{you're in the right place}

{are we on the same page?}

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?

{lunch break}

assessment

By Michael Freeman

assessment

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