{"id":14443,"date":"2024-11-26T13:04:07","date_gmt":"2024-11-26T04:04:07","guid":{"rendered":"https:\/\/www.data-be.at\/magazine\/?p=14443"},"modified":"2025-01-09T10:24:24","modified_gmt":"2025-01-09T01:24:24","slug":"low-cost-bi","status":"publish","type":"post","link":"https:\/\/www.data-be.at\/magazine\/low-cost-bi\/","title":{"rendered":"\u5b89\u3044BI\u30c4\u30fc\u30eb\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u7121\u6599\u7248\u3084OSS\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"<p>BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u9032\u3081\u308b\u969b\u3001\u3044\u304f\u3064\u304b\u306e\u30c4\u30fc\u30eb\u3092\u6bd4\u3079\u308b\u5834\u9762\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u6bd4\u8f03\u691c\u8a0e\u3055\u308c\u308b\u30dd\u30a4\u30f3\u30c8\u306e\u3072\u3068\u3064\u304c\u3001BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u3067\u3059\u3002BI\u30c4\u30fc\u30eb\u306f\u6bce\u6708\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u4e88\u7b97\u306b\u898b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3053\u3068\u3068\u306a\u308a\u307e\u3059\u304c\u3001\u5f53\u7136\u306a\u304c\u3089\u8cbb\u7528\u306f\u5b89\u3044\u65b9\u304c\u8cbb\u7528\u5bfe\u52b9\u679c\u3082\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8cbb\u7528\u306e\u5b89\u3044BI\u30c4\u30fc\u30eb\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u6bd4\u8f03\u3057\u307e\u3059\u3002\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3084OSS\u306e\u30c4\u30fc\u30eb\u306e\u7d39\u4ecb\u3001\u3055\u3089\u306b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/lp.data-be.at\/request-documents?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=materials\" target=\"_blank\" rel=\"noopener\">BI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u53ef\u80fd\u306aDatabeat\u306e\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089\uff1e\uff1e<\/a><\/p>\n<h2>\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u300cBI\u30c4\u30fc\u30eb\u300d\u306e\u57fa\u790e\u77e5\u8b58<\/h2>\n<p>\u6700\u521d\u306b\u3001BI\u30c4\u30fc\u30eb\u3068\u306f\u3069\u3093\u306a\u30c4\u30fc\u30eb\u306a\u306e\u304b\u3001\u57fa\u790e\u77e5\u8b58\u304b\u3089\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002BI\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u3084\u30e1\u30ea\u30c3\u30c8\u3001\u5c0e\u5165\u304c\u304a\u3059\u3059\u3081\u306e\u30b7\u30fc\u30f3\u306a\u3069\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>BI\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14475\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/bf2fc8edeee723d2b3b495486ceb4058-2.png\" alt=\"BI\u30c4\u30fc\u30eb\u3068\u306f\" width=\"769\" height=\"487\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/yellowfin.co.jp\/campaign\/lp-yellowfin-embed-jp\" target=\"_blank\" rel=\"noopener noreferrer\">Yellowfin<\/a><\/span><\/p>\n<p><span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306f\u300cBusiness Intelligence\uff08\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff09\u300d\u306e\u982d\u6587\u5b57\u3092\u53d6\u3063\u305f\u3082\u306e\u3067\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3057\u3066\u5206\u6790\u3057\u305f\u7d50\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u30c7\u30fc\u30bf\u306e\u5206\u6790\u7d50\u679c\u306f\u3001\u305d\u306e\u5f8c\u306e\u4e8b\u696d\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u6271\u3046\u30c7\u30fc\u30bf\u306e\u91cf\u306f\u4f01\u696d\u306b\u3088\u3063\u3066\u307e\u3061\u307e\u3061\u3067\u3059\u304c\u3001BI\u30c4\u30fc\u30eb\u306f\u975e\u5e38\u306b\u5927\u304d\u306a\u30c7\u30fc\u30bf\u3067\u3042\u3063\u3066\u3082\u5206\u6790\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u73fe\u4ee3\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>BI\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u306b\u306f\u3069\u3093\u306a\u6a5f\u80fd\u304c\u3042\u308b\u306e\u304b\u3001\u5177\u5408\u7684\u306b3\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"BI\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd\">\n<ol>\n<li>\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-magic-wand\">\u3000\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b<\/h4>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14478\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/f375cfa1f92a7ad27b15219b2528e9ce-1024x604.png\" alt=\"BI\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd1\" width=\"1024\" height=\"604\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.tableau.com\/ja-jp\/data-insights\/dashboard-showcase\/sales-commission-model\" target=\"_blank\" rel=\"noopener noreferrer\">Tableau<\/a><\/span><\/p>\n<p>BI\u30c4\u30fc\u30eb\u306f\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u3072\u3068\u3064\u306b\u96c6\u7d04\u3059\u308b\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306b\u3082\u3088\u308a\u307e\u3059\u304c\u3001\u4e8b\u696d\u3067\u6271\u3046\u30c7\u30fc\u30bf\u304c\u4e00\u7b87\u6240\u306b\u307e\u3068\u307e\u3063\u3066\u304a\u3089\u305a\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u95b2\u89a7\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u3001<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3068\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u306b\u96c6\u7d04\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u5834\u6240\u3084\u5f62\u5f0f\u304c\u7570\u306a\u308b\u5834\u5408\u3067\u3082\u3001BI\u30c4\u30fc\u30eb\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u63a5\u7d9a\u3067\u304d\u308b\u306e\u3067\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3059\u308c\u3070\u3001BI\u30c4\u30fc\u30eb\u304c\u81ea\u52d5\u7684\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u30fb\u84c4\u7a4d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<\/h4>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14477\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/106e028466acd216a4bb80ee47de9c0e-1024x517.png\" alt=\"BI\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd2\" width=\"1024\" height=\"517\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/datastudio.google.com\/u\/0\/reporting\/0B_U5RNpwhcE6ckdmZEJ0ZDJXUnM\/page\/VgD?utm_source=marketingplatform.google.com&amp;utm_medium=et&amp;utm_campaign=marketingplatform.google.com%2Fintl%2Fja%2Fabout%2Fdata-studio%2Fgallery%2F\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb<\/a><\/span><\/p>\n<p>BI\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u7684\u306a\u6a5f\u80fd\u306e\u3072\u3068\u3064\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u96c6\u3081\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u77ac\u6642\u306b\u5206\u6790\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u308a\u51fa\u305b\u308b\u72b6\u614b\u306b\u3059\u308b\u306e\u3067\u3059\u3002<\/strong><\/span>\u4e2d\u306b\u306fOLAP\u5206\u6790\u3068\u8a00\u3063\u3066\u3001\u8907\u96d1\u306a\u6761\u4ef6\u3067\u306e\u5206\u6790\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5b9f\u65bd\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aOLAP\u5206\u6790\u304c\u53ef\u80fd\u306aBI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/olap-tool\/\" target=\"_self\">OLAP\u30c4\u30fc\u30eb\u3068\u306f\uff1fOLTP\u3068\u306e\u9055\u3044\u3084OLAP\u5206\u6790\u304c\u53ef\u80fd\u306a\u30aa\u30b9\u30b9\u30e1BI\u30c4\u30fc\u30eb\u3001\u4e0a\u624b\u306a\u9078\u3073\u65b9\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u4eca\u56de\u306fOLAP\u306b\u3064\u3044\u3066\u306e\u57fa\u790e\u77e5\u8b58\u3068\u3001OLAP\u5206\u6790\u304c\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eBI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u5206\u6790\u306b\u643a\u308f\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u65b9\u306a\u3089\u3001OLAP\u3068\u3044\u3046\u8a00\u8449\u3092\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u610f\u5473\u3092\u3057\u3063\u304b\u308a\u3068\u7406\u89e3\u3067\u304d\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u304b\uff1f[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/olap-tool\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"295\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/AdobeStock_397707041-375x295.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"OLAP\u30c4\u30fc\u30eb\u3068\u306f\uff1fOLTP\u3068\u306e\u9055\u3044\u3084OLAP\u5206\u6790\u304c\u53ef\u80fd\u306a\u30aa\u30b9\u30b9\u30e1BI\u30c4\u30fc\u30eb\u3001\u4e0a\u624b\u306a\u9078\u3073\u65b9\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h4 class=\"icon-magic-wand\">\u3000\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b<\/h4>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14476\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/bb6db6a16fbe87c6b54f69214e42d4aa-1024x520.png\" alt=\"BI\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u7684\u306a\u6a5f\u80fd3\" width=\"1024\" height=\"520\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/datastudio.google.com\/u\/0\/reporting\/0B2-rNcnRS4x5UG50LTBMT0E4aXM\/page\/nQN\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb<\/a><\/span><\/p>\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u306e\u5f62\u3067\u3001\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u6a5f\u80fd\u3082BI\u30c4\u30fc\u30eb\u306b\u306f\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u3001BI\u30c4\u30fc\u30eb\u306b\u305d\u308c\u305e\u308c\u6e96\u5099\u3055\u308c\u3066\u3044\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u5229\u7528\u3067\u304d\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u3088\u3046\u306a\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3057\u3084\u3059\u304f\u53ef\u8996\u5316\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\n<p>\u203b\u53c2\u8003\uff1aBI\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u66f4\u306b\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<\/p>\n\n<\/div>\n<h3>BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u4f01\u696d\u304cBI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\u306e\u304b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\">\n<ol>\n<li>\u696d\u52d9\u52b9\u7387\u3092\u5411\u4e0a\u3067\u304d\u308b<\/li>\n<li>\u6b63\u3057\u3044\u5224\u65ad\u304c\u3067\u304d\u308b<\/li>\n<li>\u65bd\u7b56\u306e\u30d2\u30f3\u30c8\u3092\u5f97\u3089\u308c\u308b<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c8\uff11\uff1a\u696d\u52d9\u52b9\u7387\u3092\u5411\u4e0a\u3067\u304d\u308b<\/h4>\n<p>BI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3068\u3001\u696d\u52d9\u52b9\u7387\u3092\u5411\u4e0a\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u30fb\u6574\u7406\u3059\u308b\u30fb\u30ec\u30dd\u30fc\u30c8\u5f62\u5f0f\u3067\u307e\u3068\u3081\u308b\u3068\u3044\u3063\u305f\u4f5c\u696d\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u767a\u751f\u3059\u308b\u30bf\u30b9\u30af\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u4f5c\u696d\u306f\u5fc5\u305a\u3057\u3082\u624b\u52d5\u3067\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u4f5c\u696d\u3092BI\u30c4\u30fc\u30eb\u306b\u4efb\u305b\u308b\u3053\u3068\u3067\u3001<span