{"id":6917,"date":"2021-10-01T18:34:08","date_gmt":"2021-10-01T09:34:08","guid":{"rendered":"https:\/\/circu.co.jp\/pro-sharing\/?p=6917"},"modified":"2023-12-20T14:47:07","modified_gmt":"2023-12-20T05:47:07","slug":"%e3%80%90%e3%82%a4%e3%83%99%e3%83%b3%e3%83%88%e3%83%ac%e3%83%9d%e3%83%bc%e3%83%88%e3%80%91%e6%88%90%e5%8a%9f%e3%81%99%e3%82%8bbi%e3%80%80%e2%80%95%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf","status":"publish","type":"post","link":"https:\/\/circu.co.jp\/pro-sharing\/mag\/article\/6917\/","title":{"rendered":"\u3010\u30a4\u30d9\u30f3\u30c8\u30ec\u30dd\u30fc\u30c8\u3011\u6210\u529f\u3059\u308bBI\u3000\u2015\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30d7\u30ed\u304c\u8a9e\u308b\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u3092\u5b9f\u73fe\u3059\u308bBI\u30c4\u30fc\u30eb\u5c0e\u5165\u3068\u793e\u5185\u63a8\u9032\u4f53\u5236\u3068\u306f\uff1f\u2015"},"content":{"rendered":"<p>23,000\u540d(\u203b2023\u5e7410\u6708\u672b\u6642\u70b9)\u306e\u30d7\u30ed\u306e\u7d4c\u9a13\u30fb\u77e5\u898b\u3092\u8907\u6570\u306e\u4f01\u696d\u3067\u30b7\u30a7\u30a2\u3057\u3001\u7d4c\u55b6\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u30d7\u30ed\u30b7\u30a7\u30a2\u30ea\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3092\u904b\u55b6\u3059\u308b\u5f53\u793e\u3067\u306f\u3001\u6bce\u670810\u56de\u7a0b\u5ea6\u306e\u30a6\u30a7\u30d3\u30ca\u30fc\u3092\u958b\u50ac\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>2021\u5e746\u670810\u65e5\u306f\u3001BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u306b\u60a9\u307e\u308c\u3066\u3044\u308bDX\u63a8\u9032\u5ba4\u30fb\u7d4c\u55b6\u4f01\u753b\u5ba4\u30fb\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u62c5\u5f53\u90e8\u9580\u306e\u7686\u69d8\u306b\u5411\u3051\u3066\u3001\u30a6\u30a7\u30d3\u30ca\u30fc\u3092\u958b\u50ac\u3044\u305f\u3057\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u56de\u3054\u767b\u58c7\u3044\u305f\u3060\u3044\u305f\u306e\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3057\u305f\u88fd\u9020\u73fe\u5834\u306e\u696d\u52d9\u6539\u9769\u3001BI\u30c4\u30fc\u30eb\u3084AI\u6280\u8853\u3092\u99c6\u4f7f\u3057\u305f\u751f\u7523\u6027\u5411\u4e0a\u3084\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306e\u5b9f\u7e3e\u3092\u591a\u304f\u6301\u3064\u6728\u6751\u6c0f\u3002\u6728\u6751\u6c0f\u81ea\u8eab\u306e\u3053\u308c\u307e\u3067\u306e\u6210\u529f\u30fb\u5931\u6557\u7d4c\u9a13\u3092\u3082\u3068\u306b\u3001\u81ea\u793e\u306e\u696d\u52d9\u898f\u6a21\u306b\u3042\u3063\u305fBI\u30c4\u30fc\u30eb\u5c0e\u5165\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u304a\u8a71\u3057\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u5f53\u65e5\u53c2\u52a0\u3067\u304d\u306a\u304b\u3063\u305f\u65b9\u3001\u3082\u3046\u4e00\u5ea6\u5185\u5bb9\u3092\u632f\u308a\u8fd4\u308a\u305f\u3044\u65b9\u306e\u305f\u3081\u306b\u5185\u5bb9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u306e\u3067\u3001\u3054\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002\n<\/p>\n<div class=\"clearfix\" id=\"profile-box\">\n<div id=\"profile-box-picture\">\n        <img decoding=\"async\" class=\"alignnone size-full wp-image-105\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/r_kimura.png\" alt=\"\u6728\u6751 \u9686\u4ecb\u6c0f\" width=\"100%\" height=\"100%\" \/>\n  <\/div>\n<div id=\"profile-box-text-with-pic\">\n<p id=\"profile-text-box-name\">\u6728\u6751 \u9686\u4ecb\u6c0f<\/p>\n<p id=\"profile-text-box-introduction\"><b>\u30c7\u30fc\u30bf\u5206\u6790\u30fbAI\u6280\u8853\u3092\u7528\u3044\u305f\u751f\u7523\u6027\u5411\u4e0a\u30fb\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306b\u5f37\u307f\u3092\u6301\u3064\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/b><br \/>\n\u65e5\u7acb\u88fd\u4f5c\u6240\u5728\u7c4d\u6642\u306f\u81ea\u793e&#038;\u4ed6\u793e\u5de5\u5834\u5411\u3051\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308b\u751f\u7523\u7ba1\u7406\u3084\u6b69\u7559\u307e\u308a\u306b\u8ca2\u732e\u3002\u73fe\u5728\u306f\u5927\u624b\u30b5\u30fc\u30d3\u30b9\u696d\u306e\u30c7\u30fc\u30bf\u7d44\u7e54\u3067\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3092\u52d9\u3081\u306a\u304c\u3089\u3001\u81ea\u8eab\u3082\u30d7\u30ec\u30fc\u30e4\u30fc\u3068\u3057\u3066BI\u30c4\u30fc\u30eb\u69cb\u7bc9\u306b\u3088\u308b\u55b6\u696d\u751f\u7523\u6027\u5411\u4e0a\u3084\u3001AI\u6280\u8853\u3092\u7528\u3044\u305f\u5bbf\u6cca\u65bd\u8a2d\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u306b\u5f93\u4e8b\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u7279\u8a31\u53d6\u5f97\u3084\u5b66\u4f1a\u767a\u8868\u3001\u5927\u5b66\u3067\u306e\u975e\u5e38\u52e4\u8b1b\u5e2b\u3001\u8b1b\u6f14\u306a\u3069\u5b9f\u7e3e\u591a\u6570\u3002\n<\/div>\n<\/div>\n<div class=\"clearfix\" id=\"profile-box\">\n<div id=\"profile-box-picture\">\n        <img decoding=\"async\" class=\"alignnone size-full wp-image-105\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u5ea7\u308a\uff08\u771f\u9854\uff09.png\" alt=\"\u677e\u4e95 \u512a\u4f5c\u6c0f\" width=\"100%\" height=\"100%\" \/>\n  <\/div>\n<div id=\"profile-box-text-with-pic\">\n<p id=\"profile-text-box-name\">\u677e\u4e95 \u512a\u4f5c<\/p>\n<p id=\"profile-text-box-introduction\"><b>\u682a\u5f0f\u4f1a\u793e\u30b5\u30fc\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30b7\u30a7\u30a2\u30ea\u30f3\u30b0\u672c\u90e8\u3000\u30de\u30cd\u30b8\u30e3\u30fc<\/b><br \/>\n\u65e9\u7a32\u7530\u5927\u5b66\u5352\u696d\u5f8c\u3001\u65b0\u5352\u4e00\u671f\u751f\u3067\u5275\u696d\u671f\u306e\u30b5\u30fc\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u53c2\u753b\u3057\u30de\u30cd\u30b8\u30e3\u30fc\u5c31\u4efb\u3002\u9996\u90fd\u570f\u3092\u4e2d\u5fc3\u306b\u81ea\u52d5\u8eca\u3084\u5927\u624b\u88fd\u85ac\u30e1\u30fc\u30ab\u30fc\u306a\u3069\u88fd\u9020\u696d50\u793e\u4ee5\u4e0a\u306b\u5bfe\u3057\u3001\u5168\u793eDX\u306e\u63a8\u9032\u30fb\u65b0\u898f\u4e8b\u696d\u958b\u767a\u30fb\u696d\u52d9\u6539\u5584\u30fb\u55b6\u696d\u90e8\u968a\u306e\u69cb\u7bc9\u30fb\u7ba1\u7406\u90e8\u9580\u5f37\u5316\u306a\u3069\u306e\u5e45\u5e83\u3044\u652f\u63f4\u5b9f\u7e3e\u3092\u6301\u3061\u3001\u5b9f\u884c\u6bb5\u968e\u306b\u60a9\u307f\u3092\u62b1\u3048\u308b\u4f01\u696d\u306e\u6210\u9577\u3092\u652f\u63f4\u4e2d\u3002<\/p>\n<\/p><\/div>\n<\/div>\n<div