{"id":45298,"date":"2025-03-04T05:46:29","date_gmt":"2025-03-04T05:46:29","guid":{"rendered":"https:\/\/www.carmatec.com\/?p=45298"},"modified":"2025-12-31T10:42:21","modified_gmt":"2025-12-31T10:42:21","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa%e3%82%b9%e3%83%88%e5%90%91%e3%81%91%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%83%84%e3%83%bc%e3%83%ab-%e3%83%88%e3%83%83%e3%83%9720","status":"publish","type":"post","link":"https:\/\/www.carmatec.com\/ja\/blog\/top-20-data-analytics-tools-for-data-analysts\/","title":{"rendered":"2026\u5e74 \u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u5411\u3051\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u30fb\u30c8\u30c3\u30d720"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"45298\" class=\"elementor elementor-45298\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86217d2 e-flex e-con-boxed e-con e-parent\" data-id=\"86217d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dc216d elementor-widget elementor-widget-text-editor\" data-id=\"7dc216d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As data continues to drive business decisions, the demand for efficient and powerful data analytics tools is higher than ever. Data analysts need cutting-edge solutions to process, visualize, and extract insights from vast amounts of data. In 2026, several data analytics tools stand out as industry leaders, offering advanced features to enhance decision-making and operational efficiency.<\/p><p>This blog explores the top 20 data analytics tools for 2026, helping data analysts choose the best solutions to stay competitive in the evolving digital landscape.<\/p><h2><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u4f55\u304b\uff1f<\/strong><\/h2><p>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u6709\u7528\u306a\u6d1e\u5bdf\u3092\u5f15\u304d\u51fa\u3057\u3001\u50be\u5411\u3092\u7279\u5b9a\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u3092\u8abf\u67fb\u3057\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u5909\u63db\u3057\u3001\u89e3\u91c8\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3001\u751f\u306e\u60c5\u5831\u3092\u5b9f\u7528\u7684\u306a\u77e5\u8b58\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u7684\u3001\u6570\u5b66\u7684\u3001\u8a08\u7b97\u6280\u8853\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p><h4><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e3b\u306a\u69cb\u6210\u8981\u7d20<\/strong><\/h4><ul><li><strong>\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong> - \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001IoT\u30c7\u30d0\u30a4\u30b9\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3001\u4f01\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304a\u3088\u3073\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u6e96\u5099<\/strong> - \u77db\u76fe\u306e\u9664\u53bb\u3001\u6b20\u640d\u5024\u306e\u51e6\u7406\u3001\u5206\u6790\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u5316\u3002<\/li><li><strong>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\uff08EDA\uff09<\/strong> - \u7d71\u8a08\u7684\u624b\u6cd5\u3068\u8996\u899a\u5316\u3092\u901a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3001\u5206\u5e03\u3001\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790<\/strong> - \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u9069\u7528\u3057\u3001\u50be\u5411\u3001\u76f8\u95a2\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u3002<\/li><li><strong>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/strong> - \u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u7528\u3044\u3066\u6d1e\u5bdf\u3092\u63d0\u793a\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3002<\/li><li><strong>\u610f\u601d\u6c7a\u5b9a\u3068\u5831\u544a<\/strong> - \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u3092\u7528\u3044\u3066\u3001\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u6226\u7565\u7684\u884c\u52d5\u3092\u63a8\u9032\u3059\u308b\u3002<\/li><\/ul><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7a2e\u985e<\/strong><\/h5><ul><li><strong>\u8a18\u8ff0\u7684\u5206\u6790<\/strong> - \u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u8981\u7d04\u3057\u3001\u4f55\u304c\u8d77\u3053