{"id":16040,"date":"2020-05-03T10:47:37","date_gmt":"2020-05-03T09:47:37","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?post_type=dt_lessons&#038;p=16040"},"modified":"2020-05-03T10:47:37","modified_gmt":"2020-05-03T09:47:37","slug":"highchart-graphiques-interactifs-avances-dans-r","status":"publish","type":"dt_lessons","link":"https:\/\/www.datanovia.com\/en\/fr\/lessons\/highchart-graphiques-interactifs-avances-dans-r\/","title":{"rendered":"Highchart Graphiques Interactifs Avanc\u00e9s dans R"},"content":{"rendered":"<div id=\"rdoc\">\n<p>Vous apprendrez \u00e0 utiliser le package R highcharter pour cr\u00e9er des <strong>graphiques interactifs<\/strong> \u00e0 partir des r\u00e9sultats de m\u00e9thodes statistiques avanc\u00e9es, telles que:<\/p>\n<ul>\n<li>Analyse de r\u00e9seau<\/li>\n<li>Mod\u00e8les de survie<\/li>\n<li>Analyse en composantes principales<\/li>\n<li>Matrice de corr\u00e9lation<\/li>\n<li>Matrice de distance<\/li>\n<\/ul>\n<p>Sommaire:<\/p>\n<div id=\"TOC\">\n<ul>\n<li><a href=\"#pr\u00e9requis\">Pr\u00e9requis<\/a><\/li>\n<li><a href=\"#analyse-de-r\u00e9seau\">Analyse de r\u00e9seau<\/a><\/li>\n<li><a href=\"#mod\u00e8les-de-survie\">Mod\u00e8les de survie<\/a><\/li>\n<li><a href=\"#analyse-en-composantes-principales\">Analyse en composantes principales<\/a><\/li>\n<li><a href=\"#matrice-de-distance\">Matrice de distance<\/a><\/li>\n<li><a href=\"#matrice-de-corr\u00e9lation\">Matrice de corr\u00e9lation<\/a><\/li>\n<\/ul>\n<\/div>\n<div id=\"pr\u00e9requis\" class=\"section level2\">\n<h2>Pr\u00e9requis<\/h2>\n<pre class=\"r\"><code># Charger les packages R requis\r\nlibrary(tidyverse)\r\nlibrary(highcharter) \r\n\r\n# D\u00e9finir les options de highcharter\r\noptions(highcharter.theme = hc_theme_smpl(tooltip = list(valueDecimals = 2)))<\/code><\/pre>\n<\/div>\n<div id=\"analyse-de-r\u00e9seau\" class=\"section level2\">\n<h2>Analyse de r\u00e9seau<\/h2>\n<pre class=\"r\"><code>library(igraph)\r\nN &lt;- 40\r\n\r\nnet &lt;- sample_gnp(N, p = 2 \/ N)\r\nwc &lt;- cluster_walktrap(net)\r\n\r\nV(net)$label &lt;- seq(N)\r\nV(net)$name &lt;- paste(&quot;I&#39;m #&quot;, seq(N))\r\nV(net)$page_rank &lt;- round(page.rank(net)$vector, 2)\r\nV(net)$betweenness &lt;- round(betweenness(net), 2)\r\nV(net)$degree &lt;- degree(net)\r\nV(net)$size &lt;- V(net)$degree\r\nV(net)$comm &lt;- membership(wc)\r\nV(net)$color &lt;- colorize(membership(wc))\r\n\r\nhc &lt;- hchart(net, layout = layout_with_fr)<\/code><\/pre>\n<pre class=\"r\"><code>hc<\/code><\/pre>\n<p><iframe width=\"95%\" height=\"450\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/highcharter\/figures\/028-highcharter-advanced-graphics-igraph.html\" frameborder=\"2\"><br \/>\n<\/iframe>\n<\/div>\n<div id=\"mod\u00e8les-de-survie\" class=\"section level2\">\n<h2>Mod\u00e8les de survie<\/h2>\n<pre class=\"r\"><code>library(survival)\r\n\r\ndata(lung)\r\nlung &lt;- mutate(lung, sex = ifelse(sex == 1, &quot;Male&quot;, &quot;Female&quot;))\r\nfit &lt;- survfit(Surv(time, status) ~ sex, data = lung) \r\n\r\nhc &lt;- hchart(fit, ranges = TRUE)<\/code><\/pre>\n<pre class=\"r\"><code>hc<\/code><\/pre>\n<p><iframe width=\"95%\" height=\"450\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/highcharter\/figures\/028-highcharter-advanced-graphics-survival-model.html\" frameborder=\"2\"><br \/>\n<\/iframe>\n<\/div>\n<div id=\"analyse-en-composantes-principales\" class=\"section level2\">\n<h2>Analyse en composantes principales<\/h2>\n<pre class=\"r\"><code>hc &lt;- hchart(princomp(USArrests, cor = TRUE))<\/code><\/pre>\n<pre class=\"r\"><code>hc<\/code><\/pre>\n<p><iframe width=\"95%\" height=\"450\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/highcharter\/figures\/028-highcharter-advanced-graphics-principal-component-analysis.html\" frameborder=\"2\"><br \/>\n<\/iframe>\n<\/div>\n<div id=\"matrice-de-distance\" class=\"section level2\">\n<h2>Matrice de distance<\/h2>\n<pre class=\"r\"><code>mtcars2 &lt;- mtcars[1:20, ]\r\nx &lt;- dist(mtcars2)\r\nhc &lt;- hchart(x)<\/code><\/pre>\n<pre class=\"r\"><code>hc<\/code><\/pre>\n<p><iframe width=\"95%\" height=\"450\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/highcharter\/figures\/028-highcharter-advanced-graphics-distance-matrix.html\" frameborder=\"2\"><br \/>\n<\/iframe>\n<\/div>\n<div id=\"matrice-de-corr\u00e9lation\" class=\"section level2\">\n<h2>Matrice de corr\u00e9lation<\/h2>\n<pre class=\"r\"><code>hc &lt;- hchart(cor(mtcars))<\/code><\/pre>\n<pre class=\"r\"><code>hc<\/code><\/pre>\n<p><iframe width=\"95%\" height=\"450\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/highcharter\/figures\/028-highcharter-advanced-graphics-correlation-matrix.html\" frameborder=\"2\"><br \/>\n<\/iframe>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vous apprendrez \u00e0 utiliser le package R highcharter pour cr\u00e9er des graphiques interactifs \u00e0 partir des r\u00e9sultats de m\u00e9thodes statistiques avanc\u00e9es, telles que les analyses de r\u00e9seaux, les mod\u00e8les de survie, les analyses en composantes principales, les matrices de corr\u00e9lation et de distance<\/p>\n","protected":false},"author":1,"featured_media":16041,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","class_list":["post-16040","dt_lessons","type-dt_lessons","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Highchart Graphiques Interactifs Avanc\u00e9s dans R - Datanovia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.datanovia.com\/en\/fr\/lessons\/highchart-graphiques-interactifs-avances-dans-r\/\" 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