SlideShare une entreprise Scribd logo
1  sur  64
FUNDAMENTALS OF 
DATA VISUALIZATION 
Quint 2014 
http://libguides.ohsu.edu/DataViz
Hello there!
Hello there! 
What is graphical 
excellence?
Hello there! 
how can I make my data visually Excellent?
What this class is not about…
Aim Here! 
pretty 
ugly 
useful 
crap 
Today’s Lecture
Without 
Programming 
Or software! 
pretty 
ugly 
useful 
crap 
Today’s Lecture
1 | Vision & the Brain 
2 | Color 
3 | Toolkit 
4 | Storytelling 
5 | Library
0 | foundations
Who |What | why | how
Who |What | why | how
Introduction 
Exercise
1: Draw a graph about yourself 
2: why are you taking this ce?
1: Draw a graph about yourself 
2: why are you taking this ce?
Hello there!
Who |What | why | how
What is data visualization?
“Data visualization reveals patterns, communicates ideas and effectively presents information using the power of perception to offload cognition” 
-Hanspeter Pfister
Record 
E. J. Muybridge, 1878 
Konya town map, Turkey, c. 6200 BC
Analyze 
Planetary Movement Diagram, c. 950 
W. Playfair,1759-1823
Patterns 
John Snow, 1854
Communicate 
C.J. Minard, 1869 
F. Nightingale, 1856
http://hint.fm/wind/ 
interact
explore 
http://www.babynamewizard.com/
Storytelling 
http://www.gapminder.org/
Who |What | why | how
Why is vision important?
“If information is presented orally, people remember about 10%... That number goes up by 65% if you add a picture.”
“If information is presented orally, people remember about 10%... That number goes up by 65% if you add a picture.” 
*
Oculata certitudine
Why Visual abstraction?
867-5309
865-5309
865-5309
“What I am really try to do is bring birth to clarity… It's all visual. It's hard to explain.” 
-Feynman
Ethics
“With great power 
comes great 
responsibility…” 
-Uncle Ben, Spiderman
Name 
Pie 
A 
39.0% 
Other 
21.2% 
B 
19.5% 
C 
9.8% 
D 
7.4% 
E 
3.1%
Name 
Pie 
A 
39.0% 
Other 
21.2% 
B 
19.5% 
C 
9.8% 
D 
7.4% 
E 
3.1%
39 
21.2 
19.5 
9.8 
7.4 
3.1 
A 
Other 
B 
C 
D 
E 
Name 
Percent of Pie
Name 
39 
19.5 
9.8 
7.4 
3.1 
21.2 
A 
B 
C 
D 
E 
Other 
Percent of Pie
Who| what | why | how
How do we go about this?
Vision & the Mind
Color
Toolkit 
ψ
Storytelling
“When we make a visualization from our data, we are telling a story, and a good story helps us gain insights.” 
-Steven B
FUNDAMENTALS OF 
DATA VISUALIZATION 
Introduction and Overview

Contenu connexe

En vedette

AM Career Marketing OHSU RIPSS 2014
AM Career Marketing OHSU RIPSS 2014AM Career Marketing OHSU RIPSS 2014
AM Career Marketing OHSU RIPSS 2014Jackie Wirz, PhD
 
NGP Retreat Open Science 2015
NGP Retreat Open Science 2015NGP Retreat Open Science 2015
NGP Retreat Open Science 2015Jackie Wirz, PhD
 
Behavioural Economics: Reducing Insurance Fraud
Behavioural Economics: Reducing Insurance FraudBehavioural Economics: Reducing Insurance Fraud
Behavioural Economics: Reducing Insurance FraudPrime Decision
 
A Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsA Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsAmanda Makulec
 
Data Viz - telling stories with data
Data Viz - telling stories with dataData Viz - telling stories with data
Data Viz - telling stories with dataOCSI
 
Data Viz CE 2014 Storytelling
Data Viz CE 2014 StorytellingData Viz CE 2014 Storytelling
Data Viz CE 2014 StorytellingJackie Wirz, PhD
 
Proving Insurance Fraud: Real Case Studies
Proving Insurance Fraud:  Real Case StudiesProving Insurance Fraud:  Real Case Studies
Proving Insurance Fraud: Real Case StudiesRob Pohls
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with DataSeth Familian
 

En vedette (10)

AM Career Marketing OHSU RIPSS 2014
AM Career Marketing OHSU RIPSS 2014AM Career Marketing OHSU RIPSS 2014
AM Career Marketing OHSU RIPSS 2014
 
NGP Retreat Open Science 2015
NGP Retreat Open Science 2015NGP Retreat Open Science 2015
NGP Retreat Open Science 2015
 
Behavioural Economics: Reducing Insurance Fraud
Behavioural Economics: Reducing Insurance FraudBehavioural Economics: Reducing Insurance Fraud
Behavioural Economics: Reducing Insurance Fraud
 
A Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your VisualizationsA Data Viz Makeover: Approaches for Improving your Visualizations
A Data Viz Makeover: Approaches for Improving your Visualizations
 
Data Viz - telling stories with data
Data Viz - telling stories with dataData Viz - telling stories with data
Data Viz - telling stories with data
 
Data Viz CE 2014 Storytelling
Data Viz CE 2014 StorytellingData Viz CE 2014 Storytelling
Data Viz CE 2014 Storytelling
 
Proving Insurance Fraud: Real Case Studies
Proving Insurance Fraud:  Real Case StudiesProving Insurance Fraud:  Real Case Studies
Proving Insurance Fraud: Real Case Studies
 
Data Viz CE 2014 Toolbox
Data Viz CE 2014 ToolboxData Viz CE 2014 Toolbox
Data Viz CE 2014 Toolbox
 
INFOGRAPHIC: Hail Facts (2008 - 2012)
INFOGRAPHIC: Hail Facts (2008 - 2012)INFOGRAPHIC: Hail Facts (2008 - 2012)
INFOGRAPHIC: Hail Facts (2008 - 2012)
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with Data
 

Similaire à Data Viz CE 2014 Intro and Overview

TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier
TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier
TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier Ilona Posner
 
Who presses play for learning?
Who presses play for learning?Who presses play for learning?
Who presses play for learning?Pedro De Bruyckere
 
What Does The Classroom of the Future Look Like?
What Does The Classroom of the Future Look Like?What Does The Classroom of the Future Look Like?
What Does The Classroom of the Future Look Like?Douglas Kiang
 
Embracing agility in education
Embracing agility in educationEmbracing agility in education
Embracing agility in educationAucyn Fabilonia
 
Digital pi castlemilk case study
Digital pi castlemilk case studyDigital pi castlemilk case study
Digital pi castlemilk case studyColin Crook
 
My shrinking 21st century world!
My shrinking 21st century world!My shrinking 21st century world!
My shrinking 21st century world!George Sabato
 
Educating the Digital Generation (2012)
Educating the Digital Generation (2012)Educating the Digital Generation (2012)
Educating the Digital Generation (2012)paulfuller75
 
Future Challenges for Education: the changing digital environment (BPP Univer...
Future Challenges for Education: the changing digital environment (BPP Univer...Future Challenges for Education: the changing digital environment (BPP Univer...
Future Challenges for Education: the changing digital environment (BPP Univer...Kevin Burden
 
Motivating the UN-motivated january 2015
Motivating the UN-motivated january 2015Motivating the UN-motivated january 2015
Motivating the UN-motivated january 2015Curtis Chandler
 
Data Visualization: Making the story behind the data come to life
Data Visualization: Making the story behind the data come to lifeData Visualization: Making the story behind the data come to life
Data Visualization: Making the story behind the data come to lifeTanya Camp
 

Similaire à Data Viz CE 2014 Intro and Overview (20)

Foundations of data viz
Foundations of data vizFoundations of data viz
Foundations of data viz
 
TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier
TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier
TorCHI.org World Usability Day 2018 - Talk by Prof. Fanny Chevalier
 
Rw 2014 data visulization
Rw 2014 data visulizationRw 2014 data visulization
Rw 2014 data visulization
 
A Day In The Life V4
A Day In The Life V4A Day In The Life V4
A Day In The Life V4
 
Vinh nguyen
Vinh nguyenVinh nguyen
Vinh nguyen
 
Connected
ConnectedConnected
Connected
 
A Day In The Life v4.01
A Day In The Life v4.01A Day In The Life v4.01
A Day In The Life v4.01
 
Who presses play for learning?
Who presses play for learning?Who presses play for learning?
Who presses play for learning?
 
What Does The Classroom of the Future Look Like?
What Does The Classroom of the Future Look Like?What Does The Classroom of the Future Look Like?
What Does The Classroom of the Future Look Like?
 
Embracing agility in education
Embracing agility in educationEmbracing agility in education
Embracing agility in education
 
Digital pi castlemilk case study
Digital pi castlemilk case studyDigital pi castlemilk case study
Digital pi castlemilk case study
 
My shrinking 21st century world!
My shrinking 21st century world!My shrinking 21st century world!
My shrinking 21st century world!
 
