{"id":2803,"date":"2013-11-27T15:13:29","date_gmt":"2013-11-27T20:13:29","guid":{"rendered":"http:\/\/rud.is\/b\/?p=2803"},"modified":"2017-04-02T22:51:56","modified_gmt":"2017-04-03T03:51:56","slug":"mapping-power-outages-in-maine-dynamically-with-shinyr","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/","title":{"rendered":"Mapping Power Outages in Maine Dynamically with Shiny\/R"},"content":{"rendered":"<p>I decided to forego the D3 map mentioned in <a href=\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-with-r\/\">the previous post<\/a> in favor of a <a href=\"http:\/\/shiny.rstudio.com\/\">Shiny<\/a> one since I had 90% of the mapping code written. <\/p>\n<p>I binned the ranges into three groups, changed the color over to something more pleasant (with <code>RColorBrewer<\/code>), added an interactive table for the counties with outage and have the elements updating every minute.<\/p>\n<p>You can see the <a target=\"_blank\" href=\"http:\/\/162.243.111.4:3838\/outages\/\">Live Outage Map<\/a> over at it&#8217;s live Shiny server. Source is below or over at <a href=\"https:\/\/gist.github.com\/hrbrmstr\/7681842\">github<\/a> if you&#8217;ve got blockers enabled.<\/p>\n<p><center><script src=\"https:\/\/gist.github.com\/hrbrmstr\/7681842.js\"><\/script><\/center><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I decided to forego the D3 map mentioned in the previous post in favor of a Shiny one since I had 90% of the mapping code written. I binned the ranges into three groups, changed the color over to something more pleasant (with RColorBrewer), added an interactive table for the counties with outage and have [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2806,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_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":""},"categories":[709,678,673,674,63,36,91,710],"tags":[],"class_list":["post-2803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-driven-security","category-data-visualization","category-datavis-2","category-dataviz","category-development","category-html5","category-r","category-shiny"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mapping Power Outages in Maine Dynamically with Shiny\/R - 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\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mapping Power Outages in Maine Dynamically with Shiny\/R - rud.is\" \/>\n<meta property=\"og:description\" content=\"I decided to forego the D3 map mentioned in the previous post in favor of a Shiny one since I had 90% of the mapping code written. I binned the ranges into three groups, changed the color over to something more pleasant (with RColorBrewer), added an interactive table for the counties with outage and have [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\" \/>\n<meta property=\"og:site_name\" content=\"rud.is\" \/>\n<meta property=\"article:published_time\" content=\"2013-11-27T20:13:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-04-03T03:51:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/162.243.111.4_3838_outages_.png?fit=470%2C735&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"470\" \/>\n\t<meta property=\"og:image:height\" content=\"735\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"hrbrmstr\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"hrbrmstr\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\"},\"author\":{\"name\":\"hrbrmstr\",\"@id\":\"https:\/\/rud.is\/b\/#\/schema\/person\/d7cb7487ab0527447f7fda5c423ff886\"},\"headline\":\"Mapping Power Outages in Maine Dynamically with Shiny\/R\",\"datePublished\":\"2013-11-27T20:13:29+00:00\",\"dateModified\":\"2017-04-03T03:51:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\"},\"wordCount\":94,\"commentCount\":6,\"publisher\":{\"@id\":\"https:\/\/rud.is\/b\/#\/schema\/person\/d7cb7487ab0527447f7fda5c423ff886\"},\"image\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/162.243.111.4_3838_outages_.png?fit=470%2C735&ssl=1\",\"articleSection\":[\"data driven security\",\"Data Visualization\",\"DataVis\",\"DataViz\",\"Development\",\"HTML5\",\"R\",\"shiny\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\",\"url\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\",\"name\":\"Mapping Power Outages in Maine Dynamically with Shiny\/R - rud.is\",\"isPartOf\":{\"@id\":\"https:\/\/rud.is\/b\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/162.243.111.4_3838_outages_.png?fit=470%2C735&ssl=1\",\"datePublished\":\"2013-11-27T20:13:29+00:00\",\"dateModified\":\"2017-04-03T03:51:56+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#primaryimage\",\"url\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/162.243.111.4_3838_outages_.png?fit=470%2C735&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/162.243.111.4_3838_outages_.png?fit=470%2C735&ssl=1\",\"width\":470,\"height\":735},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/rud.is\/b\/2013\/11\/27\/mapping-power-outages-in-maine-dynamically-with-shinyr\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/rud.is\/b\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Mapping Power Outages in Maine Dynamically with Shiny\/R\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/rud.is\/b\/#website\",\"url\":\"https:\/\/rud.is\/b\/\",\"name\":\"rud.is\",\"description\":\"&quot;In God we trust. 