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Graph Visualisation
Unpicking the Hairball
Joe Parry
What does data look like?
Data is invisible
To be seen, data must be
encoded
How?
Visual encoding by data type
Quantitative
Quantitative

Ordinal
Ordinal

Nominal
Nominal

Position

Position

Density

Hue

Angle

Saturation

Density

Slope

Hue

Saturation

Area

Length

Shape

Density

Angle

Length

Saturation

Slope

Angle

Hue
Less Accurate

Position
Length

More Accurate

Area

Slope

Shape

Shape

Area
Graph Encoding
Edge
Vertex

Vertex
Edge

Vertex
Vertex
The Hairball!
Matrix
Edge bundling
Hive plots

Hive Plots
..but the most intuitive is still..
Edge
Vertex

Vertex
Common Graph Visualization Mistakes
• 3D
– Occlusion problems
– Difficult to navigate
– Hard to print

• Bad Colour Choice
– Red/Green
– Rainbow

• No Labels
– What is this vertex anyway?!

• No Legend
– What are these categories?
Common Graph Visualization Mistakes
• No Tooltip
– Need more information on hover

• No emphasis of important nodes
• Black backgrounds
– (Only appropriate for users in the dark)

• Bad navigation
– Should use all of
mouse, touch, gestures

• No Interaction!
– Users need to interact with /
manipulate the data
Demos!
Weapons against the hairball
1. Start with the Question
2. Meaningful Visual Encoding
3. Interaction
4. Visual Filters
5. Aggregation
6. Use a great tool ;-)
All demos made with

To see the demos that were shown during this
presentation, get in touch:

keylines.com/contact

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