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	<title>OUseful.Info, the blog... &#187; #CAST12 DataViz Sandbox &#8211; Resources</title>
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		<title>#CAST12 DataViz Sandbox &#8211; Resources</title>
		<link>http://blog.ouseful.info/2012/12/12/cast12-dataviz-sandbox-resources/</link>
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		<pubDate>Wed, 12 Dec 2012 10:45:36 +0000</pubDate>
		<dc:creator>Tony Hirst</dc:creator>
				<category><![CDATA[Anything you want]]></category>
		<category><![CDATA[cast12]]></category>

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		<description><![CDATA[I had a trip up to London yesterday to give the second of two talks on data visualisation to the #cast12 Masters students at Goldsmiths University. As promised to them, here&#8217;s a list of resources they might find useful..: 1) Storytelling with data &#8211; Hans Rosling demoing Gapminder (using a visualisation technique now often referred [&#8230;]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=blog.ouseful.info&#038;blog=325417&#038;post=9335&#038;subd=ouseful&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>I had a trip up to London yesterday to give the second of two talks on data visualisation to the <a />#cast12</a> Masters students at Goldsmiths University. As promised to them, here&#8217;s a list of resources they might find useful..:</p>
<p>1) <strong>Storytelling with data</strong> &#8211; <a href="http://www.youtube.com/watch?v=hVimVzgtD6w"><em>Hans Rosling demoing Gapminder</em></a> (using a visualisation technique now often referred to as a <a href="https://developers.google.com/chart/interactive/docs/gallery/motionchart">motion chart</a>; see the orginal here: <a href="http://www.gapminder.org/">Gapminder</a>). </p>
<span class='embed-youtube' style='text-align:center; display: block;'><iframe class='youtube-player' type='text/html' width='700' height='424' src='http://www.youtube.com/embed/hVimVzgtD6w?version=3&#038;rel=1&#038;fs=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;wmode=transparent' frameborder='0'></iframe></span>
<p>(See also the BBC4 programme fronted by <a href="http://www.open.edu/openlearn/whats-on/the-joy-stats">Hans Rosling, &#8220;The Joy of Stats&#8221;</a>).</p>
<p>How line graphs can narrate a story &#8211; <a href="http://www.youtube.com/watch?v=oP3c1h8v2ZQ">Kurt Vonnegut on the Shape of Stories</a></p>
<span class='embed-youtube' style='text-align:center; display: block;'><iframe class='youtube-player' type='text/html' width='700' height='424' src='http://www.youtube.com/embed/oP3c1h8v2ZQ?version=3&#038;rel=1&#038;fs=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;wmode=transparent' frameborder='0'></iframe></span>
<p>The <a href="http://chartsnthings.tumblr.com/">Charts&#8217;n'things blog</a>, which describes some of the design process that goes on in coming up with some of the great visualisations produced by the New York Times.</p>
<p>2) <strong>Google Refine</strong></p>
<p><s>Google Refine</s><a href="https://github.com/OpenRefine/OpenRefine/wiki">OpenRefine</a> is one of those tools that can make one of the more painful parts of producing visualisations &#8211; getting data into a state where you can actually use it &#8211; much more manageable. Here are some example use cases:</p>
<ul>
<li><a href="http://blog.ouseful.info/2012/10/02/grabbing-twitter-search-results-into-google-refine-and-exporting-conversations-into-gephi/">Grabbing Twitter Search Results into Google Refine And Exporting Conversations into Gephi</a></li>
<li><a href="http://blog.ouseful.info/2012/07/30/data-shaping-in-google-refine-generating-new-rows-from-multiple-values-in-a-single-column/">Data Shaping in Google Refine – Generating New Rows from Multiple Values in a Single Column</a></li>
<li><a href="http://blog.ouseful.info/2012/11/06/chit-chat-with-new-datasets-facets-in-open-was-google-refine/">Chit Chat with New Datasets – Facets in OpenRefine (Was /Google Refine/)</a></li>
</ul>
<p>3) <strong>API datagrabs and screenscraping</strong>. Here are some handy resources:</p>
<ul>
<li><a href="https://scraperwiki.com/">Scraperwiki</a> &#8211; a hosted environment for writing scrapers in Python, Ruby or PHP and storing the scraped data in an API accessible SQLLite database. There are several examples of Twitter scrapers on there&#8230;</li>
<li><a href="http://blog.ouseful.info/2012/10/02/grabbing-twitter-search-results-into-google-refine-and-exporting-conversations-into-gephi/">Grabbing Twitter Search Results into Google Refine And Exporting Conversations into Gephi</a></li>
<li><a href="http://blog.ouseful.info/2012/03/25/looking-up-images-trademarked-by-companies-via-opencorporates-and-google-refine/">Looking up Images Trademarked By Companies Using OpenCorporates and Google Refine</a></li>
<li><a href="http://blog.ouseful.info/2008/10/14/data-scraping-wikipedia-with-google-spreadsheets/">Data Scraping Wikipedia with Google Spreadsheets</a></li>
</ul>
<p>4) <strong>Gephi tutorials</strong>:</p>
<ul>
<li><a href="http://blog.ouseful.info/2012/11/09/drug-deal-network-analysis-with-gephi-tutorial/">“Drug Deal” Network Analysis with Gephi (Tutorial)</a></li>
<li><a href="http://blog.ouseful.info/2011/07/07/visualising-twitter-friend-connections-using-gephi-an-example-using-wireduk-friends-network/">Visualising Twitter Friend Connections Using Gephi: An Example Using the @WiredUK Friends Network</a></li>
<li><a href="http://blog.ouseful.info/2010/04/16/getting-started-with-gephi-network-visualisation-app-my-facebook-network-part-i/">Getting Started With The Gephi Network Visualisation App – My Facebook Network, Part I</a></li>
<li><a href="http://blog.ouseful.info/2012/12/05/emergent-social-interest-mapping-red-bull-racing-facebook-group/">Emergent Social Interest Mapping – Red Bull Racing Facebook Group</a> (<a href="https://gist.github.com/4257646">updated script as demoed here</a>).</li>
<li><a href="http://blog.ouseful.info/2012/01/04/social-interest-positioning-visualising-facebook-friends-likes/">Social Interest Positioning – Visualising Facebook Friends’ Likes With Data Grabbed Using Google Refine</a></li>
<li><a href="http://blog.ouseful.info/2011/04/16/visualising-f1-timing-sheet-data/">Visualising F1 Timing Sheet Data</a> (aka using Gephi to generate bubble charts or x=y scatterplots).</li>
<li>You can load simple CSV files into Gephi using the File-Open route, but the importer can be a bit flakey. A more robust route is via the Data Explorer tab &#8211; <a href="http://wiki.gephi.org/index.php/Import_CSV_Data">Gephi: Import CSV Data</a> (h/t @sapitoenred for sharing the link). In the past there has be an issue with the Import CSV button not working in the Data Explorer &#8211; if you &#8220;Create New Project&#8221; it should be enabled.</li>
</ul>
<p>5) <strong>General.</strong><br />
(Social) network analysis &#8211; a theoretical overview: <a href="http://www.slideshare.net/gcheliotis/social-network-analysis-3273045">Social Network Analysis &#8211; G. Cheliotis</a>.</p>
<iframe src='http://www.slideshare.net/slideshow/embed_code/3273045' width='700' height='574'></iframe>
<p>There are a few extras in there, but anything I missed?</p>
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