8981<\/strong>\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u3063\u305f\u3068\u4f3a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u611f\u899a\u3067\u56de\u3057\u304c\u3061\u306a\u65bd\u7b56\u5224\u65ad\u3092\u3001\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3067\u304d\u308b\u72b6\u614b\u306b\u5bc4\u305b\u308b\u305f\u3081\u306e\u53d6\u308a\u7d44\u307f\u304c\u9032\u3081\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3057\u305f\u5185\u5bb9<\/strong><\/li>\n<\/ul>\n<p>\u307e\u305a\u3001\u65b0\u898f\u4e8b\u696d\u3068\u3057\u3066\u3001\u58f2\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u8981\u7d20\u3092KPI\u3068\u3057\u3066\u3069\u3046\u7f6e\u304f\u304b\u306e\u691c\u8a0e\u304b\u3089\u59cb\u307e\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u300c\u30e1\u30c1\u30e3\u30ab\u30ea\u300d\u306f\u30b5\u30d6\u30b9\u30af\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001<strong>\u58f2\u4e0a\u6700\u5927\u5316\u306b\u5411\u3051\u3066CLTV\uff08\u9867\u5ba2\u751f\u6daf\u4fa1\u5024\uff09\u306e\u8981\u7d20\u5206\u89e3<\/strong>\u3092\u884c\u3044\u3001\u3069\u306e\u6570\u5b57\u3092\u8ffd\u3046\u3068\u65bd\u7b56\u5224\u65ad\u306b\u3064\u306a\u304c\u308b\u304b\u3092\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>CLTV\u3092\u300c\u9867\u5ba2\u5358\u4f4d\u306e\u58f2\u4e0a \u00d7 \u7d99\u7d9a\u671f\u9593\u300d\u306b\u5206\u3051\u3001\u305d\u308c\u305e\u308c\u3092KPI\u3068\u3057\u3066\u898b\u308b\u3053\u3068\u3067\u3001\u65bd\u7b56\u306e\u4e8b\u524d\u5206\u6790\u304c\u3067\u304d\u308b\u5f62\u306b\u6574\u3048\u307e\u3057\u305f\u3002<\/p>\n<div class=\"well2\" style=\"text-align: left;\">\u4e00\u822c\u306bCLTV\uff08\u9867\u5ba2\u751f\u6daf\u4fa1\u5024\uff09\u306fLTV\u3068\u3082\u547c\u3070\u308c\u3001\u540c\u3058\u610f\u5473\u3067\u7528\u3044\u3089\u308c\u307e\u3059\u30021\u4eba\u306e\u9867\u5ba2\u304c\u81ea\u793e\u306b\u5bfe\u3057\u3066\u3069\u308c\u3060\u3051\u306e\u5229\u76ca\u3092\u3082\u305f\u3089\u3059\u304b\u3092\u6570\u5024\u5316\u3057\u305f\u6307\u6a19\u3067\u3059\u3002<\/div>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u52b9\u679c<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u52b9\u679c\u306f\u3001\u300c<strong>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u6709\u52b9\u304b\u3069\u3046\u304b\u3092\u30c7\u30fc\u30bf\u3067\u5224\u65ad\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/strong>\u300d\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u73fe\u5728\u3082\u53d6\u308a\u7d44\u307f\u4e2d\u3067\u3042\u308a\u3001\u4eca\u5f8c\u306f\u5546\u54c1\u3084\u5728\u5eab\u91cf\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u5206\u6790\u306b\u3082\u643a\u308f\u3089\u305b\u3066\u3044\u305f\u3060\u304f\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u65bd\u7b56\u306e\u52b9\u679c\u3092\u4e8b\u524d\u306b\u898b\u7acb\u3066\u3089\u308c\u308b\u3068\u3001\u5b9f\u884c\u524d\u306e\u5224\u65ad\u304c\u63c3\u3044\u3084\u3059\u304f\u306a\u308a\u3001\u6539\u5584\u306e\u56de\u8ee2\u3082\u4e0a\u3052\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p style=\"text-align: right;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/stripe\/\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c0e\u5165\u4e8b\u4f8b\u300c\u682a\u5f0f\u4f1a\u793e\u30b9\u30c8\u30e9\u30a4\u30d7\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u69d8\u300d<\/a><\/p>\n<h3>\u3010\u4e8b\u4f8b4\u3011\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8\uff5c\u88fd\u85ac\u696d\u754c<\/h3>\n<p>\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8\u306f\u30011900\u5e74\u5275\u696d\u306e\u8001\u8217\u88fd\u85ac\u4f1a\u793e\u3067\u3001\u6f22\u65b9\u85ac\u306e\u88fd\u9020\u3092\u5f97\u610f\u3068\u3059\u308b\u4f01\u696d\u69d8\u3067\u3059\u3002<\/p>\n<p>\u826f\u54c1\u7387100\uff05\u3092\u63b2\u3052\u305f\u54c1\u8cea\u5411\u4e0a\u306e\u53d6\u308a\u7d44\u307f\u306e\u4e2d\u3067\u3001\u30c7\u30fc\u30bf\u30a4\u30f3\u30c6\u30b0\u30ea\u30c6\u30a3\u3078\u306e\u5bfe\u5fdc\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u30c7\u30b8\u30bf\u30eb\u6d3b\u7528\u3092\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u3054\u6d3b\u7528\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5c0e\u5165\u306e\u80cc\u666f\u304b\u3089\u52b9\u679c\u307e\u3067\u3001\u4ee5\u4e0b\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u80cc\u666f\uff08\u8ab2\u984c\u30fb\u30cb\u30fc\u30ba\uff09<\/strong><\/li>\n<\/ul>\n<p>\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8\u3067\u306f\u3001\u54