

{"id":2190,"date":"2013-02-27T07:30:55","date_gmt":"2013-02-27T12:30:55","guid":{"rendered":"http:\/\/rud.is\/b\/?p=2190"},"modified":"2017-04-02T22:51:15","modified_gmt":"2017-04-03T03:51:15","slug":"follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2013\/02\/27\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\/","title":{"rendered":"Follow up\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC"},"content":{"rendered":"<p>Many thanks to all who attended the talk @jayjacobs &#038; I gave at RSA on Tuesday, February 26, 2013. It was really great to be able to talk to so many of you afterwards as well.<\/p>\n<p>We&#8217;ve enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate into a blog post so you can viz along at home. If you need more of a guided path, I strongly encourage you to take a look at some of the free courses over at [Coursera](https:\/\/www.coursera.org\/).<\/p>\n<p>For starters, here&#8217;s a <span class=\"removed_link\" title=\"http:\/\/bitly.com\/bundles\/hrbrmstr\/1\">bit.ly bundle<\/span> of data analysis &#038; visualization bookmarks that @dseverski &#038; I maintain. We&#8217;ve been doing (IMO) a pretty good job adding new resources as they come up and may have some duplicates to the ones below.<\/p>\n<h3>People Mentioned<\/h3>\n<p>&#8211; [Stephen Few&#8217;s Perceptual Edge blog](http:\/\/www.perceptualedge.com\/) : Start from the beginning to learn from a giant in information visualization<br \/>\n&#8211; [Andy Kirk&#8217;s Visualising Data blog](http:\/\/www.visualisingdata.com\/) (@visualisingdata) : Perhaps the quintessential leader in the modern visualization movement.<br \/>\n&#8211; [Mike Bostock&#8217;s blog](http:\/\/bost.ocks.org\/mike\/) (@mbostock) : Creator of D3 and producer of amazing, interactive graphics for the @NYTimes<br \/>\n&#8211; [Edward Tufte&#8217;s blog](http:\/\/www.edwardtufte.com\/tufte\/) : The father of what we would now identify as our core visualization principles &#038; practices<\/p>\n<h3>Tools Mentioned<\/h3>\n<p>&#8211; [R](http:\/\/www.r-project.org\/) : Jay &#038; I probably use this a bit too much as a hammer (i.e. treat ever data project as a nail) but it&#8217;s just far too flexible and powerful to not use as a go-to resource<br \/>\n&#8211; [RStudio](http:\/\/www.rstudio.com\/) : An *amazing* IDE for R. I, personally, usually despise IDEs (yes, I even dislike Xcode), but RStudio truly improves workflow by several orders of magnitude. There are both desktop and server versions of it; the latter gives you the ability to setup a multi-user environment and use the IDE from practically anywhere you are. RStudio also makes generating [reproducible research](http:\/\/cran.r-project.org\/web\/views\/ReproducibleResearch.html) a joy with built-in easy access to tools like [kintr](http:\/\/yihui.name\/knitr\/).<br \/>\n&#8211; [iPython](http:\/\/ipython.org\/) : This version of Python takes an already amazing language and kicks it up a few notches. It brings it up to the level of R+RStudio, especially with it&#8217;s knitr-like [iPython Notebooks](http:\/\/ipython.org\/ipython-doc\/dev\/interactive\/htmlnotebook.html) for\u2013again\u2013reproducible research.<br \/>\n&#8211; [Mondrian](http:\/\/www.theusrus.de\/Mondrian\/) : This tool needs far more visibility. It enables extremely quick visualization of even very large data sets. The interface takes a bit of getting used to, but it&#8217;s faster then typing R commands or fumbling in Excel.<br \/>\n&#8211; [Tableau](http:\/\/www.tableausoftware.com\/) : This tool may be one of the most accessible, fast &#038; flexible ways to explore data sets to get an idea of where you need to\/can do further analysis.<br \/>\n&#8211; [Processing](http:\/\/processing.org\/) : A tool that was designed from the ground up to help journalists create powerful, interactive data visualizations that you can slipstream directly onto the web via the [Processing.js](http:\/\/processingjs.org\/) library.<br \/>\n&#8211; [D3](http:\/\/d3js.org\/) : The foundation of modern, data-driven visualization on the web.<br \/>\n&#8211; [Gephi](https:\/\/gephi.org\/) : A very powerful tool when you need to explore networks &#038; create beautiful, publication-worthy visualizations.<br \/>\n&#8211; [MongoDB](http:\/\/www.mongodb.org\/) : NoSQL database that&#8217;s highly &#038; easily scaleable without a steep learning curve.<br \/>\n&#8211; [CRUSH Tools by Google](https:\/\/code.google.com\/p\/crush-tools\/) : Kicks up your command-line data munging.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Many thanks to all who attended the talk @jayjacobs &#038; I gave at RSA on Tuesday, February 26, 2013. It was really great to be able to talk to so many of you afterwards as well. We&#8217;ve enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate into a blog post so you [&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":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":[24,666,677,678,673,674,670,3,87],"tags":[],"class_list":["post-2190","post","type-post","status-publish","format-standard","hentry","category-charts-graphs","category-d3","category-data-analysis-2","category-data-visualization","category-datavis-2","category-dataviz","category-infographics","category-information-security","category-open-source"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Follow up\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC - 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\/02\/27\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Follow up\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC - rud.is\" \/>\n<meta property=\"og:description\" content=\"Many thanks to all who attended the talk @jayjacobs &#038; I gave at RSA on Tuesday, February 26, 2013. It was really great to be able to talk to so many of you afterwards as well. We&#8217;ve enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate into a blog post so you [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rud.is\/b\/2013\/02\/27\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\/\" \/>\n<meta property=\"og:site_name\" content=\"rud.is\" \/>\n<meta