{"id":15588,"date":"2020-04-01T22:15:29","date_gmt":"2020-04-01T21:15:29","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?p=15588"},"modified":"2020-04-01T22:15:29","modified_gmt":"2020-04-01T21:15:29","slug":"comment-creer-un-beau-graphique-dans-r-combine-a-un-tableau-de-statistiques-descriptives","status":"publish","type":"post","link":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-beau-graphique-dans-r-combine-a-un-tableau-de-statistiques-descriptives\/","title":{"rendered":"Comment Cr\u00e9er un Beau Graphique dans R Combin\u00e9 \u00e0 un Tableau de Statistiques Descriptives"},"content":{"rendered":"<div id=\"rdoc\">\n<p>Vous apprendrez \u00e0 cr\u00e9er de jolies graphiques dans R et \u00e0 ajouter au graphique un tableau de statistiques descriptives telles que la taille de l\u2019\u00e9chantillon (n), la m\u00e9diane, la moyenne et l\u2019IQR. Nous allons \u00e9galement d\u00e9crire comment cr\u00e9er des graphiques multipanels combin\u00e9s avec le tableau r\u00e9capitulatif. Exemples de graphiques illustr\u00e9s ici : box plot, violon plot, bar plot, line plot ; etc.<\/p>\n<p>Sommaire:<\/p>\n<div id=\"TOC\">\n<ul>\n<li><a href=\"#pr\u00e9requis\">Pr\u00e9requis<\/a><\/li>\n<li><a href=\"#box-plots-basiques-avec-ajout-de-statistiques-descriptives\">Box plots basiques avec ajout de statistiques descriptives<\/a><\/li>\n<li><a href=\"#graphiques-group\u00e9s-avec-tableau-r\u00e9capitulatif\">Graphiques group\u00e9s avec tableau r\u00e9capitulatif<\/a>\n<ul>\n<li><a href=\"#box-plots-et-violin-plots-group\u00e9es\">Box plots et violin plots group\u00e9es<\/a><\/li>\n<li><a href=\"#diagrammes-en-barres-et-diagrammes-en-lignes-group\u00e9s\">Diagrammes en barres et diagrammes en lignes group\u00e9s<\/a><\/li>\n<li><a href=\"#trois-groupes-sur-laxe-des-x\">Trois groupes sur l\u2019axe des x<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#graphiques-multipanels-avec-tableau-de-synth\u00e8se\">Graphiques multipanels avec tableau de synth\u00e8se<\/a><\/li>\n<li><a href=\"#construire-pas-\u00e0-pas-un-graphique-multipanel-personnalis\u00e9\">Construire pas \u00e0 pas un graphique multipanel personnalis\u00e9<\/a><\/li>\n<\/ul>\n<\/div>\n<div id=\"pr\u00e9requis\" class=\"section level2\">\n<h2>Pr\u00e9requis<\/h2>\n<p>Charger les packages R requis<\/p>\n<pre class=\"r\"><code>library(tidyverse)\r\nlibrary(rstatix)\r\nlibrary(ggpubr)<\/code><\/pre>\n<p>Pr\u00e9paration des donn\u00e9es:<\/p>\n<pre class=\"r\"><code># Donn\u00e9es de d\u00e9monstration\r\ndata(\"ToothGrowth\")\r\ndf &lt;- ToothGrowth\r\ndf$dose &lt;- as.factor(df$dose)\r\n# Ajouter une colonne QC al\u00e9atoire\r\nset.seed(123)\r\nqc &lt;- rep(c(\"pass\", \"fail\"), 30)\r\ndf$qc &lt;- as.factor(sample(qc, 60))\r\n# Inspecter les donn\u00e9es\r\nhead(df)<\/code><\/pre>\n<pre><code>##    len supp dose   qc\r\n## 1  4.2   VC  0.5 fail\r\n## 2 11.5   VC  0.5 pass\r\n## 3  7.3   VC  0.5 fail\r\n## 4  5.8   VC  0.5 pass\r\n## 5  6.4   VC  0.5 pass\r\n## 6 10.0   VC  0.5 pass<\/code><\/pre>\n<\/div>\n<div id=\"box-plots-basiques-avec-ajout-de-statistiques-descriptives\" class=\"section level2\">\n<h2>Box plots basiques avec ajout de statistiques descriptives<\/h2>\n<p>Dans le code R suivant, les valeurs possibles pour l\u2019argument <code>ggfunc<\/code> sont les fonctions du package R ggpubr, incluant : <code>ggboxplot<\/code>, <code>ggviolin<\/code>, <code>ggdotplot<\/code>, <code>ggbarplot<\/code>, <code>ggline<\/code>, etc. Il peut \u00e9galement s\u2019agir de toute autre fonction ggplot qui accepte les arguments suivants: <code>data, x, color, fill, palette, ggtheme, facet.by<\/code>.