SlideShare una empresa de Scribd logo

Data Visualization Techniques and Goals

•Descargar como PPTX, PDF•
•
Jan Willem Tulp
Jan Willem Tulp

This document discusses data visualization. It begins by defining data visualization as conveying information through visual representations and reinforcing human cognition to gain knowledge about data. The document then outlines three main functions of visualization: to record information, analyze information, and communicate information to others. Finally, it discusses various frameworks, tools, and examples of inspiring data visualizations.

Tecnología
1 de 51
Data Visualization
Outline • What? • Why? • How?
Outline • What? • Why? • How?
Data Visualization “...to convey information through visual representations.” “...produces (interactive) visual representations of abstract data to reinforce human cognition; thus enabling the viewer to gain knowledge about the internal structure of the data and causal relationships in it.”
Outline • What? • Why? • How?
VISUALIZATION GOALS
Visualization Goals • Answer questions (or discover them) • Make decisions • See data in context • Support graphical calculation • Find patterns • Present argument or tell a story • Inspire
Three Functions of Visualization • Record: store information • Analyze: support reasoning about information • Communicate: convey information to others
PERCEPTION & COGNITION
Anscombe Quartet
Anscombe Quartet
How many 3’s? 24872184012387409216590147609856093247209 12562906509852659048275829856809609863095 84390564095878950374509284750989475092984
How many 3’s? 24872184012387409216590147609856093247209 12562906509852659048275829856809609863095 84390564095878950374509284750989475092984
Preattentive Processing • Requires attention despite the name • Very fast: < 200-250 ms • What matters most is the contrast between features
Color
Shape
Conjunction
Change Blindness
Simultaneous Contrast
Outline • What? • Why? • How?
FRAMEWORKS
ProtoVis
Processing Spde
REDESIGN
INSPIRATION
Credits & Resources • HansPeter Phister for slides inspiration: http://www.cs171.org/ • Stephen Few for Dashboard & redesigns: http://www.perceptualedge.com • Christopher G. Healy for Change Blindness & Preattentive Variables: http://www.csc.ncsu.edu/faculty/healey/PP/ • Hans Rosling from Gapminder: http://www.ted.com/talks/hans_rosling_shows_the_best_stats_you_ve_ever_seen.html http://www.gapminder.org/ • Protovis: http://vis.stanford.edu/protovis/ • Polymaps: http://www.polymaps.org/ • Processing: http://processing.org/ • Processing.js: http://processingjs.org/ • Spde: http://technically.us/spde/About • Tableau Public: http://www.tableausoftware.com/public/ • Oakland Crime Spotting & Cab Spotting by Stamen Design: http://www.stamen.com/ • “Good Morning” & Haiti Earthquake Aid in Avatar Minutes by Jer Thorp: http://blog.blprnt.com/ • House of Cards video clip for Radiohead by Aaron Koblin: http://www.aaronkoblin.com/ • Wikipedia history flow by Martin Wattenberg & Fernanda Viegaz: http://www.bewitched.com/ http://fernandaviegas.com/ • Map of USA by Ben Fry: http://benfry.com/ • “Hoe de kredietcrisis de beurs besmette by Frédérik Ruys: http://www.vizualism.com/ • StemBesef by Jan Willem Tulp: http://www.janwillemtulp.com/stembesef

Recomendados

Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data VisualizationStephen Tracy
 
Data Visualization - A Brief Overview
Data Visualization - A Brief OverviewData Visualization - A Brief Overview
Data Visualization - A Brief OverviewRotary Club of North Raleigh
 
Data Visualization.pptx
Data Visualization.pptxData Visualization.pptx
Data Visualization.pptxUltimate Multimedia Consult
 
The Importance of Data Visualization
The Importance of Data VisualizationThe Importance of Data Visualization
The Importance of Data VisualizationCenterline Digital
 
Data Visualization
Data VisualizationData Visualization
Data Visualizationsimonwandrew
 
3 data visualization
3 data visualization3 data visualization
3 data visualizationThilinaWanshathilaka
 
Data visualization
Data visualizationData visualization
Data visualizationSushil kasar
 
The Data Science Process
The Data Science ProcessThe Data Science Process
The Data Science ProcessVishal Patel
 

Recomendados

Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data VisualizationStephen Tracy
 
Data Visualization - A Brief Overview
Data Visualization - A Brief OverviewData Visualization - A Brief Overview
Data Visualization - A Brief OverviewRotary Club of North Raleigh
 
