{"id":2391,"date":"2017-08-11T14:56:36","date_gmt":"2017-08-11T14:56:36","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=2391"},"modified":"2021-09-27T08:57:07","modified_gmt":"2021-09-27T08:57:07","slug":"social-scientists-use-data-science","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/","title":{"rendered":"\u793e\u4f1a\u79d1\u5b66\u8005\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u306b\u306f\uff1f"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-6a6898e5eb508\" aria-label=\"Table 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class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/#Big_data_for_detecting_Ebola_An_algorithm_detected_Ebola_outbreak_before_humans\" title=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u4eba\u9593\u3088\u308a\u65e9\u304f\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u4eba\u9593\u3088\u308a\u65e9\u304f\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/#Big_data_for_a_safer_city_New_York_uses_data_analytics_to_identify_fire-prone_buildings\" title=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u3001\u3088\u308a\u5b89\u5168\u306a\u90fd\u5e02\u306b\u3002\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u706b\u707d\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u5efa\u7269\u3092\u7279\u5b9a\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u3001\u3088\u308a\u5b89\u5168\u306a\u90fd\u5e02\u306b\u3002\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u706b\u707d\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u5efa\u7269\u3092\u7279\u5b9a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/#Big_data_to_fight_cybercrime_Welsh_Government_and_Cardiff_University\" title=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u3068\u6226\u3046\u3002\u30a6\u30a7\u30fc\u30eb\u30ba\u653f\u5e9c\u3068\u30ab\u30fc\u30c7\u30a3\u30d5\u5927\u5b66\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u3068\u6226\u3046\u3002\u30a6\u30a7\u30fc\u30eb\u30ba\u653f\u5e9c\u3068\u30ab\u30fc\u30c7\u30a3\u30d5\u5927\u5b66<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/#Data_science_and_statistical_tools_for_social_scientists\" title=\"\u793e\u4f1a\u79d1\u5b66\u8005\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u7d71\u8a08\u30c4\u30fc\u30eb\">\u793e\u4f1a\u79d1\u5b66\u8005\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u7d71\u8a08\u30c4\u30fc\u30eb<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u793e\u4f1a\u79d1\u5b66\u306f\u3001\u30c7\u30fc\u30bf\u9769\u547d\u306e\u771f\u3063\u53ea\u4e2d\u306b\u3042\u308a\u307e\u3059\u3002\u6559\u80b2\u3001\u7d4c\u6e08\u3001\u884c\u52d5\u79d1\u5b66\u3001\u6b74\u53f2\u3001\u8003\u53e4\u5b66\u3001\u793e\u4f1a\u5b66\u306a\u3069\u3001\u3053\u308c\u3089\u306e\u5206\u91ce\u306f\u3059\u3079\u3066\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u89e3\u91c8\u306b\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u4e16\u754c\u4e2d\u306e\u4f01\u696d\u304c\u3001\u3059\u3067\u306b\u30c7\u30fc\u30bf\u306e\u529b\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=Blog_SocialDataScience\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a> - \u5065\u5168\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u3092\u884c\u3046\u3053\u3068\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5206\u6790\u3001\u6210\u9577\u306e\u4e88\u6e2c\u3001\u52b9\u7387\u6027\u306e\u5411\u4e0a\u306a\u3069\u3001\u4f01\u696d\u3067\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u79c1\u305f\u3061\u304c\u53ce\u96c6\u3059\u308b\u30c7\u30fc\u30bf\u306e\u307b\u3068\u3093\u3069\u306f\u3001\u793e\u4f1a\u7684\u306a\u5229\u76ca\u306e\u305f\u3081\u306b\u3082\u5229\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u5927\u5c0f\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u653f\u7b56\u7acb\u6848\u3001\u90fd\u5e02\u8a08\u753b\u3001\u8ca7\u56f0\u30fb\u98e2\u9913\u30fb\u885b\u751f\u554f\u984c\u3078\u306e\u53d6\u308a\u7d44\u307f\u306a\u3069\u306e\u5206\u91ce\u3067\u6d3b\u7528\u3067\u304d\u308b\u77e5\u898b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306f\u3001\u30a6\u30a7\u30d6\u3001\u643a\u5e2f\u96fb\u8a71\u3001\u30d3\u30eb\u3001\u98df\u6599\u54c1\u5e97\u3001\u3055\u3089\u306b\u306f\u30b4\u30df\u7bb1\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5834\u6240\u304b\u3089\u53ce\u96c6\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306b\u306f\u3001\u79d1\u5b66\u7684\u3001\u793e\u4f1a\u7684\u3001\u653f\u6cbb\u7684\u3001\u7d4c\u6e08\u7684\u306a\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u79c1\u305f\u3061\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30c7\u30fc\u30bf\u91cf\u306f\u65e5\u3005\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