{"id":2933,"date":"2014-02-20T10:24:07","date_gmt":"2014-02-20T15:24:07","guid":{"rendered":"http:\/\/rud.is\/b\/?p=2933"},"modified":"2018-03-07T16:44:24","modified_gmt":"2018-03-07T21:44:24","slug":"using-twitter-as-a-data-source-for-monitoring-password-dumps","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2014\/02\/20\/using-twitter-as-a-data-source-for-monitoring-password-dumps\/","title":{"rendered":"Using Twitter as a Data Source For Monitoring Password Dumps"},"content":{"rendered":"

I shot a quick post over at the [Data Driven Security blog](http:\/\/bit.ly\/1hyqJiT) explaining how to separate Twitter data gathering from R code via the Ruby `t` ([github repo](https:\/\/github.com\/sferik\/t)) command. Using `t` frees R code from having to be a Twitter processor and lets the analyst focus on analysis and visualization, plus you can use `t` as a substitute for Twitter GUIs if you’d rather play at the command-line:<\/p>\n

$ t timeline ddsecblog\r\n   @DDSecBlog\r\n   Monitoring Credential Dumps Plus Using Twitter As a Data\u00a0Source http:\/\/t.co\/ThYbjRI9Za\r\n\r\n   @DDSecBlog\r\n   Nice intro to R + stats \/\/ Data Analysis and Statistical Inference free @datacamp_com course\r\n   http:\/\/t.co\/FC44FF9DSp\r\n\r\n   @DDSecBlog\r\n   Very accessible paper & cool approach to detection \/\/ Nazca: Detecting Malware Distribution in\r\n   Large-Scale Networks http:\/\/t.co\/fqrSaFvUK2\r\n\r\n   @DDSecBlog\r\n   Start of a new series by new contributing blogger @spttnnh! \/\/ @AlienVault rep db Longitudinal\r\n   Study Part 1 : http:\/\/t.co\/XM7m4zP0tr\r\n\r\n   ...<\/pre>\n
The DDSec post shows how to mine the well-formatted output from the @dumpmon Twitter bot to visualize dump trends over time:<\/p>\n
<\/a><\/center><\/p>\n
and has the code in-line and over at the [DDSec github repo](https:\/\/github.com\/ddsbook\/blog\/blob\/master\/extra\/src\/R\/dumpmon.R) [R].<\/p>\n","protected":false},"excerpt":{"rendered":"
I shot a quick post over at the [Data Driven Security blog](http:\/\/bit.ly\/1hyqJiT) explaining how to separate Twitter data gathering from R code via the Ruby `t` ([github repo](https:\/\/github.com\/sferik\/t)) command. Using `t` frees R code from having to be a Twitter processor and lets the analyst focus on analysis and visualization, plus you can use `t` […]<\/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":[677,709,678,673,674,3,91],"tags":[810],"class_list":["post-2933","post","type-post","status-publish","format-standard","hentry","category-data-analysis-2","category-data-driven-security","category-data-visualization","category-datavis-2","category-dataviz","category-information-security","category-r","tag-post"],"yoast_head":"\nUsing Twitter as a Data Source For Monitoring Password Dumps - 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\/2014\/02\/20\/using-twitter-as-a-data-source-for-monitoring-password-dumps\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using Twitter as a Data Source For Monitoring Password Dumps - rud.is\" \/>\n<meta property=\"og:description\" content=\"I shot a quick post over at the [Data Driven Security blog](http:\/\/bit.ly\/1hyqJiT) explaining how to separate Twitter data gathering from R code via the Ruby `t` ([github repo](https:\/\/github.com\/sferik\/t)) command. 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We've enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate into\u2026","rel":"","context":"In "Charts & Graphs"","block_context":{"text":"Charts & Graphs","link":"https:\/\/rud.is\/b\/category\/charts-graphs\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2465,"url":"https:\/\/rud.is\/b\/2013\/04\/18\/sourceboston2013\/","url_meta":{"origin":2933,"position":3},"title":"SOURCE Boston (@SOURCEConf) Data Analysis & Visualization Talk Resources #srcbos13","author":"hrbrmstr","date":"2013-04-18","format":false,"excerpt":"Many thanks to all who attended the talk @jayjacobs & I gave at @SOURCEconf on Thursday, April 18, 2013. 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