c1\u8cea\u3092\u9ad8\u3081\u7d9a\u3051\u308b\u305f\u3081\u306e\u53d6\u308a\u7d44\u307f\u3068\u3057\u3066\u3001<strong>LIMS\uff08\u5b9f\u9a13\u5ba4\u60c5\u5831\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\u306e\u5c0e\u5165<\/strong>\u3092\u9032\u3081\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u6e96\u5099\u3068\u3057\u3066\u3001<strong>\u6570\u767e\u4ef6\u306e\u627f\u8a8d\u66f8\u30841,000\u4ef6\u8d85\u306e\u5e02\u8ca9\u85ac\u60c5\u5831\u306a\u3069\u3001\u5927\u91cf\u306e\u6587\u66f8\u30c7\u30fc\u30bf\u3092\u30c7\u30b8\u30bf\u30eb\u5316\u30fb\u6574\u5099\u3059\u308b\u5fc5\u8981<\/strong>\u304c\u3042\u3063\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>PDF\u304b\u3089\u306e\u6587\u5b57\u8d77\u3053\u3057\u3084\u6574\u5f62\u306a\u3069\u3001\u624b\u4f5c\u696d\u3067\u306f\u624b\u9593\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u62c5\u5f53\u8005\u306e\u8ca0\u8377\u304c\u9ad8\u304f\u306a\u308a\u3084\u3059\u3044\u72b6\u6cc1\u304c\u8ab2\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li><strong>\u696d\u52d9\u52b9\u7387\u5316\u306e\u305f\u3081\u306b\u5b9f\u65bd\u3057\u305f\u5185\u5bb9<\/strong><\/li>\n<\/ul>\n<p>PDF\u306e\u6587\u5b57\u8d77\u3053\u3057\u3084\u3001<strong>\u52d5\u8a5e\u306e\u6574\u5f62\u51e6\u7406\u306a\u3069\u306e\u5b9a\u578b\u4f5c\u696d\u3092\u81ea\u52d5\u5316<\/strong>\u3057\u3001\u6587\u66f8\u30c7\u30fc\u30bf\u6574\u5099\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3059\u53d6\u308a\u7d44\u307f\u3092\u9032\u3081\u3066\u3044\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u5358\u306b\u4f5c\u696d\u3092\u4ee3\u66ff\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u3053\u3046\u3044\u3046\u90e8\u5206\u306f\u3053\u3046\u3057\u305f\u3089\u3069\u3046\u3067\u3059\u304b\u300d\u3068\u3044\u3063\u305f\u63d0\u6848\u3082\u542b\u3081\u3066\u3001\u9032\u3081\u65b9\u3092\u4e01\u5be7\u306b\u3059\u308a\u5408\u308f\u305b\u306a\u304c\u3089\u652f\u63f4\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u306e\u52b9\u679c<\/strong><\/li>\n<\/ul>\n<p>\u5c0e\u5165\u306e\u52b9\u679c\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u624b\u4f5c\u696d\u306e\u8ca0\u62c5\u3092\u5927\u304d\u304f\u6e1b\u3089\u3057\u3001\u62c5\u5f53\u8005\u306e\u8ca0\u8377\u3092\u4e0b\u3052\u3089\u308c\u305f<\/li>\n<li>\u6587\u66f8\u30c7\u30fc\u30bf\u6574\u5099\u3092\u9032\u3081\u3084\u3059\u304f\u306a\u308a\u3001LIMS\u5c0e\u5165\u306b\u5411\u3051\u305f\u6e96\u5099\u3092\u524d\u306b\u9032\u3081\u3089\u308c\u305f<\/li>\n<li>\u5b9a\u578b\u4f5c\u696d\u306e\u6642\u9593\u3092\u5727\u7e2e\u3057\u3001\u54c1\u8cea\u5411\u4e0a\u306e\u305f\u3081\u306e\u691c\u8a0e\u3084\u904b\u7528\u6574\u5099\u306b\u793e\u5185\u30ea\u30bd\u30fc\u30b9\u3092\u632f\u308a\u5411\u3051\u3084\u3059\u304f\u306a\u3063\u305f<\/li>\n<\/ul>\n<p>\u88fd\u85ac\u306e\u73fe\u5834\u3067\u306f\u3001\u54c1\u8cea\u3092\u5b88\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u6574\u5099\u304c\u5927\u304d\u306a\u8ca0\u62c5\u306b\u306a\u308a\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u907f\u3051\u3066\u901a\u308c\u306a\u3044\u30c6\u30fc\u30de\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<\/p>\n<p>\u540c\u3058\u3088\u3046\u306b\u3001\u6587\u66f8\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3084\u54c1\u8cea\u7ba1\u7406\u306eDX\u3067\u304a\u60a9\u307f\u306e\u5834\u5408\u306f\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p style=\"text-align: right;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/ominedo\/\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c0e\u5165\u4e8b\u4f8b\u300c\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8\u300d<\/a><\/p>\n<p>\u4ee5\u4e0a\u304c\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u3092\u5b9f\u969b\u306b\u5c0e\u5165\u30fb\u6d3b\u7528\u3057\u305f\u4f01\u696d\u306e\u4e8b\u4f8b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u7d39\u4ecb\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u4e8b\u4f8b\u3068\u3057\u3066\u7d39\u4ecb\u3059\u308b\u8a31\u53ef\u3092\u5f97\u3089\u308c\u305f\u4e00\u90e8\u306e\u4f01\u696d\u69d8\u3067\u3001\u4ed6\u306b\u3082\u591a\u6570\u306e\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u3053\u3053\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u4f01\u696d\u69d8\u306e\u4e8b\u4f8b\u4ee5\u5916\u306b\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u6d3b\u7528\u3067\u304d\u308b\u306e\u3067\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3236 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png\" alt=\"\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-768x225.