class=\"clearfix\" id=\"profile-box\">\n<div id=\"profile-box-picture\">\n  \t<img decoding=\"async\" class=\"alignnone size-full wp-image-105\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/07\/circu-ex_arai-min-1024x852.png\" alt=\"\u65b0\u4e95 \u307f\u3086\" width=\"100%\" height=\"100%\" \/>\n  <\/div>\n<div id=\"profile-box-text-with-pic\">\n<p id=\"profile-text-box-name\">\u65b0\u4e95 \u307f\u3086<\/p>\n<p id=\"profile-text-box-introduction\"><b>\u30a4\u30d9\u30f3\u30c8\u4f01\u753b\u30fb\u8a18\u4e8b\u7de8\u96c6<\/b><br \/>\n\u65b0\u5352\u3067\u5165\u793e\u3057\u305f\u4fe1\u8a17\u9280\u884c\u3067\u306f\u8cc7\u7523\u7ba1\u7406\u696d\u52d9\u30fb\u6cd5\u4eba\u55b6\u696d\u30fb\u30d5\u30a1\u30f3\u30c9\u7d44\u6210\u306e\u4f01\u753b\u696d\u52d9\u306b\u5f93\u4e8b\u3002\u300c\u77e5\u306e\u3081\u3050\u308a\u3092\u826f\u304f\u3059\u308b\u300d\u3068\u3044\u3046\u30b5\u30fc\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30df\u30c3\u30b7\u30e7\u30f3\u306b\u5171\u611f\u3057\u53c2\u753b\u3002\u7d041500\u540d\u306e\u30d7\u30ed\u4eba\u6750\u306e\u7d4c\u9a13\u77e5\u898b\u306e\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u7d4c\u9a13\u3092\u6d3b\u304b\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u3001\u30a4\u30d9\u30f3\u30c8\u4f01\u753b\u7b49\u30aa\u30f3\u30e9\u30a4\u30f3\/\u30aa\u30d5\u30e9\u30a4\u30f3\u3092\u878d\u5408\u3055\u305b\u305f\u5404\u7a2e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u696d\u52d9\u3092\u63a8\u9032\u3002<\/p>\n<\/p><\/div>\n<\/div>\n<p>\u203b\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u60c5\u5831\u306f2021\/6\/10\u6642\u70b9\u306e\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">Contents<\/p><ul class=\"toc_list\"><li><a href=\"#BI\"><span class=\"toc_number toc_depth_1\">1<\/span> BI\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u3068\u306f\uff1f\u6d3b\u7528\u30b7\u30fc\u30f3\u306f\u591a\u7a2e\u591a\u69d8<\/a><ul><li><a href=\"#BI-2\"><span class=\"toc_number toc_depth_2\">1.1<\/span> \u30c7\u30fc\u30bf\u5206\u6790\u3092\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306b\u9032\u5316\u3055\u305b\u308b\u306e\u304cBI\u30c4\u30fc\u30eb<\/a><\/li><li><a href=\"#i\"><span class=\"toc_number toc_depth_2\">1.2<\/span> \u5b89\u4fa1\u306a\u8cbb\u7528\u3067\u5c0e\u5165\u3057\u3001\u7d4c\u55b6\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u307e\u3067\u5229\u7528\u3067\u304d\u308b<\/a><\/li><\/ul><\/li><li><a href=\"#BI-3\"><span class=\"toc_number toc_depth_1\">2<\/span> \u4e8b\u4f8b\u3067\u898b\u308b\u3001\u81ea\u793e\u306b\u6700\u9069\u306aBI\u30c4\u30fc\u30eb\u9078\u5b9a\u65b9\u6cd5<\/a><ul><li><a href=\"#1A\"><span class=\"toc_number toc_depth_2\">2.1<\/span> \u3010\u4e8b\u4f8b1\uff1a\u5927\u624b\u4e0d\u52d5\u7523\u696dA\u793e\u3011\u30c7\u30fc\u30bf\u6d3b\u7528\u5b9f\u7e3e\u30bc\u30ed\u306e\u72b6\u6cc1\u304b\u3089\u751f\u7523\u6027\u5411\u4e0a<\/a><\/li><li><a href=\"#2BBI\"><span class=\"toc_number toc_depth_2\">2.2<\/span> \u3010\u4e8b\u4f8b2\uff1a\u5927\u624b\u30e1\u30fc\u30ab\u30fcB\u793e\u3011BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u30b3\u30b9\u30c8\u524a\u6e1b<\/a><\/li><li><a href=\"#3C\"><span class=\"toc_number toc_depth_2\">2.3<\/span> \u3010\u4e8b\u4f8b3\uff1a\u5927\u624b\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u696dC\u793e\u3011\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306b\u3088\u3063\u3066\u696d\u52d9\u6539\u9769<\/a><\/li><\/ul><\/li><li><a href=\"#BI-4\"><span class=\"toc_number toc_depth_1\">3<\/span> BI\u30c4\u30fc\u30eb\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u65bd\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u6ce8\u610f\u70b9<\/a><ul><li><a href=\"#i-2\"><span class=\"toc_number toc_depth_2\">3.1<\/span> \u81ea\u793e\u304c\u6301\u3064\u30d2\u30c8\u30fb\u30e2\u30ce\u30fb\u30ab\u30cd\u306b\u5408\u308f\u305b\u3066\u30b9\u30e2\u30fc\u30eb\u30b9\u30c6\u30c3\u30d7\u3067\u958b\u59cb\u305b\u3088<\/a><\/li><li><a href=\"#i-3\"><span class=\"toc_number toc_depth_2\">3.2<\/span> \u5931\u6557\u306e\u5927\u304d\u306a\u539f\u56e0\u306f\u4e00\u90e8\u306e\u4eba\u6750\u306b\u8ca0\u8377\u304c\u304b\u304b\u308a\u3059\u304e\u308b\u3053\u3068<\/a><\/li><\/ul><\/li><li><a href=\"#BI4\"><span class=\"toc_number toc_depth_1\">4<\/span> BI\u30c4\u30fc\u30eb\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f4\u30b9\u30c6\u30c3\u30d7<\/a><ul><li><a href=\"#i-4\"><span class=\"toc_number toc_depth_2\">4.1<\/span> \u3010\u63a8\u9032\u4f53\u5236\u78ba\u7acb\u3011\u81ea\u793e\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u53d6\u308b\u3079\u304d\u4f53\u5236\u3092\u9078\u629e\u3059\u308b<\/a><\/li><li><a href=\"#i-5\"><span class=\"toc_number toc_depth_2\">4.2<\/span> \u3010\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3011\u63a8\u9032\u4f53\u5236\u3054\u3068\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304d\u308b\u72b6\u614b\u3092\u4f5c\u308b<\/a><\/li><li><a href=\"#i-6\"><span class=\"toc_number toc_depth_2\">4.3<\/span> \u3010\u5206\u6790\u306e\u7fd2\u719f\u3011\u793e\u5185\u306b\u3044\u308b\u300c\u30c7\u30fc\u30bf\u5206\u6790\u304c\u597d\u304d\u305d\u3046\u306a\u4eba\u300d\u3092\u898b\u3064\u3051\u308b\u3079\u3057<\/a><\/li><li><a href=\"#i-7\"><span class=\"toc_number toc_depth_2\">4.4<\/span> \u3010\u7d44\u7e54\u306e\u81ea\u8d70\u5316\u3011\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u4eba\u6750\u304c\u5897\u3048\u3066\u3044\u304f\u74b0\u5883\u3092\u6574\u3048\u308b<\/a><\/li><li><a href=\"#i-8\"><span class=\"toc_number