{"id":6898,"date":"2026-10-16T10:13:39","date_gmt":"2026-10-16T01:13:39","guid":{"rendered":"https:\/\/cacco.co.jp\/datascience\/media\/?p=6898"},"modified":"2026-10-16T10:13:39","modified_gmt":"2026-10-16T01:13:39","slug":"%e3%80%902026%e5%b9%b4%e7%89%88%e3%80%91%e3%82%af%e3%83%aa%e3%82%b9%e3%83%9e%e3%82%b9%e5%95%86%e5%93%81%e3%81%ae%e5%9c%a8%e5%ba%ab%e5%88%87%e3%82%8c%e5%af%be%e5%bf%9c4%e3%81%a4%ef%bd%9c%e8%b2%a9","status":"publish","type":"post","link":"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6898\/","title":{"rendered":"\u30102026\u5e74\u7248\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u5728\u5eab\u5207\u308c\u5bfe\u5fdc4\u3064\uff5c\u8ca9\u58f2\u30da\u30fc\u30b9\u304b\u3089\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308b\uff01"},"content":{"rendered":"<div class=\"tcdce-body\"><p>\u300c\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3089\u3001\u307e\u305a\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\uff1f\u300d<br \/>\n\u300c\u8cb7\u3048\u306a\u304b\u3063\u305f\u4eba\u306e\u5206\u306f\u3001\u3069\u308c\u304f\u3089\u3044\u306e\u58f2\u308a\u9003\u3057\u306b\u306a\u308b\u306e\uff1f\u300d<\/p>\n<p>\u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002<\/p>\n<p><strong>\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3089\u3001\u307e\u305a\u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306e\u5728\u5eab\u3092\u78ba\u8a8d\u3057\u3001\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u5bfe\u5fdc\u3092\u9078\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/strong><\/p>\n<p>\u5728\u5eab\u3092\u79fb\u305b\u308b\u304b\u3001\u518d\u5165\u8377\u3092\u6848\u5185\u3067\u304d\u308b\u304b\u3001\u4ee3\u66ff\u5546\u54c1\u3078\u5207\u308a\u66ff\u3048\u308b\u304b\u306f\u3001\u5728\u5eab\u3068\u65e5\u7a0b\u306e\u898b\u901a\u3057\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u6b20\u54c1\u4e2d\u306b\u5546\u54c1\u3092\u8cb7\u3044\u305f\u304b\u3063\u305f\u4eba\u306e\u6570\u306f\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u306b\u6b8b\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u6b20\u54c1\u6642\u9593\u3068\u8ca9\u58f2\u30da\u30fc\u30b9\u304b\u3089\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u30fb\u58f2\u4e0a\u30fb\u7c97\u5229\u3092\u898b\u7a4d\u3082\u308a\u3001\u7fcc\u5e74\u306e\u5728\u5eab\u5224\u65ad\u306b\u6d3b\u304b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u58f2\u308a\u5207\u308c\u306b\u76f4\u9762\u3057\u305f\u5c0f\u58f2\u30fbEC\u306e\u8ca9\u58f2\u62c5\u5f53\u8005\u306b\u5411\u3051\u3066\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u58f2\u308a\u5207\u308c\u76f4\u5f8c\u306b\u78ba\u8a8d\u3059\u3079\u304d\u6642\u523b\u30fb\u5728\u5eab\u30fb\u53d7\u53d6\u3068\u914d\u9001\u306e\u671f\u9650<\/li>\n<li>\u5728\u5eab\u79fb\u52d5\u30fb\u4e88\u7d04\u8ca9\u58f2\u3084\u518d\u5165\u8377\u901a\u77e5\u30fb\u4ee3\u66ff\u5546\u54c1\u306e\u6848\u5185\u30fb\u5e83\u544a\u5909\u66f4\u306e\u9078\u3073\u65b9<\/li>\n<li>\u6a5f\u4f1a\u640d\u5931\u3092\u7fcc\u5e74\u306e\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306b\u6d3b\u304b\u3059\u7406\u7531<\/li>\n<li>\u6b20\u54c1\u6642\u9593\u3068\u8ca9\u58f2\u30da\u30fc\u30b9\u304b\u3089\u6570\u91cf\u30fb\u58f2\u4e0a\u30fb\u7c97\u5229\u3092\u898b\u7a4d\u3082\u308b4\u3064\u306e\u624b\u9806<\/li>\n<li>\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u3084\u518d\u5165\u8377\u5e0c\u671b\u3092\u4f7f\u3046\u969b\u306e\u6ce8\u610f\u70b9<\/li>\n<\/ul>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u30af\u30ea\u30b9\u30de\u30b9\u307e\u3067\u306b\u53d6\u308c\u308b\u5bfe\u5fdc\u3092\u5224\u65ad\u3057\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u306b\u6b8b\u3089\u306a\u3044\u9700\u8981\u3092\u7fcc\u5e74\u306e\u5728\u5eab\u8a08\u753b\u306b\u6d3b\u304b\u3059\u305f\u3081\u306e\u6750\u6599\u3092\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<div class=\"cardlink\">\r\n<div class=\"cardlink_thumbnail\"><img loading=\"lazy\" decoding=\"async\" class=\"jetpack-lazy-image jetpack-lazy-image--handled\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/04\/20260424.png\" alt=\"\u304b\u3063\u3053\u682a\u5f0f\u4f1a\u793e\u3000\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u3000\u524d\u7530\u590f\u5e0c\" width=\"120\" height=\"120\" data-lazy-loaded=\"1\" \/><\/div>\r\n<div class=\"cardlink_content\"><span class=\"timestamp\">\u8a18\u4e8b\u76e3\u4fee<\/span>\r\n<div class=\"cardlink_title\"><strong>Cacco \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c1\u30fc\u30e0<br \/>\u524d\u7530 \u590f\u5e0c<\/strong><\/div>\r\n<div class=\"cardlink_excerpt\">\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u521d\u3081\u3066\u89e6\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u3084\u5b66\u751f\u306b\u5411\u3051\u3066\u3001\u793e\u5185\u306e\u5c02\u9580\u5bb6\u3068\u9023\u643a\u3057\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u30ce\u30a6\u30cf\u30a6\u3092\u300c\u660e\u65e5\u304b\u3089\u4f7f\u3048\u308b\u5f62\u300d\u306b\u6574\u7406\u3057\u3066\u767a\u4fe1\u3002\u8aad\u8005\u304c\u62b1\u3048\u308b\u300c\u306a\u305c\uff1f\u300d\u300c\u3069\u3046\u3084\u3063\u3066\uff1f\u300d\u306b\u5bc4\u308a\u6dfb\u3046\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002<\/div>\r\n<\/div>\r\n<\/div>\n<h2>\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\uff01\u6a5f\u4f1a\u640d\u5931\u3092\u9632\u3050\u305f\u3081\u306b\u78ba\u8a8d\u3059\u3079\u304d2\u3064\u306e\u3053\u3068<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6922\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750.png\" alt=\"\" width=\"1280\" height=\"720\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750.png 1280w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-300x169.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-1024x576.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-768x432.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-400x225.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-800x450.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/1\u7ae0\u753b\u50cf\u7d20\u6750-1200x675.png 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><strong>\u58f2\u308a\u5207\u308c\u305f\u5546\u54c1\u3092\u518d\u3073\u8ca9\u58f2\u3067\u304d\u308b\u304b\u306f\u3001\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306b\u6b8b\u308b\u5728\u5eab\u3068\u3001\u9867\u5ba2\u306b\u6e21\u305b\u308b\u65e5\u3092\u8abf\u3079\u3066\u5224\u65ad\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u307e\u305a\u306f\u3001\u6b21\u306e2\u3064\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>1. \u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u5e97\u8217\u30fb\u5009\u5eab\u306b\u6b8b\u308b\u5728\u5eab\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>2. \u5728\u5eab\u79fb\u52d5\u3084\u518d\u5165\u8377\u304c\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u304b\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5728\u5eab\u5207\u308c\u306b\u3088\u3063\u3066\u5546\u54c1\u3092\u58f2\u308b\u6a5f\u4f1a\u3092\u9003\u3059\u3053\u3068\u3092\u300c\u6a5f\u4f1a\u640d\u5931\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<p>\u58f2\u308a\u5207\u308c\u6642\u523b\u306f\u3001\u3059\u3050\u306b\u5bfe\u5fdc\u3092\u6c7a\u3081\u308b\u305f\u3081\u3060\u3051\u3067\u306a\u304f\u3001\u5f8c\u3067\u8ca9\u58f2\u3067\u304d\u306a\u304b\u3063\u305f\u671f\u9593\u3092\u898b\u7a4d\u3082\u308b\u969b\u306b\u3082\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<h3>\u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u5e97\u8217\u30fb\u5009\u5eab\u306b\u6b8b\u308b\u5728