Data Visualization.pptx
Data Visualization.pptxData Visualization.pptx
Data Visualization.pptxUltimate Multimedia Consult
 
The Importance of Data Visualization
The Importance of Data VisualizationThe Importance of Data Visualization
The Importance of Data VisualizationCenterline Digital
 
Data Visualization
Data VisualizationData Visualization
Data Visualizationsimonwandrew
 
3 data visualization
3 data visualization3 data visualization
3 data visualizationThilinaWanshathilaka
 
Data visualization
Data visualizationData visualization
Data visualizationSushil kasar
 
The Data Science Process
The Data Science ProcessThe Data Science Process
The Data Science ProcessVishal Patel
 
Data visualization introduction
Data visualization introductionData visualization introduction
Data visualization introductionManokamnaKochar1
 
Data Visualization in Data Science
Data Visualization in Data ScienceData Visualization in Data Science
Data Visualization in Data ScienceMaloy Manna, PMP®
 
1. Data Analytics-introduction
1. Data Analytics-introduction1. Data Analytics-introduction
1. Data Analytics-introductionkrishna singh
 
Data Visualization
Data VisualizationData Visualization
Data VisualizationMithilesh Trivedi
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data AnalyticsDr. C.V. Suresh Babu
 
Brief introduction to data visualization
Brief introduction to data visualizationBrief introduction to data visualization
Brief introduction to data visualizationZach Gemignani
 
Data visualization-tools
Data visualization-toolsData visualization-tools
Data visualization-toolsRolando Fajardo CPE, RN, MAN, MIM
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopJSI
 
Data science
Data scienceData science
Data scienceMohamed Loey
 
Data Visualization
Data VisualizationData Visualization
Data VisualizationMarco Torchiano
 
Exploratory data analysis data visualization
Exploratory data analysis data visualizationExploratory data analysis data visualization
Exploratory data analysis data visualizationDr. Hamdan Al-Sabri
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data ScienceLaguna State Polytechnic University
 
Importance of Data Analytics
Importance of Data Analytics Importance of Data Analytics
Importance of Data AnalyticsProduct School
 
Data visualization
Data visualizationData visualization
Data visualizationSubarna Natarajan
 
Data analytics
Data analyticsData analytics
Data analyticsTilani Gunawardena PhD(UNIBAS), BSc(Pera), FHEA(UK), CEng, MIESL
 
Intro to data visualization
Intro to data visualizationIntro to data visualization
Intro to data visualizationJan Aerts
 
Introduction to Business Data Analytics
Introduction to Business Data AnalyticsIntroduction to Business Data Analytics
Introduction to Business Data AnalyticsVadivelM9
 
Tableau Presentation
Tableau PresentationTableau Presentation
Tableau PresentationAndrea Bissoli
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data MiningDataminingTools Inc
 
Data Visualization
Data VisualizationData Visualization
Data Visualizationjavaidsameer123
 
Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data VisualizationRaffael Marty
 
Lea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-AttentionLea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-AttentionLea Pica
 

Más contenido relacionado

La actualidad más candente

Data visualization introduction
Data visualization introductionData visualization introduction
Data visualization introductionManokamnaKochar1
 
Data Visualization in Data Science
Data Visualization in Data ScienceData Visualization in Data Science
Data Visualization in Data ScienceMaloy Manna, PMP®
 
1. Data Analytics-introduction
1. Data Analytics-introduction1. Data Analytics-introduction
1. Data Analytics-introductionkrishna singh
 
Brief introduction to data visualization
Brief introduction to data visualizationBrief introduction to data visualization
Brief introduction to data visualizationZach Gemignani
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopJSI
 
Exploratory data analysis data visualization
Exploratory data analysis data visualizationExploratory data analysis data visualization
Exploratory data analysis data visualizationDr. Hamdan Al-Sabri
 
Importance of Data Analytics
Importance of Data Analytics Importance of Data Analytics
Importance of Data AnalyticsProduct School
 
Intro to data visualization
Intro to data visualizationIntro to data visualization
Intro to data visualizationJan Aerts
 
Introduction to Business Data Analytics
Introduction to Business Data AnalyticsIntroduction to Business Data Analytics
Introduction to Business Data AnalyticsVadivelM9
 

La actualidad más candente (20)

Data visualization introduction
Data visualization introductionData visualization introduction
Data visualization introduction
 
Data Visualization in Data Science
Data Visualization in Data ScienceData Visualization in Data Science
Data Visualization in Data Science
 
