{"id":3506,"date":"2018-07-10T13:58:41","date_gmt":"2018-07-10T13:58:41","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=3506"},"modified":"2023-02-15T11:31:54","modified_gmt":"2023-02-15T11:31:54","slug":"11-best-open-source-data-visualization-tools","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/","title":{"rendered":"11 Best Open-Source Data Visualization Tools [Updated] (\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb)"},"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-69f1d79287159\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f1d79287159\"><\/a><\/span><\/div>\n<nav><ul 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\/11-best-open-source-data-visualization-tools\/#Open-Source_Data_Visualization_Tools\" title=\"\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#1_Candela\" title=\"1.\u30ab\u30f3\u30c7\u30e9\">1.\u30ab\u30f3\u30c7\u30e9<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#2_Charted\" title=\"2.\u30c1\u30e3\u30fc\u30c8\u4ed8\u304d\">2.\u30c1\u30e3\u30fc\u30c8\u4ed8\u304d<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#3_Datawrapper\" title=\"3.\u30c7\u30fc\u30bf\u30e9\u30c3\u30d1\u30fc\">3.\u30c7\u30fc\u30bf\u30e9\u30c3\u30d1\u30fc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#4_Leaflet\" title=\"4.\u30ea\u30fc\u30d5\u30ec\u30c3\u30c8\">4.\u30ea\u30fc\u30d5\u30ec\u30c3\u30c8<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#5_RawGraphs\" title=\"5.RawGraphs\">5.RawGraphs<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#6_Chartistjs\" title=\"6.Chartist.js\">6.Chartist.js<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#7_D3js\" title=\"7.D3.js\">7.D3.js<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#8_Plotly\" title=\"8.\u30d7\u30ed\u30c3\u30c8\u30ea\u30fc\">8.\u30d7\u30ed\u30c3\u30c8\u30ea\u30fc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#9_Polymaps\" title=\"9.\u30dd\u30ea\u30de\u30c3\u30d7\">9.\u30dd\u30ea\u30de\u30c3\u30d7<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#10_OpenHeatMaps\" title=\"10.\u30aa\u30fc\u30d7\u30f3\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\">10.\u30aa\u30fc\u30d7\u30f3\u30d2\u30fc\u30c8\u30de\u30c3\u30d7<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#11_DyGraphs\" title=\"11.DyGraphs\">11.DyGraphs<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/#Comparison_Matrix\" title=\"\u6bd4\u8f03\u30de\u30c8\u30ea\u30c3\u30af\u30b9\">\u6bd4\u8f03\u30de\u30c8\u30ea\u30c3\u30af\u30b9<\/a><\/li><\/ul><\/nav><\/div>\n<p><em>\u66f4\u65b0\u3057\u307e\u3057\u305f\u30022019\u5e748\u670819\u65e5<br \/>\n<\/em>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3067Kolabtree\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b5\u30fc\u3067\u3042\u308bChristopher Frye\u304c\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u8996\u899a\u5316\u3057\u3066\u89e3\u91c8\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u30c8\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306f\u3001\u79c1\u305f\u3061\u304c\u523b\u3005\u3068\u751f\u6210\u30fb\u53ce\u96c6\u3059\u308b\u3001\u6025\u901f\u306b\u5897\u52a0\u3059\u308b\u81a8\u5927\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u5bb9\u3057\u3001\u6d44\u5316\u3057\u3001\u51e6\u7406\u3057\u3001\u8868\u793a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/?search=data%20visualization&amp;utm_source=DataVizTools\">\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/a> \u306f\u3001\u4f01\u696d\u304c\u7af6\u4e89\u529b\u3092\u6301\u3061\u3001\u5909\u5316\u3059\u308b\u74b0\u5883\u306b\u7d20\u65e9\u304f\u9069\u5fdc\u3059\u308b\u305f\u3081\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3001\u307e\u305f\u306f\u305d\u308c\u306b\u8fd1\u3044\u72b6\u614b\u3067\u306e\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f7f\u7528\u304c\u6c42\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u6700\u3082\u52b9\u679c\u7684\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u5206\u6790\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u6709\u80fd\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u53ef\u8996\u5316\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u6570\u591a\u304f\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Open-Source_Data_Visualization_Tools\"><\/span>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><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> conducted