{"id":9643,"date":"2020-01-06T11:24:24","date_gmt":"2020-01-06T03:24:24","guid":{"rendered":"https:\/\/www.finereport.com\/jp\/?p=9643"},"modified":"2022-06-17T16:45:00","modified_gmt":"2022-06-17T08:45:00","slug":"free-open-source-bi-tools","status":"publish","type":"post","link":"https:\/\/www.finereport.com\/jp\/analysis\/free-open-source-bi-tools\/","title":{"rendered":"\u7121\u6599BI\u30c4\u30fc\u30eb\u3092\u53b3\u9078\u6bd4\u8f03\uff01\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff06\u7121\u6599BI\u30c4\u30fc\u30eb\u306e\u826f\u3055\u3092\u8003\u3048\u3066\u307f\u305f"},"content":{"rendered":"\n<div class=\"wp-block-image hideimg\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min.jpg\"><img loading=\"lazy\" width=\"1024\" height=\"729\" src=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-1024x729.jpg\" alt=\"\" class=\"wp-image-12020\" srcset=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-1024x729.jpg 1024w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-300x214.jpg 300w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-768x547.jpg 768w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-1536x1094.jpg 1536w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/08\/carlos-muza-hpjSkU2UYSU-unsplash-min-2048x1459.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>BI\u30c4\u30fc\u30eb\u306f\u521d\u671f\u5c0e\u5165\u306e\u6bb5\u968e\u304b\u3089\u6bd4\u8f03\u7684\u306b\u9ad8\u3044\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u306e\u3067\u3001\u9078\u5b9a\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u3001\u6a5f\u80fd\u691c\u8a3c\u306f\u96e3\u3057\u3044\u3067\u3059\u306d\u3002\u307e\u305a\u306fBI\u30c4\u30fc\u30eb\u3092\u8a66\u3057\u3001\u6a5f\u80fd\u3068\u4f7f\u3044\u5fdc\u3048\u306a\u3069\u3092\u3042\u308b\u7a0b\u5ea6\u7406\u89e3\u3057\u305f\u3046\u3048\u3001\u6b63\u5f0f\u306b\u5c0e\u5165\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u30d9\u30b9\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<ul><li>BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u307e\u305a\u306f\u6a5f\u80fd\u691c\u8a3c\u3092\u3057\u305f\u3044\u3002<\/li><li>BI\u30c4\u30fc\u30eb\u306f\u7121\u6599\u3067\u4f7f\u3048\u308b\u306e\u304b\uff1f<\/li><li>BI\u30c4\u30fc\u30eb\u7121\u6599\u8a66\u3057\u671f\u9593\u4e2d\u3001\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u306e\u5229\u7528\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308c\u3070\u3046\u308c\u3057\u3044\u3002<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30d3\u30b8\u30cd\u30b9\u3067\u4f7f\u3046\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u4e00\u5b9a\u671f\u9593\u306e\u30d5\u30ea\u30fc\u88fd\u54c1\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u30e1\u30fc\u30ab\u30fc\u304c\u591a\u3044\u3067\u3059\u3002\u305f\u304f\u3055\u3093\u306e\u7121\u6599BI\u304b\u3089\u6700\u9069\u306a\u3082\u306e\u9078\u629e\u3059\u308b\u306e\u304c\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u3057\u3001\u3044\u304f\u3089\u30d5\u30ea\u30fc\u3067\u30c8\u30e9\u30a4\u30a2\u30eb\u3067\u304d\u308b\u3068\u8a00\u3063\u3066\u3082\u3001\u5168\u90e8\u8a66\u3057\u5229\u7528\u3059\u308b\u306e\u3082\u7121\u7406\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u4eca\u56de\u3001IT\u90e8\u9580\u62c5\u5f53\u306e\u7b46\u8005\u304c\u305d\u306e\u7d4c\u9a13\u3092\u6d3b\u304b\u3057\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bBI\u30c4\u30fc\u30eb\u30fb\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30eb\u3092\u516d\u3064\u53b3\u9078\u3057\u3001\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#BI\">\u6709\u6599\u3068\u7121\u6599BI\u30c4\u30fc\u30eb\u306f\u3069\u3046\u9055\u3046\u306e\uff1f<\/a><\/li><li><a href=\"#BI-2\">\u7121\u6599BI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u3081\u306e\uff16\u9078<\/a><\/li><li><a href=\"#BI-3\">\u7121\u6599BI\u30c4\u30fc\u30eb\u8a55\u4fa1\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/li><li><a