{"id":16439,"date":"2020-05-25T20:10:12","date_gmt":"2020-05-25T19:10:12","guid":{"rendered":"https:\/\/www.datanovia.com\/en\/?p=16439"},"modified":"2020-05-25T20:10:12","modified_gmt":"2020-05-25T19:10:12","slug":"how-to-easily-create-barplots-with-error-bars-in-r","status":"publish","type":"post","link":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/","title":{"rendered":"How to Easily Create Barplots with Error Bars in R"},"content":{"rendered":"<div class=\"rdoc\">\n<p>This article describes how to easily create <em>barplots<\/em> with <strong>error bars in R<\/strong> using the <em>ggpubr<\/em> package, an extension of ggplot2 for creating publication ready plots.<\/p>\n<p>The following R code produces barplots showing means +\/- sd and the jittered data points for each group.<\/p>\n<pre class=\"r\"><code>library(ggpubr)\r\n\r\n# Create a simple bar plot\r\nggbarplot(\r\n  ToothGrowth, x = \"dose\", y = \"len\", \r\n  add = c(\"mean_se\", \"jitter\"),\r\n  fill = \"#BF504D\"\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/7DrD0qY.png\" alt=\"plot of chunk bar-plot-with-error-bars-in-r\" \/><\/p>\n<pre class=\"r\"><code># Grouped bar plots\r\n# Colored by groups\r\nggbarplot(\r\n  ToothGrowth, x = \"dose\", y = \"len\", \r\n   add = c(\"mean_sd\", \"jitter\"), \r\n   color = \"supp\", palette = c(\"#807F7F\", \"#BF504D\"),\r\n   position = position_dodge(0.8)\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/SazBHxY.png\" alt=\"plot of chunk bar-plot-with-error-bars-in-r\" \/><\/p>\n<pre class=\"r\"><code># Change bars fill color by groups\r\n# You need to change also point shapes by groups\r\nggbarplot(\r\n  ToothGrowth, x = \"dose\", y = \"len\", \r\n   add = c(\"mean_sd\", \"jitter\"), \r\n   add.params = list(shape = \"supp\"),\r\n   fill= \"supp\", palette = c(\"#807F7F\", \"#BF504D\"),\r\n   position = position_dodge(0.8)\r\n  )<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/Py2Rp3F.png\" alt=\"plot of chunk bar-plot-with-error-bars-in-r\" \/><\/p>\n<p>See other related frequently questions: <a href=\"https:\/\/www.datanovia.com\/en\/blog\/tag\/ggpubr\/\">ggpubr FAQ<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This article describes how to easily create barplots with error bars in R using the ggpubr package, an extension of ggplot2 for creating publication ready plots. The following R code [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":16440,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rating_form_position":"","rating_results_position":"","mr_structured_data_type":"","footnotes":""},"categories":[341],"tags":[343],"class_list":["post-16439","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-faq","tag-ggpubr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Easily Create Barplots with Error Bars in 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\" href=\"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Easily Create Barplots with Error Bars in R - Datanovia\" \/>\n<meta property=\"og:description\" content=\"This article describes how to easily create barplots with error bars in R using the ggpubr package, an extension of ggplot2 for creating publication ready plots. 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The following R code [&hellip;]","og_url":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/","og_site_name":"Datanovia","article_published_time":"2020-05-25T19:10:12+00:00","og_image":[{"width":288,"height":252,"url":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2020\/05\/7DrD0qY.png","type":"image\/png"}],"author":"Alboukadel","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Alboukadel","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/#article","isPartOf":{"@id":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/"},"author":{"name":"Alboukadel","@id":"https:\/\/www.datanovia.com\/en\/#\/schema\/person\/7767cf2bd5c91a1610c6eb53a0ff069e"},"headline":"How to Easily Create Barplots with Error Bars in R","datePublished":"2020-05-25T19:10:12+00:00","mainEntityOfPage":{"@id":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/"},"wordCount":61,"commentCount":0,"publisher":{"@id":"https:\/\/www.datanovia.com\/en\/#organization"},"image":{"@id":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/#primaryimage"},"thumbnailUrl":"https:\/\/www.datanovia.com\/en\/wp-content\/uploads\/2020\/05\/7DrD0qY.png","keywords":["ggpubr"],"articleSection":["FAQ"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/","url":"https:\/\/www.datanovia.com\/en\/blog\/how-to-easily-create-barplots-with-error-bars-in-r\/","name":"How to Easily Create Barplots with Error Bars in R - 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