{"id":2685,"date":"2013-09-19T15:11:13","date_gmt":"2013-09-19T20:11:13","guid":{"rendered":"http:\/\/rud.is\/b\/?p=2685"},"modified":"2013-09-19T20:48:37","modified_gmt":"2013-09-20T01:48:37","slug":"animated-irl-pirate-attacks-in-r","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2013\/09\/19\/animated-irl-pirate-attacks-in-r\/","title":{"rendered":"Animated IRL Pirate Attacks In R"},"content":{"rendered":"

Avast me hearRties! (ok, enough of the pirate speak in a blog post)<\/p>\n

It wouldn’t be TLAPD without out some modest code & idea pilfering from Mark Bulling & Simon Raper<\/a>. While those mateys did a fine job hoisting up some R code (your really didn’t think I’d stop with the pirate speak, did you?) for their example, I took it one step furrrrther to build an animation of cumulative, yearly IRL pirate attacks from 1978 to the present. I found it a bit interesting to see how the hotspots shifted over time. Click on the graphic for the largeR version or I’ll make ye walk the plank!!<\/i><\/b>.<\/p>\n

\"ARRRRRRR!\"\/<\/a><\/centeR><\/p>\n
library(maps)
\nlibrary(hexbin)
\nlibrary(maptools)
\nlibrary(ggplot2)
\nlibrary(sp)
\nlibrary(mapproj)<\/p>\n
# piRate the data from the militaRy
\ndownload.file(“http:\/\/msi.nga.mil\/MSISiteContent\/StaticFiles\/Files\/ASAM_shp.zip”, destfile=”ASAM_shp.zip”)
\nunzip(“ASAM_shp.zip”)<\/p>\n
# extRact the data fRame we need fRom the shape file
\npirates.df <- as.data.frame(readShapePoints(\"ASAM 19 SEP 13\")) # you may need to use a diffeRent name depending on d\/l date\n\n# get the woRld map data\nworld <- map_data(\"world\")\nworld <- subset(world, region != \"Antarctica\") # inteRcouRse AntaRctica\n\n# yeaRs we want to loop thoRugh\nends <- 1979:2013\n\n# loop thRough, extRact data, build plot, save plot: BOOM\nfor (end in ends) {\n  png(filename=sprintf(\"arrr-%d.png\",end),width=500,height=250,bg=\"white\") # change to 1000x500 or laRgeR\n  dec.df <- pirates.df[pirates.df$DateOfOcc > “1970-01-01” & pirates.df$DateOfOcc < as.Date(sprintf(\"%s-12-31\",end)),] \n  rng <- range(dec.df$DateOfOcc)\n  p <- ggplot() \n  p <- p + geom_polygon(data=world, aes(x=long, y=lat, group=group), fill=\"gray40\", colour=\"white\")\n  p <- p + stat_summary_hex(fun=\"length\", data=dec.df, aes(x=coords.x1, y=coords.x2, z=coords.x2), alpha=0.8)\n  p <- p + scale_fill_gradient(low=\"white\", high=\"red\", \"Pirate Attacks recorded\")\n  p <- p + theme_bw() + labs(x=\"\",y=\"\", title=sprintf(\"Pirate Attacks From %s to %s\",rng[1],rng[2]))\n  p <- p + theme(panel.background = element_rect(fill='#A6BDDB', colour='white'))\n  print(p)\n  dev.off()\n}\n\n# requires imagemagick\nsystem(\"convert -delay 45 -loop 0 arrr*g arrr500.gif\")<\/pRe>\n","protected":false},"excerpt":{"rendered":"
Avast me hearRties! (ok, enough of the pirate speak in a blog post) It wouldn’t be TLAPD without out some modest code & idea pilfering from Mark Bulling & Simon Raper. While those mateys did a fine job hoisting up some R code (your really didn’t think I’d stop with the pirate speak, did you?) […]<\/p>\n","protected":false},"author":1,"featured_media":0,"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":false,"_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":[673,674,63,91],"tags":[705],"class_list":["post-2685","post","type-post","status-publish","format-standard","hentry","category-datavis-2","category-dataviz","category-development","category-r","tag-tlapd"],"yoast_head":"\nAnimated IRL Pirate Attacks In 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\/09\/19\/animated-irl-pirate-attacks-in-r\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Animated IRL Pirate Attacks In R - rud.is\" \/>\n<meta property=\"og:description\" content=\"Avast me hearRties! (ok, enough of the pirate speak in a blog post) It wouldn’t be TLAPD without out some modest code & idea pilfering from Mark Bulling & Simon Raper. While those mateys did a fine job hoisting up some R code (your really didn’t think I’d stop with the pirate speak, did you?) 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It's time four t' annual International Talk Like a Pirate Day #rstats post! (OK, I won't make you suffer continuous pirate-speak for the entire post) I tried to be a bit more practical this year and have two treasuRe chests for you to (hopefully) enjoy. A Package\u2026","rel":"","context":"In "cartography"","block_context":{"text":"cartography","link":"https:\/\/rud.is\/b\/category\/cartography\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6385,"url":"https:\/\/rud.is\/b\/2017\/09\/19\/pirating-web-content-responsibly-with-r\/","url_meta":{"origin":2685,"position":1},"title":"Pirating Web Content Responsibly With R","author":"hrbrmstr","date":"2017-09-19","format":false,"excerpt":"International Code Talk Like A Pirate Day almost slipped by without me noticing (September has been a crazy busy month), but it popped up in the calendar notifications today and I was glad that I had prepped the meat of a post a few weeks back. 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The U.S. Drought Monitor site supplies\u2026","rel":"","context":"In "cartography"","block_context":{"text":"cartography","link":"https:\/\/rud.is\/b\/category\/cartography\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":12891,"url":"https:\/\/rud.is\/b\/2021\/01\/23\/swiftr-switcheroo-calling-compiled-swift-from-r\/","url_meta":{"origin":2685,"position":5},"title":"SwiftR Switcheroo: Calling [Compiled] Swift from R!","author":"hrbrmstr","date":"2021-01-23","format":false,"excerpt":"I've been on a Swift + R bender for a while now, but have been envious of the pure macOS\/iOS (et al) folks who get to use Apple's seriously ++good machine learning libraries, which are even more robust on the new M1 hardware (it's cool having hardware components dedicated to\u2026","rel":"","context":"In "macOS"","block_context":{"text":"macOS","link":"https:\/\/rud.is\/b\/category\/macos\/"},"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\/2685","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=2685"}],"version-history":[{"count":0,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/2685\/revisions"}],"wp:attachment":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/media?parent=2685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/categories?post=2685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/tags?post=2685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}