u30c7\u30b8\u30bf\u30eb\u306e\u4e16\u754c\u3067\u306f\u4eba\u9593\u540c\u58eb\u306e\u3084\u308a\u3068\u308a\u304c\u8a18\u9332\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3067\u306f\u3001\u793e\u4f1a\u79d1\u5b66\u8005\u304c\u52b9\u679c\u7684\u306a\u65b9\u6cd5\u8ad6\u3084\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u300c\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u300d\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304c\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u8208\u5473\u6df1\u3044\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Big_data_for_detecting_Ebola_An_algorithm_detected_Ebola_outbreak_before_humans\"><\/span><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u4eba\u9593\u3088\u308a\u65e9\u304f\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u3092\u691c\u77e5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u306e\u767a\u751f\u304c\u78ba\u8a8d\u3055\u308c\u308b1\u9031\u9593\u524d\u306b\u3001\u75c5\u6c17\u306e\u5e83\u304c\u308a\u3092\u8ffd\u8de1\u3059\u308b\u5730\u56f3\u30c4\u30fc\u30eb\u300cHealthMap\u300d\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002 <a href=\"http:\/\/www.dailymail.co.uk\/sciencetech\/article-2722164\/Ebola-flagged-computer-software-nine-days-BEFORE-announced-HealthMap-used-social-media-spot-disease.html\" target=\"_blank\" rel=\"noopener\">\u306f\u3059\u3067\u306b\u691c\u51fa\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/a> \u306e\u75c5\u6c17\u3092\u767a\u898b\u3057\u307e\u3057\u305f\u3002\u75be\u60a3\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u306f\u30013\u670819\u65e5\u306b\u300c\u8b0e\u306e\u51fa\u8840\u71b1\u300d\u3092\u62fe\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002WHO\u306f\u30013\u670822\u65e5\u306b\u30a8\u30dc\u30e9\u51fa\u8840\u71b1\u306e\u767a\u751f\u3092\u6b63\u5f0f\u306b\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3001\u653f\u5e9c\u6a5f\u95a2\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u30d6\u30ed\u30b0\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u3001HealthMap\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30c7\u30fc\u30bf\u3092\u62fe\u3044\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u3001\u75c5\u6c17\u306e\u7279\u5b9a\u3084\u5206\u985e\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u3002\u30c7\u30fc\u30bf\u304c\u53d6\u5f97\u3055\u308c\u308b\u3068\u3001\u75ab\u5b66\u3084\u611f\u67d3\u75c7\u306e\u5c02\u9580\u5bb6\u306e\u30d1\u30cd\u30eb\u304c\u30ec\u30d3\u30e5\u30fc\u3092\u884c\u3044\u3001\u53ef\u80fd\u306a\u9650\u308a\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u307e\u305f\u3001\u30d8\u30eb\u30b9\u30de\u30c3\u30d7\u3067\u306f <a href=\"http:\/\/www.healthmap.org\/ebola\/#timeline\" target=\"_blank\" rel=\"noopener\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7<\/a> \u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u75c5\u6c17\u306e\u75c7\u4f8b\u6570\u3084\u95a2\u9023\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u307e\u305f\u3001\u305d\u306e\u5e83\u304c\u308a\u3092\u8ffd\u8de1\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Big_data_for_a_safer_city_New_York_uses_data_analytics_to_identify_fire-prone_buildings\"><\/span><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u3001\u3088\u308a\u5b89\u5168\u306a\u90fd\u5e02\u306b\u3002\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u706b\u707d\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u5efa\u7269\u3092\u7279\u5b9a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306eMODA\uff08The Mayor's Office of Data Analytics\uff09\u306e8\u4eba\u306e\u968a\u54e1\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5229\u7528\u3057\u3066\u3001\u3088\u308a\u5b89\u5168\u3067\u52b9\u7387\u7684\u306a\u8857\u3065\u304f\u308a\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002 <a href=\"http:\/\/www1.nyc.gov\/site\/analytics\/initiatives\/citywide-data-sharing.page\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30d6\u30ea\u30c3\u30b8\uff08Databridge<\/a> \u306f\u3001\u5730\u7406\u7684\u30c7\u30fc\u30bf\u3068\u6a5f\u95a2\u3084\u7d44\u7e54\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u5171\u6709\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3068\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u6e05\u6f54\u3055\u3001\u72af\u7f6a\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5b89\u5168\u6027\u306b\u95a2\u3059\u308b\u554f\u984c\u3092\u7279\u5b9a\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u308b\u306e\u306b\u5f79\u7acb\u3064\u8c4a\u5bcc\u306a\u60c5\u5831\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u968a\u54e1\u306f<a