{"id":3298,"date":"2015-03-09T16:32:20","date_gmt":"2015-03-09T21:32:20","guid":{"rendered":"http:\/\/rud.is\/b\/?p=3298"},"modified":"2018-03-07T16:44:05","modified_gmt":"2018-03-07T21:44:05","slug":"new-r-package-ipapi-ipdomain-geolocation","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2015\/03\/09\/new-r-package-ipapi-ipdomain-geolocation\/","title":{"rendered":"New R Package &#8211; ipapi (IP\/Domain Geolocation)"},"content":{"rendered":"<p>I noticed that the @rOpenSci folks had an interface to [ip-api.com](http:\/\/ip-api.com\/) on their [ToDo](https:\/\/github.com\/ropensci\/webservices\/wiki\/ToDo) list so I whipped up a small R package to fill said gap. <\/p>\n<p>Their IP Geolocation API will take an IPv4, IPv6 or FQDN and kick back a ASN, lat\/lon, address and more. The [ipapi package](https:\/\/github.com\/hrbrmstr\/ipapi) exposes one function &#8211; `geolocate` which takes in a character vector of any mixture of IPv4\/6 and domains and returns a `data.table` of results. Since `ip-api.com` has a restriction of 250 requests-per-minute, the package also tries to help ensure you don&#8217;t get your own IP address banned (there&#8217;s a form on their site you can fill in to get it unbanned if you do happen to hit the limit). Overall, there&#8217;s nothing fancy in the package, but it gets the job done. <\/p>\n<p>I notified the rOpenSci folks about it, so hopefully it&#8217;ll be one less thing on that particular to-do list. <\/p>\n<p>You can see it in action in combination with the super-spiffy [leaflet](http:\/\/www.htmlwidgets.org\/showcase_leaflet.html) htmlwidget:<\/p>\n<pre lang=\"rsplus\">library(leaflet)\r\nlibrary(ipapi)\r\nlibrary(maps)\r\n\r\n# get top 500 domains\r\nsites <- read.csv(\"http:\/\/moz.com\/top500\/domains\/csv\", stringsAsFactors=FALSE)\r\n\r\n# make reproducible\r\nset.seed(1492)\r\n\r\n# pick out a random 50\r\nsites <- sample(sites$URL, 50) \r\nsites <- gsub(\"\/\", \"\", sites)\r\nlocations <- geolocate(sites)\r\n\r\n# take a quick look\r\ndplyr::glimpse(locations)\r\n\r\n## Observations: 50\r\n## Variables:\r\n## $ as          (fctr) AS2635 Automattic, Inc, AS15169 Google Inc., AS3561...\r\n## $ city        (fctr) San Francisco, Mountain View, Chesterfield, Mountai...\r\n## $ country     (fctr) United States, United States, United States, United...\r\n## $ countryCode (fctr) US, US, US, US, US, US, JP, US, US, IT, US, US, US,...\r\n## $ isp         (fctr) Automattic, Google, Savvis, Google, Level 3 Communi...\r\n## $ lat         (dbl) 37.7484, 37.4192, 38.6631, 37.4192, 38.0000, 33.7516...\r\n## $ lon         (dbl) -122.4156, -122.0574, -90.5771, -122.0574, -97.0000,...\r\n## $ org         (fctr) Automattic, Google, Savvis, Google, AddThis, Peer 1...\r\n## $ query       (fctr) 192.0.80.242, 74.125.227.239, 206.132.6.134, 74.125...\r\n## $ region      (fctr) CA, CA, MO, CA, , GA, 13, MA, TX, , MA, TX, CA, , ,...\r\n## $ regionName  (fctr) California, California, Missouri, California, , Geo...\r\n## $ status      (fctr) success, success, success, success, success, succes...\r\n## $ timezone    (fctr) America\/Los_Angeles, America\/Los_Angeles, America\/C...\r\n## $ zip         (fctr) 94110, 94043, 63017, 94043, , 30303, , 02142, 78218...\r\n\r\n# all i want is the world!\r\nworld <- map(\"world\", fill = TRUE, plot = FALSE) \r\n\r\n# kick out a a widget\r\nleaflet(data=world) %>% \r\n  addTiles() %>% \r\n  addCircleMarkers(locations$lon, locations$lat, \r\n                   color = '#ff0000', popup=sites)<\/pre>\n<p><center><b>50 Random Top Sites<\/b><iframe loading=\"lazy\" style=\"max-width=100%\" src=\"\/b\/wid\/geoleaf.html\" sandbox=\"allow-same-origin allow-scripts\" width=\"750px\" height=\"350\" scrolling=\"no\" seamless=\"seamless\" frameBorder=\"0\"><\/iframe><\/center><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I noticed that the @rOpenSci folks had an interface to [ip-api.com](http:\/\/ip-api.com\/) on their [ToDo](https:\/\/github.com\/ropensci\/webservices\/wiki\/ToDo) list so I whipped up a small R package to fill said gap. Their IP Geolocation API will take an IPv4, IPv6 or FQDN and kick back a ASN, lat\/lon, address and more. The [ipapi package](https:\/\/github.com\/hrbrmstr\/ipapi) exposes one function &#8211; `geolocate` [&hellip;]<\/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":[721,673,674,74,91],"tags":[810],"class_list":["post-3298","post","type-post","status-publish","format-standard","hentry","category-cartography","category-datavis-2","category-dataviz","category-dns","category-r","tag-post"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New R Package - ipapi (IP\/Domain Geolocation) - 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\/2015\/03\/09\/new-r-package-ipapi-ipdomain-geolocation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New R Package - ipapi (IP\/Domain Geolocation) - rud.is\" \/>\n<meta property=\"og:description\" content=\"I noticed that the @rOpenSci folks had an interface to [ip-api.com](http:\/\/ip-api.com\/) on their [ToDo](https:\/\/github.com\/ropensci\/webservices\/wiki\/ToDo) list so I whipped up a small R package to fill said gap. Their IP Geolocation API will take an IPv4, IPv6 or FQDN and kick back a ASN, lat\/lon, address and more. The [ipapi package](https:\/\/github.com\/hrbrmstr\/ipapi) exposes one function &#8211; `geolocate` [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rud.is\/b\/2015\/03\/09\/new-r-package-ipapi-ipdomain-geolocation\/\" \/>\n<meta