{"id":19124,"date":"2013-08-06T16:31:47","date_gmt":"2013-08-06T23:31:47","guid":{"rendered":"https:\/\/blog.btrax.com\/jp\/?p=19124"},"modified":"2020-08-11T05:14:47","modified_gmt":"2020-08-10T20:14:47","slug":"datavisualization","status":"publish","type":"post","link":"https:\/\/blog.btrax.com\/jp\/datavisualization\/","title":{"rendered":"\u898b\u3048\u308b\u5316\u304c\u52a0\u901f\u3059\u308b -\u3010\u3044\u307e\u3055\u3089\u805e\u3051\u306a\u3044\u3011\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f\uff1f"},"content":{"rendered":"<div class='wp_content_tag clearfix'><h2>\u306a\u305c\u3044\u307eData Visualization\u304b\uff1f<\/h2>\n<p>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f<strong>\u30c7\u30fc\u30bf\u306e\u300c\u898b\u3048\u308b\u5316\u300d<\/strong>\u3067\u3042\u308b\u3002\u30e2\u30d0\u30a4\u30eb\u3084\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u7aef\u672b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u7b49\u304b\u3089\u69d8\u3005\u306a\u60c5\u5831\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u4ecb\u3057\u3066\u84c4\u7a4d\u3055\u308c\u3066\u3044\u308b\u4eca\u65e5\u3001\u3053\u306e\u300c<strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/strong>\u300d\u306b\u65b0\u305f\u306a\u4fa1\u5024\u3092\u898b\u3044\u3060\u305d\u3046\u3068\u3044\u3046\u52d5\u304d\u304c\u4e16\u754c\u4e2d\u306b\u5e83\u304c\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\u4eca\u5e74\u306b\u5165\u3063\u3066\u304b\u3089\u6025\u6fc0\u306b\u6ce8\u76ee\u3092\u96c6\u3081\u306f\u3058\u3081\u3001\u305d\u306e\u4fa1\u5024\u306b\u5bfe\u3059\u308b\u671f\u5f85\u306f\u9ad8\u307e\u308b\u3070\u304b\u308a\u3060\u3002\u4e00\u65b9\u3067\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u6709\u7528\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u3082\u77e5\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u3068\u3044\u3046\u8a9e\u306f\u4eca\u5e74\u65b0\u3057\u304f<a href=\"https:\/\/oxforddictionaries.com\/us\/\" target=\"_blank\" rel=\"noopener\">\u30aa\u30c3\u30af\u30b9\u30d5\u30a9\u30fc\u30c9\u82f1\u8a9e\u8f9e\u5178<\/a>\u306b\u8ffd\u52a0\u3055\u308c\u305f\u304c\u3001\u305d\u3053\u3067\u306f<\/p>\n<div style=\"padding: 10px 0 15px 25px; line-height: 1.40;\"><span style=\"font-family: times new roman,times; font-size: 16px;\"><strong>big data<\/strong> [<em>n<\/em>]: data sets that are too large and complex to manipulate or interrogate with standard methods or tools<\/span>\uff08\u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u89e3\u6790\u304a\u3088\u3073\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u304c\u96e3\u3057\u3044\u3088\u3046\u306a\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\uff09<\/div>\n<p>\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u306e\u7121\u6a5f\u8cea\u306a\u6570\u5b57\u306e\u7f85\u5217\u304b\u3089\u610f\u5473\u3092\u898b\u3044\u3060\u3059\u305f\u3081\u3001\u307e\u305f<a title=\"\u76f8\u95a2\u4fc2\u6570\" href=\"https:\/\/ja.wikipedia.org\/wiki\/%E7%9B%B8%E9%96%A2%E4%BF%82%E6%95%B0\" target=\"_blank\" rel=\"noopener\">\u76f8\u95a2\u4fc2\u6570<\/a>\u3084<a title=\"\u6709\u610f\u6c34\u6e96\" href=\"https:\/\/ja.wikipedia.org\/wiki\/%E6%9C%89%E6%84%8F#.E6.9C.89.E6.84.8F.E6.B0.B4.E6.BA.96\" target=\"_blank\" rel=\"noopener\">\u6709\u610f\u6c34\u6e96<\/a>\u3068\u3044\u3063\u305f\u53d6\u3063\u3064\u304d\u306b\u304f\u3044\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u5e73\u6613\u306b\u8aac\u660e\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u8981\u7d20\u306e\u91cd\u8981\u6027\u304c\u5531\u3048\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u3072\u3068\u3053\u3068\u306b\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u8a00\u3063\u3066\u3082\u3001\u305d\u3053\u306b\u306f\u7d71\u8a08\u5b66\u306b\u57fa\u3065\u304f\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3084\u4eee\u8aac\u691c\u5b9a\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u8003\u5bdf\u306a\u3069\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u88fd\u4f5c\u4ee5\u5916\u306e\u591a\u304f\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u3053\u3053\u3067\u5168\u3066\u3092\u8aac\u660e\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u3002\u307e\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u88fd\u4f5c\u306e\u6bb5\u968e\u306b\u3082\u3044\u304f\u3064\u304b\u306e\u6bb5\u968e\u304c\u3042\u308a\u3001\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u88fd\u4f5c\u306a\u3069\u3082\u305d\u306e\u4e00\u90e8\u3067\u3057\u304b\u306a\u3044\u3002<\/p>\n<p>\u305d\u306e\u4e00\u65b9\u3067\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u8981\u7d20\u306f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6b20\u304b\u3059\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u3002\u305d\u3053\u3067\u8fd1\u9803\u306fIllustrator\u3084Photoshop\u3001Excel\u3084Matlab\u306a\u3069\u3068\u3044\u3063\u305f\u8907\u96d1\u306a\u30bd\u30d5\u30c8\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u3001Web\u4e0a\u3067\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u3044\u304f\u3064\u3082\u77e5\u3089\u308c\u3066\u3044\u308b\u3002\u3053\u3053\u3067\u306f\u30d3\u30b8\u30e5\u30a2\u30eb\u8981\u7d20\uff08\u30b0\u30e9\u30d5\u3084\u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\uff09\u306e\u88fd\u4f5c\u306e\u969b\u306b\u4f7f\u3048\u308b<a href=\"#services\">\u30c4\u30fc\u30eb<\/a>\u3084<a href=\"#infographic\">\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af<\/a>\u306e\u4f8b\u306a\u3069\u3092\u7d39\u4ecb\u3057\u305f\u3044\u3002\u591a\u304f\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u304c\u53c2\u5165\u3057\u3066\u304a\u308a\u3001\u30db\u30c3\u30c8\u306a\u5206\u91ce\u3067\u3042\u308b\u3053\u3068\u3082\u304a\u5206\u304b\u308a\u9802\u3051\u308b\u3060\u308d\u3046\u3002<\/p>\n<p style=\"text-align: right;\">Image by <a href=\"https:\/\/www.flickr.com\/photos\/sjcockell\/4963334783\/\" target=\"_blank\" rel=\"noopener\">Simon Cockell<\/a><\/p>\n<h2>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u5c0f\u53f2<\/h2>\n<p>\u8fd1\u4ee3\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u7d00\u5143\u306f1600\u5e74\u4ee3\u306b\u307e\u3067\u3055\u304b\u306e\u307c\u308b\u3002\u521d\u671f\u306e\u767a\u5c55\u3092\u652f\u3048\u305f\u306e\u306f\u30b9\u30b3\u30c3\u30c8\u30e9\u30f3\u30c9\u306e\u30a8\u30f3\u30b8\u30cb\u30a2&amp;\u653f\u6cbb\u7d4c\u6e08\u5b66\u8005\u3067\u3042\u3063\u305f<a href=\"https:\/\/en.wikipedia.org\/wiki\/William_Playfair\" target=\"_blank\" rel=\"noopener\">\u30a6\u30a3\u30ea\u30a2\u30e0\u30fb\u30d7\u30ec\u30a4\u30d5\u30a7\u30a2<\/a>\uff08William Playfair\uff1a1759-1823\uff09\u3002\u5f7c\u306f<a href=\"https:\/\/en.wikipedia.org\/wiki\/Statistical_graphics\" target=\"_blank\" rel=\"noopener\">Statistical