1. Data Analytics-introduction
1. Data Analytics-introduction1. Data Analytics-introduction
1. Data Analytics-introduction
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 
Brief introduction to data visualization
Brief introduction to data visualizationBrief introduction to data visualization
Brief introduction to data visualization
 
Data visualization-tools
Data visualization-toolsData visualization-tools
Data visualization-tools
 
Data Visualization Design Best Practices Workshop
Data Visualization Design Best Practices WorkshopData Visualization Design Best Practices Workshop
Data Visualization Design Best Practices Workshop
 
Data science
Data scienceData science
Data science
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Exploratory data analysis data visualization
Exploratory data analysis data visualizationExploratory data analysis data visualization
Exploratory data analysis data visualization
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Importance of Data Analytics
Importance of Data Analytics Importance of Data Analytics
Importance of Data Analytics
 
Data visualization
Data visualizationData visualization
Data visualization
 
Data analytics
Data analyticsData analytics
Data analytics
 
Intro to data visualization
Intro to data visualizationIntro to data visualization
Intro to data visualization
 
Introduction to Business Data Analytics
Introduction to Business Data AnalyticsIntroduction to Business Data Analytics
Introduction to Business Data Analytics
 
Tableau Presentation
Tableau PresentationTableau Presentation
Tableau Presentation
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 

Destacado

Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data VisualizationRaffael Marty
 
Lea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-AttentionLea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-AttentionLea Pica
 
5 Data Visualization Pitfalls
5 Data Visualization Pitfalls5 Data Visualization Pitfalls
5 Data Visualization PitfallsData IQ Argentina
 
Odam: Open Data, Access and Mining
Odam: Open Data, Access and MiningOdam: Open Data, Access and Mining
Odam: Open Data, Access and MiningDaniel JACOB
 
How I data mined my text message history
How I data mined my text message historyHow I data mined my text message history
How I data mined my text message historyJoe Cannatti Jr.
 
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kamber
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; KamberChapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kamber
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kambererror007
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining ConceptsDung Nguyen
 
Data Mining: Concepts and techniques classification _chapter 9 :advanced methods
Data Mining: Concepts and techniques classification _chapter 9 :advanced methodsData Mining: Concepts and techniques classification _chapter 9 :advanced methods
Data Mining: Concepts and techniques classification _chapter 9 :advanced methodsSalah Amean
 
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic Concepts
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic ConceptsData Mining:Concepts and Techniques, Chapter 8. Classification: Basic Concepts
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic ConceptsSalah Amean
 
Data Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsData Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsDatamining Tools
 
Mining Frequent Patterns, Association and Correlations
Mining Frequent Patterns, Association and CorrelationsMining Frequent Patterns, Association and Correlations
Mining Frequent Patterns, Association and CorrelationsJustin Cletus
 
3.2 partitioning methods
3.2 partitioning methods3.2 partitioning methods
3.2 partitioning methodsKrish_ver2
 
1.8 discretization
1.8 discretization1.8 discretization
1.8 discretizationKrish_ver2
 
Data Warehousing and Data Mining
Data Warehousing and Data MiningData Warehousing and Data Mining
Data Warehousing and Data Miningidnats
 
Data Mining: Classification and analysis
Data Mining: Classification and analysisData Mining: Classification and analysis
Data Mining: Classification and analysisDataminingTools Inc
 
Data cube computation
Data cube computationData cube computation
Data cube computationRashmi Sheikh
 
Support Vector Machines for Classification
Support Vector Machines for ClassificationSupport Vector Machines for Classification
Support Vector Machines for ClassificationPrakash Pimpale
 
Data mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesData mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesSaif Ullah
 
Data mining slides
Data mining slidesData mining slides
Data mining slidessmj
 

Destacado (20)

Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data Visualization
 
Lea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-AttentionLea-Pica_Genius-Map_Get-Their-Attention
Lea-Pica_Genius-Map_Get-Their-Attention
 
5 Data Visualization Pitfalls
5 Data Visualization Pitfalls5 Data Visualization Pitfalls
5 Data Visualization Pitfalls
 
Odam: Open Data, Access and Mining
Odam: Open Data, Access and MiningOdam: Open Data, Access and Mining
Odam: Open Data, Access and Mining
 
How I data mined my text message history
How I data mined my text message historyHow I data mined my text message history
How I data mined my text message history
 
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kamber
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; KamberChapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kamber
Chapter - 5 Data Mining Concepts and Techniques 2nd Ed slides Han &amp; Kamber
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Concepts
 
