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	<title>Writing Code to Visualize Networks - Revision history</title>
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		<id>https://devsummit.aspirationtech.org/index.php?title=Writing_Code_to_Visualize_Networks&amp;diff=473&amp;oldid=prev</id>
		<title>Vivian: 1 revision imported</title>
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		<updated>2015-05-05T18:25:08Z</updated>

		<summary type="html">&lt;p&gt;1 revision imported&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== How to visualize relational data - a (great) talk by Skye Bender-deMoll ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
'''Social graphs'''&lt;br /&gt;
-- nodes and edges&lt;br /&gt;
-- store the relationships between them&lt;br /&gt;
&lt;br /&gt;
Explosion of tools for visualizing social graphs.&lt;br /&gt;
&lt;br /&gt;
Can extract non-obvious information from looking at how people connect.&lt;br /&gt;
-- Example, can figure out how people cluster into groups, social structures&lt;br /&gt;
-- See how your base is connected and clustered and segmented&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Great examples: ===&lt;br /&gt;
'''&lt;br /&gt;
Touchgraph.net - TouchGraph photos'''&lt;br /&gt;
&lt;br /&gt;
'''Sawmill strike example'''&lt;br /&gt;
-- Figured out who were the nodes -- who you need to talk to convince the others.&lt;br /&gt;
-- but really easy to distort the data -- we don't have good visual literacy around data visualization&lt;br /&gt;
&lt;br /&gt;
'''Revealing Economic Terrorists: a Slumlord Conspiracy'''&lt;br /&gt;
http://www.orgnet.com/slumlords.html &lt;br /&gt;
&lt;br /&gt;
[Another time, talk about data cleaning tools, data normalization tools]&lt;br /&gt;
&lt;br /&gt;
You can pull link organizational data out of Facebook via API.&lt;br /&gt;
&lt;br /&gt;
Otherwise collecting data is very hard and expensive&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Skye walked us through the current state of tools, referencing http://skyeome.net/projects/networkChart/comparison.html&lt;br /&gt;
&lt;br /&gt;
Then he showed examples of data visualization used to tell stories.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Good examples ===&lt;br /&gt;
&lt;br /&gt;
Prop 23 dirty oil - http://prop23.dirtyenergymoney.com/&lt;br /&gt;
&lt;br /&gt;
Conservative foundations&lt;br /&gt;
styrotopia.net/~unfluence/rightwing or &lt;br /&gt;
http://angelsoftheright.net/&lt;br /&gt;
&lt;br /&gt;
Then Skye discussed an open source project he has just started for embedding interactive network diagrams on a web page.&lt;br /&gt;
nodeviz on code.google.com/p/nodeviz&lt;br /&gt;
&lt;br /&gt;
Then we had a good discussion on Data Visualization.&lt;br /&gt;
At the end of the day, still requires humans to make sense of the data, figure out what attributes mean, which are most important.&lt;br /&gt;
Sometimes you want to tell the story, sometimes you want to just let people explore the data in a guided way, sometime you want to tell a story and allow people to verify the data underneath the story.&lt;br /&gt;
Data visualization vs. data exploration vs guided tour of the data&lt;br /&gt;
-- and being able to show the data.&lt;/div&gt;</summary>
		<author><name>Vivian</name></author>
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