\u3063\u305f\u304b\u3092\u7406\u89e3\u3059\u308b\uff08\u8ca9\u58f2\u30ec\u30dd\u30fc\u30c8\u3001KPI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306a\u3069\uff09\u3002<\/li><li><strong>\u8a3a\u65ad\u5206\u6790<\/strong> - \u904e\u53bb\u306e\u50be\u5411\u3084\u51fa\u6765\u4e8b\u306e\u80cc\u5f8c\u306b\u3042\u308b\u7406\u7531\u3092\u7279\u5b9a\u3059\u308b\uff08\u58f2\u4e0a\u4f4e\u4e0b\u306e\u6839\u672c\u539f\u56e0\u5206\u6790\u306a\u3069\uff09\u3002<\/li><li><strong>\u4e88\u6e2c\u5206\u6790<\/strong> - \u7d71\u8a08\u30e2\u30c7\u30eb\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u3066\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3059\u308b\uff08\u9700\u8981\u4e88\u6e2c\u3001\u30ea\u30b9\u30af\u8a55\u4fa1\u306a\u3069\uff09\u3002<\/li><li><strong>\u30d7\u30ea\u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/strong> - \u30c7\u30fc\u30bf\u5206\u6790\u306b\u57fa\u3065\u304d\u3001\u7d50\u679c\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u884c\u52d5\u3092\u63d0\u6848\u3059\u308b\uff08\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u306a\u3069\uff09\u3002<\/li><\/ul><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u91cd\u8981\u6027<\/strong><\/h5><ul><li><strong>\u610f\u601d\u6c7a\u5b9a\u306e\u6539\u5584<\/strong> - \u76f4\u611f\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3002<\/li><li><strong>\u52b9\u7387\u3092\u9ad8\u3081\u308b<\/strong> - \u975e\u52b9\u7387\u3092\u7279\u5b9a\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u3002<\/li><li><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a<\/strong> - \u9867\u5ba2\u306e\u884c\u52d5\u3092\u5206\u6790\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u3001\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002<\/li><li><strong>\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u63a8\u9032<\/strong> - \u65b0\u3057\u3044\u5e02\u5834\u52d5\u5411\u3068\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30f3\u30b9\u3092\u898b\u6975\u3081\u308b<br \/>\u30ea\u30b9\u30af\u306e\u8efd\u6e1b - \u4e0d\u6b63\u884c\u70ba\u306e\u767a\u898b\u306b\u5f79\u7acb\u3064\u3001 <a href=\"https:\/\/www.carmatec.com\/ja\/%e3%82%b5%e3%82%a4%e3%83%90%e3%83%bc%e3%82%bb%e3%82%ad%e3%83%a5%e3%83%aa%e3%83%86%e3%82%a3%e3%83%bb%e3%82%b3%e3%83%b3%e3%82%b5%e3%83%ab%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%83%bb%e3%82%b5%e3%83%bc\/\">\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/a>\u305d\u3057\u3066\u30ea\u30b9\u30af\u7ba1\u7406\u3067\u3042\u308b\u3002<\/li><\/ul><h5><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u7523\u696d<\/strong><\/h5><ul><li><strong>\u5c0f\u58f2\uff06E\u30b3\u30de\u30fc\u30b9<\/strong> - \u9867\u5ba2\u884c\u52d5\u5206\u6790\u3001\u58f2\u4e0a\u4e88\u6e2c\u3001\u5728\u5eab\u7ba1\u7406\u3002<\/li><li><strong>\u5065\u5eb7\u7ba1\u7406<\/strong> - \u4e88\u6e2c\u8a3a\u65ad\u3001\u60a3\u8005\u30c7\u30fc\u30bf\u5206\u6790\u3001\u8cc7\u6e90\u914d\u5206\u3002<\/li><li><strong>\u91d1\u878d\u30fb\u9280\u884c<\/strong> - \u4e0d\u6b63\u691c\u77e5\u3001\u4fe1\u7528\u30ea\u30b9\u30af\u8a55\u4fa1\u3001\u6295\u8cc7\u5206\u6790\u3002<\/li><li><strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff06\u5e83\u544a<\/strong> - \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/li><li><strong>\u88fd\u9020\u696d<\/strong> - \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3001\u751f\u7523\u54c1\u8cea\u7ba1\u7406\u3002<\/li><\/ul><h2><strong>2026\u5e74 \u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u5411\u3051\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u30fb\u30c8\u30c3\u30d720<\/strong><\/h2><h5><strong>1.\u30bf\u30d6\u30ed\u30fc<\/strong><\/h5><p>Tableau\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u5171\u6709\u53ef\u80fd\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u308b\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u6a5f\u80fd\u3092\u5099\u3048\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6700\u9069\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u5206\u6790<\/li><li>AI\u306b\u3088\u308b\u6d1e\u5bdf<\/li><li>\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u6a5f\u80fd<\/li><\/ul><h5><strong>2.Microsoft Power BI<\/strong><\/h5><p>Power BI\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3001\u7d44\u7e54\u5168\u4f53\u3067\u6d1e\u5bdf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002Microsoft \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u306b\u3088\u308a\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u6700\u826f\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u5c55\u958b<\/li><li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30ec\u30dd\u30fc\u30c8<\/li><li>AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0<\/li><\/ul><h5><strong>3.