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InsightHub<\/li>\n\n\n\n<li>\u30b0\u30fc\u30b0\u30eb\u30fb\u30af\u30e9\u30a6\u30c9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n<li>\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30ab\u30fb\u30d1\u30ef\u30fc\u30bb\u30f3\u30bf\u30fc<\/li>\n\n\n\n<li>\u30c7\u30eb\u30fb\u30d6\u30fc\u30df<\/li>\n\n\n\n<li>\u30bf\u30d6\u30ed\u30fc<\/li>\n\n\n\n<li>\u30a2\u30de\u30be\u30f3 \u30a6\u30a7\u30d6 \u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li>\u30bf\u30ec\u30f3\u30c9<\/li>\n\n\n\n<li>\u30d7\u30ed\u30d5\u30a3\u30ba\u30a3\u30fc<\/li>\n\n\n\n<li>\u30eb\u30c3\u30ab\u30fc<\/li>\n\n\n\n<li>\u30d1\u30ce\u30d7\u30e9\u30a4<\/li>\n\n\n\n<li>\u30b9\u30c6\u30c3\u30c1\u30c7\u30fc\u30bf<\/li>\n\n\n\n<li>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8Power BI<\/li>\n\n\n\n<li>\u30a2\u30bf\u30c3\u30ab\u30de\u30fb\u30ef\u30f3<\/li>\n\n\n\n<li>\u30d6\u30ec\u30f3\u30c9<\/li>\n\n\n\n<li>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30fb\u30a2\u30b8\u30e5\u30fc\u30eb<\/li>\n<\/ol>\n\n<p>QuestionPro 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\u307e\u305f\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u4f5c\u6210\u3057\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5fa9\u5143\u3059\u308b\u305f\u3081\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3067\u304d\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">15 \u7814\u7a76\u5b9f\u65bd\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb<\/h2>\n\n<p>\u3055\u3066\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u305d\u306e\u91cd\u8981\u306a\u90e8\u5206\u306f\u308f\u304b\u3063\u305f\u3002 \u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3092\u898b\u3066\u307f\u3088\u3046\u3002<\/p>\n\n<p>\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u6700\u3082\u4fbf\u5229\u306a15\u306e\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u3001\u3082\u3063\u3068\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089\u3092\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">1.QuestionPro\u30a4\u30f3\u30b5\u30a4\u30c8\u30cf\u30d6<\/h3>\n\n<p>QuestionPro InsightsHub\u306f\u30012023\u5e74\u306e\u5e02\u5834\u3067\u6700\u3082\u4fbf\u5229\u3067\u6709\u76ca\u306a<a href=\"https:\/\/www.questionpro.com\/blog\/ja\/data-management-software-2\/\">\u30c7\u30fc\u30bf\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e<\/a>1\u3064\u3067\u3059\u3002 \u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3067\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u30fb\u30c1\u30fc\u30e0\u306e\u7d44\u7e54\u5316\u3068\u9069\u5fdc\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u3067\u3001\u30ea\u30b5\u30fc\u30c1\u306e\u6539\u5584\u3092\u4fc3\u9032\u3059\u308b\u3002 CRM\u3068\u540c\u3058\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u304c\u3001\u6d1e\u5bdf\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n<p>\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3092\u7c21\u5358\u306b\u3057\u3001\u7121\u5236\u9650\u306e\u30d3\u30e5\u30fc\u30a2\u30fb\u30a2\u30af\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002 \u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n<ul>\n<li>\u8abf\u67fb\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3001\u5206\u6790\u3001\u691c\u7d22\u3001\u767a\u898b\u3059\u308b\u305f\u3081\u306e\u5358\u4e00\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8868\u793a\u304a\u3088\u3073\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4e3b\u8981\u306a\u5229\u5bb3\u95a2\u4fc2\u8005\u306e\u305f\u3081\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ec\u30dd\u30fc\u30c8\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u610f\u601d\u6c7a\u5b9a\u3092\u59a8\u3052\u308b\u3053\u3068\u306a\u304f\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u7d44\u7e54\u306e\u65b0\u305f\u306a\u5c55\u671b\u3092\u898b\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5f37\u529b\u306a\u7d71\u5408\u6a5f\u80fd\u306b\u3088\u308a\u3001\u65e2\u5b58\u306e\u7814\u7a76\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3084\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u306e\u7d71\u5408\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u53f3\u304b\u3089\u5de6\u3078\u306e\u6587\u5b57\u30bb\u30c3\u30c8\u3084\u30c0\u30d6\u30eb\u30d0\u30a4\u30c8\u6587\u5b57\u30bb\u30c3\u30c8\u3092\u542b\u308050\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d99\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">2.