SlideShare a Scribd company logo
Learn new
skills:
Introduction October 7, 2015
DataMaps
Analysis Community
P o s t H a i t i
“Haiti showed everyone that it is going to
be crucial to adopt and use these
technologies to make humanitarian work
better, faster and more efficient.”
- Adele Waugaman, senior director of
technology for United Nations and
Vodafone
www.DigitalHumanitarians.com
‫الرقمية‬ ‫اإلنسانية‬ ‫الشبكة‬
Learning and building over time
Haiti Earthquake
2010
Typhoon Haiyan
Philippines 2013
Indonesian
Preparedness
2012 - 2015
West African
Ebola Response
2014
MicroMappers Curate Damage Assessment Data
Timeline
2010 QCRI Created
2012 QCRI’s Social Innovation
Programme
2013
AIDR Development starts
MicroMappers Development starts
Uaviators Created
Typhoon Haiyan Response with UN
OCHA
2014
MicroMappers - Coconuts for
Computer Vision
UNICEF AIDR SMS - Zambia
Typhoon Hagupit Response
2015
WoRDE prototype with Translators
without Borders
Cyclone Pam (Vanuatu Response)
Nepal Earthquake Response
Kathmandu Living Labs – civic tech hubs/labs support
Partnerships and Coordination
Young Mappers in Indonesia, Bangladesh and the
United States of America
#DigiHumsQA
Exercise
The purpose of the session is to build a common language. Our goal is to
have geeks, humanitarians, researchers and residents learn some of the
basic words for emergencies. This type of tasks is one of the first things that
digital humanitarians do when there is an activation. We will use these
keywords for future events. (We’ll share the notes on the #digihumsQA
mailing list.)
1. Scenario 1:
There is a large explosion in Doha. What types of keywords and social media
tools/accounts will you use to track this? How can we organize to support the
local responders and affected communities?
2. Scenario 2:
There is an earthquake/tsunami in Indonesia. It is high on the Richter scale .
What are the keywords and social media tools/accounts that you would use
to track this?
How to stay involved
Join MicroMappers.org for future global emergency activations.
Join and keep learning every week via:
https://groups.google.com/forum/#!forum/digitalhumanitarians-qatar
Watch for more announcements via #digihumsQA #digihums,
@heatherleson @qatarcomputing and textontechs.com
Next Steps
Data Collection and Social Media for Emergencies (October 2015)
Maps and Data Visualization (November 2015)
Crisis Computing (Machine and Human Computing) (December 2015)
Thank you
Heather Leson
Hleson@qf.org.qa
@heatherleson
Textontechs.com

More Related Content

What's hot

ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant PurohitICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
Hemant Purohit
 
World-Wide Human Geography Data Working Group Update
World-Wide Human Geography Data Working Group UpdateWorld-Wide Human Geography Data Working Group Update
World-Wide Human Geography Data Working Group Update
MEASURE Evaluation
 
Civic Tech - Beyond the Talk, who's up for the walk?
Civic Tech - Beyond the Talk, who's up for the walk?Civic Tech - Beyond the Talk, who's up for the walk?
Civic Tech - Beyond the Talk, who's up for the walk?
Jorge G Coelho
 
Alper Çugun - The Rising Tide of Data
Alper Çugun - The Rising Tide of DataAlper Çugun - The Rising Tide of Data
Alper Çugun - The Rising Tide of Data
Mobile Monday Amsterdam
 
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the World
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the WorldBrainsharing: How Crowdsourcing Your Brain Cells Can Change the World
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the World
International Federation of Red Cross and Red Crescent Societies
 
Microsoft Kinect and Autism
Microsoft Kinect and AutismMicrosoft Kinect and Autism
Microsoft Kinect and Autism
Little Angels School
 
Hacking the New Volunteer
Hacking the New VolunteerHacking the New Volunteer
17 jan wfp_innovation_accelerator-oecd
17 jan wfp_innovation_accelerator-oecd17 jan wfp_innovation_accelerator-oecd
17 jan wfp_innovation_accelerator-oecd
Development Co-operation Directorate (DCD-DAC)
 
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
Comit Projects Ltd
 
Sahana Recent Brief 120109
Sahana Recent Brief 120109Sahana Recent Brief 120109
Sahana Recent Brief 120109
Mark Prutsalis
 
InSTEDD iCamp 2015
InSTEDD iCamp 2015InSTEDD iCamp 2015
InSTEDD iCamp 2015
InSTEDD iLab Southeast Asia
 
