SlideShare a Scribd company logo
1 of 23
Download to read offline
A 5MIN CASE STUDY OF

VISUALIZING (NON-OPEN)
   GOVERNMENT DATA

    Sébastien Pierre, FFunction inc.
      @Open Data Exchange 2013


            www.ffctn.com


             © FFUNCTION INC, 2013     WWW.FFCTN.COM
INFOGRAPHIC : SE7EN SUMMITS




      © FFUNCTION INC, 2013   WWW.FFCTN.COM
GOOGE DATAVIZ CHALLENGE 2010 (FINALIST)




            © FFUNCTION INC, 2013         WWW.FFCTN.COM
NATIONAL GEOGRAPHIC SOCIETY'S PROJECTS




            © FFUNCTION INC, 2013        WWW.FFCTN.COM
2008             2010                2012
Expense          Montréal            Québec
Visualizer       Ouvert              Ouvert




             © FFUNCTION INC, 2013            WWW.FFCTN.COM
2008
 Canadian Federal
Travel & Hospitality
     Expenses




    © FFUNCTION INC, 2013   WWW.FFCTN.COM
DEPARTMENT




  PERSON/ROLE




TRAVEL/HOSPITALITY
                                     GUIDELINE ($)
    EXPENSE ($)




             © FFUNCTION INC, 2013                   WWW.FFCTN.COM
22Mb SQL file
 scraped by citizens
(available on Github)




  © FFUNCTION INC, 2013   WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
I just found out the 5 top spending
Federal depts, check it out at
http://ur1.ca/a3spt




       © FFUNCTION INC, 2013          WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
© FFUNCTION INC, 2013   WWW.FFCTN.COM
Cumulative spending




     TRENDS ONLY BECOME APPARENT
WITH THE PROPER MODE OF REPRESENTATION




             Monthly spending
              © FFUNCTION INC, 2013      WWW.FFCTN.COM
PROBLEMS IN THE DATA QUALITY
      BECOME VISIBLE




        © FFUNCTION INC, 2013   WWW.FFCTN.COM
THINGS YOU WOULD EXPECT
ARE NOT NECESSARILY THERE




              Spending of ministers for all departments

                             © FFUNCTION INC, 2013        WWW.FFCTN.COM
... BUT IS THIS DUE TO THE DATA OR
DO FEW MINISTERS FILE EXPENSES?




                   Spending of ministers for all departments

                                  © FFUNCTION INC, 2013        WWW.FFCTN.COM
SCRAPED DATA                TIME CONSUMING


IS NOT                      NO QUALITY ASSESSMENT

OPEN DATA                   FEW/NO UPDATES




               © FFUNCTION INC, 2013          WWW.FFCTN.COM
SCRAPED DATA                Scraped data cannot be
                            used for analysis, and
IS NOT                      the development effort
                            can be wasted if the
OPEN DATA                   data is not published later.




               © FFUNCTION INC, 2013              WWW.FFCTN.COM
CHICKEN & EGG
                       Do we have to wait for
                       open-data to be
                       published, or do we go




?
                       ahead with scraped data?



                       CONTINUITY
                       If so, will the government
                       commit to opening up the data
                       if an application is built by
                       citizens on their own free time?


    © FFUNCTION INC, 2013                    WWW.FFCTN.COM
THANK
           YOU!

sebastien@ffctn.com / @ffunction


    WWW.FFCTN.COM

           © FFUNCTION INC, 2013   WWW.FFCTN.COM

More Related Content

Similar to Visualizing Government Data. Sebastien Pierre, FFunction, ffctn.com

Ffctn hackons la-corruption
Ffctn hackons la-corruptionFfctn hackons la-corruption
Ffctn hackons la-corruptionmontrealouvert
 
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business Outcomes
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business OutcomesSplunk Discovery Köln - 17-01-2020 - Turning Data Into Business Outcomes
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business OutcomesSplunk
 
Turning Data into Business outcomes
Turning Data into Business outcomes Turning Data into Business outcomes
Turning Data into Business outcomes Splunk
 
Turning Data into Business outcomes
Turning Data into Business outcomes Turning Data into Business outcomes
Turning Data into Business outcomes Splunk
 