property=\"article:published_time\" content=\"2013-02-27T12:30:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-04-03T03:51:15+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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/\"},\"author\":{\"name\":\"hrbrmstr\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#\\\/schema\\\/person\\\/d7cb7487ab0527447f7fda5c423ff886\"},\"headline\":\"Follow up\\\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC\",\"datePublished\":\"2013-02-27T12:30:55+00:00\",\"dateModified\":\"2017-04-03T03:51:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/\"},\"wordCount\":604,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#\\\/schema\\\/person\\\/d7cb7487ab0527447f7fda5c423ff886\"},\"articleSection\":[\"Charts &amp; Graphs\",\"d3\",\"Data Analysis\",\"Data Visualization\",\"DataVis\",\"DataViz\",\"infographics\",\"Information Security\",\"Open Source\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/\",\"url\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/\",\"name\":\"Follow up\\\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC - rud.is\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/#website\"},\"datePublished\":\"2013-02-27T12:30:55+00:00\",\"dateModified\":\"2017-04-03T03:51:15+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/rud.is\\\/b\\\/2013\\\/02\\\/27\\\/follow-upresources-grc-t18-data-analysis-and-visualization-for-security-professionals-rsac\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/rud.is\\\/b\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Follow up\\\/Resources :: GRC-T18 \u2013 Data Analysis and Visualization for Security Professionals #RSAC\"}]},{\"@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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As promised, here are the [slides](https:\/\/dl.dropboxusercontent.com\/u\/43553\/SOURCE-Boston-2013.pdf) which should be much less washed out than the projector version :-) We've enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate\u2026","rel":"","context":"In &quot;Big Data&quot;","block_context":{"text":"Big Data","link":"https:\/\/rud.is\/b\/category\/big-data\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2499,"url":"https:\/\/rud.is\/b\/2013\/05\/15\/secure360\/","url_meta":{"origin":2190,"position":1},"title":"Secure360 (@Secure360) Data Analysis &#038; Visualization Talk Resources #Sec360","author":"hrbrmstr","date":"2013-05-15","format":false,"excerpt":"Many thanks to all who attended the talk @jayjacobs & I gave at @Secure360 on Wednesday, May 15, 2013. As promised, here are the [slides](https:\/\/dl.dropboxusercontent.com\/u\/43553\/Secure360-2013.pdf). We've enumerated quite a bit of non-slide-but-in-presentation information that we wanted to aggregate into a blog post so you can vi[sz] along at home. If\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":2782,"url":"https:\/\/rud.is\/b\/2013\/11\/13\/visual-anatomy-of-r-packages-used-in-data-driven-security\/","url_meta":{"origin":2190,"position":2},"title":"Visual Anatomy Of R Packages Used in Data Driven Security","author":"hrbrmstr","date":"2013-11-13","format":false,"excerpt":"Since @jayjacobs & I are down to the home stretch on Data Driven Security, I thought it would be interesting to do some post-writing pseudo-analyses of the book itself. I won't have exact page or word counts for a bit, but I wanted to see how many R packages we\u2026","rel":"","context":"In &quot;Data Analysis&quot;","block_context":{"text":"Data Analysis","link":"https:\/\/rud.is\/b\/category\/data-analysis-2\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1786,"url":"https:\/\/rud.is\/b\/2012\/11\/18\/speaking-at-rsa-conference-2013\/","url_meta":{"origin":2190,"position":3},"title":"Speaking At RSA Conference 2013!","author":"hrbrmstr","date":"2012-11-18","format":false,"excerpt":"Earlier this week, @jayjacobs & I both received our acceptance notice for the talk we submitted to the RSA CFP! [W00t!] Now the hard part: crank out a compelling presentation in the next six weeks! If you're interested at all in doing more with your security data, this talk is\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":2933,"url":"https:\/\/rud.is\/b\/2014\/02\/20\/using-twitter-as-a-data-source-for-monitoring-password-dumps\/","url_meta":{"origin":2190,"position":4},"title":"Using Twitter as a Data Source For Monitoring Password Dumps","author":"hrbrmstr","date":"2014-02-20","format":false,"excerpt":"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,\u2026","rel":"","context":"In &quot;Data Analysis&quot;","block_context":{"text":"Data Analysis","link":"https:\/\/rud.is\/b\/category\/data-analysis-2\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2329,"url":"https:\/\/rud.is\/b\/2013\/03\/14\/%cf%80-awareness-datavis-vast-2013-moar-data-greader-machinations\/","url_meta":{"origin":2190,"position":5},"title":"\u03c0, Awareness, DataVis, VAST 2013, Moar data! &#038; GReader Machinations","author":"hrbrmstr","date":"2013-03-14","format":false,"excerpt":"Far too many interesting bits to spam on Twitter individually but each is worth getting the word out on: - It's [\u03c0 Day](https:\/\/www.google.com\/search?q=pi+day)* - Unless you're living in a hole, you probably know that [Google Reader is on a death march](http:\/\/www.bbc.co.uk\/news\/technology-21785378). I'm really liking self-hosting [Tiny Tiny RSS](https:\/\/www.google.com\/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&cad=rja&ved=0CDEQFjAA&url=https%3A%2F%2Fgithub.com%2Fgothfox%2FTiny-Tiny-RSS&ei=YtlBUfOLJvLe4AOHtoDIAQ&usg=AFQjCNGwtEr8slx-i0vNzhQi4b4evRVXFA&bvm=bv.43287494,d.dmg) so far,\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":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/2190","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=2190"}],"version-history":[{"count":0,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/posts\/2190\/revisions"}],"wp:attachment":[{"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/media?parent=2190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/categories?post=2190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rud.is\/b\/wp-json\/wp\/v2\/tags?post=2190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}