SlideShare a Scribd company logo
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
2
Out of the Spreadsheet & into the
Community
Rahul Bhargava , rahulb@mit.edu , @rahulbot
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
3
Motivations
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
4
Measuring Impact
your project
+ =
measurement data
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
5
Measuring Impact Together
your project
+ =
measurement data
definition
collection
analysis
presentation
Opportunities for participation!
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
6
Going from Data to Story Together
Asking
Questions
Finding
the Data
Finding a
Story
Telling
Your Story
Trying it
Out
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
7
Going from Data to Story Together: Example #1
Asking
Questions
Finding
the Data
Finding a
Story
Telling
Your Story
Trying it
Out
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
8
Asking Questions Together is Hard
All the trees in Somerville, MA, USA
Data from the city of Somerville
Scraped by Rahul Bhargava
Presented via Microsoft Excel
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
9
Asking Questions Together with WTFcsv
Presented via
wtfcsv.databasic.io
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
10
Going from Data to Story Together: Example #2
Asking
Questions
Finding
the Data
Finding a
Story
Telling
Your Story
Trying it
Out
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
11
Telling Your Story Together: Data Murals
Created by youth from Groundwork Somerville, facilitated by Emily and Rahul Bhargava
“The numbers tell a story”
“Someone cared enough to do [the mural], and it benefits everyone”
“I’ve never made [an infographic], now I totally feel like I could. I’m inspired.”
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
12
The Data Mural Process
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
13
Make This Whole Process Participatory
Asking
Questions
Finding
the Data
Finding a
Story
Telling
Your Story
Trying it
Out
• Brainstorming questions to ask
• Looking for stories in data
• Making a data storybook
• Building data sculptures
• Practice convincing diverse audiences
• And more…
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
14
Impact Data is an Opportunity
Out of the Spreadsheet & into
the Community
TICTec 2016
Rahul Bhargava
rahulb@mit.edu
15
Next Steps
• Checkout datatherapy.org for more ideas
• Contact me: rahulb@mit.edu, @rahulbot

More Related Content

What's hot

Pynx - A Civic Engagement Tool
Pynx - A Civic Engagement ToolPynx - A Civic Engagement Tool
Pynx - A Civic Engagement ToolBrandon Stokes
 
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...mysociety
 
Presentation at board DKV Seguros
Presentation at board DKV SegurosPresentation at board DKV Seguros
Presentation at board DKV Segurososimod
 
Open data for aid and development
Open data for aid and developmentOpen data for aid and development
Open data for aid and developmentmysociety
 
Amplifying citizen voices and driving civic tech usage through mainstream media
Amplifying citizen voices and driving civic tech usage through mainstream mediaAmplifying citizen voices and driving civic tech usage through mainstream media
Amplifying citizen voices and driving civic tech usage through mainstream mediamysociety
 
A field guide to civic tech
A field guide to civic techA field guide to civic tech
A field guide to civic techMatt Stempeck
 
Social Media in the Federal Community: Perceptions and Usage Among Government...
Social Media in the Federal Community: Perceptions and Usage Among Government...Social Media in the Federal Community: Perceptions and Usage Among Government...
Social Media in the Federal Community: Perceptions and Usage Among Government...Market Connections, Inc.
 
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...Smart Chicago Collaborative
 
BledCom 2013: Towards a connected government
BledCom 2013: Towards a connected governmentBledCom 2013: Towards a connected government
BledCom 2013: Towards a connected governmentBruno Amaral
 
Finding a Foothold: How Nonprofit News Ventures Seek Sustainability
Finding a Foothold: How Nonprofit News Ventures Seek SustainabilityFinding a Foothold: How Nonprofit News Ventures Seek Sustainability
Finding a Foothold: How Nonprofit News Ventures Seek SustainabilityKnight Foundation
 
