SlideShare une entreprise Scribd logo
1  sur  36
Télécharger pour lire hors ligne
fundamental
ways we use
Visualizations
Data
the
the
human
is
brain
amazing
especially at
and
recognizing
shapes
patterns
the
connection
the eye
between
and brain ...
fast
the brain
receives
Mb/s
8.96 megabits
of data8.96 from the eye
every second
Koch, K., (2006). How Much the Eye Tells the Brain. Current Biology, 16(14), 1428-1434
Retrieved from http://www.sciencedirect.com/science/article/pii/S0960982206016393
the speed
of sight 8.96Mb/s
the average
person
comprehends
120 wordsper minute
reading
that is
equivalent to
b/s
81.6 bits
of data81.6 per second
let’s compare
reading comprehension speed
visual comprehension speed
*not close to fitting on this chart
we are not wired
to read fast
we are wired
to visualize fast
data visualizations
when used
can be
Awesome
right way
Tools the
there are five
we use
fundamental ways
data visualizations
5effectively
Bike Rides and Running Routes Heat Map from Strava Labs
Retrieved from http://labs.strava.com/heatmap/#6/-83.63437/39.30140/blue/both
1To analyze
charts
bar
graphs
Line
graphs
Bullet
maps
Heat
lines
spark
plots
Box
plots
scatter
maps
Tree
these tools help us
trendssee
anomalies
correlations
patterns
Waves Interactive Data Visualization From Initial State
Retrieved from https://initialstate.com/Tools/Waves
and make
decisions
Student Performance Dashboard by Stephen Few
Retrieved from http://www.perceptualedge.com/blog/?p=1466
a well-designed
dashboardallows you to
Analyzemassive datasets
At-a-glance
Student Performance Dashboard by Stephen Few
Retrieved from http://www.perceptualedge.com/blog/?p=1466
2To discover
if you need to find
something
buried inside
data points1,000,000
would you rather
reador
1,000,000 data points
See
?
what if you don’t
know exactly what
it is you are even
looking for?
you can’t build a
dashboard
for that!
interactive
data visualizations
Lines Interactive Data Visualization From Initial State
Retrieved from https://initialstate.com/Tools/Lines
let you mine data
to discover
information
3To Support
A Story
the right data visualization can
contextprovide
engagethe audience
emphasizekey points
great speakers
use visuals to
make their
memorable
story
4To Tell A Story
By Itself
sometimes
story
the data visualization
is the
... a story without a sentence
Brazil World Cup 2014: Who’s Your Pick? by InfographicBox IDS
Retrieved from http://visual.ly/brazil-world-cup-2014-who’s-your-pick
5To teach
our brains perform
and
more efficiently
more information
is retained
when we learn from visuals
to analyze
to discover
to support a story
to tell a story
to teach
1
2
3
4
5
the fundamental ways we use
data visualizations
https://www.initialstate.com
we build data visualizations
for product debug

Contenu connexe

Tendances

Storytelling with Data - Approach | Skills
Storytelling with Data - Approach | SkillsStorytelling with Data - Approach | Skills
Storytelling with Data - Approach | Skills
Amit Kapoor
 
Introduction to Data Visualization
Introduction to Data Visualization Introduction to Data Visualization
Introduction to Data Visualization
Ana Jofre
 
Tableau 7.0 prsentation
Tableau 7.0 prsentationTableau 7.0 prsentation
Tableau 7.0 prsentation
inam_slides
 

Tendances (20)

The Importance of Data Visualization
The Importance of Data VisualizationThe Importance of Data Visualization
The Importance of Data Visualization
 
5 Data Visualization Pitfalls
5 Data Visualization Pitfalls5 Data Visualization Pitfalls
5 Data Visualization Pitfalls
 
Data visualization
Data visualizationData visualization
Data visualization
 
Storytelling with Data - Approach | Skills
Storytelling with Data - Approach | SkillsStorytelling with Data - Approach | Skills
Storytelling with Data - Approach | Skills
 
Storytelling with Data - See | Show | Tell | Engage
Storytelling with Data - See | Show | Tell | EngageStorytelling with Data - See | Show | Tell | Engage
Storytelling with Data - See | Show | Tell | Engage
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Data Analaytics.04. Data visualization
Data Analaytics.04. Data visualizationData Analaytics.04. Data visualization
Data Analaytics.04. Data visualization
 