\u30b0\u30fc\u30b0\u30eb\u30c7\u30fc\u30bf\u30b9\u30bf\u30b8\u30aa<\/strong><\/h5><p>Google Data Studio\u306f\u3001\u751f\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u8aac\u5f97\u529b\u306e\u3042\u308b\u30ec\u30dd\u30fc\u30c8\u306b\u5909\u63db\u3059\u308b\u7121\u6599\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u69d8\u3005\u306aGoogle\u30b5\u30fc\u30d3\u30b9\u3084\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u81ea\u7531\u3067\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li><li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li><li>\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u6027<\/li><\/ul><h5><strong>4.SAS\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/strong><\/h5><p>SAS Analytics\u306f\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3001\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6271\u3046\u4f01\u696d\u74b0\u5883\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u6a5f\u68b0\u5b66\u7fd2\u3068AI\u6a5f\u80fd<\/li><li>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/li><li>\u9ad8\u5ea6\u306a\u7d71\u8a08\u5206\u6790<\/li><\/ul><h5><strong>5.\u30a2\u30d1\u30c3\u30c1\u30fb\u30b9\u30d1\u30fc\u30af<\/strong><\/h5><p>Apache Spark\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3001\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u3067\u77e5\u3089\u308c\u3066\u3044\u308b\u3002Python\u3001Java\u3001Scala\u306a\u3069\u8907\u6570\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u9ad8\u901f\u30c7\u30fc\u30bf\u51e6\u7406<\/li><li>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044<\/li><li>Hadoop\u304a\u3088\u3073\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u306e\u7d71\u5408<\/li><\/ul><h5><strong>6.KNIME<\/strong><\/h5><p>KNIME\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u8a2d\u8a08\u30fb\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e88\u6e2c\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316<\/li><li>\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3068\u5909\u63db<\/li><li>\u6a5f\u68b0\u5b66\u7fd2\u3068AI\u306e\u7d71\u5408<\/li><\/ul><h5><strong>7.IBM Cognos Analytics<\/strong><\/h5><p>IBM Cognos Analytics\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30c4\u30fc\u30eb\u3067\u3059\u3002 <a href=\"https:\/\/www.carmatec.com\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%bb%e3%83%93%e3%82%b8%e3%83%a5%e3%82%a2%e3%83%a9%e3%82%a4%e3%82%bc%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%e3%83%bb%e3%82%b3%e3%83%b3%e3%82%b5%e3%83%ab%e3%83%86%e3%82%a3\/\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/a>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u5206\u6790\u6a5f\u80fd<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>AI\u306b\u3088\u308b\u6d1e\u5bdf<\/li><li>\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u308b\u30c7\u30fc\u30bf\u63a2\u7d22<\/li><li>\u30af\u30e9\u30a6\u30c9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408<\/li><\/ul><h5><strong>8.Qlik Sense<\/strong><\/h5><p>Qlik Sense\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u3092\u53ef\u80fd\u306b\u3059\u308b\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u52d5\u7684\u63a2\u7d22\u306e\u305f\u3081\u306e\u9023\u60f3\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb<\/li><li>\u62e1\u5f35\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068AI\u306b\u3088\u308b\u6d1e\u5bdf<\/li><li>\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30b5\u30dd\u30fc\u30c8<\/li><\/ul><h5><strong>9.\u30a2\u30eb\u30c6\u30ea\u30af\u30b9<\/strong><\/h5><p>Alteryx\u306f\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u30d6\u30ec\u30f3\u30c9\u3001\u4e88\u6e2c\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306b\u3088\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316<\/li><li>\u30c7\u30fc\u30bf\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u5909\u63db<\/li><li>\u9ad8\u5ea6\u306a\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0<\/li><\/ul><h5><strong>10.