Od2010 conference
Od2010 conferenceOd2010 conference
Od2010 conferenceosimod
 
From the ideal to the real: Top 20 lessons learned from scaling up innovation...
From the ideal to the real: Top 20 lessons learned from scaling up innovation...From the ideal to the real: Top 20 lessons learned from scaling up innovation...
From the ideal to the real: Top 20 lessons learned from scaling up innovation...Soren Gigler
 
Using Minecraft for community engagement and public space design
Using Minecraft for community engagement and public space designUsing Minecraft for community engagement and public space design
Using Minecraft for community engagement and public space designmysociety
 
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...Rebecca Nathanson
 
Opening Up Development-
Opening Up Development- Opening Up Development-
Opening Up Development- Soren Gigler
 
BlackComputeHER 2018: Open Source and Data for Social Justice
BlackComputeHER 2018: Open Source and Data for Social JusticeBlackComputeHER 2018: Open Source and Data for Social Justice
BlackComputeHER 2018: Open Source and Data for Social JusticeRosario (Rose) Robinson, MSc
 
Startup.gov: Reworking Government Through Technical Innovation
Startup.gov: Reworking Government Through Technical InnovationStartup.gov: Reworking Government Through Technical Innovation
Startup.gov: Reworking Government Through Technical InnovationSarah Granger
 
A Data-Driven Digital Inclusion Strategy for Gigabit Cities
A Data-Driven Digital Inclusion Strategy for Gigabit CitiesA Data-Driven Digital Inclusion Strategy for Gigabit Cities
A Data-Driven Digital Inclusion Strategy for Gigabit CitiesDenise Linn Riedl
 
Open Government: Are We There Yet?
Open Government: Are We There Yet?Open Government: Are We There Yet?
Open Government: Are We There Yet?Sarah Granger
 
CM10 Gov. 2.0 Dustin Haisler
CM10 Gov. 2.0 Dustin HaislerCM10 Gov. 2.0 Dustin Haisler
CM10 Gov. 2.0 Dustin HaislerCommunityMatters
 

What's hot (20)

Pynx - A Civic Engagement Tool
Pynx - A Civic Engagement ToolPynx - A Civic Engagement Tool
Pynx - A Civic Engagement Tool
 
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...
[Design Sprint Workshop] Engagement Metrics for Social Impact: Alisa Zomer (M...
 
Presentation at board DKV Seguros
Presentation at board DKV SegurosPresentation at board DKV Seguros
Presentation at board DKV Seguros
 
Open data for aid and development
Open data for aid and developmentOpen data for aid and development
Open data for aid and development
 
Amplifying citizen voices and driving civic tech usage through mainstream media
Amplifying citizen voices and driving civic tech usage through mainstream mediaAmplifying citizen voices and driving civic tech usage through mainstream media
Amplifying citizen voices and driving civic tech usage through mainstream media
 
A field guide to civic tech
A field guide to civic techA field guide to civic tech
A field guide to civic tech
 
Social Media in the Federal Community: Perceptions and Usage Among Government...
Social Media in the Federal Community: Perceptions and Usage Among Government...Social Media in the Federal Community: Perceptions and Usage Among Government...
Social Media in the Federal Community: Perceptions and Usage Among Government...
 
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...
Experimental Modes of Civic Engagement in Civic Tech: Meeting people where th...
 
BledCom 2013: Towards a connected government
BledCom 2013: Towards a connected governmentBledCom 2013: Towards a connected government
BledCom 2013: Towards a connected government
 
Finding a Foothold: How Nonprofit News Ventures Seek Sustainability
Finding a Foothold: How Nonprofit News Ventures Seek SustainabilityFinding a Foothold: How Nonprofit News Ventures Seek Sustainability
Finding a Foothold: How Nonprofit News Ventures Seek Sustainability
 
Od2010 conference
Od2010 conferenceOd2010 conference
Od2010 conference
 
From the ideal to the real: Top 20 lessons learned from scaling up innovation...
From the ideal to the real: Top 20 lessons learned from scaling up innovation...From the ideal to the real: Top 20 lessons learned from scaling up innovation...
From the ideal to the real: Top 20 lessons learned from scaling up innovation...
 