class=\"marker-thickYellow\"><strong>\u73fe\u5834\u306e\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u3066\u3001\u793e\u54e1\u306f\u3088\u308a\u751f\u7523\u7684\u306a\u696d\u52d9\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u5145\u3066\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c8\uff12\uff1a\u6b63\u3057\u3044\u5224\u65ad\u304c\u3067\u304d\u308b<\/h4>\n<p>\u7d4c\u55b6\u5224\u65ad\u3084\u4e8b\u696d\u306e\u65b9\u91dd\u3092\u6c7a\u5b9a\u3059\u308b\u969b\u306bBI\u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3001\u6b63\u3057\u3044\u5224\u65ad\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u5224\u65ad\u3092\u4e0b\u3059\u3053\u3068\u306f\u30d3\u30b8\u30cd\u30b9\u306e\u57fa\u672c\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u306a\u3044\u30fb\u5206\u6790\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3063\u305f\u7406\u7531\u304b\u3089\u3001\u5b9f\u65bd\u3067\u304d\u306a\u3044\u30b7\u30fc\u30f3\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><span class=\"marker-thickYellow\">\u3057\u304b\u3057\u3001<strong>BI\u30c4\u30fc\u30eb\u304c\u3042\u308c\u3070\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u91cf\u3092\u77ac\u6642\u306b\u5206\u6790\u30fb\u53ef\u8996\u5316\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30e1\u30ea\u30c3\u30c8\uff13\uff1a\u65bd\u7b56\u306e\u30d2\u30f3\u30c8\u3092\u5f97\u3089\u308c\u308b<\/h4>\n<p>\u4e00\u898b\u306a\u3093\u306e\u95a2\u9023\u6027\u3082\u7121\u3044\u3088\u3046\u306b\u898b\u3048\u308b\u30c7\u30fc\u30bf\u3067\u3082\u5b9f\u306f\u95a2\u9023\u6027\u304c\u3042\u308a\u3001\u305d\u3053\u306b\u65b0\u305f\u306a\u65bd\u7b56\u306e\u30d2\u30f3\u30c8\u304c\u96a0\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30d2\u30f3\u30c8\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u3001\u5165\u5ff5\u306a\u30c7\u30fc\u30bf\u5206\u6790\u304c\u5fc5\u9808\u3067\u3059\u3002\u3057\u304b\u3057\u4f01\u696d\u3067\u6271\u3046\u30c7\u30fc\u30bf\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u304c\u3042\u308a\u3001\u91cf\u3082\u81a8\u5927\u3067\u3042\u308b\u305f\u3081\u3001\u306a\u304b\u306a\u304b\u3053\u306e\u3088\u3046\u306a\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u306f\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>\u3067\u3059\u304c\u3001BI\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u6642\u9593\u3067\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306b\u306fAI\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308c\u3070\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u898b\u3064\u3051\u3001\u65b0\u3057\u3044\u65bd\u7b56\u306e\u30d2\u30f3\u30c8\u3082\u898b\u3064\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aBI\u3068AI\u306e\u9055\u3044\u3084BI\u30c4\u30fc\u30eb\u3068\u5171\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3092\u7d39\u4ecb\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/ai-bi\/\" target=\"_self\">BI\u3068AI\u306e\u9055\u3044\u306f\uff1fBI\u30c4\u30fc\u30eb\u3068\u5171\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3064BI\u30c4\u30fc\u30eb\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3093\u306aBI\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u6628\u4eca\u300cAI\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5229\u7528\u65b9\u6cd5\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u4eca\u56de\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u306f\u3001BI\u30c4\u30fc\u30eb\u3068AI\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\r\n\r\nBI[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/ai-bi\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/ai-bi-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI\u3068AI\u306e\u9055\u3044\u306f\uff1fBI\u30c4\u30fc\u30eb\u3068\u5171\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3001\u6d3b\u7528\u65b9\u6cd5\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>BI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u30aa\u30b9\u30b9\u30e1\u306e3\u3064\u306e\u30b7\u30fc\u30f3<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u306e\u30b7\u30fc\u30f3\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u5f53\u3066\u306f\u307e\u308b\u4f01\u696d\u306e\u65b9\u3001BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"BI\u30c4\u30fc\u30eb\u304c\u30aa\u30b9\u30b9\u30e1\u306e\u30b7\u30fc\u30f3\">\n<ol>\n<li>\u793e\u5185\u306e\u30c7\u30fc\u30bf\u304c\u4e00\u7b87\u6240\u306b\u96c6\u7d04\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3092\u52b9\u7387\u826f\u304f\u5b9f\u65bd\u3067\u304d\u3066\u3044\u306a\u3044<\/li>\n<li>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u305f\u3044<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u793e\u5185\u306e\u30c7\u30fc\u30bf\u304c\u4e00\u7b87\u6240\u306b\u96c6\u7d04\u3055\u308c\u3066\u3044\u306a\u3044<\/h4>\n<p>\u793e\u5185\u3067\u6271\u3046\u30c7\u30fc\u30bf\u304c\u4e00\u7b87\u6240\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u591a\u304f\u306e\u5834\u5408\u3001\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u90e8\u7f72\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u7570\u306a\u308b\u3068\u3044\u3063\u305f\u7406\u7531\u3067\u3001\u30c7\u30fc\u30bf\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u3057\u304b\u3057BI\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u3001\u7570\u306a\u308b\u5834\u6240\u30fb\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u3042\u3063\u3066\u3082\u554f\u984c\u306a\u304f\u9023\u643a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u306b\u84c4\u7a4d\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u304c\u4e00\u7b87\u6240\u306b\u96c6\u3081\u3089\u308c\u308c\u3070\u3001\u73fe\u72b6\u306e\u628a\u63e1\u3084\u5206\u6790\u3068\u3044\u3063\u305f\u884c\u52d5\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3092\u52b9\u7387\u826f\u304f\u5b9f\u65bd\u3067\u304d\u3066\u3044\u306a\u3044<\/h4>\n<p>\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306f\u3001\u4e8b\u696d\u3092\u9032\u3081\u308b\u4e0a\u3067\u6b20\u304b\u3059\u3053\u3068\u306e\u3067\u304d\u306a\u3044\u4f5c\u696d\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u30c7\u30fc\u30bf\u304c\u591a\u3059\u304e\u308b\u305f\u3081\u3001\u4e0a\u624b\u304f\u5206\u6790\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u3082\u3001BI\u30c4\u30fc\u30eb\u3067\u3042\u308c\u3070\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u77ed\u671f\u9593\u3067\u5206\u6790\u3059\u308b\u80fd\u529b\u306b\u9577\u3051\u3066\u304a\u308a\u3001\u4eba\u9593\u304cExcel\u7b49\u3092\u4f7f\u3044\u624b\u52d5\u3067\u884c\u3046\u306e\u306b\u6bd4\u3079\u3066\u3001\u5927\u5e45\u306a\u52b9\u7387\u5316\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u307e\u305f\u3001BI\u30c4\u30fc\u30eb\u306b\u3088\u308b\u5206\u6790\u7d50\u679c\u306f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3068\u3044\u3063\u305f\u5f62\u3067\u53ef\u8996\u5316\u3067\u304d\u308b\u306e\u3067\u3001\u4e8b\u696d\u306b\u95a2\u308f\u308b\u5168\u793e\u54e1\u304c\u3044\u3064\u3067\u3082\u6700\u65b0\u306e\u5206\u6790\u7d50\u679c\u306b\u89e6\u308c\u3089\u308c\u308b\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u305f\u3044<\/h4>\n<p>\u4e8b\u696d\u306b\u304a\u3051\u308b\u610f\u601d\u6c7a\u5b9a\u306f\u3001\u4f01\u696d\u306e\u5229\u76ca\u306b\u76f4\u63a5\u95a2\u308f\u308b\u5927\u5207\u306a\u5224\u65ad\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u614e\u91cd\u304b\u3064\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u884c\u308f\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306e\u5206\u6790\u6a5f\u80fd\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u7d20\u65e9\u304f\u5206\u6790\u3059\u308b\u3053\u3068\u306f\u3082\u3061\u308d\u3093\u3001\u3055\u307e\u3056\u307e\u306a\u89d2\u5ea6\u3067\u306e\u5206\u6790\u3082\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3067\u3059\u304b\u3089\u3001\u81ea\u793e\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u5206\u6790\u3092BI\u30c4\u30fc\u30eb\u3067\u5b9f\u65bd\u3057\u3066\u3001\u3055\u3089\u306b\u305d\u306e\u7d50\u679c\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30ec\u30dd\u30fc\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u308c\u3070\u3001\u6b63\u3057\u3044\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u3068\u306a\u308b\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p><a href=\"https:\/\/lp.data-be.at\/ebook-looker-studio-reporting?