Teresa Larsen, Founder & Director, ScientificLiteracy.org at MLconf ATL 2016

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Transcript of Teresa Larsen, Founder & Director, ScientificLiteracy.org at MLconf ATL 2016

Best Practices in Data VisualizationPresent Information Clearly, Accurately, and Attractively

Teresa Larsen, Ph.D.

data visualization 305/01/2023

obtain data

determine message

clean up data

makes sense?

Display data

Design/revise display

Publish Data Visualization

No Almost

Yes

data visualization 4

obtain data

determine message

clean up data

makes sense?

Display data

Design/revise display

Publish Data Visualization

Yes

AlmostNovisual literacy

Best Practices

• Stay true to the data• Communicate by design • Customize your colors• Plot dimensions

= data dimensions

Stay true to the data

“There are three kinds of lies: lies, damned lies, and statistics.”

“…lies, damned lies, statistics, and computer graphics.”

Communicate by design

Customize your colors

Examples from Nature

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Yosemite

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data visualization 25

Redwoods

05/01/2023

data visualization 26

Tropical Isle

05/01/2023

data visualization 27

Alpine Church

05/01/2023

data visualization 28

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White Composites

05/01/2023

data visualization 30

Yellow Composites

05/01/2023

data visualization 31

Wildflowers

05/01/2023

data visualization 32

Wood Duck Pair

05/01/2023

data visualization 33

data visualization 34

Black Widow with Egg Sac

05/01/2023

data visualization 35

Stop Sign

05/01/2023

Yellow Jacket

Coral Snake

Abutment

Radioactive

Examples from Art

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Rembrandt Self Portrait

05/01/2023

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Rembrandt’s Helmet

05/01/2023

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Birth of Venus by Botticelli

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data visualization 45

AngerDeath

Plot dimensions = data dimensions

Best Practices

• Stay true to the data• Communicate by design • Customize your colors• Plot dimensions

= data dimensions

Teresa LarsenTlarsenPhD.com

@tlarsenphd