for this post revealed more than 50 data visualization tools that can be considered &#8220;open source&#8221;. Open source can sometimes generate a bit of confusion as being synonymous with &#8220;free&#8221;. The\u00a0<a href=\"https:\/\/opensource.com\/resources\/what-open-source\" target=\"_blank\" rel=\"noopener noreferrer\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=en&amp;q=https:\/\/opensource.com\/resources\/what-open-source&amp;source=gmail&amp;ust=1531304172290000&amp;usg=AFQjCNFQGlwFQt8z36irFsWUW359EZB_bQ\">\u6700\u3082\u57fa\u672c\u7684\u306a\u5b9a\u7fa9<\/a>\u00a0\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u306f\u3001\u300c\u8ab0\u3082\u304c\u95b2\u89a7\u3001\u4fee\u6b63\u3001\u6539\u826f\u3067\u304d\u308b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u6301\u3064\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u300d\u306e\u3053\u3068\u3067\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3042\u308b\u7a0b\u5ea6\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\u3092\u8981\u6c42\u3057\u307e\u3059\u304c\u3001\u30d5\u30ea\u30fc\u306e\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u5fc5\u305a\u3057\u3082\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Tableau Public\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30d5\u30ea\u30fc\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306e\u4e00\u4f8b\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Tableau\u306e\u4ee3\u66ff\u54c1\u3092\u3044\u304f\u3064\u304b\u53d6\u308a\u4e0a\u3052\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30d5\u30ea\u30fc\u304a\u3088\u3073\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3001\u5404\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u691c\u8a0e\u3059\u308b\u305f\u3081\u306e\u6bd4\u8f03\u8868\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Candela\"><\/span>1. <a href=\"https:\/\/candela.readthedocs.io\/en\/latest\/\">\u30ab\u30f3\u30c7\u30e9<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Candela\uff08\u30ad\u30e3\u30f3\u30c7\u30e9\uff09\u306f\u3001\u65e5\u672c\u56fd\u5185\u3067\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002 <a href=\"http:\/\/resonant.kitware.com\/\">\u30ec\u30be\u30ca\u30f3\u30b9<\/a> \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Candela\u306f\u3001\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30d5\u30eb\u30b9\u30a4\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u4ed6\u306e\u30c4\u30fc\u30eb\u3068\u306f\u4e00\u7dda\u3092\u753b\u3057\u3066\u3044\u307e\u3059\u3002Candela\u3092\u30ed\u30fc\u30ab\u30eb\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306b\u306f\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u4ecb\u3057\u3066\u6700\u65b0\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30ea\u30ea\u30fc\u30b9\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u30c4\u30fc\u30eb\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u6700\u65b0\u306e\u958b\u767a\u30ea\u30ea\u30fc\u30b9\u304c\u53ef\u80fd\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Charted\"><\/span>2. <a href=\"https:\/\/www.charted.co\/\">\u30c1\u30e3\u30fc\u30c8\u4ed8\u304d<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Charted\u306f\u3001\u304a\u305d\u3089\u304f\u6700\u3082\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u3067\u3001.csv\u30d5\u30a1\u30a4\u30eb\u3084Google Sheets\u306e\u5834\u6240\u3078\u306e\u30ea\u30f3\u30af\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u300cGO\u300d\u3092\u62bc\u3059\u3068\u3001Charted\u304c\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u4f7f\u3063\u3066\u8996\u899a\u7684\u306b\u8868\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002Charted\u306e\u958b\u767a\u8005\u306b\u3088\u308b\u3068\u3001\uff08Charted\u3092\u4f5c\u3063\u305f\u306e\u306f <a