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=text&amp;utm_content=ebook\" target=\"_blank\" rel=\"noopener\">Google\u306e\u7121\u6599BI\u30c4\u30fc\u30eb\u300cLooker Studio\u300d\u306b\u3088\u308b\u5e83\u544a\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6d3b\u7528\u8853\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u3053\u3061\u3089\uff1e\uff1e<\/a><\/p>\n<h2>\u5b89\u3044BI\u30c4\u30fc\u30eb\u306f\u4f55\u304c\u9055\u3046\uff1fBI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u3068\u6a5f\u80fd\u9762\u306e\u9055\u3044<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14507 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-41-1024x576.png\" alt=\"\u5b89\u3044BI\u30c4\u30fc\u30eb\u306f\u4f55\u304c\u9055\u3046\uff1fBI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u3068\u6a5f\u80fd\u9762\u306e\u9055\u3044\" width=\"1024\" height=\"576\" \/><\/p>\n<p>BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306f\u3001\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8003\u3048\u308b\u5834\u5408\u306f\u3001\u3067\u304d\u308b\u3060\u3051\u8cbb\u7528\u3092\u6291\u3048\u3066\u5229\u7528\u51fa\u6765\u308bBI\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u305f\u3044\u3082\u306e\u3067\u3059\u304c\u3001\u5b89\u3044BI\u30c4\u30fc\u30eb\u306f\u4e00\u822c\u7684\u306aBI\u30c4\u30fc\u30eb\u3068\u6bd4\u3079\u3066\u3069\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u3068\u6a5f\u80fd\u9762\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>BI\u30c4\u30fc\u30eb\u306e\u6599\u91d1\u4f53\u7cfb<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u306e\u6599\u91d1\u4f53\u7cfb\u306b\u306f\u3001\u300c\u63d0\u4f9b\u5f62\u614b\u300d\u3068\u300c\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u300d\u3068\u3044\u30462\u3064\u306e\u8981\u7d20\u304c\u5927\u304d\u304f\u95a2\u308f\u3063\u3066\u304d\u307e\u3059\u3002\u63d0\u4f9b\u5f62\u614b\u3068\u306f\u3001\u81ea\u793e\u3067\u7528\u610f\u3057\u305f\u30b5\u30fc\u30d0\u30fc\u3078\u30c4\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u5229\u7528\u3059\u308b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u3068\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u30af\u30e9\u30a6\u30c9\u578b\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b\u3068\u30b5\u30fc\u30d0\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u3001BI\u30c4\u30fc\u30eb\u306e\u6708\u984d\u6599\u91d1\u304c\u7570\u306a\u308b\u306e\u3067\u3059\u3002\u3061\u306a\u307f\u306b\u3001<span class=\"marker-thickYellow\"><strong>\u8cbb\u7528\u3092\u5b89\u304f\u6291\u3048\u308b\u3053\u3068\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30a6\u30c9\u578b\u3067\u30e6\u30fc\u30b6\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b\u306eBI\u30c4\u30fc\u30eb\u304c\u3082\u3063\u3068\u3082\u5b89\u304f\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u30af\u30e9\u30a6\u30c9\u578bBI\u30c4\u30fc\u30eb\u306e\u304a\u3059\u3059\u3081\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/bi-tool-crowd\/\" target=\"_self\">\u30af\u30e9\u30a6\u30c9\u578bBI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u308114\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u306e\u9055\u3044\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3082\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u305f\u308a\u3001\u5206\u6790\u52b9\u7387\u3092\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001BI\u30c4\u30fc\u30eb\u306f\u3055\u307e\u3056\u307e\u306a\u5834\u9762\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304b\u3089BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u3082\u3044\u3089\u3063\u3057\u3083\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u304c\u3001BI\u30c4\u30fc\u30eb\u306b\u306f\u300c\u30af\u30e9\u30a6\u30c9\u578b\u300d\u3068\u300c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u300d\u306e2\u7a2e[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/bi-tool-crowd\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-12-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u30af\u30e9\u30a6\u30c9\u578bBI\u30c4\u30fc\u30eb\u304a\u3059\u3059\u308114\u7a2e\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u306e\u9055\u3044\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3082\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u76f8\u5834\u306f\u3001\u524d\u8ff0\u3057\u305f\u63d0\u4f9b\u5f62\u614b\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u5f71\u97ff\u304c\u5927\u304d\u3044\u306e\u306f\u63d0\u4f9b\u5f62\u614b\u3067\u3059\u3002\u4ee5\u4e0b\u306fBI\u30c4\u30fc\u30eb\u306e\u63d0\u4f9b\u5f62\u614b\u3054\u3068\u306e\u8cbb\u7528\u76f8\u5834\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u76ee\u5b89\u3068\u3057\u3066\u3054\u89a7\u4e0b\u3055\u3044\u3002<\/p>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%; height: 126px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 33.3333%; background-color: #b0c4de; height: 42px;\">\u63d0\u4f9b\u5f62\u614b<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de; height: 42px;\">\u521d\u671f\u8cbb\u7528\u76f8\u5834<\/td>\n<td style=\"width: 33.3333%; background-color: #b0c4de; height: 42px;\">\u6708\u984d\u8cbb\u7528\u76f8\u5834<\/td>\n<\/tr>\n<tr style=\"height: 42px;\">\n<td style=\"width: 33.3333%; height: 42px;\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b<\/td>\n<td style=\"width: 33.3333%; height: 42px;\">10\u4e07\u5186\uff5e250\u4e07\u5186<\/td>\n<td style=\"width: 33.3333%; height: 42px;\">8,500\u5186\uff5e30,000\u5186<\/td>\n<\/tr>\n<tr style=\"height: 42px;\">\n<td style=\"width: 33.3333%; height: 42px;\">\u30af\u30e9\u30a6\u30c9\u578b<\/td>\n<td style=\"width: 33.3333%; height: 42px;\">0\u5186<\/td>\n<td style=\"width: 33.3333%; height: 42px;\">1,000\u5186\uff5e6,000\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aBI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/bi-tool-price\/\" target=\"_self\">BI\u30c4\u30fc\u30eb\u306e\u4fa1\u683c\u304c\u307e\u308b\u308f\u304b\u308a\uff01\u6599\u91d1\u4f53\u7cfb\u3084\u8cbb\u7528\u76f8\u5834\u3001\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3001\u4e3b\u8981BI\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">BI\u30c4\u30fc\u30eb\u306f\u3001\u4f01\u696d\u306e\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u53ef\u8996\u5316\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u591a\u304f\u306e\u696d\u52d9\u304c\u52b9\u7387\u5316\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4f01\u696d\u306e\u8ab2\u984c\u3092\u898b\u3064\u3051\u305f\u308a\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u307e\u3059\u3002\r\n\r\n\u305d\u3093\u306aBI\u30c4\u30fc\u30eb\u3067\u3059\u304c\u3001\u3044\u3056\u5c0e\u5165\u3059\u308b\u3068\u306a\u308b\u3068\u30b3\u30b9[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/bi-tool-price\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/10\/bi-tool-price-1-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI\u30c4\u30fc\u30eb\u306e\u4fa1\u683c\u304c\u307e\u308b\u308f\u304b\u308a\uff01\u6599\u91d1\u4f53\u7cfb\u3084\u8cbb\u7528\u76f8\u5834\u3001\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3001\u4e3b\u8981BI\u30c4\u30fc\u30eb\u306e\u6bd4\u8f03\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>\u7121\u6599\u306eBI\u30c4\u30fc\u30eb\u3068\u6709\u6599\u306eBI\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u9762\u306e\u9055\u3044<\/h3>\n<p>\u7121\u6599\u306eBI\u30c4\u30fc\u30eb\u3068\u6709\u6599\u306eBI\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u9762\u3067\u306e\u9055\u3044\u306f\u3001<span class=\"marker-thickYellow\"><strong>\u4f7f\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u5bb9\u91cf<\/strong><\/span>\u304c\u3042\u308a\u307e\u3059\u3002\u6709\u6599\u30c4\u30fc\u30eb\u306b\u6bd4\u3079\u3066\u7121\u6599\u30c4\u30fc\u30eb\u306f\u5229\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u91cf\u304c\u5c0f\u3055\u3044\u305f\u3081\u3001\u898f\u6a21\u306e\u5927\u304d\u306a\u4f01\u696d\u3067\u306e\u5229\u7528\u306b\u306f\u5411\u3044\u3066\u3044\u307e\u305b\u3093\u3002\u307e\u305f\u3001<span class=\"marker-thickYellow\"><strong>BI\u30c4\u30fc\u30eb\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u6a5f\u80fd\u306e\u4e2d\u306b\u306f\u3001\u7121\u6599\u7248\u3067\u306f\u4f7f\u7528\u3067\u304d\u306a\u3044\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u3088\u3063\u3066\u3001\u30d5\u30eb\u3067\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u6709\u6599\u7248\u306eBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\n<p>\u203b\u53c2\u8003\uff1a\u7121\u6599\u306eBI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u7279\u96c6\u3057\u305f\u8a18\u4e8b\u3082\u662f\u975e\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/free-bi-tool\/\" target=\"_self\">\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1BI\u30c4\u30fc\u30eb9\u9078\uff01\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3084OSS\u306a\u3069\u30c4\u30fc\u30eb\u3084\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">BI\u30c4\u30fc\u30eb\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u52a0\u901f\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u793e\u5185\u306b\u3061\u3089\u3070\u3063\u305f\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u5206\u6790\u306bBI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u4e8b\u696d\u306e\u6700\u9069\u5316\u304c\u884c\u3048\u307e\u3059\u3002\r\n\r\n\u3057\u304b\u3057BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\u30b3\u30b9\u30c8\u3082\u304b\u304b\u308b\u305f\u3081\u3001\u306a\u304b\u306a\u304b\u5c0e\u5165\u306b\u8e0f\u307f\u5207\u308c\u306a\u3044[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/free-bi-tool\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"242\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/AdobeStock_242784692-375x242.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1BI\u30c4\u30fc\u30eb9\u9078\uff01\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3084OSS\u306a\u3069\u30c4\u30fc\u30eb\u3084\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u9078\u3073\u65b9\u3082\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h2>\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u81ea\u793e\u306b\u5408\u3063\u305fBI\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14508 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Clean-Work-Place-Blog-Banner-42-1024x576.png\" alt=\"\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u81ea\u793e\u306b\u5408\u3063\u305fBI\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8\" width=\"1024\" height=\"576\" \/><\/p>\n<p>\u6570\u3042\u308bBI\u30c4\u30fc\u30eb\u306e\u4e2d\u304b\u3089\u3001\u81ea\u793e\u306b\u5408\u3063\u305fBI\u30c4\u30fc\u30eb\u3092\u4e0a\u624b\u306b\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4eca\u56de\u306f\u3001\u7279\u306b\u300c\u8cbb\u7528\u3092\u6291\u3048\u308b\u300d\u3068\u3044\u3046\u70b9\u3092\u91cd\u8996\u3057\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u4e0a\u624b\u306b\u9078\u30763\u3064\u306e\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u63d0\u4f9b\u5f62\u614b\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u304c\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u9078\u3076<\/li>\n<li>\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u63c3\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b<\/li>\n<li>\u64cd\u4f5c\u611f\u306b\u554f\u984c\u306e\u306a\u3044\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/li>\n<\/ol>\n<\/div>\n<h3>1.