{"id":19650,"date":"2022-11-07T08:55:37","date_gmt":"2022-11-07T03:25:37","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/"},"modified":"2022-11-07T08:55:37","modified_gmt":"2022-11-07T03:25:37","slug":"solved-comparing-multiple-data-frames","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/","title":{"rendered":"[Solved] Comparing multiple data frames"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-12568719\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"12568719\" data-parentid=\"12567524\" data-score=\"5\" data-position-on-page=\"1\" data-highest-scored=\"1\" data-question-has-accepted-highest-score=\"1\" itemprop=\"acceptedAnswer\" itemscope itemtype=\"https:\/\/schema.org\/Answer\">\n<div class=\"post-layout\">\n<div class=\"votecell post-layout--left\"><\/div>\n<div class=\"answercell post-layout--right\">\n<div class=\"s-prose js-post-body\" itemprop=\"text\">\n<p>Here are a couple of ideas.<\/p>\n<p>This is what I <em>think<\/em> your data look like?<\/p>\n<pre><code>before &lt;- data.frame(val=c(11330,2721,52438,6124),\n                     lab=c(\"STAT1\",\"STAT2\",\"STAT3\",\"SUZY\"))\nafter &lt;- data.frame(val=c(17401,3462,0,72),\n                     lab=c(\"STAT1\",\"STAT2\",\"STAT3\",\"SUZY\"))\n<\/code><\/pre>\n<p>Combine them into a single data frame with a <code>period<\/code> variable:<\/p>\n<pre><code>combined &lt;- rbind(data.frame(before,period=\"before\"),\n      data.frame(after,period=\"after\"))\n<\/code><\/pre>\n<p>Reformat to a matrix and plot with (base R) <code>dotchart<\/code>:<\/p>\n<pre><code>library(reshape2)\nm &lt;- acast(combined,lab~period,value.var=\"val\")\ndotchart(m)\n<\/code><\/pre>\n<p>Plot with <code>ggplot<\/code>:<\/p>\n<pre><code>library(ggplot2)\nqplot(lab,val,colour=period,data=combined)\n<\/code><\/pre>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">2<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved Comparing multiple data frames <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] Here are a couple of ideas. This is what I think your data look like? before &lt;- data.frame(val=c(11330,2721,52438,6124), lab=c(&#8220;STAT1&#8243;,&#8221;STAT2&#8243;,&#8221;STAT3&#8243;,&#8221;SUZY&#8221;)) after &lt;- data.frame(val=c(17401,3462,0,72), lab=c(&#8220;STAT1&#8243;,&#8221;STAT2&#8243;,&#8221;STAT3&#8243;,&#8221;SUZY&#8221;)) Combine them into a single data frame with a period variable: combined &lt;- rbind(data.frame(before,period=&#8221;before&#8221;), data.frame(after,period=&#8221;after&#8221;)) Reformat to a matrix and plot with (base R) dotchart: library(reshape2) m &lt;- acast(combined,lab~period,value.var=&#8221;val&#8221;) dotchart(m) Plot &#8230; <a title=\"[Solved] Comparing multiple data frames\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\" aria-label=\"More on [Solved] Comparing multiple data frames\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[320],"tags":[1196,587,321],"class_list":["post-19650","post","type-post","status-publish","format-standard","hentry","category-solved","tag-compare","tag-dataset","tag-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] Comparing multiple data frames - JassWeb<\/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:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] Comparing multiple data frames - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] Here are a couple of ideas. This is what I think your data look like? before &lt;- data.frame(val=c(11330,2721,52438,6124), lab=c(&quot;STAT1&quot;,&quot;STAT2&quot;,&quot;STAT3&quot;,&quot;SUZY&quot;)) after &lt;- data.frame(val=c(17401,3462,0,72), lab=c(&quot;STAT1&quot;,&quot;STAT2&quot;,&quot;STAT3&quot;,&quot;SUZY&quot;)) Combine them into a single data frame with a period variable: combined &lt;- rbind(data.frame(before,period=&quot;before&quot;), data.frame(after,period=&quot;after&quot;)) Reformat to a matrix and plot with (base R) dotchart: library(reshape2) m &lt;- acast(combined,lab~period,value.var=&quot;val&quot;) dotchart(m) Plot ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\" \/>\n<meta property=\"og:site_name\" content=\"JassWeb\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-07T03:25:37+00:00\" \/>\n<meta name=\"author\" content=\"Kirat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kirat\" \/>\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:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\"},\"author\":{\"name\":\"Kirat\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\"},\"headline\":\"[Solved] Comparing multiple data frames\",\"datePublished\":\"2022-11-07T03:25:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\"},\"wordCount\":48,\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"keywords\":[\"compare\",\"dataset\",\"r\"],\"articleSection\":[\"Solved\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\",\"url\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\",\"name\":\"[Solved] Comparing