SlideShare uma empresa Scribd logo
1 de 90
Baixar para ler offline
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design
This year, I did something new.
I worked with 80+ volunteer
contributors to write a
300-page ebook.
How do you write an
open source ebook?
It started with a message…
Hi Trina! Stats dork from Chicago here…
Do you have any plans to include tutorials
for basic data cleaning and data selection
techniques for users who may not have
any statistics background?
— Dyanna Gregory
This is what most statistics textbooks look like.
Most designers say…
This isn’t
for me
HAVE YOU EVER SEEN A BAD INFOGRAPHIC?
24.5%NO
84.5%
YES
Why do so many
infographics suck?
THEORY #1
Graphic Designers are evil.
They sacrifice
truthful data representation
for aesthetic gain.
THEORY #2
Marketers are evil.
They sacrifice
truthful data representation
for more clicks.
THEORY #3
Most people aren’t evil.
Good data visualization
is really hard to do.
Who has skills in programming,
design, and data analysis?
Not everyone is blessed with the innate ability
to make brilliant data visualizations.
What data collection looked like,
not too long ago
What data storage looked like,
not too long ago
What data collection
looks like today
1985: The birth of Excel
But what do we do
with all of this data?
The price of light is less
than the cost of darkness.
— Arthur C. Nielsen,
Market Researcher & Founder of ACNielsen
Let’s send our data to a designer
who can make it look pretty.
But most designers
are not trained in stats
How about a friendly
introduction to data?
But how do you write an
open source ebook?
There’s no
open source book
on how to write
an open source book.
Don’t underestimate the
awesomeness of strangers
on the internet.*
* Especially strangers who volunteer to
write books about data in their free time.
In six months,
we wrote and released the
English version.
Data + Design is now being
translated in Chinese, Russian,
Spanish, and French.
Is it true that
dataviz people
hate pie charts?
That’s a complex
question.
Arguments against
pie charts:
13% 100%
13%
A table is nearly always better than a dumb pie chart;
the only worse design than a pie chart is several of them,
for then the viewer is asked to compare quantities located
in spatial disarray both within and between charts […]
Given their low density and failure to
order numbers along a visual dimension,
pie charts should never be used.
Edward Tufte, "The Visual Display of Quantitative Information”
Graphical perception: Theory, Experimentation, and Application to the Development of Graphical Models
Meat Pies
& Color Theory
What Color
Is This Chart?
#TheChart
Hot Pie Cold Pie
Hot PieCold Pie
Men who cannot
read this chart
Men who can read
this chart
So you should use
monochromatic
color scales, right?
Monochromatic scales are
better for continuous data
Be careful with
multicolor scales
Red tends to stand out
against other colors
Can you find the red circle?
How about now?
Which is easier?
Finding boundaries in color vs. shapes
Adapted from: Healey, Christopher G., Kellogg S. Booth, and James T. Ennis. “High-Speed Visual Estimation Using
Preattentive Processing.” ACM Transactions on Computer-Human Interaction 3.2 (1996): 4.
So what colors
should I use?
It depends, but…
BLUE & ORANGE
More visual
trickery
Our brains look for
baselines to compare
distances
But the dark blue line
is measured on a
vertical scale.
Tricky, indeed.
Another example…
At first glance, you might think that the
dark blue line decreased in value.
More visual trickery!
Same data, different story.
How do we make data
more human?
US unemployment rate from 2007-2009
http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html?_r=0
In 2008, the Sichuan Earthquake
killed over 60,000 people in China.
“For seven years she lived happily on this earth”
- Mother of an earthquake victim
How will you
share your data?
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design

Mais conteúdo relacionado

Mais procurados

Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
Rand Fishkin
 

Mais procurados (20)

How To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into TrustHow To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into Trust
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with Data
 
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
 
The Science of Memorable Presentations
The Science of Memorable PresentationsThe Science of Memorable Presentations
The Science of Memorable Presentations
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
 
Inspired Storytelling: Engaging People & Moving Them To Action
Inspired Storytelling: Engaging People & Moving Them To ActionInspired Storytelling: Engaging People & Moving Them To Action
Inspired Storytelling: Engaging People & Moving Them To Action
 
Discover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around YouDiscover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around You
 
