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#BigD16
@rtkrum
September 9, 2016
What is Good
DataViz Design?
Randy Krum
President, InfoNewt
CONTINUING AND
PROFESSIONAL EDUCATION
DFW
DataViz &
Infographics
5 Things About Me
coolinfographics.com/BigD16
Links available at
Good DataViz Design
Image by Will Lion, 2008
Drowning in Data!
NOT Data Visualization!
What is DataVisualization?
AVisual Representation of Data
Info Art
cristian-vasile.fineartamerica.com
Visualization of
data for purely
aesthetic reasons
Infographics Tell
Stories Combining
Text
Illustrations
DataVisualizations
Layout
Goals of DataVisualization
Discovery Communication
Visualizing data compares
multiple values and puts
the information into
CONTEXT
There are approximately
3,079,339,857global Internet users
InternetWorldStats.com
December 31, 2014
Big fonts are NOT data visualizations!
Data shown
as text-only
provides
no context!
thesocialmediahat.com/active-users
CreativeMornings
Overview
Brochure
Global Internet Users
2014
3,079,339,857
It’s tough to visualize a
number by itself
There are approximately
3,079,339,857
global Internet users
InternetWorldStats.com
December 31, 2014
Approximately
7,264,623,793
total people on Earth
US Census Bureau (USCB)
December 2014
There are approximately
3,079,339,857
global Internet users
InternetWorldStats.com
December 31, 2014
Approximately
320,087,963
total people in the U.S.
US Census Bureau (USCB)
December 2014
The Big Three
Good DataViz Design
Hundreds of Ways toVisualize Data
DataViz Design Toolbox
Data Visualization
TOOLBOX
The Graphic Continuum
Back
Front
bit.ly/1AU1hb8
datavizcatalogue.com
The Data
Visualization
Catalogue
Severino Ribecca
20 Ways To
Visualize
Percentages
DataViz Design with Objects
The Noun Project
thenounproject.com
Grid of 100 Squares
Grid of 100 Squares
65%10
10
Portions of a Whole
70%
Direct to Programs
30%
Administration
Wordle.net
chartle.net
gliffy.com
IBM Watson Analytics
Chart.js
Interactive HTML5 Charts
Highcharts/HighMaps JS
highcharts.com
D3.js
Real World DataViz
DataViz in the Real World
Zooming Interface
HistoryShots.com
Zooming Interface
HistoryShots.com
Pop-Up Information
Animated - Wind Maps
hint.fm/wind/
August 29, 2012 - Hurricane Isaac
FernandaViégas, Google DataVisualization Group
Interactive Hover/Click for more information
Coolinfographics.com/Tools
Good DataViz Design
“Of all methods for analyzing and
communicating statistical information,
well-designed data graphics are
usually the simplest and at the same
time the most powerful.”
Edward Tufte, 2001
One-Day Course
Dallas
October 14
University of Rochester, 2004
80% of the brain is dedicated to
visual processing
The human brain is a pattern recognition machine
Picture Superiority Effect
European Journal of Cognitive Psychology 18(6), 2006
10% 65%
Text or Audio Only Text + Picture
Memory retention after 3 days
Good DataViz are…
Understandable
Faster
Memorable Actionable
Scale of Perception
Elementary Perceptual Tasks
William S. Cleveland and Robert McGill
Statisticians working for AT&T Bell Labs
Alberto Cairo, TheFunctionalArt.com
0
5
10
15
20
Apr May Jun Jul Aug Sep
How
Specific?
Good DataViz Design
BAD
Complexity
BAD
Simplify
Simplify
Simplify
Colors
Text
Data
Lines
Distractions
Reduce…
Generally Avoid Full Color Photos
Too MuchVisual Noise
Simple
Color
Palettes
Vs.
Combining Photos & Data
Inaccuracy
BAD
viz.wtf
FalseVisualizations
Calculate Area for Shapes
1X
9X
1X
3X
Area = 0.79in2
Diameter = 1in
Area = 0.785in2
Diameter = 1in
Area = 7.07in2
Diameter = 3in
Area = 2.355in2
Diameter = 1.73in
WRONG
CORRECT
FalseVisualizations
January 6, 2016
FalseVisualizations
January 6, 2016
Visualizing Circles
X1 = $36.00
D1 = 0.36in
X2 = $144.00
D2 = ?