href=\"https:\/\/medium.com\/data-lab\">\u30d7\u30ed\u30c0\u30af\u30c8\u30b5\u30a4\u30a8\u30f3\u30b9\u30c1\u30fc\u30e0<\/a> \u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u300c\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u306a\u3044\u300d\u300c\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u306a\u3044\u300d\u300c\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u30c4\u30fc\u30eb\u3067\u306f\u306a\u3044\u300d\u3068\u3044\u30463\u3064\u306e\u539f\u5247\u306b\u57fa\u3065\u3044\u3066\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u306a\u3044\u3001\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u306a\u3044\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u30c4\u30fc\u30eb\u3067\u306f\u306a\u3044\u3002\u307e\u305f\u3001\u30bf\u30d6\u533a\u5207\u308a\u306e\u30d5\u30a1\u30a4\u30eb\u3084Dropbox\u3078\u306e\u30ea\u30f3\u30af\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\uff1f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Datawrapper\"><\/span>3. <a href=\"https:\/\/www.datawrapper.de\/\">\u30c7\u30fc\u30bf\u30e9\u30c3\u30d1\u30fc<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Datawrapper\u306f2011\u5e74\u306b\u767b\u5834\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3001\u4e3b\u306b\u30b8\u30e3\u30fc\u30ca\u30ea\u30b9\u30c8\u304c\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30ea\u30b5\u30fc\u30c1\u30e3\u30fc\u306b\u3068\u3063\u3066\u6709\u7528\u306a\u307b\u3069\u5305\u62ec\u7684\u3067\u3059\u3002\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f\u307b\u3068\u3093\u3069\u306e\u30c4\u30fc\u30eb\u3068\u306f\u5bfe\u7167\u7684\u306b\u3001Datawrapper\u306b\u306f\u7121\u6599\u7248\u3068\u6709\u6599\u7248\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306a\u3044\u305f\u3081\u3001\u6280\u8853\u7684\u306b\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b5\u30a4\u30c8\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30ab\u30c3\u30c8\uff06\u30da\u30fc\u30b9\u30c8\u3057\u3066\u3001\u8996\u899a\u5316\u3057\u3066\u3001\u516c\u958b\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u30c1\u30e3\u30fc\u30c8\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u306e\u3067\u3001\u8996\u8074\u8005\u306f\u88cf\u306e\u5024\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3057\u3001\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u5358\u7d14\u306a\u68d2\u30b0\u30e9\u30d5\u304b\u3089\u6563\u5e03\u56f3\u307e\u3067\u5e45\u5e83\u3044\u30c1\u30e3\u30fc\u30c8\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308a\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">\u4eca\u9031\u306e\u30a6\u30a3\u30fc\u30af\u30ea\u30fc\u30c1\u30e3\u30fc\u30c8\u3067\u306f\u3001\u8cdb\u7f8e\u3057\u307e\u3059\u3002 <a href=\"https:\/\/twitter.com\/hashtag\/worldcup?src=hash&amp;ref_src=twsrc%5Etfw\">#worldcup<\/a> \u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u30c9\u30c3\u30c8\u30d7\u30ed\u30c3\u30c8\u3078\u306e\u30b7\u30f3\u30dc\u30eb\u306e\u5c0e\u5165\u3001\u3088\u308a\u826f\u3044\u30db\u30d0\u30fc\u52b9\u679c\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u306e\u30c8\u30ea\u30d7\u30eb\u5316\u306a\u3069\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/t.co\/uZoRwM5R81\">https:\/\/t.co\/uZoRwM5R81<\/a> <a href=\"https:\/\/t.co\/RHOYSlAsKL\">pic.twitter.com\/RHOYSlAsKL<\/a><\/p>\n<p>- \u30c7\u30fc\u30bf\u30e9\u30c3\u30d1\u30fc\uff08@Datawrapper <a href=\"https:\/\/twitter.com\/Datawrapper\/status\/1014877287655854080?ref_src=twsrc%5Etfw\">2018\u5e747\u67085\u65e5<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Leaflet\"><\/span>4. <a href=\"https:\/\/leafletjs.com\/\">\u30ea\u30fc\u30d5\u30ec\u30c3\u30c8<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Leaflet\u306f\u3001\u5730\u56f3\u304c\u3059\u3079\u3066\u3067\u3059\u3002\u5b9f\u969b\u306b\u306f\u30c1\u30e3\u30fc\u30c8\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u81ea\u3089\u3092\u300c\u30e2\u30d0\u30a4\u30eb\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u305f\u3081\u306e\u4e3b\u8981\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9JavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u3068\u8b33\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3057\u3001\u30ba\u30fc\u30e0\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