toc_depth_2\">4.5<\/span> \u3010\u307e\u3068\u3081\u3011\u5206\u6790\u6226\u7565\u7b56\u5b9a\u304b\u3089\u73fe\u5834\u5b9a\u7740\u307e\u3067\u306b\u30d7\u30ed\u4eba\u6750\u306e\u652f\u63f4\u304c\u5fc5\u8981\u306a\u90e8\u5206<\/a><\/li><\/ul><\/li><li><a href=\"#BI-5\"><span class=\"toc_number toc_depth_1\">5<\/span> \u6210\u529f\u3059\u308bBI\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2><span id=\"BI\">BI\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u3068\u306f\uff1f\u6d3b\u7528\u30b7\u30fc\u30f3\u306f\u591a\u7a2e\u591a\u69d8<\/span><\/h2>\n<h3><span id=\"BI-2\">\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306b\u9032\u5316\u3055\u305b\u308b\u306e\u304cBI\u30c4\u30fc\u30eb<\/span><\/h3>\n<p>BI\u30c4\u30fc\u30eb\u3068\u306fBusiness Intelligence\u306e\u7565\u79f0\u3002\u4f01\u696d\u304c\u6301\u3064\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u30fb\u53ef\u8996\u5316\u3057\u3066\u3001\u7d4c\u55b6\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u591a\u69d8\u306a\u696d\u52d9\u306b\u5f79\u7acb\u3066\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30c4\u30fc\u30eb\u3092\u6307\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u88fd\u9020\u696d\u306a\u3089\u5de5\u5834\u306e\u8a2d\u5099\u7a3c\u50cd\u30c7\u30fc\u30bf\u3084\u88fd\u9020\u30c7\u30fc\u30bf\u304c\u84c4\u7a4d\u3055\u308c\u308b\u3088\u3046\u306b\u3001\u5404\u4f01\u696d\u306f\u306a\u3093\u3089\u304b\u306e\u5f62\u3067\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6301\u3064\u306e\u304c\u901a\u5e38\u3060\u3002VUCA\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u4f01\u696d\u304c\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u6301\u3063\u3066\u6226\u3063\u3066\u3044\u304f\u306b\u306f\u3001\u793e\u5185\u5916\u306e\u6301\u3064\u30c7\u30fc\u30bf\u3092\u3044\u304b\u306b\u5206\u6790\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u53cd\u6620\u3059\u308b\u304b\u304c\u554f\u308f\u308c\u308b\u3002\u305d\u3053\u3067\u5f79\u7acb\u3064\u306e\u304cBI\u30c4\u30fc\u30eb\u3060\u3002<br \/>\n\u307e\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u2015\u2015\u30c7\u30fc\u30bf\u99c6\u52d5\u306a\u7d4c\u55b6\u3078\u3068\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u3082\u3001BI\u30c4\u30fc\u30eb\u306f\u6b20\u304b\u305b\u306a\u3044\u5b58\u5728\u3060\u3068\u8a00\u3048\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.16.07.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<h3><span id=\"i\">\u5b89\u4fa1\u306a\u8cbb\u7528\u3067\u5c0e\u5165\u3057\u3001\u7d4c\u55b6\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u307e\u3067\u5229\u7528\u3067\u304d\u308b<\/span><\/h3>\n<p>\u73fe\u5728BI\u30c4\u30fc\u30eb\u306f\u3055\u307e\u3056\u307e\u306a\u4f01\u696d\u304b\u3089\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u6a5f\u80fd\u3082\u6d3b\u7528\u65b9\u6cd5\u3082\u591a\u7a2e\u591a\u69d8\u3060\u304c\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e4\u3064\u306e\u30b7\u30fc\u30f3\u3067\u6d3b\u7528\u30a4\u30e1\u30fc\u30b8\u3092\u5206\u3051\u3089\u308c\u308b\u3002\u7279\u306b\u58f2\u4e0a\u60c5\u5831\u306a\u3069\u3092\u7528\u3044\u305f\u7d4c\u55b6\u5206\u6790\u306f\u3001\u4f1a\u793e\u306e\u65b9\u5411\u6027\u3092\u6c7a\u3081\u308b\u4e0a\u3067\u5f79\u306b\u7acb\u3064\u30a4\u30e1\u30fc\u30b8\u3082\u6e67\u304d\u3084\u3059\u3044\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.16.24.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p>BI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u4e0a\u3067\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u3082\u4ee5\u4e0b\u306b\u307e\u3068\u3081\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.16.45.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u6728\u6751\u3055\u3093\u304cBI\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3044\u3066\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3060\u3068\u601d\u3046\u306e\u306f\u3069\u3093\u306a\u3068\u3053\u308d\u3067\u3059\u304b<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u79c1\u306f\u793e\u4f1a\u4eba\u306b\u306a\u3063\u3066\u304b\u3089\u305a\u3063\u3068\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3084\u308a\u76f4\u3057\u3068\u3044\u3046\u3082\u306e\u304c\u591a\u3044\u3093\u3067\u3059\u3002\u4f55\u304b\u306e\u5206\u6790\u3092\u3057\u305f\u3068\u304d\u306b\u300c\u9055\u3046\u89d2\u5ea6\u304b\u3089\u898b\u305f\u3089\u3069\u3046\u306a\u306e\u304b\u300d\u3068\u8a00\u308f\u308c\u305f\u3089\u3001\u307e\u305f\u96c6\u8a08\u3057\u76f4\u3055\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002BI\u30c4\u30fc\u30eb\u306a\u3089\u3001\u305d\u3046\u3044\u3046\u3068\u304d\u3067\u3082\u30d1\u30d1\u30c3\u3068\u3084\u308a\u76f4\u305b\u308b\u306e\u304c\u9b45\u529b\u3067\u3059\u306d\u3002<\/p>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u5206\u6790\u3068\u52b9\u679c\u691c\u8a3c\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u9ad8\u901f\u3067\u56de\u305b\u308b\u306e\u306f\u5927\u304d\u3044\u3067\u3059\u306d\u3002<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u307e\u305f\u3001\u3053\u3053\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u5fc5\u305a\u3057\u3082\u5168\u3066\u306eBI\u30c4\u30fc\u30eb\u306b\u5f53\u3066\u306f\u307e\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7121\u6599\u3067\u4f7f\u3048\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3057\u3001\u57fa\u672c\u7684\u306b\u5b89\u4fa1\u306a\u306e\u3067\u307e\u305a\u306f\u521d\u3081\u3066\u307f\u308c\u3070\u3044\u3044\u306e\u3067\u306f\u3068\u500b\u4eba\u7684\u306b\u306f\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span id=\"BI-3\">\u4e8b\u4f8b\u3067\u898b\u308b\u3001\u81ea\u793e\u306b\u6700\u9069\u306aBI\u30c4\u30fc\u30eb\u9078\u5b9a\u65b9\u6cd5<\/span><\/h2>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u3001\u3053\u308c\u307e\u3067\u6570\u3005\u306e\u4f01\u696d\u306b\u304a\u3044\u3066BI\u30c4\u30fc\u30eb\u69cb\u7bc9\u306b\u3088\u308b\u751f\u7523\u6027\u5411\u4e0a\u306a\u3069\u3092\u6210\u529f\u3055\u305b\u3066\u304d\u305f\u6728\u6751\u6c0f\u3002\u4eca\u56de\u306f\u307e\u305a\u3001\u696d\u7a2e\u306e\u7570\u306a\u308b\u5927\u624b\u4f01\u696d\u306b\u304a\u3051\u308b\u6210\u529f\u4e8b\u4f8b\u30923\u3064\u3054\u7d39\u4ecb\u3044\u305f\u3060\u3044\u305f\u3002<\/p>\n<h3><span