{"id":4254,"date":"2016-04-07T18:19:22","date_gmt":"2016-04-07T23:19:22","guid":{"rendered":"http:\/\/rud.is\/b\/?p=4254"},"modified":"2018-03-07T16:42:45","modified_gmt":"2018-03-07T21:42:45","slug":"geom_lollipop-by-the-chartettes","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/","title":{"rendered":"geom_lollipop() by the Chartettes"},"content":{"rendered":"<p>>UPDATE: Changed code to reflect the new `horizontal` parameter for `geom_lollipop()`<\/p>\n<p>I make a fair share of bar charts throughout the day and really like switching to lollipop charts to mix things up a bit and enhance the visual appeal. They&#8217;re easy to do in `ggplot2`, just use your traditional `x` &#038; `y` mapping for `geom_point()` and then use (you probably want to call this first, actually) `geom_segment()` mapping the `yend` aesthetic to `0` and the `xend` aesthetic to the same thing you used for the `x` aesthetic. But, that&#8217;s alot of typing. Hence, the need for `geom_lollipop()`.<\/p>\n<p>I&#8217;ll build this example from one [provided by Stephanie Evergreen](http:\/\/stephanieevergreen.com\/lollipop\/) (that one&#8217;s in Excel). It&#8217;s not much code:<\/p>\n<pre id=\"prism-r-code\"><code class=\"language-r\">df &lt;- read.csv(text=&quot;category,pct\r\nOther,0.09\r\nSouth Asian\/South Asian Americans,0.12\r\nInterngenerational\/Generational,0.21\r\nS Asian\/Asian Americans,0.25\r\nMuslim Observance,0.29\r\nAfrica\/Pan Africa\/African Americans,0.34\r\nGender Equity,0.34\r\nDisability Advocacy,0.49\r\nEuropean\/European Americans,0.52\r\nVeteran,0.54\r\nPacific Islander\/Pacific Islander Americans,0.59\r\nNon-Traditional Students,0.61\r\nReligious Equity,0.64\r\nCaribbean\/Caribbean Americans,0.67\r\nLatino\/Latina,0.69\r\nMiddle Eastern Heritages and Traditions,0.73\r\nTrans-racial Adoptee\/Parent,0.76\r\nLBGTQ\/Ally,0.79\r\nMixed Race,0.80\r\nJewish Heritage\/Observance,0.85\r\nInternational Students,0.87&quot;, stringsAsFactors=FALSE, sep=&quot;,&quot;, header=TRUE)\r\n\r\n# devtools::install_github(&quot;hrbrmstr\/ggalt&quot;)\r\nlibrary(ggplot2)\r\nlibrary(ggalt)\r\nlibrary(scales)\r\n\r\ngg &lt;- ggplot(df, aes(y=reorder(category, pct), x=pct))\r\ngg &lt;- gg + geom_lollipop(point.colour=&quot;steelblue&quot;, point.size=3, horizontal=TRUE)\r\ngg &lt;- gg + scale_x_continuous(expand=c(0,0), labels=percent,\r\n                              breaks=seq(0, 1, by=0.2), limits=c(0, 1))\r\ngg &lt;- gg + coord_flip()\r\ngg &lt;- gg + labs(x=NULL, y=NULL, \r\n                title=&quot;SUNY Cortland Multicultural Alumni survey results&quot;,\r\n                subtitle=&quot;Ranked by race, ethnicity, home land and orientation\\namong the top areas of concern&quot;,\r\n                caption=&quot;Data from http:\/\/stephanieevergreen.com\/lollipop\/&quot;)\r\ngg &lt;- gg + theme_minimal(base_family=&quot;Arial Narrow&quot;)\r\ngg &lt;- gg + theme(panel.grid.major.y=element_blank())\r\ngg &lt;- gg + theme(panel.grid.minor=element_blank())\r\ngg &lt;- gg + theme(axis.line.y=element_line(color=&quot;#2b2b2b&quot;, size=0.15))\r\ngg &lt;- gg + theme(axis.text.y=element_text(margin=margin(r=-5, l=0)))\r\ngg &lt;- gg + theme(plot.margin=unit(rep(30, 4), &quot;pt&quot;))\r\ngg &lt;- gg + theme(plot.title=element_text(face=&quot;bold&quot;))\r\ngg &lt;- gg + theme(plot.subtitle=element_text(margin=margin(b=10)))\r\ngg &lt;- gg + theme(plot.caption=element_text(size=8, margin=margin(t=10)))\r\ngg<\/code><\/pre>\n<p>And, I&#8217;ll reiterate Stephanie&#8217;s note that the data is fake.<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?ssl=1\" rel=\"attachment wp-att-4255\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"4255\" data-permalink=\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/download\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&amp;ssl=1\" data-orig-size=\"1344,1248\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"download\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=300%2C279&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=510%2C474&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?w=510&#038;ssl=1\" alt=\"download\"  class=\"aligncenter size-full wp-image-4255\" \/><\/a><\/p>\n<p>Compare it with it&#8217;s sister bar chart:<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download1.png?ssl=1\" rel=\"attachment wp-att-4258\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"4258\" data-permalink=\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/download1\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download1.png?fit=1344%2C1248&amp;ssl=1\" data-orig-size=\"1344,1248\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"download1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download1.png?fit=300%2C279&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download1.png?fit=510%2C474&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download1.png?w=510&#038;ssl=1\" alt=\"download1\"  class=\"aligncenter size-full wp-image-4258\" \/><\/a><\/p>\n<p>to see which one you think works better (it really does come down to personal aesthetics choice).<\/p>\n<p>You can find it in the development version of [`ggalt`](https:\/\/github.com\/hrbrmstr\/ggalt). The API is not locked in yet so definitely provide feedback in the issues.