\u63d0\u4f9b\u5f62\u614b\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u304c\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u9078\u3076<\/h3>\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306f\u63d0\u4f9b\u5f62\u614b\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u304c\u5927\u304d\u304f\u5f71\u97ff\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u81ea\u793e\u306e\u74b0\u5883\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u63d0\u4f9b\u5f62\u614b\u306b\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u306e2\u7a2e\u985e\u304c\u3042\u308a\u3001\u8cbb\u7528\u3092\u6291\u3048\u308b\u306e\u3067\u3042\u308c\u3070\u30af\u30e9\u30a6\u30c9\u578b\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305f\u3060\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306a\u3069\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u306e\u65b9\u304c\u9ad8\u3044\u305f\u3081\u3001\u3069\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u3092\u3057\u305f\u3044\u304b\u306b\u3088\u3063\u3066\u9078\u3070\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u4f53\u7cfb\u306fBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u4eba\u6570\u3067\u5224\u65ad\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u5c11\u4eba\u6570\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4eba\u6570\u306b\u5fdc\u3058\u3066\u8cbb\u7528\u304c\u6c7a\u307e\u308b\u30e6\u30fc\u30b6\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b<\/strong><\/span>\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001<span class=\"marker-thickYellow\"><strong>\u5927\u4eba\u6570\u3067\u306e\u5229\u7528\u304c\u60f3\u5b9a\u3055\u308c\u308b\u5834\u5408\u306b\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b<\/strong><\/span>\u3092\u9078\u629e\u3057\u305f\u65b9\u304c\u4e00\u4eba\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u306f\u6291\u3048\u3089\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>2.\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u63c3\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u306f\u3069\u306e\u30c4\u30fc\u30eb\u3092\u9078\u3093\u3067\u3082\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306f\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001<span class=\"marker-thickYellow\"><strong>\u3059\u3079\u3066\u306e\u6a5f\u80fd\u304c\u5171\u901a\u3057\u3066\u3044\u308b\u8a33\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306f\u5fc5\u305a\u30c1\u30a7\u30c3\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002<\/strong><\/span>\u305f\u3060\u3057\u3001\u591a\u304f\u306e\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3001\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306f\u8cbb\u7528\u304c\u9ad8\u304f\u306a\u308b\u306e\u3067\u3001\u6a5f\u80fd\u306e\u591a\u3055\u3067\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u304a\u3059\u3059\u3081\u3057\u307e\u305b\u3093\u3002<\/p>\n<p>\u3042\u304f\u307e\u3067\u3082\u300c\u5fc5\u8981\u306a\u6a5f\u80fd\u300d\u304c\u63c3\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u306e\u3067\u3059\u3002<\/p>\n<h3>3.\u64cd\u4f5c\u611f\u306b\u554f\u984c\u306e\u306a\u3044\u30c4\u30fc\u30eb\u3092\u9078\u3076<\/h3>\n<p>\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u826f\u3044BI\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u308b\u5834\u5408\u3001\u5f53\u7136\u8cbb\u7528\u306b\u6ce8\u76ee\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c4\u30fc\u30eb\u306e\u64cd\u4f5c\u611f\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u5fd8\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u3069\u3093\u306a\u306b\u5b89\u3044BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3067\u304d\u3066\u3082\u4f7f\u3044\u306b\u304f\u304b\u3063\u305f\u308a\u3001\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3067\u306f\u3001\u5341\u5206\u306b\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u6d3b\u7528\u3055\u308c\u306a\u3044\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u305d\u3082\u305d\u3082BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u610f\u5473\u304c\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u57fa\u672c\u7684\u306b\u591a\u304f\u306eBI\u30c4\u30fc\u30eb\u306b\u306f\u7121\u6599\u3067\u304a\u8a66\u3057\u5229\u7528\u304c\u3067\u304d\u308b\u300c\u30c8\u30e9\u30a4\u30a2\u30eb\u300d\u671f\u9593\u304c\u8a2d\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u5229\u7528\u3057\u3066\u3001\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u304b\u3069\u3046\u304b\u3092\u4e8b\u524d\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2>\u5b89\u3044\u6599\u91d1\u3084\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081BI\u30c4\u30fc\u30eb9\u9078<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u6599\u91d1\u304c\u5b89\u3044\u307e\u305f\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306eBI\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5168\u90e8\u3067\uff19\u7a2e\u985e\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u4eca\u5f8cBI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u4e88\u5b9a\u306e\u65b9\u306f\u3001\u3053\u3061\u3089\u3092\u53c2\u8003\u306b\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u5b89\u3044\u6599\u91d1\u3084\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081BI\u30c4\u30fc\u30eb\u307e\u3068\u3081<\/h3>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%; height: 948px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 20%; background-color: #b0c4de; height: 42px;\">\u30c4\u30fc\u30eb\u540d<\/td>\n<td style=\"width: 20%; background-color: #b0c4de; height: 42px;\">\u7279\u5fb4<\/td>\n<td style=\"width: 20%; background-color: #b0c4de; height: 42px;\">\u4e3b\u306a\u6a5f\u80fd<\/td>\n<td style=\"width: 20%; background-color: #b0c4de; height: 42px;\">\u4fa1\u683c<\/td>\n<td style=\"width: 20%; background-color: #b0c4de; height: 42px;\">\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/td>\n<\/tr>\n<tr style=\"height: 150px;\">\n<td style=\"width: 20%; height: 150px;\">Pentaho<\/td>\n<td style=\"width: 20%; height: 150px;\">\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u53ef\u80fd<\/td>\n<td style=\"width: 20%; height: 150px;\">\n<ul>\n<li>ETL\u6a5f\u80fd<\/li>\n<li>\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u63a5\u7d9a<\/li>\n<li>\u5bfe\u8a71\u5f62\u5f0f\u306e\u591a\u6b21\u5143\u5206\u6790<\/li>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/li>\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306e\u9ad8\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 150px;\">\u304a\u554f\u3044\u5408\u308f\u305b<\/td>\n<td style=\"width: 20%; height: 150px;\">\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u304b\u3089\u52a0\u5de5\u30fb\u5206\u6790\u306b\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u307e\u3067\u3092\u4e00\u62ec\u3067\u5b9f\u65bd\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 94px;\">\n<td style=\"width: 20%; height: 94px;\">Qlik Sense<\/td>\n<td style=\"width: 20%; height: 94px;\">\u30a4\u30f3\u30e1\u30e2\u30ea\u6280\u8853\u3068\u9023\u60f3\u6280\u8853\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u5206\u6790<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306a\u60c5\u5831\u63a2\u7d22<\/li>\n<li>\u30de\u30eb\u30c1\u30c7\u30d0\u30a4\u30b9<\/li>\n<li>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">30\u30c9\u30eb\/\u6708\uff5e<\/td>\n<td style=\"width: 20%; height: 94px;\">\u793e\u5185\u3067\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6d3b\u7528\u3059\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 94px;\">\n<td style=\"width: 20%; height: 94px;\">Microsoft Power BI<\/td>\n<td style=\"width: 20%; height: 94px;\">\u521d\u3081\u3066BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3067\u3082\u5c0e\u5165\u3057\u3084\u3059\u3044<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u7d71\u5408<\/li>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308b\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u5171\u6709\u30fb\u81ea\u52d5\u66f4\u65b0<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>Power BI Pro\uff1a1,090\u5186\/\u6708(1\u30e6\u30fc\u30b6\u30fc)<\/li>\n<li>Power BI Premium\uff1a2,170\/\u6708(1\u30e6\u30fc\u30b6\u30fc)543,030\u5186\/\u6708(\u5bb9\u91cf)<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">Excel\u306b\u3088\u308b\u30c7\u30fc\u30bf\u7ba1\u7406\u30fb\u5206\u6790\u304b\u3089BI\u30c4\u30fc\u30eb\u3078\u5207\u308a\u66ff\u3048\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 94px;\">\n<td style=\"width: 20%; height: 94px;\">Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb<\/td>\n<td style=\"width: 20%; height: 94px;\">Google\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u304c\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u306a\u30af\u30e9\u30a6\u30c9\u578bBI\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n<li>\u30c7\u30fc\u30bf\u51fa\u529b\u30fb\u5171\u6709<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">\u7121\u6599<br \/>\n\u203b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8cfc\u5165\u3084BigQuery\u3068\u63a5\u7d9a\u306f\u6709\u6599<\/td>\n<td style=\"width: 20%; height: 94px;\">\u73fe\u5728Google\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u3092\u30e1\u30a4\u30f3\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 122px;\">\n<td style=\"width: 20%; height: 122px;\">Grafana<\/td>\n<td style=\"width: 20%; height: 122px;\">\u30de\u30a6\u30b9\u306b\u3088\u308b\u7c21\u5358\u64cd\u4f5c\u3067\u8996\u899a\u7684\u306b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u304c\u53ef\u80fd<\/td>\n<td style=\"width: 20%; height: 122px;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n<li>\u52d5\u7684\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30c7\u30fc\u30bf\u63a2\u7d22<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 122px;\">\n<ul>\n<li>\u7121\u6599<\/li>\n<li>Grafana Cloud Pro\uff1a49\u30c9\u30eb\/\u6708<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 