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h3>\u4ed6\u306b\u3082\u6d3b\u7528\u53ef\u80fd\u306a\u4e8b\u4f8b\u3092\u7d39\u4ecb<\/h3>\n<p>\u5148\u307b\u3069\u7d39\u4ecb\u3057\u305f4\u3064\u306e\u696d\u754c\u4ee5\u5916\u3067\u3082\u3001<strong>\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u610f\u601d\u6c7a\u5b9a\u304c\u5fc5\u8981\u306a\u5834\u9762\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u60a9\u307f\u304c\u3042\u308b\u5834\u5408\u3082\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u4f7f\u3063\u3066\u8ab2\u984c\u89e3\u6c7a\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f5c\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><span style=\"background-color: rgba(0, 0, 0, 0);\">\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306a\u3069\u3067\u3001\u7e41\u5fd9\u306e\u6ce2\u306b\u5408\u308f\u305b\u305f\u914d\u7f6e\u304c\u7d44\u3081\u305a\u3001\u73fe\u5834\u306e\u8abf\u6574\u30b3\u30b9\u30c8\u304c\u81a8\u3089\u3080<\/span><\/li>\n<li><span style=\"background-color: rgba(0, 0, 0, 0);\">KPI\u304c\u5b9a\u307e\u3089\u305a\u65bd\u7b56\u304c\u5f53\u305f\u308a\u5916\u308c\u306e\u611f\u899a\u8ad6\u306b\u306a\u3063\u3066\u3044\u308b<\/span><\/li>\n<li><span style=\"background-color: rgba(0, 0, 0, 0);\">\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306f\u3042\u308b\u306e\u306b\u3001\u5ba2\u5c64\u306e\u5207\u308a\u5206\u3051\u3084\u6253\u3061\u624b\u306e\u512a\u5148\u9806\u4f4d\u304c\u6c7a\u3081\u3089\u308c\u306a\u3044<\/span><\/li>\n<li><span style=\"background-color: rgba(0, 0, 0, 0);\">EC\u306e\u4e8b\u696d\u6226\u7565\u3067\u3001\u3069\u306e\u6570\u5b57\u3092\u898b\u3066\u3069\u3053\u307e\u3067\u5224\u65ad\u3059\u308b\u304b\u304c\u30c1\u30fc\u30e0\u3067\u63c3\u308f\u306a\u3044<\/span><\/li>\n<li><span style=\"background-color: rgba(0, 0, 0, 0);\">\u73fe\u5834\u306e\u4f5c\u696d\u304c\u5c5e\u4eba\u5316\u3057\u3066\u3044\u3066\u3001\u6bce\u6708\u306e\u96c6\u8a08\u3084\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3000etc.<\/span><\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u4ee5\u5916\u306e\u8ab2\u984c\u3092\u304a\u6301\u3061\u306e\u4e8b\u696d\u8005\u69d8\u3082\u3001\u305c\u3072\u4e00\u5ea6\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3236 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png\" alt=\"\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-768x225.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u9078\u3070\u308c\u308b\u7406\u75313\u3064<\/h2>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u652f\u63f4\u306f\u3001\u300c\u8ab2\u984c\u304c\u307e\u3060\u66d6\u6627\u3067\u76f8\u8ac7\u3057\u3066\u3088\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u2026\u300d\u3068\u601d\u308f\u308c\u304c\u3061\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001\u305d\u3046\u3057\u305f\u4e0d\u5b89\u3092\u307b\u3069\u304f\u305f\u3081\u306b\u3001Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u4f9d\u983c\u5148\u3068\u3057\u3066\u9078\u3070\u308c\u308b3\u3064\u306e\u7406\u7531\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u3010\u7406\u75311\u3011\u8ab2\u984c\u304c\u56fa\u307e\u308a\u304d\u3063\u3066\u3044\u306a\u3044\u6bb5\u968e\u304b\u3089\u76f8\u8ac7\u3067\u304d\u308b<\/li>\n<li>\u3010\u7406\u75312\u3011\u89e3\u6c7a\u6848\u306e\u63d0\u6848\u307e\u3067\u7121\u6599\u3067\u9032\u3081\u3089\u308c\u308b<\/li>\n<li>\u3010\u7406\u75313\u3011\u4f34\u8d70\u3057\u306a\u304c\u3089\u6539\u5584\u3092\u9032\u3081\u3089\u308c\u308b<\/li>\n<\/ul>\n<p>\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u3010\u7406\u75311\u3011\u8ab2\u984c\u304c\u56fa\u307e\u308a\u304d\u3063\u3066\u3044\u306a\u3044\u6bb5\u968e\u304b\u3089\u76f8\u8ac7\u3067\u304d\u308b<\/h3>\n<p><strong>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u8ab2\u984c\u304c\u56fa\u307e\u308a\u304d\u3063\u3066\u3044\u306a\u3044\u6bb5\u968e\u3067\u3082\u76f8\u8ac7\u3092\u59cb\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u76ee\u7684\u3084\u72b6\u6cc1\u306e\u6574\u7406\u304b\u3089\u7740\u624b\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u6700\u521d\u306b\u300c\u4f55\u3092\u5224\u65ad\u3057\u305f\u3044\u304b\u300d\u3068\u300c\u5224\u65ad\u306b\u5fc5\u8981\u306a\u524d\u63d0\uff08\u898b\u308b\u6307\u6a19\u30fb\u5bfe\u8c61\u671f\u9593\u30fb\u7c92\u5ea6\u306a\u3069\uff09\u300d\u3092\u8a00\u8449\u306b\u3059\u308b\u3068\u3001\u6b21\u306b\u3084\u308b\u3053\u3068\u304c\u5206\