\u30b0\u30fc\u30b0\u30eb\u30fb\u30af\u30e9\u30a6\u30c9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/h3>\n\n<p>Google Cloud\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u5404\u7a2e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002 \u7570\u306a\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d50\u3073\u3064\u3051\u308b<a href=\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%ae%e5%8a%b9%e7%8e%87%e5%8c%96%ef%bc%9a%e3%81%9d%e3%81%ae%e6%84%8f%e5%91%b3%e3%81%a8%e6%94%b9%e5%96%84%e6%96%b9%e6%b3%95\/\">\u52b9\u7387\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u304c<\/a>\u4ed8\u5c5e\u3057\u3066\u3044\u308b\u306e\u3067\u4fbf\u5229\u3060\u3002<\/p>\n\n<p>Google Cloud\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\uff1a<\/p>\n\n<ul>\n<li>\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u5206\u6790\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u306e\u305f\u3081\u306eGoogle Data Studio\u3002<\/li>\n\n\n\n<li>\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308bGoogle BigQuery\u3002<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u3068AI\u306b\u3088\u308b\u5206\u6790<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u5c0e\u5165\u65b9\u6cd5\u306b\u3088\u308b<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">3.\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30ab \u30d1\u30ef\u30fc\u30bb\u30f3\u30bf\u30fc<\/h3>\n\n<p>Informatica PowerCenter\u306f\u3001\u3042\u308b\u30bd\u30fc\u30b9\u304b\u3089\u5225\u306e\u30bd\u30fc\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u5927\u304d\u304f\u652f\u63f4\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/p>\n\n<p>Informatica PowerCenter\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u91cd\u8981\u306a\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li>\u3059\u3050\u306b\u4f7f\u3048\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u3088\u308a\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u304c\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u30b9\u30af\u30ea\u30d7\u30c8\u4e0d\u8981\u306e\u30c7\u30fc\u30bf\u691c\u8a3c<\/li>\n\n\n\n<li>\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u3001XML\u3001JSON\u3001PDF\u3001Microsoft Office\u3001IoT\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5909\u63db\u3002<\/li>\n\n\n\n<li>\u30e1\u30bf\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u7ba1\u7406\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3001\u5f71\u97ff\u3001\u7cfb\u7d71\u3092\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">4.\u30c7\u30eb\u30fb\u30d6\u30fc\u30df<\/h3>\n\n<p>Dell Boomi\u306f\u3001\u30af\u30e9\u30a6\u30c9\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u6700\u9ad8\u7d1a\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30fb\u30af\u30e9\u30a6\u30c9\u30fb\u30a4\u30f3\u30d5\u30e9\u5168\u4f53\u3067\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n<p>\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n<ul>\n<li>Dell Boomi\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u30ed\u30fc\u30b3\u30fc\u30c9\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3059\u308b\u524d\u306b\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u901a\u4fe1\u3067\u304d\u308b\u30bd\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u78ba\u7acb\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30fb\u30b9\u30c1\u30e5\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u91cd\u8907\u3084\u30c7\u30fc\u30bf\u5165\u529b\u30df\u30b9\u3092\u30c1\u30fc\u30e0\u306b\u901a\u77e5\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u8a2d\u5b9a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u4fa1\u683c\u30e2\u30c7\u30eb<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">5.