{"id":3585,"date":"2025-09-03T20:12:17","date_gmt":"2025-09-03T11:12:17","guid":{"rendered":"https:\/\/www.climb.co.jp\/blog_espress\/?p=3585"},"modified":"2025-09-30T16:01:58","modified_gmt":"2025-09-30T07:01:58","slug":"%e5%96%b6%e6%a5%ad%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e5%8f%af%e8%a6%96%e5%8c%96%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6","status":"publish","type":"post","link":"https:\/\/www.climb.co.jp\/blog_espress\/archives\/3585","title":{"rendered":"\u55b6\u696d\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/CSPE018.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3592\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/CSPE018-300x210.jpg\" alt=\"\" width=\"300\" height=\"210\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/CSPE018-300x210.jpg 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/CSPE018.jpg 707w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p style=\"text-align: center;\">\u591a\u304f\u306e\u4f01\u696d\u304c\u4f55\u3089\u304b\u306eCRM\u3092\u5c0e\u5165\u3057\u3001\u55b6\u696d\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u3001\u4f55\u306e\u4fa1\u5024\u3082\u751f\u307f\u51fa\u3057\u307e\u305b\u3093\u3002\u305d\u306e\u84c4\u7a4d\u3055\u308c\u305f\u55b6\u696d\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u65e5\u3005\u306e\u696d\u52d9\u6539\u5584\u3084\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u306a\u3052\u3089\u308c\u307e\u3059\u3002\u3069\u306e\u3088\u3046\u306b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8a2d\u8a08\u3057\u3001\u3069\u3093\u306aKPI\u3092\u7d44\u307f\u3053\u3080\u304b\u304c\u3001\u7d44\u7e54\u6210\u9577\u306e\u672c\u5f53\u306e\u9375\u306b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<h2><strong>\u55b6\u696d\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/strong><\/h2>\n<p>\u55b6\u696d\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306f\u3001\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3066\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u6cbf\u3063\u3066\u9032\u3081\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<h3><strong>1. \u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u6574\u7406<\/strong><\/h3>\n<p>\u307e\u305a\u3001\u53ef\u8996\u5316\u3057\u305f\u3044\u55b6\u696d\u30c7\u30fc\u30bf\uff08\u4f8b\uff1a\u58f2\u4e0a\u91d1\u984d\u3001\u9867\u5ba2\u6570\u3001\u5546\u8ac7\u6570\u306a\u3069\uff09\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3057\u3084\u3059\u3044\u5f62\u306b\u6574\u7406\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u5024\u3084\u91cd\u8907\u3092\u306a\u304f\u3057\u3001\u65e5\u4ed8\u3001\u91d1\u984d\u3001\u30ab\u30c6\u30b4\u30ea\u306a\u3069\u304c\u7d71\u4e00\u3055\u308c\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h3><strong>2. \u76ee\u7684\u306e\u660e\u78ba\u5316<\/strong><\/h3>\n<p>\u6b21\u306b\u3001\u300c\u306a\u305c\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3001\u3069\u306e<a href=\"https:\/\/www.climb.co.jp\/soft\/espress\/sample\/chart\/\" target=\"_blank\" rel=\"noopener\"><strong>\u30c1\u30e3\u30fc\u30c8<\/strong><\/a>\u3092\u9078\u629e\u3059\u3079\u304d\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u4f8b1\uff1a<\/b> \u6708\u3054\u3068\u306e\u58f2\u4e0a\u30c8\u30ec\u30f3\u30c9\u3092\u628a\u63e1\u3057\u305f\u3044 \u2192 <b>\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/b><\/p>\n<\/li>\n<li>\n<p><b>\u4f8b2\uff1a<\/b> \u88fd\u54c1\u3054\u3068\u306e\u58f2\u4e0a\u8ca2\u732e\u5ea6\u3092\u6bd4\u8f03\u3057\u305f\u3044 \u2192 <b>\u68d2\u30b0\u30e9\u30d5<\/b>\u307e\u305f\u306f<b>\u5186\u30b0\u30e9\u30d5<\/b><\/p>\n<\/li>\n<li>\n<p><b>\u4f8b3\uff1a<\/b> \u62c5\u5f53\u8005\u3054\u3068\u306e\u76ee\u6a19\u9054\u6210\u7387\u3092\u8ffd\u8de1\u3057\u305f\u3044 \u2192 <b>\u68d2\u30b0\u30e9\u30d5<\/b>\u307e\u305f\u306f<b>\u30b2\u30fc\u30b8\u30c1\u30e3\u30fc\u30c8<\/b><\/p>\n<\/li>\n<\/ul>\n<h3><strong>3. \u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u5b9a<\/strong><\/h3>\n<p>\u76ee\u7684\u3068\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u8868\u8a08\u7b97\u30bd\u30d5\u30c8 (Excel, Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8)\uff1a<\/b> \u6bd4\u8f03\u7684\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u91cf\u3067\u3001\u624b\u8efd\u306b\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>BI (\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9) \u30c4\u30fc\u30eb (Tableau, Power BI\u3001 <a href=\"https:\/\/www.climb.co.jp\/soft\/espress\/\" target=\"_blank\" rel=\"noopener\">EspressReport ES<\/a>\u7b49)\uff1a<\/b> \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3044\u3001\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u305f\u3044\u5834\u5408\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e (Python, R)\uff1a<\/b> \u3088\u308a\u9ad8\u5ea6\u306a\u7d71\u8a08\u5206\u6790\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u306b\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<h3><strong>4. \u30b0\u30e9\u30d5\u306e\u9078\u629e\u3068\u4f5c\u6210<\/strong><\/h3>\n<p>\u76ee\u7684\u3068\u30c4\u30fc\u30eb\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u5b9f\u969b\u306b\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf:<\/b> \u58f2\u4e0a\u63a8\u79fb\u3084\u9867\u5ba2\u6570\u306e\u5909\u5316\u306a\u3069\u3001\u6642\u9593\u306e\u7d4c\u904e\u3092\u8ffd\u3046\u5834\u5408\u306f<b>\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/b> \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u6bd4\u8f03\u30c7\u30fc\u30bf:<\/b> \u5730\u57df\u5225\u3084\u88fd\u54c1\u5225\u306e\u58f2\u4e0a\u3001\u62c5\u5f53\u8005\u3054\u3068\u306e\u6210\u7e3e\u306a\u3069\u3001\u30ab\u30c6\u30b4\u30ea\u9593\u306e\u5927\u5c0f\u3092\u6bd4\u8f03\u3059\u308b\u5834\u5408\u306f<b>\u68d2\u30b0\u30e9\u30d5<\/b> \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u69cb\u6210\u6bd4\u30c7\u30fc\u30bf:<\/b> \u5168\u4f53\u306b\u5bfe\u3059\u308b\u5404\u8981\u7d20\u306e\u5272\u5408\uff08\u4f8b\uff1a\u5404\u88fd\u54c1\u306e\u58f2\u4e0a\u69cb\u6210\u6bd4\uff09\u3092\u793a\u3059\u5834\u5408\u306f<b>\u5186\u30b0\u30e9\u30d5<\/b> \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<h3><strong>5. \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u3068\u6d3b\u7528<\/strong><\/h3>\n<p>\u8907\u6570\u306e\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u305f\u3089\u3001\u305d\u308c\u3089\u3092\u4e00\u3064\u306e\u753b\u9762\u306b\u307e\u3068\u3081\u305f<a href=\"https:\/\/www.climb.co.jp\/soft\/espress\/sample\/dashboard\/\" target=\"_blank\" rel=\"noopener\"><b>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/b><\/a>\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u55b6\u696d\u6d3b\u52d5\u306e\u5168\u4f53\u50cf\u3092\u4fef\u77b0\u3057\u3001\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u6700\u3082\u91cd\u8981\u306a\u6307\u6a19\uff08KPI\uff09\u3092\u4e00\u756a\u4e0a\u306b\u914d\u7f6e\u3059\u308b\u306a\u3069\u3001\u8996\u7dda\u306e\u6d41\u308c\u3092\u8003\u616e\u3057\u3066\u30ec\u30a4\u30a2\u30a6\u30c8\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u5358\u306a\u308b\u6570\u5b57\u306e\u7f85\u5217\u3060\u3063\u305f\u55b6\u696d\u30c7\u30fc\u30bf\u304c\u3001\u30c1\u30fc\u30e0\u306e\u8ab2\u984c\u767a\u898b\u3084\u6226\u7565\u7acb\u6848\u306b\u8ca2\u732e\u3059\u308b\u300c\u30b9\u30c8\u30fc\u30ea\u30fc\u300d\u3078\u3068\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-large wp-image-3597\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20-1024x401.jpg\" alt=\"\" width=\"640\" height=\"251\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20-1024x401.jpg 