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u6d17\u3044\u51fa\u3057\u3084\u793e\u5185\u306e\u78ba\u8a8d\u4e8b\u9805\u304c\u5148\u306b\u305d\u308d\u3044\u3001\u76f8\u8ac7\u5f8c\u306e\u3084\u308a\u53d6\u308a\u304c\u6ede\u308a\u306b\u304f\u304f\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3>\u3010\u7406\u75312\u3011\u89e3\u6c7a\u6848\u306e\u63d0\u6848\u307e\u3067\u7121\u6599\u3067\u9032\u3081\u3089\u308c\u308b<\/h3>\n<p><strong>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u76f8\u8ac7\u7121\u6599\u304b\u3064\u521d\u671f\u8cbb\u7528\u4e0d\u8981\u3067\u3001\u8ab2\u984c\u306e\u6d17\u3044\u51fa\u3057\u304b\u3089\u89e3\u6c7a\u306b\u5411\u3051\u305f\u63d0\u6848\u307e\u3067\u3092\u7121\u6599\u3067\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5368\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110.png\" alt=\"\" width=\"1693\" height=\"641\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110.png 1693w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110-300x114.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110-1024x388.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110-768x291.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-05-092110-1536x582.png 1536w\" sizes=\"auto, (max-width: 1693px) 100vw, 1693px\" \/><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff5c\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e<\/a><\/span><\/p>\n<p>\u793e\u5185\u691c\u8a0e\u3067\u306f\u3001\u898b\u7a4d\u3082\u308a\u4ee5\u524d\u306b\u300c\u3053\u306e\u8ab2\u984c\u306f\u30c7\u30fc\u30bf\u3067\u89e3\u3051\u308b\u306e\u304b\u300d\u300c\u3069\u306e\u30c7\u30fc\u30bf\u304c\u8981\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u305f\u3044\u5834\u9762\u304c\u51fa\u307e\u3059\u3002<\/p>\n<p>\u63d0\u6848\u307e\u3067\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u3042\u308b\u3053\u3068\u3067\u3001\u5c0e\u5165\u306e\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u6750\u6599\u3092\u305d\u308d\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3010\u7406\u75313\u3011\u4f34\u8d70\u3057\u306a\u304c\u3089\u6539\u5584\u3092\u9032\u3081\u3089\u308c\u308b<\/h3>\n<p><strong>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u5206\u6790\u7d50\u679c\u3092\u51fa\u3057\u3066\u7d42\u308f\u3089\u305b\u305a\u3001\u6539\u5584\u307e\u3067\u3092\u524d\u63d0\u306b\u4f34\u8d70\u3057\u306a\u304c\u3089\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u30c7\u30fc\u30bf\u6d3b\u7528\u306f\u3001\u5206\u6790\u306e\u6b63\u3057\u3055\u3060\u3051\u3067\u6210\u679c\u304c\u6c7a\u307e\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u73fe\u5834\u3067\u904b\u7528\u3067\u304d\u308b\u5f62\u306b\u843d\u3061\u308b\u304b\u3069\u3046\u304b\u3067\u5dee\u304c\u51fa\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u3053\u3046\u3044\u3063\u305f\u4f34\u8d70\u306e\u524d\u63d0\u304c\u3042\u308b\u3068\u3001\u6307\u6a19\u306e\u898b\u65b9\u3084\u5224\u65ad\u306e\u4ed5\u65b9\u304c\u793e\u5185\u306b\u6b8b\u308a\u3001\u53d6\u308a\u7d44\u307f\u304c\u5358\u767a\u3067\u7d42\u308f\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5916\u90e8\u652f\u63f4\u3092\u983c\u3080\u524d\u306b\u6c7a\u3081\u308b\u3053\u30683\u3064<\/h2>\n<p>\u5916\u90e8\u652f\u63f4\u3092\u4f7f\u3046\u304b\u3069\u3046\u304b\u306e\u691c\u8a0e\u3067\u9060\u56de\u308a\u306b\u306a\u308a\u3084\u3059\u3044\u306e\u306f\u3001\u300c\u4f9d\u983c\u5185\u5bb9\u300d\u3068\u300c\u793e\u5185\u306e\u5224\u65ad\u306e\u4ed5\u65b9\u300d\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u72b6\u614b\u3067\u8a71\u3092\u59cb\u3081\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7ae0\u3067\u6271\u3046\u306e\u306f\u3001\u5206\u6790\u306e\u5c02\u9580\u77e5\u8b58\u3067\u306f\u306a\u304f\u3001\u76f8\u8ac7\u3084\u898b\u7a4d\u3082\u308a\u3001\u4f53\u5236\u3065\u304f\u308a\u304c\u9032\u307f\u3084\u3059\u304f\u306a\u308b\u201c\u524d\u63d0\u306e\u6c7a\u3081\u4e8b\u201d\u3067\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001<\/p>\n<ol>\n<li>\u3069\u3053\u307e\u3067\u983c\u3080\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304f<\/li>\n<li>\u4f55\u3092\u6210\u679c\u7269\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u3066\u304a\u304f<\/li>\n<li>\u793e\u5185\u3067\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u6d41\u308c\u3092\u6c7a\u3081\u3066\u304a\u304f<\/li>\n<\/ol>\n<p>\u306e3\u70b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e3\u70b9\u304c\u5148\u306b\u6c7a\u307e\u3063\u3066\u3044\u308b\u3068\u3001\u76f8\u8ac7\u5f8c