Graphics<\/a>\u306e\u751f\u307f\u306e\u89aa\u3067\u3042\u308a\u30011786\u5e74\u304b\u30891801\u5e74\u306b\u304b\u3051\u3066\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u306e\u57fa\u790e\u3068\u306a\u308b\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3084\u68d2\u30b0\u30e9\u30d5\u3001\u5186\u30b0\u30e9\u30d5\u306a\u3069\u3092\u6b21\u3005\u306b\u767a\u6848\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u5f8c\u3001\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u53f2\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u91cd\u8981\u3068\u3055\u308c\u308b\u300c<strong>\u30ca\u30dd\u30ec\u30aa\u30f3\u306e\u30ed\u30b7\u30a2\u4fb5\u653b<\/strong>\u300d\u304c<a href=\"https:\/\/en.wikipedia.org\/wiki\/Charles_Joseph_Minard\" target=\"_blank\" rel=\"noopener\">\u30b7\u30e3\u30eb\u30eb\u30fb\u30df\u30ca\u30fc\u30eb<\/a>\uff08Charles Minarsd\uff1a1781-1870\uff09\u3088\u3063\u3066\u4f5c\u308a\u51fa\u3055\u308c\u305f\u3002\u3053\u306e\u56f3\u3067\u306f\u3001\uff15\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u95a2\u3059\u308b\u60c5\u5831\uff08\u5175\u529b\u306e\u63a8\u79fb\u30fb\u5730\u7406\u7684\u306a\u4f4d\u7f6e\u30fb\u8ecd\u968a\u306e\u9032\u884c\u65b9\u5411\u30fb\u5230\u7740\u306e\u4e88\u5b9a\u5730\u57df\u3068\u65e5\u7a0b\u30fb\u6c17\u6e29\u53ca\u3073\u6642\u9593\u306e\u8ef8\uff09\u304c\uff11\u679a\u306e\u7d19\u9762\u4e0a\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u3002\u53b3\u3057\u3044\u5bd2\u3055\u3084\u6226\u4e89\u306e\u9577\u671f\u5316\u306b\u4f34\u3044\u3001\u5175\u529b\u304c\u307f\u308b\u307f\u308b\u6e1b\u5c11\u3057\u3066\u3044\u304f\u69d8\u5b50\u304c\u63cf\u304b\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>1900\u5e74\u4ee5\u964d\u3001<strong>\u30c7\u30fc\u30bf\u63a1\u53d6<\/strong>\u3084<strong>\u51fa\u7248\u306e\u6280\u8853<\/strong>\u306e\u767a\u5c55\u306b\u4f34\u3063\u3066\u3001\u6559\u79d1\u66f8\u3084\u66f8\u7c4d\u306a\u3069\u306b\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u30a2\u30e1\u30ea\u30ab\u306e<a href=\"https:\/\/en.wikipedia.org\/wiki\/John_Tukey\" target=\"_blank\" rel=\"noopener\">\u30b8\u30e7\u30f3\u30fb\u30c6\u30e5\u30fc\u30ad\u30fc<\/a>\uff08John Tukey\uff1a1915\u22122000\uff09\u304c\u767a\u8868\u3057\u305f\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u3001\u30d5\u30e9\u30f3\u30b9\u306e\u5730\u56f3\u88fd\u4f5c\u8005<a href=\"https:\/\/en.wikipedia.org\/wiki\/Jacques_Bertin\" target=\"_blank\" rel=\"noopener\">\u30b8\u30e3\u30c3\u30af\u30fb\u30d9\u30eb\u30bf\u30f3<\/a>\uff08Jacques Bertin\uff1a1918-2010\uff09\u306b\u3088\u308b\u30d0\u30a4\u30d6\u30eb\u66f8\uff1b<strong>\u56f3\u306e\u7d71\u8a08\u5b66<\/strong>\uff08Semiologie Graphique\uff09\u306e\u51fa\u7248\u306a\u3069\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306f\u5b66\u554f\u5206\u91ce\u3068\u3057\u3066\u78ba\u7acb\u3055\u308c\u3066\u3044\u3063\u305f\u3002<\/p>\n<p>\u8a00\u3046\u307e\u3067\u3082\u306a\u304f\u3001\u3053\u3053\u5341\u6570\u5e74\u9593\u306e<strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u767a\u9054<\/strong>\u3068<strong>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u6280\u8853<\/strong>\u306b\u3088\u3063\u3066\u3001\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306f\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u7a0b\u306e\u767a\u5c55\u3092\u9042\u3052\u305f\u3002\u30da\u30fc\u30b8\u4e0a\u3067\u3069\u3093\u306a\u8a00\u8449\u304c\u591a\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u3001<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%82%BF%E3%82%B0%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89\" target=\"_blank\" rel=\"noopener\">\u30bf\u30b0\u30af\u30e9\u30a6\u30c9<\/a>\u3084\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\u3068\u3044\u3063\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u624b\u6cd5\u3082\u751f\u307f\u51fa\u3055\u308c\u305f\u307b\u304b\u3001\u6b63\u78ba\u306a\u5730\u56f3\u4e0a\u306b\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u30de\u30c3\u30d4\u30f3\u30b0\u6280\u8853\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u624b\u6cd5\u304c\u8a66\u3055\u308c\u3001\u898b\u305b\u65b9\u3082\u591a\u69d8\u5316\u3057\u3066\u3044\u3063\u305f\u3002\u30b9\u30de\u30fc\u30c8\u30c7\u30d0\u30a4\u30b9\u3084<a href=\"https:\/\/blog.btrax.com\/jp\/2013\/06\/30\/wearable\/\" target=\"_blank\" rel=\"noopener\">\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb<\/a>\u3092\u4f7f\u3046\u3053\u3068\u3067\u9023\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u304c\u7121\u9650\u306b\u624b\u306b\u5165\u308a\u3001\u307e\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u4f5c\u6210\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3082\u63c3\u3063\u3066\u3044\u308b\u4eca\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3046\u898b\u305b\u308b\u304b\u3001\u3044\u304b\u306b\u6709\u52b9\u306b\u4f7f\u3046\u304b\u304c\u554f\u308f\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"services\">\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30fc\u30d3\u30b9<\/h2>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">1. <a title=\"Google Fusion Tables\" href=\"https:\/\/support.google.com\/fusiontables\/answer\/2571232?hl=en&amp;ref_topic=1652595\" target=\"_blank\" rel=\"noopener\">Google Fusion Tables<\/a>\uff08Google Docs\uff09<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19234\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables.png\" alt=\"Fusion Tables\" width=\"600\" height=\"418\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables-300x209.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables-552x385.png 552w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables-284x197.png 284w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Fusion-Tables-288x201.png 288w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u305d\u308c\u3092\u68d2\u30b0\u30e9\u30d5\u3084\u5186\u30b0\u30e9\u30d5\u3001\u6298\u308c\u7dda\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u6563\u5e03\u56f3\u306a\u3069\u306b\u8868\u793a\u3067\u304d\u308b\u3002Google Maps\u3092\u4f7f\u3063\u3066\u3001\u5730\u56f3\u4e0a\u306b\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002\u4ed6\u306eGoogle Docs\u540c\u69d8\u3001\u30c7\u30fc\u30bf\u306fGoogle\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u4fdd\u5b58\u3055\u308c\u308b\u3002API\u3082<a href=\"https:\/\/developers.google.com\/fusiontables\/?csw=1\" target=\"_blank\" rel=\"noopener\">\u516c\u958b\u3055\u308c\u3066\u3044\u308b<\/a>\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u30b0\u30e9\u30d5\u3084\u30c1\u30e3\u30fc\u30c8\u3092\u306f\u3058\u3081\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u7b49\u3082\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u3067\u304d\u308b\u3002\u30b8\u30aa\u30b3\u30fc\u30c9\u3092\u8aad\u307f\u53d6\u3063\u3066\u5730\u56f3\u4e0a\u306b\u8868\u793a\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306b\u6163\u308c\u3066\u3044\u306a\u3044\u4eba\u3084\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u82e6\u624b\u306a\u4eba\u306b\u3082\u4f7f\u3044\u3084\u3059\u3044\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30c7\u30fc\u30bf\u3084\u30c1\u30e3\u30fc\u30c8\u306e\u7de8\u96c6\u306f\uff08\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7b49\u3092\u7528\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6bd4\u3079\u3066\uff09\u3042\u307e\u308a\u81ea\u7531\u304c\u5229\u304b\u306a\u3044\u3002\u307e\u305f\u30c7\u30fc\u30bf\u91cf\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u52d5\u4f5c\u304c\u91cd\u304f\u306a\u308b\u50be\u5411\u304c\u3042\u308b\u3002\u73fe\u6642\u70b9\u3067\u306fGoogle\u306e\u5b9f\u9a13\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3042\u308b\u306e\u3067\u3001\u4eca\u5f8c\u306e\u6539\u5584\u306b\u671f\u5f85\u3057\u305f\u3044\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c\u30b5\u30fc\u30d3\u30b9\u306e<a