href=\"#i\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n\n\n\n\n<p><\/p>\n\n\n\n<h2><span id=\"BI\">\u6709\u6599\u3068\u7121\u6599BI\u30c4\u30fc\u30eb\u306f\u3069\u3046\u9055\u3046\u306e\uff1f<\/span><\/h2>\n\n\n\n<p>BI\u30c4\u30fc\u30eb\u306e\u4e2d\u306b\u306f\u3001\u7121\u6599\u3067\u4f7f\u3048\u308b\u88fd\u54c1\u3068\u6709\u6599\u306e\u30d3\u30b8\u30cd\u30b9\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3001<strong>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3001\u6709\u6599\u3082\u7121\u6599\u3082\u6a5f\u80fd\u9762\u3067\u306f\u3042\u307e\u308a\u5927\u304d\u306a\u5dee\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n\n<p>\u7121\u6599BI\u30c4\u30fc\u30eb\u306e\u4e2d\u3001\u4f01\u696d\u5411\u3051\u306e\u6709\u6599\u88fd\u54c1\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u7248\u3068\u3001\u5b66\u751f\u3084\u6559\u5e2b\u306a\u3069\u306e\u500b\u4eba\u5229\u7528\u8005\u5411\u3051\u306e\u7121\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u500b\u4eba\u5229\u7528\u8005\u5411\u3051\u306eBI\u30c4\u30fc\u30eb\u7121\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u7248\u3088\u308a\u6a5f\u80fd\u304c\u5c11\u306a\u3044\u306e\u304c\u4e00\u822c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u7248\u306f\u3001\u300c\u30b5\u30f3\u30d7\u30eb\u7248\u300d\u300c\u8a55\u4fa1\u7248\u300d\u300c\u8a66\u7528\u7248\u300d\u300c\u304a\u8a66\u3057\u7248\u300d\u3068\u79f0\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u8a66\u7528\u671f\u9593\u304c\u5236\u9650\u3055\u308c\u305f\u3001\u3042\u308b\u3044\u306f\u4e00\u90e8\u306e\u6a5f\u80fd\u304c\u4f7f\u3048\u306a\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308b\u5834\u5408\u3082\u3042\u308c\u3070\u3001\u6b63\u5f0f\u30d0\u30fc\u30b8\u30e7\u30f3\u4e26\u307f\u306b\u4f7f\u7528\u3067\u304d\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7121\u6599\u306eBI\u30c4\u30fc\u30eb\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u81ea\u4f53\u304c\u7121\u6599\u3067\u4f7f\u3048\u307e\u3059\u304c\u3001\u521d\u671f\u8a2d\u5b9a\u3084API\u9023\u643a\u3001\u30b5\u30fc\u30d0\u30fc\u69cb\u7bc9\u306b\u8cbb\u7528\u3084\u5c0e\u5165\u306b\u95a2\u308f\u308b\u4eba\u4ef6\u8cbb\u306f\u304b\u304b\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u793e\u5185\u306b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30b9\u30ad\u30eb\u304c\u3042\u308b\u4eba\u6750\u304c\u3044\u308c\u3070\u30cf\u30fc\u30c9\u30eb\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u3067\u306e\u672c\u683c\u7684\u306a\u904b\u7528\u3092\u691c\u8a0e\u3059\u308b\u524d\u3001\u6a5f\u80fd\u78ba\u8a8d\u306e\u305f\u3081\u306b\u8a66\u3057\u5229\u7528\u3059\u308b\u306e\u306b\u3044\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305a\u3063\u3068\u4f01\u696d\u5411\u3051\u306e\u30c4\u30fc\u30eb\u3092\u7121\u6599\u5229\u7528\u3057\u305f\u3044\u306a\u3089\u3001\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u30b5\u30dd\u30fc\u30c8\u304c\u53d7\u3051\u3089\u308c\u306a\u304f\u3001\u30d0\u30b0\u304c\u751f\u3058\u305f\u5834\u5408\u306b\u3001\u5bfe\u5fdc\u3057\u3066\u304f\u308c\u308b\u4eba\u304c\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2><span id=\"BI-2\">\u7121\u6599BI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u3081\u306e\uff16\u9078<\/span><\/h2>\n\n\n\n<p>\u3053\u308c\u304b\u3089BI\u30c4\u30fc\u30eb\u306e\u30d3\u30b8\u30cd\u30b9\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u3054\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7121\u6599\u3067\u4f7f\u3048\u308bBI\u30c4\u30fc\u30eb\u3068\u3044\u3044\u307e\u3059\u304c\u3001\u671f\u9593\u9650\u5b9a\u306e\u3088\u3046\u306a\u30c8\u30e9\u30a4\u30a2\u30eb\u3082\u3042\u308c\u3070\u3001\u30d5\u30ea\u30fc\u3067\u4f7f\u3044\u7d9a\u3051\u3089\u308c\u308b\u3082\u306e\uff08\u3053\u306e\u5834\u5408\u306f\u57fa\u672c\u3001\u6a5f\u80fd\u5236\u9650\u3042\u308a\uff09\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u7d39\u4ecb\u3059\u308b\u516d\u3064\u306e\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u306aBI\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306b\u3001\u307e\u305a\u306f<strong>\u6a5f\u80fd\u5236\u9650\u304c\u306a\u3044FineReport<\/strong>\u3067\u3059\u3002\u53ef\u8996\u5316\u6a5f\u80fd\u3084\u591a\u6b21\u5143\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u3082\u5145\u5b9f\u3057\u307e\u3059\u306e\u3067\u3001\u7b46\u8005\u7684\u306b\u4e00\u756a\u306e\u304a\u3059\u3059\u3081\u306e\u7121\u6599BI\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3><a