id=\"1A\">\u3010\u4e8b\u4f8b1\uff1a\u5927\u624b\u4e0d\u52d5\u7523\u696dA\u793e\u3011\u30c7\u30fc\u30bf\u6d3b\u7528\u5b9f\u7e3e\u30bc\u30ed\u306e\u72b6\u6cc1\u304b\u3089\u751f\u7523\u6027\u5411\u4e0a<\/span><\/h3>\n<h4>\u652f\u63f4\u6982\u8981\uff1a\u73fe\u5834\u306e\u6570\u5b57\u3092\u5168\u304f\u53ef\u8996\u5316\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f<\/h4>\n<p>\u6700\u521d\u306e\u4e8b\u4f8b\u3067\u884c\u3063\u305f\u306e\u306f\u3001BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3067\u306f\u306a\u304f\u30a8\u30af\u30bb\u30eb\u6d3b\u7528\u3060\u3002\u672c\u4e8b\u4f8b\u3067\u306f\u3001\u305d\u3082\u305d\u3082\u8ab0\u304c\u3069\u306e\u3088\u3046\u306b\u30a8\u30af\u30bb\u30eb\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3066\u3044\u308b\u306e\u304b\u3082\u4e0d\u900f\u660e\u306a\u72b6\u614b\u3060\u3063\u305f\u3002\u6728\u6751\u6c0f\u306f\u4f01\u696d\u306e\u72b6\u6cc1\u304cAI\u6d3b\u7528\u306b\u307b\u3069\u9060\u3044\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u3001\u30a8\u30af\u30bb\u30eb\u3067\u5730\u9053\u306b\u5206\u6790\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u4e00\u756a\u306b\u63d0\u6848\u3059\u308b\u3068\u3044\u3046\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.16.56.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u4eca\u56de\u306e\u4e8b\u4f8b\u306e\u69cb\u6210\u30e1\u30f3\u30d0\u30fc\u306f\u3001\u8ab2\u95771\u540d\u3068\u5206\u6790\u30e1\u30f3\u30d0\u30fc1\u540d\u3068\u3044\u3046\u3001\u975e\u5e38\u306b\u5c11\u306a\u3044\u4f53\u5236\u3067\u3057\u305f\u3002\u3053\u306e\u72b6\u614b\u3067\u300c\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u3088\u3046\u300d\u3068\u8a00\u3063\u3066\u3082\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u306e\u3067\u3001\u73fe\u5834\u3084\u5f79\u54e1\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u30b3\u30b9\u30c8\u3092\u4e0b\u3052\u3001\u58f2\u4e0a\u3092\u4e0a\u3052\u3089\u308c\u305d\u3046\u306a\u3068\u3053\u308d\u3092\u7279\u5b9a\u3059\u308b\u308f\u3051\u3067\u3059\u3002<br \/>\n\u3059\u308b\u3068\u3001\u7269\u4ef6\u306b\u7a7a\u5ba4\u306e\u671f\u9593\u304c\u3042\u308b\u3068\u53ce\u76ca\u304c\u843d\u3061\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u7a7a\u5ba4\u671f\u9593\u3092\u69cb\u6210\u3059\u308b\u8981\u7d20\u3092\u5206\u89e3\u3059\u308b\u3068\u3001\u65b0\u305f\u306a\u5165\u5c45\u8005\u304c\u5165\u308b\u307e\u3067\u306e\u5de5\u4e8b\u3084\u6e05\u6383\u3001\u539f\u72b6\u5fa9\u5e30\u3060\u3063\u305f\u306e\u3067\u3001\u5de5\u4e8b\u671f\u9593\u3092\u77ed\u7e2e\u3067\u304d\u305d\u3046\u3060\u3068\u3044\u3046\u5206\u6790\u3092\u884c\u3044\u307e\u3057\u305f\u3002<br \/>\n\u305d\u3057\u3066\u5b9f\u969b\u306b\u696d\u52d9\u6539\u5584\u524d\u5f8c\u3067\u5404\u5de5\u7a0b\u306b\u304b\u304b\u3063\u305f\u6642\u9593\u3092\u6bd4\u8f03\u3057\u3001\u58f2\u4e0a\u63db\u7b97\u3059\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u3001\u30a8\u30af\u30bb\u30eb\u3067\u611a\u76f4\u306b\u8a08\u7b97\u3057\u3066\u3044\u3063\u305f\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n<h4>\u7d50\u679c\uff1a\u30a8\u30af\u30bb\u30eb\u3060\u3051\u3067\u696d\u52d9\u53ef\u8996\u5316\u306b\u6210\u529f\u3057\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u5de5\u4e8b\u671f\u9593\u3092\u77ed\u7e2e<\/h4>\n<p>\u7d30\u304b\u306a\u6570\u5024\u306f\u975e\u516c\u958b\u3060\u304c\u3001\u5de5\u4e8b\u671f\u9593\u65e5\u6570\u53ef\u8996\u5316\u306e\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u305f\u30a8\u30af\u30bb\u30eb\u30a4\u30e1\u30fc\u30b8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3060\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.17.15.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u4f8b\u3048\u30701\u884c\u76ee\u306a\u3089\u300c\u89e3\u7d04\u53d7\u4ed8\u65e5\u300d\u304b\u3089\u300c\u9000\u53bb\u7acb\u4f1a\u65e5\u300d\u307e\u3067\u306b\u304b\u304b\u3063\u305f\u65e5\u6570\u3092\u304d\u3061\u3093\u3068\u96c6\u8a08\u3057\u3066\u3001\u696d\u52d9\u6539\u5584\u306b\u3088\u3063\u3066\u77ed\u7e2e\u3067\u304d\u305f\u65e5\u6570\u3092\u6bd4\u8f03\u3002\u305d\u308c\u305e\u308c\u306e\u5de5\u7a0b\u3067\u4f55\u65e5\u305a\u3064\u77ed\u7e2e\u3067\u304d\u305f\u306e\u304b\u3092\u7b97\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u5de5\u4e8b\u671f\u9593\u306f22\u65e5\u304b\u308920\u65e5\u306b\u6e1b\u308a\u3001\u7a3c\u50cd\u7387\u3092\u4e0a\u624b\u304f\u4e0a\u3052\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<h3><span id=\"2BBI\">\u3010\u4e8b\u4f8b2\uff1a\u5927\u624b\u30e1\u30fc\u30ab\u30fcB\u793e\u3011BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u30b3\u30b9\u30c8\u524a\u6e1b<\/span><\/h3>\n<h4>\u652f\u63f4\u6982\u8981\uff1a\u30a8\u30af\u30bb\u30eb\u30c7\u30fc\u30bf\u3067\u624b\u96c6\u8a08\u3092\u3057\u3066\u3044\u3066\u52b9\u7387\u304c\u60aa\u304b\u3063\u305f<\/h4>\n<p>\u7d9a\u3044\u3066\u306f\u5927\u624b\u30e1\u30fc\u30ab\u30fc\u306e\u751f\u7523\u6027\u5411\u4e0a\u306e\u4e8b\u4f8b\u3060\u3002\u672c\u4e8b\u4f8b\u306e\u5834\u5408\u306f\u3059\u3067\u306b\u30a8\u30af\u30bb\u30eb\u3084VBA\u306a\u3069\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u96c6\u8a08\u3084\u30b0\u30e9\u30d5\u4f5c\u6210\u3092\u884c\u3063\u3066\u3044\u305f\u305f\u3081\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u76e4\u304c\u3042\u3063\u305f\u3002\u305d\u3053\u3067\u3001Tableau\u3092\u5c0e\u5165\u3057\u3001\u30c7\u30fc\u30bf\u96c6\u8a08\u3092\u81ea\u52d5\u5316\u3057\u305f\u3068\u3044\u3046\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.17.23.