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	<title>OUseful.Info, the blog... &#187; Follower Networks and &#8220;List Intelligence&#8221; List Contexts for @JiscCetis</title>
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	<description>Trying to find useful things to do with emerging technologies in open education</description>
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		<title>OUseful.Info, the blog... &#187; Follower Networks and &#8220;List Intelligence&#8221; List Contexts for @JiscCetis</title>
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		<title>Follower Networks and &#8220;List Intelligence&#8221; List Contexts for @JiscCetis</title>
		<link>http://blog.ouseful.info/2011/06/18/follower-networks-and-list-intelligence-list-contexts-for-jisccetis/</link>
		<comments>http://blog.ouseful.info/2011/06/18/follower-networks-and-list-intelligence-list-contexts-for-jisccetis/#comments</comments>
		<pubDate>Sat, 18 Jun 2011 19:55:44 +0000</pubDate>
		<dc:creator>Tony Hirst</dc:creator>
				<category><![CDATA[Analytics]]></category>
		<category><![CDATA[SocialLearn]]></category>
		<category><![CDATA[Tinkering]]></category>
		<category><![CDATA[Visualisation]]></category>
		<category><![CDATA[gephi]]></category>
		<category><![CDATA[List Intelligence]]></category>
		<category><![CDATA[newt]]></category>
		<category><![CDATA[twitter lists]]></category>

		<guid isPermaLink="false">http://blog.ouseful.info/?p=5672</guid>
		<description><![CDATA[I&#8217;ve been tinkering with some of my &#8220;List Intelligence&#8221; code again, and thought it worth capturing some examples of the sort of network exploration recipes I&#8217;m messing around with at the moment. Let&#8217;s take @jiscCetis as an example; this account follows no-one, is followed by a few, hasnlt much of a tweet history and is [&#8230;]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=blog.ouseful.info&#038;blog=325417&#038;post=5672&#038;subd=ouseful&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>I&#8217;ve been tinkering with some of my &#8220;List Intelligence&#8221; code again, and thought it worth capturing some examples of the sort of network exploration recipes I&#8217;m messing around with at the moment.</p>
<p>Let&#8217;s take @jiscCetis as an example; this account follows no-one, is followed by a few, hasnlt much of a tweet history and is listed by a handful of others.</p>
<p><a href="http://twitter.com/jisccetis"><img src="http://ouseful.files.wordpress.com/2011/06/jisccetisstats.png?w=700" alt="" title="jisccetisStats"   class="alignnone size-full wp-image-5674" /></a></p>
<p>Here&#8217;s the follower network, based on how the followers of @jiscetis follow each other:</p>
<p><a href="http://www.flickr.com/photos/psychemedia/5844496909/" title="Friend connections between @Jisccetis followers by psychemedia, on Flickr"><img src="http://farm4.static.flickr.com/3268/5844496909_03f70b7828_z.jpg" width="640" height="333" alt="Friend connections between @Jisccetis followers"></a></p>
<p>There are three (maybe four) clusters there, plus all the folk who don&#8217;t follow any of the @jisccetis&#8217; followers&#8230;: do these follower clusters make any sort of sense I wonder? (How would we label them&#8230;?)</p>
<p>The next thing I thought to do was look at the people who were on the same lists as @jisccetis, and get an overview of the territory that @jisccetis inhabits by virtue of shared list membership.</p>
<p>Here&#8217;s a quick view over the folk on lists that @jisccetis is a member of. The nodes are users named on the lists that @jisccetis is named on, the edges are undirected and join indivduals who are on the same list.</p>
<p><a href="http://www.flickr.com/photos/psychemedia/5845175602/" title="Distribution of users named on lists that jisccetis is a member of by psychemedia, on Flickr"><img src="http://farm6.static.flickr.com/5315/5845175602_3e2ab355e9_z.jpg" width="640" height="320" alt="Distribution of users named on lists that jisccetis is a member of"></a></p>
<p>Plotting &#8220;co-membership&#8221; edges is hugely expensive in terms of upping the edge count that has to be rendered, but we can use a directed bipartite graph to render the same information (and arguably even more information); here, there are two sorts of nodes: lists, and the memvers of lists. Edges go from members to listnames (I should swap this direction really to make more sense of authority/hub metrics&#8230;?)</p>
<p><a href="http://www.flickr.com/photos/psychemedia/5844659573/" title="jisccetis co-list membership by psychemedia, on Flickr"><img src="http://farm6.static.flickr.com/5105/5844659573_8fd6e15821_z.jpg" width="640" height="349" alt="jisccetis co-list membership"></a></p>
<p>Another thing I thought I&#8217;d explore is the structure of the co-list membership community. That is, for all the people on the lists that @jisccetis is a member of, how do those users follow each other?</p>
<p><a href="http://www.flickr.com/photos/psychemedia/5845324744/" title="How folk on same lists as @jisccetis follow each other by psychemedia, on Flickr"><img src="http://farm6.static.flickr.com/5270/5845324744_6081e12f98_z.jpg" width="640" height="329" alt="How folk on same lists as @jisccetis follow each other"></a></p>
<p>It may be interesting to explore in a formal way the extent to which the community groups that appear to arise from the friending relationships are reflected (or not) by the make up of the lists?</p>
<p>It would probably also be worth trying to label the follower group &#8211; are there &#8220;meaningful&#8221; (to @jisccetis? to the @jisccetis community?) clusters in there? How would <em>you</em> label the different colour groupings? (Let me know in the comments&#8230;;-)</p>
<br />  <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/ouseful.wordpress.com/5672/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/ouseful.wordpress.com/5672/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=blog.ouseful.info&#038;blog=325417&#038;post=5672&#038;subd=ouseful&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<slash:comments>2</slash:comments>
	
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			<media:title type="html">Tony Hirst</media:title>
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		<media:content url="http://ouseful.files.wordpress.com/2011/06/jisccetisstats.png" medium="image">
			<media:title type="html">jisccetisStats</media:title>
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		<media:content url="http://farm4.static.flickr.com/3268/5844496909_03f70b7828_z.jpg" medium="image">
			<media:title type="html">Friend connections between @Jisccetis followers</media:title>
		</media:content>

		<media:content url="http://farm6.static.flickr.com/5315/5845175602_3e2ab355e9_z.jpg" medium="image">
			<media:title type="html">Distribution of users named on lists that jisccetis is a member of</media:title>
		</media:content>

		<media:content url="http://farm6.static.flickr.com/5105/5844659573_8fd6e15821_z.jpg" medium="image">
			<media:title type="html">jisccetis co-list membership</media:title>
		</media:content>

		<media:content url="http://farm6.static.flickr.com/5270/5845324744_6081e12f98_z.jpg" medium="image">
			<media:title type="html">How folk on same lists as @jisccetis follow each other</media:title>
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