3084\u30de\u30a6\u30b9\u30aa\u30fc\u30d0\u30fc\u6a5f\u80fd\u306a\u3069\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5730\u56f3\u306e\u6295\u5f71\u3084CSS3\u306b\u3088\u308b\u7c21\u5358\u306a\u30b9\u30bf\u30a4\u30eb\u5909\u66f4\u306a\u3069\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u6a5f\u80fd\u8ffd\u52a0\u3082\u53ef\u80fd\u3067\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u306a\u3044\u5834\u5408\u306b\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u6295\u7968\u3057\u3066\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u30ac\u30a4\u30c9\u306e\u3088\u3046\u306a\u57fa\u672c\u7684\u306a\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u958b\u767a\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\uff08\u5b89\u5b9a\u7248\u3068\u9032\u884c\u4e2d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\uff09\u304b\u3089\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_RawGraphs\"><\/span>5. <a href=\"https:\/\/rawgraphs.io\/\">RawGraphs<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Charted\u3084Datawrapper\u306b\u4f3c\u3066\u3044\u308b\u70b9\u3082\u3042\u308b\u304c\u3001RawGraphs\u306f\u3001\u305d\u306e\u30ad\u30e3\u30c3\u30c1\u30d5\u30ec\u30fc\u30ba\u304c\u00a0<em>\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3068\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u9593\u306e\u30df\u30c3\u30b7\u30f3\u30b0\u30ea\u30f3\u30af\u3067\u3059\u3002\u00a0<\/em>\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u30ab\u30c3\u30c8\uff06\u30da\u30fc\u30b9\u30c8\u3059\u308b\u304b\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u30ea\u30f3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u304b\u306e\u3044\u305a\u308c\u304b\u3092\u8981\u6c42\u3059\u308b\u3060\u3051\u3067\u3001\u591a\u7a2e\u591a\u69d8\u306a\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002RawGraphs\u3092\u5dee\u5225\u5316\u3059\u308b\u7279\u5fb4\u306e\u4e00\u3064\u306f\u3001\u578b\u7834\u308a\u306a\u53ef\u8996\u5316\u30e2\u30c7\u30eb\u304c\u591a\u6570\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3060\uff08\u30b5\u30f3\u30d0\u30fc\u30b9\u30c8\u3001\u6c96\u7a4d\u56f3\u3001\u968e\u5c64\u7684\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u30c7\u30f3\u30c9\u30ed\u30b0\u30e9\u30e0\u7b49\u3005\uff09\u3002\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u5fc3\u914d\u306f\u3044\u308a\u307e\u305b\u3093\u3002\u901a\u5e38\u306e\u30b0\u30e9\u30d5\uff08\u68d2\u30b0\u30e9\u30d5\u3001\u7dda\u30b0\u30e9\u30d5\u3001\u5186\u30b0\u30e9\u30d5\u3001\u6563\u5e03\u56f3\uff09\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e0a\u7d1a\u8005\u5411\u3051\u306b\u306f\u3001\u65b0\u3057\u3044\u30bf\u30a4\u30d7\u306e\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4f5c\u6210\u3057\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u63b2\u8f09\u3059\u308b\u305f\u3081\u306b\u30d9\u30af\u30bf\u30fc\u307e\u305f\u306f\u30e9\u30b9\u30bf\u30fc\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f\u8c4a\u5bcc\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u3059\u3050\u306b\u7d42\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u5927\u4f5c\u306b\u3059\u3050\u306b\u53d6\u308a\u639b\u304b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Chartistjs\"><\/span>6. <a href=\"https:\/\/gionkunz.github.io\/chartist-js\/\">Chartist.js<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Chartist.js\u3082\u307e\u305f\u3001\u6b21\u306e\u3088\u3046\u306a\u30ad\u30e3\u30c3\u30c1\u30d5\u30ec\u30fc\u30ba\u3092\u4f53\u73fe\u3059\u308bJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u00a0<em>\u30b7\u30f3\u30d7\u30eb\u306a\u30ec\u30b9\u30dd\u30f3\u30b7\u30d6\u30fb\u30c1\u30e3\u30fc\u30c8\u3002\u00a0<\/em>\u78ba\u304b\u306b\u3002\u6edd\u3084\u7bb1\u3072\u3052\u56f3\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001Chartist.js\u304c\u5931\u3063\u305f\u591a\u69d8\u6027\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u3067\u88dc\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30c8\uff08CSS\uff09\u306f\u3001\u3053\u306e\u30c4\u30fc\u30eb\u3067\u306f\u304b\u306a\u308a\u306e\u7bc4\u56f2\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