rel=\"noreferrer noopener\" href=\"https:\/\/www.finereport.com\/jp\/\" target=\"_blank\">FineReport<\/a>\uff08\u8c4a\u5bcc\u306a\u53ef\u8996\u5316\u52b9\u679c\u3068\u62e1\u5f35\u6027\uff09<\/h3>\n\n\n\n<p>Excel\u30e9\u30a4\u30af\u306eUI\u3084\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u306e\u4f7f\u3044\u3084\u3059\u3055\u3092\u5099\u3048\u305fFineReport\u306f\u3001\u7c21\u5358\u306aSQL\u3055\u3048\u3067\u304d\u308c\u3070\u3001\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3059\u300270\u7a2e\u985e\u4ee5\u4e0a\u306e\u30b0\u30e9\u30d5\u3084\u30c1\u30e3\u30fc\u30c8\u3001\u8c4a\u5bcc\u306a\u53ef\u8996\u5316\u52b9\u679c\u3068<a href=\"https:\/\/www.finereport.com\/jp\/analysis\/bidashboard-basic\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd<\/a>\u306b\u52a0\u3048\u3066\u3001<a href=\"https:\/\/www.finereport.com\/jp\/analysis\/data-integration\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c7\u30fc\u30bf\u7d71\u5408<\/a>\u3001\u5171\u540c\u4f5c\u696d\u3001\u627f\u8a8d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30bf\u30b9\u30af\u306a\u3069\u306e\u696d\u52d9\u52b9\u7387\u5316\u3092\u56f3\u308b\u6a5f\u80fd\u3082\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img src=\"http:\/\/www.finereport.com\/jp\/wp-content\/themes\/BusinessNews\/images\/2020010300.png\" alt=\"\u7121\u6599BI\u30c4\u30fc\u30ebFineReport\"\/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 has-custom-font-size post_demo has-medium-font-size\"><a class=\"wp-block-button__link has-black-color has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background has-text-color has-background\" href=\"http:\/\/jpdemo.finereport.com\/\" style=\"border-radius:7px\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050DEMO\u3092\u898b\u308b<\/a><\/div>\n<\/div>\n\n\n\n<p><strong>90\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u7248\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3057\u304b\u3082\u6b63\u5f0f\u88fd\u54c1\u3068\u540c\u3058\u3001\u6a5f\u80fd\u5236\u9650\u304c\u306a\u304f\u3001\u5168\u3066\u306e\u6a5f\u80fd\u304c\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3010<strong>\u7279\u9577\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u30c8\u30e9\u30a4\u30a2\u30eb\u7248\u3067\u3082\u6a5f\u80fd\u5236\u9650\u304c\u306a\u304f\u3001<strong>\u5168\u3066\u306e\u6a5f\u80fd\u304c\u30d5\u30ea\u30fc\u3067<\/strong>\u4f7f\u3048\u308bBI\u30c4\u30fc\u30eb\u306e\u4e00\u9078\u3002<\/li><li>\u30ce\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3044<\/li><li>Excel\u3001RDBMS\u3001NoSQL\u306eDB\u3001\u591a\u6b21\u5143DB\u3001\u30b9\u30c8\u30a2\u30c9\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306a\u3069\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6271\u308b<\/li><li>PC\u3001\u643a\u5e2f\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u306a\u3069\u69d8\u3005\u306a\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u306e\u64cd\u4f5c\u3001\u95b2\u89a7\u3092\u30b5\u30dd\u30fc\u30c8<\/li><li>RDBMS\u306a\u3069\u3078\u306e\u30c7\u30fc\u30bf\u5165\u529b\u3001\u66f4\u65b0\u3001\u524a\u9664\u304c\u53ef\u80fd\u3067\u3001Excel\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u3082\u5bfe\u5fdc<\/li><li>\u8907\u96d1\u306a\u4e8c\u6b21\u958b\u767a\u3084\u904b\u7528\u7ba1\u7406\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u500b\u6027\u5316\u8981\u671b\u306b\u5bfe\u5fdc\u3067\u304d\u308b<\/li><li>\u5c0e\u5165\u691c\u8a0e\u671f\u9593\u306b\u7121\u6599\u30c7\u30e2\u4f5c\u308a\u3001\u4e8b\u4f8b\u7d39\u4ecb\u3001\u60c5\u5831\u5171\u6709\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b<\/li><\/ul>\n\n\n\n<p><strong>\u3010\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u30c7\u30fc\u30bf\u306e\u7279\u6027\u306b\u5fdc\u3058\u305f\u30b0\u30e9\u30d5\u63a8\u85a6\u6a5f\u80fd\u304c\u306a\u3044<\/li><li>OLAP\u5206\u6790\u6a5f\u80fd\u304c\u306a\u3044<\/li><\/ul>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75\"><a