\u5eab\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p><strong>\u58f2\u308a\u5207\u308c\u305f\u6642\u523b\u3092\u8a18\u9332\u3057\u3001\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306b\u8ca9\u58f2\u3078\u56de\u305b\u308b\u5728\u5eab\u304c\u3042\u308b\u304b\u78ba\u304b\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>\u6642\u523b\u3092\u8abf\u3079\u308b\u969b\u306e\u624b\u639b\u304b\u308a\u306f\u3001\u8ca9\u58f2\u5834\u6240\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>EC\u30b5\u30a4\u30c8\uff1a<\/strong>\u6ce8\u6587\u53d7\u4ed8\u3092\u6b62\u3081\u305f\u6642\u523b\u3001\u5546\u54c1\u30da\u30fc\u30b8\u304c\u5728\u5eab\u5207\u308c\u8868\u793a\u306b\u5909\u308f\u3063\u305f\u6642\u523b\uff08\u8a18\u9332\u304c\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\uff09<\/li>\n<li><strong>\u5b9f\u5e97\u8217\uff1a<\/strong>\u6700\u5f8c\u306b\u8ca9\u58f2\u3057\u305f\u6642\u523b\u3001\u58f2\u308a\u5834\u3067\u5728\u5eab\u5207\u308c\u3092\u78ba\u8a8d\u3057\u305f\u6642\u523b<\/li>\n<\/ul>\n<p>\u6700\u5f8c\u306b\u8ca9\u58f2\u3057\u305f\u6642\u523b\u304c\u3001\u5b9f\u969b\u306b\u5546\u54c1\u3092\u8cb7\u3048\u306a\u304f\u306a\u3063\u305f\u6642\u523b\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u3069\u306e\u6642\u523b\u3092\u78ba\u8a8d\u3067\u304d\u305f\u304b\u533a\u5225\u3057\u3066\u6b8b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5728\u5eab\u306b\u3064\u3044\u3066\u3082\u3001\u8a18\u9332\u4e0a\u306e\u6b8b\u6570\u304c\u3059\u3079\u3066\u8ca9\u58f2\u306b\u56de\u305b\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5225\u306e\u5e97\u8217\u306b\u5728\u5eab\u304c5\u70b9\u3042\u3063\u3066\u3082\u30014\u70b9\u304c\u53d6\u308a\u7f6e\u304d\u6e08\u307f\u306a\u3089\u3001\u8ca9\u58f2\u3078\u56de\u305b\u308b\u306e\u306f1\u70b9\u3067\u3059\u3002<\/p>\n<h3>\u5728\u5eab\u79fb\u52d5\u3084\u518d\u5165\u8377\u304c\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u304b\u78ba\u8a8d\u3059\u308b<\/h3>\n<p><strong>\u307b\u304b\u306b\u5728\u5eab\u304c\u3042\u3063\u3066\u3082\u3001\u8cfc\u5165\u8005\u306e\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u307e\u3067\u306b\u6e21\u305b\u306a\u3051\u308c\u3070\u3001\u30af\u30ea\u30b9\u30de\u30b9\u7528\u306e\u5546\u54c1\u3068\u3057\u3066\u306f\u6848\u5185\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u5e97\u8217\u53d7\u53d6\u3067\u306f\u79fb\u52d5\u5148\u306e\u5e97\u8217\u3067\u6e21\u305b\u308b\u65e5\u6642\u3092\u3001EC\u30b5\u30a4\u30c8\u3067\u306f\u914d\u9001\u5148\u306b\u5c4a\u304f\u4e88\u5b9a\u65e5\u6642\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001A\u5e97\u306712\u670823\u65e515\u6642\u306b\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u3001\u9867\u5ba2\u306e\u53d7\u53d6\u671f\u9650\u304c24\u65e518\u6642\u306a\u3089\u3001\u6b21\u306e\u3088\u3046\u306b\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>B\u5e97\u304b\u3089\u5728\u5eab\u3092\u79fb\u3057\u300124\u65e5\u5348\u524d\u306bA\u5e97\u3067\u6e21\u305b\u308b\uff1a<strong>\u53d7\u53d6\u671f\u9650\u306b\u9593\u306b\u5408\u3046<\/strong><\/li>\n<li>A\u5e97\u3078\u306e\u518d\u5165\u8377\u304c25\u65e5\uff1a<strong>\u53d7\u53d6\u671f\u9650\u306b\u9593\u306b\u5408\u308f\u306a\u3044<\/strong><\/li>\n<\/ul>\n<p>\u3053\u306e\u5834\u5408\u306f\u3001B\u5e97\u306e\u5728\u5eab\u3092\u79fb\u305b\u308b\u304b\u78ba\u8a8d\u3057\u3001\u96e3\u3057\u3051\u308c\u3070\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u4ee3\u66ff\u5546\u54c1\u3092\u63a2\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"christmas-stockout-response\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3068\u304d\u306e4\u3064\u306e\u5bfe\u5fdc\u3068\u9078\u3073\u65b9<\/h2>\n<p><strong>\u58f2\u308a\u5207\u308c\u305f\u5546\u54c1\u3092\u9867\u5ba2\u304c\u5fc5\u8981\u3068\u3059\u308b\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u9593\u306b\u5408\u308f\u306a\u3051\u308c\u3070\u4ee3\u66ff\u5546\u54c1\u306e\u6848\u5185\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u691c\u8a0e\u3059\u308b\u5bfe\u5fdc\u306f\u3001\u6b21\u306e4\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u3010\u5bfe\u5fdc1\u3011\u4f7f\u3048\u308b\u5728\u5eab\u304c\u3042\u308c\u3070\u5e97\u8217\u30fb\u5009\u5eab\u304b\u3089\u79fb\u3059<\/li>\n<li>\u3010\u5bfe\u5fdc2\u3011\u518d\u5165\u8377\u306e\u898b\u901a\u3057\u306b\u5fdc\u3058\u3066\u4e88\u7d04\u8ca9\u58f2\u304b\u518d\u5165\u8377\u901a\u77e5\u3092\u6848\u5185\u3059\u308b<\/li>\n<li>\u3010\u5bfe\u5fdc3\u3011\u88dc\u5145\u304c\u9593\u306b\u5408\u308f\u306a\u3051\u308c\u3070\u4ee3\u66ff\u5546\u54c1\u3078\u6848\u5185\u3059\u308b<\/li>\n<li>\u3010\u5bfe\u5fdc4\u3011\u6b20\u54c1\u5546\u54c1\u306e\u5e83\u544a\u3092\u6b62\u3081\u308b\u304b\u6848\u5185\u5148\u3092\u5207\u308a\u66ff\u3048\u308b<\/li>\n<\/ul>\n<p>\u5728\u5eab\u30fb\u518d\u5165\u8377\u306e\u898b\u901a\u3057\u3068\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u3092\u3082\u3068\u306b\u3001\u5404\u5bfe\u5fdc\u3092\u9078\u3076\u6761\u4ef6\u3092\u4ee5\u4e0b\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th>\u5bfe\u5fdc<\/th>\n<th>\u9078\u3076\u6761\u4ef6<\/th>\n<th>\u5224\u65ad\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5e97\u8217\u30fb\u5009\u5eab\u304b\u3089\u5728\u5eab\u3092\u79fb\u3059<\/strong><\/td>\n<td>\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306b\u8ca9\u58f2\u53ef\u80fd\u306a\u5728\u5eab\u304c\u3042\u308a\u3001\u79fb\u52d5\u5f8c\u3082\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046<\/td>\n<td>\u79fb\u52d5\u5143\u306e\u8ca9\u58f2\u4e88\u5b9a\u3068\u79fb\u52d5\u306b\u304b\u304b\u308b\u6642\u9593<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4e88\u7d04\u8ca9\u58f2\u307e\u305f\u306f\u518d\u5165\u8377\u901a\u77e5\u3092\u6848\u5185\u3059\u308b<\/strong><\/td>\n<td>\u4e88\u7d04\u8ca9\u58f2\uff1a\u5165\u8377\u65e5\u3068\u6570\u91cf\u304c\u6c7a\u307e\u308a\u3001\u5fc5\u8981\u306a\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b<br \/>\n\u518d\u5165\u8377\u901a\u77e5\uff1a\u5fc5\u8981\u306a\u65e5\u307e\u3067\u306e\u518d\u5165\u8377\u3092\u898b\u8fbc\u3080\u304c\u3001\u65e5\u6642\u3084\u6570\u91cf\u306f\u672a\u78ba\u5b9a<\/td>\n<td>\u5165\u8377\u4e88\u5b9a\u3001\u6848\u5185\u3067\u304d\u308b\u6570\u91cf\u3001\u53d7\u53d6\u30fb\u914d\u9001\u306b\u304b\u304b\u308b\u6642\u9593<\/td>\n<\/tr>\n<tr>\n<td><strong>\u4ee3\u66ff\u5546\u54c1\u3078\u6848\u5185\u3059\u308b<\/strong><\/td>\n<td>\u5143\u306e\u5546\u54c1\u306f\u7528\u610f\u3067\u304d\u306a\u3044\u304c\u3001\u4ee3\u66ff\u5546\u54c1\u306a\u3089\u5fc5\u8981\u306a\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b<\/td>\n<td>\u4ee3\u66ff\u5546\u54c1\u306e\u5728\u5eab\u30fb\u7528\u9014\u30fb\u4fa1\u683c\u5e2f\u30fb\u5305\u88c5\u30fb\u53d7\u53d6\u65e5\u30fb\u914d\u9001\u65e5<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5e83\u544a\u3092\u6b62\u3081\u308b\u304b\u6848\u5185\u5148\u3092\u5207\u308a\u66ff\u3048\u308b<\/strong><\/td>\n<td>\u6b20\u54c1\u5546\u54c1\u306e\u5e83\u544a\u3092\u914d\u4fe1\u3057\u3066\u3044\u308b<\/td>\n<td>\u30ea\u30f3\u30af\u5148\u306e\u5546\u54c1\u3092\u9867\u5ba2\u304c\u5fc5\u8981\u3068\u3059\u308b\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b\u304b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u6b20\u54c1\u5546\u54c1\u306e\u5e83\u544a\u304c\u914d\u4fe1\u4e2d\u306a\u3089\u3001\u5bfe\u5fdc1\u301c3\u3092\u9078\u3076\u969b\u306b\u3001\u5e83\u544a\u3092\u6b62\u3081\u308b\u304b\u6848\u5185\u5148\u3092\u5207\u308a\u66ff\u3048\u308b\u304b\u3082\u540c\u6642\u306b\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u3001\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