Data Visualization.pptx
Data Visualization.pptxData Visualization.pptx
Data Visualization.pptx
 
Google data studio
Google data studioGoogle data studio
Google data studio
 
Data Visualisation & Analytics with Tableau (Beginner) - by Maria Koumandraki
Data Visualisation & Analytics with Tableau (Beginner) - by Maria KoumandrakiData Visualisation & Analytics with Tableau (Beginner) - by Maria Koumandraki
Data Visualisation & Analytics with Tableau (Beginner) - by Maria Koumandraki
 
Data visualization
Data visualizationData visualization
Data visualization
 
Introduction to Data Visualization
Introduction to Data Visualization Introduction to Data Visualization
Introduction to Data Visualization
 
3 data visualization
3 data visualization3 data visualization
3 data visualization
 
"Introduction to Data Visualization" Workshop for General Assembly by Hunter ...
"Introduction to Data Visualization" Workshop for General Assembly by Hunter ..."Introduction to Data Visualization" Workshop for General Assembly by Hunter ...
"Introduction to Data Visualization" Workshop for General Assembly by Hunter ...
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
 
Data visualization
Data visualizationData visualization
Data visualization
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Become a Data Analyst
Become a Data Analyst Become a Data Analyst
Become a Data Analyst
 
Tableau 7.0 prsentation
Tableau 7.0 prsentationTableau 7.0 prsentation
Tableau 7.0 prsentation
 
Tableau online training
Tableau online trainingTableau online training
Tableau online training
 

En vedette

Data Visualization Techniques
Data Visualization TechniquesData Visualization Techniques
Data Visualization Techniques
AllAnalytics
 
Tableau presentation
Tableau presentationTableau presentation
Tableau presentation
kt166212
 

En vedette (9)

Data Visualization 101: How to Design Charts and Graphs
Data Visualization 101: How to Design Charts and GraphsData Visualization 101: How to Design Charts and Graphs
Data Visualization 101: How to Design Charts and Graphs
 
Big Data from Small Places
Big Data from Small PlacesBig Data from Small Places
Big Data from Small Places
 
From Data to Visualization, what happens in between?
From Data to Visualization, what happens in between?From Data to Visualization, what happens in between?
From Data to Visualization, what happens in between?
 
Data Visualization Techniques
Data Visualization TechniquesData Visualization Techniques
Data Visualization Techniques
 
Tableau presentation
Tableau presentationTableau presentation
Tableau presentation
 
Tableau Drive, A new methodology for scaling your analytic culture
Tableau Drive, A new methodology for scaling your analytic cultureTableau Drive, A new methodology for scaling your analytic culture
Tableau Drive, A new methodology for scaling your analytic culture
 
Learning Tableau - Data, Graphs, Filters, Dashboards and Advanced features
Learning Tableau -  Data, Graphs, Filters, Dashboards and Advanced featuresLearning Tableau -  Data, Graphs, Filters, Dashboards and Advanced features
Learning Tableau - Data, Graphs, Filters, Dashboards and Advanced features
 
Tableau Software - Business Analytics and Data Visualization
Tableau Software - Business Analytics and Data VisualizationTableau Software - Business Analytics and Data Visualization
Tableau Software - Business Analytics and Data Visualization
 
The 8 Hats of Data Visualisation
The 8 Hats of Data VisualisationThe 8 Hats of Data Visualisation
The 8 Hats of Data Visualisation
 

Similaire à Fundamental Ways We Use Data Visualizations

Computational Biomedicine Lab: Current Members, pumpsandpipesmdhc
Computational Biomedicine Lab: Current Members, pumpsandpipesmdhcComputational Biomedicine Lab: Current Members, pumpsandpipesmdhc
Computational Biomedicine Lab: Current Members, pumpsandpipesmdhc
tmhsweb
 
stroke prediction AIL Presentation_V1.pptx
stroke prediction AIL Presentation_V1.pptxstroke prediction AIL Presentation_V1.pptx
stroke prediction AIL Presentation_V1.pptx
ssuser0be3ba1
 