\u306e\u78ba\u8a8d\u5f80\u5fa9\u304c\u6e1b\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u6b62\u307e\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>1. \u3069\u3053\u307e\u3067\u983c\u3080\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304f<\/h3>\n<p>\u5916\u90e8\u652f\u63f4\u306b\u4efb\u305b\u308b\u7bc4\u56f2\u3092\u5148\u306b\u6c7a\u3081\u308b\u3068\u3001\u300c\u60f3\u5b9a\u5916\u306e\u4f5c\u696d\u300d\u304c\u5f8c\u304b\u3089\u5897\u3048\u308b\u4e8b\u614b\u3092\u9632\u304e\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u6574\u5099\u307e\u3067\u3092\u983c\u3080\u306e\u304b\u3001\u5206\u6790\u8a2d\u8a08\u307e\u3067\u3092\u983c\u3080\u306e\u304b\u3001\u6539\u5584\u65bd\u7b56\u306e\u691c\u8a3c\u307e\u3067\u8e0f\u307f\u8fbc\u3080\u306e\u304b\u3067\u3001\u5fc5\u8981\u306a\u4f53\u5236\u3082\u671f\u9593\u3082\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u3067\u306f\u3001<strong>\u7a93\u53e3\u306b\u306a\u308b\u62c5\u5f53\u8005\u304c\u300c\u793e\u5185\u3067\u3084\u308b\u3053\u3068\u300d\u3068\u300c\u5916\u90e8\u306b\u983c\u3080\u3053\u3068\u300d\u3092\u5207\u308a\u5206\u3051\u3001\u63d0\u4f9b\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3068\u671f\u9650\u3060\u3051\u3067\u3082\u5148\u306b\u62bc\u3055\u3048\u308b<\/strong>\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>2. \u4f55\u3092\u6210\u679c\u7269\u306b\u3059\u308b\u304b\u3092\u6c7a\u3081\u3066\u304a\u304f<\/h3>\n<p>\u6210\u679c\u7269\u3092\u6c7a\u3081\u308b\u3068\u3001\u9014\u4e2d\u306e\u3084\u308a\u53d6\u308a\u304c\u300c\u9032\u6357\u78ba\u8a8d\u300d\u3067\u306f\u306a\u304f\u300c\u5408\u610f\u5f62\u6210\u300d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u6210\u679c\u7269\u306f\u3001\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u6307\u6a19\u306e\u5b9a\u7fa9\u66f8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u691c\u8a3c\u306e\u8a2d\u8a08\u66f8\u306a\u3069\u3001\u904b\u7528\u306b\u6b8b\u308b\u5f62\u3067\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u793e\u5185\u3067\u306f\u300c\u4f55\u304c\u6b8b\u308c\u3070\u610f\u601d\u6c7a\u5b9a\u3067\u304d\u308b\u306e\u304b\u300d\u3092\u57fa\u6e96\u306b\u3059\u308b\u3068\u3001\u6210\u679c\u7269\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6d3b\u7528\u306e\u76ee\u7684\u306b\u5bc4\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>3. \u793e\u5185\u3067\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u6d41\u308c\u3092\u6c7a\u3081\u3066\u304a\u304f<\/h3>\n<p><strong>\u793e\u5185\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u6d41\u308c\u3092\u5148\u306b\u6c7a\u3081\u308b\u3068\u3001\u5916\u90e8\u652f\u63f4\u304c\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u3067\u6b62\u307e\u308b\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u3053\u3067\u3044\u3046\u78ba\u8a8d\u5f85\u3061\u306f\u3001\u5206\u6790\u7d50\u679c\u3084\u63d0\u6848\u304c\u51fa\u305f\u3042\u3068\u306b\u3001\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3001\u65bd\u7b56\u306e\u5b9f\u884c\u53ef\u5426\u3001\u512a\u5148\u5ea6\u306e\u5224\u65ad\u306a\u3069\u304c\u6c7a\u307e\u3089\u305a\u3001\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u9032\u3081\u306a\u3044\u72b6\u614b\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u78ba\u8a8d\u3001\u73fe\u5834\u306e\u904b\u7528\u78ba\u8a8d\u3001\u6700\u7d42\u5224\u65ad\u3092\u8ab0\u304c\u62c5\u3046\u304b\u3092\u6c7a\u3081\u3001\u56de\u7b54\u671f\u9650\u3082\u7f6e\u304f\u3068\u3001\u3084\u308a\u53d6\u308a\u304c\u6ede\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u3010\u5b9f\u969b\u306b\u805e\u3044\u3066\u307f\u305f\u3011\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099<\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5746\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf.png\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf.png 1280w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-300x169.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-1024x576.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-768x432.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-400x225.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-800x450.