{"id":6096,"date":"2017-06-18T09:34:53","date_gmt":"2017-06-18T14:34:53","guid":{"rendered":"https:\/\/rud.is\/b\/?p=6096"},"modified":"2018-03-10T07:53:51","modified_gmt":"2018-03-10T12:53:51","slug":"r%e2%81%b6-disproving-approval","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2017\/06\/18\/r%e2%81%b6-disproving-approval\/","title":{"rendered":"R\u2076 \u2014 Disproving Approval"},"content":{"rendered":"<p>I couldn&#8217;t let this stand unchallenged:<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p lang=\"en\" dir=\"ltr\">The new Rasmussen Poll, one of the most accurate in the 2016 Election, just out with a Trump 50% Approval Rating.That&#39;s higher than O&#39;s #&#39;s!<\/p>\n<p>&mdash; Donald J. Trump (@realDonaldTrump) <a href=\"https:\/\/mobile.twitter.com\/realDonaldTrump\/status\/876394578777174021\">June 18, 2017<\/a><\/p><\/blockquote>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Rasmussen makes their Presidential polling data <a href=\"http:\/\/m.rasmussenreports.com\/public_content\/politics\/trump_administration\/trump_approval_index_history\">available<\/a> for both ? &amp; O. Why not compare their ratings from day 1 in office (skipping days that Rasmussen doesn&#8217;t poll)?<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/06\/Plot_Zoom.png?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"6101\" data-permalink=\"https:\/\/rud.is\/b\/2017\/06\/18\/r%e2%81%b6-disproving-approval\/plot_zoom-9\/\" data-orig-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/06\/Plot_Zoom.png?fit=1984%2C1142&amp;ssl=1\" data-orig-size=\"1984,1142\" 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=\"Plot_Zoom\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/06\/Plot_Zoom.png?fit=510%2C294&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/06\/Plot_Zoom.png?resize=510%2C294&#038;ssl=1\" alt=\"\" width=\"510\" height=\"294\" class=\"aligncenter size-full wp-image-6101\" \/><\/a><br \/>\n<pre id=\"approv-ramu-01\"><code class=\"language-r\">library(hrbrthemes)\r\nlibrary(rvest)\r\nlibrary(tidyverse)\r\n\r\nlist(\r\n  Obama=&quot;http:\/\/m.rasmussenreports.com\/public_content\/politics\/obama_administration\/obama_approval_index_history&quot;,\r\n  Trump=&quot;http:\/\/m.rasmussenreports.com\/public_content\/politics\/trump_administration\/trump_approval_index_history&quot;\r\n) %&gt;%\r\n  map_df(~{\r\n    read_html(.x) %&gt;%\r\n      html_table() %&gt;%\r\n      .[[1]] %&gt;%\r\n      tbl_df() %&gt;%\r\n      select(date=Date, approve=`Total Approve`, disapprove=`Total Disapprove`)\r\n  }, .id=&quot;who&quot;) -&gt; ratings\r\n\r\nmutate_at(ratings, c(&quot;approve&quot;, &quot;disapprove&quot;), function(x) as.numeric(gsub(&quot;%&quot;, &quot;&quot;, x, fixed=TRUE))\/100) %&gt;%\r\n  mutate(date = lubridate::dmy(date)) %&gt;%\r\n  filter(!is.na(approve)) %&gt;%\r\n  group_by(who) %&gt;%\r\n  arrange(date) %&gt;%\r\n  mutate(dnum = 1:n()) %&gt;%\r\n  ungroup() %&gt;%\r\n  ggplot(aes(dnum, approve, color=who)) +\r\n  geom_hline(yintercept = 0.5, size=0.5) +\r\n  geom_point(size=0.25) +\r\n  scale_y_percent(limits=c(0,1)) +\r\n  scale_color_manual(name=NULL, values=c(&quot;Obama&quot;=&quot;#313695&quot;, &quot;Trump&quot;=&quot;#a50026&quot;)) +\r\n  labs(x=&quot;Day in office&quot;, y=&quot;Approval Rating&quot;,\r\n       title=&quot;Presidential approval ratings from day 1 in office&quot;,\r\n       subtitle=&quot;For fairness, data was taken solely from Trump&#039;s favorite polling site (Rasmussen)&quot;,\r\n       caption=&quot;Data Source: &lt;rasmussenreports.com&gt;\\nCode: &lt;https:\/\/gist.github.com\/hrbrmstr\/a7310e1b64d0797401d01d0c6195bd8b&gt;&quot;) +\r\n  theme_ipsum_rc(grid=&quot;XY&quot;, base_size = 16) +\r\n  theme(legend.direction = &quot;horizontal&quot;) +\r\n  theme(legend.position=c(0.8, 1.05))<\/code><\/pre><\/p>\n<p>I&#8217;ll make a new post occasionally throughout ?&#8217;s term.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I couldn&#8217;t let this stand unchallenged: The new Rasmussen Poll, one of the most accurate in the 2016 Election, just out with a Trump 50% Approval Rating.That&#39;s higher than O&#39;s #&#39;s! &mdash; Donald J. Trump (@realDonaldTrump) June 18, 2017 Rasmussen makes their Presidential polling data available for both ? &amp; O. Why not compare their [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6101,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_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":"","jetpack_post_was_ever_published":false},"categories":[91],"tags":[810],"class_list":["post-6096","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-r","tag-post"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>R\u2076 \u2014 Disproving Approval - 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\/2017\/06\/18\/r\u2076-disproving-approval\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\u2076 \u2014 Disproving Approval - rud.is\" \/>\n<meta property=\"og:description\" content=\"I couldn&#8217;t let this stand unchallenged: The new Rasmussen Poll, one of the most accurate in the 2016 Election, just out with a Trump 50% Approval Rating.That&#039;s higher than O&#039;s #&#039;s! &mdash; Donald J. Trump (@realDonaldTrump) June 18, 2017 Rasmussen makes their Presidential polling data available for both ? &amp; O. 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Google's (YouTube's) auto-captioning (for the most part) worked and it's most\u2026","rel":"","context":"In &quot;Commentary&quot;","block_context":{"text":"Commentary","link":"https:\/\/rud.is\/b\/category\/commentary\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":12383,"url":"https:\/\/rud.is\/b\/2019\/06\/28\/quick-hit-dig-ging-into-dns-records-with-processx\/","url_meta":{"origin":6096,"position":3},"title":"Quick hit: &#8216;dig&#8217;-ging Into r-project.org DNS Records with {processx}","author":"hrbrmstr","date":"2019-06-28","format":false,"excerpt":"The r-project.org domain had some temporary technical difficulties this week (2019-29) that made reaching R-related resources problematic for a bunch of folks for a period of time. Incidents like this underscore the need for regional and network diversity when it comes to ensuring the availability of DNS services. That is,\u2026","rel":"","context":"In &quot;R&quot;","block_context":{"text":"R","link":"https:\/\/rud.is\/b\/category\/r\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":12586,"url":"https:\/\/rud.is\/b\/2020\/01\/01\/writing-frictionless-r-package-wrappers-introduction\/","url_meta":{"origin":6096,"position":4},"title":"Writing Frictionless R Package Wrappers \u2014 Introduction","author":"hrbrmstr","date":"2020-01-01","format":false,"excerpt":"The R language and RStudio IDE are a powerful combination for \"getting stuff done\", and one aspect of R itself that makes it especially useful is the ability to use it with other programming languages via a robust foreign language interface capability1. 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