\u30e9\u30d4\u30c3\u30c9\u30de\u30a4\u30ca\u30fc<\/strong><\/h5><p>\u30e9\u30d4\u30c3\u30c9\u30de\u30a4\u30ca\u30fc\u306f <a href=\"https:\/\/www.carmatec.com\/ja\/%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e9%96%8b%e7%99%ba%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9\/\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/www.carmatec.com\/ja\/%e4%ba%88%e6%b8%ac%e5%88%86%e6%9e%90%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9\/\">\u4e88\u6e2c\u5206\u6790<\/a> \u81ea\u52d5\u5316\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30ce\u30fc\u30b3\u30fc\u30c9\uff0f\u30ed\u30fc\u30b3\u30fc\u30c9\u6a5f\u68b0\u5b66\u7fd2<\/li><li>\u81ea\u52d5\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u8a55\u4fa1<\/li><li>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u7d71\u5408<\/li><\/ul><h5><strong>11.\u30eb\u30c3\u30ab\u30fc<\/strong><\/h5><p>Looker\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068 <a href=\"https:\/\/www.carmatec.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e4%ba%ba%e6%b0%97%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e5%8f%af%e8%a6%96%e5%8c%96%e3%83%84%e3%83%bc%e3%83%ab15%e9%81%b8\/\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb<\/a> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>SQL\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0<\/li><li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u63a5\u7d9a<\/li><li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li><\/ul><h5><strong>12.\u30b5\u30a4\u30bb\u30f3\u30b9<\/strong><\/h5><p>Sisense\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3092\u7d44\u307f\u8fbc\u3080\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>AI\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790<\/li><li>\u30db\u30ef\u30a4\u30c8\u30e9\u30d9\u30eb\u306e\u57cb\u3081\u8fbc\u307f\u6a5f\u80fd<\/li><li>\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u5909\u63db<\/li><\/ul><h5><strong>13.\u30c7\u30fc\u30bf\u30d6\u30ea\u30c3\u30af<\/strong><\/h5><p>Databricks\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068AI\u4e3b\u5c0e\u306e\u5206\u6790\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u7d71\u5408\u30c7\u30fc\u30bf\u5206\u6790\u3068\u6a5f\u68b0\u5b66\u7fd2<\/li><li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9<\/li><li>Apache Spark\u30d9\u30fc\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li><\/ul><h5><strong>14.\u30c9\u30fc\u30e2<\/strong><\/h5><p>Domo\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u6d1e\u5bdf<\/li><li>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210<\/li><li>\u30e2\u30d0\u30a4\u30eb\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li><\/ul><h5><strong>15.\u30ad\u30cf\u30c0 BI<\/strong><\/h5><p>Yellowfin BI\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u767a\u898b\u3068\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u6a5f\u80fd\u3067\u77e5\u3089\u308c\u308b\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30c7\u30fc\u30bf\u30fb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30c4\u30fc\u30eb<\/li><li>AI\u306b\u3088\u308b\u81ea\u52d5\u5316\u3055\u308c\u305f\u6d1e\u5bdf<\/li><li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li><\/ul><h5><strong>16.\u30e2\u30fc\u30c9\u5206\u6790<\/strong><\/h5><p>Mode Analytics\u306f\u3001SQL\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>SQL\u3068Python\u30d9\u30fc\u30b9\u306e\u5206\u6790<\/li><li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30dd\u30fc\u30c8\u3068\u53ef\u8996\u5316<\/li><li>\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u306e\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li><\/ul><h5><strong>17.Google BigQuery<\/strong><\/h5><p>Google BigQuery\u306f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092SQL\u30d9\u30fc\u30b9\u3067\u9ad8\u901f\u306b\u5206\u6790\u3067\u304d\u308b\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30fb\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9<\/li><li>\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u3092\u5185\u8535<\/li><li>Google