Using Minecraft for community engagement and public space design
Using Minecraft for community engagement and public space designUsing Minecraft for community engagement and public space design
Using Minecraft for community engagement and public space design
 
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...
Partnering with Tech: Insights from a Planner inside a Tech Consulting Compan...
 
Opening Up Development-
Opening Up Development- Opening Up Development-
Opening Up Development-
 
BlackComputeHER 2018: Open Source and Data for Social Justice
BlackComputeHER 2018: Open Source and Data for Social JusticeBlackComputeHER 2018: Open Source and Data for Social Justice
BlackComputeHER 2018: Open Source and Data for Social Justice
 
Startup.gov: Reworking Government Through Technical Innovation
Startup.gov: Reworking Government Through Technical InnovationStartup.gov: Reworking Government Through Technical Innovation
Startup.gov: Reworking Government Through Technical Innovation
 
A Data-Driven Digital Inclusion Strategy for Gigabit Cities
A Data-Driven Digital Inclusion Strategy for Gigabit CitiesA Data-Driven Digital Inclusion Strategy for Gigabit Cities
A Data-Driven Digital Inclusion Strategy for Gigabit Cities
 
Open Government: Are We There Yet?
Open Government: Are We There Yet?Open Government: Are We There Yet?
Open Government: Are We There Yet?
 
CM10 Gov. 2.0 Dustin Haisler
CM10 Gov. 2.0 Dustin HaislerCM10 Gov. 2.0 Dustin Haisler
CM10 Gov. 2.0 Dustin Haisler
 

Similar to Out of the spreadsheet and into the community: finding data-driven stories with data novices

From Data to Argument
From Data to ArgumentFrom Data to Argument
From Data to Argumentrahulbot
 
Digitizing Your Impact | 2020 Hunger and Poverty Conference
Digitizing Your Impact | 2020 Hunger and Poverty ConferenceDigitizing Your Impact | 2020 Hunger and Poverty Conference
Digitizing Your Impact | 2020 Hunger and Poverty ConferenceTiasiaOBrien
 
Data Architecture Strategies: The Rise of the Graph Database
Data Architecture Strategies: The Rise of the Graph DatabaseData Architecture Strategies: The Rise of the Graph Database
Data Architecture Strategies: The Rise of the Graph DatabaseDATAVERSITY
 
Data analytics for university students
Data analytics for university studentsData analytics for university students
Data analytics for university studentsTableau Software
 
A.-Planning-and-WPS-Office - Empowerment Technology.pptx
A.-Planning-and-WPS-Office - Empowerment Technology.pptxA.-Planning-and-WPS-Office - Empowerment Technology.pptx
A.-Planning-and-WPS-Office - Empowerment Technology.pptxChristianZapico1
 
Empowering those that don't "speak" data
Empowering those that don't "speak" dataEmpowering those that don't "speak" data
Empowering those that don't "speak" datarahulbot
 
Poynter lesson 4
Poynter lesson 4Poynter lesson 4
Poynter lesson 4Ray Poynter
 
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...Lora Aroyo
 
Grounded theory meets big data: One way to marry ethnography and digital methods
Grounded theory meets big data: One way to marry ethnography and digital methodsGrounded theory meets big data: One way to marry ethnography and digital methods
Grounded theory meets big data: One way to marry ethnography and digital methodsCitizens in the Making
 
Data Analytics Club Profile 2016 - 2017
Data Analytics Club Profile 2016 - 2017Data Analytics Club Profile 2016 - 2017
Data Analytics Club Profile 2016 - 2017Hizkia Febianto
 
Empowering People with Data
Empowering People with DataEmpowering People with Data
Empowering People with Datarahulbot
 
Finding and communcating the story in complex data streams - Lesson 4 of 6
Finding and communcating the story in complex data streams - Lesson 4 of 6Finding and communcating the story in complex data streams - Lesson 4 of 6
Finding and communcating the story in complex data streams - Lesson 4 of 6Ray Poynter
 