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We had yet-another power outage this morning due to the weird weather patterns of the week and it was the final catalyst I needed to crank out some R code to map the affected counties. Central Maine Power provides an\u2026","rel":"","context":"In &quot;Charts &amp; Graphs&quot;","block_context":{"text":"Charts &amp; Graphs","link":"https:\/\/rud.is\/b\/category\/charts-graphs\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Plot_Zoom.png?fit=530%2C680&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Plot_Zoom.png?fit=530%2C680&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Plot_Zoom.png?fit=530%2C680&ssl=1&resize=525%2C300 1.5x"},"classes":[]},{"id":2816,"url":"https:\/\/rud.is\/b\/2013\/11\/28\/one-more-timemapping-maine-power-outages-with-d3\/","url_meta":{"origin":2803,"position":1},"title":"One More Time\u2026Mapping Maine Power Outages with D3","author":"hrbrmstr","date":"2013-11-28","format":false,"excerpt":"It started with a local R version and migrated to a Shiny version and is now in full D3 glory. Some down time gave me the opportunity to start a basic D3 version of the outage map, but it needs a bit of work as it relies on a page\u2026","rel":"","context":"In &quot;d3&quot;","block_context":{"text":"d3","link":"https:\/\/rud.is\/b\/category\/d3\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Central_Maine_Power_Live_Outage_Map-2.png?fit=757%2C649&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Central_Maine_Power_Live_Outage_Map-2.png?fit=757%2C649&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Central_Maine_Power_Live_Outage_Map-2.png?fit=757%2C649&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2013\/11\/Central_Maine_Power_Live_Outage_Map-2.png?fit=757%2C649&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":2846,"url":"https:\/\/rud.is\/b\/2013\/12\/27\/points-polygons-and-power-outages\/","url_meta":{"origin":2803,"position":2},"title":"Points, Polygons and Power Outages","author":"hrbrmstr","date":"2013-12-27","format":false,"excerpt":"Most of my free coding time has been spent tweaking a D3-based live power outage tracker for Central Maine Power customers (there's also a woefully less-featured Shiny app for it, too). There is some R associated with the D3 vis, but it's limited to a cron job that's makes the\u2026","rel":"","context":"In &quot;Data Visualization&quot;","block_context":{"text":"Data Visualization","link":"https:\/\/rud.is\/b\/category\/data-visualization\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2912,"url":"https:\/\/rud.is\/b\/2014\/02\/12\/one-more-yet-another-olympic-medal-live-tracking-shiny-app\/","url_meta":{"origin":2803,"position":3},"title":"One More (Yet-another?) Olympic Medal Live-tracking Shiny App","author":"hrbrmstr","date":"2014-02-12","format":false,"excerpt":"I'm posting this mostly to show how to: - use the Google spreadsheet data-munging \"hack\" from the [previous post](http:\/\/rud.is\/b\/2014\/02\/11\/live-google-spreadsheet-for-keeping-track-of-sochi-medals\/) in a Shiny context - include it seamlessly into a web page, and - run it locally without a great deal of wrangling The code for the app is [in this\u2026","rel":"","context":"In &quot;data driven security&quot;","block_context":{"text":"data driven security","link":"https:\/\/rud.is\/b\/category\/data-driven-security\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":3141,"url":"https:\/\/rud.is\/b\/2014\/11\/27\/power-outage-impact-choropleths-in-5-steps-in-r-featuring-rvest-rstudio-projects\/","url_meta":{"origin":2803,"position":4},"title":"Power Outage Impact Choropleths In 5 Steps in R (featuring rvest &#038; RStudio &#8220;Projects&#8221;)","author":"hrbrmstr","date":"2014-11-27","format":false,"excerpt":"I and @awpiii were trading news about the power outages in Maine & New Hampshire last night and he tweeted the link to the @PSNH [Outage Map](http:\/\/www.psnh.com\/outage\/). As if the Bing Maps tiles weren't bad enough, the use of a categorical color scale instead of a sequential one[[1](http:\/\/earthobservatory.nasa.gov\/blogs\/elegantfigures\/2011\/05\/20\/qualitative-vs-sequential-color-scales\/)] caused sufficient\u2026","rel":"","context":"In &quot;Charts &amp; Graphs&quot;","block_context":{"text":"Charts &amp; Graphs","link":"https:\/\/rud.is\/b\/category\/charts-graphs\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":5580,"url":"https:\/\/rud.is\/b\/2017\/04\/02\/simple-offline-airport-wi-fi-tracker-in-r\/","url_meta":{"origin":2803,"position":5},"title":"Simple Offline Airport Wi-Fi Tracker in R","author":"hrbrmstr","date":"2017-04-02","format":false,"excerpt":"@visualisingdata rebroadcast this tweet today: Wireless Passwords From Airports And Lounges Around The World https:\/\/t.co\/OV0WJfwj8E\u2014 deb verhoeven (@bestqualitycrab) April 2, 2017 The Google Maps interface is a bit meh and the \"formatted\" data is also a bit meh but the data is useful when travelling (NOTE: always use a VPN\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":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/2803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/comments?post=2803"}],"version-history":[{"count":0,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/2803\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/media\/2806"}],"wp:attachment":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/media?parent=2803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/categories?post=2803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/tags?post=2803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}