class=\"wp-block-button__link has-white-color has-text-color has-background\" href=\"https:\/\/www.finereport.com\/jp\/trial\/\" style=\"background:linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 50%)\" target=\"_blank\" rel=\"noreferrer noopener\">          FineReport\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u59cb\u3081\u308b          <\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>Google Data Studio<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u3057\u3001\u4f5c\u6210\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u7c21\u5358\u306b\u793e\u5185\u3084\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308bGoogle\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u300cGoogle Data Studio\u300d\u306f\u3001\u300cGoogle \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 360 \u30b9\u30a4\u30fc\u30c8\u300d\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u300cGoogle \u30c7\u30fc\u30bf\u30b9\u30bf\u30b8\u30aa 360\u300d\u306e\u7121\u511f\u7248\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u307e\u3056\u307e\u306a\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u9023\u643a\u30aa\u30d7\u30b7\u30e7\u30f3\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u53ef\u8996\u5316\u3067\u304d\u308b\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u6210\u304c\u7279\u5fb4\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u5404\u7a2e\u30b0\u30e9\u30d5\u3084\u753b\u50cf\u30fb\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u597d\u304d\u306a\u5f62\u3067\u53ef\u8996\u5316\u3067\u304d\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u7c21\u5358\u5171\u6709\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"1011\" height=\"536\" src=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210728165134.png\" alt=\"\u7121\u6599BI\u30c4\u30fc\u30ebGoogledatastadio\" class=\"wp-image-11875\" srcset=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210728165134.png 1011w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210728165134-300x159.png 300w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210728165134-768x407.png 768w\" sizes=\"(max-width: 1011px) 100vw, 1011px\" \/><\/figure><\/div>\n\n\n\n<p><strong>\u3010\u7279\u9577\u3011<\/strong><\/p>\n\n\n\n<ul><li>BigQuery \u3084 MySQL \u306a\u3069\u3067\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001SQL\u30af\u30a8\u30ea\u3092\u4f5c\u3063\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3001\u52a0\u5de5\u3067\u304d\u308b\u3002<\/li><li>AdWords\u3001Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306a\u3069\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u4e8b\u524d\u306b\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u308b<\/li><li>\u7c21\u5358\u306b\u30ec\u30dd\u30fc\u30c8\u5171\u6709\u3067\u304d\u308b<\/li><\/ul>\n\n\n\n<p><strong>\u3010\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u7121\u6599\u7248\u3060\u3068\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u8a08\u7b97\u306a\u3069\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u306f\u3067\u304d\u306a\u3044<\/li><li>\u7570\u306a\u308b\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u5408\u7b97\u3068\u8a08\u7b97\u306f\u3067\u304d\u306a\u3044<\/li><li>\u5370\u5237\u6a5f\u80fd\u304c\u306a\u304f\u3001Web\u95b2\u89a7\u306e\u307f\u3068\u306a\u3063\u3066\u3044\u308b<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><br><\/p>\n\n\n\n<h3>Tableau