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lecture 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the “Visualization Principles” Tutorial by J. Kennedy, C. Nielson, & M. Krzywinski VIZBI 2012

lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

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Page 1: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

lecture 07: Color

October 4, 2017

Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the “Visualization Principles” Tutorial by J. Kennedy, C. Nielson, & M. Krzywinski VIZBI 2012

Page 2: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

“Color used poorly is worse than no color at all”

- Edward Tufte

via Jordan Crouser

Page 3: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Some (all?) of the visual attributes we have to play with

Jacques Bertin, Semiology of Graphics. 1967

Page 4: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

via Jordan Crouser https://ed.ted.com/lessons/how-do-we-see-color-colm-kelleher#watch

https://ed.ted.com/lessons/how-do-we-see-color-colm-kelleher#watch
https://ed.ted.com/lessons/how-do-we-see-color-colm-kelleher#watch
Page 5: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Color spaces• A color space is mathematical model for describing

color. Some common spaces include RGB, HSB, HSL, CMYK

• RGB (red, green, blue) is the most commonly used

https://en.wikipedia.org/wiki/Color_space

RGB is additive, based on light

CMYK is subtractive, based on ink

https://en.wikipedia.org/wiki/Color_space
Page 6: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Hue

https://en.wikipedia.org/wiki/Hue

https://en.wikipedia.org/wiki/Hue
Page 7: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Saturation

https://en.wikipedia.org/wiki/Colorfulness#Saturation

https://en.wikipedia.org/wiki/Colorfulness#Saturation
Page 8: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Saturation

Work by Amelia McNamara in Dennis Puhalla’s University of Cincinnati course, Color Foundation.

Page 9: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

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Color study instructions, Dennis Puhalla

Page 10: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Lightness

https://en.wikipedia.org/wiki/Lightness

https://en.wikipedia.org/wiki/Lightness
Page 11: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Examples

https://en.wikipedia.org/wiki/HSL_and_HSV

Hue, Saturation, Lightness Hue, Saturation, Value

https://en.wikipedia.org/wiki/HSL_and_HSV
Page 12: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Cones

HSV cone HSL cone

https://en.wikipedia.org/wiki/HSL_and_HSV

https://en.wikipedia.org/wiki/HSL_and_HSV
Page 13: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Chromatic saturation study

Work by Amelia McNamara in Dennis Puhalla’s University of Cincinnati course, Color Foundation.

Page 14: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Achromatic saturation studies

Work by Amelia McNamara in Dennis Puhalla’s University of Cincinnati course, Color Foundation.

Page 15: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Color palettes

Page 16: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

http://colorbrewer2.org/

Page 17: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Colorbrewer scales

via Jordan Crouser

Page 18: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Example

via Jordan Crouser

Page 19: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Example

via Jordan Crouser

Page 20: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Example

via Jordan Crouser

Page 21: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Just noticeable difference

http://gramaz.io/d3-jnd/

Page 22: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

12 hues single layer

primary/secondary/tertiary layers

primary hues single layer

primary hues layer 1

secondary hues single layer

secondary hues layer 2

tertiary hues single layer

tertiary hues layer 3

12 Step Color Wheel Hue Sequence

Dennis M. Puhalla PhDProfessor of Design

Color Organization Principles ©

Color Harmony Structures ©

Color organization principles, Dennis Puhalla

Page 23: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Discussion: what types of color palettes should we use for categorical variables? What if they are ordinal? What about for numeric variables?

Page 24: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the
Page 25: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://color.adobe.com/create/color-wheel/

Page 26: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Colorblindness

Page 27: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Colorblindness

http://colorvisiontesting.com/online%20test.htm

http://colorvisiontesting.com/online%20test.htm
Page 28: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://twitter.com/pinakographos/status/864497069523959808

https://twitter.com/pinakographos/status/864497069523959808
Page 29: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Colorbrewer palettes can help here, too!

via Jordan Crouser, via M. Krzywinski

Page 30: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Color is contextual

Page 31: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

via Jordan Crouser

Page 32: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

via Jordan Crouser

Page 33: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://en.wikipedia.org/wiki/The_dress

https://en.wikipedia.org/wiki/The_dress
Page 34: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Which central square is darker?

via Jordan Crouser

Page 35: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Simultaneous contrast

Work by Amelia McNamara in Dennis Puhalla’s University of Cincinnati course, Color Foundation.

Page 36: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Differences are relative

via Jordan Crouser

Page 37: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Work by Amelia McNamara in Dennis Puhalla’s University of Cincinnati course, Color Foundation.

Optical color mix

Page 38: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Color is cultural

Page 39: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

Charles Osgood. “The Cross-Cultural Generality of Visual-Verbal Synesthetic Tendencies.” Behavioral Science; Baltimore, Md.5.2 (Apr 1, 1960): 146.

Page 40: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 41: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 42: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 43: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 44: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 45: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 46: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 47: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 48: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://visual.ly/community/infographic/other/psychology-color

https://visual.ly/community/infographic/other/psychology-color
Page 49: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

http://www.huffingtonpost.com/smartertravel/what-colors-mean-in-other_b_9078674.html

http://www.huffingtonpost.com/smartertravel/what-colors-mean-in-other_b_9078674.html
Page 50: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

http://muyueh.com/greenhoney/

http://muyueh.com/greenhoney/
Page 51: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

http://muyueh.com/greenhoney/

http://muyueh.com/greenhoney/
Page 52: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

http://muyueh.com/greenhoney/

http://muyueh.com/greenhoney/
Page 53: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://blog.xkcd.com/2010/05/03/color-survey-results/

Joke Real results

https://blog.xkcd.com/2010/05/03/color-survey-results/
Page 54: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://xkcd.com/color/rgb/

https://xkcd.com/color/rgb/
Page 55: lecture 07: Color 07: Color October 4, 2017 Portions of this slide deck adapted from Jordan Crouser of Smith College, which in turn was adapted from K. Herbert at U. Brussels and the

https://xkcd.com/1811/

https://xkcd.com/1811/

Adapted from Olentangy Liberty High School. Color & Hue: What's the difference between a Color and a Hue ? The word Color is a general term. It refers

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