122px;\">BI\u30c4\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u5c0e\u5165\u3057\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 122px;\">\n<td style=\"width: 20%; height: 122px;\">Kibana<\/td>\n<td style=\"width: 20%; height: 122px;\">Elasticsearch\u3092\u5229\u7528<\/td>\n<td style=\"width: 20%; height: 122px;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u63a2\u7d22<\/li>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 122px;\">\n<ul>\n<li>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\uff1a 16\u30c9\u30eb\/\u6708<\/li>\n<li>\u30b4\u30fc\u30eb\u30c9 \uff1a19\u30c9\u30eb\/\u6708<\/li>\n<li>\u30d7\u30e9\u30c1\u30ca \uff1a22\u30c9\u30eb\/\u6708<\/li>\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\uff1a 30\u30c9\u30eb\/\u6708<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 122px;\">\u4e3b\u306b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 94px;\">\n<td style=\"width: 20%; height: 94px;\">Redash<\/td>\n<td style=\"width: 20%; height: 94px;\">\u4e3b\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306eBI\u30c4\u30fc\u30eb<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n<li>OLAP\u5206\u6790<\/li>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">\u7121\u6599<\/td>\n<td style=\"width: 20%; height: 94px;\">MySQL\u3084PostgreSQL\u3001BigQuery\u306a\u3069\u3068\u9023\u643a\u3057\u3066\u5229\u7528\u3057\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 94px;\">\n<td style=\"width: 20%; height: 94px;\">Graylog<\/td>\n<td style=\"width: 20%; height: 94px;\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30ed\u30b0\u89e3\u6790\u304c\u5f97\u610f<\/td>\n<td style=\"width: 20%; height: 94px;\">\n<ul>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30c7\u30fc\u30bf\u53ce\u96c6<\/li>\n<li>\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 94px;\">\u7121\u6599<\/td>\n<td style=\"width: 20%; height: 94px;\">\u30ed\u30b0\u7ba1\u7406\u3084\u30ed\u30b0\u306e\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u884c\u3044\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr style=\"height: 42px;\">\n<td style=\"width: 20%; height: 42px;\">Metabase<\/td>\n<td style=\"width: 20%; height: 42px;\">\u30c7\u30fc\u30bf\u306e\u30b0\u30e9\u30d5\u5316\u3084\u53ef\u8996\u5316\u306b\u5f37\u307f\u3092\u6301\u3064<\/td>\n<td style=\"width: 20%; height: 42px;\">\n<ul>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>Automatic exploration<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8<\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 20%; height: 42px;\">\u7121\u6599<\/td>\n<td style=\"width: 20%; height: 42px;\">\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3092\u30e1\u30a4\u30f3\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308bBI\u30c4\u30fc\u30eb\u306f\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u3082\u306e\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u975e\u5e38\u306b\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u826f\u3044\u3067\u3059\u304c\u3001\u6709\u6599\u30c4\u30fc\u30eb\u306b\u6bd4\u3079\u308b\u3068\u3084\u3084\u6a5f\u80fd\u9762\u3067\u52a3\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u305f\u3081\u3001\u4e8b\u524d\u306b\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u306e\u7279\u5fb4\u30fb\u6a5f\u80fd\u3092\u3057\u3063\u304b\u308a\u3068\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001Redash\u306e\u3088\u3046\u306b\u3084\u3084\u9ad8\u5ea6\u306a\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u793e\u5185\u3067\u3069\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b6\u30fc\u304c\u5229\u7528\u3059\u308b\u306e\u304b\u3082\u78ba\u8a8d\u3057\u3064\u3064\u3001\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>Pentaho<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-12642\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/pentaho-1024x771.png\" alt=\"pentaho\" width=\"1024\" height=\"771\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">Pentaho<\/a><\/span><\/p>\n<p>Pentaho\u306f\u3001\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u30fb\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308bBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Pentaho\u306f\u3001\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u5834\u3067\u51e6\u7406\u65b9\u6cd5\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002OSS\u30c4\u30fc\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u63a5\u7d9a\u5148\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u8c4a\u5bcc\u3067\u3042\u308b\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5bfe\u8a71\u5f62\u5f0f\u306eOLAP\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u76f8\u95a2\u6027\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306b\u3082\u9577\u3051\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>ETL\u6a5f\u80fd<\/li>\n<li>\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u63a5\u7d9a<\/li>\n<li>\u5bfe\u8a71\u5f62\u5f0f\u306e\u591a\u6b21\u5143\u5206\u6790<\/li>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/li>\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306e\u9ad8\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Pentaho\u306e\u6599\u91d1\u306b\u3064\u3044\u3066\u306f\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Pentaho\u306f\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u304b\u3089\u52a0\u5de5\u30fb\u5206\u6790\u306b\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u307e\u3067\u3092\u4e00\u62ec\u3067\u5b9f\u65bd\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3057\u3001\u53d6\u308a\u8fbc\u3080\u30c7\u30fc\u30bf\u3092\u81ea\u3089\u7c21\u5358\u306b\u52a0\u5de5\u3067\u304d\u308b\u305f\u3081\u3001\u81ea\u7531\u5ea6\u306e\u9ad8\u3044BI\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.hitachi.co.jp\/products\/it\/bigdata\/platform\/pentaho\/index.html<\/a><\/p>\n<h3>Qlik Sense<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-11624\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/Qlck-1024x488.png\" alt=\"QlickSense\" width=\"1024\" height=\"488\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.qlik.com\/ja-jp\/products\/qlik-sense\" target=\"_blank\" rel=\"noopener noreferrer\">Qlik Sense<\/a><\/span><\/p>\n<p>Qlik Sense\u306f\u3001\u300cQlik View\u300d\u3092\u63d0\u4f9b\u3059\u308bQlik\u793e\u306e\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Qlik Sense\u306b\u306f\u30a4\u30f3\u30e1\u30e2\u30ea\u6280\u8853\u3068\u9023\u60f3\u6280\u8853\u304c\u5099\u308f\u3063\u3066\u304a\u308a\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3001\u60c5\u5831\u63a2\u7d22\u304c\u7279\u5fb4\u3067\u3059\u3002<\/strong><\/span>\u64cd\u4f5c\u6027\u306f\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30d1\u30bd\u30b3\u30f3\u4ee5\u5916\u306b\u30bf\u30d6\u30ec\u30c3\u30c8\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u793e\u304c\u63d0\u4f9b\u3059\u308bBI\u30c4\u30fc\u30eb\u300cQlik View\u300d\u306f\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u7b49\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001Qlik Sense\u306f\u4e00\u822c\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306a\u60c5\u5831\u63a2\u7d22<\/li>\n<li>\u30de\u30eb\u30c1\u30c7\u30d0\u30a4\u30b9<\/li>\n<li>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Qlik Sense\u306f\u6708\u984d30\u30c9\u30eb\u304b\u3089\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u8a73\u7d30\u306a\u6599\u91d1\u306b\u3064\u3044\u3066\u306f\u76f4\u63a5\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Qlik Sense\u306f\u3001\u793e\u5185\u3067\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6d3b\u7528\u3059\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u30a4\u30f3\u30e1\u30e2\u30ea\u6280\u8853\u3068\u9023\u60f3\u6280\u8853\u306b\u3088\u3063\u3066\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u64cd\u4f5c\u6027\u3084\u30de\u30eb\u30c1\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u3001\u5229\u4fbf\u6027\u304c\u9ad8\u3044BI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.qlik.com\/ja-jp\/products\/qlik-sense\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.qlik.com\/ja-jp\/products\/qlik-sense<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1aQlik View\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/qlikview\/\" target=\"_self\">BI\u30c4\u30fc\u30eb\u300cQlikView\uff08\u30af\u30ea\u30c3\u30af\u30d3\u30e5\u30fc\uff09\u300d\u3068\u306f\uff1f\u4fa1\u683c\u3084\u3067\u304d\u308b\u3053\u3068\u3001Qlik Sense\u3068\u306e\u9055\u3044\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">Qlik Technologies Inc. \u304c\u63d0\u4f9b\u3059\u308b\u300cQlik\u300d\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u7531\u306a\u767a\u60f3\u3067\u76f4\u611f\u7684\u306b\u30c7\u30fc\u30bf\u63a2\u7d22\u3067\u304d\u308b\"\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\"\u3067\u3059\u3002\r\n\r\nQlik\u306b\u306f\u300cQlikView\uff08\u30af\u30ea\u30c3\u30af\u30d3\u30e5\u30fc\uff09\u300d\u3068\u300cQlik Sense\uff08\u30af[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/qlikview\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/qlikview-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"BI\u30c4\u30fc\u30eb\u300cQlikView\uff08\u30af\u30ea\u30c3\u30af\u30d3\u30e5\u30fc\uff09\u300d\u3068\u306f\uff1f\u4fa1\u683c\u3084\u3067\u304d\u308b\u3053\u3068\u3001Qlik Sense\u3068\u306e\u9055\u3044\u306a\u3069\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>Microsoft Power BI<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14438\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/PowerBI-1024x585.jpg\" alt=\"Microsoft Power BI\" width=\"1024\" height=\"585\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/powerbi.microsoft.com\/ja-jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Power BI<\/a><\/span><\/p>\n<p>Microsoft Power BI\u306f\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u793e\u304c\u958b\u767a\u3057\u305f\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Microsoft Power