{"id":10772,"date":"2019-11-23T10:01:08","date_gmt":"2019-11-23T08:01:08","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?p=10772"},"modified":"2019-11-23T10:01:08","modified_gmt":"2019-11-23T08:01:08","slug":"comment-creer-un-camembert-dans-r-en-utilisant-ggplot2","status":"publish","type":"post","link":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/","title":{"rendered":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2"},"content":{"rendered":"<div id=\"rdoc\">\n<p>Cet article d\u00e9crit comment cr\u00e9er un <strong>diagramme circulaire (ou pie chart)<\/strong> et un <strong>donut chart<\/strong> en utilisant le package R <strong>ggplot2<\/strong>. Le diagramme circulaire n\u2019est qu\u2019un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.<\/p>\n<p>La fonction <code>coord_polar()<\/code> est utilis\u00e9e pour produire un pie chart \u00e0 partir d\u2019un bar plot.<\/p>\n<p>Sommaire:<\/p>\n<div id=\"TOC\">\n<ul>\n<li><a href=\"#prerequis\">Pr\u00e9requis<\/a>\n<ul>\n<li><a href=\"#charger-les-packages-requis\">Charger les packages requis<\/a><\/li>\n<li><a href=\"#preparation-des-donnees\">Pr\u00e9paration des donn\u00e9es<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#pie-chart\">Pie chart<\/a><\/li>\n<li><a href=\"#donut-chart\">Donut chart<\/a><\/li>\n<\/ul>\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=\"prerequis\" class=\"section level2\">\n<h2>Pr\u00e9requis<\/h2>\n<div id=\"charger-les-packages-requis\" class=\"section level3\">\n<h3>Charger les packages requis<\/h3>\n<pre class=\"r\"><code>library(\"ggplot2\")  # Visualisation des donn\u00e9es\r\nlibrary(\"dplyr\")    # Manipulation des donn\u00e9es<\/code><\/pre>\n<\/div>\n<div id=\"preparation-des-donnees\" class=\"section level3\">\n<h3>Pr\u00e9paration des donn\u00e9es<\/h3>\n<ol style=\"list-style-type: decimal;\">\n<li>Cr\u00e9er un jeu de donn\u00e9es comptant les passages du Titanic:<\/li>\n<\/ol>\n<pre class=\"r\"><code>count.data &lt;- data.frame(\r\n  class = c(\"1st\", \"2nd\", \"3rd\", \"Crew\"),\r\n  n = c(325, 285, 706, 885),\r\n  prop = c(14.8, 12.9, 32.1, 40.2)\r\n)\r\ncount.data<\/code><\/pre>\n<pre><code>##   class   n prop\r\n## 1   1st 325 14.8\r\n## 2   2nd 285 12.9\r\n## 3   3rd 706 32.1\r\n## 4  Crew 885 40.2<\/code><\/pre>\n<ol style=\"list-style-type: decimal;\" start=\"2\">\n<li>Calculez la position des \u00e9tiquettes de texte comme \u00e9tant la somme cumul\u00e9e de la proportion:<\/li>\n<\/ol>\n<ol style=\"list-style-type: lower-alpha;\">\n<li>Trier la variable de regroupement (<code>class<\/code>) par ordre d\u00e9croissant. Ceci est important pour calculer les coordonn\u00e9es y des \u00e9tiquettes.<\/li>\n<li>Pour placer les \u00e9tiquettes au centre des tranches, nous utiliserons <code>cumsum(prop) - 0.5*prop<\/code> comme position des \u00e9tiquettes.<\/li>\n<\/ol>\n<pre class=\"r\"><code># Ajouter la position de l'\u00e9tiquette\r\ncount.data &lt;- count.data %&gt;%\r\n  arrange(desc(class)) %&gt;%\r\n  mutate(lab.ypos = cumsum(prop) - 0.5*prop)\r\ncount.data<\/code><\/pre>\n<pre><code>##   class   n prop lab.ypos\r\n## 1  Crew 885 40.2     20.1\r\n## 2   3rd 706 32.1     56.3\r\n## 3   2nd 285 12.9     78.8\r\n## 4   1st 325 14.8     92.6<\/code><\/pre>\n<\/div>\n<\/div>\n<div id=\"pie-chart\" class=\"section level2\">\n<h2>Pie chart<\/h2>\n<ul>\n<li>Cr\u00e9ez les camemberts \u00e0 l\u2019aide des fonctions ggplot2. Fonction cl\u00e9: <code>geom_bar()<\/code> + <code>coord_polar()<\/code>.<\/li>\n<li>Ajouter des \u00e9tiquettes de texte: <code>geom_text()<\/code><\/li>\n<li>Changer la couleur de remplissage manuellement: <code>scale_color_manual()<\/code><\/li>\n<li>Appliquer <code>theme_void()<\/code> pour supprimer les axes, l\u2019arri\u00e8re-plan, etc<\/li>\n<\/ul>\n<pre class=\"r\"><code>mycols &lt;- c(\"#0073C2FF\", \"#EFC000FF\", \"#868686FF\", \"#CD534CFF\")\r\n\r\nggplot(count.data, aes(x = \"\", y = prop, fill = class)) +\r\n  geom_bar(width = 1, stat = \"identity\", color = \"white\") +\r\n  coord_polar(\"y\", start = 0)+\r\n  geom_text(aes(y = lab.ypos, label = prop), color = \"white\")+\r\n  scale_fill_manual(values = mycols) +\r\n  theme_void()<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/121-ggplot-pie-chart-pie-charts-1.png\" width=\"384\" \/><\/p>\n<\/div>\n<div id=\"donut-chart\" class=\"section level2\">\n<h2>Donut chart<\/h2>\n<p>Le donut chart n\u2019est qu\u2019un simple diagramme circulaire avec un trou \u00e0 l\u2019int\u00e9rieur.