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href=\"https:\/\/www.questionpro.com\/blog\/what-is-data-analysis\/\">\u30c7\u30fc\u30bf\u5206\u6790\u304c<\/a>\u4fe1\u983c\u3067\u304d\u308b\u7d50\u679c\u3092\u51fa\u3059\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u304c\u6b63\u3057\u304f\u79fb\u884c\u3055\u308c\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002 \u305d\u3053\u3067\u3001\u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u610f\u7fa9\u304c\u3042\u308b\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u5b9a\u7fa9<\/span><\/h2>\n<p><span style=\"font-weight: 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href=\"https:\/\/www.questionpro.com\/blog\/whats-pii-and-why-should-i-care-about-it\/\">\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b<\/a>\u60c5\u5831\uff08PII\uff09\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u5b89\u5168\u306b\u4f7f\u7528\u3057\u3001\u30ea\u30b9\u30af\u30fb\u30a8\u30af\u30b9\u30dd\u30fc\u30b8\u30e3\u30fc\u3092\u4f4e\u6e1b\u3057\u3066\u3001<a href=\"https:\/\/www.questionpro.com\/cx\/why\/5-pillars.html\">\u9867\u5ba2\u4f53\u9a13\u3092<\/a>\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0\u304c\u6b20\u304b\u305b\u306a\u3044<\/span><\/h2>\n<p><span style=\"font-weight: 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\u3053\u308c\u306f\u4e00\u822c\u7684\u306b\u3001\u6642\u9593\u304c\u7d4c\u3063\u3066\u3082\u4e00\u5b9a\u306b\u4fdd\u305f\u308c\u308b\u30c7\u30fc\u30bf\u3067\u3059\u3002 \u8ee2\u9001\u5f8c\u306f\u8ee2\u9001\u5148\u304c\u30c7\u30fc\u30bf\u79fb\u884c\u306e\u5b9f\u884c\u53ef\u80fd\u306a\u30bd\u30fc\u30b9\u3068\u306a\u308a\u3001\u4ee5\u524d\u306e\u30bd\u30fc\u30b9\u306f\u5ec3\u6b62\u3055\u308c\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u3092\u30c7\u30b9\u30c6\u30a3\u30cd\u30fc\u30b7\u30e7\u30f3\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/span><\/h3>\n<p><span style=\"font-weight: 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400;\">\u30c7\u30fc\u30bf\u306e\u5909\u63db<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u5909\u63db\u3068\u306f\u3001\u60c5\u5831\u3092\u3042\u308b\u5834\u6240\u304b\u3089\u5225\u306e\u5834\u6240\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u578b\u306e\u5909\u66f4\u3001NULL\u5024\u3084\u91cd\u8907\u306e\u6392\u9664\u3001\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u3001\u30c7\u30fc\u30bf\u306e\u5145\u5b9f\u3001\u305d\u306e\u4ed6\u306e\u5909\u63db\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u30bf\u30fc\u30b2\u30c3\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5408\u308f\u305b\u3066\u3001&#8221;Illinois &#8220;\u3092 &#8220;IL &#8220;\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30de\u30c3\u30d7\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u5909\u63db\u5f0f\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 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href=\"https:\/\/www.questionpro.com\/blog\/customer-data-integration\/\">\u9867\u5ba2\u30c7\u30fc\u30bf\u7d71\u5408\u306e<\/a>\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u9001\u4fe1\u306e\u898f\u5247\u6027\u304c\u898f\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30bd\u30fc\u30b9\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u30c7\u30b9\u30c6\u30a3\u30cd\u30fc\u30b7\u30e7\u30f3\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5909\u63db\u304c\u5fc5\u8981\u306a\u5206\u91ce\u3067\u306f\u3001\u5909\u63db\u6280\u8853\u3084\u30eb\u30fc\u30eb\u304c\u30b3\u30fc\u30c9\u5316\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8ee2\u9001\u5143\u306e\u30c7\u30fc\u30bf<a 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400;\">\u30c7\u30fc\u30bf\u30de\u30c3\u30d7\u306f\u751f\u304d\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308a\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u8ffd\u52a0\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9032\u5316\u3001\u914d\u4fe1\u5148\u3067\u306e\u9700\u8981\u306e\u5909\u5316\u306b\u5fdc\u3058\u3066\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3084\u8abf\u6574\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\u7d50\u8ad6<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30c3\u30d7\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306f\u3001\u6280\u8853\u306e\u53c2\u8003\u3084\u7814\u7a76\u306e\u305f\u3081\u306b<a href=\"https:\/\/www.questionpro.com\/blog\/data-collection-methods\/\">\u53ce\u96c6\u3055\u308c\u305f<\/a>\u60c5\u5831\u3084<a href=\"https:\/\/www.questionpro.com\/blog\/data-collection-methods\/\">\u30c7\u30fc\u30bf\u304b\u3089<\/a>\u69cb\u6210\u3055\u308c\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001\u3042\u308b\u5834\u6240\u304b\u3089\u5225\u306e\u5834\u6240\u3078\u306e\u30c7\u30fc\u30bf\u306e\u79fb\u884c\u3092\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3001\u52b9\u7387\u7684\u3001\u304b\u3064\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u65b9\u6cd5\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\uff08PII\uff09\u3092\u4fdd\u8b77\u3057\u306a\u304c\u3089\u3001\u5b89\u5168\u306b\u4f7f\u7528\u3057\u3001\u30ea\u30b9\u30af\u9732\u51fa\u3092\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 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400;\">\u30c7\u30e2\u3092\u3057\u305f\u3044\u3001\u3082\u3063\u3068\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u3068\u3044\u3046\u65b9\u306f\u3001\u305c\u3072\u30a4\u30f3\u30b5\u30a4\u30c8\u30cf\u30d6\u3067\u3053\u306e\u7d20\u6674\u3089\u3057\u3044\u88fd\u54c1\u306b\u3064\u3044\u3066\u5b66\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u8a73\u3057\u304f\u306f\u3053\u3061\u3089<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30de\u30c3\u30d7\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306f\u3001\u6280\u8853\u306e\u53c2 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