title=\"Support\" href=\"https:\/\/support.google.com\/fusiontables\/answer\/2571232\" target=\"_blank\" rel=\"noopener\">\u7d39\u4ecb<\/a>\u3002<a href=\"https:\/\/support.google.com\/fusiontables\/answer\/184641\" target=\"_blank\" rel=\"noopener\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u3082\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">2. <a title=\"Jolicharts\" href=\"https:\/\/jolicharts.com\/\" target=\"_blank\" rel=\"noopener\">Jolicharts<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19235\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Jolicharts.jpg\" alt=\"Jolicharts\" width=\"600\" height=\"288\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Jolicharts.jpg 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Jolicharts-300x144.jpg 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/Jolicharts-341x163.jpg 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u30c7\u30fc\u30bf\u3092\u30a6\u30a7\u30d6\u4e0a\u306b\u30a2\u30c3\u30d7\u3059\u308b\u3068\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3084JSON\u3001\u307e\u305f\u30c1\u30e3\u30fc\u30c8\u3084\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304b\u3089\u306f\u30b7\u30a7\u30a2\u306e\u8a2d\u5b9a\u304c\u53ef\u80fd\u3067\u3001\u30c7\u30fc\u30bf\u5168\u4f53\u3092\u30b7\u30a7\u30a2\u3057\u305f\u308a\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u307f\u3092\u5171\u6709\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u300250MB\u307e\u3067\u306e\u30c7\u30fc\u30bf\u306f\u7121\u6599\u3067\u3001\u6709\u6599\uff0829\u30e6\u30fc\u30ed\/\u6708\uff09\u306e\u30d7\u30e9\u30f3\u3067\u306f2GB\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30c7\u30fc\u30bf\u306f\u30a2\u30de\u30be\u30f3\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u7ba1\u7406\u3055\u308c\u3001\u30e2\u30d0\u30a4\u30eb\u7aef\u672b\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u5236\u4f5c\u3057\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304c\u3042\u308b\u305f\u3081\u3001\u753b\u306e\u30ea\u30b5\u30a4\u30ba\u3084\u8272\u306e\u5909\u66f4\u306a\u3069\u3092\u4e00\u62ec\u3057\u3066\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<a href=\"https:\/\/jolicharts.com\/home\/home\/api_doc\" target=\"_blank\" rel=\"noopener\">API\u3092\u516c\u958b<\/a>\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u9001\u308a\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3042\u308b\u3002\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u3082\u3001\u30a6\u30a7\u30d6\u4e0a\u306e\u30c7\u30fc\u30bf\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306b\u306a\u308b\u3053\u3068\u306f\u306a\u3044\u3002JSON\u3078\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u969b\u306b\u4fbf\u5229\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c\u30b5\u30a4\u30c8\u306b<a href=\"https:\/\/www.dataviz.org\/tools\" target=\"_blank\" rel=\"noopener\">\u30b5\u30f3\u30d7\u30eb<\/a>\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">3. <a title=\"Many Eyes from IBM\" href=\"https:\/\/www-958.ibm.com\/software\/analytics\/manyeyes\/\" target=\"_blank\" rel=\"noopener\">Many Eyes<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19238\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/manyeyes.jpg\" alt=\"manyeyes\" width=\"600\" height=\"301\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/manyeyes.jpg 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/manyeyes-300x150.jpg 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/manyeyes-341x171.jpg 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5cIBM\u304c\u3064\u304f\u308a\u51fa\u3057\u305fWeb\u30d9\u30fc\u30b9\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u30a2\u30d7\u30ea\u306e\u30d1\u30a4\u30aa\u30cb\u30a2\u3002\u6a39\u5f62\u56f3\u3001\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\u3084\u30de\u30c3\u30d4\u30f3\u30b0\u7b49\u3092\u542b\u3080\u6570\u5341\u7a2e\u985e\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u8fd4\u3057\u3066\u304f\u308c\u308b\u3002\u30d5\u30ea\u30fc\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30c7\u30fc\u30bf\u3092\u30dd\u30b9\u30c8\u30fb\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff08\u540c\u6642\u306b\u30a6\u30a7\u30d6\u4e0a\u3067\u516c\u958b\u3055\u308c\u308b\uff09\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u521d\u5fc3\u8005\u306b\u3082\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3002\u7c21\u5358\u306a\u64cd\u4f5c\u3067\u7f8e\u3057\u3044\u30d3\u30b8\u30e5\u30a2\u30eb\u304c\u3067\u304d\u3042\u304c\u308b\u3002\u3044\u304f\u3064\u304b\u306e\u9078\u629e\u80a2\u306e\u4e2d\u304b\u3089\u6700\u9069\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u5f62\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u6a5f\u80fd\u3082\u3042\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u4f5c\u696d\u4e2d\u306e\u30c7\u30fc\u30bf\u3082\u30d1\u30d6\u30ea\u30c3\u30af\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u3001\u7b2c\u4e09\u8005\u304c\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u30fb\u30b7\u30a7\u30a2\u30fb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u3066\u3057\u307e\u3046\u3002\u3053\u308c\u306f\u81ea\u6cbb\u4f53\u3084\u5b66\u6821\u3001NPO\u306a\u3069\u306b\u306f\u4fbf\u5229\u306a\u6a5f\u80fd\u3060\u304c\u3001\u305d\u306e\u4ed6\u306e\u500b\u4eba\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u305d\u3046\u3067\u306f\u306a\u3044\uff08\u4f01\u696d\u306b\u5bfe\u3057\u3066\u306fIBM\u304b\u3089\u5225\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\uff09\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u306b\u3082\u5236\u9650\u304c\u3042\u308b\uff085MB\uff09\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c<a href=\"https:\/\/www-958.ibm.com\/software\/analytics\/manyeyes\/page\/Tour.html\" target=\"_blank\" rel=\"noopener\">\u30c7\u30e2<\/a>\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">4. <a title=\"VIDI\" href=\"https:\/\/www.dataviz.org\/\" target=\"_blank\" rel=\"noopener\">VIDI<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19239\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/vdi.png\" alt=\"vdi\" width=\"600\" height=\"315\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/vdi.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/vdi-300x157.