It’s hard to stand still on a moving train
It’s hard to stand still on a moving trainIt’s hard to stand still on a moving train
It’s hard to stand still on a moving train
Lowcus, LLC
 
IDEAS Global Challenge Fall Generator Dinner
IDEAS Global Challenge Fall Generator DinnerIDEAS Global Challenge Fall Generator Dinner
IDEAS Global Challenge Fall Generator Dinner
Rebecca Obounou
 
Critical suituation in an organization and managerial solution
Critical suituation in an organization and managerial solutionCritical suituation in an organization and managerial solution
Critical suituation in an organization and managerial solution
NivethithaMeenakshi
 

What's hot (14)

ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant PurohitICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
ICICT-15 keynote: Big Data Innovation for Social Impact, Hemant Purohit
 
World-Wide Human Geography Data Working Group Update
World-Wide Human Geography Data Working Group UpdateWorld-Wide Human Geography Data Working Group Update
World-Wide Human Geography Data Working Group Update
 
Civic Tech - Beyond the Talk, who's up for the walk?
Civic Tech - Beyond the Talk, who's up for the walk?Civic Tech - Beyond the Talk, who's up for the walk?
Civic Tech - Beyond the Talk, who's up for the walk?
 
Alper Çugun - The Rising Tide of Data
Alper Çugun - The Rising Tide of DataAlper Çugun - The Rising Tide of Data
Alper Çugun - The Rising Tide of Data
 
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the World
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the WorldBrainsharing: How Crowdsourcing Your Brain Cells Can Change the World
Brainsharing: How Crowdsourcing Your Brain Cells Can Change the World
 
Microsoft Kinect and Autism
Microsoft Kinect and AutismMicrosoft Kinect and Autism
Microsoft Kinect and Autism
 
Hacking the New Volunteer
Hacking the New VolunteerHacking the New Volunteer
Hacking the New Volunteer
 
17 jan wfp_innovation_accelerator-oecd
17 jan wfp_innovation_accelerator-oecd17 jan wfp_innovation_accelerator-oecd
17 jan wfp_innovation_accelerator-oecd
 
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
CD Spring 2018 - Humanitarian Support Challenge (Royal Engineers)
 
Sahana Recent Brief 120109
Sahana Recent Brief 120109Sahana Recent Brief 120109
Sahana Recent Brief 120109
 
InSTEDD iCamp 2015
InSTEDD iCamp 2015InSTEDD iCamp 2015
InSTEDD iCamp 2015
 
It’s hard to stand still on a moving train
It’s hard to stand still on a moving trainIt’s hard to stand still on a moving train
It’s hard to stand still on a moving train
 
IDEAS Global Challenge Fall Generator Dinner
IDEAS Global Challenge Fall Generator DinnerIDEAS Global Challenge Fall Generator Dinner
IDEAS Global Challenge Fall Generator Dinner
 
Critical suituation in an organization and managerial solution
Critical suituation in an organization and managerial solutionCritical suituation in an organization and managerial solution
Critical suituation in an organization and managerial solution
 

Viewers also liked

Aingel Accelerator
Aingel Accelerator Aingel Accelerator
Empower Digital Skills for Good
Empower Digital Skills for Good Empower Digital Skills for Good
Using Maps to Connect
Using Maps to ConnectUsing Maps to Connect
Getting to know maps for social good
Getting to know maps for social goodGetting to know maps for social good
The Next Digital Humanitarians
The Next Digital HumanitariansThe Next Digital Humanitarians
Micro Maps
Micro MapsMicro Maps
Mapping to the Next Day Better
Mapping to the Next Day BetterMapping to the Next Day Better
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
International Federation of Red Cross and Red Crescent Societies
 
Data-Driven Innovation in Qatar
Data-Driven Innovation in Qatar Data-Driven Innovation in Qatar
Primer: Data-Driven Startups
Primer: Data-Driven StartupsPrimer: Data-Driven Startups
Oxford Digital Humanities Summer School
Oxford Digital Humanities Summer SchoolOxford Digital Humanities Summer School
Oxford Digital Humanities Summer School
Scott A. Hale
 
Data Visualization for Development Planning
Data Visualization for Development PlanningData Visualization for Development Planning
Data Visualization for Development Planning
Wayan Vota
 