<\/p>\n<pre class=\"r\"><code># Graphique basique\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = \"jitter\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-boxplots-with-summary-statistics-1.png\" width=\"480\" \/><\/p>\n<pre class=\"r\"><code># Colorer par groupes\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = \"jitter\",\r\n  color = \"dose\", palette = \"npg\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-boxplots-with-summary-statistics-2.png\" width=\"480\" \/><\/p>\n<div class=\"block\">\n<p>Notez que vous pouvez cr\u00e9er pas \u00e0 pas votre propre graphique et le tableau r\u00e9capitulatif de statistiques descriptives. Le code R suivant d\u00e9crit comment combiner le graphique principal et le tableau r\u00e9capitulatif en une seule figure.<\/p>\n<\/div>\n<pre class=\"r\"><code># Calculer des statistiques descriptives\r\nsummary.stats &lt;- df %&gt;%\r\n  group_by(dose) %&gt;%\r\n  get_summary_stats() %&gt;%\r\n  select(dose, n, median, iqr)\r\nsummary.stats\r\n\r\n# Cr\u00e9er un boxplot\r\nbxp &lt;- ggboxplot(\r\n  df, x = \"dose\", y = \"len\", add = \"jitter\", \r\n  ggtheme = theme_bw()\r\n)\r\n\r\n# Visualiser les statistiques descriptives\r\nsummary.plot &lt;- ggsummarytable(\r\n  summary.stats, x = \"dose\", y = c(\"n\", \"median\", \"iqr\"),\r\n  ggtheme = theme_bw()\r\n  ) +\r\n  clean_table_theme()\r\n\r\n# Combiner le boxplot et le graphique des statistiques descriptives\r\nggarrange(\r\n  bxp, summary.plot, ncol = 1, align = \"v\",\r\n  heights = c(0.80, 0.20)\r\n  )<\/code><\/pre>\n<\/div>\n<div id=\"graphiques-group\u00e9s-avec-tableau-r\u00e9capitulatif\" class=\"section level2\">\n<h2>Graphiques group\u00e9s avec tableau r\u00e9capitulatif<\/h2>\n<div id=\"box-plots-et-violin-plots-group\u00e9es\" class=\"section level3\">\n<h3>Box plots et violin plots group\u00e9es<\/h3>\n<pre class=\"r\"><code># Plots group\u00e9s\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = \"jitter\",\r\n  color = \"supp\", palette = \"npg\"\r\n  )\r\n\r\n# Changer le type de graphique\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggviolin, add = c(\"jitter\", \"median_iqr\"),\r\n  color = \"supp\", palette = \"npg\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-grouped-box-plots-and-violin-plots-1.png\" width=\"336\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-grouped-box-plots-and-violin-plots-2.png\" width=\"336\" \/><\/p>\n<\/div>\n<div id=\"diagrammes-en-barres-et-diagrammes-en-lignes-group\u00e9s\" class=\"section level3\">\n<h3>Diagrammes en barres et diagrammes en lignes group\u00e9s<\/h3>\n<pre class=\"r\"><code># Cr\u00e9er un barplot\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggbarplot, add = c(\"jitter\", \"median_iqr\"), position = position_dodge(),\r\n  color = \"supp\", palette = \"npg\"\r\n  )\r\n\r\n# Cr\u00e9er des graphiques en ligne\r\nggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggline, add = c(\"jitter\", \"median_iqr\"), \r\n  color = \"supp\", palette = \"npg\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-grouped-bar-plots-and-line-plots-1.png\" width=\"336\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-grouped-bar-plots-and-line-plots-2.png\" width=\"336\" \/><\/p>\n<\/div>\n<div id=\"trois-groupes-sur-laxe-des-x\" class=\"section level3\">\n<h3>Trois groupes sur l\u2019axe des x<\/h3>\n<pre class=\"r\"><code>ggsummarystats(\r\n  df, x = \"supp\", y = \"len\", \r\n  ggfunc = ggboxplot, add = c(\"jitter\"), \r\n  color = \"dose\", palette = \"npg\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-grouped-plots-1.png\" width=\"336\" \/><\/p>\n<\/div>\n<\/div>\n<div id=\"graphiques-multipanels-avec-tableau-de-synth\u00e8se\" class=\"section level2\">\n<h2>Graphiques multipanels avec tableau de synth\u00e8se<\/h2>\n<p>Arguments cl\u00e9s:<\/p>\n<ul>\n<li><code>facet.by<\/code>: vecteur de caract\u00e8res, de longueur 1 ou 2, sp\u00e9cifiant les variables de regroupement pour le d\u00e9coupage du graphe en plusieurs panels. Devrait figurer dans les donn\u00e9es.<\/li>\n<li><code>labeller<\/code>: Vecteur de caract\u00e8res. Les valeurs possibles sont l\u2019une de <code>label_both<\/code> (panel \u00e9tiquet\u00e9 \u00e0 la fois par des noms de variables de regroupement et des niveaux) et <code>label_value<\/code> (panel \u00e9tiquet\u00e9 avec seulement des niveaux de regroupement).