{"id":10086,"date":"2022-09-22T05:35:43","date_gmt":"2022-09-22T00:05:43","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-read-mixed-data-into-r\/"},"modified":"2022-09-22T05:35:43","modified_gmt":"2022-09-22T00:05:43","slug":"solved-read-mixed-data-into-r","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-read-mixed-data-into-r\/","title":{"rendered":"[Solved] read mixed data into R"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-29502678\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"29502678\" data-parentid=\"29500139\" data-score=\"1\" 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>I have saved that one line of text you have provided into a file called &#8216;parseJSON.txt&#8217;. You can then read the file in as per usual using <code>read.table<\/code>, then make use of <code>library(jsonlite)<\/code> to parse the 3rd column.<\/p>\n<p>I&#8217;ve also formatted the line of text to include quotes around the JSON code:<br \/>\n<code>factor1    param1  {\"type\": [{\"a\": \"a1\", \"timestamp\": 1}, {\"a\":\"a2\", \"timestamp\": 2}]}<\/code><\/p>\n<pre><code>library(jsonlite)\n\ndat &lt;- read.table(\"parseJSON.txt\", \n              sep=\"\\t\", \n              header=F,\n              quote=\"\")\n\n#parse 3rd column using jsonlite\njs &lt;- fromJSON(as.character(dat[1,3]))\n<\/code><\/pre>\n<p><code>js<\/code> is now a <code>list<\/code><\/p>\n<pre><code>&gt; js\n$type\n   a timestamp\n1 a1         1\n2 a2         2\n<\/code><\/pre>\n<p>which can be combined with the first two columns of <code>dat<\/code><\/p>\n<pre><code>res &lt;- cbind(dat[,1:2],js$type)\n\nnames(res) &lt;- c(\"factor_column\", \"param_column\", \"a_column\", \"ts_column\")\n<\/code><\/pre>\n<p>which gives<\/p>\n<pre><code>&gt; res\n     factor_column param_column a_column ts_column\n1       factor1       param1       a1         1\n2       factor1       param1       a2         2\n<\/code><\/pre>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">3<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved read mixed data into R <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] I have saved that one line of text you have provided into a file called &#8216;parseJSON.txt&#8217;. You can then read the file in as per usual using read.table, then make use of library(jsonlite) to parse the 3rd column. I&#8217;ve also formatted the line of text to include quotes around the JSON code: factor1 param1 &#8230; <a title=\"[Solved] read mixed data into R\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-read-mixed-data-into-r\/\" aria-label=\"More on [Solved] read mixed data into R\">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":[356,321],"class_list":["post-10086","post","type-post","status-publish","format-standard","hentry","category-solved","tag-json","tag-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] read mixed data into R - 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-read-mixed-data-into-r\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] read mixed data into R - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] I have saved that one line of text you have provided into a file called &#8216;parseJSON.txt&#8217;. You can then read the file in as per usual using read.table, then make use of library(jsonlite) to parse the 3rd column. I&#8217;ve also formatted the line of text to include quotes around the JSON code: factor1 param1 ... 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You can then read the file in as per usual using read.table, then make use of library(jsonlite) to parse the 3rd column. I&#8217;ve also formatted the line of text to include quotes around the JSON code: factor1 param1 ... 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