property=\"og:site_name\" content=\"rud.is\" \/>\n<meta property=\"article:published_time\" content=\"2015-03-09T21:32:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-03-07T21:44:05+00:00\" \/>\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\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/\"},\"author\":{\"name\":\"hrbrmstr\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#\\\/schema\\\/person\\\/d7cb7487ab0527447f7fda5c423ff886\"},\"headline\":\"New R Package &#8211; ipapi (IP\\\/Domain Geolocation)\",\"datePublished\":\"2015-03-09T21:32:20+00:00\",\"dateModified\":\"2018-03-07T21:44:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/\"},\"wordCount\":204,\"commentCount\":2,\"publisher\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#\\\/schema\\\/person\\\/d7cb7487ab0527447f7fda5c423ff886\"},\"keywords\":[\"post\"],\"articleSection\":[\"cartography\",\"DataVis\",\"DataViz\",\"DNS\",\"R\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/\",\"url\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/\",\"name\":\"New R Package - ipapi (IP\\\/Domain Geolocation) - rud.is\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#website\"},\"datePublished\":\"2015-03-09T21:32:20+00:00\",\"dateModified\":\"2018-03-07T21:44:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2015\\\/03\\\/09\\\/new-r-package-ipapi-ipdomain-geolocation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/rud.is\\\/b\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"New R Package &#8211; ipapi (IP\\\/Domain Geolocation)\"}]},{\"@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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Not just work, but work _fast_. It's backed by `Rcpp` and now uses the [AsioHeaders](http:\/\/dirk.eddelbuettel.com\/blog\/2016\/01\/07\/#asioheaders_1.11.0-1) package by Dirk Eddelbuettel, which means it no longer needs to _link_ against the monolithic Boost libraries and *works on Windows*! What can you\u2026","rel":"","context":"In &quot;Cybersecurity&quot;","block_context":{"text":"Cybersecurity","link":"https:\/\/rud.is\/b\/category\/cybersecurity\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6172,"url":"https:\/\/rud.is\/b\/2017\/08\/24\/reticulating-readability\/","url_meta":{"origin":3298,"position":3},"title":"Reticulating Readability","author":"hrbrmstr","date":"2017-08-24","format":false,"excerpt":"I needed to clean some web HTML content for a project and I usually use hgr::clean_text() for it and that generally works pretty well. The clean_text() function uses an XSLT stylesheet to try to remove all non-\"main text content\" from an HTML document and it usually does a good job\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":4417,"url":"https:\/\/rud.is\/b\/2016\/06\/07\/new-viridis-colorbrewer-palettes-for-ipv4-heatmap\/","url_meta":{"origin":3298,"position":4},"title":"New viridis &#038; colorbrewer palettes for ipv4-heatmap","author":"hrbrmstr","date":"2016-06-07","format":false,"excerpt":"It's no seekrit that I :heart: Hilbert curve heatmaps of IPv4 space. Real-world IPv4 maps (i.e. the ones that drop dots on the Earth) have little utility, but with Hilbert curves maps of IPv4 space many different topologies can be superimposed (from ASNs to\u2014if need be\u2014geographic locations). Plus, there's more\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":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/06\/rdbu-inverted.png?fit=512%2C512&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":4357,"url":"https:\/\/rud.is\/b\/2016\/05\/01\/pining-for-the-fjords-monitoring-ssltls-certificate-expiration-in-r-with-flexdashboard\/","url_meta":{"origin":3298,"position":5},"title":"Pining for the fjoRds &#038; monitoring SSL\/TLS certificate expiration in R with flexdashboard","author":"hrbrmstr","date":"2016-05-01","format":false,"excerpt":"Rumors of my demise have been (almost) greatly exaggerated. Folks have probably noticed that #52Vis has stalled, as has most blogging, package & Twitter activity. I came down with a nasty bout of bronchitis after attending rOpenSci Unconf 16 (there were _so_ many people hacking [the sick kind] up a\u2026","rel":"","context":"In &quot;dashboard&quot;","block_context":{"text":"dashboard","link":"https:\/\/rud.is\/b\/category\/dashboard\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/05\/Fullscreen_5_1_16__9_28_PM.png?fit=1200%2C609&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/05\/Fullscreen_5_1_16__9_28_PM.png?fit=1200%2C609&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/05\/Fullscreen_5_1_16__9_28_PM.png?fit=1200%2C609&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/05\/Fullscreen_5_1_16__9_28_PM.png?fit=1200%2C609&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2016\/05\/Fullscreen_5_1_16__9_28_PM.png?fit=1200%2C609&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/3298","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=3298"}],"version-history":[{"count":0,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/3298\/revisions"}],"wp:attachment":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/media?parent=3298"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/categories?post=3298"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/tags?post=3298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}