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u306e\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf-1200x675.png 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p>\u3053\u3053\u307e\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u4f7f\u3063\u3066\u81ea\u793e\u306e\u8ab2\u984c\u89e3\u6c7a\u3092\u3059\u308b\u306b\u306f\u201d\u5fc5\u8981\u306a\u6e96\u5099\u201d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u3001\u5b9f\u969b\u306b\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u300c\u3069\u3093\u306a\u6e96\u5099\u304c\u3042\u308c\u3070\u3044\u3044\u306e\u304b\u300d\u3092\u805e\u3044\u3066\u307f\u3066\u3001<strong>\u4ee5\u4e0b3\u3064\u304c\u5fc5\u8981<\/strong>\u3060\u3068\u3044\u3046\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u306e\u3067\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u76ee\u7684\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n<li>\u76ee\u7684\u3092\u8a2d\u5b9a\u3057\u305f\u80cc\u666f\u3084\u539f\u56e0\u306e\u6574\u7406\u3092\u3057\u3066\u304a\u304f<\/li>\n<li>\u76ee\u7684\u3092\u89e3\u6c7a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b<\/li>\n<\/ul>\n<p>\u7c21\u5358\u306b\u307e\u3068\u3081\u308b\u3068\u3001<strong>\u76ee\u7684\u3092\u6301\u3061\u3001\u539f\u56e0\u306e\u6574\u7406\u3092\u9032\u3081\u3066\u3001\u5206\u6790\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u5fc5\u8981<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u5192\u982d\u3067\u8aac\u660e\u3057\u305fPPDAC\u30b5\u30a4\u30af\u30eb\u306e<strong>\u300cP(\u554f\u984c)\u300d\u3084\u300cD(Data)\u300d\u3092\u4e8b\u524d\u306b\u6e96\u5099<\/strong>\u3057\u3066\u3044\u308b\u3068\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5733\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3.png\" alt=\"\" width=\"1006\" height=\"403\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3.png 1006w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-300x120.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-768x308.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-400x160.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/02\/PPDAC\u30b5\u30a4\u30af\u30eb\u89e3\u8aac\u56f3-800x320.png 800w\" sizes=\"auto, (max-width: 1006px) 100vw, 1006px\" \/><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u5f15\u7528\uff1a<a href=\"https:\/\/www.stat.go.jp\/dstart\/point\/seminar1\/01.html\" target=\"_blank\" rel=\"noopener\">PPDAC\u30b5\u30a4\u30af\u30eb\u3068\u306f\uff1f\uff5c\u7dcf\u52d9\u7701\u7d71\u8a08\u5c40<\/a><\/span><\/p>\n<p>\u305d\u308c\u305e\u308c\u306e\u6e96\u5099\u7269\u304c\u306a\u305c\u5fc5\u8981\u306a\u306e\u304b\u3001\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>\u3010\u6e96\u50991\u3011\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u76ee\u7684\u3092\u8a2d\u5b9a\u3059\u308b<\/h3>\n<p>\u307e\u305a1\u3064\u76ee\u306b\u3001<strong>\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u4f55\u3092\u826f\u304f\u3057\u305f\u3044\u306e\u304b\u3092\u6c7a\u3081\u3066\u304a\u304f\u306e\u304c\u91cd\u8981<\/strong>\u3068\u306e\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n<p>\u76ee\u7684\u304c\u66d6\u6627\u3060\u3068\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3082\u3001\u5206\u6790\u306e\u3084\u308a\u65b9\u3082\u3001\u5206\u6790\u7d50\u679c\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u3079\u304d\u304b\u3082\u4e0d\u660e\u78ba\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u3044\u3046\u76ee\u7684\u306f\u3001\u5b8c\u74a7\u306a\u8a00\u8449\u3067\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305a\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u201c\u6539\u5584\u3057\u305f\u3044\u5bfe\u8c61\u201d\u3092\u4e00\u8a00\u3067\u7f6e\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u306e\u30ea\u30d4\u30fc\u30c8\u7387\u3092\u4e0a\u3052\u305f\u3044<\/li>\n<li>\u5728\u5eab\u3092\u6700\u9069\u306a\u91cf\u306b\u4fdd\u3061\u305f\u3044<\/li>\n<li>\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u3092\u3057\u305f\u3044<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u306b\u6319\u3052\u305f\u76ee\u6a19\u306f\u4e00\u90e8\u3067\u3042\u308a\u3001\u4f01\u696d\u306b\u3088\u3063\u3066\u8a2d\u5b9a\u3059\u3079\u304d\u76ee\u7684\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u76ee\u7684\u304c\u5177\u4f53\u7684\u3067\u3042\u308c\u3070\u3042\u308b\u307b\u3069\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u52b9\u7387\u7684\u306b\u884c\u3048\u308b<\/strong>\u306e\u3067\u3001\u4e8b\u524d\u306b\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<h3>\u3010\u6e96\u50992\u3011\u76ee\u7684\u3092\u8a2d\u5b9a\u3057\u305f\u80cc\u666f\u3084\u539f\u56e0\u306e\u6574\u7406\u3092\u3057\u3066\u304a\u304f<\/h3>\n<p>2\u3064\u76ee\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u76ee\u7684\u3092\u8a2d\u5b9a\u3059\u308b\u3060\u3051