u3088\u3063\u3066\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u4e2d\u306b\u306fSVG\u3092\u4f7f\u3063\u305f\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002SVG\u3068\u306f\uff1fSVG\u3068\u306f\u00a0<em>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d9\u30af\u30bf\u30fc\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9<\/em>SVG\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027\u3084\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u3001\uff08\u89e3\u50cf\u5ea6\u3092\u843d\u3068\u3055\u305a\u306b\uff09\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u3059\u3002Chartist.js\u3067\u306f\u3001SVG\u3092\u6700\u5148\u7aef\u306e\u6280\u8853\u3068\u3057\u3066\u6349\u3048\u3066\u304a\u308a\u3001\u305d\u306e\u30d3\u30b8\u30e7\u30f3\u306f\u660e\u3089\u304b\u306b <a href=\"http:\/\/bumpsetcreative.com\/10-reasons-the-image-format-svg-is-rocking-the-internet\/\">\u4eba\u3067\u5171\u6709<\/a>.\u30d6\u30e9\u30a6\u30b6\u306e\u4e92\u63db\u6027\u306e\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30a4\u30c8\u306b\u306f\u4e92\u63db\u6027\u306e\u3042\u308b\u30d6\u30e9\u30a6\u30b6\u3092\u793a\u3059\u7c21\u6f54\u306a\u8868\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"7_D3js\"><\/span>7. <a href=\"https:\/\/d3js.org\/\">D3.js<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>D3.js\u306f\u3001html\u3001svg\u3001css\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3001\u3082\u3046\u4e00\u3064\u306eJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002D3\u3068\u306f\u00a0<em>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/em>\u3053\u3053\u3067\u3044\u3046\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u306f\u3001DOM\uff08Document Object Model\uff09\u306e\u3053\u3068\u3067\u3059\u3002D3.js\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306f\u3001\u300c\u72ec\u81ea\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u7e1b\u3089\u308c\u308b\u3053\u3068\u306a\u304f\u300d\u3001\u30a6\u30a7\u30d6\u6a19\u6e96\u306b\u3088\u308b\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u3001\u6700\u65b0\u306e\u30d6\u30e9\u30a6\u30b6\u306e\u6a5f\u80fd\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002D3.js\u306f\u3001\u4ed6\u306e\u30ab\u30c3\u30c8\uff06\u30da\u30fc\u30b9\u30c8\u30c4\u30fc\u30eb\u3068\u306f\u6b63\u53cd\u5bfe\u306e\u5b66\u7fd2\u65b9\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u300c\u30b3\u30fc\u30c9\u300d\u3068\u3044\u3046\u8a00\u8449\u306b\u62b5\u6297\u304c\u3042\u308b\u4eba\u306b\u306f\u5411\u304b\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u3068\u306f\u3044\u3048\u3001\u30c7\u30b6\u30a4\u30f3\u306e\u5275\u9020\u6027\u3084\u30b0\u30e9\u30d5\u4f5c\u6210\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u3001\u307b\u307c\u7121\u9650\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u308c\u3070\u3001D3.js\u306f\u307e\u3055\u306b\u3046\u3063\u3066\u3064\u3051\u306e\u30c4\u30fc\u30eb\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"8_Plotly\"><\/span>8. <a href=\"https:\/\/plot.ly\/\">Plotly<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Plotly\u306e\u65b0\u3057\u3044 <a href=\"https:\/\/twitter.com\/hashtag\/Python?src=hash&amp;ref_src=twsrc%5Etfw\">#Python<\/a> \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\uff1a\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u9ad8\u901f\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a <a href=\"https:\/\/twitter.com\/hashtag\/Jupyter?src=hash&amp;ref_src=twsrc%5Etfw\">#Jupyter<\/a> \u30ce\u30fc\u30c8\u3001\u691c\u8a3c\u30fb\u30fb\u30fb\u3053\u308c\u306f\u5927\u304d\u3044\u3067\u3059\u306d\u3002 <a href=\"https:\/\/t.co\/iRzERrUdQX\">https:\/\/t.co\/iRzERrUdQX<\/a> \u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002 <a href=\"https:\/\/twitter.com\/jonmmease?ref_src=twsrc%5Etfw\">@jonmmease<\/a> \ud83d\udc4d <a href=\"https:\/\/t.co\/VvnGdmgGEk\">pic.twitter.com\/VvnGdmgGEk<\/a><\/p>\n<p>- Radim \u0158Eh\u016f\u0159ek (@RadimRehurek) <a