306b\u5728\u5eab\u304c\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\u304b\u3089\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u5bfe\u5fdc1\u3011\u4f7f\u3048\u308b\u5728\u5eab\u304c\u3042\u308c\u3070\u5e97\u8217\u30fb\u5009\u5eab\u304b\u3089\u79fb\u3059<\/h3>\n<p><strong>\u307b\u304b\u306e\u5e97\u8217\u3084\u5009\u5eab\u306b\u8ca9\u58f2\u3067\u304d\u308b\u5728\u5eab\u304c\u3042\u308a\u3001\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u306a\u3089\u3001\u5728\u5eab\u306e\u79fb\u52d5\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u79fb\u52d5\u5143\u306b\u8ca9\u58f2\u53ef\u80fd\u306a\u6700\u5f8c\u306e1\u70b9\u3057\u304b\u306a\u3044\u5834\u5408\u306f\u3001\u79fb\u52d5\u5148\u3067\u306e\u9867\u5ba2\u306e\u53d7\u53d6\u5e0c\u671b\u3068\u3001\u79fb\u52d5\u5143\u306e\u4e88\u7d04\u30fb\u8ca9\u58f2\u898b\u8fbc\u307f\u3092\u6bd4\u3079\u3001\u305d\u306e1\u70b9\u3092\u3069\u3053\u3067\u8ca9\u58f2\u3059\u308b\u304b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u79fb\u52d5\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u62c5\u5f53\u8005\u9593\u3067\u70b9\u6570\u3068\u5230\u7740\u4e88\u5b9a\u3092\u5171\u6709\u3057\u3001\u79fb\u52d5\u5143\u3068\u79fb\u52d5\u5148\u306e\u8ca9\u58f2\u53ef\u80fd\u6570\u3092\u66f4\u65b0\u3057\u3066\u3001\u9867\u5ba2\u3078\u53d7\u53d6\u30fb\u914d\u9001\u4e88\u5b9a\u65e5\u3092\u6848\u5185\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u5bfe\u5fdc2\u3011\u518d\u5165\u8377\u306e\u898b\u901a\u3057\u306b\u5fdc\u3058\u3066\u4e88\u7d04\u8ca9\u58f2\u304b\u518d\u5165\u8377\u901a\u77e5\u3092\u6848\u5185\u3059\u308b<\/h3>\n<p><strong>\u5165\u8377\u65e5\u3068\u6570\u91cf\u304c\u6c7a\u307e\u308a\u3001\u9867\u5ba2\u304c\u5fc5\u8981\u3068\u3059\u308b\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b\u306a\u3089\u4e88\u7d04\u8ca9\u58f2\u3001\u518d\u5165\u8377\u3092\u898b\u8fbc\u3080\u3082\u306e\u306e\u65e5\u6642\u3084\u6570\u91cf\u304c\u672a\u78ba\u5b9a\u306a\u3089\u518d\u5165\u8377\u901a\u77e5\u3092\u6848\u5185\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u300112\u670824\u65e5\u306e\u671d\u306b\u5009\u5eab\u3078\u5165\u8377\u3057\u3066\u3082\u3001\u914d\u9054\u304c25\u65e5\u306b\u306a\u308b\u306a\u3089\u300124\u65e5\u306b\u5fc5\u8981\u306a\u9867\u5ba2\u306b\u306f\u6848\u5185\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u6848\u5185\u3092\u59cb\u3081\u308b\u969b\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u5bfe\u5fdc\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u4e88\u7d04\u8ca9\u58f2\uff1a<\/strong>\u78ba\u4fdd\u3067\u304d\u305f\u6570\u91cf\u3092\u53d7\u4ed8\u4e0a\u9650\u306b\u8a2d\u5b9a\u3057\u3001\u5546\u54c1\u30da\u30fc\u30b8\u3084\u5e97\u982d\u306b\u53d7\u53d6\u30fb\u914d\u9001\u4e88\u5b9a\u65e5\u3092\u793a\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u518d\u5165\u8377\u901a\u77e5\uff1a<\/strong>\u5165\u8377\u6642\u671f\u3084\u6570\u91cf\u304c\u672a\u78ba\u5b9a\u3060\u3068\u4f1d\u3048\u3001\u8cfc\u5165\u3092\u7d04\u675f\u305b\u305a\u306b\u901a\u77e5\u5e0c\u671b\u3092\u53d7\u3051\u4ed8\u3051\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u5165\u8377\u4e88\u5b9a\u304c\u5909\u308f\u3063\u305f\u5834\u5408\u306f\u6848\u5185\u3092\u66f4\u65b0\u3057\u3001\u5fc5\u8981\u306a\u65e5\u307e\u3067\u306b\u6e21\u305b\u306a\u3044\u898b\u8fbc\u307f\u306a\u3089\u4ee3\u66ff\u5546\u54c1\u3082\u63d0\u793a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u5bfe\u5fdc3\u301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decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6927\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison.png\" alt=\"\u540c\u3058\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u4e21\u65e5\u3068\u308230\u70b9\u58f2\u308c\u305f\u4f8b\u30021\u65e5\u76ee\u306f15\u6642\u306b\u58f2\u308a\u5207\u308c\u306619\u6642\u307e\u3067\u6b20\u54c1\u3057\u30012\u65e5\u76ee\u306f19\u6642\u307e\u3067\u5728\u5eab\u304c\u3042\u3063\u305f\u3002\u8ca9\u58f2\u6570\u3060\u3051\u3067\u306f\u6b20\u54c1\u4e2d\u306e\u9700\u8981\u304c\u308f\u304b\u3089\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u56f3\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-demand-comparison-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p>1\u65e5\u76ee\u306e\u8ca9\u58f2\u657030\u70b9\u3060\u3051\u3092\u7fcc\u5e74\u306e\u5728\u5eab\u6570\u306e\u76ee\u5b89\u306b\u3059\u308b\u3068\u300115\uff5e19\u6642\u306e\u9700\u8981\u3092\u898b\u843d\u3068\u3059\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7fcc\u5e74\u306e\u5728\u5eab\u3092\u8003\u3048\u308b\u969b\u306f\u300115\uff5e19\u6642\u3092\u6b20\u54c1\u6642\u9593\u3068\u3057\u3066\u6b8b\u3057\u3001\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u3092\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u3046\u3048\u3067\u3001\u5897\u3084\u3057\u305f\u5728\u5eab\u304c\u4f59\u308b\u5834\u5408\u306e\u5024\u5f15\u304d\u30fb\u5ec3\u68c4\u306e\u8ca0\u62c5\u3068\u3082\u6bd4\u3079\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"christmas-stockout-estimate\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308b4\u3064\u306e\u624b\u9806\u3068\u6ce8\u610f\u70b9<\/h2>\n<p><strong>\u6b20\u54c1\u4e2d\u306b\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u306f\u3001\u6b20\u54c1\u6642\u9593\u3068\u8ca9\u58f2\u30da\u30fc\u30b9\u304b\u3089\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u3053\u3067\u306f\u300112\u670824\u65e5\u306b\u5f53\u65e5\u8ca9\u58f2\u5206\u306e\u30af\u30ea\u30b9\u30de\u30b9\u30b1\u30fc\u30ad\u304c\u58f2\u308a\u5207\u308c\u305f\u67b6\u7a7a\u306e\u4f8b\u3092\u4f7f\u3044\u3001\u6570\u91cf\u30fb\u58f2\u4e0a\u9ad8\u30fb\u7c97\u5229\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002<\/p>\n<p>\u53d6\u308a\u4e0a\u3052\u308b4\u3064\u306e\u624b\u9806\u3068\u6ce8\u610f\u70b9\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u3010\u624b\u98061\u3011\u58f2\u308a\u5207\u308c\u304b\u3089\u518d\u5165\u8377\u307e\u305f\u306f\u8ca9\u58f2\u7d42\u4e86\u307e\u3067\u306e\u6b20\u54c1\u6642\u9593\u3092\u51fa\u3059<\/li>\n<li>\u3010\u624b\u98062\u3011\u6b20\u54c1\u3057\u305f\u6642\u9593\u5e2f\u306b\u8fd1\u3044\u8ca9\u58f2\u5b9f\u7e3e\u304b\u3089\u8ca9\u58f2\u30da\u30fc\u30b9\u3092\u51fa\u3059<\/li>\n<li>\u3010\u624b\u98063\u3011\u8ca9\u58f2\u30da\u30fc\u30b9\u3068\u6b20\u54c1\u6642\u9593\u304b\u3089\u8ca9\u58f2\u3067\u304d\u306a\u304b\u3063\u305f\u6570\u91cf\u3092\u898b\u7a4d\u3082\u308b<\/li>\n<li>\u3010\u624b\u98064\u3011\u63a8\u5b9a\u6570\u91cf\u304b\u3089\u58f2\u4e0a\u9ad8\u3068\u7c97\u5229\u3092\u305d\u308c\u305e\u308c\u898b\u7a4d\u3082\u308b<\/li>\n<li>\u3010\u6ce8\u610f\u70b9\u3011\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u3084\u518d\u5165\u8377\u5e0c\u671b\u3092\u8ca9\u58f2\u6570\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044<\/li>\n<\/ul>\n<p>\u5404\u624b\u9806\u3067\u4f7f\u3046\u6570\u5b57\u306e\u95a2\u4fc2\u3092\u3001\u6b21\u306e\u56f3\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6929\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps.png\" alt=\"\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u6b20\u54c1\u6642\u9593\u3068\u8ca9\u58f2\u30da\u30fc\u30b9\u304b\u3089\u3001\u63a8\u5b9a\u6570\u91cf\u30fb\u58f2\u4e0a\u9ad8\u30fb\u7c97\u5229\u3092\u898b\u7a4d\u3082\u308b4\u3064\u306e\u624b\u9806\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-estimation-steps-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p>\u81ea\u793e\u306e\u5546\u54c1\u306b\u5f53\u3066\u306f\u3081\u308b\u969b\u306f\u3001\u5bfe\u8c61\u5546\u54c1\u3068\u8ca9\u58f2\u5834\u6240\u3054\u3068\u306b\u58f2\u308c\u305