1024w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20-300x117.jpg 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20-768x300.jpg 768w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/AdobeStock_204388683_20.jpg 1513w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<h2><strong>\u53ef\u8996\u5316\u3059\u3079\u304d\u55b6\u696d\u30c7\u30fc\u30bf\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/strong><\/h2>\n<div id=\"model-response-message-contentr_6c0bd06d00e46a74\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\">\n<p>\u55b6\u696d\u30c7\u30fc\u30bf\u306b\u306f\u3001\u55b6\u696d\u6d3b\u52d5\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3057\u3001\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u69d8\u3005\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u3002\u4e3b\u306b\u4ee5\u4e0b\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><strong>\u9867\u5ba2\u30c7\u30fc\u30bf<\/strong><\/h3>\n<p>\u9867\u5ba2\u306b\u95a2\u3059\u308b\u60c5\u5831\u3067\u3001\u55b6\u696d\u6226\u7565\u3092\u7acb\u3066\u308b\u4e0a\u3067\u6700\u3082\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u57fa\u672c\u60c5\u5831:<\/b> \u4f01\u696d\u540d\u3001\u62c5\u5f53\u8005\u540d\u3001\u5f79\u8077\u3001\u9023\u7d61\u5148<\/p>\n<\/li>\n<li>\n<p><b>\u9867\u5ba2\u5c5e\u6027:<\/b> \u696d\u7a2e\u3001\u5f93\u696d\u54e1\u6570\u3001\u58f2\u4e0a\u898f\u6a21\u3001\u6240\u5728\u5730<\/p>\n<\/li>\n<li>\n<p><b>\u53d6\u5f15\u5c65\u6b74:<\/b> \u904e\u53bb\u306e\u8cfc\u8cb7\u5c65\u6b74\u3001\u8cfc\u5165\u88fd\u54c1\u3001\u8cfc\u5165\u91d1\u984d\u3001\u5951\u7d04\u65e5<\/p>\n<\/li>\n<\/ul>\n<h3><strong>\u6d3b\u52d5\u30c7\u30fc\u30bf<\/strong><\/h3>\n<p>\u55b6\u696d\u62c5\u5f53\u8005\u304c\u65e5\u3005\u884c\u3063\u3066\u3044\u308b\u6d3b\u52d5\u3092\u6570\u5024\u5316\u3057\u305f\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u5546\u8ac7\u95a2\u9023:<\/b> \u5546\u8ac7\u6570\u3001\u5546\u8ac7\u30b9\u30c6\u30fc\u30b8\uff08\u521d\u671f\u3001\u4ea4\u6e09\u4e2d\u306a\u3069\uff09\u3001\u5546\u8ac7\u6210\u7acb\u30fb\u5931\u6ce8\u6570<\/p>\n<\/li>\n<li>\n<p><b>\u30a2\u30d7\u30ed\u30fc\u30c1\u95a2\u9023:<\/b> \u96fb\u8a71\u4ef6\u6570\u3001\u30e1\u30fc\u30eb\u9001\u4fe1\u6570\u3001\u8a2a\u554f\u4ef6\u6570<\/p>\n<\/li>\n<li>\n<p><b>\u5bfe\u5fdc\u6642\u9593:<\/b> \u9867\u5ba2\u5bfe\u5fdc\u306b\u304b\u304b\u3063\u305f\u6642\u9593\u3001\u5546\u8ac7\u6210\u7acb\u307e\u3067\u306e\u5e73\u5747\u65e5\u6570<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf<\/strong><\/h3>\n<p>\u55b6\u696d\u6d3b\u52d5\u306e\u30d7\u30ed\u30bb\u30b9\uff08\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff09\u306b\u304a\u3051\u308b\u898b\u8fbc\u307f\u5ba2\u3084\u5546\u8ac7\u306e\u9032\u6357\u72b6\u6cc1\u3092\u8ffd\u8de1\u3059\u308b\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u30ea\u30fc\u30c9\u6570:<\/b> \u65b0\u898f\u306b\u7372\u5f97\u3057\u305f\u898b\u8fbc\u307f\u5ba2\u306e\u6570<\/p>\n<\/li>\n<li>\n<p><b>\u5546\u8ac7\u7dcf\u984d:<\/b> \u73fe\u5728\u9032\u884c\u4e2d\u306e\u5546\u8ac7\u306e\u5408\u8a08\u91d1\u984d<\/p>\n<\/li>\n<li>\n<p><b>\u6210\u7d04\u7387:<\/b> \u30ea\u30fc\u30c9\u3084\u5546\u8ac7\u304c\u6700\u7d42\u7684\u306b\u6210\u7d04\u306b\u81f3\u3063\u305f\u5272\u5408<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u58f2\u4e0a\u30c7\u30fc\u30bf<\/strong><\/h3>\n<p>\u55b6\u696d\u6d3b\u52d5\u306e\u6700\u7d42\u7684\u306a\u6210\u679c\u3092\u793a\u3059\u30c7\u30fc\u30bf\u3067\u3001\u6700\u3082\u91cd\u8981\u306a\u6307\u6a19\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u58f2\u4e0a\u9ad8:<\/b> \u6708\u5225\u3001\u56db\u534a\u671f\u5225\u3001\u5e74\u9593\u306e\u5408\u8a08\u58f2\u4e0a\u91d1\u984d<\/p>\n<\/li>\n<li>\n<p><b>\u88fd\u54c1\u5225\u58f2\u4e0a:<\/b> \u3069\u306e\u88fd\u54c1\u304c\u6700\u3082\u58f2\u308c\u3066\u3044\u308b\u304b<\/p>\n<\/li>\n<li>\n<p><b>\u5730\u57df\u30fb\u5e02\u5834\u5225\u58f2\u4e0a:<\/b> \u3069\u306e\u5730\u57df\u3084\u5e02\u5834\u3067\u58f2\u4e0a\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u304b<\/p>\n<\/li>\n<li>\n<p><b>\u55b6\u696d\u62c5\u5f53\u8005\u5225\u58f2\u4e0a:<\/b> \u5404\u62c5\u5f53\u8005\u306e\u58f2\u4e0a\u8ca2\u732e\u5ea6<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div