SlideShare ist ein Scribd-Unternehmen logo
1 von 113
Ryan Coleman FITC Toronto April 27, 2009 Exciting Data: Designing for Visual Efficiency
INTRODUCTION
AGENDA WHAT’S YOUR STORY HOW WE SEE DESIGNING FOR VISUAL EFFICIENCY SUMMARY
Community Evangelist for VizThink
Freelance Facilitator
WHAT’S YOUR STORY?
- Nancy Duarte Slide:ology Data slides are not really about the data. They are about the  meaning   of the data.
What are you trying to say ?
What is your viewer looking for ?
Why are you saying it ?
What do you want them to do ?
Use Cases: Not just for Software ? ! What? Why? Do?
You don’t have to use the data just because it’s there *
U.S. Pet Ownership — 2007 Source: American Veterinary Medical Association Dogs  Cats  Birds  Horses Percent of households owning  37.20% 32.40% 3.90% 1.80% Number of households owning  43,021,000 37,460,000 4,453,000 2,087,000 Average number owned per household  1.7 2.2 2.5 3.5 Total number in United States  72,114,000 81,721,000 11,199,000 7,295,000 Veterinary visits per household per year (mean)  2.6 1.7 0.3 2.2 Veterinary expenditure per household per year (mean)  $356  $190  $25  $360  Veterinary expenditure per animal (mean)  $200  $81  $9  $92
U.S. Pet Ownership — 2007 Source: American Veterinary Medical Association Dogs  Cats  Birds  Horses Percent of households owning  37.20% 32.40% 3.90% 1.80% Number of households owning  43,021,000 37,460,000 4,453,000 2,087,000 Average number owned per household  1.7 2.2 2.5 3.5 Total number in United States  72,114,000 81,721,000 11,199,000 7,295,000 Veterinary visits per household per year (mean)  2.6 1.7 0.3 2.2 Veterinary expenditure per household per year (mean)  $356  $190  $25  $360  Veterinary expenditure per animal (mean)  $200  $81  $9  $92
U.S. Pet Ownership (2007) % of Houses Owning Dogs  Cats  Birds  Horses Percent of households owning  37.20% 32.40% 3.90% 1.80% Number of households owning  43,021,000 37,460,000 4,453,000 2,087,000 Average number owned per household  1.7 2.2 2.5 3.5 Total number in United States  72,114,000 81,721,000 11,199,000 7,295,000 Veterinary visits per household per year (mean)  2.6 1.7 0.3 2.2 Veterinary expenditure per household per year (mean)  $356  $190  $25  $360  Veterinary expenditure per animal (mean)  $200  $81  $9  $92
U.S. Pet Ownership — 2007 % of Houses Owning
U.S. Pet Ownership — 2007 % of Houses Owning
% of U.S. Houses With Dogs — 2007
37% of American Homes have a Dog Photo: Digital_image_fan (Flickr)
You don’t have to use the data just because it’s there * * But you do have to be ethical.
99%  of users reported no serious side effects  Photo: Shoothead (Flickr)
% Experienced Serious Side Effects 1 Moderate Side Effects 90 Mild Side Effects 8 No Side Effects 1
Know your story before starting to design
How We See
Approximate size of what’s in focus at any given time. Let’s Try Something
Represents Approx. 5% of our visual field… …  but uses HALF of our visual processing power.
incurable_hippie (flickr)
We can’t see everything Photo: VictoriaPeckham (Flickr)
Instead, we see through a series of  visual queries
 
 
Attention Discovery WHAT WHERE
Problem Solving Eye Movements Pattern Testing Based on illustration by Colin Ware,  Visual Thinking for Design
Answering the  WHAT   (Understanding What We See)
- Features Discovery - Patterns - Objects
Neurons are tuned for specific features
We don’t focus on everything Photo: VictoriaPeckham (Flickr)
Photo: Woodlywonderworks (Flickr)
Photo: Bucklava (Flickr)
 
 
 
= “Face”
Scott McCloud Understanding Comics
Photo: Gaetan Lee, Clip_Works, BaylorBear78, Chidorian,  (Flickr)
Source: http://www.opticalillusion.net/
 