Digital inclusion of flood affected communities to close the last mile data g...
Digital inclusion of flood affected communities to close the last mile data g...Digital inclusion of flood affected communities to close the last mile data g...
Digital inclusion of flood affected communities to close the last mile data g...
Data4Resilience
 
Data visualization for development
Data visualization for developmentData visualization for development
Data visualization for development
Sara-Jayne Terp
 
The Future Of Data Visualization
The Future Of Data VisualizationThe Future Of Data Visualization
The Future Of Data Visualization
FITC
 
Emerging Trends in Crisis Informatics
Emerging Trends in Crisis InformaticsEmerging Trends in Crisis Informatics
Emerging Trends in Crisis Informatics
Adam Papendieck
 
State of the Net issue 23 PDF
State of the Net issue 23 PDFState of the Net issue 23 PDF
State of the Net issue 23 PDF
AMAS
 
Water governance in Alpine Valleys: using the past to understand the present ...
Water governance in Alpine Valleys: using the past to understand the present ...Water governance in Alpine Valleys: using the past to understand the present ...
Water governance in Alpine Valleys: using the past to understand the present ...
University of the Highlands and Islands
 
Review for interim ii accelerated
Review for interim ii acceleratedReview for interim ii accelerated
Review for interim ii accelerated
Ms. Jones
 
Chapter review
Chapter reviewChapter review
Chapter review
Ms. Jones
 

Viewers also liked (20)

Aingel Accelerator
Aingel Accelerator Aingel Accelerator
Aingel Accelerator
 
Empower Digital Skills for Good
Empower Digital Skills for Good Empower Digital Skills for Good
Empower Digital Skills for Good
 
Using Maps to Connect
Using Maps to ConnectUsing Maps to Connect
Using Maps to Connect
 
Getting to know maps for social good
Getting to know maps for social goodGetting to know maps for social good
Getting to know maps for social good
 
The Next Digital Humanitarians
The Next Digital HumanitariansThe Next Digital Humanitarians
The Next Digital Humanitarians
 
Micro Maps
Micro MapsMicro Maps
Micro Maps
 
Mapping to the Next Day Better
Mapping to the Next Day BetterMapping to the Next Day Better
Mapping to the Next Day Better
 
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
Social Media & New Technologies - Qatar Red Crescent Society Disaster Managem...
 
Data-Driven Innovation in Qatar
Data-Driven Innovation in Qatar Data-Driven Innovation in Qatar
Data-Driven Innovation in Qatar
 
Primer: Data-Driven Startups
Primer: Data-Driven StartupsPrimer: Data-Driven Startups
Primer: Data-Driven Startups
 
Oxford Digital Humanities Summer School
Oxford Digital Humanities Summer SchoolOxford Digital Humanities Summer School
Oxford Digital Humanities Summer School
 
Data Visualization for Development Planning
Data Visualization for Development PlanningData Visualization for Development Planning
Data Visualization for Development Planning
 
Digital inclusion of flood affected communities to close the last mile data g...
Digital inclusion of flood affected communities to close the last mile data g...Digital inclusion of flood affected communities to close the last mile data g...
Digital inclusion of flood affected communities to close the last mile data g...
 
Data visualization for development
Data visualization for developmentData visualization for development
Data visualization for development
 
The Future Of Data Visualization
The Future Of Data VisualizationThe Future Of Data Visualization
The Future Of Data Visualization
 
Emerging Trends in Crisis Informatics
Emerging Trends in Crisis InformaticsEmerging Trends in Crisis Informatics
Emerging Trends in Crisis Informatics
 
State of the Net issue 23 PDF
State of the Net issue 23 PDFState of the Net issue 23 PDF
State of the Net issue 23 PDF
 
Water governance in Alpine Valleys: using the past to understand the present ...
Water governance in Alpine Valleys: using the past to understand the present ...Water governance in Alpine Valleys: using the past to understand the present ...
Water governance in Alpine Valleys: using the past to understand the present ...
 