id=\"model-response-message-contentr_5e3638d4f7f3bf55\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\">\n<h2><strong>\u55b6\u696d\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b\u5fc5\u8981\u306a\u30c1\u30e3\u30fc\u30c8\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\u304b\uff1f<\/strong><\/h2>\n<p>\u55b6\u696d\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u306b\u306f\u3001\u76ee\u7684\u3084\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u69d8\u3005\u306a\u30c1\u30e3\u30fc\u30c8\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u7279\u306b\u5f79\u7acb\u3064\u4e3b\u8981\u306a\u30b0\u30e9\u30d5\u3068\u305d\u306e\u7528\u9014\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>1. \u6298\u308c\u7dda\u30b0\u30e9\u30d5 (Line Chart)<\/h3>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/line01_2D.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3617\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/line01_2D-300x243.png\" alt=\"\" width=\"300\" height=\"243\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/line01_2D-300x243.png 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/line01_2D.png 550w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u00a0<\/p>\n<p>\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306f\u3001<b>\u6642\u9593\u7d4c\u904e\u306b\u4f34\u3046\u30c7\u30fc\u30bf\u306e\u63a8\u79fb<\/b>\u3092\u8ffd\u3046\u306e\u306b\u6700\u9069\u3067\u3059\u3002\u6708\u5225\u3001\u56db\u534a\u671f\u5225\u3001\u5e74\u5225\u3068\u3044\u3063\u305f\u671f\u9593\u3054\u3068\u306e\u58f2\u4e0a\u9ad8\u3084\u9867\u5ba2\u6570\u306e\u5909\u52d5\u3092\u8996\u899a\u7684\u306b\u628a\u63e1\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30ec\u30f3\u30c9\u306e\u78ba\u8a8d\u3084\u5b63\u7bc0\u6027\u306e\u767a\u898b\u306b\u975e\u5e38\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>2. \u68d2\u30b0\u30e9\u30d5 (Bar Chart)<\/h3>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Stack-Bar-Chart.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3618\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Stack-Bar-Chart-300x243.png\" alt=\"\" width=\"300\" height=\"243\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Stack-Bar-Chart-300x243.png 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Stack-Bar-Chart.png 550w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u68d2\u30b0\u30e9\u30d5\u306f\u3001<b>\u8907\u6570\u306e\u30ab\u30c6\u30b4\u30ea\u9593\u306e\u6bd4\u8f03<\/b>\u3092\u884c\u3046\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u88fd\u54c1\u5225\u3001\u62c5\u5f53\u8005\u5225\u3001\u5730\u57df\u5225\u306a\u3069\u306e\u58f2\u4e0a\u5b9f\u7e3e\u3092\u6bd4\u8f03\u3057\u305f\u308a\u3001\u76ee\u6a19\u9054\u6210\u7387\u3092\u53ef\u8996\u5316\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002\u5927\u5c0f\u95a2\u4fc2\u304c\u76f4\u611f\u7684\u306b\u7406\u89e3\u3057\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3><strong>3. \u5186\u30b0\u30e9\u30d5 (Pie Chart)<\/strong><\/h3>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3DPie-Chart.