Patterns are learned over time
Aoccdrnig to rscheearch at Cmabrigde uinervtisy, it deosn't mttaer waht oredr the ltteers in a wrod are, the olny iprmoetnt tihng is taht the frist and lsat ltteres are at the rghit pclae. The rset can be a tatol mses and you can sitll raed it wouthit a porbelm. Tihs is bcuseae we do not raed ervey lteter by it slef but the wrod as a wlohe.
Other Learned Patterns
Complex patterns will vary based on the viewer’s experience
Over time, higher level patterns are combined
Proxies are created
Photo: thetruthabout, wootang01, dno1967, sylvar  (Flickr)
Watch carefully…
 
 
 
?
What station was it?
What colour was the canopy?
What kind of trees?
 
We’re capable of rapidly accessing complex patterns…
…  but to comprehend them we need to process them deeper.
Features Pattern Processing Objects
Photo: Bucklava (Flickr)
Visual Working Memory
Designing for Visual Efficiency
... the goal of information design must be to design displays so that visual queries are processed both rapidly and correctly for every important cognitive task the display is intended to support. Colin Ware Visual Thinking for Design
Answering the  WHERE   (Understanding how we search visually)
Based on illustration by Colin Ware,  Visual Thinking for Design Pattern Testing Eye Movement Move and Scan
Visual Efficiency  =   Reducing Visual Searches
Cognitive Effort vs.  “ At-a-glance”
Where’s Waldo Example (Cognitively Difficult)
 
Make Your Graphics  Pop
4 Pop-out Channels Colour Proximity Motion Shape
Colour HUE LIGHTNESS
Photo: Woodlywonderworks (Flickr)
Photo: Pink Sherbet Photography (Flickr)
 
 
Luminance Contrast ABCDEFGHIJKLMNOPQRSTUVWXYZ ABCDEFGHIJKLMNOPQRSTUVWXYZ ABCDEFGHIJKLMNOPQRSTUVWXYZ ABCDEFGHIJKLMNOPQRSTUVWXYZ ABCDEFGHIJKLMNOPQRSTUVWXYZ ABCDEFGHIJKLMNOPQRSTUVWXYZ
Ensure highest contrast goes to the  emphasized elements .
Ensure highest contrast goes to the  emphasized elements .
Use the strongest hues for the most frequently used elements
Image: Wikipedia Commons
Image: Wikipedia Commons
Shape SIZE ORIENTATION DISTORTION
Proximity SPATIAL GROUPING
SPATIAL GROUPING Proximity
SPATIAL GROUPING Proximity
Motion
Subtlety is not effective.
Avoid visual conjunctions
 
That said… Channels can be layered
 
Be aware of  visual interference
Word Word Word Word Word Word Word Word Word Image: Pink Sherbet Photography (Flickr)
Avoid  Multi-Chunk Queries
 
 
Visual Search can be primed / tuned
 
Don’t trust  YOUR eyes.
In Summary
Plan Your Narrative
Consider Your User’s Visual Queries
Design to satisfy those queries as efficiently as possible
Thanks! Web  |  http://ryancoleman.ca Email  |  [email_address] VizThink  |  http://vizthink.com I’ll make the deck, as well as links to suggested follow-up reading available at: http://ryancoleman.ca/fitc09 Twitter  |  @ryancoleman

Weitere ähnliche Inhalte

Ähnlich wie Designing for Visual Efficiency (FITC09)

Visuals to Make Your Ideas Take Off
Visuals to Make Your Ideas Take OffVisuals to Make Your Ideas Take Off
Visuals to Make Your Ideas Take OffMattVassar1
 
Pin On Reluctant Homeschool Writers
Pin On Reluctant Homeschool WritersPin On Reluctant Homeschool Writers
Pin On Reluctant Homeschool WritersTonia Wallace
 
Replication in Data Science
Replication in Data ScienceReplication in Data Science
Replication in Data ScienceJune Andrews
 
Writing A Thesis Statement For Resea
Writing A Thesis Statement For ReseaWriting A Thesis Statement For Resea
Writing A Thesis Statement For ReseaJennifer Strong
 
How To Write A Peer Recommendation Let. Online assignment writing service.
How To Write A Peer Recommendation Let. Online assignment writing service.How To Write A Peer Recommendation Let. Online assignment writing service.
How To Write A Peer Recommendation Let. Online assignment writing service.Luicina Davis
 