multiple data frames - JassWeb\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#website\"},\"datePublished\":\"2022-11-07T03:25:37+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/jassweb.com\/solved\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"[Solved] Comparing multiple data frames\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/jassweb.com\/solved\/#website\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"name\":\"JassWeb\",\"description\":\"Build High-quality Websites\",\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/jassweb.com\/solved\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\",\"name\":\"Jass Web\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"contentUrl\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"width\":693,\"height\":132,\"caption\":\"Jass Web\"},\"image\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\",\"name\":\"Kirat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775798750\",\"contentUrl\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775798750\",\"caption\":\"Kirat\"},\"sameAs\":[\"http:\/\/jassweb.com\"],\"url\":\"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"[Solved] Comparing multiple data frames - JassWeb","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:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/","og_locale":"en_US","og_type":"article","og_title":"[Solved] Comparing multiple data frames - JassWeb","og_description":"[ad_1] Here are a couple of ideas. This is what I think your data look like? before &lt;- data.frame(val=c(11330,2721,52438,6124), lab=c(\"STAT1\",\"STAT2\",\"STAT3\",\"SUZY\")) after &lt;- data.frame(val=c(17401,3462,0,72), lab=c(\"STAT1\",\"STAT2\",\"STAT3\",\"SUZY\")) Combine them into a single data frame with a period variable: combined &lt;- rbind(data.frame(before,period=\"before\"), data.frame(after,period=\"after\")) Reformat to a matrix and plot with (base R) dotchart: library(reshape2) m &lt;- acast(combined,lab~period,value.var=\"val\") dotchart(m) Plot ... Read more","og_url":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/","og_site_name":"JassWeb","article_published_time":"2022-11-07T03:25:37+00:00","author":"Kirat","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kirat","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#article","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/"},"author":{"name":"Kirat","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31"},"headline":"[Solved] Comparing multiple data frames","datePublished":"2022-11-07T03:25:37+00:00","mainEntityOfPage":{"@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/"},"wordCount":48,"publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"keywords":["compare","dataset","r"],"articleSection":["Solved"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/","url":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/","name":"[Solved] Comparing multiple data frames - JassWeb","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/#website"},"datePublished":"2022-11-07T03:25:37+00:00","breadcrumb":{"@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/jassweb.com\/solved\/solved-comparing-multiple-data-frames\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/jassweb.com\/solved\/"},{"@type":"ListItem","position":2,"name":"[Solved] Comparing multiple data frames"}]},{"@type":"WebSite","@id":"https:\/\/jassweb.com\/solved\/#website","url":"https:\/\/jassweb.com\/solved\/","name":"JassWeb","description":"Build High-quality Websites","publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/jassweb.com\/solved\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/jassweb.com\/solved\/#organization","name":"Jass Web","url":"https:\/\/jassweb.com\/solved\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/","url":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","contentUrl":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","width":693,"height":132,"caption":"Jass Web"},"image":{"@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31","name":"Kirat","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/","url":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775798750","contentUrl":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775798750","caption":"Kirat"},"sameAs":["http:\/\/jassweb.com"],"url":"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/"}]}},"_links":{"self":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/19650","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/comments?post=19650"}],"version-history":[{"count":0,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/19650\/revisions"}],"wp:attachment":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/media?parent=19650"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/categories?post=19650"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/tags?post=19650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}