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/vdi-341x179.png 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u306b\u8868\u793a\u3055\u305b\u308b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3002\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u3057\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u7a2e\u985e\uff08\u30c1\u30e3\u30fc\u30c8\u3084\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u3001\u30de\u30c3\u30d7\u306a\u3069\uff09\u3092\u9078\u629e\u3059\u308c\u3070\u3001HTML\u30da\u30fc\u30b8\u306b\u8868\u793a\u3059\u308b\u305f\u3081\u306e\u57cb\u3081\u8fbc\u307f\u30b3\u30fc\u30c9\uff08iframe\uff09\u3092\u8fd4\u3057\u3066\u304f\u308c\u308b\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5cMany Eyes\u3068\u540c\u69d8\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u7279\u5fb4\u3002ME\u306b\u6bd4\u3079\u3066\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u8c4a\u5bcc\u306b\u3042\u308b\u3053\u3068\u3084\u3001\u30c7\u30fc\u30bf\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306b\u306a\u3089\u306a\u3044\u70b9\u306a\u3069\u3067\u306fVIDI\u306e\u307b\u3046\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u8a00\u3048\u308b\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u306e\u5236\u9650\u308230MB\u307e\u3067\u3068ME\u306e\uff16\u500d\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u306b\u6b63\u3057\u304f\u8868\u793a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff08\u6642\u6298iframe\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3068\u3044\u3046\uff09\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c\u30d3\u30c7\u30aa\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb@<a href=\"https:\/\/www.dataviz.org\/\" target=\"_blank\" rel=\"noopener\">VIDI\u30db\u30fc\u30e0\u30da\u30fc\u30b8<\/a><\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">5. <a title=\"Statwing\" href=\"https:\/\/www.statwing.com\/\" target=\"_blank\" rel=\"noopener\">Statwing<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19242\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/statwing.png\" alt=\"statwing\" width=\"600\" height=\"304\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/statwing.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/statwing-300x152.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/statwing-341x172.png 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u7d71\u8a08\u5b66\u304c\u82e6\u624b\u306a\u4eba\u306b\u3082\u4f7f\u3044\u3084\u3059\u304f\u30c7\u30b6\u30a4\u30f3\u3055\u308c\u305f\u89e3\u6790\u30fb\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30fc\u30d3\u30b9\u3002\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u89e3\u6790\u3057\u305f\u3044\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u305d\u306e\u5c5e\u6027\u3084\u30c7\u30fc\u30bf\u306e\u5927\u304d\u3055\u306a\u3069\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u89e3\u6790\u65b9\u6cd5\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u3002\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u306f\u7121\u6599\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u30af\u30e9\u30a6\u30c9\u306e\u60c5\u5831\u304b\u3089\u89e3\u6790\u65b9\u6cd5\u3092\u63d0\u6848\u3057\u3066\u304f\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u7279\u5fb4\u7684\u3002Excel\u306b\u3082\u691c\u5b9a\u306a\u3069\u306e\u6a5f\u80fd\u306f\u3042\u308b\u304c\u4f7f\u3044\u65b9\u304c\u3042\u307e\u308a\u77e5\u3089\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001Statwing\u306e\u3088\u3046\u306b\u30cb\u30fc\u30ba\u306b\u6cbf\u3063\u305f\u89e3\u6790\u624b\u6cd5\u304c\u63d0\u6848\u3055\u308c\u308b\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u3088\u308a\u8eab\u8fd1\u3067\u52b9\u7387\u7684\u306a\u3082\u306e\u306b\u3059\u308b\u3002Excel\u3084SPSS\u306a\u3069\u306b\u6bd4\u3079\u3066\u3088\u308a\u4f7f\u3044\u3084\u3059\u304f\u3001\u6d17\u7df4\u3055\u308c\u305f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u8fd4\u3059\u3053\u3068\u3092\u58f2\u308a\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u5c06\u6765\u7684\u306b\u306f\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u6a5f\u80fd\u3092\u5236\u9650\u3057\u3001$20-30\/\u6708\u7a0b\u5ea6\u306e\u6709\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u8a2d\u7acb\u3055\u308c\u308b\u898b\u901a\u3057\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c<a href=\"https:\/\/www.statwing.com\/demos\/sopa\" target=\"_blank\" rel=\"noopener\">\u30c7\u30e2<\/a>\u3092\u8a66\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">6. <a title=\"Datawrapper\" href=\"https:\/\/datawrapper.de\/\" target=\"_blank\" rel=\"noopener\">Datawrapper<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19243\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/datawrapper.png\" alt=\"datawrapper\" width=\"600\" height=\"312\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/datawrapper.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/datawrapper-300x156.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/datawrapper-341x177.png 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u30a6\u30a7\u30d6\u30c1\u30e3\u30fc\u30c8\u306a\u3069\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u975e\u5e38\u306b\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3002\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3084CSV\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u3057\u3001\u30c1\u30e3\u30fc\u30c8\u306e\u7a2e\u985e\u3092\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u57cb\u8fbc\u30b3\u30fc\u30c9\u304c\u751f\u6210\u3055\u308c\u308b\u3002\u3082\u3068\u3082\u3068\u306f\u30c9\u30a4\u30c4\u306e\u30b8\u30e3\u30fc\u30ca\u30ea\u30b9\u30c8\u5411\u3051\u306b\u4f5c\u3089\u308c\u305f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3067\u3042\u308b\u3002\u30a4\u30bf\u30ea\u30a2\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304c\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u65e5\u672c\u8a9e\u3078\u306e\u5bfe\u5fdc\u306f\u4eca\u306e\u3068\u3053\u308d\u306a\u3044\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u6d17\u7df4\u3055\u308c\u305f\u4f7f\u3044\u3084\u3059\u3044UI\u30c7\u30b6\u30a4\u30f3\u3002\u76f4\u611f\u7684\u306b\u30aa\u30da\u30ec\u30fc\u30c8\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30c1\u30e3\u30fc\u30c8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3002\u8ef8\u306e\u540d\u524d\u306e\u8868\u793a\u4f4d\u7f6e\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u8981\u7d20\u3082\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u4f4d\u7f6e\u304b\u3089\u79fb\u52d5\u3055\u305b\u305f\u308a\u5909\u5316\u3055\u305b\u305f\u308a\u3059\u308b\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u5fc5\u8981\u304c\u3042\u308b\u3002\u30c6\u30fc\u30de\u30ab\u30e9\u30fc\u306e\u9078\u629e\u80a2\u3082\u9650\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c\u5206\u304b\u308a\u3084\u3059\u3044<a href=\"https:\/\/datawrapper.de\/docs\/tutorial\" target=\"_blank\" rel=\"noopener\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u304c\u30a2\u30c3\u30d7\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">7. <a title=\"Zoho Reports\" href=\"https:\/\/www.zoho.com\/reports\/\" target=\"_blank\" rel=\"noopener\">Zoho Reports<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19244\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/zohoreports.png\" alt=\"zohoreports\" width=\"600\" height=\"313\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/zohoreports.