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u793e\u5185\u306b\u300c\u5206\u6790\u30aa\u30bf\u30af\u300d\u306e\u3088\u3046\u306a\u4eba\u304c\u3044\u3066\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4f9d\u983c\u304c\u6570\u591a\u304f\u821e\u3044\u8fbc\u3093\u3067\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u4eba\u304c\u5206\u6790\u3067\u304d\u308b\u306e\u306f1\u65e5\u306b3\uff5e4\u4ef6\u7a0b\u5ea6\u3060\u3063\u305f\u306e\u3067\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u305f\u3093\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u305d\u306e\u4eba\u304c1\u65e510\uff5e20\u4ef6\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002<br \/>\n\u73fe\u5834\u306e\u30ea\u30fc\u30c0\u30fc\u3068\u4e00\u7dd2\u306b\u73fe\u5834\u3092\u898b\u306b\u884c\u3063\u3066\u300c\u3053\u3053\u3092\u30c7\u30fc\u30bf\u3067\u53ef\u8996\u5316\u3057\u305f\u3044\u300d\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u30d2\u30a2\u30ea\u30f3\u30b0\u3082\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u7d50\u679c\uff1a\u6b69\u7559\u307e\u308a\u73875\uff05\u30a2\u30c3\u30d7\u3001\u30b3\u30b9\u30c8\u306f\u5e74\u95933000\u4e07\u5186\u524a\u6e1b<\/h4>\n<p>\u4ee5\u4e0b\u304c\u3001\u5b9f\u969b\u306bBI\u30c4\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3060\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.17.42.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u4eca\u56de\u306f\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u5de5\u5834\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u3057\u3066\u3001\u5e74\u95933000\u4e07\u5186\u306e\u52b9\u679c\u304c\u51fa\u307e\u3057\u305f\u3002\u6b69\u7559\u307e\u308a\u7387\u306e\u5f15\u304d\u4e0a\u3052\u306b\u3082\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305d\u306e\u4e2d\u3067\u4e00\u756a\u898b\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u306e\u304c\u30b9\u30e9\u30a4\u30c9\u306e\u53f3\u4e0b\u306e\u6563\u5e03\u56f3\u3067\u3059\u3002\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u3067\u306f\u691c\u67fb\u54e1\u304c\u6d41\u308c\u3066\u304d\u305f\u5546\u54c1\u3092\u4e00\u3064\u3072\u3068\u3064\u78ba\u8a8d\u3057\u3066\u304a\u308a\u3001\u6563\u5e03\u56f3\u306e\u53f3\u4e0a\u306b\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c\u4f5c\u696d\u6642\u9593\u304c\u9577\u304f\u3001\u4e0d\u826f\u3092\u591a\u304f\u51fa\u3057\u3066\u3044\u308b\u4eba\u300d\u3067\u3059\u3002<br \/>\n\u3053\u308c\u306f\u672c\u5f53\u306b\u4e0d\u826f\u304c\u51fa\u3066\u3044\u308b\u306e\u304b\u3069\u3046\u304b\u308f\u304b\u3089\u306a\u3044\u306e\u3067\u305d\u306e\u4eba\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u3066\u307f\u305f\u3068\u3053\u308d\u3001\u975e\u5e38\u306b\u614e\u91cd\u306a\u6027\u683c\u3067\u3001\u300c\u4e0d\u826f\u54c1\u3092\u5de5\u5834\u306e\u5916\u306b\u51fa\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u3068\u3044\u3046\u5f37\u3059\u304e\u308b\u4f7f\u547d\u611f\u3092\u6301\u3063\u3066\u3044\u308b\u65b9\u3060\u3063\u305f\u3093\u3067\u3059\u3002\u3067\u3059\u304b\u3089\u300c\u3082\u3046\u5c11\u3057\u6642\u9593\u3092\u639b\u3051\u306a\u3044\u3088\u3046\u306b\u3002\u4e00\u5b9a\u30ec\u30d9\u30eb\u306e\u88fd\u54c1\u306a\u3089\u5916\u306b\u51fa\u3057\u3066\u3082\u5927\u4e08\u592b\u3060\u300d\u3068\u6307\u5c0e\u3092\u3057\u307e\u3057\u305f\u3002\u305f\u3063\u305f\u3053\u308c\u3060\u3051\u3067\u30e1\u30f3\u30d0\u30fc\u306e\u610f\u8b58\u304c\u5909\u308f\u308a\u3001\u7121\u99c4\u306b\u5ec3\u68c4\u3057\u3066\u3044\u305f\u88fd\u54c1\u3092\u6e1b\u3089\u305b\u305f\u306e\u3067\u3059\u3002<\/p>\n<h3><span id=\"3C\">\u3010\u4e8b\u4f8b3\uff1a\u5927\u624b\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u696dC\u793e\u3011\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306b\u3088\u3063\u3066\u696d\u52d9\u6539\u9769<\/span><\/h3>\n<h4>\u652f\u63f4\u6982\u8981\uff1a\u30c7\u30fc\u30bf\u5229\u6d3b\u7528\u304c\u53ef\u80fd\u306a\u7d44\u7e54\u306b\u5909\u308f\u308a\u305f\u3044<\/h4>\n<p>3\u3064\u3081\u306b\u3054\u7d39\u4ecb\u3059\u308b\u306e\u304c\u3001\u5927\u624b\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u696d\u306b\u304a\u3051\u308b\u696d\u52d9\u6539\u9769\u306e\u4e8b\u4f8b\u3060\u3002\u672c\u4e8b\u4f8b\u3067\u306f\u30c7\u30fc\u30bf\u5229\u6d3b\u7528\u3092\u30d3\u30b8\u30cd\u30b9\u6210\u9577\u306e\u9375\u306b\u3059\u308b\u305f\u3081\u3001\u591a\u984d\u306e\u8cc7\u91d1\u3092\u6295\u5165\u3002BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u3078\u306e\u5909\u9769\u3092\u884c\u3063\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.17.51.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u3053\u306e\u4e8b\u4f8b\u306f\u30d2\u30c8\u30fb\u30e2\u30ce\u30fb\u30ab\u30cd\u3092\u3069\u3093\u3069\u3093\u6295\u5165\u3057\u3066\u3044\u304f\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u306e\u3067\u3001\u30c1\u30fc\u30e0\u306e\u7acb\u3061\u4e0a\u3052\u3082\u975e\u5e38\u306b\u3084\u308a\u3084\u3059\u304b\u3063\u305f\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u3092\u9023\u308c\u3066\u304d\u3066\u3001\u55b6\u696d\u751f\u7523\u6027\u3092\u4e0a\u3052\u308b\u305f\u3081\u306e\u53d6\u308a\u7d44\u307f\u3092\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<h4>\u7d50\u679c\uff1a\u5168\u793e\u3067\u4f7f\u3048\u308b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u69cb\u7bc9<\/h4>\n<p>\u672c\u4e8b\u4f8b\u306b\u304a\u3044\u3066\u306f\u3001\u300c\u91cd\u539a\u9577\u5927\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u3063\u305f\u300d\u3068\u3044\u3046\u6728\u6751\u6c0f\u3002\u4ee5\u4e0b\u306f\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u7c21\u5358\u306a\u69cb\u6210\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.17.59.