Data Mining: Concepts and techniques classification _chapter 9 :advanced methods
Data Mining: Concepts and techniques classification _chapter 9 :advanced methodsData Mining: Concepts and techniques classification _chapter 9 :advanced methods
Data Mining: Concepts and techniques classification _chapter 9 :advanced methods
 
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic Concepts
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic ConceptsData Mining:Concepts and Techniques, Chapter 8. Classification: Basic Concepts
Data Mining:Concepts and Techniques, Chapter 8. Classification: Basic Concepts
 
Data Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsData Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlations
 
Mining Frequent Patterns, Association and Correlations
Mining Frequent Patterns, Association and CorrelationsMining Frequent Patterns, Association and Correlations
Mining Frequent Patterns, Association and Correlations
 
3.2 partitioning methods
3.2 partitioning methods3.2 partitioning methods
3.2 partitioning methods
 
1.8 discretization
1.8 discretization1.8 discretization
1.8 discretization
 
Data Warehousing and Data Mining
Data Warehousing and Data MiningData Warehousing and Data Mining
Data Warehousing and Data Mining
 
Data Mining: Classification and analysis
Data Mining: Classification and analysisData Mining: Classification and analysis
Data Mining: Classification and analysis
 
Data cube computation
Data cube computationData cube computation
Data cube computation
 
Support Vector Machines for Classification
Support Vector Machines for ClassificationSupport Vector Machines for Classification
Support Vector Machines for Classification
 
Data Mining: Association Rules Basics
Data Mining: Association Rules BasicsData Mining: Association Rules Basics
Data Mining: Association Rules Basics
 
Data mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniquesData mining (lecture 1 & 2) conecpts and techniques
Data mining (lecture 1 & 2) conecpts and techniques
 
Data mining slides
Data mining slidesData mining slides
Data mining slides
 

Similar a Data Visualization Techniques and Goals

BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-shareBigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-sharestelligence
 
Making Sense of (Big) Data with Visual Analytics
Making Sense of (Big) Data with Visual AnalyticsMaking Sense of (Big) Data with Visual Analytics
Making Sense of (Big) Data with Visual AnalyticsKai Xu
 
Making Sense of (Big) Bata with Visual Analytics
Making Sense of (Big) Bata with Visual AnalyticsMaking Sense of (Big) Bata with Visual Analytics
Making Sense of (Big) Bata with Visual AnalyticsKai Xu
 
Making sense of (big) data - visual analytics and provenance
Making sense of (big) data - visual analytics and provenanceMaking sense of (big) data - visual analytics and provenance
Making sense of (big) data - visual analytics and provenanceKai Xu
 
Visual Analytics in Omics: why, what, how?
Visual Analytics in Omics: why, what, how?Visual Analytics in Omics: why, what, how?
Visual Analytics in Omics: why, what, how?Jan Aerts
 
Data Visualisation Forum Auckland 2018
Data Visualisation Forum Auckland 2018Data Visualisation Forum Auckland 2018
Data Visualisation Forum Auckland 2018Adele Naude
 
Communicate Data with the Right Visualizations
Communicate Data with the Right VisualizationsCommunicate Data with the Right Visualizations
Communicate Data with the Right VisualizationsAnalytics8
 
Leveraging Data for the Internet of Things
Leveraging Data for the Internet of Things Leveraging Data for the Internet of Things
Leveraging Data for the Internet of Things CLEVER°FRANKE
 
Data visualization story telling
Data visualization story tellingData visualization story telling
Data visualization story tellingSreenivas Ravi
 
Extending human perception with data visualisation notes
Extending human perception with data visualisation notesExtending human perception with data visualisation notes
Extending human perception with data visualisation notesBen Melbourne
 
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdf
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdfvisualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdf
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdfdimce3
 
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...Illinois Institute of Technology
 
Reference at the Metcalf 2018: Digging into data visualisation
Reference at the Metcalf 2018: Digging into data visualisationReference at the Metcalf 2018: Digging into data visualisation
Reference at the Metcalf 2018: Digging into data visualisationARDC
 
Data Visualization - What can you see? #baai17
Data Visualization - What can you see? #baai17Data Visualization - What can you see? #baai17
Data Visualization - What can you see? #baai17Eugene O'Loughlin
 
Data Visualisation Sara Miller McCune founded SAGE
Data Visualisation Sara Miller McCune founded SAGEData Visualisation Sara Miller McCune founded SAGE
Data Visualisation Sara Miller McCune founded SAGEOllieShoresna
 
