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SAN FRANCISCO | 10.22.2014 
Dynamic Graphs 
Joe Parry 
powered by
Outline 
• End-Users need to see graphs 
• Most graphs are dynamic in two senses: 
– the end-user needs to search and explore the 
graph interactively 
– the graph itself changes over time 
• An impressive graph application 
– can engage and excite your end-users 
– can get corporate buy-in to the graph approach
KeyLines 
KeyLines is a commercial SDK for 
building fully customized graph 
visualization applications for 
end-users 
• Runs in any browser 
• Works on any device 
• Powerful functionality 
• A fast developer experience 
• Simple deployment 
• Easy maintenance
Botnet Traffic 
KeyLines
Twitter Networks
Email Traffic
Healthcare Claims
Graphs are dynamic 
• Almost all graph data has time stamps 
• The graph changes over time
What can happen to a graph over time? 
• Node addition 
• Node removal 
• Link addition 
• Link removal 
• Activity increase/decrease on nodes/links 
(flow) 
• Structural changes 
– community formation 
– dissolution of communities
Previous Technique: Small Multiples
Previous Technique: 3D Slices
Our Approach
Summary 
• End-Users need to see graphs 
• Most graphs are dynamic 
• Great visualizations can engage and excite
Cambridge Intelligence 
• Founded in 2011 
• Offices in Cambridge UK & Boston USA 
• We help organizations understand connected data 
– KeyLines – our award-winning graph visualization SDK 
– Niche developer services 
– Expert know-how
Thanks! 
info@cambridge-intelligence.com 
@CambridgeIntel Cambridge-Intelligence.com

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