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>>UPDATE: Changed code to reflect the new `horizontal` parameter for `geom_lollipop()` I make a fair share of bar charts throughout the day and really like switching to lollipop charts to mix things up a bit and enhance the visual appeal. They&#8217;re easy to do in `ggplot2`, just use your traditional `x` &#038; `y` mapping for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4255,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":3,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","footnotes":""},"categories":[678,673,674,753,91],"tags":[810],"class_list":["post-4254","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-visualization","category-datavis-2","category-dataviz","category-ggplot","category-r","tag-post"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>geom_lollipop() by the Chartettes - rud.is<\/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:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"geom_lollipop() by the Chartettes - rud.is\" \/>\n<meta property=\"og:description\" content=\"&gt;UPDATE: Changed code to reflect the new `horizontal` parameter for `geom_lollipop()` I make a fair share of bar charts throughout the day and really like switching to lollipop charts to mix things up a bit and enhance the visual appeal. They&#8217;re easy to do in `ggplot2`, just use your traditional `x` &#038; `y` mapping for [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\" \/>\n<meta property=\"og:site_name\" content=\"rud.is\" \/>\n<meta property=\"article:published_time\" content=\"2016-04-07T23:19:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-03-07T21:42:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1344\" \/>\n\t<meta property=\"og:image:height\" content=\"1248\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"hrbrmstr\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"hrbrmstr\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\"},\"author\":{\"name\":\"hrbrmstr\",\"@id\":\"https:\/\/rud.is\/b\/#\/schema\/person\/d7cb7487ab0527447f7fda5c423ff886\"},\"headline\":\"geom_lollipop() by the Chartettes\",\"datePublished\":\"2016-04-07T23:19:22+00:00\",\"dateModified\":\"2018-03-07T21:42:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\"},\"wordCount\":203,\"commentCount\":18,\"publisher\":{\"@id\":\"https:\/\/rud.is\/b\/#\/schema\/person\/d7cb7487ab0527447f7fda5c423ff886\"},\"image\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&ssl=1\",\"keywords\":[\"post\"],\"articleSection\":[\"Data Visualization\",\"DataVis\",\"DataViz\",\"ggplot\",\"R\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\",\"url\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\",\"name\":\"geom_lollipop() by the Chartettes - rud.is\",\"isPartOf\":{\"@id\":\"https:\/\/rud.is\/b\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&ssl=1\",\"datePublished\":\"2016-04-07T23:19:22+00:00\",\"dateModified\":\"2018-03-07T21:42:45+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#primaryimage\",\"url\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/download.png?fit=1344%2C1248&ssl=1\",\"width\":1344,\"height\":1248},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/rud.is\/b\/2016\/04\/07\/geom_lollipop-by-the-chartettes\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/rud.is\/b\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"geom_lollipop() by the Chartettes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/rud.is\/b\/#website\",\"url\":\"https:\/\/rud.is\/b\/\",\"name\":\"rud.is\",\"description\":\"&quot;In God we trust. 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Today, they tweeted this excerpt from their 2015 Global Attitudes survey: The age gap in social media use around the world https:\/\/t.co\/0Dq1PcbExG pic.twitter.com\/9HBM7gLxwR\u2014 PewResearch Internet (@pewinternet) April 17,\u2026","rel":"","context":"In &quot;Charts &amp; Graphs&quot;","block_context":{"text":"Charts &amp; Graphs","link":"https:\/\/rud.is\/b\/category\/charts-graphs\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/RStudio.png?fit=811%2C1200&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/RStudio.png?fit=811%2C1200&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/RStudio.png?fit=811%2C1200&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/04\/RStudio.png?fit=811%2C1200&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":4474,"url":"https:\/\/rud.is\/b\/2016\/06\/28\/making-time-rivers-in-r\/","url_meta":{"origin":4254,"position":2},"title":"Making &#8220;Time Rivers&#8221; in R","author":"hrbrmstr","date":"2016-06-28","format":false,"excerpt":"Once again, @albertocairo notices an interesting chart and spurs pondering in the visualization community with [his post](http:\/\/www.thefunctionalart.com\/2016\/06\/defying-conventions-in-visualization.html) covering an unusual \"vertical time series\" chart produced for the print version of the NYTimes: I'm actually less concerned about the vertical time series chart component here since I agree with TAVE* Cairo\u2026","rel":"","context":"In &quot;Charts &amp; Graphs&quot;","block_context":{"text":"Charts &amp; Graphs","link":"https:\/\/rud.is\/b\/category\/charts-graphs\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/Cursor_and_RStudio-1.png?fit=1200%2C1181&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/Cursor_and_RStudio-1.png?fit=1200%2C1181&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/Cursor_and_RStudio-1.png?fit=1200%2C1181&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/Cursor_and_RStudio-1.png?fit=1200%2C1181&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/Cursor_and_RStudio-1.png?fit=1200%2C1181&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":4285,"url":"https:\/\/rud.is\/b\/2016\/04\/12\/beating-lollipops-into-dumbbells\/","url_meta":{"origin":4254,"position":3},"title":"Beating lollipops into dumbbells","author":"hrbrmstr","date":"2016-04-12","format":false,"excerpt":"Shortly after I added lollipop charts to ggalt I had a few requests for a dumbbell geom. 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