Crowds and Creativity
Crowds and CreativityCrowds and Creativity
Crowds and Creativity
 
emPowered Stories: Summer Session PDF
emPowered Stories: Summer Session PDFemPowered Stories: Summer Session PDF
emPowered Stories: Summer Session PDF
 
Educating the Digital Generation (2012)
Educating the Digital Generation (2012)Educating the Digital Generation (2012)
Educating the Digital Generation (2012)
 
Googlen of Gegoogled worden
Googlen of Gegoogled wordenGooglen of Gegoogled worden
Googlen of Gegoogled worden
 
Future Challenges for Education: the changing digital environment (BPP Univer...
Future Challenges for Education: the changing digital environment (BPP Univer...Future Challenges for Education: the changing digital environment (BPP Univer...
Future Challenges for Education: the changing digital environment (BPP Univer...
 
Motivating the UN-motivated january 2015
Motivating the UN-motivated january 2015Motivating the UN-motivated january 2015
Motivating the UN-motivated january 2015
 
Isis duke 041610
Isis duke 041610Isis duke 041610
Isis duke 041610
 
Data Visualization: Making the story behind the data come to life
Data Visualization: Making the story behind the data come to lifeData Visualization: Making the story behind the data come to life
Data Visualization: Making the story behind the data come to life
 

Plus de Jackie Wirz, PhD

Online NW 2015 Wirz Developing Novel Outreach Data Visualization
Online NW 2015 Wirz Developing Novel Outreach Data VisualizationOnline NW 2015 Wirz Developing Novel Outreach Data Visualization
Online NW 2015 Wirz Developing Novel Outreach Data VisualizationJackie Wirz, PhD
 
Data Viz CE 2014 Vision and the Brain
Data Viz CE 2014 Vision and the BrainData Viz CE 2014 Vision and the Brain
Data Viz CE 2014 Vision and the BrainJackie Wirz, PhD
 
Scientific Writing 2014 IEH
Scientific Writing 2014 IEHScientific Writing 2014 IEH
Scientific Writing 2014 IEHJackie Wirz, PhD
 
Data Management Open House
Data Management Open HouseData Management Open House
Data Management Open HouseJackie Wirz, PhD
 
Data101 pmcb retreat_09-20-13_final
Data101 pmcb retreat_09-20-13_finalData101 pmcb retreat_09-20-13_final
Data101 pmcb retreat_09-20-13_finalJackie Wirz, PhD
 
SPARC 2013 Data Management Presentation
SPARC 2013 Data Management Presentation SPARC 2013 Data Management Presentation
SPARC 2013 Data Management Presentation Jackie Wirz, PhD
 
Science is a moving target
Science is a moving targetScience is a moving target
Science is a moving targetJackie Wirz, PhD
 
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...Jackie Wirz, PhD
 
NCBI Boot Camp for Beginners Slides
NCBI Boot Camp for Beginners SlidesNCBI Boot Camp for Beginners Slides
NCBI Boot Camp for Beginners SlidesJackie Wirz, PhD
 

Plus de Jackie Wirz, PhD (14)

Online NW 2015 Wirz Developing Novel Outreach Data Visualization
Online NW 2015 Wirz Developing Novel Outreach Data VisualizationOnline NW 2015 Wirz Developing Novel Outreach Data Visualization
Online NW 2015 Wirz Developing Novel Outreach Data Visualization
 
Data Viz CE 2014 Vision and the Brain
Data Viz CE 2014 Vision and the BrainData Viz CE 2014 Vision and the Brain
Data Viz CE 2014 Vision and the Brain
 
Scientific Writing 2014 IEH
Scientific Writing 2014 IEHScientific Writing 2014 IEH
Scientific Writing 2014 IEH
 
Data Management
Data ManagementData Management
Data Management
 
Rw 2014 poster final
Rw 2014 poster finalRw 2014 poster final
Rw 2014 poster final
 
Data Management Open House
Data Management Open HouseData Management Open House
Data Management Open House
 
Data101 pmcb retreat_09-20-13_final
Data101 pmcb retreat_09-20-13_finalData101 pmcb retreat_09-20-13_final
Data101 pmcb retreat_09-20-13_final
 
SPARC 2013 Data Management Presentation
SPARC 2013 Data Management Presentation SPARC 2013 Data Management Presentation
SPARC 2013 Data Management Presentation
 
Science is a moving target
Science is a moving targetScience is a moving target
Science is a moving target
 
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...
Powered by Libraries: Leveraging Libraries for Semantic Web and Linked Open D...
 
RML NCBI Resources
RML NCBI ResourcesRML NCBI Resources
RML NCBI Resources
 
Science101 slideshare
Science101 slideshareScience101 slideshare
Science101 slideshare
 
Science 101 Preview
Science 101 PreviewScience 101 Preview
Science 101 Preview
 
NCBI Boot Camp for Beginners Slides
NCBI Boot Camp for Beginners SlidesNCBI Boot Camp for Beginners Slides
NCBI Boot Camp for Beginners Slides
 

Dernier

Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024Janet Corral
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingTeacherCyreneCayanan
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 

Dernier (20)

Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writing
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 

Data Viz CE 2014 Intro and Overview