f\u6642\u523b\u30fb\u500b\u6570\u30fb\u5728\u5eab\u306e\u8a18\u9332\u3092\u305d\u308d\u3048\u3001\u5358\u4fa1\u30fb\u539f\u4fa1\u3068\u6bd4\u8f03\u65e5\u306e\u8ca9\u4fc3\u6761\u4ef6\u3082\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u624b\u98061\u3011\u58f2\u308a\u5207\u308c\u304b\u3089\u518d\u5165\u8377\u307e\u305f\u306f\u8ca9\u58f2\u7d42\u4e86\u307e\u3067\u306e\u6b20\u54c1\u6642\u9593\u3092\u51fa\u3059<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6930\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours.png\" alt=\"4\u3064\u306e\u624b\u9806\u306e\u3046\u3061\u3001\u58f2\u308a\u5207\u308c\u304b\u3089\u8ca9\u58f2\u518d\u958b\u307e\u305f\u306f\u8ca9\u58f2\u7d42\u4e86\u307e\u3067\u306e\u6b20\u54c1\u6642\u9593\u3092\u51fa\u3059\u624b\u9806\u3092\u5f37\u8abf\u3057\u305f\u56f3\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-1-hours-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p><strong>\u6b20\u54c1\u6642\u9593\u306f\u3001\u8ca9\u58f2\u671f\u9593\u4e2d\u306b\u5728\u5eab\u5207\u308c\u3067\u5546\u54c1\u3092\u8ca9\u58f2\u3067\u304d\u306a\u304b\u3063\u305f\u6642\u9593\u3067\u3059\u3002<\/strong><\/p>\n<p>\u4eca\u56de\u306e\u4f8b\u3067\u306f\u300112\u670824\u65e5\u306e\u5f53\u65e5\u8ca9\u58f2\u5206\u306e\u30af\u30ea\u30b9\u30de\u30b9\u30b1\u30fc\u30ad\u304c16\u6642\u306b\u58f2\u308a\u5207\u308c\u3001\u518d\u5165\u8377\u305b\u305a19\u6642\u306b\u8ca9\u58f2\u3092\u7d42\u3048\u305f\u305f\u3081\u3001\u6b20\u54c1\u6642\u9593\u306f19\u6642\uff0d16\u6642\uff1d3\u6642\u9593\u3067\u3059\u3002<\/p>\n<p>\u4e88\u7d04\u6e08\u307f\u306e\u30b1\u30fc\u30ad\u306f\u3059\u3067\u306b\u6ce8\u6587\u304c\u78ba\u5b9a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5f53\u65e5\u8ca9\u58f2\u5206\u3067\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u306e\u63a8\u5b9a\u306b\u306f\u542b\u3081\u307e\u305b\u3093\u3002<\/p>\n<h3>\u3010\u624b\u98062\u3011\u6b20\u54c1\u3057\u305f\u6642\u9593\u5e2f\u306b\u8fd1\u3044\u8ca9\u58f2\u5b9f\u7e3e\u304b\u3089\u8ca9\u58f2\u30da\u30fc\u30b9\u3092\u51fa\u3059<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6931\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace.png\" alt=\"4\u3064\u306e\u624b\u9806\u306e\u3046\u3061\u3001\u5728\u5eab\u304c\u3042\u3063\u305f\u65e5\u306e\u8ca9\u58f2\u500b\u6570\u304b\u3089\u8ca9\u58f2\u30da\u30fc\u30b9\u3092\u51fa\u3059\u624b\u9806\u3092\u5f37\u8abf\u3057\u305f\u56f3\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-2-sales-pace-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p><strong>\u6b20\u54c1\u3057\u305f\u6642\u9593\u5e2f\u3092\u901a\u3057\u3066\u5546\u54c1\u3092\u8ca9\u58f2\u3067\u304d\u305f\u65e5\u306e\u5b9f\u7e3e\u304b\u3089\u30011\u6642\u9593\u3042\u305f\u308a\u306e\u8ca9\u58f2\u6570\u3092\u6c42\u3081\u307e\u3059\u3002<\/strong><\/p>\n<p>POS\u3084EC\u306e\u6ce8\u6587\u5c65\u6b74\u304b\u3089\u540c\u3058\u8ca9\u58f2\u5834\u6240\u30fb\u6642\u9593\u5e2f\u306b\u58f2\u308c\u305f\u5bfe\u8c61\u5546\u54c1\u306e\u500b\u6570\u3092\u5408\u8a08\u3057\u3001\u5728\u5eab\u8a18\u9332\u3067\u9014\u4e2d\u6b20\u54c1\u306e\u306a\u3044\u65e5\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<p>\u9014\u4e2d\u3067\u6b20\u54c1\u3057\u305f\u65e5\u306f\u8ca9\u58f2\u30da\u30fc\u30b9\u3092\u4f4e\u304f\u898b\u7a4d\u3082\u308b\u304a\u305d\u308c\u304c\u3042\u308a\u3001\u58f2\u308a\u5207\u308c\u76f4\u524d\u306e\u58f2\u308c\u884c\u304d\u304c\u305d\u306e\u5f8c\u3082\u7d9a\u304f\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u6bd4\u8f03\u3059\u308b\u65e5\u306e\u6761\u4ef6\u3092\u6b21\u306e\u3088\u3046\u306b\u78ba\u304b\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u66dc\u65e5\u30fb\u6642\u9593\u5e2f\u30fb\u30af\u30ea\u30b9\u30de\u30b9\u307e\u3067\u306e\u6b8b\u308a\u65e5\u6570<\/li>\n<li>\u4fa1\u683c\u30fb\u5272\u5f15\u30fb\u5e83\u544a\u306a\u3069\u306e\u8ca9\u4fc3\u6761\u4ef6<\/li>\n<li>\u8ca9\u58f2\u5834\u6240\u3068\u3001\u5e97\u8217\u306e\u6765\u5e97\u6570\u307e\u305f\u306fEC\u30b5\u30a4\u30c8\u3078\u306e\u6d41\u5165\u6570<\/li>\n<\/ul>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u5272\u5f15\u3084\u5e83\u544a\u3067\u6765\u5e97\u6570\u304c\u5927\u304d\u304f\u5897\u3048\u305f\u5019\u88dc\u65e5\u306f\u907f\u3051\u3001\u540c\u3058\u5e97\u8217\u3067\u4fa1\u683c\u30fb\u8ca9\u4fc3\u6761\u4ef6\u304c24\u65e5\u3068\u540c\u3058\u3001\u6765\u5e97\u6570\u3082\u8fd1\u3044\u5225\u306e\u65e5\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u65e5\u306e16\uff5e19\u6642\u306f\u6b20\u54c1\u3057\u3066\u304a\u3089\u305a\u3001\u4e88\u7d04\u5206\u3092\u9664\u3044\u305f\u5f53\u65e5\u8ca9\u58f2\u306e\u30b1\u30fc\u30ad\u304c6\u500b\u58f2\u308c\u305f\u305f\u3081\u30016\u500b\u00f73\u6642\u9593\uff1d1\u6642\u9593\u3042\u305f\u308a2\u500b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u6761\u4ef6\u304c\u8fd1\u3044\u65e5\u3067\u308224\u65e5\u3068\u307e\u3063\u305f\u304f\u540c\u3058\u3067\u306f\u306a\u3044\u305f\u3081\u30011\u6642\u9593\u3042\u305f\u308a2\u500b\u306f\u76ee\u5b89\u3068\u3057\u3001\u3010\u624b\u98064\u3011\u3067\u8ca9\u58f2\u30da\u30fc\u30b9\u306b\u5e45\u3092\u6301\u305f\u305b\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u624b\u98063\u3011\u8ca9\u58f2\u30da\u30fc\u30b9\u3068\u6b20\u54c1\u6642\u9593\u304b\u3089\u8ca9\u58f2\u3067\u304d\u306a\u304b\u3063\u305f\u6570\u91cf\u3092\u898b\u7a4d\u3082\u308b<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6932\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units.png\" alt=\"4\u3064\u306e\u624b\u9806\u306e\u3046\u3061\u3001\u8ca9\u58f2\u30da\u30fc\u30b9\u3068\u6b20\u54c1\u6642\u9593\u304b\u3089\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u3092\u898b\u7a4d\u3082\u308b\u624b\u9806\u3092\u5f37\u8abf\u3057\u305f\u56f3\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-3-units-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p><strong>\u8ca9\u58f2\u30da\u30fc\u30b9\u306b\u6b20\u54c1\u6642\u9593\u3092\u639b\u3051\u3066\u3001\u8ca9\u58f2\u3067\u304d\u306a\u304b\u3063\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u3092\u51fa\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u30011\u6642\u9593\u3042\u305f\u308a2\u500b\u306e\u8ca9\u58f2\u30da\u30fc\u30b9\u304c\u6b20\u54c1\u4e2d\u306e3\u6642\u9593\u3082\u7d9a\u3044\u305f\u3068\u4eee\u5b9a\u3057\u30012\u500b\u00d73\uff1d6\u500b\u3068\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n<p>6\u500b\u306f\u8cfc\u5165\u5e0c\u671b\u8005\u3092\u5b9f\u969b\u306b\u6570\u3048\u305f\u7d50\u679c\u3067\u306f\u306a\u304f\u3001<strong>\u5728\u5eab\u304c\u3042\u308c\u3070\u58f2\u308c\u305f\u53ef\u80fd\u6027\u306e\u3042\u308b\u6570\u91cf<\/strong>\u3067\u3059\u3002<\/p>\n<h3>\u3010\u624b\u98064\u3011\u63a8\u5b9a\u6570\u91cf\u304b\u3089\u58f2\u4e0a\u9ad8\u3068\u7c97\u5229\u3092\u305d\u308c\u305e\u308c\u898b\u7a4d\u3082\u308b<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-6933\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit.png\" alt=\"4\u3064\u306e\u624b\u9806\u306e\u3046\u3061\u3001\u63a8\u5b9a\u6570\u91cf\u304b\u3089\u58f2\u4e0a\u9ad8\u3068\u7c97\u5229\u3092\u898b\u7a4d\u3082\u308b\u624b\u9806\u3092\u5f37\u8abf\u3057\u305f\u56f3\" width=\"1580\" height=\"800\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit.png 1580w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-300x152.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-1024x518.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-768x389.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-1536x778.png 1536w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-400x203.