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/zohoreports-300x156.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/zohoreports-341x177.png 341w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u4e3b\u306b\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3002\u3044\u308d\u3044\u308d\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u3059\u308c\u3070\u3001Excel\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306a\u3069\u3068\u540c\u69d8\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u306e\u6642\u9593\u3092\u3042\u3089\u304b\u3058\u3081\u8a2d\u5b9a\u3057\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u305d\u306e\u5f8cSQL\u3092\u901a\u3057\u3066\u89e3\u6790\u3057\u305f\u308a\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u88fd\u4f5c\u306b\u4f7f\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4f5c\u3063\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u306f\u30a6\u30a7\u30d6\u4e0a\u3067\u30b7\u30a7\u30a2\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\uff08\uff12\u4eba\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5834\u5408\u306b\u306f\u6709\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u5fc5\u8981\u3068\u306a\u308b\uff09\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u57fa\u672c\u7684\u306a\u3082\u306e\u306b\u9650\u3089\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u30a6\u30a7\u30d6\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u304d\u306f\u3001\u52d5\u4f5c\u306e\u91cd\u3055\u304c\u6c17\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u306f10MB\u307e\u3067\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c<a href=\"https:\/\/reports.wiki.zoho.com\/Video-Demos.html\" target=\"_blank\" rel=\"noopener\">\u30c7\u30e2<\/a>\u3068<a href=\"https:\/\/reports.zoho.com\/ZDBSampleDatabases.cc\" target=\"_blank\" rel=\"noopener\">\u30b5\u30f3\u30d7\u30eb\u7d20\u6750<\/a>@Zoho\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">8. <a title=\"infogr.am\" href=\"https:\/\/infogr.am\/\" target=\"_blank\" rel=\"noopener\">Infogr.am<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19249\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infogram.png\" alt=\"infogram\" width=\"600\" height=\"383\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infogram.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infogram-300x191.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infogram-314x201.png 314w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u3001\u5186\u30b0\u30e9\u30d5\u306a\u3069\u306e\u30c1\u30e3\u30fc\u30c8\u3092\u3001\u7f8e\u3057\u304f\u7c21\u5358\u306b\u4f5c\u308c\u308b\u3088\u3046\u306b\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3002\u4ed6\u306b\u3082\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\u3084\u6a39\u5f62\u56f3\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u3082\u3067\u304d\u308b\u3002HTML\u30b3\u30fc\u30c9\u3082\u8fd4\u3057\u3066\u304f\u308c\u308b\u306e\u3067Web\u30da\u30fc\u30b8\u3078\u306e\u57cb\u8fbc\u307f\u3082\u53ef\u80fd\u30022012\u5e74\u306b\u30ed\u30fc\u30f3\u30c1\u3057\u305f\u3070\u304b\u308a\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3067\u3042\u308b\u304c\u3001\u77e5\u540d\u5ea6\u306f\u9ad8\u3044\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5b8c\u6210\u5ea6\u304c\u9ad8\u304f\u3001\u30de\u30a6\u30b9\u30aa\u30fc\u30d0\u30fc\u306b\u53cd\u5fdc\u3057\u3066\u30c7\u30fc\u30bf\u3092\u793a\u3057\u3066\u304f\u308c\u305f\u308a\u3082\u3059\u308b\u3002\u30c6\u30fc\u30de\u30ab\u30e9\u30fc\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3069\u3082\u591a\u6570\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u521d\u5fc3\u8005\u3067\u3082\u7c21\u5358\u306b\u7f8e\u3057\u3044\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u308a\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30d9\u30fc\u30b7\u30c3\u30af\u306a\u30c1\u30e3\u30fc\u30c8\u306b\u95a2\u3057\u3066\u306f\u7533\u3057\u5206\u7121\u3044\u304c\u3001\u305d\u308c\u3092\u8d8a\u3048\u308b\u8907\u96d1\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u306a\u308b\u3068\u3042\u307e\u308a\u81ea\u7531\u304c\u52b9\u304b\u305a\u4f7f\u3044\u3065\u3089\u3044\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">9. <a title=\"Tableau Public\" href=\"https:\/\/www.tableausoftware.com\/public\" target=\"_blank\" rel=\"noopener\">Tableau Public<\/a><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19248\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/public.png\" alt=\"public\" width=\"600\" height=\"397\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/public.png 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/public-300x198.png 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/public-581x385.png 581w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/public-303x201.png 303w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\uff08Windows\u306e\u307f\uff09<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u7c21\u5358\u306a\u3082\u306e\u304b\u3089\u8907\u96d1\u306a\u3082\u306e\u307e\u3067\u69d8\u3005\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u88fd\u4f5c\u3067\u304d\u308b\u3002\u30c7\u30fc\u30bf\u3092\u4f5c\u696d\u30a8\u30ea\u30a2\u306b\u30c9\u30ed\u30c3\u30d7\u3059\u308b\u3068\u6700\u9069\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u304c\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3055\u308c\u3001\u305d\u3053\u304b\u3089\u30e9\u30d9\u30eb\u3084\u30c7\u30fc\u30bf\u7bc4\u56f2\u306a\u3069\u3044\u308d\u3044\u308d\u306a\u9805\u76ee\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u30c9\u30e9\u30c3\u30b0\u30a2\u30f3\u30c9\u30c9\u30ed\u30c3\u30d7\u3067\u30c7\u30fc\u30bf\u306e\u7de8\u96c6\u304c\u3067\u304d\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u3088\u308a\u3082\u7c21\u5358\u306b\u3001\u624b\u65e9\u304f\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3067\u304d\u308b\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5185\u3067\u8a08\u7b97\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u751f\u30c7\u30fc\u30bf\u304b\u3089\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u307e\u3067\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u521d\u5fc3\u8005\u306b\u306f\u6bd4\u8f03\u7684\u4f7f\u3044\u306b\u304f\u304f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u7406\u89e3\u3059\u308b\u307e\u3067\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u6642\u9593\u304c\u5fc5\u8981\u3002\u307e\u305f\u7121\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306f\u30b5\u30fc\u30d0\u30fc\u5185\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\uff08\u500b\u4eba\u5411\u3051\u6709\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u306f$999\uff09\u3002<\/p>\n<h3 