{"id":10458,"date":"2019-11-17T20:19:35","date_gmt":"2019-11-17T18:19:35","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?post_type=dt_courses&#038;p=10458"},"modified":"2020-01-13T22:41:04","modified_gmt":"2020-01-13T20:41:04","slug":"visualisation-des-donnees-a-laide-de-ggplot2","status":"publish","type":"dt_courses","link":"https:\/\/www.datanovia.com\/en\/fr\/courses\/visualisation-des-donnees-a-laide-de-ggplot2\/","title":{"rendered":"Visualisation des Donn\u00e9es \u00e0 l&rsquo;Aide de GGPlot2"},"content":{"rendered":"<div id=\"rdoc\">\n<div id=\"description-du-cours\" class=\"section level2\">\n<h2>Description du cours<\/h2>\n<p>La visualisation des donn\u00e9es est un \u00e9l\u00e9ment important de la science des donn\u00e9es.<\/p>\n<p>Ce cours pr\u00e9sente l\u2019essentiel de <strong>ggplot2<\/strong> pour cr\u00e9er facilement de beaux graphiques dans R. <strong>GGPlot2<\/strong> est un package R puissant et populaire pour la production de graphiques professionnels pi\u00e8ce par pi\u00e8ce.<\/p>\n<p>A la fin de ce cours, vous serez familiaris\u00e9 avec les concepts de ggplot2 qui vous permettront de cr\u00e9er efficacement des graphiques complexes. Vous apprendrez \u00e9galement comment combiner plusieurs ggplots en une seule figure.<\/p>\n<\/div>\n<div class='dt-sc-hr-invisible-medium  '><\/div>\n<div class='dt-sc-ico-content type1'><div class='custom-icon' ><a href='https:\/\/www.datanovia.com\/en\/fr\/produit\/ggplot2-lessentiel-pour-une-visualisation-magnifique-des-donnees-dans-r\/' target='_blank'><span class='fa fa-book'><\/span><\/a><\/div><h4><a href='https:\/\/www.datanovia.com\/en\/fr\/produit\/ggplot2-lessentiel-pour-une-visualisation-magnifique-des-donnees-dans-r\/' target='_blank'> Livre Apparent\u00e9 <\/a><\/h4>GGPLOT2 - L\u2019Essentiel pour une Visualisation Magnifique des Donn\u00e9es dans R<\/div>\n<div class='dt-sc-hr-invisible-medium  '><\/div>\n<div id=\"principales-caracteristiques-de-ce-cours\" class=\"section level2\">\n<h2>Principales caract\u00e9ristiques de ce cours<\/h2>\n<p>Voici quelques-unes des principales caract\u00e9ristiques de ce cours:<\/p>\n<ul>\n<li>Couvre les fonctions graphiques les plus importantes<\/li>\n<li>Chapitres courts et complets avec des exemples pratiques.<\/li>\n<\/ul>\n<p>Quelques exemples de graphiques, d\u00e9crits dans ce cours, sont pr\u00e9sent\u00e9s ci-dessous.<\/p>\n<ul>\n<li>Cr\u00e9er des <strong>diagrammes de dispersion<\/strong> pour afficher la relation entre deux variables continues x et y<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-scatter-plot-1.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-scatter-plot-2.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-scatter-plot-3.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-scatter-plot-4.png\" width=\"153.6\" \/><\/p>\n<ul>\n<li>Utilisation de Box plots et d\u2019alternatives pour visualiser les donn\u00e9es group\u00e9es en fonction d\u2019une variable cat\u00e9gorielle<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-boxplots-dotplots-violin-plots-1.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-boxplots-dotplots-violin-plots-2.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-boxplots-dotplots-violin-plots-3.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-boxplots-dotplots-violin-plots-4.png\" width=\"153.6\" \/><\/p>\n<ul>\n<li>Bar et Line Plots<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-bar-and-line-plots-1.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-bar-and-line-plots-2.png\" width=\"153.6\" \/><\/p>\n<ul>\n<li>Visualisation des barres d\u2019erreur<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-error-bars-1.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-error-bars-2.