Tips to Become a Better Data Analyst - Data+Women Germany
Tips to Become a Better Data Analyst - Data+Women GermanyTips to Become a Better Data Analyst - Data+Women Germany
Tips to Become a Better Data Analyst - Data+Women GermanySarah Bartlett
 
US Conference of Mayors_Cities of Learning_final
US Conference of Mayors_Cities of Learning_finalUS Conference of Mayors_Cities of Learning_final
US Conference of Mayors_Cities of Learning_finalDon Baylor
 
Social Media Analytics and Measurement - The Internet Show April 2014
Social Media Analytics and Measurement - The Internet Show April 2014Social Media Analytics and Measurement - The Internet Show April 2014
Social Media Analytics and Measurement - The Internet Show April 2014Reading Room
 
Storytelling with Data (Global Engagement Summit at Northwestern University 2...
Storytelling with Data (Global Engagement Summit at Northwestern University 2...Storytelling with Data (Global Engagement Summit at Northwestern University 2...
Storytelling with Data (Global Engagement Summit at Northwestern University 2...Sara Hooker
 
Creative founder pre pitch: The Repository
Creative founder pre pitch: The RepositoryCreative founder pre pitch: The Repository
Creative founder pre pitch: The RepositoryAlex Hyun A. Shon
 
Identifying Influencers on Social Media Using Social Network Analysis
Identifying Influencers on Social Media Using Social Network AnalysisIdentifying Influencers on Social Media Using Social Network Analysis
Identifying Influencers on Social Media Using Social Network AnalysisFelipe Bonow Soares
 
Data Therapy: Telling Your Story Well
Data Therapy: Telling Your Story WellData Therapy: Telling Your Story Well
Data Therapy: Telling Your Story Wellrahulbot
 

Similar to Out of the spreadsheet and into the community: finding data-driven stories with data novices (20)

From Data to Argument
From Data to ArgumentFrom Data to Argument
From Data to Argument
 
Digitizing Your Impact | 2020 Hunger and Poverty Conference
Digitizing Your Impact | 2020 Hunger and Poverty ConferenceDigitizing Your Impact | 2020 Hunger and Poverty Conference
Digitizing Your Impact | 2020 Hunger and Poverty Conference
 
Data Architecture Strategies: The Rise of the Graph Database
Data Architecture Strategies: The Rise of the Graph DatabaseData Architecture Strategies: The Rise of the Graph Database
Data Architecture Strategies: The Rise of the Graph Database
 
Data analytics for university students
Data analytics for university studentsData analytics for university students
Data analytics for university students
 
A.-Planning-and-WPS-Office - Empowerment Technology.pptx
A.-Planning-and-WPS-Office - Empowerment Technology.pptxA.-Planning-and-WPS-Office - Empowerment Technology.pptx
A.-Planning-and-WPS-Office - Empowerment Technology.pptx
 
Empowering those that don't "speak" data
Empowering those that don't "speak" dataEmpowering those that don't "speak" data
Empowering those that don't "speak" data
 
Poynter lesson 4
Poynter lesson 4Poynter lesson 4
Poynter lesson 4
 
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...
Lecture 4: How do we MINE, ANALYSE & VISUALISE the Social Web? (VU Amsterdam ...
 
Grounded theory meets big data: One way to marry ethnography and digital methods
Grounded theory meets big data: One way to marry ethnography and digital methodsGrounded theory meets big data: One way to marry ethnography and digital methods
Grounded theory meets big data: One way to marry ethnography and digital methods
 
Data Analytics Club Profile 2016 - 2017
Data Analytics Club Profile 2016 - 2017Data Analytics Club Profile 2016 - 2017
Data Analytics Club Profile 2016 - 2017
 
DataMind Pitch August 2013
DataMind Pitch August 2013DataMind Pitch August 2013
DataMind Pitch August 2013
 
Empowering People with Data
Empowering People with DataEmpowering People with Data
Empowering People with Data
 