Survey of various methods used for integrating machine learning into brain tu...
Survey of various methods used for integrating machine learning into brain tu...Survey of various methods used for integrating machine learning into brain tu...
Survey of various methods used for integrating machine learning into brain tu...
Drjabez
 

Similaire à Fundamental Ways We Use Data Visualizations (20)

4-2 PPT team.pptx
4-2 PPT team.pptx4-2 PPT team.pptx
4-2 PPT team.pptx
 
Short story.pptx
Short story.pptxShort story.pptx
Short story.pptx
 
Computational Biomedicine Lab: Current Members, pumpsandpipesmdhc
Computational Biomedicine Lab: Current Members, pumpsandpipesmdhcComputational Biomedicine Lab: Current Members, pumpsandpipesmdhc
Computational Biomedicine Lab: Current Members, pumpsandpipesmdhc
 
Short story_2.pptx
Short story_2.pptxShort story_2.pptx
Short story_2.pptx
 
Brain_Stroke_prediction_AIL Presentation_V1.pptx
Brain_Stroke_prediction_AIL Presentation_V1.pptxBrain_Stroke_prediction_AIL Presentation_V1.pptx
Brain_Stroke_prediction_AIL Presentation_V1.pptx
 
stroke prediction AIL Presentation_V1.pptx
stroke prediction AIL Presentation_V1.pptxstroke prediction AIL Presentation_V1.pptx
stroke prediction AIL Presentation_V1.pptx
 
Automatic brain tumor detection using adaptive region growing with thresholdi...
Automatic brain tumor detection using adaptive region growing with thresholdi...Automatic brain tumor detection using adaptive region growing with thresholdi...
Automatic brain tumor detection using adaptive region growing with thresholdi...
 
MH_Report
MH_ReportMH_Report
MH_Report
 
A STUDY OF THE LITERATURE ON CARDIOVASCULAR DISEASE PREDICTION METHODS
A STUDY OF THE LITERATURE ON CARDIOVASCULAR DISEASE PREDICTION METHODSA STUDY OF THE LITERATURE ON CARDIOVASCULAR DISEASE PREDICTION METHODS
A STUDY OF THE LITERATURE ON CARDIOVASCULAR DISEASE PREDICTION METHODS
 
50120140503014
5012014050301450120140503014
50120140503014
 
MIND READING COMPUTERS PPT
MIND READING COMPUTERS PPTMIND READING COMPUTERS PPT
MIND READING COMPUTERS PPT
 
School Stuff - Clip Art Library. Online assignment writing service.
School Stuff - Clip Art Library. Online assignment writing service.School Stuff - Clip Art Library. Online assignment writing service.
School Stuff - Clip Art Library. Online assignment writing service.
 
IRJET- Computer vs Human Brain: An Analytical Approach and Overview
IRJET-  	  Computer vs Human Brain: An Analytical Approach and OverviewIRJET-  	  Computer vs Human Brain: An Analytical Approach and Overview
IRJET- Computer vs Human Brain: An Analytical Approach and Overview
 
Essay On Image Processing
Essay On Image ProcessingEssay On Image Processing
Essay On Image Processing
 
Research on Haberman dataset also business required document
Research on Haberman dataset also business required documentResearch on Haberman dataset also business required document
Research on Haberman dataset also business required document
 
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
 
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
BRAIN PORTION EXTRACTION USING HYBRID CONTOUR TECHNIQUE USING SETS FOR T1 WEI...
 
Survey of various methods used for integrating machine learning into brain tu...
Survey of various methods used for integrating machine learning into brain tu...Survey of various methods used for integrating machine learning into brain tu...
Survey of various methods used for integrating machine learning into brain tu...
 
