{"id":5118,"date":"2025-10-01T16:09:27","date_gmt":"2025-10-01T07:09:27","guid":{"rendered":"https:\/\/cacco.co.jp\/datascience\/media\/\/?p=5118"},"modified":"2025-10-08T17:13:45","modified_gmt":"2025-10-08T08:13:45","slug":"%e8%b3%bc%e8%b2%b7%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e5%88%86%e6%9e%90%e3%81%97%e3%81%a6%e3%81%a7%e3%81%8d%e3%82%8b%e3%81%93%e3%81%a83%e3%81%a4%ef%bc%81%e5%88%86%e6%9e%90%e3%81%ae%e4%bb%95%e6%96%b9","status":"publish","type":"post","link":"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/5118\/","title":{"rendered":"\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u3067\u304d\u308b\u3053\u30683\u3064\uff01\u5206\u6790\u306e\u4ed5\u65b9\u3068\u6d3b\u7528\u4e8b\u4f8b\u3082\u7d39\u4ecb"},"content":{"rendered":"<div class=\"tcdce-body\"><p data-start=\"126\" data-end=\"214\">\u300c\u305d\u3082\u305d\u3082\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3063\u3066\u4f55\uff1f\u300d<br data-start=\"170\" data-end=\"173\" 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data-end=\"438\">\u521d\u3081\u3066\u3067\u3082\u3067\u304d\u308b\u5206\u6790\u306e\u9032\u3081\u65b9<\/li>\n<li data-start=\"441\" data-end=\"459\">\u5206\u6790\u7d50\u679c\u3092\u6d3b\u7528\u3057\u305f\u65bd\u7b56\u4f8b<\/li>\n<\/ul>\n<p data-start=\"461\" data-end=\"552\">\u3092\u3084\u3055\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"461\" data-end=\"552\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u81ea\u793e\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u6839\u62e0\u306b\u8ca9\u58f2\u6226\u7565\u3092\u8003\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6210\u679c\u306b\u3064\u306a\u304c\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u7b2c1\u6b69\u3092\u8e0f\u307f\u51fa\u305b\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p data-start=\"461\" data-end=\"552\">\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p data-start=\"461\" data-end=\"552\"><p style=\"text-align: center;\"><strong>\uff3c\u8ab0\u3067\u3082\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u53ef\u80fd\uff01\uff0f<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4150 size-large\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png\" alt=\"\u3044\u308d\u306f\u306b\u5206\u6790\" width=\"1024\" height=\"343\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-300x101.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-768x257.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727.png 1366w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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solid;\">\n<tbody>\n<tr>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000; background-color: #72c7fc;\">\n<h6>\u9805\u76ee<\/h6>\n<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000; background-color: #72c7fc;\">\n<h6>\u5185\u5bb9<\/h6>\n<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000; background-color: #72c7fc;\">\n<h6>\u5206\u6790\u3067\u306e\u6d3b\u7528\u4f8b<\/h6>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u8cfc\u5165\u65e5\u6642<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u9867\u5ba2\u304c\u8cfc\u5165\u3057\u305f\u65e5\u4ed8\u30fb\u6642\u9593<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u66dc\u65e5\u30fb\u6642\u9593\u5e2f\u5225\u306e\u58f2\u308c\u884c\u304d\u5206\u6790\u306b\u6d3b\u7528<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u8cfc\u5165\u5546\u54c1<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u5546\u54c1\u540d\u30fb\u5546\u54c1ID\u30fb\u5546\u54c1\u30ab\u30c6\u30b4\u30ea<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u58f2\u308c\u7b4b\u30fb\u30ab\u30c6\u30b4\u30ea\u50be\u5411\u306e\u628a\u63e1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u9867\u5ba2ID<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u9867\u5ba2\u500b\u4eba\u3092\u8b58\u5225\u3059\u308bID\uff08\u533f\u540d\u53ef\uff09<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u9867\u5ba2\u306e\u884c\u52d5\u5206\u6790\u306b\u6d3b\u7528<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u8cfc\u5165\u30c1\u30e3\u30cd\u30eb<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">EC\u30fb\u5e97\u8217\u306a\u3069\u306e\u8cfc\u5165\u5834\u6240<\/td>\n<td style=\"width: 33.3333%; border-style: solid; border-color: #000000;\">\u30c1\u30e3\u30cd\u30eb\u5225\u6226\u7565\u3084KPI\u6bd4\u8f03\u306b\u5229\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u4e0a\u8a18\u4ee5\u5916\u306b\u3082\u3001\u300c\u8cfc\u8cb7\u5358\u4fa1\u300d\u300c\u914d\u9001\u5148\u300d\u300c\u652f\u6255\u3044\u65b9\u6cd5\u300d\u306a\u3069\u3092\u76ee\u7684\u306b\u5fdc\u3058\u3066\u8ffd\u52a0\u53ce\u96c6\u3059\u308b\u3068\u3001\u5206\u6790\u306e\u5e45\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306f\u305d\u308c\u305e\u308c\u30ec\u30b7\u30fc\u30c8\u306b\u8a18\u9332\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u30011\u679a\u306e\u30ec\u30b7\u30fc\u30c8\u304b\u3089\u5f97\u3089\u308c\u308b\u60c5\u5831\u3060\u3051\u3067\u306f\u5206\u6790\u306b\u6d3b\u304b\u3059\u306e\u306f\u96e3\u3057\u3044\u3067\u3059\u3002<\/p>\n<p>\u305f\u304f\u3055\u3093\u306e\u30ec\u30b7\u30fc\u30c8\u3084POS\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u300c\u8ab0\u304c\u300d\u300c\u3044\u304f\u3089\u306e\u5546\u54c1\u3092\u300d\u300c\u4f55\u56de\u8cb7\u3063\u305f\u304b\u300d\u306a\u3069\u306e\u8981\u7d20\u3054\u3068\u306b\u96c6\u8a08\u3059\u308b\u3053\u3068\u3067\u58f2\u4e0a\u30a2\u30c3\u30d7\u306e\u30d2\u30f3\u30c8\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3092\u4eba\u624b\u3067\u884c\u3046\u306e\u306f\u6642\u9593\u3082\u624b\u9593\u3082\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u5f53\u30b5\u30a4\u30c8\u3092\u904b\u55b6\u3059\u308b\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e\u3067\u306f\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u58f2\u4e0a\u72b6\u6cc1\u3092\u300c\u4f1a\u54e1\u6570\u300d\u300c\u9867\u5ba2\u5358\u4fa1\u300d\u300c\u8cfc\u5165\u56de\u6570\u300d\u306e3\u3064\u306e\u8981\u7d20\u306b\u5206\u89e3\u3057\u3066\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3057\u3001\u8907\u96d1\u306a\u5206\u6790\u3092\u81ea\u52d5\u5b9f\u884c\u3059\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u3044\u308d\u306f\u306b\u5206\u6790<\/a>\u300f\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5134\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-22-105302.png\" alt=\"\" width=\"1323\" height=\"728\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-22-105302.png 1323w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-22-105302-300x165.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-22-105302-1024x563.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-22-105302-768x423.png 768w\" sizes=\"auto, (max-width: 1323px) 100vw, 1323px\" \/><\/a><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u53c2\u8003\uff1a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u3044\u308d\u306f\u306b\u5206\u6790<\/a>\u300f<\/span><\/p>\n<h3>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306f\u5206\u6790\u3059\u3079\u304d\uff1f<\/h3>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306f\u3001\u58f2\u4e0a\u3084\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p data-start=\"992\" data-end=\"1046\">\u306a\u305c\u306a\u3089\u3001<strong>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u9867\u5ba2\u306b\u4f55\u304c\u52b9\u304f\u304b\u3092\u6570\u5b57\u3067\u628a\u63e1\u3067\u304d\u3001\u5728\u5eab\u3084\u8ca9\u4fc3\u306e\u7121\u99c4\u3092\u6e1b\u3089\u3057\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u65bd\u7b56\u304c\u6253\u3066\u308b\u3088\u3046\u306b\u306a\u308b<\/strong>\u304b\u3089\u3067\u3059\u3002<\/p>\n<p data-start=\"820\" data-end=\"954\">\u4f8b\u3048\u3070\u3001\u8cfc\u5165\u5c65\u6b74\u304b\u3089\u300c\u5b9a\u671f\u7684\u306b\u8cfc\u5165\u3057\u3066\u304f\u308c\u308b\u9867\u5ba2\u5c64\u300d\u3084\u300c\u96e2\u53cd\u3057\u305d\u3046\u306a\u9867\u5ba2\u5c64\u300d\u3092\u7279\u5b9a\u3067\u304d\u3001\u30ea\u30d4\u30fc\u30c8\u65bd\u7b56\u3084\u5728\u5eab\u8abf\u6574\u3001\u5546\u54c1\u958b\u767a\u306b\u6d3b\u304b\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h2><a 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href=\"#link1\">\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306e\u5206\u6790\u7d50\u679c\u3092\u4f7f\u3063\u3066\u58f2\u4e0a\u3092\u4f38\u3070\u3059\u6d3b\u7528\u4f8b<\/a>\u300f\u306e\u7ae0\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30ea\u30d4\u30fc\u30c8\u7387\u3092\u6539\u5584\u3067\u304d\u308b<\/h3>\n<p><strong>\u9867\u5ba2\u3054\u3068\u306e\u8cfc\u8cb7\u30b5\u30a4\u30af\u30eb\u304c\u5206\u304b\u308b\u3068\u3001\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u9867\u5ba2\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7d50\u679c\u3068\u3057\u3066\u30ea\u30d4\u30fc\u30c8\u7387\u306e\u6539\u5584\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u5b9a\u671f\u7684\u306b\u8cb7\u3063\u3066\u304f\u308c\u308b\u9867\u5ba2\u306b\u306f\u30dd\u30a4\u30f3\u30c8\u30a2\u30c3\u30d7\u3084\u9650\u5b9a\u7279\u5178\u3092\u7528\u610f\u3057\u305f\u308a\u3001\u524d\u56de\u8cfc\u5165\u304b\u308990\u65e5\u7d4c\u