Review for interim ii accelerated
Review for interim ii acceleratedReview for interim ii accelerated
Review for interim ii accelerated
 
Chapter review
Chapter reviewChapter review
Chapter review
 

Similar to Introduction to Digital Humanitarians

How Social Media is Shaping Disaster Response
How Social Media is Shaping Disaster ResponseHow Social Media is Shaping Disaster Response
How Social Media is Shaping Disaster Response
Dell Services
 
Evolution of the Sahana Open Source Project
Evolution of  the Sahana Open Source ProjectEvolution of  the Sahana Open Source Project
Evolution of the Sahana Open Source Project
COOPERACION 2.0 2009
 
Crowdsourcing Communications
Crowdsourcing CommunicationsCrowdsourcing Communications
Web 2.0 Technology Building Situational Awareness: Free and Open Source Too...
Web 2.0 Technology  Building Situational Awareness:  Free and Open Source Too...Web 2.0 Technology  Building Situational Awareness:  Free and Open Source Too...
Web 2.0 Technology Building Situational Awareness: Free and Open Source Too...
Connie White
 
Technologie & Humanitaire: Ressources & Liens
Technologie & Humanitaire: Ressources & LiensTechnologie & Humanitaire: Ressources & Liens
Technologie & Humanitaire: Ressources & Liens
Agnes Lesage-Possolo
 
Big Crisis Data for ISPC
Big Crisis Data for ISPCBig Crisis Data for ISPC
Big Crisis Data for ISPC
Carlos Castillo (ChaTo)
 
Brightest Minds at CSR GCC Conference
Brightest Minds at CSR GCC ConferenceBrightest Minds at CSR GCC Conference
Prutsalis WCDM Narrative
Prutsalis WCDM NarrativePrutsalis WCDM Narrative
Prutsalis WCDM Narrative
Sahana Software Foundation
 
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector CollaborationCrowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
International Federation of Red Cross and Red Crescent Societies
 
Reuse between crisiscamp and rhok
Reuse between crisiscamp and rhokReuse between crisiscamp and rhok
Reuse between crisiscamp and rhok
Sara-Jayne Terp
 
Paper: A review of the value of social media in countrywide disaster risk red...
Paper: A review of the value of social media in countrywide disaster risk red...Paper: A review of the value of social media in countrywide disaster risk red...
Paper: A review of the value of social media in countrywide disaster risk red...
Neil Dufty
 
Online Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and BeyondOnline Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and Beyond
Blue Raster
 
Ushahidi 101 (New)
Ushahidi 101 (New)Ushahidi 101 (New)
Ushahidi 101 (New)
Melissa Tully
 
Crisiscamp Ireland Opening presentation
Crisiscamp Ireland Opening presentationCrisiscamp Ireland Opening presentation
Crisiscamp Ireland Opening presentation
Evert Bopp
 
Steve Knight by Design
Steve Knight by DesignSteve Knight by Design
Steve Knight by Design
Future Perfect 2012
 
Urban Vulnerability Mapping Toolkit
Urban Vulnerability Mapping ToolkitUrban Vulnerability Mapping Toolkit
Urban Vulnerability Mapping Toolkit
UN Global Pulse
 
Digital Security Resources for Media Trainers!
Digital Security Resources for Media Trainers!Digital Security Resources for Media Trainers!
Digital Security Resources for Media Trainers!
Robert Kodingo
 
Communication and Volunteers
Communication and Volunteers Communication and Volunteers
Tools and processes in digital voluntarism
Tools and processes in digital voluntarismTools and processes in digital voluntarism
Tools and processes in digital voluntarism
peraarvik
 
Transforming Social Big Data into Timely Decisions and Actions for Crisis Mi...
Transforming Social Big Data into Timely Decisions  and Actions for Crisis Mi...Transforming Social Big Data into Timely Decisions  and Actions for Crisis Mi...
Transforming Social Big Data into Timely Decisions and Actions for Crisis Mi...
Amit Sheth
 

Similar to Introduction to Digital Humanitarians (20)

How Social Media is Shaping Disaster Response
How Social Media is Shaping Disaster ResponseHow Social Media is Shaping Disaster Response
How Social Media is Shaping Disaster Response
 
Evolution of the Sahana Open Source Project
Evolution of  the Sahana Open Source ProjectEvolution of  the Sahana Open Source Project
Evolution of the Sahana Open Source Project
 
Crowdsourcing Communications
Crowdsourcing CommunicationsCrowdsourcing Communications
Crowdsourcing Communications
 
Web 2.0 Technology Building Situational Awareness: Free and Open Source Too...
Web 2.0 Technology  Building Situational Awareness:  Free and Open Source Too...Web 2.0 Technology  Building Situational Awareness:  Free and Open Source Too...
Web 2.0 Technology Building Situational Awareness: Free and Open Source Too...
 