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u306f\u55b6\u696d\u884c\u52d5\u3084\u55b6\u696d\u5c65\u6b74\u3001\u4e88\u7b97\u306e\u8a08\u753b\u76ee\u6a19\u3001\u53d7\u6ce8\u306e\u5b9f\u7e3e\u30c7\u30fc\u30bf\u306a\u3069\u3092\u96c6\u3081\u3066\u304d\u307e\u3057\u305f\u3002\u3042\u3068\u306f\u793e\u5916\u304b\u3089\u55b6\u696d\u30de\u30f3\u306e\u30a2\u30bf\u30c3\u30af\u30ea\u30b9\u30c8\u3092\u8cb7\u3063\u305f\u308aWeb\u4e0a\u3067\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u308a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u3068\u306b\u304b\u304f\u30b3\u30d4\u30fc\u3092\u3057\u3066\u3044\u304d\u307e\u3057\u305f\u306d\u3002\u55b6\u696d\u5c65\u6b74\u306a\u3093\u304b\u306f\u4e0b\u624b\u3092\u3059\u308b\u3068\u30a8\u30af\u30bb\u30eb\u306a\u3069\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304b\u3089\u3002<br \/>\n\u305d\u306e\u57fa\u76e4\u306e\u4e2d\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3084\u3059\u3044\u5f62\u306b\u76f4\u3057\u3001\u4f8b\u3048\u3070\u55b6\u696d\u5c65\u6b74\u3068\u5b9f\u7e3e\u3092\u7d10\u4ed8\u3051\u3066\u898b\u3089\u308c\u308b\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u306e\u5f62\u306b\u5909\u63db\u3057\u307e\u3057\u305f\u3002\u5206\u6790\u3057\u3084\u3059\u3044\u72b6\u614b\u306b\u306a\u3063\u305f\u3082\u306e\u306f\u3001Tableau\u306a\u3069\u3067\u4f7f\u3044\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u3067\u304d\u308b\u4eba\u306a\u3089\u3001Python\u3084R\u3092\u4f7f\u3063\u3066\u5206\u6790\u3092\u3059\u308b\u611f\u3058\u3067\u3059\u3002\u5206\u6790\u7d50\u679c\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u3057\u3066\u55b6\u696d\u30de\u30f3\u3084\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306b\u63d0\u4f9b\u3059\u308b\u3068\u3044\u3046\u5f62\u3067\u52d5\u304d\u307e\u3057\u305f\u3002<\/p>\n<h2><span id=\"BI-4\">BI\u30c4\u30fc\u30eb\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u65bd\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u6ce8\u610f\u70b9<\/span><\/h2>\n<h3><span id=\"i-2\">\u81ea\u793e\u304c\u6301\u3064\u30d2\u30c8\u30fb\u30e2\u30ce\u30fb\u30ab\u30cd\u306b\u5408\u308f\u305b\u3066\u30b9\u30e2\u30fc\u30eb\u30b9\u30c6\u30c3\u30d7\u3067\u958b\u59cb\u305b\u3088<\/span><\/h3>\n<p>\u30a8\u30af\u30bb\u30eb\u6d3b\u7528\u3001BI\u30c4\u30fc\u30eb\u5c0e\u5165\u3001\u305d\u3057\u3066\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u3078\u306e\u5909\u9769\u3068\u3044\u30463\u3064\u306e\u7570\u306a\u308b\u624b\u6cd5\u3092\u53d6\u3063\u305f3\u4e8b\u4f8b\u3092\u8e0f\u307e\u3048\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u3069\u306e\u3088\u3046\u306a\u5fc3\u5f97\u304c\u5fc5\u8981\u306a\u306e\u304b\u3001\u5171\u901a\u9805\u3092\u4f3a\u3063\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.18.13.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u81ea\u793e\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3067\u304d\u308b\u4eba\u304c\u3044\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u307e\u305a\u306f\u30a8\u30af\u30bb\u30eb\u3067\u5730\u9053\u306b\u59cb\u3081\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002\u30d2\u30c8\u30fb\u30e2\u30ce\u30fb\u30ab\u30cd\u306b\u5408\u308f\u305b\u3066\u3069\u3046\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u306e\u304b\u3092\u8003\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002<br \/>\n\u3042\u3068\u306f\u3001\u610f\u5916\u3068\u793e\u5185\u306b\u30c7\u30fc\u30bf\u3092\u898b\u308b\u306e\u304c\u597d\u304d\u306a\u4eba\u304c\u3044\u305f\u308a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u8da3\u5473\u3067\u7af6\u99ac\u3092\u3084\u3063\u3066\u3044\u308b\u4eba\u306a\u3093\u304b\u306f\u30c7\u30fc\u30bf\u304c\u5927\u597d\u304d\u3060\u3063\u305f\u308a\u3059\u308b\u306e\u3067\u3001\u305d\u3046\u3044\u3046\u4eba\u6750\u3092\u9023\u308c\u3066\u304f\u308b\u306e\u3082\u4e00\u3064\u306e\u624b\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span id=\"i-3\">\u5931\u6557\u306e\u5927\u304d\u306a\u539f\u56e0\u306f\u4e00\u90e8\u306e\u4eba\u6750\u306b\u8ca0\u8377\u304c\u304b\u304b\u308a\u3059\u304e\u308b\u3053\u3068<\/span><\/h3>\n<p>\u307e\u305f\u3001\u5b9f\u969b\u306b\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u306b\u5165\u3063\u305f\u969b\u306b\u3088\u304f\u3042\u308b\u843d\u3068\u3057\u7a74\u306b\u3064\u3044\u3066\u3082\u3084\u306f\u308a3\u3064\u4f3a\u3063\u305f\u3002\u4e0b\u8a18\u306e\u3044\u305a\u308c\u306e\u30dd\u30a4\u30f3\u30c8\u3082\u91cd\u8981\u3067\u306f\u3042\u308b\u304c\u3001\u7dcf\u62ec\u3059\u308b\u3068\u300c\u6975\u7aef\u306b\u8ab0\u304b\u306e\u8ca0\u62c5\u304c\u304b\u304b\u308b\u5f62\u300d\u3042\u308b\u3044\u306f\u300c\u4e0a\u4e0b\u95a2\u4fc2\u304c\u767a\u751f\u3059\u308b\u300d\u5f62\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u3068\u3001\u5931\u6557\u3057\u3084\u3059\u3044\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.18.32.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u30b9\u30e9\u30a4\u30c9\u3092\u898b\u3066\u3044\u3066\u3082\u8033\u304c\u75db\u3044\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b2\u3064\u76ee\u306e\u300c\u73fe\u5834\u306e\u8ca0\u62c5\u3092\u7121\u8996\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u300d\u3067\u3059\u306d\u3002\u30b5\u30fc\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u793e\u5185\u3067\u3082SFA\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3001\u55b6\u696d\u30de\u30f3\u306e\u65b9\u306b\u5165\u529b\u3057\u3066\u307b\u3057\u3044\u30c7\u30fc\u30bf\u3092\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u679c\u305f\u3057\u3066\u305d\u308c\u304c\u73fe\u5834\u306b\u3068\u3063\u3066\u5f79\u7acb\u3063\u3066\u3044\u308b\u306e\u304b\u306f\u5e38\u306b\u81ea\u554f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>2\u3064\u76ee\u306e\u58c1\u3092\u4e57\u308a\u8d8a\u3048\u308b\u305f\u3081\u306b\u79c1\u304c\u610f\u8b58\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u5b8c\u6210\u5f62\u3092\u898b\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u73fe\u5834\u306e\u65b9\u304c\u30c7\u30fc\u30bf\u5165\u529b\u3092\u3057\u305f\u304f\u306a\u3044\u3068\u3044\u3046\u306e\u306f\u5fd9\u3057\u3044\u304b\u3089\u3067\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u5165\u529b\u3092\u3057\u305f\u7d50\u679c\u81ea\u5206\u306b\u4f55\u304b\u8fd4\u3063\u3066\u304f\u308b\u306e\u304b\u3001\u30a4\u30e1\u30fc\u30b8\u304c\u6e67\u304b\u306a\u3044\u306e\u304c\u4e00\u756a\u306e\u7406\u7531\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u300c\u3053\u3093\u306a\u30c7\u30fc\u30bf\u304c\u53d6\u308c\u305f\u3089\u3053\u3093\u306a\u30b0\u30e9\u30d5\u304c\u898b\u3089\u308c\u3066\u3001\u3042\u306a\u305f\u306e\u55b6\u696d\u884c\u52d5\u304c\u3053\u3046\u3044\u3046\u98a8\u306b\u697d\u306b\u306a\u308b\u300d\u3068\u304d\u3061\u3093\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3057\u3066\u4f1d\u3048\u308b\u3068\u3001\u610f\u5916\u3068\u73fe\u5834\u304c\u5354\u529b\u3057\u3066\u304f\u308c\u308b\u3053\u3068\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h2><span