3063\u305f\u9867\u5ba2\u3060\u3051\u306b\u9650\u5b9a\u30aa\u30d5\u30a1\u30fc\u3092\u9001\u308b\u3001\u307e\u305f\u306f\u5b63\u7bc0\u306e\u9700\u8981\u671f\u306b\u5408\u308f\u305b\u305f\u518d\u8cfc\u5165\u4fc3\u9032\u3092\u884c\u3046\u3001\u3068\u3044\u3063\u305f\u65bd\u7b56\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u8cfc\u8cb7\u30b5\u30a4\u30af\u30eb\u306e\u628a\u63e1\u306f\u3001\u300c\u3044\u3064\u30fb\u8ab0\u306b\u30fb\u4f55\u3092\u5c4a\u3051\u308b\u304b\u300d\u3068\u3044\u3046\u6700\u9069\u306a\u63a5\u70b9\u4f5c\u308a\u3092\u9032\u3081\u308b\u3046\u3048\u3067\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<h3>\u7d4c\u9a13\u3084\u52d8\u306b\u983c\u3089\u306a\u304f\u306a\u308b<\/h3>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001<strong>\u611f\u899a\u3067\u306f\u306a\u304f\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u9867\u5ba2\u3054\u3068\u306e\u8cfc\u8cb7\u5358\u4fa1\u30fb\u8cfc\u8cb7\u50be\u5411\u30fb\u5b63\u7bc0\u6027\u306a\u3069\u3001\u8907\u6570\u306e\u8996\u70b9\u304b\u3089\u88cf\u4ed8\u3051\u3092\u53d6\u308a\u306a\u304c\u3089\u6226\u7565\u3092\u7acb\u3066\u3089\u308c\u308b\u305f\u3081\u3001\u793e\u5185\u3067\u306e\u7d0d\u5f97\u611f\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n<p>\u300c\u306a\u305c\u3053\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u5fc5\u8981\u304b\u300d\u3092\u6570\u5b57\u3067\u793a\u3059\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u304c\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u3082\u306e\u3068\u306a\u308a\u3001\u8ca9\u4fc3\u30fb\u5728\u5eab\u8abf\u6574\u30fb\u5546\u54c1\u4f01\u753b\u306a\u3069\u3001\u5168\u4f53\u306e\u5224\u65ad\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<h2>\u521d\u3081\u3066\u3067\u3082\u3067\u304d\u308b\uff01\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a\u59cb\u3081\u65b94\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u3092\u521d\u3081\u3066\u884c\u3046\u65b9\u3067\u3082\u3001\u4ee5\u4e0b\u306e4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5f93\u3046\u3053\u3068\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5137\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2025\/09\/\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a4\u30b9\u30c6\u30c3\u30d7.png\" alt=\"\" width=\"796\" height=\"306\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a4\u30b9\u30c6\u30c3\u30d7.png 796w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a4\u30b9\u30c6\u30c3\u30d7-300x115.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u672c\u7684\u306a4\u30b9\u30c6\u30c3\u30d7-768x295.png 768w\" sizes=\"auto, (max-width: 796px) 100vw, 796px\" \/><\/p>\n<ul>\n<li>\u3010\u30b9\u30c6\u30c3\u30d71\u3011\u5fc5\u8981\u306a\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/li>\n<li>\u3010\u30b9\u30c6\u30c3\u30d72\u3011\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b<\/li>\n<li>\u3010\u30b9\u30c6\u30c3\u30d73\u3011\u5b9f\u969b\u306b\u5206\u6790\u3057\u3066\u307f\u308b<\/li>\n<li>\u3010\u30b9\u30c6\u30c3\u30d74\u3011\u5206\u6790\u7d50\u679c\u3092\u8ca9\u4fc3\u3084\u5728\u5eab\u8abf\u6574\u306b\u6d3b\u304b\u3059<\/li>\n<\/ul>\n<p>\u3053\u306e4\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u3053\u3068\u3067\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u6539\u5584\u306b\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u3010\u30b9\u30c6\u30c3\u30d71\u3011\u5fc5\u8981\u306a\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/h3>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u308b\u306b\u306f\u3001\u307e\u305a\u5206\u6790\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63c3\u3048\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<p><strong>POS\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u81ea\u793e\u304c\u4fdd\u6709\u3057\u3066\u3044\u308b\u58f2\u4e0a\u30c7\u30fc\u30bf\u30fb\u9867\u5ba2\u60c5\u5831\u30fb\u5546\u54c1\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u3001Excel\u3084CSV\u3067\u6574\u7406\u3059\u308b\u3068\u6271\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3082\u3057\u81ea\u793e\u5185\u306e\u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5e02\u5834\u8abf\u67fb\u4f1a\u793e\u3084\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30de\u30fc\u304b\u3089\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u8cfc\u5165\u3057\u305f\u308a\u3001\u653f\u5e9c\u3084\u516c\u7684\u6a5f\u95a2\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u7d71\u8a08\u30c7\u30fc\u30bf\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3010\u30b9\u30c6\u30c3\u30d72\u3011\