href=\"https:\/\/twitter.com\/RadimRehurek\/status\/1015162502517346304?ref_src=twsrc%5Etfw\">2018\u5e747\u67086\u65e5<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\nPlotly\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u88fd\u54c1\u3068\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\uff08\u6709\u6599\uff09\u88fd\u54c1\u306e\u4e21\u65b9\u3092\u6301\u3061\u3001\u305d\u308c\u305e\u308c\u306e\u5c64\u306b\u72ec\u81ea\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u306e\u4e00\u4f8b\u3067\u3059\u3002\u88fd\u54c1\u306f2\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08Plotly On-Premises\u3068Plotly Cloud\uff09\u306b\u5206\u985e\u3055\u308c\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30b9\u30e9\u30a4\u30c9\u30c7\u30c3\u30ad\u3001SQL\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u30ab\u30d0\u30fc\u3059\u308b4\u3064\u306e\u4e3b\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002SQL\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u7121\u6599\u3067\u3001Plotly\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306fJavaScript\u3001Python\u3001R\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3002Plotly\u306e\u3088\u304f\u77e5\u3089\u308c\u305f\u6a5f\u80fd\u306e1\u3064\uff08\u5c11\u306a\u304f\u3068\u3082\u6709\u6599\u306e\u30c4\u30fc\u30eb\u3067\u306f\uff09\u306b\u3001\u4ed6\u306e\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u3068\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u5171\u540c\u3067\u5171\u6709\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"9_Polymaps\"><\/span>9. <a href=\"http:\/\/polymaps.org\/\">\u30dd\u30ea\u30de\u30c3\u30d7<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Leaflet\u306b\u4f3c\u305fPolymaps\u306f\u3001\u305d\u306e\u540d\u306e\u901a\u308a\u300c\u30e2\u30c0\u30f3\u306aWeb\u30d6\u30e9\u30a6\u30b6\u3067\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5730\u56f3\u3092\u4f5c\u308b\u300d\u305f\u3081\u306eJavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u69cb\u6210\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002Polymaps\u3082\u307e\u305f\u3001SVG\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3001CSS\u306b\u3088\u308b\u30b9\u30bf\u30a4\u30ea\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002\u5730\u56f3\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001\u4e00\u822c\u7684\u306a\u30b9\u30c8\u30ea\u30fc\u30c8\u30ec\u30a4\u30e4\u30fc\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30af\u30ed\u30eb\u30d7\u30eb\u30b9\u30de\u30c3\u30d7\uff08\u4f8b\u3048\u3070\u5dde\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u3092\u6bd4\u8f03\u3059\u308b\uff09\u3001\u4eba\u53e3\u5bc6\u5ea6\u3001\u3055\u3089\u306b\u306fk-means\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u4f7f\u7528\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"10_OpenHeatMaps\"><\/span>10. <a href=\"http:\/\/www.openheatmap.com\/\">\u30aa\u30fc\u30d7\u30f3\u30d2\u30fc\u30c8\u30de\u30c3\u30d7<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u4f5c\u6210\u3059\u308b\u3068\u3044\u3046\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u306f\u3001OpenHeatMaps\u306f\u3001csv\u3001excel\u3001Google Sheets\u306e\u3044\u305a\u308c\u304b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3001\u3059\u3050\u306b\u5730\u56f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3001\u304b\u306a\u308a\u57fa\u672c\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002OpenHeatMap\u306f\u3001\u958b\u767a\u8005\u304c\u81ea\u5206\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u5185\u3067\u5730\u56f3\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\uff08JQuery\u30d7\u30e9\u30b0\u30a4\u30f3\u3068\u3057\u3066\uff09\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u969b\u306b\u306f\u30011\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5b8c\u5168\u306a\u30b9\u30c8\u30ea\u30fc\u30c8\u30a2\u30c9\u30ec\u30b9\u3092\u5165\u308c\u3001\u5225\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5024\u3092\u8868\u3059\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\uff08\u4f8b\uff1a\u4f4f\u5b85\u4fa1\u683c\u3001\u8ca9\u58f2\u4fa1\u683c\u3001\u5f93\u696d\u54e1\u6570\u306a\u3069\uff09\u3002\u5730\u57df\u306f\u3001\u30dd\u30a4\u30f3\u30c8\u30d9\u30fc\u30b9\uff08\u3064\u307e\u308a1\u3064\u306e\u4f4f\u6240\uff09\u3001\u307e\u305f\u306f\u5e02\u3001\u90e1\u3001\u5dde\u306a\u3069\u306e\u96c6\u5408\u4f53\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"11_DyGraphs\"><\/span>11. <a