id=\"BI4\">BI\u30c4\u30fc\u30eb\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f4\u30b9\u30c6\u30c3\u30d7<\/span><\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001BI\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u9577\u306b\u5c0e\u304f\u305f\u3081\u3001\u5206\u6790\u6226\u7565\u7b56\u5b9a\u304b\u3089\u73fe\u5834\u5b9a\u7740\u307e\u3067\u306e4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u304a\u3051\u308b\u30dd\u30a4\u30f3\u30c8\u3092\u4f3a\u3063\u305f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.18.47.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<h3><span id=\"i-4\">\u3010\u63a8\u9032\u4f53\u5236\u78ba\u7acb\u3011\u81ea\u793e\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u53d6\u308b\u3079\u304d\u4f53\u5236\u3092\u9078\u629e\u3059\u308b<\/span><\/h3>\n<p>\u6700\u521d\u306b\u884c\u3046\u306e\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a8\u9032\u3059\u308b\u305f\u3081\u306e\u4f53\u5236\u78ba\u7acb\u3060\u3002\u6728\u6751\u6c0f\u306f\u3053\u3053\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f53\u5236\u3092\u5927\u304d\u304f\u300c\u30a8\u30af\u30bb\u30eb\u5b8c\u7d50\u578b\u300d\u300cBI\u30c4\u30fc\u30eb\u5c0e\u5165\u578b\u300d\u300c\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u578b\u300d\u3068\u3001\u4eca\u56de\u3054\u7d39\u4ecb\u3057\u305f3\u3064\u306e\u4e8b\u4f8b\u306b\u3082\u5bfe\u5fdc\u3059\u308b\u5185\u5bb9\u3067\u5206\u3051\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.18.55.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u7c21\u5358\u306b\u3001\u3069\u3046\u3044\u3063\u305f\u7d44\u7e54\u304c\u305d\u308c\u305e\u308c\u306e\u578b\u306b\u5408\u3046\u306e\u304b\u3054\u8aac\u660e\u3044\u305f\u3060\u3051\u307e\u3059\u304b\uff1f<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u30b9\u30e9\u30a4\u30c9\u3067\u306f3\u3064\u306b\u306f\u3063\u304d\u308a\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u306f\u7d50\u69cb\u30b0\u30e9\u30c7\u30fc\u30b7\u30e7\u30f3\u3060\u3068\u601d\u3044\u307e\u3059\u3002BI\u30c4\u30fc\u30eb\u5c0e\u5165\u304b\u3089\u8aac\u660e\u3059\u308b\u3068\u3001\u4f8b\u3048\u3070\u5148\u307b\u3069\u306e\u5de5\u5834\u306e\u751f\u7523\u6027\u30fb\u6b69\u7559\u307e\u308a\u6539\u5584\u306e\u4e8b\u4f8b\u306e\u3088\u3046\u306b\u3001\u3059\u3067\u306b\u30a8\u30af\u30bb\u30eb\u3084VBM\u3092\u4f7f\u3048\u308b\u3001\u3042\u308b\u7a0b\u5ea6\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u66f8\u3051\u308b\u4eba\u6750\u304c\u3044\u308b\u306a\u3089\u3001\u57fa\u672c\u7684\u306b\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u3082\u3057\u30a8\u30af\u30bb\u30eb\u3084\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u3082\u602a\u3057\u3044\u306e\u306a\u3089\u3001\u307e\u305a\u306f\u30a8\u30af\u30bb\u30eb\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u5927\u5207\u3060\u3068\u3044\u3046\u306e\u304c\u300c\u30a8\u30af\u30bb\u30eb\u5b8c\u7d50\u578b\u300d\u3067\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u81ea\u4f53\u304c\u7af6\u4e89\u529b\u306e\u6e90\u6cc9\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u306a\u4f01\u696d\u3067\u3042\u308c\u3070\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u578b\u307e\u3067\u76ee\u6307\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u307e\u305a\u306f\u300c\u30a8\u30af\u30bb\u30eb\u5b8c\u7d50\u578b\u300d\u3042\u308b\u3044\u306f\u300cBI\u30c4\u30fc\u30eb\u5c0e\u5165\u578b\u300d\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3059\u308b\u611f\u3058\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u91cf\u306b\u3088\u3063\u3066\u306f\u305d\u3082\u305d\u3082\u30a8\u30af\u30bb\u30eb\u3067\u958b\u3051\u306a\u3044\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001\u305d\u306e\u3068\u304d\u306f\u300c\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u578b\u300d\u3067\u4f7f\u3046\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6700\u4f4e\u9650\u5165\u308c\u308b\u5fc5\u8981\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"i-5\">\u3010\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3011\u63a8\u9032\u4f53\u5236\u3054\u3068\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304d\u308b\u72b6\u614b\u3092\u4f5c\u308b<\/span><\/h3>\n<p>\u3069\u3093\u306a\u63a8\u9032\u4f53\u5236\u3092\u9078\u3076\u304b\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u5b9f\u65bd\u3059\u308b\u5185\u5bb9\u306f\u7570\u306a\u308b\u3002\u300c\u30a8\u30af\u30bb\u30eb\u5b8c\u7d50\u578b\u300d\u306e\u5834\u5408\u306f\u3001\u307e\u305a\u30e1\u30f3\u30d0\u30fc\u304c\u30a8\u30af\u30bb\u30eb\u306e\u95a2\u6570\u3084\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u304c\u91cd\u8981\u3060\u3002\u300cBI\u30c4\u30fc\u30eb\u5c0e\u5165\u578b\u300d\u3067\u3042\u308c\u3070\u3001\u30a8\u30af\u30bb\u30eb\u30de\u30b9\u30bf\u30fc\u306bBI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3001\u5206\u6790\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/p>\n<p>\u305d\u3057\u3066\u300c\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u578b\u300d\u306a\u3089\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3068\u3057\u3066\u306f\u304b\u306a\u308a\u5927\u898f\u6a21\u306a\u53d6\u308a\u7d44\u307f\u304c\u5fc5\u8981\u3060\u3002\u624b\u9806\u3068\u3057\u3066\u306f\u3001\u4e8b\u4f8b3\u3067\u3054\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306b\u793e\u5185\u5916\u306e\u30c7\u30fc\u30bf\u3092\u81ea\u793e\u3067\u69cb\u7bc9\u3057\u305f\u57fa\u76e4\u306b\u96c6\u3081\u3001\u6271\u3044\u3084\u3059\u3044\u5f62\u306b\u6574\u3048\u3066\u3044\u304f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.19.41.