href=\"https:\/\/gcn.com\/articles\/2013\/10\/04\/gcn-award-nyc-databridge.aspx\" target=\"_blank\" rel=\"noopener\"> \u30ec\u30b9\u30c8\u30e9\u30f3\u3092\u8b58\u5225\u3067\u304d\u308b<\/a> \u4e0b\u6c34\u9053\u306b\u6cb9\u3092\u6d41\u3057\u3066\u3044\u308b\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u30ea\u30b9\u30c8\u3092\u3001\u4e0b\u6c34\u9053\u306e\u5730\u7406\u7684\u306a\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u30ab\u30fc\u30c8\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u308f\u305a\u306b\u4e0b\u6c34\u9053\u306b\u6cb9\u3092\u6d41\u3057\u3066\u3044\u308b\u30ec\u30b9\u30c8\u30e9\u30f3\u3092\u767a\u898b\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u3088\u3046\u306b\u4fdd\u5065\u6240\u306e\u4eba\u9593\u304c\u8fd1\u6240\u306b\u51fa\u5411\u3044\u3066\u73fe\u884c\u72af\u902e\u6355\u3092\u76ee\u6307\u3059\u3088\u308a\u3082\u3001\u306f\u308b\u304b\u306b\u52b9\u7387\u7684\u306b\u554f\u984c\u306e\u3042\u308b\u30ec\u30b9\u30c8\u30e9\u30f3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u5e02\u6d88\u9632\u5c40\uff08FDNY\uff09\u3082\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3057\u3066\u3001\u706b\u707d\u306e\u5371\u967a\u6027\u304c\u9ad8\u3044\u5efa\u7269\u3092\u7279\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u691c\u67fb\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001FDNY\u306e\u5009\u5eab\u3084\u3001\u95a2\u9023\u3059\u308b\u653f\u5e9c\u6a5f\u95a2\u30fb\u56e3\u4f53\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u3044\u307e\u3059\u3002\u5efa\u7bc9\u6750\u6599\u3001\u5efa\u7269\u306e\u9632\u706b\u6a5f\u80fd\u3001\u6700\u7d42\u70b9\u691c\u65e5\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u6700\u3082\u30ea\u30b9\u30af\u306e\u9ad8\u3044\u5efa\u7269\u3092\u8fc5\u901f\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5e74\u9593\u7d045\u4e07\u68df\u306e\u5efa\u7269\u3092\u624b\u4f5c\u696d\u3067\u70b9\u691c\u3057\u3066\u3044\u308b\u6d88\u9632\u968a\u54e1\u306e\u4f5c\u696d\u8ca0\u62c5\u304c\u5927\u5e45\u306b\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Big_data_to_fight_cybercrime_Welsh_Government_and_Cardiff_University\"><\/span><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u3068\u6226\u3046\u3002\u30a6\u30a7\u30fc\u30eb\u30ba\u653f\u5e9c\u3068\u30ab\u30fc\u30c7\u30a3\u30d5\u5927\u5b66<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u72af\u7f6a\u5bfe\u7b56\u306b\u3082\u5fdc\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u6700\u8fd1\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f <a href=\"http:\/\/www.cardiff.ac.uk\/news\/view\/485649-tackling-hate-online\" target=\"_blank\" rel=\"noopener\">\u30ab\u30fc\u30c7\u30a3\u30d5\u5927\u5b66<\/a> and the Welsh Government. A study of the data obtained from Twitter showed that there was a trend: hate speech increased after an important (and controversial) event, such as the UK referendum. Professor Matthew Williams from the University\u2019s Social <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/spotlight-kolabtrees-research-consultant-and-data-scientist-dr-cidila-d\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a> Lab and Dr Pete Burnup (Co-Director of the Social Data Science Lab) developed, along with the Welsh Government, online hate speech guides that help spread awareness about the laws and prevention of cyberhate.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Data_science_and_statistical_tools_for_social_scientists\"><\/span><strong>\u793e\u4f1a\u79d1\u5b66\u8005\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u7d71\u8a08\u30c4\u30fc\u30eb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>It is becoming imperative for a social scientist to be able to work with data and communicate data-driven findings effectively. Here is a list of tools that are useful for analytics in social science <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/a>:<\/p>\n<p>&#8211;<a href=\"http:\/\/chorusanalytics.co.uk\/\" target=\"_blank\" rel=\"noopener\">\u30b3\u30fc\u30e9\u30b9\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/a>\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u306e\u305f\u3081\u306bTwitter\u304b\u3089\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<br \/>\n&#8211;<a href=\"http:\/\/discovertext.com\/\" target=\"_blank\" rel=\"noopener\">DiscoverText<\/a>\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u3001Twitter\u306e\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f1a\u793e\u3067\u3059\u3002<br \/>\n&#8211;<a