<\/li>\n<\/ul>\n<p>Cr\u00e9er des panels en fonction d\u2019une variable de regroupement:<\/p>\n<pre class=\"r\"><code>ggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = c(\"jitter\"), \r\n  color = \"dose\", palette = \"jco\",\r\n  facet.by = \"supp\", labeller = \"label_value\",\r\n  ggtheme = theme_bw(), legend = \"top\"\r\n)<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-multipanel-plots-with-summary-table-one-grouping-variable-1.png\" width=\"576\" \/><\/p>\n<p>Cr\u00e9er des panels en fonction de deux variables de regroupement<\/p>\n<pre class=\"r\"><code>ggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = c(\"jitter\"), \r\n  color = \"dose\", palette = \"jco\",\r\n  facet.by = c(\"supp\", \"qc\"), labeller = \"label_both\", \r\n  ggtheme = theme_bw(), legend = \"top\"\r\n)<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-multipanel-plots-with-summary-table-two-grouping-variables-1.png\" width=\"576\" \/><\/p>\n<p>Cr\u00e9er des panels ind\u00e9pendants en utilisant l\u2019argument <code>free<\/code>:<\/p>\n<pre class=\"r\"><code>ggsummarystats(\r\n  df, x = \"dose\", y = \"len\", \r\n  ggfunc = ggboxplot, add = c(\"jitter\"), \r\n  color = \"dose\", palette = \"jco\",\r\n  facet.by = c(\"supp\", \"qc\"), labeller = \"label_both\", \r\n  free.panels = TRUE,\r\n  ggtheme = theme_bw(), legend = \"top\"\r\n)<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-independent-panels-1.png\" width=\"576\" \/><\/p>\n<\/div>\n<div id=\"construire-pas-\u00e0-pas-un-graphique-multipanel-personnalis\u00e9\" class=\"section level2\">\n<h2>Construire pas \u00e0 pas un graphique multipanel personnalis\u00e9<\/h2>\n<p>Cr\u00e9er un box plot multipanel en utilisant une seule variable de regroupement (<code>supp<\/code>):<\/p>\n<pre class=\"r\"><code># Regrouper les donn\u00e9es par supp\r\n# Appliquer la fonction ggsummarystats \u00e0 chaque sous-ensemble\r\ndf.grouped &lt;- df %&gt;%\r\n  df_split_by(supp, label_col = \"panel\", labeller = df_label_both) %&gt;%\r\n  mutate(plot_list = map(\r\n    data, ggsummarystats, x = \"dose\", y = \"len\",\r\n    ggfunc = ggbarplot, \r\n    add = c(\"jitter\", \"median_iqr\"), \r\n    facet.by = \"panel\"\r\n    )\r\n  )\r\ndf.grouped<\/code><\/pre>\n<pre><code>## # A tibble: 2 x 4\r\n##   supp  data              panel   plot_list \r\n##   &lt;fct&gt; &lt;list&gt;            &lt;fct&gt;   &lt;list&gt;    \r\n## 1 VC    &lt;tibble [30 \u00d7 4]&gt; supp:OJ &lt;ggsmmrys&gt;\r\n## 2 OJ    &lt;tibble [30 \u00d7 4]&gt; supp:VC &lt;ggsmmrys&gt;<\/code><\/pre>\n<pre class=\"r\"><code># Afficher les graphiques\r\nplot_list &lt;- df.grouped$plot_list\r\nclass(plot_list) &lt;- c(\"ggsummarystats_list\", \"list\")\r\nprint(plot_list)<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/r-tutorial\/figures\/beautiful-plot-in-r-with-summary-statistics-labels-custom-multi-panel-bar-plots-1.png\" width=\"576\" \/><\/p>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vous apprendrez \u00e0 cr\u00e9er de jolies graphiques dans R et \u00e0 ajouter au graphique un tableau de statistiques descriptives telles que la taille de l\u2019\u00e9chantillon (n), la m\u00e9diane, la moyenne [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15585,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rating_form_position":"","rating_results_position":"","mr_structured_data_type":"","footnotes":""},"categories":[275],"tags":[350],"class_list":["post-15588","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-visualisation-de-donnees","tag-ggpubr-fr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Comment Cr\u00e9er un Beau Graphique dans R Combin\u00e9 \u00e0 un Tableau de Statistiques Descriptives - 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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