Think Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsThink Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsErik Johnson
 
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...WUD Milan
 
DL Classe 0 - You can do it
DL Classe 0 - You can do itDL Classe 0 - You can do it
DL Classe 0 - You can do itGregory Renard
 
Deep Learning Class #0 - You Can Do It
Deep Learning Class #0 - You Can Do ItDeep Learning Class #0 - You Can Do It
Deep Learning Class #0 - You Can Do ItHolberton School
 
The (very) basics of AI for the Radiology resident
The (very) basics of AI for the Radiology residentThe (very) basics of AI for the Radiology resident
The (very) basics of AI for the Radiology residentPedro Staziaki
 
Bringing Science to Software Development
Bringing Science to Software DevelopmentBringing Science to Software Development
Bringing Science to Software DevelopmentArty Starr
 
Designing for behaviour change
Designing for behaviour changeDesigning for behaviour change
Designing for behaviour changePhil Barrett
 
Clustering the Modern Gamer
Clustering the Modern GamerClustering the Modern Gamer
Clustering the Modern GamerGregory Zapata
 
Information Overload and its Impact on Lifestyle
Information Overload and its Impact on LifestyleInformation Overload and its Impact on Lifestyle
Information Overload and its Impact on LifestyleBimo Tyasono
 
Focus fast bigd15_roger_belveal_2015-09-19
Focus fast bigd15_roger_belveal_2015-09-19Focus fast bigd15_roger_belveal_2015-09-19
Focus fast bigd15_roger_belveal_2015-09-19Roger Belveal
 
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014The Story of a Redesign - Aaron Weyenberg - SearchLove 2014
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014Distilled
 
Data Science 101
Data Science 101Data Science 101
Data Science 101ideatoipo
 
Dialogare con agenti artificiali
Dialogare con agenti artificiali  Dialogare con agenti artificiali
Dialogare con agenti artificiali Agnese Augello
 

Ähnlich wie Designing for Visual Efficiency (FITC09) (20)

Visuals to Make Your Ideas Take Off
Visuals to Make Your Ideas Take OffVisuals to Make Your Ideas Take Off
Visuals to Make Your Ideas Take Off
 
Pin On Reluctant Homeschool Writers
Pin On Reluctant Homeschool WritersPin On Reluctant Homeschool Writers
Pin On Reluctant Homeschool Writers
 
Replication in Data Science
Replication in Data ScienceReplication in Data Science
Replication in Data Science
 
Writing A Thesis Statement For Resea
Writing A Thesis Statement For ReseaWriting A Thesis Statement For Resea
Writing A Thesis Statement For Resea
 
How To Write A Peer Recommendation Let. Online assignment writing service.
How To Write A Peer Recommendation Let. Online assignment writing service.How To Write A Peer Recommendation Let. Online assignment writing service.
How To Write A Peer Recommendation Let. Online assignment writing service.
 
Think Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website ConversionsThink Like Your Visitors to Increase Website Conversions
Think Like Your Visitors to Increase Website Conversions
 
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...
AIDA - Artificial Intelligence Design for Autism @Corinne Schillizzi @Anna Fo...
 
Hypnotizing Chickens v1
Hypnotizing Chickens v1Hypnotizing Chickens v1
Hypnotizing Chickens v1
 
DL Classe 0 - You can do it
DL Classe 0 - You can do itDL Classe 0 - You can do it
DL Classe 0 - You can do it
 
Deep Learning Class #0 - You Can Do It
Deep Learning Class #0 - You Can Do ItDeep Learning Class #0 - You Can Do It
Deep Learning Class #0 - You Can Do It
 
The (very) basics of AI for the Radiology resident
The (very) basics of AI for the Radiology residentThe (very) basics of AI for the Radiology resident
The (very) basics of AI for the Radiology resident
 
Bringing Science to Software Development
Bringing Science to Software DevelopmentBringing Science to Software Development
Bringing Science to Software Development
 
Intro to Systems Thinking
Intro to Systems ThinkingIntro to Systems Thinking
Intro to Systems Thinking
 
Designing for behaviour change
Designing for behaviour changeDesigning for behaviour change
Designing for behaviour change
 