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-800x405.png 800w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/10\/christmas-stockout-loss-step-4-revenue-profit-1200x608.png 1200w\" sizes=\"auto, (max-width: 1580px) 100vw, 1580px\" \/><\/p>\n<p><strong>\u3010\u624b\u98063\u3011\u3067\u898b\u7a4d\u3082\u3063\u305f\u6570\u91cf\u306b\u5546\u54c1\u5358\u4fa1\u3092\u639b\u3051\u3066\u58f2\u4e0a\u9ad8\u3092\u30011\u500b\u3042\u305f\u308a\u306e\u7c97\u5229\u3092\u639b\u3051\u3066\u7c97\u5229\u3092\u51fa\u3057\u307e\u3059\u3002<\/strong><\/p>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u30b1\u30fc\u30ad\u306e\u5358\u4fa1\u304c3,000\u5186\u3001\u5546\u54c1\u539f\u4fa1\u304c1,800\u5186\u306a\u306e\u3067\u30011\u500b\u3042\u305f\u308a\u306e\u7c97\u5229\u306f3,000\u5186\uff0d1,800\u5186\uff1d1,200\u5186\u3067\u3059\u3002<\/p>\n<p>\u6b20\u54c1\u6642\u9593\u30923\u6642\u9593\u3068\u3057\u3001\u6a19\u6e96\u306e\u300c1\u6642\u9593\u3042\u305f\u308a2\u500b\u300d\u306b\u52a0\u3048\u3066\u3001\u5c11\u306a\u3081\u30fb\u591a\u3081\u306e\u8ca9\u58f2\u30da\u30fc\u30b9\u3067\u3082\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table style=\"width: 100%;\">\n<thead>\n<tr>\n<th style=\"width: 10.0907%;\">\u60f3\u5b9a<\/th>\n<th style=\"width: 23.9229%;\">\u8ca9\u58f2\u30da\u30fc\u30b9\uff081\u6642\u9593\u3042\u305f\u308a\uff09<\/th>\n<th style=\"width: 20.2948%;\">\u63a8\u5b9a\u6570\u91cf<\/th>\n<th style=\"width: 23.2426%;\">\u63a8\u5b9a\u58f2\u4e0a\u9ad8<\/th>\n<th style=\"width: 22.3356%;\">\u63a8\u5b9a\u7c97\u5229<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 10.0907%;\">\u5c11\u306a\u3081<\/td>\n<td style=\"width: 23.9229%;\">1\u500b<\/td>\n<td style=\"width: 20.2948%;\">3\u500b<\/td>\n<td style=\"width: 23.2426%;\">9,000\u5186<\/td>\n<td style=\"width: 22.3356%;\">3,600\u5186<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 10.0907%;\">\u6a19\u6e96<\/td>\n<td style=\"width: 23.9229%;\">2\u500b<\/td>\n<td style=\"width: 20.2948%;\">2\u500b\u00d73\uff1d<strong>6\u500b<\/strong><\/td>\n<td style=\"width: 23.2426%;\">6\u500b\u00d73,000\u5186\uff1d<strong>18,000\u5186<\/strong><\/td>\n<td style=\"width: 22.3356%;\">6\u500b\u00d71,200\u5186\uff1d<strong>7,200\u5186<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 10.0907%;\">\u591a\u3081<\/td>\n<td style=\"width: 23.9229%;\">3\u500b<\/td>\n<td style=\"width: 20.2948%;\">9\u500b<\/td>\n<td style=\"width: 23.2426%;\">27,000\u5186<\/td>\n<td style=\"width: 22.3356%;\">10,800\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u63a8\u5b9a\u7c97\u5229\u306f\u7fcc\u5e74\u306e\u5728\u5eab\u6570\u3092\u8003\u3048\u308b\u6750\u6599\u3067\u3059\u304c\u3001\u6b20\u54c1\u3057\u305f\u30b1\u30fc\u30ad\u3092\u5bfe\u8c61\u306b\u3057\u305f\u898b\u7a4d\u3082\u308a\u3067\u3042\u308a\u3001\u5e97\u5168\u4f53\u306e\u640d\u5931\u984d\u3092\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u5c11\u306a\u3081\u30fb\u591a\u3081\u306e\u8ca9\u58f2\u30da\u30fc\u30b9\u306f\u8aac\u660e\u7528\u306e\u4eee\u5b9a\u306a\u306e\u3067\u3001\u5b9f\u52d9\u3067\u306f\u6b20\u54c1\u3057\u3066\u3044\u306a\u3044\u8907\u6570\u306e\u65e5\u3084\u5e97\u8217\u306e\u540c\u3058\u6642\u9593\u5e2f\u3092\u6bd4\u3079\u3001\u6761\u4ef6\u306e\u9055\u3044\u3092\u8e0f\u307e\u3048\u3066\u5e45\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u4ee3\u66ff\u5546\u54c1\u306e\u5b9f\u969b\u306e\u58f2\u4e0a\u30fb\u7c97\u5229\u306f\u5225\u306b\u8a18\u9332\u3057\u3001\u63a1\u7528\u3057\u305f\u8ca9\u58f2\u30da\u30fc\u30b9\u3068\u6bd4\u8f03\u6761\u4ef6\u3082\u63a8\u5b9a\u7d50\u679c\u3068\u4e00\u7dd2\u306b\u6b8b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u6ce8\u610f\u70b9\u3011\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u3084\u518d\u5165\u8377\u5e0c\u671b\u3092\u8ca9\u58f2\u6570\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044<\/h3>\n<p><strong>\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u3084\u518d\u5165\u8377\u5e0c\u671b\u306f\u3001\u6b20\u54c1\u4e2d\u306e\u95a2\u5fc3\u3092\u77e5\u308b\u6750\u6599\u3067\u3059\u304c\u3001\u8ca9\u58f2\u6570\u306b\u306f\u305d\u306e\u307e\u307e\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u30ab\u30fc\u30c8\u8ffd\u52a0\u6570\u3084\u554f\u3044\u5408\u308f\u305b\u6570\u3082\u542b\u3081\u3001\u305d\u308c\u305e\u308c\u306e\u6570\u5024\u304b\u3089\u308f\u304b\u308b\u3053\u3068\u3068\u3001\u8cfc\u5165\u6570\u3068\u3057\u3066\u6271\u3048\u306a\u3044\u7406\u7531\u3092\u5206\u3051\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th>\u78ba\u8a8d\u3059\u308b\u6570\u5024<\/th>\n<th>\u9700\u8981\u3092\u8003\u3048\u308b\u624b\u639b\u304b\u308a<\/th>\n<th>\u8ca9\u58f2\u6570\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u306a\u3044\u7406\u7531<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5546\u54c1\u30da\u30fc\u30b8\u95b2\u89a7\u6570<\/strong><\/td>\n<td>\u6b20\u54c1\u4e2d\u306b\u3082\u5546\u54c1\u304c\u898b\u3089\u308c\u3066\u3044\u308b\u304b<\/td>\n<td>\u540c\u3058\u4eba\u306e\u7e70\u308a\u8fd4\u3057\u306e\u95b2\u89a7\u3084\u3001\u8cfc\u5165\u3092\u8003\u3048\u3066\u3044\u306a\u3044\u95b2\u89a7\u3082\u542b\u3080<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ab\u30fc\u30c8\u8ffd\u52a0\u6570<\/strong><\/td>\n<td>\u8cfc\u5165\u524d\u306e\u64cd\u4f5c\u307e\u3067\u9032\u3093\u3060\u304b<\/td>\n<td>\u6ce8\u6587\u306e\u5b8c\u4e86\u3067\u306f\u306a\u304f\u3001\u6b20\u54c1\u4e2d\u306f\u30ab\u30fc\u30c8\u306b\u5165\u308c\u3089\u308c\u306a\u3044\u30b5\u30a4\u30c8\u3082\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u518d\u5165\u8377\u901a\u77e5\u306e\u767b\u9332\u6570<\/strong><\/td>\n<td>\u518d\u5165\u8377\u306e\u6848\u5185\u3092\u5e0c\u671b\u3059\u308b\u4eba\u304c\u3044\u308b\u304b<\/td>\n<td>\u901a\u77e5\u3092\u53d7\u3051\u305f\u4eba\u304c\u5fc5\u305a\u8cfc\u5165\u3059\u308b\u3068\u306f\u9650\u3089\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td><strong>\u554f\u3044\u5408\u308f\u305b\u6570<\/strong><\/td>\n<td>\u5728\u5eab\u3084\u4ee3\u66ff\u5546\u54c1\u306b\u3064\u3044\u3066\u3069\u3093\u306a\u8cea\u554f\u304c\u3042\u308b\u304b<\/td>\n<td>\u540c\u3058\u4eba\u304b\u3089\u306e\u8907\u6570\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u3042\u308a\u3001\u8cfc\u5165\u306e\u78ba\u5b9a\u3092\u610f\u5473\u3057\u306a\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u6b20\u54c1\u4e2d\u306b\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u304c\u5897\u3048\u305f\u5834\u5408\u306f\u3001\u5e83\u544a\u3084\u7279\u96c6\u30da\u30fc\u30b8\u304b\u3089\u306e\u6d41\u5165\u304c\u5897\u3048\u305f\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u6bd4\u8f03\u306b\u4f7f\u3063\u305f\u65e5\u3068\u6d41\u5165\u72b6\u6cc1\u304c\u9055\u3046\u306a\u3089\u3001\u8ca9\u58f2\u5b9f\u7e3e\u3092\u9078\u3073\u76f4\u3059\u304b\u3001\u63a8\u5b9a\u5024\u306b\u5e45\u3092\u6301\u305f\u305b\u308b\u7406\u7531\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u8ca9\u58f2\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3084\u5206\u6790\u304c\u96e3\u3057\u3044\u5834\u5408\u306fCacco\u306b\u76f8\u8ac7\u3059\u308b<\/h2>\n<p><strong>\u5e97\u8217\u3068EC\u30b5\u30a4\u30c8\u306e\u8ca9\u58f2\u30fb\u5728\u5eab\u30c7\u30fc\u30bf\u304c\u5206\u304b\u308c\u3001\u6a5f\u4f1a\u640d\u5931\u306e\u898b\u7a4d\u3082\u308a\u306b\u4f7f\u3046\u6761\u4ef6\u3092\u305d\u308d\u3048\u306b\u304f\u3044\u5834\u5408\u306f\u3001\u300c<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_6898\" target=\"_blank\" rel=\"noopener\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300d\u306b\u76f8\u8ac7\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u5e97\u8217\u306e\u300c\u6700\u5f8c\u306b\u58f2