Public\uff08\u6d17\u7df4\u3055\u308c\u305fUI\u3068\u30d6\u30e9\u30f3\u30c9\u529b\uff09<\/h3>\n\n\n\n<p>\u300c\u6570\u5206\u9593\u3067\u30c7\u30fc\u30bf\u3092\u7121\u6599\u8996\u899a\u5316\u30fb\u5171\u6709\u300d\u3068\u3044\u3046\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u5531\u3048\u305fTableau Public\u3002\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7248\u306b\u52a0\u3048\u3066\u3001Tableau\u306f\u52b9\u679c\u7684\u306a\u8996\u899a\u5206\u6790\u306e\u305f\u3081\u30d1\u30d6\u30ea\u30c3\u30af\u7248\u306e\u7121\u6599BI\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4e16\u754c\u4e2d\u306e\u30e6\u30fc\u30b6\u304cTableau Pubilc\u3067\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u54c1\u3092\u516c\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4f5c\u54c1\u306fWeb\u30da\u30fc\u30b8\u3084\u30d6\u30ed\u30b0\u306b\u57cb\u3081\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img src=\"http:\/\/www.finereport.com\/jp\/wp-content\/themes\/BusinessNews\/images\/2020010301.png\" alt=\"\u7121\u6599BI\u30c4\u30fc\u30ebTableau\"\/><\/figure><\/div>\n\n\n\n<p>\u3010<strong>\u7279\u9577\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u6210\u719f\u3059\u308b\u30e6\u30fc\u30b6\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u8c4a\u5bcc\u306a\u30ea\u30bd\u30fc\u30b9\u306b\u3088\u308a\u3001\u4f7f\u7528\u4e0a\u306e\u4e0d\u660e\u70b9\u306a\u3069\u3092\u89e3\u6c7a\u3059\u308b<\/li><li>\u6d17\u7df4\u3055\u308c\u305fUI\u3001\u30c7\u30b6\u30a4\u30f3\u6027\u306e\u512a\u308c\u305f\u30b0\u30e9\u30d5<\/li><li>\u5b9a\u578b\u30b7\u30ca\u30ea\u30aa\u306b\u6cbf\u3063\u305f\u5206\u6790\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30a2\u30c9\u30db\u30c3\u30af\u306a\u6df1\u5800\u5206\u6790\u306b\u3082\u5411\u3044\u3066\u3044\u308b<\/li><\/ul>\n\n\n\n<p>\u7121\u6599\u3067\u4f7f\u3048\u308bTableau\uff0dTableau Public\u3067\u3059\u304c\u3001Viz\u3092\u30d5\u30ea\u30fc\u3067\u4f5c\u6210\u3059\u308b\u305f\u3081\u306eTableau Desktop\u306ePublic\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u306b\u306f\u6a5f\u80fd\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3010<strong>\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u7121\u6599\u7248\u306eTableau\u3068\u3057\u3066\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306f\u307b\u307c\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u307f\u3002<\/li><li>\u30ef\u30fc\u30af\u30d6\u30c3\u30af\u306e\u4fdd\u5b58\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u307f\uff08\u3057\u304b\u3082\u81ea\u52d5\u7684\u306b\u5916\u90e8\u516c\u958b\uff09\u3002Tableau Public\u30b5\u30a4\u30c8\u3067\u4fdd\u5b58\u3057\u305f\u30c7\u30fc\u30bf\u306f\u4ed6\u8005\u306e\u95b2\u89a7\u304c\u53ef\u80fd\u306a\u306e\u3067\u3001\u4f1a\u793e\u306e\u5185\u90e8\u60c5\u5831\u306a\u3069\u6a5f\u5bc6\u60c5\u5831\u304c\u5229\u7528\u4e0d\u53ef\u3002<\/li><li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u62e1\u5f35\u6a5f\u80fd\u304c\u4f7f\u3048\u306a\u3044\u3002<\/li><li>\u30c7\u30fc\u30bf\u306e\u51fa\u529b\u304c\u3067\u304d\u306a\u3044\uff08\u4f5c\u3063\u305fViz\u304b\u3089\u30af\u30ed\u30b9\u96c6\u8a08\u306a\u3069\u306e\u30c7\u30fc\u30bf\u51fa\u529b\u304c\u3067\u304d\u306a\u3044\uff09<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>Pentaho \uff08 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 BI\uff09 <\/h3>\n\n\n\n<p>\u65e5\u7acb\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308bBI\u30c4\u30fc\u30eb\u300cPentaho\u300d\u306f\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u89b3\u70b9\u3067\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u30fb\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002Pentaho\u306e\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u6e96\u5099\u30fb\u30d6\u30ec\u30f3\u30c9\u51e6\u7406\u306b\u306f\u3001Hadoop\u9023\u643a\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u9ad8\u901f\u30fb\u5206\u6563\u51e6\u7406\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3082\u77ed\u6642\u9593\u3067\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u306a\u304c\u3089\u30d9\u30f3\u30c0\u30fc\u306b\u3088\u308b\u30b5\u30dd\u30fc\u30c8\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"768\" height=\"425\" src=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/PentahoBI_04-768x425-1.png\" alt=\"\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30ebKNIME\" class=\"wp-image-11876\" srcset=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/PentahoBI_04-768x425-1.png 768w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/07\/PentahoBI_04-768x425-1-300x166.png 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n\n<p>\u3010<strong>\u7279\u9577\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u5404\u6a5f\u80fd\u5358\u4f4d\u3067GUI\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u30ed\u30b8\u30c3\u30af\u3092\u4f5c\u6210\u305b\u305a\u306b\u5404\u6a5f\u80fd\u3092\u4f7f\u7528\u3067\u304d\u308b\u3002<\/li><li>RDB\u3001OLAP\u3001WEB\u30d9\u30fc\u30b9\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u3001\u591a\u69d8\u306a\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b<\/li><li>\u5148\u9032\u7684\u306a\u5206\u6790\u624b\u6cd5\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u642d\u8f09\u3057\u3066\u3044\u308b<\/li><\/ul>\n\n\n\n<p>\u3010<strong>\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u958b\u767a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u7121\u511f\u7248\u300cCommunity Edition\u300d\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u304c\u306a\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u300cthe GNU General Public License\u300d\u304c\u5fc5\u8981\uff08\u4e00\u5b9a\u306e\u6280\u8853\u30fb\u77e5\u8b58\u304c\u5fc5\u8981\uff09<\/li><li>\u7121\u6599\u7248\u3060\u3068\u3001ETL\u3084\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u306a\u3069\u306f\u5236\u9650\u3055\u308c\u308b<\/li><li>\u7121\u6599\u7248\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u81ea\u7531\u5ea6\u304c\u4f4e\u3044<\/li><li>\u5206\u6790\u3067\u304d\u308b\u7bc4\u56f2\u304c\u975e\u5e38\u306b\u7d30\u304b\u3044\u3001\u3084\u3084\u4e0a\u7d1a\u8005\u5411\u3051\u3002<\/li><li>\u65e5\u672c\u8a9e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u5c11\u306a\u304f\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u3084\u3084\u9ad8\u3044\u3002<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>Metabase\uff08 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 BI\uff09<\/h3>\n\n\n\n<p>Metabase\u306f\u3001\u8907\u96d1\u306aSQL\u6587\u3092\u4f7f\u7528\u305b\u305a\u306b\u7c21\u5358\u306a\u30a2\u30c9\u30db\u30c3\u30af\u30af\u30a8\u30ea\u306b\u3088\u308a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a73\u7d30\u60c5\u5831\u3092\u8868\u793a\u3057\u3001\u30c1\u30e3\u30fc\u30c8\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002Java\u306e\u5b9f\u884c\u74b0\u5883\u3055\u3048\u6574\u3048\u308c\u3070\u3001jar\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u8a2d\u7f6e\u3059\u308b\u3053\u3068\u3067\u3059\u3050\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002Metabase\u306f18.7K\u306eGitHub\u30b9\u30bf\u30fc\u30682.5K\u306eGitHub\u30d5\u30a9\u30fc\u30af\u3092\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u5272\u3068\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u4f4e\u3044\u4e00\u9078\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img