Finding and communcating the story in complex data streams - Lesson 4 of 6
Finding and communcating the story in complex data streams - Lesson 4 of 6Finding and communcating the story in complex data streams - Lesson 4 of 6
Finding and communcating the story in complex data streams - Lesson 4 of 6
 
Tips to Become a Better Data Analyst - Data+Women Germany
Tips to Become a Better Data Analyst - Data+Women GermanyTips to Become a Better Data Analyst - Data+Women Germany
Tips to Become a Better Data Analyst - Data+Women Germany
 
US Conference of Mayors_Cities of Learning_final
US Conference of Mayors_Cities of Learning_finalUS Conference of Mayors_Cities of Learning_final
US Conference of Mayors_Cities of Learning_final
 
Social Media Analytics and Measurement - The Internet Show April 2014
Social Media Analytics and Measurement - The Internet Show April 2014Social Media Analytics and Measurement - The Internet Show April 2014
Social Media Analytics and Measurement - The Internet Show April 2014
 
Storytelling with Data (Global Engagement Summit at Northwestern University 2...
Storytelling with Data (Global Engagement Summit at Northwestern University 2...Storytelling with Data (Global Engagement Summit at Northwestern University 2...
Storytelling with Data (Global Engagement Summit at Northwestern University 2...
 
Creative founder pre pitch: The Repository
Creative founder pre pitch: The RepositoryCreative founder pre pitch: The Repository
Creative founder pre pitch: The Repository
 
Identifying Influencers on Social Media Using Social Network Analysis
Identifying Influencers on Social Media Using Social Network AnalysisIdentifying Influencers on Social Media Using Social Network Analysis
Identifying Influencers on Social Media Using Social Network Analysis
 
Data Therapy: Telling Your Story Well
Data Therapy: Telling Your Story WellData Therapy: Telling Your Story Well
Data Therapy: Telling Your Story Well
 

More from mysociety

Regulating Access to Information - Alex Parsons, mySociety (UK)
Regulating Access to Information - Alex Parsons, mySociety (UK)Regulating Access to Information - Alex Parsons, mySociety (UK)
Regulating Access to Information - Alex Parsons, mySociety (UK)mysociety
 
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...mysociety
 
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...mysociety
 
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)mysociety
 
Open data for local self governance: learnings from five Ukrainian cities - N...
Open data for local self governance: learnings from five Ukrainian cities - N...Open data for local self governance: learnings from five Ukrainian cities - N...
Open data for local self governance: learnings from five Ukrainian cities - N...mysociety
 
Digital Champions: community led development monitoring in Tanzania - Janet C...
Digital Champions: community led development monitoring in Tanzania - Janet C...Digital Champions: community led development monitoring in Tanzania - Janet C...
Digital Champions: community led development monitoring in Tanzania - Janet C...mysociety
 
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...mysociety
 
It takes two: when citizens and Congress Members deliberate online - Samantha...
It takes two: when citizens and Congress Members deliberate online - Samantha...It takes two: when citizens and Congress Members deliberate online - Samantha...
It takes two: when citizens and Congress Members deliberate online - Samantha...mysociety
 
Understanding the small hurdles that block community engagement, with behavio...
Understanding the small hurdles that block community engagement, with behavio...Understanding the small hurdles that block community engagement, with behavio...
Understanding the small hurdles that block community engagement, with behavio...mysociety
 
Our COVID consultation journey: from a small initiative to the desk of the pr...
Our COVID consultation journey: from a small initiative to the desk of the pr...Our COVID consultation journey: from a small initiative to the desk of the pr...
Our COVID consultation journey: from a small initiative to the desk of the pr...mysociety
 
Keeping track of open data in times of political change - David Zamora (Open ...
Keeping track of open data in times of political change - David Zamora (Open ...Keeping track of open data in times of political change - David Zamora (Open ...
Keeping track of open data in times of political change - David Zamora (Open ...mysociety
 