\u308c\u305f\u6642\u523b\u300d\u3068EC\u30b5\u30a4\u30c8\u306e\u300c\u5728\u5eab\u5207\u308c\u8868\u793a\u306b\u5909\u308f\u3063\u305f\u6642\u523b\u300d\u306f\u3001\u3069\u3061\u3089\u3082\u5546\u54c1\u3092\u8cb7\u3048\u306a\u304f\u306a\u3063\u305f\u6642\u523b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u306f\u3001\u624b\u5143\u306e\u30c7\u30fc\u30bf\u304c\u4f55\u3092\u793a\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3068\u5206\u6790\u306e\u9032\u3081\u65b9\u3092\u8003\u3048\u308b\u3068\u3053\u308d\u304b\u3089\u76f8\u8ac7\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u7121\u6599\u3067\u5bfe\u5fdc\uff1a<\/strong>\u30d2\u30a2\u30ea\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u306e\u72b6\u6cc1\u78ba\u8a8d\u3001\u8ab2\u984c\u306e\u6574\u7406\u3068\u9032\u3081\u65b9\u306e\u63d0\u6848<\/li>\n<li><strong>\u6709\u6599\u3067\u5bfe\u5fdc\uff1a<\/strong>\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u6574\u5099\u30fb\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u30fb\u5206\u6790<\/li>\n<\/ul>\n<p>\u3069\u306e\u8a18\u9332\u304b\u3089\u78ba\u8a8d\u3059\u308c\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u3082\u3001\u73fe\u5728\u3042\u308b\u30c7\u30fc\u30bf\u3068\u56f0\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u304a\u805e\u304b\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2>\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u5728\u5eab\u5207\u308c\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f6\u3064<\/h2>\n<p><strong>\u518d\u5165\u8377\u5f8c\u306e\u58f2\u308a\u9003\u3057\u306e\u6271\u3044\u304b\u3089\u3001\u7fcc\u5e74\u306b\u5411\u3051\u305f\u6e96\u5099\u307e\u3067\u3001\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u5728\u5eab\u5207\u308c\u3067\u8ff7\u3044\u3084\u3059\u30446\u3064\u306e\u7591\u554f\u306b\u7b54\u3048\u307e\u3059\u3002<\/strong><\/p>\n<ul>\n<li>\u3010\u8cea\u554f1\u3011\u5728\u5eab\u30ed\u30b9\u3068\u6a5f\u4f1a\u640d\u5931\u306f\u540c\u3058\u610f\u5473\uff1f<\/li>\n<li>\u3010\u8cea\u554f2\u3011\u30af\u30ea\u30b9\u30de\u30b9\u524d\u306b\u518d\u5165\u8377\u3084\u4ee3\u66ff\u8ca9\u58f2\u304c\u3067\u304d\u308c\u3070\u6a5f\u4f1a\u640d\u5931\u306f\u306a\u304f\u306a\u308b\uff1f<\/li>\n<li>\u3010\u8cea\u554f3\u3011\u58f2\u308a\u5207\u308c\u6642\u523b\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u3082\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308c\u308b\uff1f<\/li>\n<li>\u3010\u8cea\u554f4\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u5728\u5eab\u5207\u308c\u306b\u306a\u308b\u539f\u56e0\u306f\uff1f<\/li>\n<li>\u3010\u8cea\u554f5\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u5834\u5408\u306b\u5099\u3048\u3066\u4f55\u3092\u6c7a\u3081\u3066\u304a\u304f\uff1f<\/li>\n<li>\u3010\u8cea\u554f6\u3011\u7fcc\u5e74\u306e\u30af\u30ea\u30b9\u30de\u30b9\u3067\u5728\u5eab\u5207\u308c\u3092\u6e1b\u3089\u3059\u306b\u306f\uff1f<\/li>\n<\/ul>\n<p>\u58f2\u308a\u5207\u308c\u5f8c\u306e\u5bfe\u5fdc\u3060\u3051\u3067\u306a\u304f\u3001\u640d\u5931\u306e\u6349\u3048\u65b9\u3084\u7fcc\u5e74\u306b\u5411\u3051\u305f\u5099\u3048\u3082\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u8cea\u554f1\u3011\u5728\u5eab\u30ed\u30b9\u3068\u6a5f\u4f1a\u640d\u5931\u306f\u540c\u3058\u610f\u5473\uff1f<\/h3>\n<p><strong>\u5728\u5eab\u30ed\u30b9\u3068\u6a5f\u4f1a\u640d\u5931\u306f\u3001\u540c\u3058\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u5728\u5eab\u7ba1\u7406\u3067\u6271\u3046\u30ed\u30b9\u306b\u306f\u3001\u6b20\u54c1\u306b\u3088\u3063\u3066\u58f2\u4e0a\u3092\u9003\u3059\u300c\u30c1\u30e3\u30f3\u30b9\u30ed\u30b9\u300d\u306e\u307b\u304b\u3001\u5546\u54c1\u306e\u5ec3\u68c4\u306b\u3088\u308b\u300c\u5ec3\u68c4\u30ed\u30b9\u300d\u3001\u5024\u4e0b\u3052\u306b\u3088\u308b\u300c\u5024\u4e0b\u3052\u30ed\u30b9\u300d\u3001\u5e33\u7c3f\u3068\u5b9f\u969b\u306e\u5728\u5eab\u306e\u305a\u308c\u306b\u3088\u308b\u300c\u68da\u5378\u30ed\u30b9\u300d\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u3067\u300c\u5728\u5eab\u30ed\u30b9\u300d\u3068\u5831\u544a\u3059\u308b\u969b\u306f\u3001\u3069\u306e\u640d\u5931\u3092\u542b\u3080\u6570\u5b57\u306a\u306e\u304b\u3092\u660e\u78ba\u306b\u3057\u3001\u6a5f\u4f1a\u640d\u5931\u306e\u63a8\u5b9a\u984d\u3068\u3001\u5ec3\u68c4\u30fb\u5024\u4e0b\u3052\u30fb\u68da\u5378\u306e\u5b9f\u7e3e\u304b\u3089\u7b97\u51fa\u3057\u305f\u640d\u5931\u984d\u3092\u5206\u3051\u3066\u793a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/www.smrj.go.jp\/supporter\/tool\/guidebook\/fbrion0000004agy-att\/a19vbo000000dm3f.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e2d\u5c0f\u4f01\u696d\u57fa\u76e4\u6574\u5099\u6a5f\u69cb\u300c\u7b2c10\u7ae0 \u5c0f\u58f2\u696d\u300dp.93<\/a><\/p>\n<h3>\u3010\u8cea\u554f2\u3011\u30af\u30ea\u30b9\u30de\u30b9\u524d\u306b\u518d\u5165\u8377\u3084\u4ee3\u66ff\u8ca9\u58f2\u304c\u3067\u304d\u308c\u3070\u6a5f\u4f1a\u640d\u5931\u306f\u306a\u304f\u306a\u308b\uff1f<\/h3>\n<p><strong>\u518d\u5165\u8377\u3084\u4ee3\u66ff\u5546\u54c1\u306e\u8ca9\u58f2\u304c\u3067\u304d\u3066\u3082\u3001\u6b20\u54c1\u4e2d\u306b\u9003\u3057\u305f\u8ca9\u58f2\u6a5f\u4f1a\u3092\u3059\u3079\u3066\u53d6\u308a\u623b\u305b\u305f\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u518d\u5165\u8377\u524d\u306b\u8cfc\u5165\u3092\u3084\u3081\u305f\u4eba\u304c\u3044\u305f\u304b\u3069\u3046\u304b\u306f\u3001\u518d\u5165\u8377\u5f8c\u306e\u8ca9\u58f2\u6570\u3060\u3051\u3067\u306f\u308f\u304b\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u4ee3\u66ff\u5546\u54c1\u3067\u53d7\u3051\u305f\u6ce8\u6587\u306f\u5b9f\u7e3e\u3068\u3057\u3066\u5225\u306b\u8a18\u9332\u3057\u3001\u5143\u5546\u54c1\u306b\u3064\u3044\u3066\u306f4\u7ae0\u300e<a href=\"#christmas-stockout-estimate\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308b4\u3064\u306e\u624b\u9806\u3068\u6ce8\u610f\u70b9<\/a>\u300f\u3067\u89e3\u8aac\u3057\u305f\u624b\u9806\u3067\u6b20\u54c1\u4e2d\u306b\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u3092\u898b\u7a4d\u3082\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u8cea\u554f3\u3011\u58f2\u308a\u5207\u308c\u6642\u523b\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u3082\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308c\u308b\uff1f<\/h3>\n<p><strong>\u58f2\u308a\u5207\u308c\u305f\u6b63\u78ba\u306a\u6642\u523b\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u3082\u3001\u6700\u5f8c\u306e\u8ca9\u58f2\u6642\u523b\u3068\u5728\u5eab\u5207\u308c\u3092\u78ba\u8a8d\u3057\u305f\u6642\u523b\u304b\u3089\u3001\u6b20\u54c1\u6642\u9593\u3092\u5e45\u3067\u898b\u7a4d\u3082\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6700\u5f8c\u306b\u58f2\u308c\u305f\u306e\u304c14\u6642\u3001\u5728\u5eab\u5207\u308c\u3092\u78ba\u8a8d\u3057\u305f\u306e\u304c16\u6642\u3001\u8ca9\u58f2\u7d42\u4e86\u304c19\u6642\u306a\u3089\u3001\u6b20\u54c1\u304c\u59cb\u307e\u3063\u305f\u306e\u306f14\uff5e16\u6642\u306e\u9593\u3060\u3063\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u5834\u5408\u306f\u6b20\u54c1\u6642\u9593\u30923\uff5e5\u6642\u9593\u3068\u3057\u3066\u8a66\u7b97\u3057\u3001\u958b\u59cb\u6642\u523b\u304c\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u3082\u7d50\u679c\u3068\u4e00\u7dd2\u306b\u6b8b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u8cea\u554f4\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u5728\u5eab\u5207\u308c\u306b\u306a\u308b\u539f\u56e0\u306f\uff1f<\/h3>\n<p><strong>\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u306e\u5728\u5eab\u5207\u308c\u306f\u3001\u60f3\u5b9a\u3088\u308a\u65e9\u304f\u58f2\u308c\u305f\u5834\u5408\u3060\u3051\u3067\u306a\u