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b<\/h3>\n<p><strong>\u305b\u3063\u304b\u304f\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306b\u6b20\u640d\u3084\u91cd\u8907\u304c\u3042\u308b\u307e\u307e\u3067\u306f\u6b63\u78ba\u306a\u5206\u6790\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>Excel\u3067\u6b20\u640d\u5024\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3001\u65e5\u4ed8\u5f62\u5f0f\u3084\u30ab\u30c6\u30b4\u30ea\u540d\u306e\u7d71\u4e00\u30fb\u91cd\u8907\u30c1\u30a7\u30c3\u30af\u306a\u3069\u3092\u5fd8\u308c\u305a\u306b\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u306e\u6574\u5099\u4f5c\u696d\u3092\u4e01\u5be7\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u5206\u6790\u7cbe\u5ea6\u304c\u683c\u6bb5\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3010\u30b9\u30c6\u30c3\u30d73\u3011\u5b9f\u969b\u306b\u5206\u6790\u3057\u3066\u307f\u308b<\/h3>\n<p>\u307e\u305a\u306f\u7c21\u5358\u306a\u30b0\u30e9\u30d5\u5316\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u58f2\u4e0a\u306e\u63a8\u79fb\u3001\u6642\u9593\u5e2f\u3084\u66dc\u65e5\u5225\u306e\u8cfc\u5165\u50be\u5411\u3001\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u5225\u306e\u69cb\u6210\u6bd4\u306a\u3069\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u884c\u52d5\u3084\u58f2\u308c\u7b4b\u304c\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5348\u524d\u4e2d\u306b\u58f2\u308c\u308b\u5546\u54c1\u3068\u591c\u9593\u306b\u58f2\u308c\u308b\u5546\u54c1\u3092\u5206\u3051\u3066\u628a\u63e1\u3059\u308b\u3068\u3001\u5728\u5eab\u3084\u8ca9\u4fc3\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u306b\u6d3b\u304b\u305b\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u3060\u3051\u3067\u3082\u3001\u5206\u6790\u306e\u65b9\u5411\u6027\u3084\u6b21\u306b\u4f55\u3092\u3059\u3079\u304d\u304b\u306e\u5224\u65ad\u6750\u6599\u304c\u5f97\u3089\u308c\u308b\u306e\u3067\u3059\u3002<\/strong><\/p>\n<h3>\u3010\u30b9\u30c6\u30c3\u30d74\u3011\u5206\u6790\u7d50\u679c\u3092\u8ca9\u4fc3\u3084\u5728\u5eab\u8abf\u6574\u306b\u6d3b\u304b\u3059<\/h3>\n<p><strong>\u5206\u6790\u7d50\u679c\u306f\u3001\u5177\u4f53\u7684\u306a\u65bd\u7b56\u306b\u843d\u3068\u3057\u8fbc\u3080\u3053\u3068\u3067\u521d\u3081\u3066\u6210\u679c\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u8cfc\u5165\u50be\u5411\u3084\u55dc\u597d\u306e\u9055\u3044\u306b\u5fdc\u3058\u305f\u65bd\u7b56\u3092\u3088\u308a\u7684\u78ba\u306b\u6253\u3066\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u3001\u5b9f\u969b\u306e\u53d6\u308a\u7d44\u307f\u3092\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u3001\u304b\u3063\u3053\u306e\u652f\u63f4\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8\u306e\u3042\u3089\u3086\u308b\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u8cfc\u5165\u983b\u5ea6\u30fb\u8cfc\u5165\u30a2\u30a4\u30c6\u30e0\u30fb\u5024\u5f15\u304d\u7387\u306a\u3069\u306e\u8996\u70b9\u304b\u3089\u9867\u5ba2\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3044\u3001\u30af\u30e9\u30b9\u30bf\u5225\u306b\u6709\u52b9\u306a\u65bd\u7b56\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u58f2\u4e0a\u5411\u4e0a\u3084\u9867\u5ba2\u7406\u89e3\u306e\u6df1\u307e\u308a\u306b\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p data-start=\"411\" data-end=\"467\">\u3053\u306e\u3088\u3046\u306b\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u591a\u89d2\u7684\u306b\u5206\u6790\u30fb\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u691c\u8a0e\u306b\u5f79\u7acb\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/urbanresearch\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5144\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2025\/09\/\u30a2\u30fc\u30d0\u30f3\u4e8b\u4f8b.jpg\" alt=\"\" width=\"1000\" height=\"360\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30a2\u30fc\u30d0\u30f3\u4e8b\u4f8b.jpg 1000w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30a2\u30fc\u30d0\u30f3\u4e8b\u4f8b-300x108.jpg 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30a2\u30fc\u30d0\u30f3\u4e8b\u4f8b-768x276.