Cloud\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408<\/li><\/ul><h5><strong>18.Zoho\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/strong><\/h5><p>Zoho Analytics\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3067\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u30fb\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u81ea\u52d5\u30c7\u30fc\u30bf\u30d6\u30ec\u30f3\u30c9<\/li><li>AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30a2\u30e9\u30fc\u30c8<\/li><li>\u30af\u30e9\u30a6\u30c9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u5c55\u958b<\/li><\/ul><h5><strong>19.TIBCO Spotfire<\/strong><\/h5><p>TIBCO Spotfire\u306f\u3001\u4f01\u696d\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u4e88\u6e2c\u5206\u6790\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/li><li>AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u767a\u898b<\/li><li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li><\/ul><h5><strong>20.\u30d8\u30c3\u30af\u30b9<\/strong><\/h5><p>Hex\u306f\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u4ee5\u4e0b\u306e\u4f5c\u696d\u3092\u5171\u540c\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <a href=\"https:\/\/www.carmatec.com\/ja\/deeta-saiensu-azu-a-saabisu\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a> \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u74b0\u5883\u3067\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3002<\/p><p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p><ul><li>\u30ce\u30fc\u30c8\u578b\u5206\u6790<\/li><li>\u30b3\u30e9\u30dc\u30ec\u30fc\u30c6\u30a3\u30d6\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/li><li>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/li><\/ul><h2><strong>\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306e\u9078\u629e\u57fa\u6e96<\/strong><\/h2><p>\u4f01\u696d\u3084\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u3059\u308b\u306b\u306f\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u8981\u7d20\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p><h5><strong>1.\u4f7f\u3044\u3084\u3059\u3055<\/strong><\/h5><p>\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3001\u30c9\u30e9\u30c3\u30b0\u30fb\u30a2\u30f3\u30c9\u30fb\u30c9\u30ed\u30c3\u30d7\u6a5f\u80fd\u3001\u76f4\u611f\u7684\u306a\u30c7\u30b6\u30a4\u30f3\u306b\u3088\u308a\u3001\u6280\u8853\u8005\u3067\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u3001\u5927\u898f\u6a21\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u308b\u3053\u3068\u306a\u304f\u7c21\u5358\u306b\u64cd\u4f5c\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><h5><strong>2.\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b<\/strong><\/h5><p>\u30c4\u30fc\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u5909\u63db\u306e\u305f\u3081\u306e\u5805\u7262\u306aETL\uff08\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9\uff09\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p><h5><strong>3.\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong><\/h5><p>\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u62e1\u5f35\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u3084\u30e6\u30fc\u30b6\u30fc\u9700\u8981\u306e\u5897\u52a0\u306b\u5bfe\u3057\u3066\u3088\u308a\u512a\u308c\u305f\u67d4\u8edf\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p><h5><strong>4.\u4ed6\u306e\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408<\/strong><\/h5><p>\u512a\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001CRM\u3084ERP\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306a\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p><h5><strong>5.\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u6a5f\u80fd<\/strong><\/h5><p>\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u53ef\u8996\u5316\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u89e3\u91c8\u3057\u3001\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30ec\u30dd\u30fc\u30c8\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u8996\u899a\u7684\u306a\u66f4\u65b0\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p><h5><strong>6.AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd<\/strong><\/h5><p>\u6700\u65b0\u306e\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001AI\u3068ML\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u6d1e\u5bdf\u3001\u4e88\u6e2c\u5206\u6790\u3001\u30c8\u30ec\u30f3\u30c9\u4e88\u6e2c\u3092\u81ea\u52d5\u5316\u3057\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u610f\u601d\u6c7a\u5b9a\u30c4\u30fc\u30eb\u3092\u4f01\u696d\u306b\u63d0\u4f9b\u3059\u308b\u3002<\/p><h5><strong>7.