Turning Data Into Business Outcomes with the Splunk Platform
Turning Data Into Business Outcomes with the Splunk PlatformTurning Data Into Business Outcomes with the Splunk Platform
Turning Data Into Business Outcomes with the Splunk PlatformSplunk
 
Mit der Splunk Plattform Daten in Mehrwert umwandeln
Mit der Splunk Plattform Daten in Mehrwert umwandelnMit der Splunk Plattform Daten in Mehrwert umwandeln
Mit der Splunk Plattform Daten in Mehrwert umwandelnSplunk
 
IT data solutions for building safe and sound towns
IT data solutions for building safe and sound townsIT data solutions for building safe and sound towns
IT data solutions for building safe and sound townsELSOUL, INC.
 
Jicaen 180220070037
Jicaen 180220070037Jicaen 180220070037
Jicaen 180220070037Mason Hoang
 
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...James Beeksma
 
Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Splunk
 
Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Splunk
 
Information Architecture in Mobile
Information Architecture in MobileInformation Architecture in Mobile
Information Architecture in MobileLazar Petrakiev
 
Abenteuer bei Monitoring und Troubleshooting
Abenteuer bei Monitoring und TroubleshootingAbenteuer bei Monitoring und Troubleshooting
Abenteuer bei Monitoring und TroubleshootingSplunk
 
Engaging your customers through Mobile platforms
Engaging your customers through Mobile platformsEngaging your customers through Mobile platforms
Engaging your customers through Mobile platformsTony Phukan
 
Web Performance Without Sacrificing Security: Featuring Forrester Guest Speaker
Web Performance Without Sacrificing Security: Featuring Forrester Guest SpeakerWeb Performance Without Sacrificing Security: Featuring Forrester Guest Speaker
Web Performance Without Sacrificing Security: Featuring Forrester Guest SpeakerCloudflare
 
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)planittesting
 
Windows Phone Public Sector
Windows Phone Public SectorWindows Phone Public Sector
Windows Phone Public SectorFrank La Vigne
 
Is it harder to find a taxi when it is raining?
Is it harder to find a taxi when it is raining? Is it harder to find a taxi when it is raining?
Is it harder to find a taxi when it is raining? Wilfried Hoge
 
Machine Learning in Action
Machine Learning in ActionMachine Learning in Action
Machine Learning in ActionSplunk
 

Similar to Visualizing Government Data. Sebastien Pierre, FFunction, ffctn.com (20)

Ffctn hackons la-corruption
Ffctn hackons la-corruptionFfctn hackons la-corruption
Ffctn hackons la-corruption
 
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business Outcomes
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business OutcomesSplunk Discovery Köln - 17-01-2020 - Turning Data Into Business Outcomes
Splunk Discovery Köln - 17-01-2020 - Turning Data Into Business Outcomes
 
Turning Data into Business outcomes
Turning Data into Business outcomes Turning Data into Business outcomes
Turning Data into Business outcomes
 
Turning Data into Business outcomes
Turning Data into Business outcomes Turning Data into Business outcomes
Turning Data into Business outcomes
 
Turning Data Into Business Outcomes with the Splunk Platform
Turning Data Into Business Outcomes with the Splunk PlatformTurning Data Into Business Outcomes with the Splunk Platform
Turning Data Into Business Outcomes with the Splunk Platform
 
Mit der Splunk Plattform Daten in Mehrwert umwandeln
Mit der Splunk Plattform Daten in Mehrwert umwandelnMit der Splunk Plattform Daten in Mehrwert umwandeln
Mit der Splunk Plattform Daten in Mehrwert umwandeln
 
IT data solutions for building safe and sound towns
IT data solutions for building safe and sound townsIT data solutions for building safe and sound towns
IT data solutions for building safe and sound towns
 
Jicaen 180220070037
Jicaen 180220070037Jicaen 180220070037
Jicaen 180220070037
 
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...
Traffic Duco - Presentation Vegas Conference - Enabling Regional Traffic Data...
 
Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting
 
Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting Adventures in Monitoring and Troubleshooting
Adventures in Monitoring and Troubleshooting
 
Information Architecture in Mobile
Information Architecture in MobileInformation Architecture in Mobile
Information Architecture in Mobile
 
Abenteuer bei Monitoring und Troubleshooting
Abenteuer bei Monitoring und TroubleshootingAbenteuer bei Monitoring und Troubleshooting
Abenteuer bei Monitoring und Troubleshooting
 
Engaging your customers through Mobile platforms
Engaging your customers through Mobile platformsEngaging your customers through Mobile platforms
Engaging your customers through Mobile platforms
 
Web Performance Without Sacrificing Security: Featuring Forrester Guest Speaker
Web Performance Without Sacrificing Security: Featuring Forrester Guest SpeakerWeb Performance Without Sacrificing Security: Featuring Forrester Guest Speaker
Web Performance Without Sacrificing Security: Featuring Forrester Guest Speaker
 
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)
Cloudy with a Chance of Performance (NZ Tech Day - Presentation 6)
 
10. PI_Dunton - OT Security.pdf
10. PI_Dunton - OT Security.pdf10. PI_Dunton - OT Security.pdf
10. PI_Dunton - OT Security.pdf
 
Windows Phone Public Sector
Windows Phone Public SectorWindows Phone Public Sector
Windows Phone Public Sector
 
Is it harder to find a taxi when it is raining?
Is it harder to find a taxi when it is raining? Is it harder to find a taxi when it is raining?
Is it harder to find a taxi when it is raining?
 
Machine Learning in Action
Machine Learning in ActionMachine Learning in Action
Machine Learning in Action
 

More from Trudat

How journalists and open data folks can better work together. Roberto Rocha
How journalists and open data folks can better work together.  Roberto RochaHow journalists and open data folks can better work together.  Roberto Rocha
How journalists and open data folks can better work together. Roberto RochaTrudat
 
Open Data Startups. Heri Rakotomalala, @heri
Open Data Startups. Heri Rakotomalala, @heriOpen Data Startups. Heri Rakotomalala, @heri
Open Data Startups. Heri Rakotomalala, @heriTrudat
 
Montreal 1947, From Above. Anton Dubrau. cat-bus.com
Montreal 1947, From Above. Anton Dubrau. cat-bus.comMontreal 1947, From Above. Anton Dubrau. cat-bus.com
Montreal 1947, From Above. Anton Dubrau. cat-bus.comTrudat
 
Open Data in Neuroscience, Trevor Bekolay
Open Data in Neuroscience, Trevor BekolayOpen Data in Neuroscience, Trevor Bekolay
Open Data in Neuroscience, Trevor BekolayTrudat
 
Ecohack pitch. Alex Aylett
Ecohack pitch. Alex AylettEcohack pitch. Alex Aylett
Ecohack pitch. Alex AylettTrudat
 
3. gendreau, christian
3. gendreau, christian3. gendreau, christian
3. gendreau, christianTrudat
 
Linking the Open Data? by Petko Valtchev
Linking the Open Data? by Petko ValtchevLinking the Open Data? by Petko Valtchev
Linking the Open Data? by Petko ValtchevTrudat
 
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...Trudat
 
Open Data in Science. Corey Chivers
Open Data in Science. Corey ChiversOpen Data in Science. Corey Chivers
Open Data in Science. Corey ChiversTrudat
 
Value of Open Data: IATI. Michael Roberts
Value of Open Data: IATI. Michael RobertsValue of Open Data: IATI. Michael Roberts
Value of Open Data: IATI. Michael RobertsTrudat
 
Open Data business examples - Michael Lenczner
Open Data business examples - Michael LencznerOpen Data business examples - Michael Lenczner
Open Data business examples - Michael LencznerTrudat
 

More from Trudat (11)

How journalists and open data folks can better work together. Roberto Rocha
How journalists and open data folks can better work together.  Roberto RochaHow journalists and open data folks can better work together.  Roberto Rocha
How journalists and open data folks can better work together. Roberto Rocha
 
Open Data Startups. Heri Rakotomalala, @heri
Open Data Startups. Heri Rakotomalala, @heriOpen Data Startups. Heri Rakotomalala, @heri
Open Data Startups. Heri Rakotomalala, @heri
 