Data visualisation sara miller mc cune founded sage
Data visualisation sara miller mc cune founded sageData visualisation sara miller mc cune founded sage
Data visualisation sara miller mc cune founded sageAISHA232980
 
Data Viz - telling stories with data
Data Viz - telling stories with dataData Viz - telling stories with data
Data Viz - telling stories with dataOCSI
 

Similar a Data Visualization Techniques and Goals (20)

BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-shareBigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
 
Making Sense of (Big) Data with Visual Analytics
Making Sense of (Big) Data with Visual AnalyticsMaking Sense of (Big) Data with Visual Analytics
Making Sense of (Big) Data with Visual Analytics
 
Making Sense of (Big) Bata with Visual Analytics
Making Sense of (Big) Bata with Visual AnalyticsMaking Sense of (Big) Bata with Visual Analytics
Making Sense of (Big) Bata with Visual Analytics
 
Making sense of (big) data - visual analytics and provenance
Making sense of (big) data - visual analytics and provenanceMaking sense of (big) data - visual analytics and provenance
Making sense of (big) data - visual analytics and provenance
 
Visual Analytics in Omics: why, what, how?
Visual Analytics in Omics: why, what, how?Visual Analytics in Omics: why, what, how?
Visual Analytics in Omics: why, what, how?
 
Data Visualisation Forum Auckland 2018
Data Visualisation Forum Auckland 2018Data Visualisation Forum Auckland 2018
Data Visualisation Forum Auckland 2018
 
Communicate Data with the Right Visualizations
Communicate Data with the Right VisualizationsCommunicate Data with the Right Visualizations
Communicate Data with the Right Visualizations
 
Leveraging Data for the Internet of Things
Leveraging Data for the Internet of Things Leveraging Data for the Internet of Things
Leveraging Data for the Internet of Things
 
Data visualization story telling
Data visualization story tellingData visualization story telling
Data visualization story telling
 
Extending human perception with data visualisation notes
Extending human perception with data visualisation notesExtending human perception with data visualisation notes
Extending human perception with data visualisation notes
 
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdf
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdfvisualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdf
visualize data d83ae67f-6375-401f-b95a-f29eae37dd32.pdf
 
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...
Teaching Students to Lie, Manipulate, and Mislead with Information Visualizat...
 
Reference at the Metcalf 2018: Digging into data visualisation
Reference at the Metcalf 2018: Digging into data visualisationReference at the Metcalf 2018: Digging into data visualisation
Reference at the Metcalf 2018: Digging into data visualisation
 
Data Visualization - What can you see? #baai17
Data Visualization - What can you see? #baai17Data Visualization - What can you see? #baai17
Data Visualization - What can you see? #baai17
 
Data Visualisation Sara Miller McCune founded SAGE
Data Visualisation Sara Miller McCune founded SAGEData Visualisation Sara Miller McCune founded SAGE
Data Visualisation Sara Miller McCune founded SAGE
 
Data visualisation sara miller mc cune founded sage
Data visualisation sara miller mc cune founded sageData visualisation sara miller mc cune founded sage
Data visualisation sara miller mc cune founded sage
 
Foundations of data viz
Foundations of data vizFoundations of data viz
Foundations of data viz
 
Data Viz - telling stories with data
Data Viz - telling stories with dataData Viz - telling stories with data
Data Viz - telling stories with data
 
Navigating the white space
Navigating the white spaceNavigating the white space
Navigating the white space
 
Info Viz by Liz
Info Viz by LizInfo Viz by Liz
Info Viz by Liz
 

Último

A Framework for Development in the AI Age
A Framework for Development in the AI AgeA Framework for Development in the AI Age
A Framework for Development in the AI AgeCprime
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...itnewsafrica
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...itnewsafrica
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructureitnewsafrica
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observabilityitnewsafrica
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data IntegrationBridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integrationmarketing932765
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024TopCSSGallery
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkPixlogix Infotech
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentPim van der Noll
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch TuesdayIvanti
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesBernd Ruecker
 

Último (20)

A Framework for Development in the AI Age
A Framework for Development in the AI AgeA Framework for Development in the AI Age
A Framework for Development in the AI Age
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data IntegrationBridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
Bridging Between CAD & GIS: 6 Ways to Automate Your Data Integration
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App Framework
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch Tuesday
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architectures
 

Data Visualization Techniques and Goals

Notas del editor

  1. http://www.csc.ncsu.edu/faculty/healey/PP/index.html