BI\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u3068\u30af\u30e9\u30a6\u30c9\u578b\u3069\u3061\u3089\u306e\u74b0\u5883\u3067\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u30e9\u30a4\u30bb\u30f3\u30b9\u578b\u3067\u8cbb\u7528\u3082\u5b89\u304f\u3001\u521d\u3081\u3066BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u65b9\u3067\u3082\u5c0e\u5165\u3057\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u88fd\u54c1\u3067\u3042\u308b\u305f\u3081\u3001Excel\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u30aa\u30d5\u30a3\u30b9\u30c4\u30fc\u30eb\u3068\u306e\u76f8\u6027\u3082\u629c\u7fa4\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u52a0\u5de5\u30fb\u7d71\u5408<\/li>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308b\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u5171\u6709\u30fb\u81ea\u52d5\u66f4\u65b0<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<div class=\"tableScroll\">\n<table border=\"1\">\n<tbody>\n<tr>\n<td style=\"background-color: #b0c4de;\">\u6599\u91d1\u30d7\u30e9\u30f3<\/td>\n<td style=\"background-color: #b0c4de;\">\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td>Power BI Pro<\/td>\n<td>1,090\u5186\/\u6708(1\u30e6\u30fc\u30b6\u30fc)<\/td>\n<\/tr>\n<tr>\n<td>Power BI Premium<\/td>\n<td>2,170\/\u6708(1\u30e6\u30fc\u30b6\u30fc)543,030\u5186\/\u6708(\u5bb9\u91cf)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Microsoft Power BI\u306f\u3001Excel\u306b\u3088\u308b\u30c7\u30fc\u30bf\u7ba1\u7406\u30fb\u5206\u6790\u304b\u3089BI\u30c4\u30fc\u30eb\u3078\u5207\u308a\u66ff\u3048\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u3082\u3068\u3082\u3068Excel\u306e\u30a2\u30c9\u30aa\u30f3\u3067\u3042\u3063\u305f\u3053\u3068\u3082\u3042\u308a\u3001Excel\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u79fb\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/powerbi.microsoft.com\/ja-jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/powerbi.microsoft.com\/ja-jp\/<\/a><\/p>\n<div class=\"ep-box bgc-VPsky\">\u203b\u53c2\u8003\uff1a\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<br \/>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/selfservice-bi\/\" target=\"_self\">\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u5f93\u6765\u578bBI\u3084Excel\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8\u3001\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u8cea\u3092\u9ad8\u3081\u3001\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5f93\u6765\u306eBI\u30c4\u30fc\u30eb\u3082\u540c\u69d8\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u304c\u3001\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u306e\u65b9\u304c\u3088\u308a\u4f7f\u3044\u3084\u3059\u304f\u3001\u3053\u308c\u304b\u3089BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u4f01\u696d\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u304d\u307e\u3059\u3002\r\n\r\n\u305f\u3060\u3001\u5177\u4f53\u7684\u306b\u5f93\u6765\u306e[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/selfservice-bi\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/08\/Clean-Work-Place-Blog-Banner-49-375x211.png\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9BI\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u5f93\u6765\u578bBI\u3084Excel\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8\u3001\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\" \/><\/a><\/div>\r\n\t\t\t<\/div><\/div>\n<h3>Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-7314\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/05\/8c92b8dcfb52f89a65123b280808ad5e-1024x431.png\" alt=\"Google \u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\" width=\"1024\" height=\"431\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/marketingplatform.google.com\/intl\/ja\/about\/data-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb<\/a><\/span><\/p>\n<p>Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306f\u3001Google\u30c7\u30fc\u30bf\u30b9\u30bf\u30b8\u30aa\u304c\u30ea\u30cb\u30e5\u30fc\u30a2\u30eb\u3055\u308c\u305fBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306f\u3001Google\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u304c\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u306a\u30af\u30e9\u30a6\u30c9\u578bBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>Google\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u3001Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3067\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u8a08\u6e2c\u3092\u884c\u3063\u3066\u3044\u308b\u3068\u3044\u3063\u305f\u65b9\u306b\u3068\u3063\u3066\u306f\u3001\u76f8\u6027\u629c\u7fa4\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3082\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u9ad8\u3044BI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n<li>\u30c7\u30fc\u30bf\u51fa\u529b\u30fb\u5171\u6709<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306f\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8cfc\u5165\u3084BigQuery\u3068\u63a5\u7d9a\u306b\u306f\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box bgc-VPsky\">\n<p>\u203b\u53c2\u8003\uff1aGoogle\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306e\u6599\u91d1\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3055\u308c\u305f\u8a18\u4e8b\u306f\u3053\u3061\u3089<\/p>\n\r\n\t\t\t<div class=\"sitecard\">\r\n\t\t\t\t<div class=\"sitecard__subtitle\">\u95a2\u9023\u8a18\u4e8b<\/div>\r\n\t\t\t\t<div class=\"sitecard__contents\">\r\n\t\t\t\t\t<div class=\"heading heading-secondary\"><a href=\"https:\/\/www.data-be.at\/magazine\/google-dataportal-fee\/\" target=\"_self\">Looker Studio\uff08\u65e7\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\uff09\u306e\u6599\u91d1\u3092\u5fb9\u5e95\u89e3\u8aac\uff01\u6709\u6599\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3001\u8cbb\u7528\u3092\u6291\u3048\u308bTIPS\u3082\u7d39\u4ecb<\/a><\/div>\r\n\t\t\t\t\t<p class=\"phrase phrase-tertiary\">Looker Studio\uff08\u65e7Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb \uff09\u306f\u3001\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3067\u304d\u308b\u512a\u308c\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u6599\u91d1\u304c\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3067\u3059\u3002\r\n\r\n\u305d\u3053\u3067\u4eca\u56de\u306f\u3001Looker Studio\uff08\u65e7[\u2026]<\/p>\r\n\t\t\t\t<\/div>\r\n\t\t\t\t<div class=\"eyecatch eyecatch-11\"><a class=\"eyecatch__link eyecatch__link-maskzoomrotate\" href=\"https:\/\/www.data-be.at\/magazine\/google-dataportal-fee\/\" target=\"_self\"><img decoding=\"async\" width=\"375\" height=\"211\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/08\/AdobeStock_340468118-375x211.jpeg\" class=\"attachment-icatch375 size-icatch375 wp-post-image\" alt=\"Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306e\u6599\u91d1\u306b\u95a2\u3059\u308b\u7591\u554f\u3092\u5fb9\u5e95\u89e3\u8aac\uff01\u4ed6\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u3084\u30c6\u30f3\u30d7\u30ec\u306a\u3069\u6709\u6599\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3001\u8cbb\u7528\u3092\u6291\u3048\u308b\u30dd\u30a4\u30f3\u30c8\u3082\u7d39\u4ecb\" \/><\/a><\/div>\r\n\t\t\t<\/div>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Google\u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u306f\u3001\u73fe\u5728Google\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u3092\u30e1\u30a4\u30f3\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Google\u5e83\u544a\u3084Google\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3068\u7c21\u5358\u306b\u9023\u643a\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3082\u3001\u4e00\u65e6Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308c\u3070\u3001\u3069\u3093\u306a\u30c7\u30fc\u30bf\u3067\u3082\u30c4\u30fc\u30eb\u3078\u53cd\u6620\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/marketingplatform.google.com\/intl\/ja\/about\/data-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/marketingplatform.google.com\/intl\/ja\/about\/data-studio\/<\/a><\/p>\n<h3>Grafana<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-12720\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/09\/Grafana-1-1024x634.png\" alt=\"Grafana\" width=\"1024\" height=\"634\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/grafana.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Grafana<\/a><\/span><\/p>\n<p>Grafana\u306f\u3001Grafana Labs\u304c\u63d0\u4f9b\u3059\u308bOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Grafana\u306f\u3001\u30de\u30a6\u30b9\u306b\u3088\u308b\u7c21\u5358\u64cd\u4f5c\u3067\u8996\u899a\u7684\u306b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u304c\u884c\u3048\u307e\u3059\u3002<\/strong><\/span>\u30b0\u30eb\u30fc\u30d7\u5358\u4f4d\u3084\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u3067\u306e\u30a2\u30af\u30bb\u30b9\u5236\u9650\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u793e\u5185\u3067\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u5229\u7528\u3092\u60f3\u5b9a\u3059\u308b\u969b\u3082\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u4fdd\u3066\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Grafana\u306b\u306f\u591a\u304f\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u3046\u3053\u3068\u3067\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n<li>\u52d5\u7684\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30c7\u30fc\u30bf\u63a2\u7d22<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Grafana\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u6708\u984d49\u30c9\u30eb\u3067Grafana Cloud Pro\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Grafana\u306f\u3001BI\u30c4\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u5c0e\u5165\u3057\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Grafana\u306b\u306f\u300c\u7c21\u5358\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u300d\u300c\u7c21\u5358\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u8a2d\u5b9a\u300d\u304c\u3042\u308a\u3001\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5168\u4f53\u7684\u306b\u30b7\u30f3\u30d7\u30eb\u306a\u8a2d\u8a08\u3067\u591a\u6a5f\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306f\u5341\u5206\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/grafana.