{"id":804,"date":"2025-10-31T16:52:14","date_gmt":"2025-10-31T15:52:14","guid":{"rendered":"https:\/\/dev.datagrandest.fr\/site\/?page_id=804"},"modified":"2025-11-26T12:01:26","modified_gmt":"2025-11-26T11:01:26","slug":"generer-des-cartes-et-graphiques","status":"publish","type":"page","link":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/","title":{"rendered":"G\u00e9n\u00e9rer des cartes et graphiques"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"src\/controllers\/models\/flex.php","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"source":[],"thematique_globale":[],"class_list":["post-804","page","type-page","status-publish","hentry"],"acf":{"glo_image":"","glo_intro":"","glo_car_surcharge_titre":"","glo_car_surcharge_lien":"","cms_contenus_flexibles":[{"acf_fc_layout":"flex_texte_libre","show_title":true,"titre_de_section":"Visualiser vos donn\u00e9es selon vos besoins","contenu":"Profitez des outils en ligne offerts par DataGrandEst afin de mettre en avant vos donn\u00e9es.\r\n\r\nG\u00e9n\u00e9rez des cartes et des graphiques et rendez vos donn\u00e9es plus compr\u00e9hensibles.","couleur_de_fond":"transparent","taille_de_la_zone":"large-content","position_texte":"center","image_de_fond":""},{"acf_fc_layout":"flex_trois_colonnes","show_title":false,"titre_de_section":"","colonnes":{"":null,"gauche":{"medias":["image"],"image":807,"video":null,"mp4":null,"contenu":"<h3 class=\"rtecenter\" style=\"text-align: center;\">Cr\u00e9er votre application cartographique (expert)<\/h3>\r\n<p style=\"text-align: center;\"><a class=\"btn btn-green\" href=\"https:\/\/www.datagrandest.fr\/mapstore\/#\/\">G\u00e9n\u00e9rer<\/a><\/p>"},"centre":{"medias":["image"],"image":805,"video":null,"mp4":null,"contenu":"<h3 class=\"rtecenter\" style=\"text-align: center;\">G\u00e9n\u00e9rer une carte (simple)<\/h3>\r\n<p style=\"text-align: center;\"><a class=\"btn btn-green\" href=\"https:\/\/www.datagrandest.fr\/mviewerstudio\/index.html\">G\u00e9n\u00e9rer<\/a><\/p>"},"droite":{"medias":["image"],"image":806,"video":null,"mp4":null,"contenu":"<h3 class=\"rtecenter\" style=\"text-align: center;\">G\u00e9n\u00e9rer un graphique<\/h3>\r\n<p style=\"text-align: center;\"><a class=\"btn btn-green\" href=\"https:\/\/www.datagrandest.fr\/superset\/dashboard\/list\/\">G\u00e9n\u00e9rer<\/a><\/p>"}},"couleur_de_fond":"greylight","taille_de_la_zone":"small-content","image_de_fond":""},{"acf_fc_layout":"flex_texte_libre","show_title":true,"titre_de_section":"Le type de graphique selon vos besoins","contenu":"Il peut parfois \u00eatre difficile de savoir comment expliquer des donn\u00e9es. La meilleure fa\u00e7on de bien interpr\u00e9ter l'information contenue dans un tableau de chiffre est bien souvent d'en faire une repr\u00e9sentation graphique. Mais dans ce cas, laquelle choisir\u202f?\r\n\r\nVoici un document qui vous aidera \u00e0 d\u00e9terminer vers quels graphiques vous tourner (en anglais)\r\n\r\n<a href=\"https:\/\/raw.githubusercontent.com\/ft-interactive\/chart-doctor\/master\/visual-vocabulary\/poster.png\"><img class=\"wp-image-1948 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/poster.png\" alt=\"\" width=\"614\" height=\"434\" \/><\/a>\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\nEn compl\u00e9ment, vous pouvez \u00e9galement vous aider du site <a href=\"https:\/\/datavizproject.com\/\" target=\"_blank\" rel=\"noopener\">datavizproject\u00a0<\/a>(en anglais), plus interactif. Pour chaque type de graphique, un ou plusieurs exemples d'utilisation sont propos\u00e9s afin de s'inspirer pour rendre le rendu plus int\u00e9ressant.