style=\"border-bottom: 1px solid #736F6E; padding-bottom: 0; margin-bottom: 10px;\">10. <a href=\"https:\/\/www.keylines.com Cambridge Intelligence\" target=\"_blank\" rel=\"noopener\">Keylines<\/a><\/h3>\n<table  align=\"center\">\n<tbody>\n<tr>\n<td><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-19171 alignleft\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/layout1.gif\" alt=\"layout1\" width=\"210\" height=\"150\" \/><\/td>\n<td style=\"text-align: left;\"><\/td>\n<td><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19174\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/layout3.gif\" alt=\"layout3\" width=\"210\" height=\"150\" \/><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>\uff5cWeb\u30d6\u30e9\u30a6\u30b6<\/p>\n<p><strong>\u3067\u304d\u308b\u3053\u3068<\/strong>\uff5c\u3053\u308c\u306f\u4e0a\u306b\u6319\u3052\u305f\uff19\u3064\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u8da3\u5411\u304c\u7570\u306a\u308a\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30923D\uff08\u307e\u305f\u306f2D\uff09\u3067\u8868\u793a\u3057\u305d\u306e\u95a2\u4fc2\u6027\u3092\u898b\u3048\u308b\u3088\u3046\u306b\u3059\u308bJS\u30d9\u30fc\u30b9\u306eWeb\u30a2\u30d7\u30ea\u3067\u3042\u308b\u3002twitter\u306a\u3069SNS\u4e0a\u3067\u306e\u3064\u306a\u304c\u308a\u3084\u3001\u793e\u5185\u7d44\u7e54\u3001\u4f1a\u793e\u3069\u3046\u3057\u306e\u95a2\u4fc2\u6027\u306a\u3069\u3092\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u3057\u3066\u8fd4\u3057\u3066\u304f\u308c\u308b\u3002iPad\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306a\u3069\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002UK\u30d9\u30fc\u30b9\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3067\u3042\u308b\uff082011\u5e74\u5275\u696d\uff09\u3002\u3053\u3053\u306b\u6319\u3052\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u3067\u306f\u552f\u4e00\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3002<\/p>\n<p><strong>\u3059\u3054\u3044\u3053\u3068<\/strong>\uff5c\u4e00\u898b\u8907\u96d1\u306b\u7d61\u307e\u3063\u3066\u3044\u308b\u3088\u3046\u306a\u95a2\u4fc2\u6027\u3082\u3001\u898b\u65b9\u3092\u5909\u3048\u3066\u6574\u7406\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u300c\u5f71\u97ff\u529b\u304c\u3042\u308b\u306e\u306f\u8ab0\u300d\u300c\u3069\u3053\u306b\u60c5\u5831\u304c\u96c6\u4e2d\u3057\u3066\u3044\u308b\u300d\u300c\u8ab0\u3068\u8ab0\u3068\u306e\u95a2\u4fc2\u304c\u5f37\u3044\u300d\u306a\u3069\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u4e00\u76ee\u3067\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002GoogleMaps\u3092\u64cd\u4f5c\u3059\u308b\u3088\u3046\u306a\u611f\u899a\u3067\u6574\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3044\u308d\u3044\u308d\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u7aef\u70b9\u3084\u30ea\u30f3\u30af\u306a\u3069\uff09\u3082\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3002<\/p>\n<p><strong>\u3044\u307e\u3072\u3068\u3064<\/strong>\uff5c\u30e9\u30a4\u30bb\u30f3\u30b9\u3084\u69d8\u3005\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8cfc\u5165\u3059\u308b\u3053\u3068\u3067\u30a2\u30d7\u30ea\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u304c\u3001\u9650\u3089\u308c\u305f\u30b3\u30b9\u30c8\u3067\u3069\u308c\u3060\u3051\u306e\u89e3\u6790\u304c\u53ef\u80fd\u304b\uff08\u30b3\u30b9\u30c8\u5bfe\u52b9\u679c\uff09 \u304c\u4e0d\u660e\u77ad\u306a\u3053\u3068\u3002\u307e\u305f\u6570\u591a\u304f\u7528\u610f\u3055\u308c\u305f\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u3046\u307e\u304f\u4f7f\u3044\u3053\u306a\u305b\u308b\u304b\u306f\u7591\u554f\u304c\u6b8b\u308b\u3002<\/p>\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong>\uff5c<a href=\"https:\/\/keylines.com\/\" target=\"_blank\" rel=\"noopener\">\u30c7\u30e2\u52d5\u753b<\/a>\u3092\u898b\u308b\u3068\u3059\u3054\u3055\u304c\u5206\u304b\u308b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"infographic\">\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19263\" src=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic.jpg\" alt=\"infographic\" width=\"600\" height=\"529\" srcset=\"https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic.jpg 600w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic-300x264.jpg 300w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic-589x520.jpg 589w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic-436x385.jpg 436w, https:\/\/blog.btrax.com\/jp\/wp-content\/uploads\/sites\/3\/2013\/08\/infographic-227x201.jpg 227w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>\u4e0a\u306b\u6319\u3052\u305f\u30c4\u30fc\u30eb\u306f\u300c\u30c7\u30fc\u30bf\u306e\u898b\u3048\u308b\u5316\u300d\u3068\u3044\u3046\u89b3\u70b9\u3067\u306f\u5341\u5206\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u300c\u591a\u304f\u306e\u4eba\u306b\u4f1d\u3048\u308b\u300d\u305f\u3081\u306e\u9053\u5177\u3068\u3057\u3066\u306f\u3068\u3066\u3082\u53d7\u52d5\u7684\u3067\u3001\u30c7\u30b6\u30a4\u30f3\u7684\u306b\u307e\u3060\u4e0d\u5341\u5206\u306a\u90e8\u5206\u304c\u591a\u3044\u3002\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3060\u3051\u3092\u898b\u3066\u3082\u304a\u3082\u3057\u308d\u304f\u306a\u3044\u3057\u3001\u305d\u3053\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u610f\u5473\u307e\u3067\u8aad\u3093\u3067\u3084\u308d\u3046\u3068\u8003\u3048\u3066\u304f\u308c\u308b\u4eba\u306f\u3054\u304f\u5c11\u6570\u3057\u304b\u3044\u306a\u3044\u3060\u308d\u3046\u3002\u307e\u305f<a title=\"\u3010\u3053\u308c\u304b\u3089\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u88c5\u7740\u578b\u3011\u6ce8\u76ee\u306e\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b910\u9078 \" href=\"https:\/\/blog.btrax.com\/jp\/2013\/06\/30\/wearable\/\" target=\"_blank\" rel=\"noopener\">\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30c7\u30d0\u30a4\u30b9<\/a>\u3084<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%82%B9%E3%83%9E%E3%83%BC%E3%83%88%E3%82%AB%E3%83%BC\" target=\"_blank\" rel=\"noopener\">\u30b9\u30de\u30fc\u30c8\u30ab\u30fc<\/a>\u306a\u3069\u304b\u3089\u5f97\u3089\u308c\u308b\u5fc3\u62cd\u6570\u3084\u8840\u7cd6\u5024\u3001\u6d88\u8cbb\u30ab\u30ed\u30ea\u30fc\u3001\u3042\u308b\u3044\u306f\u30d6\u30ec\u30fc\u30ad\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3084\u904b\u8ee2\u306e\u30af\u30bb\u3001\u6bce\u65e5\u306e\u30c9\u30e9\u30a4\u30d6\u7fd2\u6163\u306a\u3069\u306e\u3088\u3046\u306b\u3001\u76f4\u611f\u7684\u306b\u306f\u5206\u304b\u308a\u3065\u3089\u3044\u60c5\u5831\u3092\u3001\u3042\u3089\u3086\u308b\u4eba\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u308b\u305f\u3081\u306b\u306f\u3001\u3084\u306f\u308a <strong>\u697d\u3057\u3055\u3084\u898b\u3084\u3059\u3055\uff1d\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u30c7\u30b6\u30a4\u30f3 <\/strong>\u3082\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n<p>\u305d\u3053\u3067\u898b\u305f\u76ee\u306b\u3082\u697d\u3057\u304f\u3001\u96e3\u3057\u3044\u60c5\u5831\u3092\u8eab\u8fd1\u306b\u611f\u3058\u3089\u308c\u308b\u3088\u3046\u306a\uff08\u3044\u308f\u3070\u56f3\u9451\u3084\u96d1\u8a8c\u3001\u65b0\u805e\u306e\u65e5\u66dc\u7248\u306e\u3088\u3046\u306a\uff09\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u305d\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u518d\u3073\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304c<strong>\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af<\/strong>\u3067\u3001\u3053\u3053\u3067\u306f\u7d71\u8a08\/\u89e3\u6790\u3088\u308a\u3082\u30c7\u30b6\u30a4\u30f3\u306e\u8981\u7d20\u304c\u305d\u306e\u591a\u304f\u3092\u5360\u3081\u308b\uff08\u53b3\u5bc6\u306b\u306f\u4e0a\u3067\u63cf\u304b\u308c\u308b\u3088\u3046\u306a\u30b0\u30e9\u30d5\u3084\u30de\u30c3\u30d7\u3082\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u5206\u985e\u3055\u308c\u308b\u304c\u3001\u3053\u3053\u3067\u306f\u56f3\u4e2d\u306b\u8a00\u8449\u3067\u306e\u8aac\u660e\u304c\u306a\u3055\u308c\u3001\u305d\u308c\u3089\u3092\u4f75\u305b\u3066\u8aac\u660e\u304c\u5b8c\u7d50\u3059\u308b\u3088\u3046\u306a\u8981\u7d20\u3092\u6307\u3059\uff09\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u30d6\u30fc\u30e0\u306b\u4f75\u305b\u3066\u3001\u305d\u308c\u3092\u76f4\u611f\u7684\u306b\u8aac\u660e\u3067\u304d\u308b\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u3082\u95a2\u5fc3\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u56f3\u5f0f\u3060\u3002<\/p>\n<p style=\"text-align: right;\">Image by <a href=\"https:\/\/www.flickr.com\/photos\/billybrown00\/5339056635\/\" target=\"_blank\" rel=\"noopener\">Billy Brown<\/a><\/p>\n<h3>\u3088\u308a\u3088\u3044\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3067 \u30c7\u30fc\u30bf\u3092\u4f1d\u3048\u308b<\/h3>\n<p>\u4f5c\u308a\u8fbc\u307e\u308c\u305f\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u3072\u3068\u3064\u898b\u308c\u3070\u3001\u30bf\u30a4\u30dd\u30b0\u30e9\u30d5\u30a3\u3084\u914d\u8272\u3060\u3051\u3067\u306a\u304f\u3001\u60c5\u5831\u91cf\u306e\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3084\u8996\u7dda\u8a98\u5c0e\u306b\u81f3\u308b\u307e\u3067\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u3068\u3057\u3066\u914d\u616e\u3059\u308b\u8981\u7d20\u304c\u975e\u5e38\u306b\u591a\u304f\u76db\u308a\u8fbc\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3002\u4e00\u822c\u306b\u3001\u5206\u304b\u308a\u3084\u3059\u3044\u3068\u3055\u308c\u308b\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3068\u3055\u308c\u3066\u3044\u308b\uff1a<\/p>\n<ul>\n<li>\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u4e00\u76ee\u3067\u7c21\u5358\u306b\u5206\u304b\u308b\u3088\u3046\u306b\u8868\u793a\u3057\u305f\u3082\u306e<\/li>\n<li>\u6587\u5b57\u3068\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6709\u7528\u306a\u60c5\u5831\u3001\u30c8\u30ec\u30f3\u30c9\u3001\u30d1\u30bf\u30fc\u30f3\u306a\u3069\u3092\u660e\u78ba\u306b\u793a\u3057\u305f\u3082\u306e<\/li>\n<li>\u6587\u5b57\u306e\u307f\u306e\u60c5\u5831\u3088\u308a\u3082\u5206\u304b\u308a\u3084\u3059\u3044\u3053\u3068<\/li>\n<li>\u898b\u305f\u76ee\u306b\u7f8e\u3057\u304f\u300c\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u6c17\u6301\u3061\u3092\u304b\u304d\u7acb\u3066\u308b\u3053\u3068<\/li>\n<\/ul>\n<p><a title=\"History of Infographics\" href=\"https:\/\/visual.ly\/history-of-infographics\" target=\"_blank\" rel=\"noopener\">\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u7d00\u5143<\/a>\u306f\u53e4\u304f\u3001\u30a6\u30a7\u30d6\u4e0a\u306b\u3082\u305f\u304f\u3055\u3093\u306e\u8cc7\u6599\u304c\u3042\u308b\u3002\u3053\u306e\u8a18\u4e8b\u306e\u6700\u5f8c\u306b\u3001\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u6271\u3046\u30c7\u30b6\u30a4\u30f3\u4f1a\u793e\u306e\u30da\u30fc\u30b8\u3084\u307e\u3068\u3081\u30b5\u30a4\u30c8\u306e<a href=\"#list\">\u30ea\u30b9\u30c8<\/a>\u3092\u7528\u610f\u3057\u305f\u306e\u3067\u3001\u53c2\u8003\u306b\u3057\u3066\u307b\u3057\u3044\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u5148\u3078<\/h2>\n<p style=\"text-align: left;\">\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u9032\u6b69\u3057\u305f\u3044\u307e\u3001\u30c7\u30fc\u30bf\u306e\u8868\u73fe\u65b9\u6cd5\u306f\u4e8c\u6b21\u5143\u306e\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u4e0a\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u3002\u5009\u5eab\u306e\u5965\u306b\u30b9\u30c8\u30a2\u3055\u308c\u3066\u3044\u305f\u3088\u3046\u306a\u30c7\u30fc\u30bf\u3082\u3001\u5149\u3084\u97f3\u3001\u89e6\u611f\u306a\u3069\u306e\u8981\u7d20\u3092\u4f7f\u3046\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8996\u899a\u306e\u307f\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3088\u308a\u3082\u9ad8\u6b21\u5143\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u4f5c\u308a\u51fa\u3059\u3053\u3068\u3082\u3067\u304d\u308b\u3002\u4f8b\u3048\u3070\u4e0b\u306e\u30e0\u30fc\u30d3\u30fc\u306e\u3088\u3046\u306b\u3001\u30de\u30b7\u30f3\u306e\u8d70\u884c\u30c7\u30fc\u30bf\u304c\u4f01\u696d\u306e\u6b74\u53f2\u3084\u6280\u8853\u529b\u304c\u51dd\u7e2e\u3055\u308c\u305f<a title=\"HONDA | Ayrton Senna 1989\" href=\"https:\/\/www.honda.co.jp\/internavi-dots\/dots-lab\/senna1989\/\" target=\"_blank\" rel=\"noopener\">\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/a>\u3068\u306a\u308b\u3053\u3068\u3082\u3042\u308b\u3002<\/p>\n<p><div class=\"wrap_iframe\"><iframe loading=\"lazy\" src=\"\/\/player.vimeo.com\/video\/71005569?color=ffffff\" width=\"600\" height=\"450\"  allowfullscreen=\"allowfullscreen\"><\/iframe><\/p><\/div>\n<p>\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u88fd\u4f5c\u306f\u3001\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u304c\u3001\u3042\u304f\u307e\u3067\u3082\u7406\u89e3\u3092\u88dc\u52a9\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3053\u3068\u3092\u5fd8\u308c\u3066\u306f\u306a\u3089\u306a\u3044\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u6574\u7406\u306b\u53d6\u308a\u304b\u304b\u308b\u524d\u306b\u554f\u984c\/\u4eee\u8aac\u306e\u63d0\u8d77\u304c\u3042\u308b\u3053\u3068\u3001\u307e\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u7528\u3044\u305f\u4eee\u8aac\u306e\u691c\u8a3c\u304c\u3042\u3063\u3066\u3001\u521d\u3081\u3066\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u306b\u8fd1\u3065\u3051\u308b\u306e\u3067\u3042\u308b\u3002\u300c\u3042\u3001\u30ab\u30c3\u30b3\u3044\u3044\u306a\u300d\u3067\u7d42\u308f\u308b\u3053\u3068\u306a\u304f\u3001\u898b\u305f\u4eba\u306e\u884c\u52d5\u3084\u8003\u3048\u65b9\u3092\u5909\u3048\u3089\u308c\u308b\u3088\u3046\u306a\u3001<a title=\"\u30c7\u30b6\u30a4\u30f3 = \u611f\u60c5 + \u4f7f\u3044\u3084\u3059\u3055\uff5c\u9078\u3070\u308c\u308b\u30a6\u30a7\u30d6\u30c7\u30b6\u30a4\u30f3\u3068\u306f \" href=\"https:\/\/blog.btrax.com\/jp\/webdesign\/\" target=\"_blank\" rel=\"noopener\">\u5fc3\u306b\u97ff\u304f\u30c7\u30b6\u30a4\u30f3<\/a>\u3092\u4f53\u73fe\u3057\u305f\u3044\u3002<\/p>\n<p>\u6765\u6708\uff19\u6708\u306b\u30dc\u30b9\u30c8\u30f3\u3067<a