\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/strong><\/h5><p>\u30c4\u30fc\u30eb\u304c\u696d\u754c\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u6e96\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u898f\u5236\uff08GDPR\u3001HIPAA\u306a\u3069\uff09\u306b\u9069\u5408\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u306f\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/p><h5><strong>8.\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u30af\u30e9\u30a6\u30c9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\uff09<\/strong><\/h5><p>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u67d4\u8edf\u6027\u3068\u521d\u671f\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3092\u63d0\u4f9b\u3057\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u5236\u5fa1\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u7d44\u7e54\u306e\u30a4\u30f3\u30d5\u30e9\u306b\u5fdc\u3058\u3066\u304a\u9078\u3073\u304f\u3060\u3055\u3044\u3002<\/p><h5><strong>9.\u30b3\u30b9\u30c8\u3068\u4fa1\u683c\u4f53\u7cfb<\/strong><\/h5><p>\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u8cbb\u7528\u3001\u7d71\u5408\u3084\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306e\u8ffd\u52a0\u6599\u91d1\u306a\u3069\u3001\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\u3092\u691c\u8a0e\u3059\u308b\u3002\u30d5\u30ea\u30fc\u304a\u3088\u3073\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u306f\u3001\u4ee5\u4e0b\u306b\u9069\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.carmatec.com\/ja\/%e8%b5%b7%e5%8b%95%e3%81%99%e3%82%8b\/\">\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7<\/a> \u3068\u4e2d\u5c0f\u4f01\u696d\u3002<\/p><h5><strong>10.\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd<\/strong><\/h5><p>\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u3001\u5171\u6709\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30dd\u30fc\u30c8\u7de8\u96c6\u3001\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306a\u3069\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306f\u52b9\u7387\u5316\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p><p>\u3053\u308c\u3089\u306e\u57fa\u6e96\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u81ea\u793e\u306e\u76ee\u6a19\u306b\u5408\u81f4\u3057\u3001\u751f\u7523\u6027\u3092\u9ad8\u3081\u3001\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u3082\u305f\u3089\u3059\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><h3><strong>\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u9055\u3044<\/strong><\/h3><p>\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\uff08BA\uff09\u3068 <a href=\"https:\/\/www.carmatec.com\/ja\/%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%83%bb%e3%82%a4%e3%83%b3%e3%83%86%e3%83%aa%e3%82%b8%e3%82%a7%e3%83%b3%e3%82%b9%e3%83%bb%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9%e3%83%bb%e3%82%bd%e3%83%aa%e3%83%a5\/\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff08BI\uff09<\/a> \u306f\u3057\u3070\u3057\u3070\u540c\u3058\u610f\u5473\u3067\u4f7f\u308f\u308c\u308b\u304c\u3001\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u7570\u306a\u308b\u76ee\u7684\u3092\u679c\u305f\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u4e21\u8005\u306e\u4e3b\u306a\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u8a73\u7d30\u306a\u6bd4\u8f03\u3067\u3042\u308b\uff1a<\/p><table><tbody><tr><th>\u7279\u5fb4<\/th><th>\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 (BA)<\/th><th>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff08BI\uff09<\/th><\/tr><tr><th>\u5b9a\u7fa9<\/th><td>\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u7d71\u8a08\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u901a\u3058\u3066\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u5c06\u6765\u306e\u50be\u5411\u3092\u4e88\u6e2c\u3057\u3001\u696d\u52d9\u3092\u6700\u9069\u5316\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3002<\/td><td>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3057\u3001\u696d\u52d9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u904e\u53bb\u304a\u3088\u3073\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u51e6\u7406\u3001\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<\/td><\/tr><tr><th>\u76ee\u7684<\/th><td>\u306a\u305c\u300d\u4f55\u304b\u304c\u8d77\u3053\u308a\u3001\u300c\u6b21\u306b\u4f55\u304c\u8d77\u3053\u308b\u304b\u300d\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/td><td>\u4f55\u304c\u8d77\u3053\u3063\u305f\u306e\u304b\u300d\u300c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u8d77\u3053\u3063\u305f\u306e\u304b\u300d\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/td><\/tr><tr><th>\u30a2\u30d7\u30ed\u30fc\u30c1<\/th><td>\u4e88\u6e2c\u304a\u3088\u3073\u51e6\u65b9\uff08\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0\u3001AI\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\uff09\u3002<\/td><td>\u8a18\u8ff0\u7684\u304a\u3088\u3073\u8a3a\u65ad\u7684\uff08\u5831\u544a\u306e\u305f\u3081\u306b\u904e\u53bb\u3068\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\uff09\u3002<\/td><\/tr><tr><th>\u30c7\u30fc\u30bf\u51e6\u7406<\/th><td>\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3001AI\u4e3b\u5c0e\u306e\u6d1e\u5bdf\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u6280\u8853\u3092\u4f7f\u7528\u3002<\/td><td>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30fb\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8981\u7d04\u3059\u308b\u3002<\/td><\/tr><tr><th>\u610f\u601d\u6c7a\u5b9a<\/th><td>\u4e88\u6e2c\u3068\u6700\u9069\u5316\u306b\u57fa\u3065\u304f\u3001\u672a\u6765\u5fd7\u5411\u306e\u30c7\u30fc\u30bf\u4e3b\u5c0e\u578b\u6226\u7565\u3092\u76ee\u6307\u3059\u3002<\/td><td>\u30c7\u30fc\u30bf\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u696d\u52d9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/td><\/tr><tr><th>\u4f7f\u7528\u4f8b<\/th><td>\u9867\u5ba2\u884c\u52d5\u306e\u4e88\u6e2c\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u9700\u8981\u4e88\u6e2c\u3001\u6700\u9069\u5316\u3002<\/td><td>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1\u3001KPI\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u696d\u52d9\u52b9\u7387\u5206\u6790\u3002<\/td><\/tr><tr><th>\u30c4\u30fc\u30eb\u306e\u4f8b<\/th><td>SAS Analytics\u3001RapidMiner\u3001KNIME\u3001Google BigQuery\u3002<\/td><td>Power BI\u3001Tableau\u3001IBM Cognos\u3001Qlik Sense\u3002<\/td><\/tr><\/tbody><\/table><h3><strong>\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\uff1f<\/strong><\/h3><ul><li>\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3057\u3001\u5c06\u6765\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u6700\u9069\u5316\u3057\u3001\u4e88\u6e2c\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3042\u308c\u3070\u3001\u30d3\u30b8\u30cd\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304c\u6700\u9069\u3067\u3059\u3002<\/li><li>\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8ffd\u8de1\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3001\u696d\u52d9\u52b9\u7387\u3092\u6539\u5584\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u65b9\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li><li>\u591a\u304f\u306e\u7d44\u7e54\u306f\u3001\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u6d1e\u5bdf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u4e21\u65b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/li><\/ul><h2><strong>\u7d50\u8ad6<\/strong><\/h2><p>Data analytics is a rapidly evolving field, and choosing the right tool is essential for maximizing efficiency and accuracy. The 20 tools listed above offer a wide range of capabilities, from visualization to advanced machine learning, catering to various business needs. As data continues to grow in complexity, leveraging these analytics solutions will be crucial for staying competitive in 2026. If your business needs expert guidance in implementing data analytics tools, <strong><a href=\"https:\/\/www.carmatec.com\/ja\/\">\u30ab\u30fc\u30de\u30c6\u30c3\u30af<\/a><\/strong> \u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u306e <a href=\"https:\/\/www.carmatec.com\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%82%b3%e3%83%b3%e3%82%b5%e3%83%ab%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%83%bb%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9\/\">\u30c7\u30fc\u30bf\u5206\u6790\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30fb\u30b5\u30fc\u30d3\u30b9<\/a> \u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u6210\u529f\u3092\u63a8\u9032\u3059\u308b\u3002<\/p><h2><strong>\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2><p><strong>1.