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u3092\u7dba\u9e97\u306b\u307e\u3068\u3081\u3066\u304a\u304d\u3001\u305d\u308c\u3092\u3044\u304b\u306b\u52b9\u7387\u7684\u306b\u793e\u5185\u306b\u5171\u6709\u3059\u308b\u304b\u304c\u5927\u4e8b\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u6bce\u65e5Slack\u306b\u524d\u65e5\u306e\u55b6\u696d\u5b9f\u7e3e\u304c\u81ea\u52d5\u3067\u901a\u77e5\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u306a\u3069\u3001Slack\u3084GitHub\u3092\u7528\u3044\u306a\u304c\u3089\u30c7\u30fc\u30bf\u306e\u5171\u6709\u57fa\u76e4\u3082\u7528\u610f\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3059\u3002<\/p>\n<h3><span id=\"i-6\">\u3010\u5206\u6790\u306e\u7fd2\u719f\u3011\u793e\u5185\u306b\u3044\u308b\u300c\u30c7\u30fc\u30bf\u5206\u6790\u304c\u597d\u304d\u305d\u3046\u306a\u4eba\u300d\u3092\u898b\u3064\u3051\u308b\u3079\u3057<\/span><\/h3>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u3044\u3056\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u3066\u3082\u3001\u305d\u308c\u3092\u793e\u5185\u306b\u5b9a\u7740\u5316\u3055\u305b\u308b\u306e\u304c\u307e\u305f\u4e00\u3064\u5927\u304d\u306a\u30cf\u30fc\u30c9\u30eb\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u5177\u4f53\u7684\u306b\u3069\u3093\u306a\u3053\u3068\u3092\u3059\u3079\u304d\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u5148\u307b\u3069\u3082\u7533\u3057\u4e0a\u3052\u305f\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u597d\u304d\u305d\u3046\u306a\u4eba\u304c\u3044\u305f\u3089\u300c\u3053\u3093\u306a\u9762\u767d\u3044\u3053\u3068\u304c\u3067\u304d\u308b\u3093\u3067\u3059\u3051\u3069\u3001\u4e00\u7dd2\u306b\u3084\u308a\u307e\u305b\u3093\u304b\uff1f\u300d\u3068\u8a98\u3063\u3066\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u753b\u9762\u5171\u6709\u3092\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3064\u3044\u3066\u624b\u53d6\u308a\u8db3\u53d6\u308a\u6559\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6163\u308c\u3066\u304d\u305f\u3089\u6bce\u9031\u5bbf\u984c\u3092\u51fa\u3057\u305f\u308a\u3082\u3057\u307e\u3059\u306d\u3002\u96e3\u3057\u304f\u3066\u3067\u304d\u306a\u3051\u308c\u3070\u79c1\u304c\u30b5\u30dd\u30fc\u30c8\u3092\u3057\u3066\u3001\u4e00\u4eba\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3092\u4f5c\u3063\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b\u4e0a\u3067\u30c7\u30fc\u30bf\u63a2\u3057\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3068\u3082\u3063\u305f\u3044\u306a\u3044\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u305fWiki\u3092\u4f5c\u3063\u3066\u304a\u304f\u3053\u3068\u3082\u5927\u4e8b\u3067\u3059\u3002<\/p>\n<h3><span id=\"i-7\">\u3010\u7d44\u7e54\u306e\u81ea\u8d70\u5316\u3011\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u4eba\u6750\u304c\u5897\u3048\u3066\u3044\u304f\u74b0\u5883\u3092\u6574\u3048\u308b<\/span><\/h3>\n<p><font color=\"blue\">\u677e\u4e95\uff1a<\/font>\u6700\u7d42\u7684\u306b\u306f\u7d44\u7e54\u306e\u81ea\u8d70\u5316\u3068\u3044\u3046\u5f62\u3067\u3001\u6728\u6751\u3055\u3093\u304c\u3044\u306a\u304f\u3066\u3082\u56de\u3063\u3066\u3044\u304f\u3088\u3046\u306a\u72b6\u614b\u3092\u76ee\u6307\u3057\u3066\u3044\u304f\u3093\u3067\u3059\u306d\u3002<\/p>\n<p><font color=\"green\">\u6728\u6751\uff1a<\/font>\u79c1\u304c\u30cf\u30f3\u30ba\u30aa\u30f3\u3067\u6559\u3048\u305f\u4eba\u304c\u3001\u6b21\u306f\u307b\u304b\u306e\u4eba\u306b\u6559\u3048\u308b\u3088\u3046\u306a\u74b0\u5883\u304c\u4f5c\u308c\u308b\u3068\u975e\u5e38\u306b\u826f\u3044\u3067\u3059\u306d\u3002\u7fd2\u719f\u3057\u305f\u4eba\u306b\u5bfe\u3057\u3066\u79c1\u304b\u3089\u67081\u56de\u3001\u4f55\u66dc\u65e5\u306e\u4f55\u6642\u304b\u3089Tableau\u52c9\u5f37\u4f1a\u3092\u958b\u50ac\u3057\u3066\u304f\u3060\u3055\u3044\u3068\u4f9d\u983c\u3057\u305f\u308a\u3082\u3057\u307e\u3059\u3002\u3059\u308b\u3068\u8208\u5473\u306e\u3042\u308b\u4eba\u304c\u53d7\u8b1b\u3059\u308b\u306e\u3067\u3001\u81ea\u5206\u306e\u90e8\u7f72\u306b\u6301\u3061\u5e30\u3063\u3066\u5185\u5bb9\u3092\u767a\u8868\u3057\u3066\u304f\u3060\u3055\u3044\u3068\u8a00\u3063\u3066\u3001\u30cd\u30ba\u30df\u8b1b\u7684\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3067\u304d\u308b\u4eba\u6750\u3092\u5897\u3084\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3><span id=\"i-8\">\u3010\u307e\u3068\u3081\u3011\u5206\u6790\u6226\u7565\u7b56\u5b9a\u304b\u3089\u73fe\u5834\u5b9a\u7740\u307e\u3067\u306b\u30d7\u30ed\u4eba\u6750\u306e\u652f\u63f4\u304c\u5fc5\u8981\u306a\u90e8\u5206<\/span><\/h3>\n<p>\u6700\u5f8c\u306b\u305d\u308c\u305e\u308c\u306e\u4f53\u5236\u306f\u3069\u3093\u306a\u7d44\u7e54\u304c\u5411\u3044\u3066\u3044\u308b\u306e\u304b\u3001\u898f\u6a21\u3084\u69cb\u6210\u8981\u56e0\u306a\u3069\u3092\u6539\u3081\u3066\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/circu.co.jp\/pro-sharing\/wp-content\/uploads\/2021\/10\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2021-10-01-13.22.46.png\" alt=\"\" width=\"100%\" height=\"100%\" class=\"aligncenter size-full wp-image-3490 img-border-on\" \/><\/p>\n<p>\u5185\u5bb9\u306b\u3064\u3044\u3066\u306f\u3053\u3053\u307e\u3067\u89e3\u8aac\u3044\u305f\u3060\u3044\u305f\u901a\u308a\u3060\u304c\u3001\u3084\u306f\u308a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u77e5\u898b\u304c\u7121\u3044\u4e2d\u3060\u3068\u3001\u81ea\u793e\u3060\u3051\u3067BI\u5c0e\u5165\u3092\u63a8\u9032\u3059\u308b\u306e\u306f\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u3002\u5916\u90e8\u306e\u30d7\u30ed\u4eba\u6750\u306b\u5165\u3063\u3066\u3082\u3089\u3046\u5834\u5408\u306f\u3069\u3093\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3001\u3069\u3093\u306a\u652f\u63f4\u304c\u5fc5\u8981\u306a\u306e\u3060\u308d\u304b\u3002<\/p>\n<p><font 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