D2 = D1 * Sqrt (X2 / X1)
?0.36
20th Century Death
Visualizing
Circles
Bar Charts
Visualize Area
By Changing
Length
Math
Area = Length x Width
4.0 in2 = 2.0” x 2.0”
12.0 in2 = 6.0” x 2.0”
12.0 in2 / 4.0 in2 = 3
Different Widths
BAD
3D
BAD
Good 3D?
Good 3D?
Non Zero Baseline?
BAD
0%
Median Household Income
$49,000
$51,000
$53,000
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 $0
$26,500
$53,000
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010
Scaling Pictograms?
BAD
1
2
3
1
2
3
Preattentive Attributes
Preattentive Attributes
Visual aspects your brain can process easily in a fraction of a second
Form Color PositionSize
Count the 4’s
1 9 543 1 5 2 6 5 3 8 9 7 9 3
3 2 882 4 6 6 4 3 3 3 2 7 9 5
2 1 980 8 4 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7 4 4 4 5 9 2
0 6 873 8 1 4 0 6 2 6 2 0 8 9
Use Size
1 9 5
43 1 5 2 6 5 3 8 9 7 9 3
3 2 882
46 6
43 3 3 2 7 9 5
2 1 980 8
4 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7
4 445 9 2
0 6 873 8 1
40 6 2 6 2 0 8 9
Use Opacity
1 9 543 1 5 2 6 5 3 8 9 7 9 3
3 2 882 4 6 6 4 3 3 3 2 7 9 5
2 1 980 8 4 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7 4 4 4 5 9 2
0 6 873 8 1 4 0 6 2 6 2 0 8 9
Use Color
1 9 543 1 5 2 6 5 3 8 9 7 9 3
3 2 882 4 6 6 4 3 3 3 2 7 9 5
2 1 980 8 4 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7 4 4 4 5 9 2
0 6 873 8 1 4 0 6 2 6 2 0 8 9
4
4 4
4
4 4 4
4
Use Callouts
1 9 543 1 5 2 6 5 3 8 9 7 9 3
3 2 882 4 6 6 4 3 3 3 2 7 9 5
2 1 980 8 4 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7 4 4 4 5 9 2
0 6 873 8 1 4 0 6 2 6 2 0 8 9
Combinations!
4
4 4
4
4 4 4
4
1 9 53 1 5 2 6 5 3 8 9 7 9 3
3 2 882 6 6 3 3 3 2 7 9 5
2 1 980 8 9 7 1 6 3 9 9 3 7
1 2 905 5 8 0 9 7 5 9 2
0 6 873 8 1 0 6 2 6 2 0 8 9
4
4 4
4
4 4 4
4
Better Design
0"
10"
20"
30"
40"
50"
60"
1975" 2007"
Melanoma(incidence(rates(per(100,000(people(
Australia(has(the(HIGHEST(rates(of(Melanoma((Skin(Cancer)(
USA"
AUS"
UK"
Discovery
Attribute 4
Attribute 3
Attribute 1
Attribute 5
Attribute 6
Attribute 10
Attribute 8
Attribute 2
Attribute 7
Attribute 9
Communication - Highlight the Insight
Attribute 4
Attribute 3
Attribute 1
Attribute 5
Attribute 6
Attribute 10
Attribute 8
Attribute 2
Attribute 7
Attribute 9
Discovery
Segment 1 Segment 2 Segment 3 Segment 4 Segment 5
Innovativeness
Loyalty
Price Prestige
Low HighAverage
Opinion Leadership
Opinion Seeking
Communication
Segment 1 Segment 2 Segment 3 Segment 4 Segment 5
Innovativeness
Loyalty
Price Prestige
Low HighAverage
Opinion Leadership
Opinion Seeking
1
1
1
1
234
2
2
2
2
3
3
3
31
4
4
4
4
5
5
5
5
5
GAP Charts
Preattentive Attributes
Good DataViz Design
Good DataViz Design
Good DataViz Design
coolinfographics.com/book
Download a Free Chapter!
facebook.com/coolinfographic
bit.ly/coolinfogroup
DFW
DataViz &
Infographics
DFW DataVisualization & Infographics
#DFWDataVizbit.ly/DFWDataViz
DataVisualization & Dashboard
Design Course
Nov 2 - Dec 14, 2016
Discount Code ($50 off) = MUDV216
bit.ly/SMUDataViz CONTINUING AND
PROFESSIONAL EDUCATION
Contact
infonewt.com
@rtkrum
coolinfographics.com
randy@infonewt.com

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