Classification of Abnormalities in Brain MRI Images Using PCA and SVM
Classification of Abnormalities in Brain MRI Images Using PCA and SVMClassification of Abnormalities in Brain MRI Images Using PCA and SVM
Classification of Abnormalities in Brain MRI Images Using PCA and SVM
 
20120140506005
2012014050600520120140506005
20120140506005
 

Dernier

一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理
pyhepag
 
Exploratory Data Analysis - Dilip S.pptx
Exploratory Data Analysis - Dilip S.pptxExploratory Data Analysis - Dilip S.pptx
Exploratory Data Analysis - Dilip S.pptx
DilipVasan
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
Amil baba
 
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
pyhepag
 
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Valters Lauzums
 
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotecAbortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
一比一原版纽卡斯尔大学毕业证成绩单如何办理
一比一原版纽卡斯尔大学毕业证成绩单如何办理一比一原版纽卡斯尔大学毕业证成绩单如何办理
一比一原版纽卡斯尔大学毕业证成绩单如何办理
cyebo
 
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
pyhepag
 

Dernier (20)

Artificial_General_Intelligence__storm_gen_article.pdf
Artificial_General_Intelligence__storm_gen_article.pdfArtificial_General_Intelligence__storm_gen_article.pdf
Artificial_General_Intelligence__storm_gen_article.pdf
 
Easy and simple project file on mp online
Easy and simple project file on mp onlineEasy and simple project file on mp online
Easy and simple project file on mp online
 
2024 Q2 Orange County (CA) Tableau User Group Meeting
2024 Q2 Orange County (CA) Tableau User Group Meeting2024 Q2 Orange County (CA) Tableau User Group Meeting
2024 Q2 Orange County (CA) Tableau User Group Meeting
 
一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理一比一原版阿德莱德大学毕业证成绩单如何办理
一比一原版阿德莱德大学毕业证成绩单如何办理
 
Exploratory Data Analysis - Dilip S.pptx
Exploratory Data Analysis - Dilip S.pptxExploratory Data Analysis - Dilip S.pptx
Exploratory Data Analysis - Dilip S.pptx
 
AI Imagen for data-storytelling Infographics.pdf
AI Imagen for data-storytelling Infographics.pdfAI Imagen for data-storytelling Infographics.pdf
AI Imagen for data-storytelling Infographics.pdf
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
 
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
一比一原版加利福尼亚大学尔湾分校毕业证成绩单如何办理
 
Generative AI for Trailblazers_ Unlock the Future of AI.pdf
Generative AI for Trailblazers_ Unlock the Future of AI.pdfGenerative AI for Trailblazers_ Unlock the Future of AI.pdf
Generative AI for Trailblazers_ Unlock the Future of AI.pdf
 
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
 
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotecAbortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
Abortion pills in Dammam Saudi Arabia// +966572737505 // buy cytotec
 
basics of data science with application areas.pdf
basics of data science with application areas.pdfbasics of data science with application areas.pdf
basics of data science with application areas.pdf
 
Pre-ProductionImproveddsfjgndflghtgg.pptx
Pre-ProductionImproveddsfjgndflghtgg.pptxPre-ProductionImproveddsfjgndflghtgg.pptx
Pre-ProductionImproveddsfjgndflghtgg.pptx
 
Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)Atlantic Grupa Case Study (Mintec Data AI)
Atlantic Grupa Case Study (Mintec Data AI)
 
社内勉強会資料  Mamba - A new era or ephemeral
社内勉強会資料   Mamba - A new era or ephemeral社内勉強会資料   Mamba - A new era or ephemeral
社内勉強会資料  Mamba - A new era or ephemeral
 
Supply chain analytics to combat the effects of Ukraine-Russia-conflict
Supply chain analytics to combat the effects of Ukraine-Russia-conflictSupply chain analytics to combat the effects of Ukraine-Russia-conflict
Supply chain analytics to combat the effects of Ukraine-Russia-conflict
 
2024 Q1 Tableau User Group Leader Quarterly Call
2024 Q1 Tableau User Group Leader Quarterly Call2024 Q1 Tableau User Group Leader Quarterly Call
2024 Q1 Tableau User Group Leader Quarterly Call
 
一比一原版纽卡斯尔大学毕业证成绩单如何办理
一比一原版纽卡斯尔大学毕业证成绩单如何办理一比一原版纽卡斯尔大学毕业证成绩单如何办理
一比一原版纽卡斯尔大学毕业证成绩单如何办理
 
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
一比一原版(Monash毕业证书)莫纳什大学毕业证成绩单如何办理
 
How I opened a fake bank account and didn't go to prison
How I opened a fake bank account and didn't go to prisonHow I opened a fake bank account and didn't go to prison
How I opened a fake bank account and didn't go to prison
 

Fundamental Ways We Use Data Visualizations