href=\"http:\/\/digitalfootprints.dk\" target=\"_blank\" rel=\"noopener\">\u30c7\u30b8\u30bf\u30eb\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8<\/a>\u30e6\u30fc\u30b6\u30fc\u306e\u540c\u610f\u3092\u5f97\u305f\u4e0a\u3067Facebook\u306e\u30af\u30ed\u30fc\u30ba\u30c9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u65b9\u6cd5\uff08\u5b66\u8853\u7814\u7a76\u8005\u306e\u307f\u5229\u7528\u53ef\u80fd\uff09<br \/>\n-\u305d\u306e <a href=\"http:\/\/www.ddialliance.org\/training\/why-use-ddi\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6(DDI)<\/a>\u793e\u4f1a\u79d1\u5b66\u3001\u884c\u52d5\u79d1\u5b66\u3001\u7d4c\u6e08\u79d1\u5b66\u3001\u5065\u5eb7\u79d1\u5b66\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u8abf\u67fb\u3084\u305d\u306e\u4ed6\u306e\u89b3\u5bdf\u624b\u6cd5\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306e\u56fd\u969b\u6a19\u6e96\u898f\u683c\u3002<br \/>\n&#8211;<a href=\"https:\/\/nodexl.codeplex.com\/\" target=\"_blank\" rel=\"noopener\">NodeXL<\/a>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b0\u30e9\u30d5\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u308bMicrosoft Excel\u7528\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u3059\u3002<br \/>\n<span style=\"font-size: 14px;\">-\u7d71\u8a08\u89e3\u6790\u306e\u305f\u3081\u306eR\u3001SAS\u3001SPSS\u3001Excel\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u00a0<\/span><\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e16\u754c\u3067\u306f\u3001\u731b\u70c8\u306a\u30b9\u30d4\u30fc\u30c9\u3067\u958b\u767a\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u30b9\u30ad\u30eb\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30bd\u30fc\u30b7\u30e3\u30eb\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=Blog_SocialDataScience\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u5bb6<\/a> \u306f\u3001\u793e\u4f1a\u79d1\u5b66\u8005\u306b\u96c7\u308f\u308c\u3066\u77ed\u671f\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5f93\u4e8b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30bd\u30fc\u30b7\u30e3\u30eb\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u5206\u6790\u306b\u4f7f\u7528\u3067\u304d\u308b\u9762\u767d\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30c4\u30fc\u30eb\u3092\u3054\u5b58\u77e5\u3067\u3059\u304b\uff1f\u4ee5\u4e0b\u306e\u30b3\u30e1\u30f3\u30c8\u6b04\u3067\u81ea\u7531\u306b\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <a href=\"http:\/\/kolabtree.com\/twitter\" target=\"_blank\" rel=\"noopener\">\u30c4\u30a4\u30fc\u30c8\u3059\u308b<\/a>.<\/p>\n<p>&#8212;-<\/p>\n<p>\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.kolabtree.com\/blog\/digital-humanities\/\" target=\"_blank\" rel=\"noopener\">\u30c7\u30b8\u30bf\u30eb\u30fb\u30d2\u30e5\u30fc\u30de\u30cb\u30c6\u30a3\u30fc\u30ba\u306b\u304a\u3051\u308b5\u3064\u306e\u8208\u5473\u6df1\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u00a0<\/a><\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5c02\u9580\u5bb6\u3092\u96c7\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=Blog_SocialDataScience\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6295\u7a3f\u306f\u7121\u6599\u3067\u3059<\/p>","protected":false},"excerpt":{"rendered":"<p>Social science is in the midst of a data revolution. Education, economics, behavioural sciences, history, archaeology, sociology \u2013 all these fields are increasingly becoming dependent on the interpretation of large data sets. Organizations worldwide are already exploiting the power of data science \u2013 using the capture, analysis and visualization of complex data to drive sound business decisions. Big data is being increasingly used by companies for analyzing performance, predicting growth and for increasing efficiency. However, most of the data that we collect has the potential to be used for social good as well. Data, however big or small, gives us insights that can find application in areas such as policy-making,<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":2393,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398],"tags":[180,175,359],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How can social scientists harness the power of data science?<\/title>\n<meta name=\"description\" content=\"Social scientists need to be able to work with data so that they can arrive at data-driven findings. Here are applications of analytics to social science.\" \/>\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.kolabtree.com\/blog\/ja\/social-scientists-use-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How can social scientists harness the power of data science?\" \/>\n<meta property=\"og:description\" content=\"Social scientists need to be able to work with data so that they can arrive at data-driven findings. 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