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-error-bars-3.png\" width=\"153.6\" \/><\/p>\n<ul>\n<li>Examen de la distribution d\u2019une <strong>variable continue<\/strong> \u00e0 l\u2019aide de <strong>diagrammes de densit\u00e9<\/strong>, <strong>histogrammes<\/strong> et alternatives<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-distribution-of-one-continuous-variable-1.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-distribution-of-one-continuous-variable-2.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-distribution-of-one-continuous-variable-3.png\" width=\"153.6\" \/><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/018-ggplot2-course-ggplot2-examples-distribution-of-one-continuous-variable-4.png\" width=\"153.6\" \/><\/p>\n<\/div>\n<div id=\"installation-des-packages-r-requis\" class=\"section level2\">\n<h2>Installation des packages R requis<\/h2>\n<p>Installez les packages R suivants:<\/p>\n<ul>\n<li><code>tidyverse<\/code> des packages pour faciliter la manipulation et la visualisation des donn\u00e9es.<\/li>\n<li><code>ggpubr<\/code> package, qui facilite, pour les d\u00e9butants, la cr\u00e9ation de graphiques pr\u00eat-\u00e0-publication.<\/li>\n<\/ul>\n<pre class=\"r\"><code>install.packages(\"tidyverse\")\r\ninstall.packages(\"ggpubr\")<\/code><\/pre>\n<\/div>\n<div id=\"jeu-de-donnees-de-demonstration\" class=\"section level2\">\n<h2>Jeu de donn\u00e9es de d\u00e9monstration<\/h2>\n<p>Nous utiliserons principalement les jeux de donn\u00e9es de d\u00e9monstration suivants disponibles dans R:<\/p>\n<ul>\n<li><code>iris<\/code>, qui donne les mesures en centim\u00e8tres des variables longueur et largeur des s\u00e9pales, longueur et largeur des p\u00e9tales, respectivement, pour 50 fleurs de chacune des 3 esp\u00e8ces d\u2019iris. Les esp\u00e8ces d\u2019Iris sont setosa, versicolor et virginica.<\/li>\n<li><code>ToothGrowth<\/code>, qui donne l\u2019effet de la vitamine C sur la croissance des dents chez les cobayes<\/li>\n<\/ul>\n<p>Pour en savoir plus sur ces jeux de donn\u00e9es, tapez ceci dans la console R:<\/p>\n<pre class=\"r\"><code>?iris\r\n\r\n?ToothGrowth<\/code><\/pre>\n<\/div>\n<div id=\"tutoriels-apparentes\" class=\"section level2\">\n<h2>Tutoriels apparent\u00e9s<\/h2>\n<ul>\n<li><a href=\"\/?tag=parametres-graphiques-ggplot2\">Param\u00e8tres graphiques de la GGPLOT<\/a><\/li>\n<li><a href=\"\/?tag=faq-ggplot2\">GGPLOT Questions Fr\u00e9quemment Pos\u00e9es<\/a><\/li>\n<li><a href=\"https:\/\/www.datanovia.com\/en\/fr\/blog\/exemples-de-ggplot\/\">Exemples de GGPlot - Meilleur R\u00e9f\u00e9rence<\/a><\/li>\n<li><a href=\"https:\/\/www.datanovia.com\/en\/fr\/blog\/ggplot-multiples-rendus-faciles-par-le-package-r-patchwork\/\">GGPlot Graphiques Multiples Rendus Ridiculement Simple en Utilisant le Package R Patchwork<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ce cours pr\u00e9sente l&rsquo;essentiel de ggplot2 pour cr\u00e9er facilement de magnifiques graphiques dans R. GGPlot2 est un package R puissant et populaire pour produire des graphiques professionnels pi\u00e8ce par pi\u00e8ce.<\/p>\n","protected":false},"author":1,"featured_media":10459,"menu_order":10,"comment_status":"open","ping_status":"closed","template":"","class_list":["post-10458","dt_courses","type-dt_courses","status-publish","has-post-thumbnail","hentry","course_category-visualisation-de-donnees"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Superbe Visualisation des Donn\u00e9es \u00e0 l&#039;Aide de GGPlot2 - 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\/courses\/visualisation-des-donnees-a-laide-de-ggplot2\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Superbe Visualisation des Donn\u00e9es \u00e0 l&#039;Aide de GGPlot2 - Datanovia\" \/>\n<meta property=\"og:description\" content=\"Ce cours pr\u00e9sente l&#039;essentiel de ggplot2 pour cr\u00e9er facilement de magnifiques graphiques dans R. 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