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Visualization tasks
Signal detection
Magnitude estimation
{signal detection}
Signal detection
Encode quantitative variables with most perceptible properties
{magnitude estimation}
Magnitude estimation
Less abstract example
Gates Foundation Educational Grants
An alternative?
Magnitude estimation
Follow same principles
Which magnitudes?
Prioritize magnitude of interest
User-centered design
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Really?