{"id":16005,"date":"2020-05-02T13:55:23","date_gmt":"2020-05-02T12:55:23","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?post_type=dt_lessons&#038;p=16005"},"modified":"2020-05-02T13:55:23","modified_gmt":"2020-05-02T12:55:23","slug":"highchart-line-plot-interactif-dans-r","status":"publish","type":"dt_lessons","link":"https:\/\/www.datanovia.com\/en\/fr\/lessons\/highchart-line-plot-interactif-dans-r\/","title":{"rendered":"Highchart Line Plot Interactif dans R"},"content":{"rendered":"<div id=\"rdoc\">\n<p>Vous apprendrez comment cr\u00e9er un <strong>graphe lin\u00e9aire interactif dans R<\/strong> \u00e0 l\u2019aide du package R highchart.<\/p>\n<p>Sommaire:<\/p>\n<div id=\"TOC\">\n<ul>\n<li><a href=\"#chargement-des-packages-r-r\u00e9quis\">Chargement des packages R r\u00e9quis<\/a><\/li>\n<li><a href=\"#pr\u00e9paration-des-donn\u00e9es\">Pr\u00e9paration des donn\u00e9es<\/a><\/li>\n<li><a href=\"#line-plots-basiques\">Line plots basiques<\/a><\/li>\n<li><a href=\"#line-plot-avec-plusieurs-groupes\">Line plot avec plusieurs groupes<\/a><\/li>\n<li><a href=\"#line-plot-avec-un-axe-x-num\u00e9rique\">Line plot avec un axe x num\u00e9rique<\/a><\/li>\n<li><a href=\"#line-plots-avec-les-dates-sur-laxe-des-abscisses-s\u00e9ries-chronologiques\">Line plots avec les dates sur l\u2019axe des abscisses : S\u00e9ries chronologiques<\/a><\/li>\n<li><a href=\"#spline-ligne-avec-interpolation-polynomiale\">Spline : Ligne avec interpolation polynomiale<\/a><\/li>\n<\/ul>\n<\/div>\n<div id=\"chargement-des-packages-r-r\u00e9quis\" class=\"section level2\">\n<h2>Chargement des packages R r\u00e9quis<\/h2>\n<pre class=\"r\"><code># Charger les packages R requis\r\nlibrary(tidyverse)\r\nlibrary(highcharter) \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=\"pr\u00e9paration-des-donn\u00e9es\" class=\"section level2\">\n<h2>Pr\u00e9paration des donn\u00e9es<\/h2>\n<p>Nous allons cr\u00e9er deux data frames d\u00e9riv\u00e9es du jeu de donn\u00e9es <code>ToothGrowth<\/code>.<\/p>\n<pre class=\"r\"><code>df &lt;- data.frame(dose=c(\"D0.5\", \"D1\", \"D2\"),\r\n                len=c(4.2, 10, 29.5))\r\n\r\nhead(df, 4)<\/code><\/pre>\n<pre><code>##   dose  len\r\n## 1 D0.5  4.2\r\n## 2   D1 10.0\r\n## 3   D2 29.5<\/code><\/pre>\n<pre class=\"r\"><code>df2 &lt;- data.frame(supp=rep(c(\"VC\", \"OJ\"), each=3),\r\n                dose=rep(c(\"D0.5\", \"D1\", \"D2\"),2),\r\n                len=c(6.8, 15, 33, 4.2, 10, 29.5))\r\n\r\nhead(df2, 4)<\/code><\/pre>\n<pre><code>##   supp dose  len\r\n## 1   VC D0.5  6.8\r\n## 2   VC   D1 15.0\r\n## 3   VC   D2 33.0\r\n## 4   OJ D0.5  4.2<\/code><\/pre>\n<ul>\n<li><code>len<\/code>: Longueur des dents<\/li>\n<li><code>dose<\/code>: Dose en milligrammes (0,5, 1, 2)<\/li>\n<li><code>supp<\/code>: Type de suppl\u00e9ment (VC ou OJ)<\/li>\n<\/ul>\n<\/div>\n<div id=\"line-plots-basiques\" class=\"section level2\">\n<h2>Line plots basiques<\/h2>\n<pre class=\"r\"><code>hc &lt;- df %&gt;% hchart(\r\n  'line', hcaes(x = dose, y = len),\r\n  color = \"steelblue\"\r\n  ) <\/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\/009-highcharter-line-plot-basic-line-plots.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<div id=\"line-plot-avec-plusieurs-groupes\" class=\"section level2\">\n<h2>Line plot avec plusieurs groupes<\/h2>\n<pre class=\"r\"><code>hc &lt;- df2 %&gt;% \r\n  hchart(\r\n  'line', hcaes(x = dose, y = len, group = supp)\r\n  )  %&gt;%\r\n  hc_colors(c(\"#999999\", \"#E69F00\"))<\/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\/009-highcharter-line-plot-line-plots-with-multiple-groups.