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/cacco.co.jp\/datascience\/case_studies\/datascience\/urbanresearch\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u4e8b\u4f8b\uff5c\u682a\u5f0f\u4f1a\u793e\u30a2\u30fc\u30d0\u30f3\u30ea\u30b5\u30fc\u30c1\u69d8<\/a><\/span><\/p>\n<h3>\u30c7\u30fc\u30bf\u6574\u5099\u3084\u5206\u6790\u8a2d\u8a08\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u5c02\u9580\u5bb6\u306b\u983c\u308b<\/h3>\n<p><strong>\u30c7\u30fc\u30bf\u6574\u5099\u3084\u5206\u6790\u8a2d\u8a08\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u3001\u5206\u6790\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/strong><\/p>\n<p>\u304b\u3063\u3053\u306e\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u3044\u308d\u306f\u306b\u5206\u6790<\/a>\u300f\u306f\u3001CSV\u30c7\u30fc\u30bf\u3092\u304a\u597d\u304d\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30a2\u30c3\u30d7\u3059\u308b\u3060\u3051\u3067\u591a\u89d2\u7684\u306a\u5206\u6790\u3092\u81ea\u52d5\u3067\u5b9f\u884c\u3057\u3001\u300c\u3044\u3064\u30fb\u8ab0\u306b\u30fb\u4f55\u3092\u300d\u3059\u308b\u3079\u304d\u304b\u304c\u3059\u3050\u306b\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u7d4c\u9a13\u3084\u52d8\u306b\u983c\u3089\u305a\u58f2\u4e0a\u69cb\u9020\u3092\u898b\u3048\u308b\u5316\u3057\u3001\u5177\u4f53\u7684\u306a\u65bd\u7b56\u7acb\u6848\u306b\u76f4\u7d50\u3067\u304d\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u8ab2\u984c\u3092\u611f\u3058\u3066\u3044\u308b\u65b9\u306f\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c4\u30fc\u30eb\u3060\u3051\u3067\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u5834\u5408\u3084\u3001\u81ea\u793e\u306e\u72b6\u6cc1\u306b\u5408\u308f\u305b\u305f\u9ad8\u5ea6\u306a\u5206\u6790\u8a2d\u8a08\u304c\u5fc5\u8981\u306a\u3068\u304d\u306f\u3001\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u304b\u3063\u3053\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300f\u304c\u30d2\u30a2\u30ea\u30f3\u30b0\u304b\u3089\u8ab2\u984c\u62bd\u51fa\u30fb\u63d0\u6848\u30fb\u5206\u6790\u30fb\u6700\u7d42\u5831\u544a\u307e\u3067\u30c8\u30fc\u30bf\u30eb\u30b5\u30dd\u30fc\u30c8\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><strong>\uff3c\u8ab0\u3067\u3082\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u53ef\u80fd\uff01\uff0f<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4150 size-large\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png\" alt=\"\u3044\u308d\u306f\u306b\u5206\u6790\" width=\"1024\" height=\"343\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-300x101.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-768x257.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727.png 1366w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/strong><\/p>\n<h3>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u5206\u6790\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u624b\u6cd55\u3064<\/h3>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u307e\u305a\u306f\u57fa\u672c\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001<\/p>\n<ul>\n<li>\u2460\u30c7\u30b7\u30eb\u5206\u6790\u3067\u512a\u826f\u9867\u5ba2\u3092\u628a\u63e1\u3059\u308b<\/li>\n<li>\u2461ABC\u5206\u6790\u3067\u58f2\u308c\u7b4b\u5546\u54c1\u3092\u898b\u6975\u3081\u308b<\/li>\n<li>\u2462\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u3067\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b<\/li>\n<li>\u2463RFM\u5206\u6790\u3067\u30ea\u30d4\u30fc\u30c8\u9867\u5ba2\u3092\u898b\u3064\u3051\u308b<\/li>\n<li>\u2464\u30d0\u30b9\u30b1\u30c3\u30c8\u5206\u6790\u3067\u8cb7\u3044\u5408\u308f\u305b\u306e\u50be\u5411\u3092\u3064\u304b\u3080<\/li>\n<\/ul>\n<p>\u4e0a\u8a185\u3064\u306e\u624b\u6cd5\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3084\u6d3b\u7528\u4f8b\u3092\u7c21\u5358\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h4>\u2460\u30c7\u30b7\u30eb\u5206\u6790\u3067\u512a\u826f\u9867\u5ba2\u3092\u628a\u63e1\u3059\u308b<\/h4>\n<p>\u30c7\u30b7\u30eb\u5206\u6790\u3067\u306f\u3001\u9867\u5ba2\u3092\u8cfc\u8cb7\u91d1\u984d\u3084\u8cfc\u5165\u983b\u5ea6\u306710\u6bb5\u968e\u306b\u5206\u3051\u3001\u58f2\u4e0a\u306e\u4e2d\u5fc3\u3068\u306a\u308b\u4e0a\u4f4d\u5c64\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u3069\u306e\u9867\u5ba2\u306b\u91cd\u70b9\u7684\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308c\u3070\u52b9\u679c\u7684\u306a\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e0a\u4f4d1\u5272\u306e\u9867\u5ba2\u306b\u5148\u884c\u30bb\u30fc\u30eb\u3084\u9650\u5b9a\u30aa\u30d5\u30a1\u30fc\u3092\u6848\u5185\u3059\u308c\u3070\u3001\u30ea\u30d4\u30fc\u30c8\u8cfc\u5165\u3084\u58f2\u4e0a\u30a2\u30c3\u30d7\u306e\u304d\u3063\u304b\u3051\u3092\u4f5c\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4>\u2461ABC\u5206\u6790\u3067\u58f2\u308c\u7b4b\u5546\u54c1\u3092\u898b\u6975\u3081\u308b<\/h4>\n<p>ABC\u5206\u6790\u306f\u3001\u5546\u54c1\u306e\u58f2\u4e0a\u8ca2\u732e\u5ea6\u3084\u5229\u76ca\u7387\u306b\u5fdc\u3058\u3066\u30e9\u30f3\u30af\u3092\u4ed8\u3051\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>A\u30e9\u30f3\u30af\u5546\u54c1\