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/grafana.com\/<\/a><\/p>\n<h3>Kibana<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-14453 size-large\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Kibana-1024x491.png\" alt=\"\" width=\"1024\" height=\"491\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.elastic.co\/jp\/kibana\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kibana<\/a><\/span><\/p>\n<p>Kibana\u306f\u3001\u5168\u6587\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u300cElasticsearch\u300d\u3068\u9023\u643a\u3057\u3066\u4f7f\u7528\u3059\u308bOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Kibana\u306f\u3001Elasticsearch\u306b\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3001\u305d\u3053\u304b\u3089\u691c\u7d22\u3084\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/strong><\/span>\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3084\u81ea\u7531\u5ea6\u306e\u9ad8\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304c\u7279\u5fb4\u7684\u3067\u3042\u308b\u307b\u304b\u3001\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3\u3084\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u5206\u6790\u3057\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u63a2\u7d22<\/li>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<div class=\"tableScroll\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u6599\u91d1\u30d7\u30e9\u30f3<\/td>\n<td style=\"width: 50%; background-color: #b0c4de;\">\u6599\u91d1<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9<\/td>\n<td style=\"width: 50%;\">16\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30b4\u30fc\u30eb\u30c9<\/td>\n<td style=\"width: 50%;\">19\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30d7\u30e9\u30c1\u30ca<\/td>\n<td style=\"width: 50%;\">22\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50%;\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba<\/td>\n<td style=\"width: 50%;\">30\u30c9\u30eb\/\u6708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Kibana\u306f\u3001\u4e3b\u306b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30d5\u30a3\u30eb\u30bf\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u7c21\u5358\u306b\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u9ad8\u5ea6\u306a\u5206\u6790\u304c\u53ef\u80fd\u3067\u3042\u308a\u306a\u304c\u3089\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u64cd\u4f5c\u611f\u306a\u305f\u3081\u3001\u5fc5\u8981\u306a\u4f5c\u696d\u306e\u3082\u5b9f\u65bd\u3057\u305f\u3044\u65b9\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.elastic.co\/jp\/kibana\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.elastic.co\/jp\/kibana\/<\/a><\/p>\n<h3>Redash<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14455\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Redash-1024x630.png\" alt=\"Redash\" width=\"1024\" height=\"630\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/redash.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Redash<\/a><\/span><\/p>\n<p>Redash\u306f\u3001SQL\u306b\u3088\u308b\u5206\u6790\u7d50\u679c\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u53ef\u8996\u5316\u3067\u304d\u308bOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Redash\u306f\u3001\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3068\u306f\u3084\u3084\u7570\u306a\u308a\u3001\u4e3b\u306b\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306eBI\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span>\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u3057\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002SQL\u5206\u6790\u306e\u7d50\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u3001\u3084\u3084\u30de\u30a4\u30ca\u30fc\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c7\u30fc\u30bf\u96c6\u8a08<\/li>\n<li>OLAP\u5206\u6790<\/li>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Redash\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Redash\u306f\u3001MySQL\u3084PostgreSQL\u3001BigQuery\u306a\u3069\u3068\u9023\u643a\u3057\u3066\u5229\u7528\u3057\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u5206\u6790\u7d50\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001URL\u3072\u3068\u3064\u3067\u7c21\u5358\u306b\u5171\u6709\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u7f6e\u3057\u3066\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3067\u901a\u77e5\u3092\u884c\u3046\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/redash.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/redash.io\/<\/a><\/p>\n<h3>Graylog<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14456\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Graylog-1024x555.png\" alt=\"Graylog\" width=\"1024\" height=\"555\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.graylog.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Graylog<\/a><\/span><\/p>\n<p>Graylog\u306f\u3001\u30ed\u30b0\u7ba1\u7406\u306b\u6d3b\u7528\u3067\u304d\u308bOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p>Graylog\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u524d\u51e6\u7406\u307e\u3067\u81ea\u52d5\u3067\u5b9f\u884c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30ed\u30b0\u89e3\u6790\u3092\u5f97\u610f\u3068\u3057\u3066\u3044\u3066\u3001API\u3084\u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u3063\u3066\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/strong><\/span>Elasticsearch\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u3001\u52b9\u7387\u306e\u826f\u3044\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>\u30c7\u30fc\u30bf\u53ce\u96c6<\/li>\n<li>\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Graylog\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Graylog\u306f\u3001\u30ed\u30b0\u7ba1\u7406\u3084\u30ed\u30b0\u306e\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u884c\u3044\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>Elasticsearch\u3092\u4f7f\u3063\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u53ef\u80fd\u3067\u3001\u5206\u6790\u7d50\u679c\u306f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3067\u304d\u307e\u3059\u3002\u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u62e1\u5f35\u6027\u3082\u9ad8\u304f\u3001\u5e45\u5e83\u3044\u74b0\u5883\u3067\u30ed\u30b0\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.graylog.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.graylog.org\/<\/a><\/p>\n<h3>Metabase<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-14454\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2021\/11\/Metabase-1024x470.jpg\" alt=\"Metabase\" width=\"1024\" height=\"470\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 8pt;\">\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/www.metabase.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Metabase<\/a><\/span><\/p>\n<p>Metabase\u306f\u3001Metabase\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u958b\u767a\u3057\u305fOSS\u306eBI\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h4 class=\"icon-magic-wand\">\u3000\u30c4\u30fc\u30eb\u306e\u7279\u5fb4<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Metabase\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30b0\u30e9\u30d5\u5316\u3084\u53ef\u8996\u5316\u306b\u5f37\u307f\u3092\u6301\u3064\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/span>\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001SQL\u306a\u3069\u306e\u77e5\u8b58\u304c\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u64cd\u4f5c\u3067\u304d\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5\u306e\u7a2e\u985e\u304c\u8c4a\u5bcc\u306a\u306e\u3067\u3001\u898b\u3084\u3059\u304f\u308f\u304b\u308a\u3084\u3059\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box\">\n<h4>\u4e3b\u306a\u6a5f\u80fd<\/h4>\n<ul>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n<li>Automatic exploration<\/li>\n<li>\u30a2\u30e9\u30fc\u30c8<\/li>\n<\/ul>\n<\/div>\n<h4 class=\"icon-coin-yen\">\u3000\u6599\u91d1<\/h4>\n<p>Metabase\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BiconBg icon-pushpin bgc-VPlime\">\n<h4>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\uff01<\/h4>\n<p><span class=\"marker-thickYellow\"><strong>Metabase\u306f\u3001\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3092\u30e1\u30a4\u30f3\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/strong><\/span>\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u6a5f\u80fd\u306a\u3069\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u304c\u591a\u3044\u30b7\u30fc\u30f3\u3067\u306e\u4f7f\u3044\u52dd\u624b\u304c\u3088\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u81ea\u7531\u5ea6\u306e\u9ad8\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5185\u5bb9\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u8868\u793a\u5f62\u5f0f\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h4 class=\"icon-link\">\u3000URL<\/h4>\n<p><a href=\"https:\/\/www.metabase.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.metabase.com\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>BI\u30c4\u30fc\u30eb\u3068\u4f75\u7528\u3067\u304d\u308b\u30aa\u30b9\u30b9\u30e1\u306e\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb<\/h2>\n<p>\u3053\u308c\u307e\u3067\u306b\u7d39\u4ecb\u3057\u305fBI\u30c4\u30fc\u30eb\u4ee5\u5916\u306b\u3082\u3001\u304a\u3059\u3059\u3081\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002WEB\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u65b9\u306b\u7279\u306b\u304a\u3059\u3059\u3081\u3068\u306a\u308b\u306e\u304c\u3001BI\u3068\u9023\u643a\u53ef\u80fd\u306a\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h3>BI\u30c4\u30fc\u30eb\u3068\u4f75\u7528\u53ef\u80fd\u306a\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u306e\u7406\u7531<\/h3>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3042\u308b\u7406\u7531\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"\u304a\u3059\u3059\u3081\u306e\u7406\u7531\">\n<ol>\n<li>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u696d\u52d9\u3092\u77ed\u7e2e\u3067\u304d\u308b<\/li>\n<li>\u898b\u3084\u3059\u3044\u30ec\u30dd\u30fc\u30c8\u304c\u81ea\u52d5\u3067\u4f5c\u6210\u3067\u304d\u308b<\/li>\n<li>\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u30001.