\u30bf\u30d6\u30ed\u30fc<\/h3>\n\n<p>Tableau\u306f\u3001\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u6700\u3082\u6709\u540d\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u306e1\u3064\u3067\u3042\u308b\u3002 \u3053\u308c\u306f\u3001\u4eba\u3005\u304c\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3057\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002<\/p>\n\n<p>\u3053\u308c\u3089\u304cTableau\u306e\u5927\u304d\u306a\u7279\u5fb4\u3067\u3042\u308b\uff1a<\/p>\n\n<ul>\n<li>Tableau\u306f\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u8eab\u8fd1\u3067\u4fbf\u5229\u306a\u3082\u306e\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30fb\u30de\u30c3\u30d7\u3092\u81ea\u52d5\u7684\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u7c21\u5358\u306b\u63a5\u7d9a\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d70\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">6.\u30a2\u30de\u30be\u30f3\u30fb\u30a6\u30a7\u30d6\u30fb\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n<p>\u30a2\u30de\u30be\u30f3\u30fb\u30a6\u30a7\u30d6\u30fb\u30b5\u30fc\u30d3\u30b9\uff08AWS\uff09\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3002 \u30a2\u30de\u30be\u30f3\u306e\u5b50\u4f1a\u793e\u306f\u3001\u5f93\u91cf\u5236\u306e\u30af\u30e9\u30a6\u30c9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068API\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n<p>\u30a2\u30de\u30be\u30f3\u30fb\u30a6\u30a7\u30d6\u30fb\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6ce8\u76ee\u3059\u3079\u304d\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\uff1a<\/p>\n\n<ul>\n<li>Amazon Glacier\u306f\u30c7\u30fc\u30bf\u3092\u9577\u671f\u9593\u4fdd\u5b58\u3057\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u3002<\/li>\n\n\n\n<li>SQL \u30d9\u30fc\u30b9\u306e\u5206\u6790\u7528 Amazon Athena<\/li>\n\n\n\n<li>Amazon QuickSight\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>Amazon Redshift\u306f\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u4f7f\u7528\u3055\u308c\u308b<\/li>\n\n\n\n<li>\u65b0\u30b5\u30fc\u30d3\u30b9\u3054\u3068\u306b\u500b\u5225\u306e\u8acb\u6c42<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u5c0e\u5165\u65b9\u6cd5\u306b\u3088\u308b<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">7.\u30bf\u30ec\u30f3\u30c9<\/h3>\n\n<p>Talend\u306f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u4f01\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u304a\u3088\u3073\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30aa\u30fc\u30d7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u5909\u63db\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u9078\u629e\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p>\n\n<p>\u4ee5\u4e0b\u306fTalend\u306e\u6700\u3082\u6ce8\u76ee\u3059\u3079\u304d\u6a5f\u80fd\u3067\u3042\u308b\uff1a<\/p>\n\n<ul>\n<li>\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001\u696d\u754c\u6a19\u6e96\u306e\u30b3\u30cd\u30af\u30bf\u30fc\u3092\u4ecb\u3057\u3066\u8907\u6570\u306e\u30bd\u30fc\u30b9\u30fb\u30b7\u30b9\u30c6\u30e0\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u6a5f\u80fd\u3002<\/li>\n\n\n\n<li>\u95a2\u9023\u3059\u308b\u3059\u3079\u3066\u306e\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u3067\u7d71\u4e00\u3055\u308c\u305f\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d1170\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">8.\u30d7\u30ed\u30d5\u30a3\u30fc\u30bc<\/h3>\n\n<p>Profisee\u306f\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u3068\u7814\u7a76\u306e\u4e21\u65b9\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u4fe1\u983c\u3067\u304d\u308b\u9069\u5207\u306a\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u63d0\u4f9b\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.questionpro.com\/real-time-governance\/\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u3084<\/a>\u9032\u6357\u6e2c\u5b9a\u306a\u3069\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30d9\u30fc\u30b9\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u624b\u9806\u3092\u8ab2\u3057\u3001\u30c7\u30fc\u30bf\u30b9\u30c1\u30e5\u30ef\u30fc\u30c9\u306b\u30c7\u30fc\u30bf\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\u6a29\u9650\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<p>\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n<ul>\n<li>Profisee\u306f\u3001\u751f\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u30de