10 Things your Audience Hates About your Presentation
10 Things your Audience Hates About your Presentation10 Things your Audience Hates About your Presentation
10 Things your Audience Hates About your Presentation
 
How to Craft Your Company's Storytelling Voice by Ann Handley of MarketingProfs
How to Craft Your Company's Storytelling Voice by Ann Handley of MarketingProfsHow to Craft Your Company's Storytelling Voice by Ann Handley of MarketingProfs
How to Craft Your Company's Storytelling Voice by Ann Handley of MarketingProfs
 
How to Write Clickass Presentations that Convert
How to Write Clickass Presentations that ConvertHow to Write Clickass Presentations that Convert
How to Write Clickass Presentations that Convert
 
The Hierarchy of Engagement
The Hierarchy of EngagementThe Hierarchy of Engagement
The Hierarchy of Engagement
 
10 Insightful Quotes On Designing A Better Customer Experience
10 Insightful Quotes On Designing A Better Customer Experience10 Insightful Quotes On Designing A Better Customer Experience
10 Insightful Quotes On Designing A Better Customer Experience
 
Storytelling in 2014
Storytelling in 2014Storytelling in 2014
Storytelling in 2014
 
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
 
Things That Don't Matter in Your Presentation!
Things That Don't Matter in Your Presentation!Things That Don't Matter in Your Presentation!
Things That Don't Matter in Your Presentation!
 
Top Tips For Working Smarter
Top Tips For Working SmarterTop Tips For Working Smarter
Top Tips For Working Smarter
 
How a Smart Leader Sets SMART Goals
How a Smart Leader Sets SMART GoalsHow a Smart Leader Sets SMART Goals
How a Smart Leader Sets SMART Goals
 
One Point Per Slide – Why It’s Important and How to Do It
One Point Per Slide – Why It’s Important and How to Do ItOne Point Per Slide – Why It’s Important and How to Do It
One Point Per Slide – Why It’s Important and How to Do It
 
CAREER FORWARD - THE TOOLS YOU NEED TO START MOVING
CAREER FORWARD - THE TOOLS YOU NEED TO START MOVINGCAREER FORWARD - THE TOOLS YOU NEED TO START MOVING
CAREER FORWARD - THE TOOLS YOU NEED TO START MOVING
 
11 big strategy ideas
11 big strategy ideas11 big strategy ideas
11 big strategy ideas
 

Semelhante a Data Design: Where Math and Art Collide

CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_Unbranded
Jim Parnitzke
 

Semelhante a Data Design: Where Math and Art Collide (20)

Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
Designing with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryDesigning with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your Story
 
Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
diseñando datos
diseñando datosdiseñando datos
diseñando datos
 
Data Driven Marketing
Data Driven MarketingData Driven Marketing
Data Driven Marketing
 
Measurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationMeasurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data Visualisation
 
Data visualization & Story Telling with Data
Data visualization & Story Telling with DataData visualization & Story Telling with Data
Data visualization & Story Telling with Data
 
Data is love data viz best practices
Data is love   data viz best practicesData is love   data viz best practices
Data is love data viz best practices
 
Measurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationMeasurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data Visualisation
 
The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski   The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski
 
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski  - AltocloudOMiG Digital Summit 2016 - Maciej Dabrowski  - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
 
The true meaning of data
The true meaning of dataThe true meaning of data
The true meaning of data
 
5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View
 
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
 
CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_Unbranded
 
Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data Visualization
 
Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)
 
Dashboard Design / IxDA
Dashboard Design / IxDADashboard Design / IxDA
Dashboard Design / IxDA
 
Service Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoService Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike Alonso
 
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
 

Último

Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
amitlee9823
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
amitlee9823
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
AroojKhan71
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
amitlee9823
 
Probability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter LessonsProbability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter Lessons
JoseMangaJr1
 

Último (20)

Week-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interactionWeek-01-2.ppt BBB human Computer interaction
Week-01-2.ppt BBB human Computer interaction
 
ELKO dropshipping via API with DroFx.pptx
ELKO dropshipping via API with DroFx.pptxELKO dropshipping via API with DroFx.pptx
ELKO dropshipping via API with DroFx.pptx
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptx
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
ALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptx
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
Probability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter LessonsProbability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter Lessons
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 

Data Design: Where Math and Art Collide