\r\n\r\nPour finir, le document\u00a0<a href=\"\/site\/portail\/sites\/default\/files\/sw_valorisation_chart-dos-and-donts.pdf\">\"dos and donts\" (en anglais)\u00a0<\/a>de\u00a0<a href=\"https:\/\/www.eea.europa.eu\/data-and-maps\/daviz\/learn-more\/chart-dos-and-donts\/#exploratory-explanatory--do-choose-the-right-format--flow-chart\" target=\"_blank\" rel=\"noopener\">l'Agence europ\u00e9enne pour l'environnement\u00a0<\/a>vous guidera sur les bonnes pratiques de la datavisualisation et sur les meilleures fa\u00e7ons de passer vos messages \u00e0 travers les donn\u00e9es.","couleur_de_fond":"transparent","taille_de_la_zone":"large-content","position_texte":"center","image_de_fond":""},{"acf_fc_layout":"flex_deux_colonnes","show_title":true,"titre_de_section":"Quelques outils suppl\u00e9mentaires de datavisualisation","colonnes":{"":null,"gauche":{"medias":"","image":"","video":null,"mp4":null,"contenu":"Cr\u00e9er des infographies avec :\r\n\r\n<a href=\"https:\/\/piktochart.com\/?nab=0\"><img class=\"wp-image-1952 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/cropped-logo-tagline-vertical-full-color.png\" alt=\"\" width=\"271\" height=\"194\" \/><\/a>"},"droite":{"medias":"","image":"","video":null,"mp4":null,"contenu":"Ou avec :\r\n\r\n<a href=\"https:\/\/www.canva.com\/templates\"><img class=\"wp-image-1953 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/canva-logo.png\" alt=\"\" width=\"279\" height=\"157\" \/><\/a>"}},"couleur_de_fond":"transparent","taille_de_la_zone":"large-content","placement_titre":"start","image_de_fond":""},{"acf_fc_layout":"flex_trois_colonnes","show_title":false,"titre_de_section":"","colonnes":{"":null,"gauche":{"medias":"","image":"","video":null,"mp4":null,"contenu":"Cr\u00e9er des tableaux de bord avec :\r\n\r\n<a href=\"https:\/\/www.datawrapper.de\/\"><img class=\"wp-image-1956 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/unnamed-16.png\" alt=\"\" width=\"196\" height=\"53\" \/><\/a>"},"centre":{"medias":"","image":"","video":null,"mp4":null,"contenu":"Ou avec :\r\n\r\n<a href=\"https:\/\/flourish.studio\/\"><img class=\"wp-image-1960 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/flourish-logo-black-small.png\" alt=\"\" width=\"183\" height=\"33\" \/><\/a>"},"droite":{"medias":"","image":"","video":null,"mp4":null,"contenu":"Ou encore avec :\r\n\r\n<a href=\"https:\/\/www.rawgraphs.io\/\"><img class=\"wp-image-1962 alignleft\" src=\"https:\/\/www.datagrandest.fr\/site\/wp-content\/uploads\/2025\/11\/images.png\" alt=\"\" width=\"157\" height=\"30\" \/><\/a>"}},"couleur_de_fond":"transparent","taille_de_la_zone":"large-content","image_de_fond":""},{"acf_fc_layout":"flex_texte_libre","show_title":true,"titre_de_section":"Biblioth\u00e8que","contenu":"Vous d\u00e9sirez en apprendre plus sur les techniques de datavisualisation ? Voici quelques sites ou livres qui vous aideront \u00e0 vous perfectionner\r\n\r\n<b>Livres<\/b>\r\n\r\nEn fran\u00e7ais\r\n<ul>\r\n \t<li>La graphique et le traitement graphique de l'information, Jacques Bertin<\/li>\r\n \t<li>Manuel de cartographie - Principes, m\u00e9thodes, applications, Nicolas Lambert et Christine Zanin<\/li>\r\n \t<li>Cartographie radicale, Explorations, Nepthys Zwer, Philippe Rekacewicz<\/li>\r\n<\/ul>\r\nEn anglais\r\n<ul>\r\n \t<li>The Wall Street Journal Guide to Information Graphics, DONA M. WONG<\/li>\r\n \t<li>How Charts Lie: Getting Smarter about Visual Information, Alberto Cairo<\/li>\r\n \t<li>History of Information Graphics, Sandra Rendgen<\/li>\r\n \t<li>Storytelling with data: a data visualization guide for business professionals, Cole Nussbaumer Knaflic<\/li>\r\n \t<li>Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures<\/li>\r\n<\/ul>\r\n&nbsp;\r\n\r\n<b>Vid\u00e9os<\/b>\r\n<ul>\r\n \t<li><a href=\"https:\/\/www.youtube.com\/channel\/UCo64gnxLZs1xIN-Y0Bv_Hpg\/videos\" target=\"_blank\" rel=\"noopener\">Les pr\u00e9sentations de Toulouse DataViz<\/a><\/li>\r\n<\/ul>","couleur_de_fond":"transparent","taille_de_la_zone":"large-content","position_texte":"center","image_de_fond":""}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst<\/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.