\u30c3\u30c1\u30f3\u30b0\u3001\u6a19\u6e96\u5316\u3092\u3059\u3079\u3066\u884c\u3044\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u30b0\u30ed\u30fc\u30d0\u30eb\u4f01\u696d\u306e\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u3092\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u53ce\u96c6\u3059\u308b\u305f\u3081\u3001\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u30fc\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u307e\u305f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53cc\u65b9\u5411\u306e\u7d71\u5408\u3082\u53ef\u80fd\u3060\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7d71\u5408\u3082\u53ef\u80fd\u3060\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">9.\u30eb\u30c3\u30ab\u30fc<\/h3>\n\n<p>Looker\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u5206\u6790\u304a\u3088\u3073\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u512a\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u6a5f\u80fd\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002 \u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3067\u30ec\u30dd\u30fc\u30c8\u3092\u8868\u793a\u3001\u5206\u6790\u3001\u914d\u5e03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>Looker\u306e\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n<ul>\n<li>\u898b\u3084\u3059\u304f\u64cd\u4f5c\u3082\u7c21\u5358\u3002<\/li>\n\n\n\n<li>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u62bd\u51fa\u7269\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u76f4\u63a5\u63a5\u7d9a\u3002<\/li>\n\n\n\n<li>\u512a\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u8ffd\u52a0\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u3001\u6709\u7528\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">10.\u30d1\u30ce\u30d7\u30e9\u30a4<\/h3>\n\n<p>Panoply\u306f\u30af\u30e9\u30a6\u30c9\u7528\u306b\u69cb\u7bc9\u3055\u308c\u305f\u4fbf\u5229\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u306e1\u3064\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3068\u7d71\u5408\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u4f7f\u3044\u3084\u3059\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u3092\u542b\u3080\u3055\u307e\u3056\u307e\u306a\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u306e\u30c1\u30fc\u30e0\u304c\u4f7f\u7528\u3067\u304d\u308b\u3002<\/p>\n\n<p>\u91cd\u8981\u306a\u3053\u3068\u306f\u3044\u304f\u3064\u304b\u3042\u308b\uff1a<\/p>\n\n<ul>\n<li>\u4f7f\u3044\u3084\u3059\u3044\u7ba1\u7406\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u7ba1\u7406\u3001\u30af\u30a8\u30ea\u30fc\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u306a\u3069\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/li>\n\n\n\n<li>Looker\u3001Tableau\u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u53ef\u8996\u5316\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u63a5\u7d9a\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d399\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">11.\u30b9\u30c6\u30c3\u30c1\u30c7\u30fc\u30bf<\/h3>\n\n<p>\u30b9\u30c6\u30a3\u30c3\u30c1\u30fb\u30c7\u30fc\u30bf\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3084\u8907\u88fd\u306a\u3069\u591a\u304f\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002 \u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u79fb\u52d5\u3057\u3001\u3059\u3050\u306b\u5206\u6790\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<p>\u30b9\u30c6\u30a3\u30c3\u30c1\u30fb\u30c7\u30fc\u30bf\u306e\u6700\u3082\u91cd\u8981\u306a\u90e8\u5206\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\uff1a<\/p>\n\n<ul>\n<li>\u30c7\u30fc\u30bf\u30fb\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u304c\u7c21\u5358\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u89e3\u6c7a\u6a5f\u80fd\u306b\u3088\u308a\u3001\u969c\u5bb3\u3084\u901a\u77e5\u306b\u5bfe\u51e6\u3059\u308b\u3002<\/li>\n\n\n\n<li>API\u3068JSON\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3063\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u306b\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u30d7\u30c3\u30b7\u30e5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d100\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">12.Microsoft Power