src=\"http:\/\/www.finereport.com\/jp\/wp-content\/themes\/BusinessNews\/images\/2020010303.png\" alt=\"\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9BI\u30c4\u30fc\u30ebmetabase\"\/><\/figure><\/div>\n\n\n\n<p><strong>\u3010\u7279\u9577\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u30ed\u30fc\u30ab\u30eb\u3067\u3082\u30af\u30e9\u30a6\u30c9\u3067\u3082\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b<\/li><li>RDBMS\u306b\u52a0\u3048\u3066\u3001NoSQL\u306eMongoDB\u306b\u3082\u5bfe\u5fdc<\/li><li>\u30af\u30a8\u30ea\u30d3\u30eb\u30c0\u30fc\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u30af\u30a8\u30ea\u304c\u66f8\u3051\u306a\u304f\u3066\u3082\u7c21\u5358\u306b\u5206\u6790<\/li><\/ul>\n\n\n\n<p><strong>\u3010\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u7121\u6599BI\u306b\u6a5f\u80fd\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002SAML\u3084JWT\u3092\u5229\u7528\u3057\u305f\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\u3084\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u542b\u3080\u76e3\u67fb\u6a5f\u80fd\u306a\u3069\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u5fc5\u8981\u306a\u6a5f\u80fd\u306f\u6709\u6599\u7248\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b<\/li><li>\u4e00\u90e8\u306e\u6a5f\u80fd\u304c\u4e0d\u5177\u5408\u3067\u3042\u308a\u3001\u30d0\u30b0\u3082\u5b58\u5728\u3059\u308b<\/li><li>MySQL\u306a\u3069\u306eRDBMS\u306bSQL\u88dc\u5b8c\u6a5f\u80fd\u304c\u3042\u308b\u304c\u3001NoSQL\u306eDB\u306b\u306f\u305d\u306e\u6a5f\u80fd\u306a\u3044<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>KNIME\uff08 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 BI\uff09<\/h3>\n\n\n\n<p>KNIME\u306f\u3001\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u958b\u767a\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5305\u62ec\u7684\u306aBI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002KNIME\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>KNIME \u306b\u306f2\u3064\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3042\u308a\u307e\u3059\u3002KNIME Analytics Platform\u3001\u3068KNIME Cloud AnalyticsPlatform\u3067\u3059\u3002<\/p>\n\n\n\n<p>KNIME\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u30011000\u3092\u8d85\u3048\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u5099\u3048\u305f\u5168\u9762\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5206\u6790\u30a4\u30f3\u30b9\u30bf\u30f3\u30c8\u3001\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u9078\u629e\u3067\u304d\u308b\u3055\u307e\u3056\u307e\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001KNIME\u306e\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u3068\u3066\u3082\u9ad8\u3044\u3067\u3059\u3002\u521d\u5fc3\u8005\u306b\u306f\u4f7f\u3044\u306b\u304f\u304f\u3001\u4e0a\u7d1a\u8005\u5411\u3051\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002\u305f\u3060\u3057\u3001OSS\u306aBI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u5c02\u9580\u5bb6\u3001\u4e3b\u306bR\u3001Python\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u4e88\u6e2c\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb\u306b\u53d6\u308a\u7d44\u3080\u610f\u6b32\u306e\u3042\u308b\u4eba\u306b\u3068\u3063\u3066\u3001KNIME\u306f\u9593\u9055\u3044\u306a\u304f\u4fbf\u5229\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u591a\u5909\u91cf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218.jpg\"><img loading=\"lazy\" width=\"1024\" height=\"396\" src=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218-1024x396.jpg\" alt=\"\" class=\"wp-image-12169\" srcset=\"https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218-1024x396.jpg 1024w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218-300x116.jpg 300w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218-768x297.jpg 768w, https:\/\/www.finereport.com\/jp\/wp-content\/uploads\/2021\/09\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_20210914144218.jpg 