\u3067\u306a\u304f<strong>\u76ee\u7684\u306e\u80cc\u666f\u3084\u539f\u56e0\u3092\u6574\u7406\u3057\u3066\u304a\u304f\u3053\u3068\u3082\u5fc5\u8981<\/strong>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u76ee\u7684\u3092\u8a2d\u5b9a\u3057\u305f\u80cc\u666f\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u89e3\u6c7a\u3059\u3079\u304d\u554f\u984c\u3092\u628a\u63e1\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u5728\u5eab\u3092\u6700\u9069\u306a\u91cf\u306b\u4fdd\u3061\u305f\u3044\u300d\u76ee\u7684\u3067\u3042\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u80cc\u666f\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u58f2\u308a\u5207\u308c\u306b\u306a\u308b\u3053\u3068\u304c\u5897\u3048\u3066\u304d\u3066\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u304c\u5897\u3048\u305f<\/li>\n<li>\u5728\u5eab\u304c\u591a\u304f\u306a\u3063\u3066\u3001\u7121\u99c4\u306a\u30b3\u30b9\u30c8\u304c\u5897\u3048\u3066\u304d\u305f<\/li>\n<\/ul>\n<p>\u76ee\u7684\u306f\u540c\u3058\u3067\u3059\u304c\u3001<strong>\u80cc\u666f\u304c\u9055\u3046\u3060\u3051\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u65b9\u5411\u6027\u3084\u5206\u6790\u7d50\u679c\u306e\u4f7f\u3044\u65b9\u304c\u5927\u304d\u304f\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u76ee\u7684\u3092\u8a2d\u5b9a\u3057\u305f\u80cc\u666f\u3092\u6574\u7406\u3057\u3066\u304a\u304f\u3060\u3051\u3067\u30c7\u30fc\u30bf\u5206\u6790\u306e\u52b9\u7387\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u306e\u3067\u3001\u3067\u304d\u308b\u3060\u3051\u80cc\u666f\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u6e96\u50993\u3011\u76ee\u7684\u3092\u89e3\u6c7a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b<\/h3>\n<p>\u6700\u5f8c\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b<strong>\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u304c\u5fc5\u8981<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u304c\u3042\u3063\u3066\u521d\u3081\u3066\u5206\u6790\u3092\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u3053\u308c\u306f\u6700\u91cd\u8981\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u3092\u305f\u3060\u6e96\u5099\u3057\u3066\u304a\u304f\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u76ee\u7684\u3092\u89e3\u6c7a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u9867\u5ba2\u306e\u30ea\u30d4\u30fc\u30c8\u7387\u3092\u4e0a\u3052\u305f\u3044\u300d\u3068\u3044\u3046\u76ee\u7684\u306e\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u306e\u5e74\u9f62\u306a\u3069\u306e\u9867\u5ba2\u60c5\u5831<\/li>\n<li>\u9867\u5ba2\u306e\u8cfc\u5165\u5c65\u6b74<\/li>\n<\/ul>\n<p>\u5206\u6790\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u304c\u306a\u3044\u3068\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u306f\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3067<strong>\u6d3b\u7528\u3059\u308b\u969b\u306b\u306f\u30c7\u30fc\u30bf\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046<\/strong>\u3002<\/p>\n<p>\u4ee5\u4e0a\u304c\u5b9f\u969b\u306b\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u805e\u3044\u3066\u5206\u304b\u3063\u305f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a3\u3064\u306e\u6e96\u5099\u3067\u3059\u3002<\/p>\n<p>\u3082\u3057\u300c\u3053\u306e\u30c7\u30fc\u30bf\u3063\u3066\u5f79\u306b\u7acb\u3064\u304b\u306a\uff1f\u300d\u300c\u305d\u3082\u305d\u3082\u30c7\u30fc\u30bf\u3063\u3066\u3069\u3046\u3084\u3063\u3066\u96c6\u3081\u308b\u306e\uff1f\u300d\u3068\u304a\u60a9\u307f\u3067\u3042\u308c\u3070\u3001\u305c\u3072\u4e00\u5ea6\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u306b\u76f8\u8ac7\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3236 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png\" alt=\"\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-768x225.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001<strong>\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u767a\u898b\u3059\u308b\u5b66\u554f\u306e\u3053\u3068\u3067\u3001\u6700\u8fd1\u306f\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u3082\u3088\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9=\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3059\u308b\u3053\u3068\u3001\u3068\u3044\u3046\u8a8d\u8b58\u3092\u6301\u3063\u3066\u3044\u308b\u65b9\u3082\u591a\u304f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u8ab2\u984c\u89e3\u6c7a\u3092\u3057\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u3082\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