BI<\/h3>\n\n<p>Microsoft Power BI\u306f\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u4e21\u65b9\u304c\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u901a\u3058\u3066\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n<p>Microsoft Power BI\u306e\u30cf\u30a4\u30e9\u30a4\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u3088\u3046\uff1a<\/p>\n\n<ul>\n<li>\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3067\u3001MS Excel\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>Power BI\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30cd\u30af\u30bf\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d9.99\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">13.\u30a2\u30bf\u30c3\u30ab\u30de\u30fb\u30ef\u30f3<\/h3>\n\n<p>Ataccama ONE\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3001\u30af\u30e9\u30a6\u30c9\u3001\u307e\u305f\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u3067\u4f7f\u7528\u3067\u304d\u308b\u81ea\u52d5\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u3053\u306eAI\u3092\u642d\u8f09\u3057\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u5c55\u958b\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/p>\n\n<p>\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u767a\u898b\u3068\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u5206\u985e\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8a2d\u5b9a\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u767a\u898b\u3092\u81ea\u52d5\u5316\u3002<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u7a2e\u985e\u306e\u30b3\u30cd\u30af\u30bf\u30fc\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">14.\u30d6\u30ec\u30f3\u30c9<\/h3>\n\n<p>Blendo\u306f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001\u52b9\u7387\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u591a\u304f\u306e\u30bd\u30fc\u30b9\u306b\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\u6a5f\u80fd\u3059\u308b\u3002 \u884c\u52d5\u30c7\u30fc\u30bf\u7ba1\u7406\u6280\u8853\u3092\u4f7f\u3063\u3066\u95a2\u9023\u30c7\u30fc\u30bf\u3092\u898b\u3064\u3051\u3001\u6e96\u5099\u3059\u308b\u3002<\/p>\n\n<p>\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n<ul>\n<li>\u6570\u56de\u306e\u30af\u30ea\u30c3\u30af\u3067\u591a\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u63a5\u7d9a\u3002<\/li>\n\n\n\n<li>MS SQL Server\u3001PostgreSQL\u3001Panoply\u3001Amazon Redshift\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u8ee2\u9001\u3002<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u306e\u5c65\u6b74\u30c7\u30fc\u30bf\u304c\u30ed\u30fc\u30c9\u3055\u308c\u3001\u540c\u671f\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li>\u6700\u9069\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u8b58\u5225\u3001\u6e96\u5099\u3092\u81ea\u52d5\u5316\u3002<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\u6708\u984d150\u30c9\u30eb\u304b\u3089<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">15.\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30fb\u30a2\u30b8\u30e5\u30fc\u30eb<\/h3>\n\n<p>Microsoft Azure\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6570\u591a\u304f\u306e\u69cb\u6210\u306e\u9078\u629e\u80a2\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002 \u307e\u305f\u3001Azure\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3067\u304d\u308b\u6570\u591a\u304f\u306e\u5206\u6790\u30c4\u30fc\u30eb\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u3002<\/p>\n\n<p>\u4e3b\u306a\u30b5\u30fc\u30d3\u30b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n<ul>\n<li>VM\u4e0a\u3067\u7a3c\u50cd\u3059\u308bSQL\u30b5\u30fc\u30d0\u30fc\u3068\u4e00\u822c\u7684\u306aSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/li>\n\n\n\n<li>\u30d0\u30f3\u30c9\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8<\/li>\n\n\n\n<li>\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u5c55\u958b<\/li>\n\n\n\n<li>Azure Data Explorer\u306f\u3001\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u751f\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u691c\u67fb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>ELT\/ETL\u30b5\u30fc\u30d3\u30b9\u306e\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u306aPanoply\u7d71\u5408<\/li>\n<\/ul>\n\n<p><strong>\u4fa1\u683c\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u5b9f\u88c5\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n<p