\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3068\u306f\u4f55\u304b\u3001\u306a\u305c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/strong><br \/>\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u51e6\u7406\u3001\u5206\u6790\u3001\u8996\u899a\u5316\u3057\u3001\u6d1e\u5bdf\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306e\u3092\u652f\u63f4\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u696d\u52d9\u52b9\u7387\u306e\u6539\u5584\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u7279\u5b9a\u3001\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u7af6\u4e89\u512a\u4f4d\u6027\u306e\u7372\u5f97\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p><p><strong>2.\u81ea\u5206\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306b\u306f\uff1f<\/strong><br \/>\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30cb\u30fc\u30ba\u3001\u4e88\u7b97\u3001\u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3002\u8003\u616e\u3059\u3079\u304d\u8981\u7d20\u306b\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u3001\u8996\u899a\u5316\u6a5f\u80fd\u3001\u7d71\u5408\u30aa\u30d7\u30b7\u30e7\u30f3\u3001\u62e1\u5f35\u6027\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u304b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u304b\u3001\u306a\u3069\u304c\u3042\u308b\u3002<\/p><p><strong>3.\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><br \/>\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u53ef\u80fd\u306b\u3057\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u5f37\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u53cd\u5fa9\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3001AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u306b\u3088\u3063\u3066\u96a0\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u652f\u63f4\u3059\u308b\u3002<\/p><p><strong>4.\u7121\u6599\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u306f\u30d3\u30b8\u30cd\u30b9\u306b\u6709\u52b9\u304b\uff1f<\/strong><br \/>Google Data Studio\u3084KNIME\u306e\u3088\u3046\u306a\u7121\u6599\u30c4\u30fc\u30eb\u306f\u3001\u4e2d\u5c0f\u4f01\u696d\u3084\u65b0\u8208\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u3001\u5927\u4f01\u696d\u3067\u306f\u3001Tableau\u3001Power BI\u3001SAS Analytics\u306e\u3088\u3046\u306a\u30d7\u30ec\u30df\u30a2\u30e0\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3059\u308b\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5fc5\u8981\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p><p><strong>5.\u6280\u8853\u8005\u3067\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u6271\u3048\u307e\u3059\u304b\uff1f<\/strong><br 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is higher than ever. Data analysts need cutting-edge solutions to process, visualize, and extract insights from vast amounts of data. In 2026, several data analytics tools stand out as industry leaders, offering advanced features to enhance decision-making and operational [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":45354,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-45298","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/posts\/45298","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/comments?post=45298"}],"version-history":[{"count":0,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/posts\/45298\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/media\/45354"}],"wp:attachment":[{"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/media?parent=45298"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/categories?post=45298"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.carmatec.com\/ja\/wp-json\/wp\/v2\/tags?post=45298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}