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<div id=\"line-plot-avec-un-axe-x-num\u00e9rique\" class=\"section level2\">\n<h2>Line plot avec un axe x num\u00e9rique<\/h2>\n<p>Si la variable sur l\u2019axe des abscisses est num\u00e9rique, il peut \u00eatre utile de la traiter comme une variable continue ou un facteur, selon ce que vous voulez faire:<\/p>\n<pre class=\"r\"><code># Cr\u00e9er des donn\u00e9es\r\ndf3 &lt;- data.frame(supp=rep(c(\"VC\", \"OJ\"), each=3),\r\n                dose=rep(c(\"0.5\", \"1\", \"2\"),2),\r\n                len=c(6.8, 15, 33, 4.2, 10, 29.5))\r\nhead(df3)<\/code><\/pre>\n<pre><code>##   supp dose  len\r\n## 1   VC  0.5  6.8\r\n## 2   VC    1 15.0\r\n## 3   VC    2 33.0\r\n## 4   OJ  0.5  4.2\r\n## 5   OJ    1 10.0\r\n## 6   OJ    2 29.5<\/code><\/pre>\n<p>Axe X trait\u00e9 comme une variable continue:<\/p>\n<pre class=\"r\"><code>df3$dose &lt;- as.numeric(as.vector(df3$dose))\r\nhc &lt;- df3 %&gt;%\r\n  hchart('line', hcaes(x = dose, y = len, group = supp)) <\/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\/009-highcharter-line-plot-line-plot-numeric-x-axis.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<p>Axe X trait\u00e9 comme une variable discr\u00e8te:<\/p>\n<pre class=\"r\"><code>df3$dose&lt;-as.factor(df3$dose)\r\nhc &lt;- df3 %&gt;% \r\n  hchart('line', hcaes(x = dose, y = len, group = supp)) <\/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\/009-highcharter-line-plot-x-axis-treated-as-discrete-variable.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<div id=\"line-plots-avec-les-dates-sur-laxe-des-abscisses-s\u00e9ries-chronologiques\" class=\"section level2\">\n<h2>Line plots avec les dates sur l\u2019axe des abscisses : S\u00e9ries chronologiques<\/h2>\n<pre class=\"r\"><code># Donn\u00e9es sur les s\u00e9ries chronologiques \u00e9conomiques\r\n# V\u00e9rifie automatiquement si la colonne x est une date\r\ndata(economics_long, package = \"ggplot2\")\r\neconomics_long2 &lt;- economics_long %&gt;%\r\n  dplyr::filter(variable %in% c(\"pop\", \"uempmed\", \"unemploy\"))\r\neconomics_long2 <\/code><\/pre>\n<pre><code>## # A tibble: 1,722 x 4\r\n##   date       variable  value value01\r\n##   &lt;date&gt;     &lt;chr&gt;     &lt;dbl&gt;   &lt;dbl&gt;\r\n## 1 1967-07-01 pop      198712 0      \r\n## 2 1967-08-01 pop      198911 0.00164\r\n## 3 1967-09-01 pop      199113 0.00330\r\n## 4 1967-10-01 pop      199311 0.00492\r\n## 5 1967-11-01 pop      199498 0.00646\r\n## 6 1967-12-01 pop      199657 0.00777\r\n## # \u2026 with 1,716 more rows<\/code><\/pre>\n<pre class=\"r\"><code>hc &lt;- hchart(\r\n  economics_long2, \"line\", \r\n  hcaes(x = date, y = value01, group = variable)\r\n  )<\/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\/009-highcharter-line-plot-line-plot-of-time-series-data.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<div id=\"spline-ligne-avec-interpolation-polynomiale\" class=\"section level2\">\n<h2>Spline : Ligne avec interpolation polynomiale<\/h2>\n<pre class=\"r\"><code># Pr\u00e9paration des donn\u00e9es \r\ndata(\"diamonds\", package = \"ggplot2\")\r\ndf4 &lt;- diamonds %&gt;%\r\n  group_by(cut, color)%&gt;%\r\n  count()\r\n\r\n# Graphique Spline\r\nhc &lt;- df4 %&gt;% \r\n  hchart('spline', hcaes(x = 'cut', y = 'n', group = \"color\"))<\/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\/009-highcharter-line-plot-spline-plot.html\" frameborder=\"2\"><br \/>\n<\/iframe><\/p>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vous apprendrez \u00e0 cr\u00e9er un graphique lin\u00e9aire interactif dans R \u00e0 l&rsquo;aide du package R highchart.<\/p>\n","protected":false},"author":1,"featured_media":10726,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","class_list":["post-16005","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 Line Plot Interactif 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\" 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