\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u696d\u52d9\u3092\u77ed\u7e2e\u3067\u304d\u308b<\/h4>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u65e5\u3005\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u696d\u52d9\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u96c6\u8a08\u3059\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3084\u91cf\u304c\u591a\u3044\u3068\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3060\u3051\u3067\u3082\u975e\u5e38\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u62bd\u51fa\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u307e\u3067\u3059\u3079\u3066\u81ea\u52d5\u3067\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u751f\u7523\u7684\u306a\u696d\u52d9\u306b\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30002.\u898b\u3084\u3059\u3044\u30ec\u30dd\u30fc\u30c8\u304c\u81ea\u52d5\u3067\u4f5c\u6210\u3067\u304d\u308b<\/h4>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u8c4a\u5bcc\u306b\u7528\u610f\u3057\u3066\u3042\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3084\u8272\u4f7f\u3044\u3001\u30c7\u30fc\u30bf\u306e\u4e26\u3079\u65b9\u306a\u3069\u306b\u982d\u3092\u60a9\u307e\u305b\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span class=\"marker-thickYellow\"><strong>\u8ab0\u3067\u3082\u540c\u3058\u3088\u3046\u306b\u898b\u3084\u3059\u3044\u30ec\u30dd\u30fc\u30c8\u304c\u4f5c\u308c\u308b\u306e\u3067\u3001\u5c5e\u4eba\u7684\u306b\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u30003.\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd<\/h4>\n<p>\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u3001\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u4f8b\u3048\u3070WEB\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3064\u3064\u3001\u30c7\u30fc\u30bf\u3092\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3078\u3082\u9023\u643a\u3057\u3066\u3001BI\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u65bd\u3059\u308b\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3082\u53ef\u80fd\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u304a\u3059\u3059\u3081\u306e\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u300cDatabeat\u300d<\/h3>\n<p><a href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=screenshot&amp;utm_content=top\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19651\" src=\"https:\/\/www.data-be.at\/magazine\/wp-content\/uploads\/2024\/11\/4b1f6b066f72daec0a0a60240f584b16-768x434.png\" alt=\"Databeat\" width=\"1024\" height=\"661\" \/><\/a><\/p>\n<p>Databeat\u306f\u3001\u5e83\u544a\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u4f5c\u6210\u304c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002WEB\u5e83\u544a\u3092\u4e2d\u5fc3\u306b\u305d\u306e\u4ed6\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u5fc5\u8981\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3001\u3059\u3079\u3066\u81ea\u52d5\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u300cDatabeat\u300d\u306e3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>Databeat\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-BsubTradi bgc-white es-borderSolidM es-radius brc-DPred\" title=\"3\u3064\u306e\u6d3b\u7528\u30dd\u30a4\u30f3\u30c8\">\n<ol>\n<li>\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u30fb\u66f4\u65b0\u3057\u3066\u5e38\u306b\u6700\u65b0\u306e\u72b6\u614b\u3067\u4fdd\u6301<\/li>\n<li>Looker Studio\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u30c7\u30fc\u30bf\u51fa\u529b\u304c\u53ef\u80fd<\/li>\n<li>\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u7c21\u5358\u306b\u60c5\u5831\u5171\u6709\u304c\u53ef\u80fd<\/li>\n<\/ol>\n<\/div>\n<h4 class=\"icon-checkbox-checked\">\u3000\u5e83\u544a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u53ce\u96c6\u30fb\u66f4\u65b0\u3057\u3066\u5e38\u306b\u6700\u65b0\u306e\u72b6\u614b\u3067\u4fdd\u6301<\/h4>\n<p>Databeat\u306f\u3001\u5e83\u544a\u306e\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u76f4\u63a5\u81ea\u52d5\u3067\u53ce\u96c6\u3057\u307e\u3059\u3002\u66f4\u65b0\u3082\u81ea\u52d5\u3067\u884c\u308f\u308c\u307e\u3059\u306e\u3067\u3001\u5e38\u306b\u6700\u65b0\u306e\u60c5\u5831\u304cDatabeat\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u306f\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u304c\u53cd\u6620\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u308f\u3056\u308f\u3056\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u76f4\u63a5\u78ba\u8a8d\u3057\u306a\u304f\u3066\u3082\u3001\u73fe\u72b6\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000Looker Studio\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u30c7\u30fc\u30bf\u51fa\u529b\u304c\u53ef\u80fd<\/h4>\n<p>Databeat\u3067\u4e00\u5143\u7ba1\u7406\u3057\u3066\u3044\u308b\u60c5\u5831\u306f\u3001Looker Studio\u3084Tableau\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3078\u306e\u51fa\u529b\u304c\u53ef\u80fd\u3067\u3059\u3002<span class=\"marker-thickYellow\"><strong>WEB\u5e83\u544a\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306f\u3001Databeat\u3067\u30c7\u30fc\u30bf\u96c6\u8a08\u3092\u884c\u3044\u3064\u3064\u3001BI\u30c4\u30fc\u30eb\u3067\u8a73\u7d30\u306a\u5206\u6790\u3084\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30ba\u3092\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h4 class=\"icon-checkbox-checked\">\u3000\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u7c21\u5358\u306b\u60c5\u5831\u5171\u6709\u304c\u53ef\u80fd<\/h4>\n<p>Databeat\u306f\u81ea\u52d5\u3067\u751f\u6210\u3055\u308c\u308b\u30ec\u30dd\u30fc\u30c8\u3084\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u60c5\u5831\u306e\u53ef\u8996\u5316\u304c\u884c\u3048\u307e\u3059\u3002<span class=\"marker-thickYellow\"><strong>\u3053\u308c\u3089\u306f\u3001URL\u3084PDF\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3067\u7c21\u5358\u306b\u5171\u6709\u3067\u304d\u308b\u306e\u3067\u3001\u60c5\u5831\u9023\u643a\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/www.data-be.at\/?utm_source=media&amp;utm_medium=databeatmagazine&amp;utm_campaign=button&amp;utm_content=top\" target=\"_blank\" rel=\"noopener noreferrer\">Databeat\u30b5\u30fc\u30d3\u30b9\u30b5\u30a4\u30c8<\/a><\/div>\n<div><\/div>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3001\u65b0\u305f\u306a\u65bd\u7b56\u306e\u30d2\u30f3\u30c8\u3092\u5f97\u3089\u308c\u308b\u3068\u3044\u3063\u305f\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u73fe\u5728\u793e\u5185\u3067\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3067\u304d\u3066\u3044\u306a\u3044\u3001\u52b9\u7387\u826f\u304f\u5206\u6790\u304c\u884c\u3048\u3066\u3044\u306a\u3044\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u611f\u3058\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072BI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u6bb5\u968e\u3067\u3001BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u3082\u78ba\u8a8d\u3059\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001BI\u30c4\u30fc\u30eb\u306e\u8cbb\u7528\u306f\u7121\u6599\u306e\u3082\u306e\u304b\u3089\u9ad8\u984d\u306a\u3082\u306e\u307e\u3067\u3055\u307e\u3056\u307e\u3067\u3059\u3002\u8cbb\u7528\u3092\u6291\u3048\u3066BI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u74b0\u5883\u3067\u5229\u7528\u3059\u308b\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u6a5f\u80fd\u304c\u5fc5\u8981\u306a\u306e\u304b\u3092\u4e8b\u524d\u306b\u660e\u78ba\u306b\u3057\u305f\u4e0a\u3067\u9078\u5b9a\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u7121\u6599\u306e\u30c4\u30fc\u30eb\u3084\u5b89\u4fa1\u306a\u30c4\u30fc\u30eb\u306f\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u53cd\u9762\u3001\u5229\u7528\u3067\u304d\u308b\u6a5f\u80fd\u304c\u5c11\u306a\u3044\u3001\u5236\u9650\u304c\u3042\u308b\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u5341\u5206\u306b\u6d3b\u7528\u3067\u304d\u306a\u3044\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u306a\u3044\u3088\u3046\u306b\u3001\u6a5f\u80fd\u9762\u3082\u4f75\u305b\u3066\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001WEB\u5e83\u544a\u3092\u904b\u7528\u3057\u3066\u3044\u308b\u65b9\u306a\u3069\u306f\u3001\u6700\u5f8c\u306b\u7d39\u4ecb\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306b\u7279\u5316\u3057\u305fBI\u30c4\u30fc\u30eb\u300cDatabeat\u300d\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002Databeat\u306f\u4ed6\u306eBI\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3082\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u7528\u306eBI\u30c4\u30fc\u30eb\u3068\u4f75\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div 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\/>\n\u30fb\u4f4e\u4fa1\u683c\u3067\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044<\/p>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u30d5\u30a9\u30fc\u30e0\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3092\u5165\u529b\u306e\u3046\u3048\u3001\u9001\u4fe1\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nDatabeat\u306e\u8a73\u7d30\u306a\u8cc7\u6599\u3092\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<br \/>\n<script src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\" type=\"text\/javascript\" charset=\"utf-8\"><\/script><br \/>\n<script>\n  hbspt.forms.create({\n    portalId: \"7766344\",\n    formId: \"da1859f6-4b4b-4501-95d6-29d38508f625\"\n  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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":14534,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[4],"tags":[],"class_list":["post-14443","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bi-tool"],"_links":{"self":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/14443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/comments?post=14443"}],"version-history":[{"count":20,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/14443\/revisions"}],"predecessor-version":[{"id":19877,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/posts\/14443\/revisions\/19877"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/media\/14534"}],"wp:attachment":[{"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/media?parent=14443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/categories?post=14443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-be.at\/magazine\/wp-json\/wp\/v2\/tags?post=14443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}