Technologie & Humanitaire: Ressources & Liens
Technologie & Humanitaire: Ressources & LiensTechnologie & Humanitaire: Ressources & Liens
Technologie & Humanitaire: Ressources & Liens
 
Big Crisis Data for ISPC
Big Crisis Data for ISPCBig Crisis Data for ISPC
Big Crisis Data for ISPC
 
Brightest Minds at CSR GCC Conference
Brightest Minds at CSR GCC ConferenceBrightest Minds at CSR GCC Conference
Brightest Minds at CSR GCC Conference
 
Prutsalis WCDM Narrative
Prutsalis WCDM NarrativePrutsalis WCDM Narrative
Prutsalis WCDM Narrative
 
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector CollaborationCrowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
Crowds, Maps and Hacks: Digital Volunteerism and Multi-Sector Collaboration
 
Reuse between crisiscamp and rhok
Reuse between crisiscamp and rhokReuse between crisiscamp and rhok
Reuse between crisiscamp and rhok
 
Paper: A review of the value of social media in countrywide disaster risk red...
Paper: A review of the value of social media in countrywide disaster risk red...Paper: A review of the value of social media in countrywide disaster risk red...
Paper: A review of the value of social media in countrywide disaster risk red...
 
Online Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and BeyondOnline Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and Beyond
 
Ushahidi 101 (New)
Ushahidi 101 (New)Ushahidi 101 (New)
Ushahidi 101 (New)
 
Crisiscamp Ireland Opening presentation
Crisiscamp Ireland Opening presentationCrisiscamp Ireland Opening presentation
Crisiscamp Ireland Opening presentation
 
Steve Knight by Design
Steve Knight by DesignSteve Knight by Design
Steve Knight by Design
 
Urban Vulnerability Mapping Toolkit
Urban Vulnerability Mapping ToolkitUrban Vulnerability Mapping Toolkit
Urban Vulnerability Mapping Toolkit
 
Digital Security Resources for Media Trainers!
Digital Security Resources for Media Trainers!Digital Security Resources for Media Trainers!
Digital Security Resources for Media Trainers!
 
Communication and Volunteers
Communication and Volunteers Communication and Volunteers
Communication and Volunteers
 
Tools and processes in digital voluntarism
Tools and processes in digital voluntarismTools and processes in digital voluntarism
Tools and processes in digital voluntarism
 
Transforming Social Big Data into Timely Decisions and Actions for Crisis Mi...
Transforming Social Big Data into Timely Decisions  and Actions for Crisis Mi...Transforming Social Big Data into Timely Decisions  and Actions for Crisis Mi...
Transforming Social Big Data into Timely Decisions and Actions for Crisis Mi...
 

More from International Federation of Red Cross and Red Crescent Societies

Fragile communities in a data driven world
Fragile communities in a data driven world Fragile communities in a data driven world
Fragile communities in a data driven world
International Federation of Red Cross and Red Crescent Societies
 
Co creating Data Literacy
Co creating Data Literacy Co creating Data Literacy
When we say open...(updated)
When we say open...(updated)When we say open...(updated)
Introducing the Data Playbook (Beta)
Introducing the Data Playbook (Beta)Introducing the Data Playbook (Beta)
When we say open...
When we say open...When we say open...
Data Literacy at IFRC 2017
Data Literacy at IFRC 2017Data Literacy at IFRC 2017
Where Do We Go from Here?
Where Do We Go from Here?Where Do We Go from Here?
The Next Million
The Next MillionThe Next Million
Crowdsourcing with Data-Driven Innovation
Crowdsourcing with Data-Driven InnovationCrowdsourcing with Data-Driven Innovation
Crowdsourcing with Data-Driven Innovation
International Federation of Red Cross and Red Crescent Societies
 
Building a Citizen Engaged Research Project
Building a Citizen Engaged Research ProjectBuilding a Citizen Engaged Research Project
Building a Citizen Engaged Research Project
International Federation of Red Cross and Red Crescent Societies
 
Our Common Startup
Our Common StartupOur Common Startup
Reduce Risk with Digital Preparedness
Reduce Risk with Digital Preparedness  Reduce Risk with Digital Preparedness
Humanitarian Innovation
Humanitarian InnovationHumanitarian Innovation
We are just a map away!
We are just a map away!We are just a map away!
Using your Voice to Amplify your Career
Using your Voice to Amplify your Career Using your Voice to Amplify your Career
Report from the Qatar Red Crescent Disaster Management Camp
Report from the Qatar Red Crescent Disaster Management Camp Report from the Qatar Red Crescent Disaster Management Camp
Report from the Qatar Red Crescent Disaster Management Camp
International Federation of Red Cross and Red Crescent Societies
 