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)mysociety
 
Find that Charity: a tool to help find charities and improve charity data - D...
Find that Charity: a tool to help find charities and improve charity data - D...Find that Charity: a tool to help find charities and improve charity data - D...
Find that Charity: a tool to help find charities and improve charity data - D...mysociety
 
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...mysociety
 
How to monitor emergency procurement with open data: lessons from 12 countrie...
How to monitor emergency procurement with open data: lessons from 12 countrie...How to monitor emergency procurement with open data: lessons from 12 countrie...
How to monitor emergency procurement with open data: lessons from 12 countrie...mysociety
 
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...mysociety
 
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...Openly available air quality data: not just blue-sky thinking - Sruti Modekur...
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...mysociety
 
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...mysociety
 
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...mysociety
 
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...mysociety
 

More from mysociety (20)

Regulating Access to Information - Alex Parsons, mySociety (UK)
Regulating Access to Information - Alex Parsons, mySociety (UK)Regulating Access to Information - Alex Parsons, mySociety (UK)
Regulating Access to Information - Alex Parsons, mySociety (UK)
 
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...
Watch this space (and pay for it): Alaveteli-driven exposure of the misuse of...
 
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...
What are the effects of OpenStreetMapping on the mappers themselves? - Aishwo...
 
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)
#PlanTech and the geospatial ecosystem - Ben Fowkes (Delib)
 
Open data for local self governance: learnings from five Ukrainian cities - N...
Open data for local self governance: learnings from five Ukrainian cities - N...Open data for local self governance: learnings from five Ukrainian cities - N...
Open data for local self governance: learnings from five Ukrainian cities - N...
 
Digital Champions: community led development monitoring in Tanzania - Janet C...
Digital Champions: community led development monitoring in Tanzania - Janet C...Digital Champions: community led development monitoring in Tanzania - Janet C...
Digital Champions: community led development monitoring in Tanzania - Janet C...
 
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...
Don’t build it: a practical guide for those building Civic Tech - Luke Jordan...
 
It takes two: when citizens and Congress Members deliberate online - Samantha...
It takes two: when citizens and Congress Members deliberate online - Samantha...It takes two: when citizens and Congress Members deliberate online - Samantha...
It takes two: when citizens and Congress Members deliberate online - Samantha...
 
Understanding the small hurdles that block community engagement, with behavio...
Understanding the small hurdles that block community engagement, with behavio...Understanding the small hurdles that block community engagement, with behavio...
Understanding the small hurdles that block community engagement, with behavio...
 
Our COVID consultation journey: from a small initiative to the desk of the pr...
Our COVID consultation journey: from a small initiative to the desk of the pr...Our COVID consultation journey: from a small initiative to the desk of the pr...
Our COVID consultation journey: from a small initiative to the desk of the pr...
 
Keeping track of open data in times of political change - David Zamora (Open ...
Keeping track of open data in times of political change - David Zamora (Open ...Keeping track of open data in times of political change - David Zamora (Open ...
Keeping track of open data in times of political change - David Zamora (Open ...
 
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)
Civic tech vs. illicit pharmacies - Ibraheem Saleem (Code for Pakistan)
 
Find that Charity: a tool to help find charities and improve charity data - D...
Find that Charity: a tool to help find charities and improve charity data - D...Find that Charity: a tool to help find charities and improve charity data - D...
Find that Charity: a tool to help find charities and improve charity data - D...
 
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...
Civic tech for smartphone beginners: is the future binary? - Arran Leonard (I...
 
How to monitor emergency procurement with open data: lessons from 12 countrie...
How to monitor emergency procurement with open data: lessons from 12 countrie...How to monitor emergency procurement with open data: lessons from 12 countrie...
How to monitor emergency procurement with open data: lessons from 12 countrie...
 
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...
Accountability through petitions: Elections 2019 - Gaston Wright & Leandro As...
 
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...Openly available air quality data: not just blue-sky thinking - Sruti Modekur...
Openly available air quality data: not just blue-sky thinking - Sruti Modekur...
 