class=\"has-text-align-center\">LEARN ABOUT\uff1a<a href=\"https:\/\/www.questionpro.com\/blog\/best-tools-for-researchers\/\">\u7814\u7a76\u8005\u306e\u305f\u3081\u306e12\u306e\u30d9\u30b9\u30c8\u30c4\u30fc\u30eb<\/a><\/p>\n\n<h2 class=\"wp-block-heading\">QuestionPro InsightsHub\u3092\u4f7f\u3063\u305f\u30ea\u30b5\u30fc\u30c1\u306e\u5b9f\u65bd<\/h2>\n\n<p>QuestionPro InsightsHub\u306f\u3001\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u30c1\u30fc\u30e0\u304c\u3088\u308a\u6574\u7406\u3055\u308c\u3001\u3088\u308a\u67d4\u8edf\u306b\u306a\u308a\u3001\u3088\u308a\u826f\u3044<a href=\"https:\/\/www.questionpro.com\/blog\/ja\/%e7%a0%94%e7%a9%b6%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%e3%80%82%e5%ae%9a%e7%be%a9%e3%80%81%e6%96%b9%e6%b3%95%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e4%be%8b\/\">\u30ea\u30b5\u30fc\u30c1\u3092<\/a>\u884c\u3046\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n<p>CRM\u3068\u540c\u69d8\u306e\u6a5f\u80fd\u3092\u6301\u3064\u304c\u3001\u6d1e\u5bdf\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\uff01 \u305d\u306e\u305f\u3081\u3001\u5b64\u7acb\u3057\u305f\u7814\u7a76\u3084\u767a\u898b\u304c\u306a\u304f\u306a\u308a\u3001\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306e\u96e2\u8131\u306b\u4f34\u3046\u60c5\u5831\u306e\u640d\u5931\u3082\u306a\u304f\u306a\u308b\u3002<\/p>\n\n<p>InsightsHub\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u3084\u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002 \u30ea\u30b5\u30fc\u30c1\u7d42\u4e86\u5f8c\u3001\u5404\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4ed6\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u30ea\u30f3\u30af\u3055\u305b\u3001\u91cd\u8981\u306a\u767a\u898b\u3084\u30ca\u30b2\u30c3\u30c8\u3092\u5404\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u306b\u4fdd\u7ba1\u3057\u3001\u5f8c\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<p>QuestionPro InsightsHub\u306f\u3001\u30c1\u30fc\u30e0\u306e\u305f\u3081\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li><strong>\u5f37\u529b\u306a\u7d71\u5408\uff1a<\/strong>QuestionPro InsightsHub\u3092\u65e2\u5b58\u306e\u30ea\u30b5\u30fc\u30c1\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7d71\u5408\u3057\u3066\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u7c21\u5358\u306b\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8a00\u8a9e\u5bfe\u5fdc\uff1a<\/strong>\u30a2\u30e9\u30d3\u30a2\u8a9e\u3084\u30d8\u30d6\u30e9\u30a4\u8a9e\u306e\u3088\u3046\u306a\u53f3\u304b\u3089\u5de6\u3078\u306e\u66f8\u8a18\u4f53\u7cfb\u3084\u3001\u4e2d\u56fd\u8a9e\u3084\u65e5\u672c\u8a9e\u306e\u3088\u3046\u306a\u30c0\u30d6\u30eb\u30d0\u30a4\u30c8\u6587\u5b57\u30bb\u30c3\u30c8\u3092\u542b\u308050\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\uff1a<\/strong>QuestionPro InsightsHub\u306f\u3001GDPR\u3001HIPAA\u3001CCPA\u3001FEDRAMP\u3001Section 508\u306a\u3069\u306e\u9023\u90a6\u304a\u3088\u3073\u5730\u57df\u306e\u57fa\u6e96\u306b\u6e96\u62e0\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5b89\u5fc3\u3057\u3066\u8abf\u67fb\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u6c11\u4e3b\u5316\uff1a <\/strong>\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u60c5\u5831\u3068\u5358\u4e00\u306e\u771f\u5b9f\u306e\u30bd\u30fc\u30b9\u304c\u3042\u308c\u3070\u3001\u7d44\u7e54\u306f\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u59a8\u3052\u308b\u3053\u3068\u306a\u304f\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7d71\u5408\u30ea\u30dd\u30b8\u30c8\u30ea\uff1a <\/strong>\u5358\u4e00\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8868\u793a\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u3001\u3059\u3079\u3066\u306e\u7814\u7a76\u30c7\u30fc\u30bf\u3092\u4e00\u7b87\u6240\u3067\u6574\u7406\u3001\u691c\u7d22\u3001\u63a2\u7d22\u3001\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u7d71\u8a08\u3067\u6709\u610f\u7fa9\u306a\u6d1e\u5bdf\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 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