304f\u3001\u88dc\u5145\u306e\u9045\u308c\u3084\u8ca9\u58f2\u5834\u6240\u3054\u3068\u306e\u5728\u5eab\u306e\u504f\u308a\u3067\u3082\u8d77\u3053\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4e3b\u306a\u539f\u56e0\u306f\u3001\u6b21\u306e3\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u60f3\u5b9a\u3088\u308a\u65e9\u304f\u58f2\u308c\u305f\uff1a<\/strong>\u8ca9\u58f2\u671f\u9593\u306e\u9014\u4e2d\u3067\u3001\u7528\u610f\u3057\u305f\u6570\u91cf\u3092\u4f7f\u3044\u5207\u3063\u305f<\/li>\n<li><strong>\u88dc\u5145\u304c\u9593\u306b\u5408\u308f\u306a\u304b\u3063\u305f\uff1a<\/strong>\u8ffd\u52a0\u306e\u5165\u8377\u3084\u5e97\u8217\u9593\u79fb\u52d5\u304c\u9045\u308c\u3001\u5546\u54c1\u3092\u8ca9\u58f2\u3067\u304d\u306a\u3044\u6642\u9593\u304c\u751f\u3058\u305f<\/li>\n<li><strong>\u5728\u5eab\u304c\u8ca9\u58f2\u5834\u6240\u3054\u3068\u306b\u504f\u3063\u305f\uff1a<\/strong>\u3042\u308b\u5e97\u8217\u3067\u306f\u58f2\u308a\u5207\u308c\u305f\u4e00\u65b9\u3001\u5225\u306e\u5e97\u8217\u306b\u306f\u5728\u5eab\u304c\u6b8b\u3063\u305f<\/li>\n<\/ul>\n<p>\u300c\u4e88\u6e2c\u304c\u5916\u308c\u305f\u300d\u3068\u3072\u3068\u307e\u3068\u3081\u306b\u305b\u305a\u3001\u58f2\u308a\u5207\u308c\u6642\u523b\u3001\u88dc\u5145\u4e88\u5b9a\u3001\u5834\u6240\u3054\u3068\u306e\u5728\u5eab\u3092\u898b\u3066\u3001\u3069\u3053\u3067\u8ca9\u58f2\u3067\u304d\u306a\u304f\u306a\u3063\u305f\u304b\u78ba\u304b\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u3010\u8cea\u554f5\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u5834\u5408\u306b\u5099\u3048\u3066\u4f55\u3092\u6c7a\u3081\u3066\u304a\u304f\uff1f<\/h3>\n<p><strong>\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3068\u304d\u306b\u53d6\u308b\u5bfe\u5fdc\u3068\u3001\u305d\u306e\u5224\u65ad\u6761\u4ef6\u30fb\u62c5\u5f53\u8005\u3092\u8ca9\u58f2\u524d\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n<p>\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u304c\u8feb\u3063\u3066\u304b\u3089\u95a2\u4fc2\u8005\u3078\u306e\u78ba\u8a8d\u3092\u59cb\u3081\u308b\u3068\u3001\u9867\u5ba2\u3078\u306e\u6848\u5185\u3092\u66ff\u3048\u308b\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u6c7a\u3081\u3066\u304a\u304d\u305f\u3044\u5185\u5bb9\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u79fb\u52d5\u5143\u306e\u4e88\u7d04\u5206\u3084\u8ca9\u58f2\u4e88\u5b9a\u3092\u8ab0\u304c\u78ba\u8a8d\u3057\u3001\u5728\u5eab\u306e\u79fb\u52d5\u3092\u6c7a\u3081\u308b\u304b<\/li>\n<li>\u5165\u8377\u65e5\u30fb\u6570\u91cf\u304c\u78ba\u5b9a\u3057\u3001\u671f\u9650\u5185\u306b\u6e21\u305b\u308b\u5834\u5408\u306f\u8ab0\u304c\u4e88\u7d04\u8ca9\u58f2\u3092\u59cb\u3081\u3001\u518d\u5165\u8377\u306e\u898b\u8fbc\u307f\u306f\u3042\u308b\u304c\u65e5\u7a0b\u30fb\u6570\u91cf\u304c\u672a\u78ba\u5b9a\u306a\u5834\u5408\u306f\u8ab0\u304c\u518d\u5165\u8377\u901a\u77e5\u3092\u6848\u5185\u3059\u308b\u304b<\/li>\n<li>\u4ee3\u66ff\u5546\u54c1\u3068\u3057\u3066\u6848\u5185\u3059\u308b\u5019\u88dc\u3068\u5305\u88c5\u30fb\u53d7\u53d6\u6761\u4ef6\u3001\u58f2\u308a\u5207\u308c\u305f\u969b\u306b\u8ab0\u304c\u5019\u88dc\u5546\u54c1\u306e\u5728\u5eab\u3092\u78ba\u8a8d\u3059\u308b\u304b<\/li>\n<li>\u6b20\u54c1\u5546\u54c1\u306e\u5e83\u544a\u3084\u4e88\u7d04\u6e08\u307f\u306eSNS\u6295\u7a3f\u3092\u3001\u8ab0\u304c\u505c\u6b62\u30fb\u5909\u66f4\u3059\u308b\u304b<\/li>\n<\/ul>\n<p>\u5728\u5eab\u79fb\u52d5\u3084\u4e88\u7d04\u8ca9\u58f2\u306a\u3069\u3092\u9078\u3076\u6761\u4ef6\u306f\u30012\u7ae0\u300e<a href=\"#christmas-stockout-response\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3068\u304d\u306e4\u3064\u306e\u5bfe\u5fdc\u3068\u9078\u3073\u65b9<\/a>\u300f\u306e\u6bd4\u8f03\u8868\u3092\u53c2\u8003\u306b\u3001\u518d\u5165\u8377\u306e\u898b\u901a\u3057\u3068\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u5fdc\u3058\u3066\u6c7a\u3081\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5546\u54c1\u9078\u3073\u3084\u5728\u5eab\u78ba\u4fdd\u3001\u53d7\u6ce8\u30fb\u914d\u9001\u4f53\u5236\u307e\u3067\u898b\u76f4\u3059\u5834\u5408\u306f\u3001\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6863\/\" target=\"_blank\" rel=\"noopener\">\u30102026\u5e74\u6700\u65b0\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u5bfe\u7b566\u9078\uff5c\u58f2\u4e0a\u30a2\u30c3\u30d7\u306b\u3064\u306a\u3052\u308b\u6e96\u5099\u3068\u9032\u3081\u65b9<\/a>\u300f\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\n<div class=\"cardlink cardlink--vertical\">\n  <a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/6863\/\" target=\"_blank\">\n    <div class=\"cardlink_thumbnail\"><img src='https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/09\/\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u5bfe\u7b56\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-300x185.png' alt='\u30102026\u5e74\u6700\u65b0\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u5bfe\u7b566\u9078\uff5c\u58f2\u4e0a\u30a2\u30c3\u30d7\u306b\u3064\u306a\u3052\u308b\u6e96\u5099\u3068\u9032\u3081\u65b9' \/><\/div>\n    <div class=\"cardlink_content\">\n      <span class=\"timestamp\">2026.10.09<\/span>\n      <div class=\"cardlink_title\">\u30102026\u5e74\u6700\u65b0\u3011\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u5bfe\u7b566\u9078\uff5c\u58f2\u4e0a\u30a2\u30c3\u30d7\u306b\u3064\u306a\u3052\u308b\u6e96\u5099\u3068\u9032\u3081\u65b9<\/div>\n      <div class=\"cardlink_excerpt\">\u300c\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u3067\u306f\u3001\u3069\u3093\u306a\u5bfe\u7b56\u3092\u3059\u308c\u3070\u3044\u3044\u306e\uff1f\u300d\r\n\u300c\u8ca9\u58f2\u958b\u59cb\u306b\u9593\u306b\u5408\u308f\u305b\u308b\u306b\u306f\u3001\u3044\u3064\u304b\u3089\u6e96\u5099\u3059\u308c\u3070\u3044\u3044\u306e\uff1f\u300d\r\n\r\n\u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002\r\n\r\n\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u3067\u58f2\u4e0a\u30a2\u30c3\u30d7\u306b\u3064\u306a\u3052\u308b\u306b\u306f\u3001\u8ca9\u58f2\u958b\u59cb\u65e5\u304b\u3089\u9006\u7b97\u3057\u3066\u6e96\u5099\u3092\u59cb\u3081\u3001\u81ea\u793e\u306e\u76ee\u7684\u30fb\u4e88\u7b97\u30fb\u4f53\u5236\u306b\u5408\u3046\u5bfe\u7b56\u3092...<\/div>\n    <\/div>\n  <\/a>\n<\/div>\n<h3>\u3010\u8cea\u554f6\u3011\u7fcc\u5e74\u306e\u30af\u30ea\u30b9\u30de\u30b9\u3067\u5728\u5eab\u5207\u308c\u3092\u6e1b\u3089\u3059\u306b\u306f\uff1f<\/h3>\n<p><strong>\u4eca\u5e74\u58f2\u308c\u305f\u6570\u3060\u3051\u3067\u7fcc\u5e74\u306e\u5728\u5eab\u6570\u3092\u6c7a\u3081\u305a\u3001\u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u6b20\u54c1\u6642\u9593\u3092\u8a18\u9332\u3057\u3001\u6b20\u54c1\u4e2d\u306b\u58f2\u308c\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u6570\u91cf\u3082\u898b\u7a4d\u3082\u308a\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n<p>\u898b\u7a4d\u3082\u3063\u305f\u6570\u91cf\u3092\u7fcc\u5e74\u306e\u767a\u6ce8\u6570\u306b\u305d\u306e\u307e\u307e\u8db3\u3055\u305a\u3001\u5728\u5eab\u3092\u5897\u3084\u3057\u305f\u5834\u5408\u306e\u5024\u5f15\u304d\u30fb\u5ec3\u68c4\u306e\u8ca0\u62c5\u3068\u3001\u6b20\u54c1\u3067\u9003\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u7c97\u5229\u3092\u6bd4\u3079\u307e\u3059\u3002<\/p>\n<p>\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306e\u58f2\u4e0a\u4e88\u6e2c\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u3084\u3001\u4e88\u6e2c\u7d50\u679c\u3092\u5728\u5eab\u30fb\u751f\u7523\u8a08\u753b\u3078\u6d3b\u304b\u3059\u8003\u3048\u65b9\u306f\u300e<a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/5070\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306e\u58f2\u4e0a\u4e88\u6e2c\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3067\u8aad\u307f\u89e3\u304f\uff01\u6700\u9069\u306a\u751f\u7523\u6570\u3084\u5728\u5eab\u7ba1\u7406\u65b9\u6cd5\u306e\u5c0e\u304d\u65b9<\/a>\u300f\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<div