u30d3\u30b8\u30cd\u30b9\u306e\u4e16\u754c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u58f2\u4e0a\u3092\u5411\u4e0a\u30fb\u6539\u5584\u3059\u308b<\/li>\n<li>\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b<\/li>\n<li>\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3092\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e3\u3064\u306f\u30d3\u30b8\u30cd\u30b9\u3067\u5927\u304d\u306a\u8ab2\u984c\u306b\u306a\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u304c\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30014\u3064\u306e\u4f01\u696d\u69d8\u306e\u5c0e\u5165\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li>\u682a\u5f0f\u4f1a\u793e\u30c7\u30b6\u30a4\u30f3\u30d5\u30a3\u30eb\u69d8<\/li>\n<li>\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8<\/li>\n<li>\u682a\u5f0f\u4f1a\u793e\u30b9\u30c8\u30e9\u30a4\u30d7\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u69d8<\/li>\n<li>\u5927\u5cf0\u5802\u85ac\u54c1\u5de5\u696d\u682a\u5f0f\u4f1a\u793e\u69d8<\/li>\n<\/ol>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u3092\u660e\u78ba\u306b\u3057\u305f\u3044\u65b9\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001\u5f0a\u793e\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6e96\u5099\u306b\u3064\u3044\u3066\u3082\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u76ee\u7684\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n<li>\u76ee\u7684\u3092\u8a2d\u5b9a\u3057\u305f\u80cc\u666f\u3084\u539f\u56e0\u306e\u6574\u7406\u3092\u3057\u3066\u304a\u304f<\/li>\n<li>\u76ee\u7684\u304c\u89e3\u6c7a\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u304b\u5224\u65ad\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u3082\u3057\u3001\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u305f\u3044\u3051\u3069\u3001\u5c02\u9580\u7684\u306a\u793e\u54e1\u304c\u3044\u306a\u3044\u2026\u300d\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u81ea\u793e\u3067\u6d3b\u7528\u3067\u304d\u308b\u304b\u4e0d\u5b89\u2026\u300d\u3068\u304a\u60a9\u307f\u306e\u65b9\u306f\u3001\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_2236\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3236 size-full\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png\" alt=\"\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/03\/\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u516c\u5f0f-768x225.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u30d3\u30b8\u30cd\u30b9\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\uff1f\u300d \u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u6e96\u5099\u306f\u5fc5\u8981\uff1f\u300d \u3068\u6c17\u306b\u306a\u308a\u307e\u305b\u3093\u304b\u3002 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u767a\u898b\u3059\u308b\u5b66\u554f\u306e\u3053\u3068\u3067\u3001\u6700\u8fd1\u306f\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u3082\u9700\u8981\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u969b\u306b\u7528\u3044\u3089\u308c\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u58f2\u4e0a\u5411\u4e0a\u3084\u30b3\u30b9\u30c8\u30ab\u30c3\u30c8\u3001\u696d\u52d9\u306e\u81ea\u52d5\u5316\u306a\u3069\u304c\u884c\u3048\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3067\u304d\u308b\u3053\u3068 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6d3b\u7528\u4f8b \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6e96\u5099 \u306a\u3069\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f&hellip;","protected":false},"author":6,"featured_media":5977,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[78,169],"class_list":["post-2236","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analysis-case-study","tag-78","tag-169"],"_links":{"self":[{"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/posts\/2236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/comments?post=2236"}],"version-history":[{"count":35,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/posts\/2236\/revisions"}],"predecessor-version":[{"id":5978,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/posts\/2236\/revisions\/5978"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/media\/5977"}],"wp:attachment":[{"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/media?parent=2236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/categories?post=2236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cacco.co.jp\/datascience\/media\/wp-json\/wp\/v2\/tags?post=2236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}