href=\"http:\/\/dygraphs.com\/\">DyGraphs<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DyGraphs\u306f\u3001\u4e3b\u306a\u6a5f\u80fd\u306e\u3072\u3068\u3064\u3068\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u8b33\u3063\u3066\u3044\u307e\u3059\u3002\u00a0<em>\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u00a0<\/em>\u306f\u3001\u4f55\u767e\u4e07\u3082\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u300c\u8a70\u307e\u3089\u305b\u308b\u300d\u3053\u3068\u306a\u304f\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3082\u3046\u4e00\u3064\u306e\u7279\u5fb4\u306f\u3001\u81ea\u5206\u304c\u7d71\u8a08\u5b66\u306e\u5c02\u9580\u5bb6\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u306e\u305f\u3081\u306b\u3001\u30a8\u30e9\u30fc\u30d0\u30fc\u3084\u4fe1\u983c\u533a\u9593\u3092\u8868\u793a\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u306b1\u3064\u306e\u6a19\u6e96\u504f\u5dee\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30c7\u30e2\u306f\u304b\u306a\u308a\u57fa\u672c\u7684\u306a\u3082\u306e\u3067\u3059\u304c\u3001\u72ec\u81ea\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3092\u3059\u3050\u306b\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Comparison_Matrix\"><\/span>\u6bd4\u8f03\u30de\u30c8\u30ea\u30c3\u30af\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-3645 size-full\" src=\"https:\/\/blog.kolabtree.com\/wp-content\/uploads\/2018\/07\/comparison-matrix-data.jpg\" alt=\"\" width=\"918\" height=\"1560\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data.jpg 918w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data-177x300.jpg 177w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data-603x1024.jpg 603w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data-768x1305.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data-904x1536.jpg 904w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/07\/comparison-matrix-data-177x300@2x.jpg 354w\" sizes=\"(max-width: 918px) 100vw, 918px\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Updated: 19 August 2019 In this post, Christopher Frye, a data science consultant and Kolabtree freelancer, provides the top open-source data visualization tools that can help you easily visualize and interpret complex data. Data visualization tools help to house, cleanse, process and display the rapidly growing, vast and complex data that we generate and collect every moment. Data visualization facilitates decision-making processes that allow businesses to compete and adapt quickly to changing environments. The ever-increasing flow of data streams in both real-time and near real-time require the use of dynamic dashboards, driving the demand for sophisticated tools, platforms and applications. The most effective visualizations combine data cleansing and analytic techniques,<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/11-best-open-source-data-visualization-tools\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":62,"featured_media":3635,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,247,433],"tags":[423,422,365,450],"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>11 Best Open-Source Data Visualization Tools | Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Candela, Plotly, D3.js and more: 11 of the best open-source data visualization tools available, along with a comparison matrix.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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Frye","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/f8652ac13efc7af25b6e9e8192d89499?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f8652ac13efc7af25b6e9e8192d89499?s=96&d=mm&r=g","caption":"Christopher Frye"},"description":"Christopher Frye is an independent market research consultant based in Panama City, Panama with more than 20 years of experience covering industry verticals such as energy, consumer products, and technology. 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