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	<title>Lee Romero &#187; Visualization</title>
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	<link>http://blog.leeromero.org</link>
	<description>On Content, Collaboration and Findability</description>
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		<title>Visualizing Knowledge Flow in a Community</title>
		<link>http://blog.leeromero.org/2008/11/21/visualizing-knowledg-flow-in-a-community/</link>
		<comments>http://blog.leeromero.org/2008/11/21/visualizing-knowledg-flow-in-a-community/#comments</comments>
		<pubDate>Fri, 21 Nov 2008 14:51:14 +0000</pubDate>
		<dc:creator>Lee Romero</dc:creator>
				<category><![CDATA[Communities of Practice]]></category>
		<category><![CDATA[Metrics]]></category>
		<category><![CDATA[Visualization]]></category>

		<guid isPermaLink="false">http://blog.leeromero.org/?p=208</guid>
		<description><![CDATA[In my last post, I described some ideas about how to get a sense of knowledge flow within a community using some basic metrics data you can collect.  I thought it might be useful to provide a more active visualization of the data from a sample community.  As always, data has been obfuscated [...]]]></description>
			<content:encoded><![CDATA[<p>In my <a title="Measuring Knowledge Flow within a Community of Practice" href="http://blog.leeromero.org/2008/11/20/measuring-knowledge-flow-within-a-community-of-practice/">last post</a>, I described some ideas about how to get a sense of knowledge flow within a community using some basic metrics data you can collect.  I thought it might be useful to provide a more active visualization of the data from a sample community.  As always, data has been obfuscated a bit here but the underlying numbers are most accurate &#8211; I believe it provides a more compelling &#8220;story&#8221; of sorts to see data that at least approximates reality.</p>
<p>I knew that Google had provided its own <a title="Google Visualization API" href="http://code.google.com/apis/visualization/" target="_blank">visualization API</a> which provides quite a lot of ways to visualize data, including a &#8220;<a title="Motion Chart in Google Visualization API" href="http://code.google.com/apis/visualization/documentation/gallery/motionchart.html" target="_blank">Motion Chart</a>&#8221; &#8211; which I&#8217;d seen in action before and found a fascinating way to present data.  So I set about trying to determine a way to use that type of visualization with the metrics I&#8217;ve written about here.</p>
<p>The following is the outcome of a first cut at this (requires Flash):</p>
<p>
<div id="chart_div" style="width: 480px; height: 280px;"></div>
</p>
<p>This visualization<strong> shows each of the lists associated with a particular community as a circle</strong> (if you hover over a circle, you&#8217;ll see a pop-up showing that list&#8217;s name &#8211; you can click on it to have that persist and play with the &#8220;Trails&#8221; option as well to see the path persist).</p>
<p>The default options should have &#8220;Cumulative Usage&#8221; on the Y axis, Members on the X axis, &#8220;Active Members&#8221; as the color and &#8220;Usage&#8221; as the size.  </p>
<p>An <strong>interpretation of what you&#8217;re seeing</strong> &#8211; once you push play, lists will move up the Y axis as their total &#8220;knowledge flow&#8221; grows over time.  They&#8217;ll move right and left as their membership grows / shrinks.  The size of a circle reflects the &#8220;flow&#8221; at that time &#8211; so a large circle also means the circle will move up the Y axis.  </p>
<p>It&#8217;s interesting to see how a list&#8217;s impact changes over time &#8211; if you watch the list titled &#8220;List 9&#8243; (which appears about Sept 05 in the playback), you&#8217;ll see it has an initial surge and then its impact just sort of pulsates over the next few years.  Its final position is higher up than &#8220;List 7&#8243; (which is present since the start) but you can see that List 7 does see some impact later in the playback.</p>
<p>You can also modify which values show in which part of this visualization &#8211; if you try some other options and can produce something more insightful, please let me know!</p>
<p>I may spend some time looking at the other visualization tools available in the Google Visualization API and see if they might provide value in visualization other types of metrics we&#8217;ve gathered over time.  If I find something interesting, I&#8217;ll post back here.</p>
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