Montreal 1947, From Above. Anton Dubrau. cat-bus.com
Montreal 1947, From Above. Anton Dubrau. cat-bus.comMontreal 1947, From Above. Anton Dubrau. cat-bus.com
Montreal 1947, From Above. Anton Dubrau. cat-bus.com
 
Open Data in Neuroscience, Trevor Bekolay
Open Data in Neuroscience, Trevor BekolayOpen Data in Neuroscience, Trevor Bekolay
Open Data in Neuroscience, Trevor Bekolay
 
Ecohack pitch. Alex Aylett
Ecohack pitch. Alex AylettEcohack pitch. Alex Aylett
Ecohack pitch. Alex Aylett
 
3. gendreau, christian
3. gendreau, christian3. gendreau, christian
3. gendreau, christian
 
Linking the Open Data? by Petko Valtchev
Linking the Open Data? by Petko ValtchevLinking the Open Data? by Petko Valtchev
Linking the Open Data? by Petko Valtchev
 
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...
Thinking infrastructurally. Panel 3: Future Avenues for Open Data. Tracey P. ...
 
Open Data in Science. Corey Chivers
Open Data in Science. Corey ChiversOpen Data in Science. Corey Chivers
Open Data in Science. Corey Chivers
 
Value of Open Data: IATI. Michael Roberts
Value of Open Data: IATI. Michael RobertsValue of Open Data: IATI. Michael Roberts
Value of Open Data: IATI. Michael Roberts
 
Open Data business examples - Michael Lenczner
Open Data business examples - Michael LencznerOpen Data business examples - Michael Lenczner
Open Data business examples - Michael Lenczner
 

Recently uploaded

Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 

Visualizing Government Data. Sebastien Pierre, FFunction, ffctn.com

  • 1. A 5MIN CASE STUDY OF VISUALIZING (NON-OPEN) GOVERNMENT DATA Sébastien Pierre, FFunction inc. @Open Data Exchange 2013 www.ffctn.com © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 2. INFOGRAPHIC : SE7EN SUMMITS © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 3. GOOGE DATAVIZ CHALLENGE 2010 (FINALIST) © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 4. NATIONAL GEOGRAPHIC SOCIETY'S PROJECTS © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 5. 2008 2010 2012 Expense Montréal Québec Visualizer Ouvert Ouvert © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 6. 2008 Canadian Federal Travel & Hospitality Expenses © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 7. DEPARTMENT PERSON/ROLE TRAVEL/HOSPITALITY GUIDELINE ($) EXPENSE ($) © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 8. 22Mb SQL file scraped by citizens (available on Github) © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 9. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 10. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 11. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 12. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 13. I just found out the 5 top spending Federal depts, check it out at http://ur1.ca/a3spt © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 14. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 15. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 16. Cumulative spending TRENDS ONLY BECOME APPARENT WITH THE PROPER MODE OF REPRESENTATION Monthly spending © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 17. PROBLEMS IN THE DATA QUALITY BECOME VISIBLE © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 18. THINGS YOU WOULD EXPECT ARE NOT NECESSARILY THERE Spending of ministers for all departments © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 19. ... BUT IS THIS DUE TO THE DATA OR DO FEW MINISTERS FILE EXPENSES? Spending of ministers for all departments © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 20. SCRAPED DATA TIME CONSUMING IS NOT NO QUALITY ASSESSMENT OPEN DATA FEW/NO UPDATES © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 21. SCRAPED DATA Scraped data cannot be used for analysis, and IS NOT the development effort can be wasted if the OPEN DATA data is not published later. © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 22. CHICKEN & EGG Do we have to wait for open-data to be published, or do we go ? ahead with scraped data? CONTINUITY If so, will the government commit to opening up the data if an application is built by citizens on their own free time? © FFUNCTION INC, 2013 WWW.FFCTN.COM
  • 23. THANK YOU! sebastien@ffctn.com / @ffunction WWW.FFCTN.COM © FFUNCTION INC, 2013 WWW.FFCTN.COM