u306f\u5728\u5eab\u3092\u5207\u3089\u3055\u306a\u3044\u3088\u3046\u5f37\u5316\u3057\u3001C\u30e9\u30f3\u30af\u5546\u54c1\u306f\u4ed5\u5165\u308c\u3092\u7d5e\u308b\u306a\u3069\u3001\u5728\u5eab\u7ba1\u7406\u3084\u4ed5\u5165\u308c\u6226\u7565\u306b\u6d3b\u304b\u305b\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5168\u5546\u54c1\u306e\u4e0a\u4f4d20\uff05\u304c\u5168\u58f2\u4e0a\u306e8\u5272\u3092\u5360\u3081\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001\u305d\u306e\u5546\u54c1\u3092\u4e2d\u5fc3\u306b\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u8a08\u753b\u3092\u7acb\u3066\u308b\u3068\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n<h4>\u2462\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u3067\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3059\u308b<\/h4>\n<p>\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u5206\u6790\u306f\u3001\u8cfc\u8cb7\u50be\u5411\u3084\u5c5e\u6027\u304c\u4f3c\u3066\u3044\u308b\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u306b\u307e\u3068\u3081\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u3084\u5546\u54c1\u63d0\u6848\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u53cd\u5fdc\u7387\u306e\u9ad8\u3044\u65bd\u7b56\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5065\u5eb7\u5fd7\u5411\u306e20\u4ee3\u5973\u6027\u5411\u3051\u306b\u306f\u30b5\u30d7\u30ea\u3084\u30d8\u30eb\u30b7\u30fc\u30d5\u30fc\u30c9\u3092\u6848\u5185\u3057\u3001\u4fa1\u683c\u91cd\u8996\u306e40\u4ee3\u7537\u6027\u306b\u306f\u5272\u5f15\u60c5\u5831\u3092\u5f37\u8abf\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u6d3b\u7528\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u2463RFM\u5206\u6790\u3067\u30ea\u30d4\u30fc\u30c8\u9867\u5ba2\u3092\u898b\u3064\u3051\u308b<\/h4>\n<p>RFM\u5206\u6790\u306f\u3001\u300c\u6700\u8fd1\u306e\u8cfc\u8cb7\uff08Recency\uff09\u300d\u300c\u8cfc\u8cb7\u983b\u5ea6\uff08Frequency\uff09\u300d\u300c\u8cfc\u8cb7\u91d1\u984d\uff08Monetary\uff09\u300d\u306e3\u3064\u306e\u6307\u6a19\u3067\u9867\u5ba2\u3092\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u5206\u6790\u306b\u3088\u308a\u3001\u5e38\u9023\u5ba2\u30fb\u4f11\u7720\u5ba2\u30fb\u65b0\u898f\u5ba2\u3092\u53ef\u8996\u5316\u3067\u304d\u3001\u305d\u308c\u305e\u308c\u306b\u6700\u9069\u306a\u63a5\u70b9\u3092\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u904e\u53bb6\u304b\u6708\u8cfc\u5165\u304c\u306a\u3044\u4f11\u7720\u9867\u5ba2\u306b\u306f\u30ea\u30de\u30a4\u30f3\u30c9\u30e1\u30fc\u30eb\u3084\u7279\u5178\u30af\u30fc\u30dd\u30f3\u3092\u9001\u308b\u3053\u3068\u3067\u518d\u8cfc\u5165\u3092\u4fc3\u3057\u3001\u67081\u56de\u8cfc\u5165\u3059\u308b\u9867\u5ba2\u306b\u306f\u95a2\u9023\u5546\u54c1\u306e\u63d0\u6848\u3059\u308b\u306a\u3069\u306e\u65bd\u7b56\u3067\u3001\u5ba2\u5358\u4fa1\u5411\u4e0a\u3092\u72d9\u3048\u307e\u3059\u3002<\/p>\n<h4>\u2464\u30d0\u30b9\u30b1\u30c3\u30c8\u5206\u6790\u3067\u8cb7\u3044\u5408\u308f\u305b\u306e\u50be\u5411\u3092\u3064\u304b\u3080<\/h4>\n<p>\u30d0\u30b9\u30b1\u30c3\u30c8\u5206\u6790\u306f\u3001\u300c\u3053\u306e\u5546\u54c1\u3092\u8cb7\u3063\u305f\u4eba\u306f\u5225\u306e\u5546\u54c1\u3082\u8cb7\u3046\u300d\u3068\u3044\u3046\u95a2\u4fc2\u6027\u3092\u898b\u3064\u3051\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u30b9\u30fc\u30d1\u30fc\u306e\u9673\u5217\u3084EC\u30b5\u30a4\u30c8\u306e\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u306a\u3069\u306b\u5fdc\u7528\u3055\u308c\u3001\u6839\u62e0\u3092\u6301\u3063\u3066\u30af\u30ed\u30b9\u30bb\u30eb\u3084\u30bb\u30c3\u30c8\u8ca9\u58f2\u3092\u63d0\u6848\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u300c\u30d1\u30b9\u30bf\u3092\u8cb7\u3046\u4eba\u306f\u30aa\u30ea\u30fc\u30d6\u30aa\u30a4\u30eb\u3082\u8cb7\u3046\u50be\u5411\u304c\u3042\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u5b9f\u969b\u306b\u5546\u54c1\u3092\u8fd1\u304f\u306b\u7f6e\u3044\u305f\u308a\u3001\u30bb\u30c3\u30c8\u5546\u54c1\u3068\u3057\u3066\u8ca9\u58f2\u3059\u308b\u3053\u3068\u3067\u58f2\u4e0a\u62e1\u5927\u3084\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a\u306b\u3064\u306a\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u305e\u308c\u306e\u5206\u6790\u624b\u6cd5\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/media\/\/data-analysis\/3271\/\" target=\"_blank\" rel=\"noopener\">\u58f2\u4e0aUP\u306b\u306f\u30c7\u30fc\u30bf\u5206\u6790\u304c\u4e0d\u53ef\u6b20\uff1f5\u3064\u306e\u58f2\u4e0a\u5206\u6790\u306e\u624b\u6cd5\u3068\u5206\u6790\u306e\u6d41\u308c\u3092\u3054\u7d39\u4ecb\uff01<\/a>\u300f\u306e\u8a18\u4e8b\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"cardlink\"><a