{"id":1927,"date":"2020-12-07T14:20:30","date_gmt":"2020-12-07T14:20:30","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=1927"},"modified":"2020-12-07T14:20:30","modified_gmt":"2020-12-07T14:20:30","slug":"tidyx-39-missing-values","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-39-missing-values\/","title":{"rendered":"TidyX 39: Missing Values"},"content":{"rendered":"<p>This week, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ellis_hughes\">Ellis Hughes<\/a><\/span><\/strong> and I jump into the mailbag to answer a question that <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/iamericfletcher\">Eric Fletcher<\/a><\/span><\/strong> had regarding dealing with missing values. We talk about a few simple ways to impute missing values using an old NFL Combine data set <strong>(NOTE:<\/strong> there is a bunch of web scrapping code included in this episode, as well).<\/p>\n<p>As an aside, I did write a shorter blog article about dealing with NA, NaN, and INF in an older <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/r-tips-tricks-dealing-with-missing-values\/\"><em>&#8220;<span style=\"color: #0000ff;\">R Tips &amp; Tricks&#8221;<\/span><\/em> blog post<\/a><\/span><\/strong>.<\/p>\n<p>To watch the screen cast, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=jIrun_3-hFI&amp;feature=youtu.be\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p>To access our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/tree\/master\/TidyTuesday_Explained\/039-Imputing_Missingness\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, Ellis Hughes and I jump into the mailbag to answer a question that Eric Fletcher had regarding dealing with missing values. We talk about a few simple ways to impute missing values using an old NFL Combine data set (NOTE: there is a bunch of web scrapping code included in this episode, as [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-1927","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1927","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/comments?post=1927"}],"version-history":[{"count":1,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1927\/revisions"}],"predecessor-version":[{"id":1928,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/1927\/revisions\/1928"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=1927"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=1927"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=1927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}