SlideShare a Scribd company logo
1 of 24
Download to read offline
Visualization tools for
Open Government Data
Alvaro Graves and James Hendler
@alvarograves - @jahendler
gravea3@rpi.edu - hendler@cs.rpi.edu
Tetherless World Constellation
Rensselaer Polytechnic Institute
1
Saturday, June 22, 13
Agenda
• Challenges for Open Government Data
• Identifying stakeholders
• Soluition developed
• Conclusions
2
Saturday, June 22, 13
Challenges for Open
Government Data
3
Saturday, June 22, 13
Open Data is everywhere!
• Over 1.000.000 datasets from national and local
governments
• Lots of information about education, health, budgets,
transportation, etc.
4
Saturday, June 22, 13
Available ≠ Usable
• Although data can be accessed by many
people, few can use them
• For many tasks, data manipulation requires
knowledge in programming, statistics, etc.
5
Saturday, June 22, 13
Challenge
6
• What is needed for non-technical users to consume
and explore Open Government Data?
• How can we empower domain experts that lack
experience with Data?
Idea:
Use of visualizations can
make easier for people to consume data
Saturday, June 22, 13
WhyVisualizations?
• Visual inspection of data
is helpful
• It is easy to share and
consume for non data
experts
• Can help to detect
trends and outliers
7
Anscombe’s quartet
“Attractions in Berlin”
Saturday, June 22, 13
Identifying
stakeholders
8
Saturday, June 22, 13
Usage survey
• Asked information about what type of data
and how they use it
• Survey via social media
• Do you use visualizations?
• How important are certain features of
visualizations?
9
Saturday, June 22, 13
Results
10
Saturday, June 22, 13
Results
11
Saturday, June 22, 13
12
Results
Saturday, June 22, 13
Results
13
Saturday, June 22, 13
Interviews
• We know there is a need, but who are the
stakeholders of Open Government Data?
• 12 interviews with journalists, sociologists,
engineers, etc.
• Based on these interviews, we created a
series of Personas which represent
different groups of people
14
Saturday, June 22, 13
Five profiles
• Government data provider
• Government data consumer
• Researcher/Journalist
• Civil programmer
• Citizen
15
Focus on the first three.
Saturday, June 22, 13
Problem grouping
•Exploration
• Provenance and metadata questions
•Creation
• How to create a visualization?
•Repurposing
• How to reuse someone else’s visualization
16
We grouped the problems described during the interviews
based on several criteria
Saturday, June 22, 13
Solution developed
17
Saturday, June 22, 13
Back to the first question....
• How can we empower citizens that are experts in certain
areas but lack experience with data?
• Tools that:
• Facilitate creation of visualizations
• Provide better exploratory mechanisms
• Ease sharing and viralization
• Allow repurposing of visualizations
18
Saturday, June 22, 13
Facilitate creation of
visualizations
• I want a tool where I can create a visualization
in, say, no more than 6 steps
• Need some rapid prototyping techniques
so user can obtain immediate feedback
19
Saturday, June 22, 13
Better exploratory
mechanisms
• Visualization by itself is not enough!
• Provide ways to understand how the
visualizations was processed
• Provide mechanism to obtain the URL of
the data used, when it was downloaded,
etc.
20
Saturday, June 22, 13
Ease sharing and
viralization
• Facilitate communication between Data
Providers and Data Consumers
• Visualizations should be easy to share via
the media people use more often
21
Saturday, June 22, 13
Allow repurpose of
visualizations
• Do not force users to start from scratch!
• Critical for Government Data Consumers
• Useful for exploring different approaches to
visualizations
22
Saturday, June 22, 13
Prototype
• Facilitates the creation
of visualizations based
on OGD
• Records and exposes
provenance
automatically
• Permits sharing and
repurposing of
visualizations
23
Saturday, June 22, 13
Conclusions
• We need better tools for OGD
• Visualizations are key in understanding
OGD without special training
• By identifying the needs and limitations of
stakeholders, we can build such tools
24gravea3@rpi.edu @alvarograves
Saturday, June 22, 13

More Related Content

More from Alvaro Graves

Democratizing Open Data
Democratizing Open DataDemocratizing Open Data
Democratizing Open Data
Alvaro Graves
 
Improving decision-making based on government data and visualizations
Improving decision-making based on government data and visualizationsImproving decision-making based on government data and visualizations
Improving decision-making based on government data and visualizations
Alvaro Graves
 
Creating web applications with LODSPeaKr
Creating web applications with LODSPeaKrCreating web applications with LODSPeaKr
Creating web applications with LODSPeaKr
Alvaro Graves
 
Publicando RDF y Linked Data con LODSPeaKr
Publicando RDF  y Linked Data con LODSPeaKrPublicando RDF  y Linked Data con LODSPeaKr
Publicando RDF y Linked Data con LODSPeaKr
Alvaro Graves
 
Open Data y participación ciudadana
Open Data y participación ciudadanaOpen Data y participación ciudadana
Open Data y participación ciudadana
Alvaro Graves
 
Web semántica y linked data la web como bd
Web semántica y linked data  la web como bdWeb semántica y linked data  la web como bd
Web semántica y linked data la web como bd
Alvaro Graves
 

More from Alvaro Graves (13)

Datos malos, robots tristes
Datos malos, robots tristesDatos malos, robots tristes
Datos malos, robots tristes
 
Democratizing Open Data
Democratizing Open DataDemocratizing Open Data
Democratizing Open Data
 
Creating visualizations using Linked Data
Creating visualizations using Linked DataCreating visualizations using Linked Data
Creating visualizations using Linked Data
 
