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Data Visualization Group in Bay Area
Meetup - April 2011




Mathieu Bastian, Data Scientist
Introduction
• Visualization of your LinkedIn Network
• A map of my career, leverage communities
• Big data, process 100M+ unique networks
Introduction
• Visualization of your LinkedIn Network
• A map of my career, leverage communities
• Big data, process 100M+ unique networks
• We need a Data Science Team

                                   ...
Interactive Visualization



      Demo
inmaps.linkedinlabs.com
Manifesto
• Visually attractive
• Relevant
• Interactive
Manifesto
• Visually attractive
• Relevant
• Interactive
  ... And compatible with IE7+ and iPad
1. Data processing

• Pre compute what’s possible on Hadoop
• Force Directed layout on millions graphs
• Data stored on Voldemort
• Stack in Ruby, Java, LinkedIn APIs
2.Visualization

• Large networks, 10 000+ bezier curves
• We tried SVG, Canvas and more...
• We took the Google Maps approach
• Use images and add interactivity layer
• Seadragon + RaphaelJS
Seadragon



• Tiles (256px)
• Zoom & Pan
• IE6+
RaphaelJS


• Interactive
• SVG & VML
• IE6+
Map Design
• Layout and distances
Map Design
• Curved edges and density
Map Design
• Text readability and positioning
                         •   Font between 10 and 14px

                         •   4 px outline, 80% alpha

                         •   2px vertical shift

                         •   Avoid overlap
Q&A


http://inmaps.linkedinlabs.com

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