class=\"cardlink cardlink--vertical\">\n  <a href=\"https:\/\/cacco.co.jp\/datascience\/media\/data-analysis\/5070\/\" target=\"_blank\">\n    <div class=\"cardlink_thumbnail\"><img src='https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2025\/09\/Christmas_uriageyosoku-300x182.png' alt='\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306e\u58f2\u4e0a\u4e88\u6e2c\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3067\u8aad\u307f\u89e3\u304f\uff01\u6700\u9069\u306a\u751f\u7523\u6570\u3084\u5728\u5eab\u7ba1\u7406\u65b9\u6cd5\u306e\u5c0e\u304d\u65b9' \/><\/div>\n    <div class=\"cardlink_content\">\n      <span class=\"timestamp\">2026.08.21<\/span>\n      <div class=\"cardlink_title\">\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306e\u58f2\u4e0a\u4e88\u6e2c\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3067\u8aad\u307f\u89e3\u304f\uff01\u6700\u9069\u306a\u751f\u7523\u6570\u3084\u5728\u5eab\u7ba1\u7406\u65b9\u6cd5\u306e\u5c0e\u304d\u65b9<\/div>\n      <div class=\"cardlink_excerpt\">\u300c\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306f\u5927\u304d\u304f\u58f2\u4e0a\u304c\u4f38\u3073\u308b\u6642\u671f\u300d\u3068\u3088\u304f\u8a00\u308f\u308c\u307e\u3059\u304c\u3001\u3044\u3056\u81ea\u793e\u306e\u8ca9\u58f2\u6226\u7565\u3092\u7acb\u3066\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u306b\u3001\r\n\r\n\u300c\u3044\u3064\u304b\u3089\u30af\u30ea\u30b9\u30de\u30b9\u5546\u6226\u306e\u6e96\u5099\u3092\u3059\u3079\u304d\uff1f\u300d\r\n\u300c\u5728\u5eab\u3084\u751f\u7523\u6570\u306f\u3069\u306e\u7a0b\u5ea6\u6e96\u5099\u3059\u308c\u3070\u3044\u3044\u306e\uff1f\u300d\r\n\r\n\u3068\u3001\u60a9\u3080\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\r\n\r\n\u3053\u3053...<\/div>\n    <\/div>\n  <\/a>\n<\/div>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u4eca\u56de\u306f\u3001\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u5728\u5eab\u5207\u308c\u306b\u306a\u3063\u305f\u3068\u304d\u306e\u5bfe\u5fdc\u3068\u3001\u6a5f\u4f1a\u640d\u5931\u3092\u898b\u7a4d\u3082\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u58f2\u308a\u5207\u308c\u76f4\u5f8c\u306f\u3001\u518d\u5165\u8377\u306e\u4e88\u5b9a\u3060\u3051\u3067\u306a\u304f\u3001\u9867\u5ba2\u304c\u5546\u54c1\u3092\u5fc5\u8981\u3068\u3059\u308b\u65e5\u307e\u3067\u306b\u6e21\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u5728\u5eab\u79fb\u52d5\u3084\u4ee3\u66ff\u5546\u54c1\u306e\u6848\u5185\u306a\u3069\u306e\u5bfe\u5fdc\u3092\u9078\u3073\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5bfe\u5fdc\u3068\u8ca9\u58f2\u5f8c\u306e\u632f\u308a\u8fd4\u308a\u3067\u306f\u3001\u6b21\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u3001\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u3067\u8ca9\u58f2\u306b\u56de\u305b\u308b\u5728\u5eab\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u5728\u5eab\u79fb\u52d5\u3084\u518d\u5165\u8377\u3067\u5546\u54c1\u3092\u6e21\u305b\u308b\u4e88\u5b9a\u65e5\u3092\u3001\u9867\u5ba2\u306e\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u3068\u6bd4\u3079\u308b<\/li>\n<li>\u88dc\u5145\u306e\u898b\u901a\u3057\u306b\u5fdc\u3058\u3066\u3001\u5728\u5eab\u79fb\u52d5\u30fb\u4e88\u7d04\u8ca9\u58f2\u30fb\u518d\u5165\u8377\u901a\u77e5\u30fb\u4ee3\u66ff\u5546\u54c1\u306e\u6848\u5185\u3092\u4f7f\u3044\u5206\u3051\u308b<\/li>\n<li>\u6b20\u54c1\u5546\u54c1\u306e\u5e83\u544a\u306f\u3001\u6848\u5185\u3067\u304d\u308b\u5546\u54c1\u306e\u6709\u7121\u306b\u5408\u308f\u305b\u3066\u505c\u6b62\u30fb\u5909\u66f4\u3059\u308b<\/li>\n<li>\u6b20\u54c1\u6642\u9593\u3068\u3001\u8fd1\u3044\u6761\u4ef6\u306e\u8ca9\u58f2\u5b9f\u7e3e\u304b\u3089\u6c42\u3081\u305f\u8ca9\u58f2\u30da\u30fc\u30b9\u3092\u4f7f\u3044\u3001\u6570\u91cf\u30fb\u58f2\u4e0a\u30fb\u7c97\u5229\u3092\u898b\u7a4d\u3082\u308b<\/li>\n<li>\u5546\u54c1\u30da\u30fc\u30b8\u306e\u95b2\u89a7\u6570\u3084\u518d\u5165\u8377\u901a\u77e5\u306e\u767b\u9332\u6570\u3092\u3001\u8ca9\u58f2\u6570\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044<\/li>\n<\/ul>\n<p>\u58f2\u308a\u5207\u308c\u5f8c\u306b\u58f2\u308c\u305f\u53ef\u80fd\u6027\u306e\u3042\u308b\u6570\u91cf\u306f\u8ca9\u58f2\u6570\u306b\u6b8b\u3089\u306a\u3044\u305f\u3081\u3001\u63a8\u5b9a\u306b\u4f7f\u3063\u305f\u5225\u306e\u65e5\u306e\u8ca9\u58f2\u5b9f\u7e3e\u3084\u6bd4\u8f03\u6761\u4ef6\u3082\u7d50\u679c\u3068\u4e00\u7dd2\u306b\u6b8b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u7fcc\u5e74\u306e\u5728\u5eab\u6570\u3092\u8003\u3048\u308b\u969b\u306f\u3001\u6b20\u54c1\u3067\u9003\u3057\u305f\u3068\u63a8\u5b9a\u3059\u308b\u7c97\u5229\u3068\u3001\u5728\u5eab\u304c\u4f59\u3063\u305f\u5834\u5408\u306e\u5024\u4e0b\u3052\u30fb\u5ec3\u68c4\u306e\u8ca0\u62c5\u3092\u6bd4\u3079\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5e97\u8217\u3084EC\u30b5\u30a4\u30c8\u306e\u8ca9\u58f2\u30fb\u5728\u5eab\u30c7\u30fc\u30bf\u304c\u5206\u304b\u308c\u3001\u6b20\u54c1\u6642\u9593\u3084\u6bd4\u8f03\u306b\u4f7f\u3046\u8ca9\u58f2\u5b9f\u7e3e\u3092\u6574\u7406\u3057\u306b\u304f\u3044\u5834\u5408\u306f\u3001\u300c<a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_6898\" target=\"_blank\" rel=\"noopener noreferrer\">Cacco\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a>\u300d\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/cacco.co.jp\/datascience\/?ref_type=dsmedia_\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6558\" src=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png\" alt=\"Cacco_datascience\" width=\"1024\" height=\"300\" srcset=\"https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1.png 1024w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-300x88.png 300w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-768x225.png 768w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-400x117.png 400w, https:\/\/cacco.co.jp\/datascience\/media\/wp-content\/uploads\/2026\/06\/Cacco_datascience-1-800x234.png 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"\u300c\u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3089\u3001\u307e\u305a\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\uff1f\u300d \u300c\u8cb7\u3048\u306a\u304b\u3063\u305f\u4eba\u306e\u5206\u306f\u3001\u3069\u308c\u304f\u3089\u3044\u306e\u58f2\u308a\u9003\u3057\u306b\u306a\u308b\u306e\uff1f\u300d \u3068\u3001\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002 \u30af\u30ea\u30b9\u30de\u30b9\u5546\u54c1\u304c\u58f2\u308a\u5207\u308c\u305f\u3089\u3001\u307e\u305a\u58f2\u308a\u5207\u308c\u6642\u523b\u3068\u307b\u304b\u306e\u5e97\u8217\u30fb\u5009\u5eab\u306e\u5728\u5eab\u3092\u78ba\u8a8d\u3057\u3001\u53d7\u53d6\u30fb\u914d\u9001\u671f\u9650\u306b\u9593\u306b\u5408\u3046\u5bfe\u5fdc\u3092\u9078\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002 \u5728\u5eab\u3092\u79fb\u305b\u308b\u304b\u3001\u518d\u5165\u8377\u3092\u6848\u5185\u3067\u304d\u308b\u304b\u3001\u4ee3\u66ff\u5546\u54c1\u3078\u5207\u308a\u66ff\u3048\u308b\u304b\u306f\u3001\u5728\u5eab\u3068\u65e5\u7a0b\u306e\u898b\u901a\u3057\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u6b20\u54c1\u4e2d\u306b\u5546\u54c1\u3092\u8cb7\u3044\u305f\u304b\u3063\u305f\u4eba\u306e\u6570\u306f\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u306b\u6b8b\u308a\u307e\u305b\u3093\u3002 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