href=\"https:\/\/cacco.co.jp\/datascience\/media\/\/data-analysis\/3271\/\" target=\"_blank\"><div class=\"cardlink_thumbnail\"><img src='https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/05\/\u58f2\u4e0a\u5206\u6790-2-120x120.png' alt='\u58f2\u4e0aUP\u306b\u306f\u30c7\u30fc\u30bf\u5206\u6790\u304c\u4e0d\u53ef\u6b20\uff1f5\u3064\u306e\u58f2\u4e0a\u5206\u6790\u306e\u624b\u6cd5\u3068\u5206\u6790\u306e\u6d41\u308c\u3092\u3054\u7d39\u4ecb\uff01' width=120 height=120 \/><\/a><\/div><div class=\"cardlink_content\"><span class=\"timestamp\">2024.06.07<\/span><div class=\"cardlink_title\"><a href=\"https:\/\/cacco.co.jp\/datascience\/media\/\/data-analysis\/3271\/\" target=\"_blank\">\u58f2\u4e0aUP\u306b\u306f\u30c7\u30fc\u30bf\u5206\u6790\u304c\u4e0d\u53ef\u6b20\uff1f5\u3064\u306e\u58f2\u4e0a\u5206\u6790\u306e\u624b\u6cd5\u3068\u5206\u6790\u306e\u6d41\u308c\u3092\u3054\u7d39\u4ecb\uff01 <\/a><\/div><div class=\"cardlink_excerpt\">\u300c\u58f2\u4e0a\u30c7\u30fc\u30bf\u304c\u3042\u3063\u3066\u3082\u8907\u96d1\u305d\u3046\u3067\u3069\u3046\u6d3b\u7528\u3059\u308c\u3070...\u300d\u3001\u300c\u58f2\u4e0a\u5206\u6790\u306e\u6b63\u3057\u3044\u3084\u308a\u65b9\u304c\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u60a9\u307f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002\r\n\r\n\u305d\u3093\u306a\u6642\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3060\uff01\r\n\r\n\u58f2\u4e0a\u30c7\u30fc\u30bf\u306f\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u5ba2\u89b3\u7684\u306a\u6307\u6a19\u3092\u4e0e\u3048\u308b\u305f\u3081\u3001\u58f2\u4e0aUP\u3092\u76ee\u6307\u3059\u4e0a\u3067\u975e\u5e38\u306b\u9ad8\u3044\u4fa1\u5024\u3092\u6301\u3061...<\/div><\/div><div class=\"cardlink_footer\"><\/div><\/div>\n<p>\u307e\u305f\u30011\u304b\u3089\u5206\u6790\u624b\u6cd5\u3092\u8eab\u306b\u3064\u3051\u308b\u81ea\u4fe1\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u5c02\u9580\u5bb6\u3084\u30c4\u30fc\u30eb\u306b\u983c\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u304b\u3063\u3053\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u3044\u308d\u306f\u306b\u5206\u6790<\/a>\u300f\u306a\u3089\u3001RFM\u5206\u6790\u3084\u30d0\u30b9\u30b1\u30c3\u30c8\u5206\u6790\u306a\u3069\u3001\u8ab2\u984c\u89e3\u6c7a\u306e\u305f\u3081\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u3064\u306a\u304c\u308b\u5206\u6790\u3092\u81ea\u52d5\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-5165\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-24-114804.png\" alt=\"\" width=\"1198\" height=\"665\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-24-114804.png 1198w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-24-114804-300x167.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-24-114804-1024x568.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-24-114804-768x426.png 768w\" sizes=\"auto, (max-width: 1198px) 100vw, 1198px\" \/><\/a><\/p>\n<p style=\"text-align: right;\"><span style=\"font-size: 10pt;\">\u203b\u53c2\u8003\uff1a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_5118\" target=\"_blank\" rel=\"noopener\">\u3044\u308d\u306f\u306b\u5206\u6790<\/a>\u300f<\/span><\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u5206\u6790\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u306e\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3057\u305f\u65bd\u7b56\u3092\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u5c55\u958b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p style=\"text-align: center;\"><strong>\uff3c\u8ab0\u3067\u3082\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u53ef\u80fd\uff01\uff0f<a href=\"https:\/\/cacco.co.jp\/datascience\/irohani-bunseki\/?ref_type=blog_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4150 size-large\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png\" alt=\"\u3044\u308d\u306f\u306b\u5206\u6790\" width=\"1024\" height=\"343\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-1024x343.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-300x101.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727-768x257.