Explotando la Web de Datos: Como crear aplicaciones usando Linked Open Data
Explotando la Web de Datos: Como crear aplicaciones usando Linked Open DataExplotando la Web de Datos: Como crear aplicaciones usando Linked Open Data
Explotando la Web de Datos: Como crear aplicaciones usando Linked Open Data
 
Improving decision-making based on government data and visualizations
Improving decision-making based on government data and visualizationsImproving decision-making based on government data and visualizations
Improving decision-making based on government data and visualizations
 
Creating web applications with LODSPeaKr
Creating web applications with LODSPeaKrCreating web applications with LODSPeaKr
Creating web applications with LODSPeaKr
 
Publicando RDF y Linked Data con LODSPeaKr
Publicando RDF  y Linked Data con LODSPeaKrPublicando RDF  y Linked Data con LODSPeaKr
Publicando RDF y Linked Data con LODSPeaKr
 
Open Data y participación ciudadana
Open Data y participación ciudadanaOpen Data y participación ciudadana
Open Data y participación ciudadana
 
Web semántica y linked data la web como bd
Web semántica y linked data  la web como bdWeb semántica y linked data  la web como bd
Web semántica y linked data la web como bd
 
LODSPeaKr - Use cases Lighting Talk
LODSPeaKr - Use cases Lighting TalkLODSPeaKr - Use cases Lighting Talk
LODSPeaKr - Use cases Lighting Talk
 
Publishing Linked Open Data in 15 minutes
Publishing Linked Open Data in 15 minutesPublishing Linked Open Data in 15 minutes
Publishing Linked Open Data in 15 minutes
 
TWC LOGD: A Portal for Linking Government Data
TWC LOGD: A Portal for Linking Government DataTWC LOGD: A Portal for Linking Government Data
TWC LOGD: A Portal for Linking Government Data
 
POMELo: A PML Online Editor
POMELo: A PML Online EditorPOMELo: A PML Online Editor
POMELo: A PML Online Editor
 

Recently uploaded

Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Recently uploaded (20)

Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
[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
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
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...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
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
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
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
 

Visualization tools for Open Government Data

  • 1. Visualization tools for Open Government Data Alvaro Graves and James Hendler @alvarograves - @jahendler gravea3@rpi.edu - hendler@cs.rpi.edu Tetherless World Constellation Rensselaer Polytechnic Institute 1 Saturday, June 22, 13
  • 2. Agenda • Challenges for Open Government Data • Identifying stakeholders • Soluition developed • Conclusions 2 Saturday, June 22, 13
  • 3. Challenges for Open Government Data 3 Saturday, June 22, 13
  • 4. Open Data is everywhere! • Over 1.000.000 datasets from national and local governments • Lots of information about education, health, budgets, transportation, etc. 4 Saturday, June 22, 13
  • 5. Available ≠ Usable • Although data can be accessed by many people, few can use them • For many tasks, data manipulation requires knowledge in programming, statistics, etc. 5 Saturday, June 22, 13
  • 6. Challenge 6 • What is needed for non-technical users to consume and explore Open Government Data? • How can we empower domain experts that lack experience with Data? Idea: Use of visualizations can make easier for people to consume data Saturday, June 22, 13
  • 7. WhyVisualizations? • Visual inspection of data is helpful • It is easy to share and consume for non data experts • Can help to detect trends and outliers 7 Anscombe’s quartet “Attractions in Berlin” Saturday, June 22, 13
  • 9. Usage survey • Asked information about what type of data and how they use it • Survey via social media • Do you use visualizations? • How important are certain features of visualizations? 9 Saturday, June 22, 13
  • 14. Interviews • We know there is a need, but who are the stakeholders of Open Government Data? • 12 interviews with journalists, sociologists, engineers, etc. • Based on these interviews, we created a series of Personas which represent different groups of people 14 Saturday, June 22, 13
  • 15. Five profiles • Government data provider • Government data consumer • Researcher/Journalist • Civil programmer • Citizen 15 Focus on the first three. Saturday, June 22, 13
  • 16. Problem grouping •Exploration • Provenance and metadata questions •Creation • How to create a visualization? •Repurposing • How to reuse someone else’s visualization 16 We grouped the problems described during the interviews based on several criteria Saturday, June 22, 13
  • 18. Back to the first question.... • How can we empower citizens that are experts in certain areas but lack experience with data? • Tools that: • Facilitate creation of visualizations • Provide better exploratory mechanisms • Ease sharing and viralization • Allow repurposing of visualizations 18 Saturday, June 22, 13
  • 19. Facilitate creation of visualizations • I want a tool where I can create a visualization in, say, no more than 6 steps • Need some rapid prototyping techniques so user can obtain immediate feedback 19 Saturday, June 22, 13
  • 20. Better exploratory mechanisms • Visualization by itself is not enough! • Provide ways to understand how the visualizations was processed • Provide mechanism to obtain the URL of the data used, when it was downloaded, etc. 20 Saturday, June 22, 13
  • 21. Ease sharing and viralization • Facilitate communication between Data Providers and Data Consumers • Visualizations should be easy to share via the media people use more often 21 Saturday, June 22, 13
  • 22. Allow repurpose of visualizations • Do not force users to start from scratch! • Critical for Government Data Consumers • Useful for exploring different approaches to visualizations 22 Saturday, June 22, 13
  • 23. Prototype • Facilitates the creation of visualizations based on OGD • Records and exposes provenance automatically • Permits sharing and repurposing of visualizations 23 Saturday, June 22, 13
  • 24. Conclusions • We need better tools for OGD • Visualizations are key in understanding OGD without special training • By identifying the needs and limitations of stakeholders, we can build such tools 24gravea3@rpi.edu @alvarograves Saturday, June 22, 13