Clustering the Modern Gamer
Clustering the Modern GamerClustering the Modern Gamer
Clustering the Modern Gamer
 
Information Overload and its Impact on Lifestyle
Information Overload and its Impact on LifestyleInformation Overload and its Impact on Lifestyle
Information Overload and its Impact on Lifestyle
 
Focus fast bigd15_roger_belveal_2015-09-19
Focus fast bigd15_roger_belveal_2015-09-19Focus fast bigd15_roger_belveal_2015-09-19
Focus fast bigd15_roger_belveal_2015-09-19
 
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014The Story of a Redesign - Aaron Weyenberg - SearchLove 2014
The Story of a Redesign - Aaron Weyenberg - SearchLove 2014
 
Data Science 101
Data Science 101Data Science 101
Data Science 101
 
Dialogare con agenti artificiali
Dialogare con agenti artificiali  Dialogare con agenti artificiali
Dialogare con agenti artificiali
 

Mehr von Ryan Coleman

Getting Innovative @#!% Done
Getting Innovative @#!% DoneGetting Innovative @#!% Done
Getting Innovative @#!% DoneRyan Coleman
 
Designing for Visual Efficiency (Redux)
Designing for Visual Efficiency (Redux)Designing for Visual Efficiency (Redux)
Designing for Visual Efficiency (Redux)Ryan Coleman
 
Visual Thinking & The Writing Process
Visual Thinking & The Writing ProcessVisual Thinking & The Writing Process
Visual Thinking & The Writing ProcessRyan Coleman
 
ChangeMedium: Overview
ChangeMedium: OverviewChangeMedium: Overview
ChangeMedium: OverviewRyan Coleman
 
10 Photography Quotes that You Should Know
10 Photography Quotes that You Should Know10 Photography Quotes that You Should Know
10 Photography Quotes that You Should KnowRyan Coleman
 
[Netchange] Defining And Measuring Social Success
[Netchange] Defining And Measuring Social Success[Netchange] Defining And Measuring Social Success
[Netchange] Defining And Measuring Social SuccessRyan Coleman
 
Building Visual Thinking Communities Upload
Building Visual Thinking Communities   UploadBuilding Visual Thinking Communities   Upload
Building Visual Thinking Communities UploadRyan Coleman
 
Overcoming the Language Barrier: Considering Translation
Overcoming the Language Barrier: Considering TranslationOvercoming the Language Barrier: Considering Translation
Overcoming the Language Barrier: Considering TranslationRyan Coleman
 
An Introduction to Visual Thinking
An Introduction to Visual ThinkingAn Introduction to Visual Thinking
An Introduction to Visual ThinkingRyan Coleman
 

Mehr von Ryan Coleman (9)

Getting Innovative @#!% Done
Getting Innovative @#!% DoneGetting Innovative @#!% Done
Getting Innovative @#!% Done
 
Designing for Visual Efficiency (Redux)
Designing for Visual Efficiency (Redux)Designing for Visual Efficiency (Redux)
Designing for Visual Efficiency (Redux)
 
Visual Thinking & The Writing Process
Visual Thinking & The Writing ProcessVisual Thinking & The Writing Process
Visual Thinking & The Writing Process
 
ChangeMedium: Overview
ChangeMedium: OverviewChangeMedium: Overview
ChangeMedium: Overview
 
10 Photography Quotes that You Should Know
10 Photography Quotes that You Should Know10 Photography Quotes that You Should Know
10 Photography Quotes that You Should Know
 
[Netchange] Defining And Measuring Social Success
[Netchange] Defining And Measuring Social Success[Netchange] Defining And Measuring Social Success
[Netchange] Defining And Measuring Social Success
 
Building Visual Thinking Communities Upload
Building Visual Thinking Communities   UploadBuilding Visual Thinking Communities   Upload
Building Visual Thinking Communities Upload
 
Overcoming the Language Barrier: Considering Translation
Overcoming the Language Barrier: Considering TranslationOvercoming the Language Barrier: Considering Translation
Overcoming the Language Barrier: Considering Translation
 
An Introduction to Visual Thinking
An Introduction to Visual ThinkingAn Introduction to Visual Thinking
An Introduction to Visual Thinking
 

Designing for Visual Efficiency (FITC09)