1130w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u3010\u9577\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u7c21\u5358\u306aETL\u64cd\u4f5c<\/li><li>\u4ed6\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3084\u8a00\u8a9e\u3068\u975e\u5e38\u306b\u3088\u304f\u7d71\u5408\u3055\u308c\u308b<\/li><li>\u8c4a\u5bcc\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30bb\u30c3\u30c8<\/li><li>\u975e\u5e38\u306b\u4f7f\u3044\u3084\u3059\u304f\u6574\u7406\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/li><\/ul>\n\n\n\n<p><strong>\u3010\u77ed\u6240\u3011<\/strong><\/p>\n\n\n\n<ul><li>\u304b\u306a\u308a\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3067\u521d\u5fc3\u8005\u304c\u4f7f\u3048\u306a\u3044\u3002<\/li><li>RAM\u306e\u307b\u307c\u5168\u4f53\u3092\u5360\u6709\u3059\u308b\u3002<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<hr 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id=\"BI-3\">\u7121\u6599BI\u30c4\u30fc\u30eb\u8a55\u4fa1\u306e\u30dd\u30a4\u30f3\u30c8<\/span><\/h2>\n\n\n\n<p>\u5404BI\u30c4\u30fc\u30eb\u306b\u306f\u305d\u308c\u305e\u308c\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3001BI\u30c4\u30fc\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3068\u304d\u78ba\u304b\u306b\u8ff7\u3044\u307e\u3059\u306d\u3002<\/p>\n\n\n\n<p>\u3088\u304f\u805e\u304b\u308c\u308b\u30c4\u30fc\u30eb\u5c0e\u5165\u62c5\u5f53\u8005\u306e\u60a9\u307f\uff1a<\/p>\n\n\n\n<ul><li>BI\u5e02\u5834\u306e\u958b\u82b1\u306b\u76f4\u9762\u3057\u3001\u3055\u307e\u3056\u307e\u306aBI\u30c4\u30fc\u30eb\u3092\u5982\u4f55\u306b\u9078\u629e\u306e\u304b\uff1f<\/li><li>\u307e\u305f\u306f\u3069\u306e\u3088\u3046\u306b\u4f1a\u793e\u306b\u9069\u3057\u305fBI\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306e\u304b\uff1f<\/li><li>BI\u30c4\u30fc\u30eb\u307e\u305f\u306f\u30e1\u30fc\u30ab\u30fc\u3092\u9078\u5b9a\u3059\u308b\u969b\u306e\u6a19\u6e96\u307f\u305f\u3044\u306a\u3082\u306e\u306f\u3042\u308b\uff1f<\/li><\/ul>\n\n\n\n<p>\u3053\u306e\u554f\u984c\u3092\u62b1\u3048\u3066\u3001\u7b46\u8005\u304c\u696d\u754c\u306e\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3044\u304f\u3064\u306e\u4f01\u696d\u306eIT\u90e8\u9580\u306e\u5c02\u9580\u5bb6\u3092\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3057\u307e\u3057\u305f\u3002\u5f7c\u3089\u304c\u8003\u3048\u308bBI\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u308b\u306b\u5165\u308c\u308b\u8981\u7d20\u306f\u3001<strong>\u5e02\u5834\u3001\u88fd\u54c1\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30b5\u30fc\u30d3\u30b9<\/strong>\u306e4\u3064\u306e\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-finereport wp-block-embed-finereport\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"miPStUH1Fg\"><a href=\"https:\/\/www.finereport.com\/jp\/bi\/how-to-choose-bi\/\">\u3010\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u4ed8\u3011BI\u30c4\u30fc\u30eb\u8a55\u4fa1\u3001BI\u30c4\u30fc\u30eb\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u3001\u9078\u3073\u65b9\u3092\u8a73\u89e3\uff01<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"\u300a\u3010\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u4ed8\u3011BI\u30c4\u30fc\u30eb\u8a55\u4fa1\u3001BI\u30c4\u30fc\u30eb\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u3001\u9078\u3073\u65b9\u3092\u8a73\u89e3\uff01\u300b\u2014FineReport\" src=\"https:\/\/www.finereport.com\/jp\/bi\/how-to-choose-bi\/embed\/#?secret=miPStUH1Fg\" 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href=\"https:\/\/www.finereport.com\/jp\/bi\/share-market-of-bi\/\">BI\u30c4\u30fc\u30eb\u306e\u30b7\u30a7\u30a2\u3068\u6700\u65b0\u306e\u5e02\u5834\u52d5\u5411\u306f\uff1f\u30b7\u30a7\u30a2\u306e\u9ad8\u3044BI\u88fd\u54c1\u306e\u5229\u7528\u72b6\u6cc1\u8abf\u67fb\u516c\u958b\uff01<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"\u300aBI\u30c4\u30fc\u30eb\u306e\u30b7\u30a7\u30a2\u3068\u6700\u65b0\u306e\u5e02\u5834\u52d5\u5411\u306f\uff1f\u30b7\u30a7\u30a2\u306e\u9ad8\u3044BI\u88fd\u54c1\u306e\u5229\u7528\u72b6\u6cc1\u8abf\u67fb\u516c\u958b\uff01\u300b\u2014FineReport\" src=\"https:\/\/www.finereport.com\/jp\/bi\/share-market-of-bi\/embed\/#?secret=ZaiYOEAIm8\" data-secret=\"ZaiYOEAIm8\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" 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