SlideShare una empresa de Scribd logo
1 de 65
Descargar para leer sin conexión
on academia
and
data visualization
A discourse…
Ben Jones
Sr. Mgr, Tableau Public
@DataRemixed
May 28, 2014
A Canadian from Los Angeles who started a
dataviz website
…and moved to Washington to join Tableau
About Ben
Free software to quickly create and
share interactive data graphics on the web
http://www.nhl.com/ice/careerstats.htm
Gathering
Structuring
Analyzing
Communicating
Tables, Spreadsheets, Lists Charts, Graphs, Maps
INFORMATION INSIGHT
http://dataremixed.com website stats, Aug 2011 – May 2014
Source | Google Analytics
why data visualization?
because visualization amplifies cognition…
first for you, then for your audience
question gathering
data
structuring
data
exploring
data
communicating
data
The Data Discovery Horse Track
Anscomb’s Quartet
data visualization isn’t new
it’s been going on for centuries now
Joseph Priestley, 1769
William Playfair, 1786
John Snow, 1854
Florence Nightingale, 1858
visualization is for academics
some of the most influential findings have been communicated visually
“What motivates me now
are the ideas I developed
10, 20 or 30 years ago,
and the feeling that
these ideas may be lost
if I don’t push them a
little bit further.”
-Benoit Mandlebrot
UW: West, Bergstrom, Jacquet, Brooks, Aragon
http://www.eigenfactor.org/gender/#
Visualization can be both
c l e a r
AND
beautiful
Data should be visually appealing
Data should be easy to understand
but visualization isn’t a panacea
just because you visualize something, doesn’t mean it’s intelligible
http://de.wikipedia.org/wiki/Kühlschifffahrt
http://commons.wikimedia.org/wiki/File:Pie_chart_of_US_population_by_state.png
http://flowingdata.com/2014/04/04/fox-news-bar-chart-gets-it-wrong/
http://phylonetworks.blogspot.com/2012/03/biological-versus-phylogenetic-networks.html
Protein interaction network
and hey, visualization can be fun
just because you visualize something, doesn’t mean it’s intelligible
What does
this remind
you of?
Via Christopher Ingraham
Twitter: @_cingraham
Oh, and you can only
use exploded pies
when telling jokes…
but it can also be heavy-hitting
some facts about our world are very grave
visualization is an opportunity for
academic research
getting your ideas out there, making them stick
3 Classic Problems:
The Technical Problem
The Semantic Problem
The Effectiveness Problem
C. Shannon W. Weaver
UW: West, Bergstrom, Jacquet, Brooks, Aragon
http://www.eigenfactor.org/gender/#
My message to academic researchers:
Don’t just communicate your findings with your peers using
jargon.
Use visualization to communicate your findings with the world.
There is an appetite for your ideas. If you don’t push them, who
will?

Más contenido relacionado

Similar a Data Viz for Academic Research

Data vispresupdate.pptx
Data vispresupdate.pptxData vispresupdate.pptx
Data vispresupdate.pptx
Fan Feng
 
STA-O Discussion Question Four - Statistics.pdf Discussi.docx
STA-O Discussion Question Four - Statistics.pdf Discussi.docxSTA-O Discussion Question Four - Statistics.pdf Discussi.docx
STA-O Discussion Question Four - Statistics.pdf Discussi.docx
dessiechisomjj4
 

Similar a Data Viz for Academic Research (20)

Data Con LA 2018 - Best Practices in Data Visualization by Shilpa Balan
Data Con LA 2018 - Best Practices in Data Visualization by Shilpa BalanData Con LA 2018 - Best Practices in Data Visualization by Shilpa Balan
Data Con LA 2018 - Best Practices in Data Visualization by Shilpa Balan
 
Data Visualisation Literacy - Learning to See
Data Visualisation Literacy - Learning to SeeData Visualisation Literacy - Learning to See
Data Visualisation Literacy - Learning to See
 
Telling stories with your data
Telling stories with your dataTelling stories with your data
Telling stories with your data
 
SENCER_panel.ppt
SENCER_panel.pptSENCER_panel.ppt
SENCER_panel.ppt
 
How to make the best data visualization - Piotr Ocalewicz
How to make the best data visualization - Piotr OcalewiczHow to make the best data visualization - Piotr Ocalewicz
How to make the best data visualization - Piotr Ocalewicz
 
The Digital Academic: The opportunities for scholarly communication, discussi...
The Digital Academic: The opportunities for scholarly communication, discussi...The Digital Academic: The opportunities for scholarly communication, discussi...
The Digital Academic: The opportunities for scholarly communication, discussi...
 
AI and the Researcher: ChatGPT and DALL-E in Scholarly Writing and Publishing
AI and the Researcher: ChatGPT and DALL-E in Scholarly Writing and PublishingAI and the Researcher: ChatGPT and DALL-E in Scholarly Writing and Publishing
AI and the Researcher: ChatGPT and DALL-E in Scholarly Writing and Publishing
 
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
 
DN18 | From Counting to Connecting: A Networked and Data-Driven Approach to M...
DN18 | From Counting to Connecting: A Networked and Data-Driven Approach to M...DN18 | From Counting to Connecting: A Networked and Data-Driven Approach to M...
DN18 | From Counting to Connecting: A Networked and Data-Driven Approach to M...
 
Dataviz 101: Data is beautiful, please don't ruin it by Anne-Marie Tousch, Se...
Dataviz 101: Data is beautiful, please don't ruin it by Anne-Marie Tousch, Se...Dataviz 101: Data is beautiful, please don't ruin it by Anne-Marie Tousch, Se...
Dataviz 101: Data is beautiful, please don't ruin it by Anne-Marie Tousch, Se...
 
