{"id":796461,"date":"2022-05-23T08:37:38","date_gmt":"2022-05-23T08:37:38","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/"},"modified":"2022-05-23T08:37:38","modified_gmt":"2022-05-23T08:37:38","slug":"%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/","title":{"rendered":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u30a2\u30e1\u30ea\u30ab\u306e\u6570\u5b66\u8005\u30b8\u30e7\u30f3\u30fb\u30c6\u30e5\u30fc\u30ad\u30fc\u306f\u30011970\u5e74\u4ee3\u306b\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\uff08EDA\uff09\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002 \u73fe\u5728\u3067\u3082\u3001EDA\u6280\u8853\u306f\u30c7\u30fc\u30bf\u767a\u898b\u30d7\u30ed\u30bb\u30b9\u3067\u5e83\u304f\u4f7f\u308f\u308c\u308b\u624b\u6cd5\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002 EDA\u306f\u3001\u5f62\u5f0f\u7684\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3084\u4eee\u8aac\u691c\u8a3c\u3092\u8d8a\u3048\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5909\u6570\u3068\u305d\u306e\u95a2\u4fc2\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5e83\u3044\u6249\u3092\u958b\u304f\u3002 \u307e\u305f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u7528\u3044\u305f\u7d71\u8a08\u624b\u6cd5\u304c\u9069\u5207\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<h2><b>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\uff08EDA\uff09\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u30fb\u8abf\u67fb\u3059\u308b\u969b\u306b\u5e83\u304f\u7528\u3044\u3089\u308c\u3001\u30c7\u30fc\u30bf\u306e\u4e3b\u306a\u7279\u5fb4\u3092\u307e\u3068\u3081\u3066\u53ef\u8996\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3057\u3001\u7570\u5e38\u3092\u767a\u898b\u3057\u3001\u4eee\u8aac\u691c\u8a3c\u3092\u884c\u3044\u3001\u4eee\u8aac\u3092\u7acb\u3066\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3064\u307e\u308a\u3001\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u3001\u4e0e\u3048\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u64cd\u4f5c\u3057\u3066\u3001\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u624b\u6cd5\u3068\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<h2><b>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u3057\u3066\u3044\u304b\u306b\u91cd\u8981\u304b<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">EDA\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u4eee\u5b9a\u3092\u7acb\u3066\u308b\u524d\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6df1\u304f\u89b3\u5bdf\u3057\u3001\u660e\u3089\u304b\u306a\u30a8\u30e9\u30fc\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u3001\u5916\u308c\u5024\u3084\u7570\u5e38\u306a\u4e8b\u8c61\u3092\u628a\u63e1\u3057\u3001\u6700\u5f8c\u306b\u5909\u6570\u9593\u306e\u523a\u6fc0\u7684\u306a\u95a2\u4fc2\u3092\u898b\u51fa\u3059\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002 \u307e\u305a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u4f5c\u6210\u3059\u308b\u7d50\u679c\u304c\u59a5\u5f53\u3067\u3042\u308a\u3001\u5e0c\u671b\u3059\u308b\u76ee\u6a19\u306b\u9069\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001EDA\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u7b2c\u4e8c\u306b\u3001EDA\u306f\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u304c\u5e38\u306b\u6b63\u3057\u3044\u8cea\u554f\u3092\u3059\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u6a19\u6e96\u504f\u5dee\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u3001\u4fe1\u983c\u533a\u9593\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u306b\u3082\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u6700\u5f8c\u306b\u3001EDA\u304c\u5b8c\u4e86\u3057\u3001\u6d1e\u5bdf\u304c\u5f97\u3089\u308c\u305f\u3089\u3001\u305d\u306e\u6a5f\u80fd\u3092\u6a5f\u68b0\u5b66\u7fd2\u3092\u542b\u3080\u3088\u308a\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><b>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790 \u7a2e\u985e<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">EDA\u306b\u306f\u3001\u4e3b\u306b4\u3064\u306e\u30bf\u30a4\u30d7\u304c\u3042\u308a\u307e\u3059\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><b>\u4e00\u5909\u91cf\u975e\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\uff1a<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4e00\u5909\u91cf\u975e\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u306a\u5f62\u5f0f\u3067\u3059\u3002 \u3053\u3053\u3067\u306f\u30011\u3064\u306e\u5909\u6570\u3060\u3051\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u5358\u4e00\u5909\u6570\u3067\u3042\u308b\u305f\u3081\u3001\u539f\u56e0\u3084\u95a2\u4fc2\u6027\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3002 \u305d\u306e\u4ee3\u308f\u308a\u3001\u4e00\u5909\u91cf<a href=\"https:\/\/www.questionpro.com\/blog\/thematic-analysis\/\">\u30c6\u30fc\u30de<\/a>\u5206\u6790\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8a18\u8ff0\u3057\u3001\u305d\u306e\u4e2d\u306b\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><b>\u5358\u5909\u91cf\u30b0\u30e9\u30d5<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u975e\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306a\u624b\u6cd5\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002 \u305d\u306e\u305f\u3081\u3001\u3053\u3053\u3067\u306f\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306a\u624b\u6cd5\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u4e00\u5909\u91cf\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u4e00\u822c\u7684\u306a\u30bf\u30a4\u30d7\u306f\u3001\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1a  <\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>\u830e\u3068\u8449\u306e\u30d7\u30ed\u30c3\u30c8\uff1a<\/strong>\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u5024\u3068\u5206\u5e03\u306e\u5f62\u72b6\u3092\u793a\u3059\u3082\u306e\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\uff08\u68d2\u30b0\u30e9\u30d5\uff09\uff1a<\/strong>\u5404\u68d2\u30b0\u30e9\u30d5\u306f\u3001\u3042\u308b\u7bc4\u56f2\u306e\u5024\u306b\u5bfe\u3059\u308b\u75c7\u4f8b\u306e\u983b\u5ea6\uff08\u30ab\u30a6\u30f3\u30c8\uff09\u307e\u305f\u306f\u5272\u5408\uff08\u30ab\u30a6\u30f3\u30c8\/\u7dcf\u30ab\u30a6\u30f3\u30c8\uff09\u3092\u8868\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>\u7bb1\u3072\u3052\u56f3\uff1a<\/strong>\u6700\u5c0f\u5024\u3001\u7b2c1\u56db\u5206\u4f4d\u5024\u3001\u4e2d\u592e\u5024\u3001\u7b2c3\u56db\u5206\u4f4d\u5024\u3001\u6700\u5927\u5024\u306e5\u3064\u306e\u6570\u5024\u306e\u8981\u7d04\u3092\u30b0\u30e9\u30d5\u5316\u3057\u305f\u3082\u306e\u3002<\/span><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><b>\u591a\u5909\u91cf\u975e\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u306f\u30011\u3064\u4ee5\u4e0a\u306e\u5909\u6570\u304b\u3089\u767a\u751f\u3059\u308b\u3002 \u4e00\u822c\u306b\u3001\u591a\u5909\u91cf\u975e\u30b0\u30e9\u30d5\u30a3\u30ab\u30ebEDA\u6280\u8853\u306f\u3001\u30af\u30ed\u30b9\u96c6\u8a08\u3084\u7d71\u8a08\u306b\u3088\u3063\u30662\u3064\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u793a\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><b>\u591a\u5909\u91cf\u30b0\u30e9\u30d5<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u306f\u30012\u3064\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u306e\u95a2\u4fc2\u3092\u8868\u793a\u3057\u306a\u304c\u3089\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u56f3\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f\u68d2\u30b0\u30e9\u30d5\u3067\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306f\u5909\u6570\u306e1\u3064\u306e\u30ec\u30d9\u30eb\u3092\u8868\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u306e\u5404\u68d2\u306f\u4ed6\u306e\u5909\u6570\u306e\u30ec\u30d9\u30eb\u3092\u8868\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><b>\u591a\u5909\u91cf\u89e3\u6790\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u306f\u3001\u4ed6\u306b\u3088\u304f\u3042\u308b\u30bf\u30a4\u30d7\u304c\u3042\u308a\u307e\u3059\uff1a<\/b><\/p>\n<ul>\n<li><b>\u6563\u5e03\u56f3\uff1a <\/b><span style=\"font-weight: 400;\">\u3042\u308b\u5909\u6570\u304c\u4ed6\u306e\u5909\u6570\u306b\u3069\u308c\u3060\u3051\u5f71\u97ff\u3055\u308c\u308b\u304b\u3092\u793a\u3059\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u70b9\u3092\u6a2a\u8ef8\u3068\u7e26\u8ef8\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/span><\/li>\n<li><b>\u591a\u5909\u91cf\u30c1\u30e3\u30fc\u30c8\uff1a <\/b><span style=\"font-weight: 400;\">\u56e0\u5b50\u3068\u56de\u7b54\u306e\u95a2\u4fc2\u3092\u30b0\u30e9\u30d5\u5316\u3057\u305f\u3082\u306e\u3002<\/span><\/li>\n<li><b>\u30e9\u30f3\u30c1\u30e3\u30fc\u30c8\uff1a<\/b><span style=\"font-weight: 400;\"> <\/span><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u3092\u6642\u9593\u8ef8\u3067\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/span><\/li>\n<li><b>\u30d0\u30d6\u30eb\u30c1\u30e3\u30fc\u30c8\uff1a <\/b><span style=\"font-weight: 400;\">\u8907\u6570\u306e\u5186\uff08\u30d0\u30d6\u30eb\uff09\u30922\u6b21\u5143\u306e\u30d7\u30ed\u30c3\u30c8\u3067\u8868\u793a\u3059\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3067\u3059\u3002<\/span><\/li>\n<li><b>\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306e\u3053\u3068\uff1a <\/b><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u3092\u8272\u3067\u8868\u73fe\u3057\u305f\u30b0\u30e9\u30d5\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><b>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790 \u30c4\u30fc\u30eb<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u306f\u6570\u591a\u304f\u5b58\u5728\u3057\u307e\u3059\u3002 \u4ee3\u8868\u7684\u306a\u3082\u306e\u306b\u3001R\u3001Python\u3001SAS\u304c\u3042\u308a\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u305d\u308c\u305e\u308c\u306b\u9577\u6240\u3068\u77ed\u6240\u304c\u3042\u308b\u305f\u3081\u3001\u4ed5\u4e8b\u306b\u9069\u3057\u305f\u9053\u5177\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">R\u306f\u3001\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u512a\u308c\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u306b\u4f7f\u3048\u308b\u30d7\u30ed\u30c3\u30c8\u3084\u30c1\u30e3\u30fc\u30c8\u306e\u7a2e\u985e\u3082\u8c4a\u5bcc\u3067\u3059\u3002 \u307e\u305f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u5206\u6790\u304c\u53ef\u80fd\u306a\u7d71\u8a08\u6a5f\u80fd\u3082\u591a\u6570\u642d\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Python\u3082\u307e\u305f\u3001EDA\u306b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002 R\u3068\u540c\u3058\u6a5f\u80fd\u3092\u591a\u304f\u6301\u3061\u306a\u304c\u3089\u3001\u3088\u308a\u4f7f\u3044\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u305d\u306e\u7d50\u679c\u3001Python\u306f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u305f\u3044\u521d\u5fc3\u8005\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SAS\u306f\u3001EDA\u306b\u4f7f\u7528\u3067\u304d\u308b\u5f37\u529b\u306a\u7d71\u8a08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002 SAS\u306fR\u3084Python\u3088\u308a\u3082\u9ad8\u4fa1\u3067\u3059\u304c\u3001\u3088\u308a\u8907\u96d1\u306a\u8a08\u7b97\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u6295\u8cc7\u3059\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><b>QuestionPro\u3068<\/b> <b>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">QuestionPro\u306f\u3001\u8907\u6570\u306e\u30c1\u30e3\u30cd\u30eb\u304b\u3089\u8abf\u67fb\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3053\u3068\u9593\u9055\u3044\u306a\u3057\u3067\u3059\u3002 \u3057\u304b\u3057\u3001\u3059\u3067\u306b\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u8d85\u3048\u308b\u3053\u3068\u3092\u671b\u3080\u5834\u5408\u306f\u3069\u3046\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002 \u305d\u3053\u3067\u767b\u5834\u3059\u308b\u306e\u304c\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro\u306b\u5185\u8535\u3055\u308c\u305f\u89e3\u6790\u30c4\u30fc\u30eb\u3067\u3001EDA\u3092\u7c21\u5358\u306b\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306e\u8981\u7d04\u7d71\u8a08\u3092\u7d20\u65e9\u304f\u78ba\u8a8d\u3057\u305f\u308a\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u307e\u305f\u3001QuestionPro\u306fR\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001R\u304c\u63d0\u4f9b\u3059\u308b\u5f37\u529b\u306a\u7d71\u8a08\u30c4\u30fc\u30eb\u3092\u3059\u3079\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3067\u3059\u304b\u3089\u3001\u3082\u3057\u3042\u306a\u305f\u304c\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6b21\u306e\u30ec\u30d9\u30eb\u306b\u5f15\u304d\u4e0a\u3052\u308b\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u306a\u3089\u3070\u3001QuestionPro\u306f\u5b8c\u74a7\u306a\u30c4\u30fc\u30eb\u306e1\u3064\u3067\u3059\u3002<\/span><\/p>\n<h2><b>\u7d50\u8ad6<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u6700\u5f8c\u306b\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001\u5b9f\u8a3c\u6e08\u307f\u306e\u65b9\u6cd5\u8ad6\u3067\u3042\u308b\u3068\u8a00\u3048\u307e\u3059\u3002 \u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3092\u99c6\u4f7f\u3059\u308b\u3053\u3068\u3067\u3001\u4ed6\u3067\u306f\u898b\u3064\u3051\u3089\u308c\u306a\u3044\u3088\u3046\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u4fc2\u6027\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u305f\u304c\u3063\u3066\u3001EDA\u306f\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6b20\u304b\u305b\u306a\u3044\u3082\u306e\u3067\u3042\u308a\u3001\u3053\u306e\u8a18\u4e8b\u3067\u305d\u306e\u5165\u9580\u7de8\u3092\u3054\u89a7\u3044\u305f\u3060\u3051\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-weight: 400;\">QuestionPro\u306e\u8a73\u7d30\u3068\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u3001\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002 <\/span><a href=\"https:\/\/www.questionpro.com\"><br \/>\n  <span style=\"font-weight: 400;\">\u8cea\u554f\u30d7\u30ed.com<\/span><br \/>\n<\/a><\/h3>\n<p>&nbsp;<\/p>\n<p><strong>\u8457\u8005\u7d39\u4ecb<\/strong>Md Assalatuzzaman &amp; Mizanul Islam\uff08\u30df\u30b6\u30cc\u30eb\u30fb\u30a4\u30b9\u30e9\u30e0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30a2\u30e1\u30ea\u30ab\u306e\u6570\u5b66\u8005\u30b8\u30e7\u30f3\u30fb\u30c6\u30e5\u30fc\u30ad\u30fc\u306f\u30011 [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":710874,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1115],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro<\/title>\n<meta name=\"description\" content=\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2022-05-23T08:37:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/05\/exploratory-data-analysis.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"992\" \/>\n\t<meta property=\"og:image:height\" content=\"594\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"QuestionPro Collaborators\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"QuestionPro Collaborators\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\"},\"author\":{\"name\":\"QuestionPro Collaborators\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/7aa2dda02c16e540da9fb962ee929652\"},\"headline\":\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff\",\"datePublished\":\"2022-05-23T08:37:38+00:00\",\"dateModified\":\"2022-05-23T08:37:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\"},\"wordCount\":40,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\"},\"articleSection\":[\"\u5e02\u5834\u8abf\u67fb\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\",\"name\":\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#website\"},\"datePublished\":\"2022-05-23T08:37:38+00:00\",\"dateModified\":\"2022-05-23T08:37:38+00:00\",\"description\":\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/www.questionpro.com\/blog\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5e02\u5834\u8abf\u67fb\",\"item\":\"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb-ja\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#website\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/\",\"name\":\"QuestionPro\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.questionpro.com\/blog\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\",\"name\":\"QuestionPro\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"contentUrl\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"caption\":\"QuestionPro\"},\"image\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/questionpro\",\"https:\/\/twitter.com\/questionpro\",\"https:\/\/www.linkedin.com\/company\/questionpro\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/7aa2dda02c16e540da9fb962ee929652\",\"name\":\"QuestionPro Collaborators\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/7c5e4f557ac4d597814687054d6305bc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/7c5e4f557ac4d597814687054d6305bc?s=96&d=mm&r=g\",\"caption\":\"QuestionPro Collaborators\"},\"description\":\"Worldwide team of Content Creation specialists focusing on Research, CX, Workforce, Audience and Education.