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...
How to last in civic tech (especially now) - Matthew Stempeck & Micah L. Sifr...
 
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...
Future of tech and democracy at the city of Reykjavík - Sigurlaug Anna Jóhann...
 
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...
Lessons learned from building democracy’s database - Stacy Henderson (Cicero,...
 

Recently uploaded

НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»QADay
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...Product School
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Thierry Lestable
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsPaul Groth
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform EngineeringJemma Hussein Allen
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...Sri Ambati
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Product School
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
 
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxAbida Shariff
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
 

Recently uploaded (20)

НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
Ransomware Mallox [EN].pdf
Ransomware         Mallox       [EN].pdfRansomware         Mallox       [EN].pdf
Ransomware Mallox [EN].pdf
 
Elevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object CalisthenicsElevating Tactical DDD Patterns Through Object Calisthenics
Elevating Tactical DDD Patterns Through Object Calisthenics
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical Futures
 

Out of the spreadsheet and into the community: finding data-driven stories with data novices

  • 1. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 2 Out of the Spreadsheet & into the Community Rahul Bhargava , rahulb@mit.edu , @rahulbot
  • 2. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 3 Motivations
  • 3. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 4 Measuring Impact your project + = measurement data
  • 4. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 5 Measuring Impact Together your project + = measurement data definition collection analysis presentation Opportunities for participation!
  • 5. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 6 Going from Data to Story Together Asking Questions Finding the Data Finding a Story Telling Your Story Trying it Out
  • 6. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 7 Going from Data to Story Together: Example #1 Asking Questions Finding the Data Finding a Story Telling Your Story Trying it Out
  • 7. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 8 Asking Questions Together is Hard All the trees in Somerville, MA, USA Data from the city of Somerville Scraped by Rahul Bhargava Presented via Microsoft Excel
  • 8. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 9 Asking Questions Together with WTFcsv Presented via wtfcsv.databasic.io
  • 9. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 10 Going from Data to Story Together: Example #2 Asking Questions Finding the Data Finding a Story Telling Your Story Trying it Out
  • 10. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 11 Telling Your Story Together: Data Murals Created by youth from Groundwork Somerville, facilitated by Emily and Rahul Bhargava “The numbers tell a story” “Someone cared enough to do [the mural], and it benefits everyone” “I’ve never made [an infographic], now I totally feel like I could. I’m inspired.”
  • 11. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 12 The Data Mural Process
  • 12. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 13 Make This Whole Process Participatory Asking Questions Finding the Data Finding a Story Telling Your Story Trying it Out • Brainstorming questions to ask • Looking for stories in data • Making a data storybook • Building data sculptures • Practice convincing diverse audiences • And more…
  • 13. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 14 Impact Data is an Opportunity
  • 14. Out of the Spreadsheet & into the Community TICTec 2016 Rahul Bhargava rahulb@mit.edu 15 Next Steps • Checkout datatherapy.org for more ideas • Contact me: rahulb@mit.edu, @rahulbot

Editor's Notes

  1. What is Civic Tech? We all share some motivations - engagement, empowerment, participation, community building, network building, public good
  2. Measurement produces data (qual and quant) So how do we apply these motivations to measuring the impact of these projects?
  3. Measurement produces data (qual and quant) So how do we apply these motivations to measuring the impact of these projects?
  4. So how do you make going from data to story participatory? A few examples: in analysis and presentation
  5. Start with asking questions
  6. Asking the right question? Typically data is locked in unfriendly formats and interfaces, and shared in boring ways
  7. WTFcsv is a tool we built to make the interfaces nicer, and the activity that goes with it makes the conversation better
  8. Now to telling your story
  9. Presenting a story? participatory data murals
  10. Workshop process
  11. Make this whole process participatory to channel our motivations
  12. High-tech or low-tech, ownership is key
  13. I have more on my website, but a call for more creative examples along this pipeline Let’s practice what we preach