<\/p>\n<p>La seule diff\u00e9rence entre le code du camembert est que nous avons d\u00e9fini : <code>x = 2<\/code> and <code>xlim = c(0.5, 2.5)<\/code> pour cr\u00e9er le trou \u00e0 l\u2019int\u00e9rieur du camembert. De plus, l\u2019argument <code>width<\/code> dans la fonction <code>geom_bar()<\/code> n\u2019est plus n\u00e9cessaire.<\/p>\n<pre class=\"r\"><code>ggplot(count.data, aes(x = 2, y = prop, fill = class)) +\r\n  geom_bar(stat = \"identity\", color = \"white\") +\r\n  coord_polar(theta = \"y\", start = 0)+\r\n  geom_text(aes(y = lab.ypos, label = prop), color = \"white\")+\r\n  scale_fill_manual(values = mycols) +\r\n  theme_void()+\r\n  xlim(0.5, 2.5)<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/dn-tutorials\/ggplot2\/figures\/121-ggplot-pie-chart-donut-chart-1.png\" width=\"384\" \/><\/p>\n<\/div>\n<\/div>\n<p><!--end rdoc--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire (ou pie chart) et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n\u2019est qu\u2019un diagramme \u00e0 barres empil\u00e9es [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rating_form_position":"","rating_results_position":"","mr_structured_data_type":"","footnotes":""},"categories":[279],"tags":[286],"class_list":["post-10772","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ggplot2-fr","tag-faq-ggplot2"],"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 Camembert dans R en utilisant GGPLot2 - Datanovia<\/title>\n<meta name=\"description\" content=\"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n&#039;est qu&#039;un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.\" \/>\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\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2 - Datanovia\" \/>\n<meta property=\"og:description\" content=\"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n&#039;est qu&#039;un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\" \/>\n<meta property=\"og:site_name\" content=\"Datanovia\" \/>\n<meta property=\"article:published_time\" content=\"2019-11-23T08:01:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Alboukadel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Alboukadel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\"},\"author\":{\"name\":\"Alboukadel\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/7767cf2bd5c91a1610c6eb53a0ff069e\"},\"headline\":\"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2\",\"datePublished\":\"2019-11-23T08:01:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\"},\"wordCount\":292,\"commentCount\":1,\"publisher\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg\",\"keywords\":[\"FAQ ggplot2\"],\"articleSection\":[\"ggplot2\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\",\"url\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\",\"name\":\"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2 - Datanovia\",\"isPartOf\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg\",\"datePublished\":\"2019-11-23T08:01:08+00:00\",\"description\":\"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n'est qu'un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage\",\"url\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg\",\"contentUrl\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg\",\"width\":1024,\"height\":512},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.datanovia.com\/en\/fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#website\",\"url\":\"https:\/\/www.datanovia.com\/en\/fr\/\",\"name\":\"Datanovia\",\"description\":\"Exploration de Donn\u00e9es et Statistiques pour l'Aide \u00e0 la D\u00e9cision\",\"publisher\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.datanovia.com\/en\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#organization\",\"name\":\"Datanovia\",\"url\":\"https:\/\/www.datanovia.com\/en\/fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/09\/datanovia-logo.png\",\"contentUrl\":\"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/09\/datanovia-logo.png\",\"width\":98,\"height\":99,\"caption\":\"Datanovia\"},\"image\":{\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/7767cf2bd5c91a1610c6eb53a0ff069e\",\"name\":\"Alboukadel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ed3108646c5c7c3d188324ab972f96ad7d9975b41b94014d7f68257791be395a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ed3108646c5c7c3d188324ab972f96ad7d9975b41b94014d7f68257791be395a?s=96&d=mm&r=g\",\"caption\":\"Alboukadel\"},\"url\":\"https:\/\/www.datanovia.com\/en\/fr\/blog\/author\/kassambara\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2 - Datanovia","description":"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n'est qu'un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/","og_locale":"fr_FR","og_type":"article","og_title":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2 - Datanovia","og_description":"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n'est qu'un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.","og_url":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/","og_site_name":"Datanovia","article_published_time":"2019-11-23T08:01:08+00:00","og_image":[{"width":1024,"height":512,"url":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg","type":"image\/jpeg"}],"author":"Alboukadel","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Alboukadel","Dur\u00e9e de lecture estim\u00e9e":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#article","isPartOf":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/"},"author":{"name":"Alboukadel","@id":"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/7767cf2bd5c91a1610c6eb53a0ff069e"},"headline":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2","datePublished":"2019-11-23T08:01:08+00:00","mainEntityOfPage":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/"},"wordCount":292,"commentCount":1,"publisher":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/#organization"},"image":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage"},"thumbnailUrl":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg","keywords":["FAQ ggplot2"],"articleSection":["ggplot2"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/","url":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/","name":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2 - Datanovia","isPartOf":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage"},"image":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage"},"thumbnailUrl":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg","datePublished":"2019-11-23T08:01:08+00:00","description":"Cet article d\u00e9crit comment cr\u00e9er un diagramme circulaire et un donut chart en utilisant le package R ggplot2. Le diagramme circulaire n'est qu'un diagramme \u00e0 barres empil\u00e9es en coordonn\u00e9es polaires.","breadcrumb":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#primaryimage","url":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg","contentUrl":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/10\/c6.jpg","width":1024,"height":512},{"@type":"BreadcrumbList","@id":"https:\/\/www.datanovia.com\/en\/fr\/blog\/comment-creer-un-camembert-dans-r-en-utilisant-ggplot2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.datanovia.com\/en\/fr\/"},{"@type":"ListItem","position":2,"name":"Comment cr\u00e9er un Camembert dans R en utilisant GGPLot2"}]},{"@type":"WebSite","@id":"https:\/\/www.datanovia.com\/en\/fr\/#website","url":"https:\/\/www.datanovia.com\/en\/fr\/","name":"Datanovia","description":"Exploration de Donn\u00e9es et Statistiques pour l'Aide \u00e0 la D\u00e9cision","publisher":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.datanovia.com\/en\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.datanovia.com\/en\/fr\/#organization","name":"Datanovia","url":"https:\/\/www.datanovia.com\/en\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/09\/datanovia-logo.png","contentUrl":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2018\/09\/datanovia-logo.png","width":98,"height":99,"caption":"Datanovia"},"image":{"@id":"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/7767cf2bd5c91a1610c6eb53a0ff069e","name":"Alboukadel","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.datanovia.com\/en\/fr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/ed3108646c5c7c3d188324ab972f96ad7d9975b41b94014d7f68257791be395a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ed3108646c5c7c3d188324ab972f96ad7d9975b41b94014d7f68257791be395a?s=96&d=mm&r=g","caption":"Alboukadel"},"url":"https:\/\/www.datanovia.com\/en\/fr\/blog\/author\/kassambara\/"}]}},"multi-rating":{"mr_rating_results":[]},"_links":{"self":[{"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/posts\/10772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/comments?post=10772"}],"version-history":[{"count":1,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/posts\/10772\/revisions"}],"predecessor-version":[{"id":10774,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/posts\/10772\/revisions\/10774"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/media\/10773"}],"wp:attachment":[{"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/media?parent=10772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/categories?post=10772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datanovia.com\/en\/fr\/wp-json\/wp\/v2\/tags?post=10772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}