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/\" \/>\n<meta property=\"og:site_name\" content=\"DataGrandEst\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-26T11:01:26+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/generer-des-cartes-et-graphiques\\\/\",\"url\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/generer-des-cartes-et-graphiques\\\/\",\"name\":\"G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/#website\"},\"datePublished\":\"2025-10-31T15:52:14+00:00\",\"dateModified\":\"2025-11-26T11:01:26+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/generer-des-cartes-et-graphiques\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/generer-des-cartes-et-graphiques\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/generer-des-cartes-et-graphiques\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"G\u00e9n\u00e9rer des cartes et graphiques\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/#website\",\"url\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/\",\"name\":\"DataGrandEst\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.datagrandest.fr\\\/site\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst","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.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/","og_locale":"fr_FR","og_type":"article","og_title":"G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst","og_url":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/","og_site_name":"DataGrandEst","article_modified_time":"2025-11-26T11:01:26+00:00","twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/","url":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/","name":"G\u00e9n\u00e9rer des cartes et graphiques - DataGrandEst","isPartOf":{"@id":"https:\/\/www.datagrandest.fr\/site\/#website"},"datePublished":"2025-10-31T15:52:14+00:00","dateModified":"2025-11-26T11:01:26+00:00","breadcrumb":{"@id":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.datagrandest.fr\/site\/generer-des-cartes-et-graphiques\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.datagrandest.fr\/site\/"},{"@type":"ListItem","position":2,"name":"G\u00e9n\u00e9rer des cartes et graphiques"}]},{"@type":"WebSite","@id":"https:\/\/www.datagrandest.fr\/site\/#website","url":"https:\/\/www.datagrandest.fr\/site\/","name":"DataGrandEst","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.datagrandest.fr\/site\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"}]}},"_links":{"self":[{"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/pages\/804","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/comments?post=804"}],"version-history":[{"count":10,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/pages\/804\/revisions"}],"predecessor-version":[{"id":2719,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/pages\/804\/revisions\/2719"}],"wp:attachment":[{"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/media?parent=804"}],"wp:term":[{"taxonomy":"source","embeddable":true,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/source?post=804"},{"taxonomy":"thematique_globale","embeddable":true,"href":"https:\/\/www.datagrandest.fr\/site\/wp-json\/wp\/v2\/thematique_globale?post=804"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}