href=\"https:\/\/theinnovationenterprise.com\/summits\/data-visualization-summit-boston-2013\" target=\"_blank\" rel=\"noopener\">\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u5b66\u4f1a<\/a>\u3082\u4e88\u5b9a\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u8208\u5473\u3092\u3082\u305f\u308c\u305f\u65b9\u306f\u53c2\u52a0\u3055\u308c\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3060\u308d\u3046\u304b\u3002<\/p>\n<h3 id=\"list\">\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u6271\u3046\u4f01\u696d<\/h3>\n<ul>\n<li>Applied Works <a href=\"https:\/\/www.appliedworks.co.uk\" target=\"_blank\" rel=\"noopener\">https:\/\/www.appliedworks.co.uk<\/a><\/li>\n<li>Ben Fry <a href=\"https:\/\/fathom.info\" target=\"_blank\" rel=\"noopener\">https:\/\/fathom.info<\/a><\/li>\n<li>Bestiario <a href=\"https:\/\/www.bestiario.org\" target=\"_blank\" rel=\"noopener\">https:\/\/www.bestiario.org<\/a><\/li>\n<li>Bloom <a href=\"https:\/\/bloom.io\" target=\"_blank\" rel=\"noopener\">https:\/\/bloom.io<\/a><\/li>\n<li>Boost Labs <a href=\"https:\/\/www.boostlabs.com\" target=\"_blank\" rel=\"noopener\">https:\/\/www.boostlabs.com<\/a><\/li>\n<li>Carbon Visuals <a href=\"https:\/\/www.carbonvisuals.com\" target=\"_blank\" rel=\"noopener\">https:\/\/www.carbonvisuals.com<\/a><\/li>\n<li>Column Five <a href=\"https:\/\/columnfivemedia.com\/work-types\/data-visualization\/\" target=\"_blank\" rel=\"noopener\">https:\/\/columnfivemedia.com\/&#8230;<\/a><\/li>\n<li>David McCandless <a href=\"https:\/\/davidmccandless.com\" target=\"_blank\" rel=\"noopener\">https:\/\/davidmccandless.com<\/a><\/li>\n<li>Density Design <a href=\"https:\/\/www.densitydesign.org\/projects\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.densitydesign.org\/&#8230;<\/a><\/li>\n<li>Fathom <a href=\"https:\/\/fathom.info\" target=\"_blank\" rel=\"noopener\">https:\/\/fathom.info<\/a><\/li>\n<li>Field <a href=\"https:\/\/field.io\" target=\"_blank\" rel=\"noopener\">https:\/\/field.io<\/a><\/li>\n<li>Flink Labs <a href=\"https:\/\/flinklabs.com\/index.html#projects\" target=\"_blank\" rel=\"noopener\">https:\/\/flinklabs.com\/&#8230;<\/a><\/li>\n<li>Infographic Design Team <a href=\"https:\/\/www.infographicdesignteam.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.infographicdesignteam.com\/<\/a><\/li>\n<li>Ito World <a href=\"https:\/\/itoworld.com\" target=\"_blank\" rel=\"noopener\">https:\/\/itoworld.com<\/a><\/li>\n<li>JESS3 <a href=\"https:\/\/jess3.com\" target=\"_blank\" rel=\"noopener\">https:\/\/jess3.com<\/a><\/li>\n<li>Juice Analytics <a href=\"https:\/\/juiceanalytics.com\/gallery\" target=\"_blank\" rel=\"noopener\">https:\/\/juiceanalytics.com\/&#8230;<\/a><\/li>\n<li>Marcos Weskamp <a href=\"https:\/\/marumushi.com\/tags\/information+visualization\" target=\"_blank\" rel=\"noopener\">https:\/\/marumushi.com\/&#8230;<\/a><\/li>\n<li>Moritz Stefaner <a href=\"https:\/\/moritz.stefaner.eu\" target=\"_blank\" rel=\"noopener\">https:\/\/moritz.stefaner.eu<\/a><\/li>\n<li>Nicholas Felton <a href=\"https:\/\/moritz.stefaner.eu\" target=\"_blank\" rel=\"noopener\">https:\/\/feltron.tumblr.com\/<\/a><\/li>\n<li>OOM Creative <a href=\"https:\/\/moritz.stefaner.eu\" target=\"_blank\" rel=\"noopener\">https:\/\/oomcreative.com<\/a><\/li>\n<li>Periscopic <a href=\"https:\/\/moritz.stefaner.eu\" target=\"_blank\" rel=\"noopener\">https:\/\/periscopic.com<\/a><\/li>\n<li>Pitch Interactive <a href=\"https:\/\/pitchinteractive.com\" target=\"_blank\" rel=\"noopener\">https:\/\/pitchinteractive.com<\/a><\/li>\n<li>Potion Design <a href=\"https:\/\/potiondesign.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/potiondesign.com\/<\/a><\/li>\n<li>Rhiza Labs <a href=\"https:\/\/rhizalabs.com\" target=\"_blank\" rel=\"noopener\">https:\/\/rhizalabs.com<\/a><\/li>\n<li>Stefanie Posavec <a href=\"https:\/\/itsbeenreal.co.uk\" target=\"_blank\" rel=\"noopener\">https:\/\/itsbeenreal.co.uk<\/a><\/li>\n<li>Stamen <a href=\"https:\/\/www.stamen.com\" target=\"_blank\" rel=\"noopener\">https:\/\/www.stamen.com<\/a><\/li>\n<li>Vizzuality <a href=\"https:\/\/www.vizzuality.com\" target=\"_blank\" rel=\"noopener\">https:\/\/www.vizzuality.com<\/a><\/li>\n<\/ul>\n<h3>\u307e\u3068\u3081\u30b5\u30a4\u30c8<\/h3>\n<ul>\n<li>visual.ly <a title=\"visual.ly\" href=\"https:\/\/visual.ly\/\" target=\"_blank\" rel=\"noopener\">https:\/\/visual.ly\/<\/a><\/li>\n<li>coolinfographics.com <a href=\"https:\/\/www.coolinfographics.com\/links\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.coolinfographics.com\/<\/a><\/li>\n<li>businessweek.com <a href=\"https:\/\/images.businessweek.com\/ss\/09\/08\/0812_data_visualization_heroes\/\" target=\"_blank\" rel=\"noopener\">https:\/\/images.businessweek.com\/<\/a><\/li>\n<li>freshtrax <a href=\"https:\/\/blog.btrax.com\/jp\/2012\/09\/27\/200-design-learning-resource\/#C11\" target=\"_blank\" rel=\"noopener\">https:\/\/blog.btrax.com\/jp\/<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p style=\"text-align: right;\">\u8457\u8005\uff1a\u4e95\u4e0a \u592a\u90ce <a href=\"https:\/\/twitter.com\/nomusicnotaro\" target=\"_blank\" rel=\"noopener\">@nomusicnotaro<\/a><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u306a\u305c\u3044\u307eData Visualization\u304b\uff1f \u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u30c7\u30fc\u30bf\u306e\u300c\u898b\u3048\u308b\u5316\u300d\u3067\u3042\u308b\u3002\u30e2\u30d0\u30a4\u30eb\u3084\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u7aef\u672b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u7b49\u304b\u3089\u69d8\u3005\u306a\u60c5\u5831\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u4ecb\u3057\u3066\u84c4\u7a4d\u3055\u308c\u3066\u3044\u308b\u4eca\u65e5\u3001\u3053\u306e\u300c\u30d3\u30c3\u30b0\u30c7 [&hellip;]<\/p>\n","protected":false},"author":51,"featured_media":20317,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[226],"tags":[212,213],"class_list":["post-19124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-design","tag-212","tag-213"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/posts\/19124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/users\/51"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/comments?post=19124"}],"version-history":[{"count":8,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/posts\/19124\/revisions"}],"predecessor-version":[{"id":55739,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/posts\/19124\/revisions\/55739"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/media\/20317"}],"wp:attachment":[{"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/media?parent=19124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/categories?post=19124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.btrax.com\/jp\/wp-json\/wp\/v2\/tags?post=19124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}