\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/author\/aldro\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro","description":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/","og_locale":"ja_JP","og_type":"article","og_title":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro","og_description":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002","og_url":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/","og_site_name":"QuestionPro","article_publisher":"https:\/\/www.facebook.com\/questionpro","article_published_time":"2022-05-23T08:37:38+00:00","og_image":[{"width":992,"height":594,"url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/05\/exploratory-data-analysis.jpg","type":"image\/jpeg"}],"author":"QuestionPro Collaborators","twitter_card":"summary_large_image","twitter_creator":"@questionpro","twitter_site":"@questionpro","twitter_misc":{"\u57f7\u7b46\u8005":"QuestionPro Collaborators"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#article","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/"},"author":{"name":"QuestionPro Collaborators","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/7aa2dda02c16e540da9fb962ee929652"},"headline":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff","datePublished":"2022-05-23T08:37:38+00:00","dateModified":"2022-05-23T08:37:38+00:00","mainEntityOfPage":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/"},"wordCount":40,"publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization"},"articleSection":["\u5e02\u5834\u8abf\u67fb"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/","url":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/","name":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff | QuestionPro","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#website"},"datePublished":"2022-05-23T08:37:38+00:00","dateModified":"2022-05-23T08:37:38+00:00","description":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u6a19\u3068\u3057\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u7b54\u3048\u3092\u5f97\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002","breadcrumb":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a2%e7%b4%a2%e7%9a%84%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/www.questionpro.com\/blog\/ja\/"},{"@type":"ListItem","position":2,"name":"\u5e02\u5834\u8abf\u67fb","item":"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb-ja\/"},{"@type":"ListItem","position":3,"name":"\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3078\u306e\u5f71\u97ff"}]},{"@type":"WebSite","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#website","url":"https:\/\/www.questionpro.com\/blog\/ja\/","name":"QuestionPro","description":"","publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.questionpro.com\/blog\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization","name":"QuestionPro","url":"https:\/\/www.questionpro.com\/blog\/ja\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/","url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","contentUrl":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","caption":"QuestionPro"},"image":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/questionpro","https:\/\/twitter.com\/questionpro","https:\/\/www.linkedin.com\/company\/questionpro\/"]},{"@type":"Person","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/7aa2dda02c16e540da9fb962ee929652","name":"QuestionPro Collaborators","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/7c5e4f557ac4d597814687054d6305bc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c5e4f557ac4d597814687054d6305bc?s=96&d=mm&r=g","caption":"QuestionPro Collaborators"},"description":"Worldwide team of Content Creation specialists focusing on Research, CX, Workforce, Audience and Education.","url":"https:\/\/www.questionpro.com\/blog\/ja\/author\/aldro\/"}]}},"featured_image_src":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/05\/exploratory-data-analysis.jpg","featured_image_src_square":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/05\/exploratory-data-analysis.jpg","author_info":{"display_name":"QuestionPro Collaborators","author_link":"https:\/\/www.questionpro.com\/blog\/ja\/author\/aldro\/"},"_links":{"self":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/796461"}],"collection":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/users\/80"}],"replies":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/comments?post=796461"}],"version-history":[{"count":0,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/796461\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/media\/710874"}],"wp:attachment":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/media?parent=796461"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/categories?post=796461"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/tags?post=796461"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}