'Drinking from the fire hose? The pitfalls and potential of Big Data'.
'Drinking from the fire hose? The pitfalls and potential of Big Data'.'Drinking from the fire hose? The pitfalls and potential of Big Data'.
'Drinking from the fire hose? The pitfalls and potential of Big Data'.
 
Rogers digitalmethods 4nov2010
Rogers digitalmethods 4nov2010Rogers digitalmethods 4nov2010
Rogers digitalmethods 4nov2010
 
Challenges in-archiving-twitter
Challenges in-archiving-twitterChallenges in-archiving-twitter
Challenges in-archiving-twitter
 
CLAC 2010: Five Futures for Higher Education
CLAC 2010: Five Futures for Higher EducationCLAC 2010: Five Futures for Higher Education
CLAC 2010: Five Futures for Higher Education
 
Data vispresupdate.pptx
Data vispresupdate.pptxData vispresupdate.pptx
Data vispresupdate.pptx
 
How to Entertain audiences using data led content - Trend Report Spring 2015
How to Entertain audiences using data led content - Trend Report Spring 2015How to Entertain audiences using data led content - Trend Report Spring 2015
How to Entertain audiences using data led content - Trend Report Spring 2015
 
Data Science in 2016: Moving Up
Data Science in 2016: Moving UpData Science in 2016: Moving Up
Data Science in 2016: Moving Up
 
Data Science in 2016: Moving up by Paco Nathan at Big Data Spain 2015
Data Science in 2016: Moving up by Paco Nathan at Big Data Spain 2015Data Science in 2016: Moving up by Paco Nathan at Big Data Spain 2015
Data Science in 2016: Moving up by Paco Nathan at Big Data Spain 2015
 
Be Data Informed Without Being a Data Scientist
Be Data Informed Without Being a Data ScientistBe Data Informed Without Being a Data Scientist
Be Data Informed Without Being a Data Scientist
 
STA-O Discussion Question Four - Statistics.pdf Discussi.docx
STA-O Discussion Question Four - Statistics.pdf Discussi.docxSTA-O Discussion Question Four - Statistics.pdf Discussi.docx
STA-O Discussion Question Four - Statistics.pdf Discussi.docx
 

Más de Ben Jones

Data visualization new york 20130701
Data visualization new york 20130701Data visualization new york 20130701
Data visualization new york 20130701
Ben Jones
 

Más de Ben Jones (19)

Data Literacy Presentation at Madison Tableau User Group
Data Literacy Presentation at Madison Tableau User GroupData Literacy Presentation at Madison Tableau User Group
Data Literacy Presentation at Madison Tableau User Group
 
Data Literacy Webinar 003 - Finding & Gathering Data
Data Literacy Webinar 003 - Finding & Gathering DataData Literacy Webinar 003 - Finding & Gathering Data
Data Literacy Webinar 003 - Finding & Gathering Data
 
17 Key Traits of Data Literacy
17 Key Traits of Data Literacy17 Key Traits of Data Literacy
17 Key Traits of Data Literacy
 
Using Data Visualization to Inform and Inspire
Using Data Visualization to Inform and InspireUsing Data Visualization to Inform and Inspire
Using Data Visualization to Inform and Inspire
 
Data Visualization and Law Enforcement
Data Visualization and Law EnforcementData Visualization and Law Enforcement
Data Visualization and Law Enforcement
 
Nature and Viz
Nature and VizNature and Viz
Nature and Viz
 
Beyond bar charts best practices in data visualization
Beyond bar charts   best practices in data visualizationBeyond bar charts   best practices in data visualization
Beyond bar charts best practices in data visualization
 
How Non Profits Use Tableau to Affect Social Change
How Non Profits Use Tableau to Affect Social ChangeHow Non Profits Use Tableau to Affect Social Change
How Non Profits Use Tableau to Affect Social Change
 
Communicating Data with Tableau Webinar, Aug 26, 2014
Communicating Data with Tableau Webinar, Aug 26, 2014Communicating Data with Tableau Webinar, Aug 26, 2014
Communicating Data with Tableau Webinar, Aug 26, 2014
 
eyeo 2014 - Thinking with Data
eyeo 2014 - Thinking with Dataeyeo 2014 - Thinking with Data
eyeo 2014 - Thinking with Data
 
Tableau Public Overview
Tableau Public OverviewTableau Public Overview
Tableau Public Overview
 
The briefing room how data visualization enhances the news
The briefing room   how data visualization enhances the newsThe briefing room   how data visualization enhances the news
The briefing room how data visualization enhances the news
 
7 Lessons from the Pioneers of Data Visualization
7 Lessons from the Pioneers of Data Visualization7 Lessons from the Pioneers of Data Visualization
7 Lessons from the Pioneers of Data Visualization
 
How to view your website stats in tableau
How to view your website stats in tableauHow to view your website stats in tableau
How to view your website stats in tableau
 
Data visualization new york 20130701
Data visualization new york 20130701Data visualization new york 20130701
Data visualization new york 20130701
 
Beyond the written word - visual data in journalism IRE 2013
Beyond the written word - visual data in journalism IRE 2013Beyond the written word - visual data in journalism IRE 2013
Beyond the written word - visual data in journalism IRE 2013
 
Tableau tech activist conference
Tableau   tech activist conferenceTableau   tech activist conference
Tableau tech activist conference
 
My week at 12
My week at 12My week at 12
My week at 12
 
How to create a tableau waterfall chart
How to create a tableau waterfall chartHow to create a tableau waterfall chart
How to create a tableau waterfall chart
 

Último

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
giselly40
 

Último (20)

GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 

Data Viz for Academic Research