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3619\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3DPie-Chart-300x243.png\" alt=\"\" width=\"300\" height=\"243\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3DPie-Chart-300x243.png 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3DPie-Chart.png 550w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u5186\u30b0\u30e9\u30d5\u306f\u3001<b>\u5168\u4f53\u306b\u5bfe\u3059\u308b\u5404\u8981\u7d20\u306e\u5272\u5408<\/b>\u3092\u793a\u3059\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5168\u58f2\u4e0a\u306b\u5360\u3081\u308b\u5404\u88fd\u54c1\u30ab\u30c6\u30b4\u30ea\u306e\u5272\u5408\u3084\u3001\u5404\u5e02\u5834\u306e\u30b7\u30a7\u30a2\u306a\u3069\u3092\u4e00\u76ee\u3067\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30ab\u30c6\u30b4\u30ea\u6570\u304c\u591a\u3059\u304e\u308b\u3068\u898b\u306b\u304f\u304f\u306a\u308b\u305f\u3081\u3001\u591a\u304f\u3066\u30825\uff5e6\u30ab\u30c6\u30b4\u30ea\u306b\u7d5e\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>4. \u6563\u5e03\u56f3 (Scatter Plot)<\/h3>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Scatter-Chart.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3620\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Scatter-Chart-300x243.png\" alt=\"\" width=\"300\" height=\"243\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Scatter-Chart-300x243.png 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/3D-Scatter-Chart.png 550w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u6563\u5e03\u56f3\u306f\u3001<b>2\u3064\u306e\u5909\u6570\u9593\u306e\u95a2\u4fc2\u6027<\/b>\u3092\u5206\u6790\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5e83\u544a\u8cbb\u3068\u58f2\u4e0a\u9ad8\u3001\u307e\u305f\u306f\u9867\u5ba2\u306e\u8a2a\u554f\u56de\u6570\u3068\u8cfc\u5165\u91d1\u984d\u3068\u3044\u3063\u305f\u76f8\u95a2\u95a2\u4fc2\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u5916\u308c\u5024\u306e\u7279\u5b9a\u306b\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>\u00a0<\/h3>\n<h3>5. \u30d2\u30b9\u30c8\u30b0\u30e9\u30e0 (Histogram)<\/h3>\n<p><a href=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/2D-Histogram-Plot.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-medium wp-image-3624\" src=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/2D-Histogram-Plot-300x234.png\" alt=\"\" width=\"300\" height=\"234\" srcset=\"https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/2D-Histogram-Plot-300x234.png 300w, https:\/\/www.climb.co.jp\/blog_espress\/wp-content\/uploads\/2025\/09\/2D-Histogram-Plot.png 452w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306f\u3001<b>\u5358\u4e00\u306e\u5909\u6570\u306e\u5206\u5e03<\/b>\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u3054\u3068\u306e\u8cfc\u5165\u91d1\u984d\u304c\u3069\u306e\u4fa1\u683c\u5e2f\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u5951\u7d04\u306b\u304b\u304b\u3063\u305f\u65e5\u6570\u304c\u3069\u306e\u7bc4\u56f2\u306b\u591a\u3044\u304b\u306a\u3069\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30b0\u30e9\u30d5\u3092\u9069\u5207\u306b\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u55b6\u696d\u30c7\u30fc\u30bf\u306e\u5206\u6790\u304c\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u30b0\u30e9\u30d5\uff0f\u30c1\u30e3\u30fc\u30c8\u3001\u30ec\u30dd\u30fc\u30c8\uff0f\u5e33\u7968\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u5f37\u529b\u306a\u53ef\u8996\u5316Java\u30c4\u30fc\u30eb\u300c<br>Espress\u30b7\u30ea\u30fc\u30ba\u300d\u306e\u8a73\u7d30\u30fb\u554f\u3044\u5408\u308f\u305b\u306f\u306f<a href=\"https:\/\/www.climb.co.jp\/soft\/espress\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u3053\u3061\u3089\u304b\u3089<\/a><\/strong><\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u304f\u306e\u4f01\u696d\u304c\u4f55\u3089\u304b\u306eCRM\u3092\u5c0e\u5165\u3057\u3001\u55b6\u696d\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u3092 &hellip; <a href=\"https:\/\/www.climb.co.jp\/blog_espress\/archives\/3585\">\u7d9a\u304d\u3092\u8aad\u3080 <span 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