{"id":1868,"date":"2018-02-02T22:39:09","date_gmt":"2018-02-03T03:39:09","guid":{"rendered":"http:\/\/www.nomad.priv.at\/researchblog\/?p=1868"},"modified":"2018-05-19T13:42:52","modified_gmt":"2018-05-19T18:42:52","slug":"efsa-data-coding-for-analysis-using-r","status":"publish","type":"post","link":"http:\/\/www.nomad.priv.at\/researchblog\/?p=1868","title":{"rendered":"EFSA data &#8212; coding for analysis using R"},"content":{"rendered":"<p>Whenever I have a few hours, I work on the data analysis code for the European Food Safety Authority data on mycotoxins that I have received a few months ago.<\/p>\n<p>plyr and dplyr packages (dplyr is part of tidyverse) have been instrumental to get an overview of the data, answering questions like &#8220;How many samples from country X? or How many toxins analysed in sample Y&#8230;?&#8221; Basic boxplotting of subsets (e.g., from a time range, a specific country or for a specific toxin) provide a crucial overview before conducting a detailed analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Whenever I have a few hours, I work on the data analysis code for the European Food Safety Authority data on mycotoxins that I have received a few months ago. plyr and dplyr packages (dplyr is part of tidyverse) have been instrumental to get an overview of the data, answering questions like &#8220;How many samples &hellip; <a href=\"http:\/\/www.nomad.priv.at\/researchblog\/?p=1868\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">EFSA data &#8212; coding for analysis using R<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,4],"tags":[],"class_list":["post-1868","post","type-post","status-publish","format-standard","hentry","category-r","category-research"],"_links":{"self":[{"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/posts\/1868","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1868"}],"version-history":[{"count":1,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/posts\/1868\/revisions"}],"predecessor-version":[{"id":1869,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=\/wp\/v2\/posts\/1868\/revisions\/1869"}],"wp:attachment":[{"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1868"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1868"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.nomad.priv.at\/researchblog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1868"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}