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2024\/11\/irohani_bunseki_bnr-e1731032080727.png 1366w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/strong><\/p>\n<h2><a id=\"link1\"><\/a>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306e\u5206\u6790\u7d50\u679c\u3092\u4f7f\u3063\u3066\u58f2\u4e0a\u3092\u4f38\u3070\u3059\u6d3b\u7528\u4f8b<\/h2>\n<div>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u306e\u5206\u6790\u7d50\u679c\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u305d\u306e\u307e\u307e\u6d3b\u304b\u305b\u308b\u306e\u304c\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u65bd\u7b56\u4f8b\u3092\u9806\u306b\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2460\u3011\u8cfc\u5165\u5c65\u6b74\u306b\u5fdc\u3058\u305f\u30af\u30fc\u30dd\u30f3\u3084\u30e1\u30fc\u30eb\u914d\u4fe1\u3067\u500b\u5225\u306b\u30a2\u30d7\u30ed\u30fc\u30c1<\/li>\n<li>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2461\u3011\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5408\u308f\u305b\u305f\u5e83\u544a\u914d\u4fe1<\/li>\n<li>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2462\u3011\u95a2\u9023\u5546\u54c1\u3084\u30bb\u30c3\u30c8\u8cb7\u3044\u306a\u3069\u306e\u63d0\u6848\u3067\u58f2\u4e0a\u30c1\u30e3\u30f3\u30b9\u3092\u5e83\u3052\u308b<\/li>\n<li>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2463\u3011\u30dd\u30a4\u30f3\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u7d99\u7d9a\u8cfc\u5165\u7279\u5178\u3067\u30ea\u30d4\u30fc\u30c8\u8cfc\u5165\u3092\u4fc3\u9032<\/li>\n<li>\u3010\u5b9f\u5e97\u8217\u65bd\u7b56\u2460\u3011\u5e97\u8217\u5225\u30fb\u30a8\u30ea\u30a2\u5225\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3067\u91cd\u70b9\u65bd\u7b56\u3092\u6c7a\u5b9a<\/li>\n<li>\u3010\u5b9f\u5e97\u8217\u65bd\u7b56\u2461\u3011\u6642\u9593\u5e2f\u30fb\u66dc\u65e5\u3054\u3068\u306e\u8cfc\u8cb7\u50be\u5411\u3092\u3082\u3068\u306b\u5728\u5eab\u3092\u6700\u9069\u5316<\/li>\n<li>\u3010\u5b9f\u5e97\u8217\u65bd\u7b56\u2462\u3011\u8cb7\u3044\u5408\u308f\u305b\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3057\u305f\u58f2\u308a\u5834\u306e\u4f5c\u6210<\/li>\n<\/ul>\n<p>\u9867\u5ba2\u3054\u3068\u306e\u8cfc\u8cb7\u50be\u5411\u3084\u6765\u5e97\u30fb\u8cfc\u5165\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u628a\u63e1\u3057\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u65bd\u7b56\u306b\u843d\u3068\u3057\u8fbc\u3080\u30d2\u30f3\u30c8\u3068\u3057\u3066\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2460\u3011\u8cfc\u5165\u5c65\u6b74\u306b\u5fdc\u3058\u305f\u30af\u30fc\u30dd\u30f3\u3084\u30e1\u30fc\u30eb\u914d\u4fe1\u3067\u500b\u5225\u306b\u30a2\u30d7\u30ed\u30fc\u30c1<\/h3>\n<p><strong>\u904e\u53bb\u306e\u8cfc\u5165\u5c65\u6b74\u3092\u3082\u3068\u306b\u3001\u9867\u5ba2\u3054\u3068\u306e\u8208\u5473\u3084\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30af\u30fc\u30dd\u30f3\u3084\u30e1\u30fc\u30eb\u3092\u9001\u308b\u3068\u3001\u53cd\u5fdc\u7387\u304c\u5411\u4e0a\u3057\u30ea\u30d4\u30fc\u30c8\u8cfc\u5165\u3092\u52b9\u7387\u7684\u306b\u4fc3\u305b\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u308c\u306f\u3001\u5168\u54e1\u306b\u540c\u3058\u5185\u5bb9\u3092\u9001\u308b\u5834\u5408\u306b\u6bd4\u3079\u3066\u3001\u500b\u3005\u306e\u95a2\u5fc3\u306b\u5408\u3063\u305f\u8a34\u6c42\u304c\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u904e\u53bb3\u304b\u6708\u4ee5\u5185\u306b\u7279\u5b9a\u306e\u5546\u54c1\u3092\u8cfc\u5165\u3057\u305f\u9867\u5ba2\u3060\u3051\u306b\u9650\u5b9a\u30aa\u30d5\u30a1\u30fc\u3092\u914d\u4fe1\u3059\u308b\u3068\u3001\u518d\u8cfc\u5165\u306e\u304d\u3063\u304b\u3051\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<div>\n<h3>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2461\u3011\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5408\u308f\u305b\u305f\u5e83\u544a\u914d\u4fe1<\/h3>\n<p>\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u9867\u5ba2\u3092\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u3057\u3001\u305d\u308c\u305e\u308c\u306b\u6700\u9069\u306a\u5e83\u544a\u3092\u914d\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u7121\u99c4\u306a\u5e83\u544a\u8cbb\u3092\u6291\u3048\u3064\u3064\u6210\u679c\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u9867\u5ba2\u5c64\u3054\u3068\u306e\u8cfc\u8cb7\u50be\u5411\u3084\u95a2\u5fc3\u306b\u6cbf\u3063\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u5c4a\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30af\u30ea\u30c3\u30af\u7387\u3084\u8cfc\u5165\u7387\u306e\u6539\u5584\u304c\u898b\u8fbc\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5e74\u4ee3\u30fb\u5730\u57df\u30fb\u8cfc\u5165\u30ab\u30c6\u30b4\u30ea\u5225\u306b\u5e83\u544a\u5185\u5bb9\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u8a34\u6c42\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u2462\u3011\u95a2\u9023\u5546\u54c1\u3084\u30bb\u30c3\u30c8\u8cb7\u3044\u306a\u3069\u306e\u63d0\u6848\u3067\u58f2\u4e0a\u30c1\u30e3\u30f3\u30b9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