Introduction to Humanitarian OpenStreetMap Team
Introduction to Humanitarian OpenStreetMap TeamIntroduction to Humanitarian OpenStreetMap Team
Introduction to Humanitarian OpenStreetMap Team
International Federation of Red Cross and Red Crescent Societies
 
Matter (Go Open Data)
Matter (Go Open Data)Matter (Go Open Data)

More from International Federation of Red Cross and Red Crescent Societies (18)

Fragile communities in a data driven world
Fragile communities in a data driven world Fragile communities in a data driven world
Fragile communities in a data driven world
 
Co creating Data Literacy
Co creating Data Literacy Co creating Data Literacy
Co creating Data Literacy
 
When we say open...(updated)
When we say open...(updated)When we say open...(updated)
When we say open...(updated)
 
Introducing the Data Playbook (Beta)
Introducing the Data Playbook (Beta)Introducing the Data Playbook (Beta)
Introducing the Data Playbook (Beta)
 
When we say open...
When we say open...When we say open...
When we say open...
 
Data Literacy at IFRC 2017
Data Literacy at IFRC 2017Data Literacy at IFRC 2017
Data Literacy at IFRC 2017
 
Where Do We Go from Here?
Where Do We Go from Here?Where Do We Go from Here?
Where Do We Go from Here?
 
The Next Million
The Next MillionThe Next Million
The Next Million
 
Crowdsourcing with Data-Driven Innovation
Crowdsourcing with Data-Driven InnovationCrowdsourcing with Data-Driven Innovation
Crowdsourcing with Data-Driven Innovation
 
Building a Citizen Engaged Research Project
Building a Citizen Engaged Research ProjectBuilding a Citizen Engaged Research Project
Building a Citizen Engaged Research Project
 
Our Common Startup
Our Common StartupOur Common Startup
Our Common Startup
 
Reduce Risk with Digital Preparedness
Reduce Risk with Digital Preparedness  Reduce Risk with Digital Preparedness
Reduce Risk with Digital Preparedness
 
Humanitarian Innovation
Humanitarian InnovationHumanitarian Innovation
Humanitarian Innovation
 
We are just a map away!
We are just a map away!We are just a map away!
We are just a map away!
 
Using your Voice to Amplify your Career
Using your Voice to Amplify your Career Using your Voice to Amplify your Career
Using your Voice to Amplify your Career
 
Report from the Qatar Red Crescent Disaster Management Camp
Report from the Qatar Red Crescent Disaster Management Camp Report from the Qatar Red Crescent Disaster Management Camp
Report from the Qatar Red Crescent Disaster Management Camp
 
Introduction to Humanitarian OpenStreetMap Team
Introduction to Humanitarian OpenStreetMap TeamIntroduction to Humanitarian OpenStreetMap Team
Introduction to Humanitarian OpenStreetMap Team
 
Matter (Go Open Data)
Matter (Go Open Data)Matter (Go Open Data)
Matter (Go Open Data)
 

Recently uploaded

AppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSFAppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSF
Ajin Abraham
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
Miro Wengner
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
Fwdays
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
Tatiana Kojar
 
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
saastr
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
Edge AI and Vision Alliance
 
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsConnector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
DianaGray10
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
DianaGray10
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
Ivo Velitchkov
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
AstuteBusiness
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
akankshawande
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Precisely
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
c5vrf27qcz
 

Recently uploaded (20)

AppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSFAppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSF
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
 
Artificial Intelligence and Electronic Warfare
Artificial Intelligence and Electronic WarfareArtificial Intelligence and Electronic Warfare
Artificial Intelligence and Electronic Warfare
 
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
 
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsConnector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
 
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development ProvidersYour One-Stop Shop for Python Success: Top 10 US Python Development Providers
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
 

Introduction to Digital Humanitarians

  • 3. P o s t H a i t i “Haiti showed everyone that it is going to be crucial to adopt and use these technologies to make humanitarian work better, faster and more efficient.” - Adele Waugaman, senior director of technology for United Nations and Vodafone
  • 4.
  • 6. Learning and building over time Haiti Earthquake 2010 Typhoon Haiyan Philippines 2013 Indonesian Preparedness 2012 - 2015 West African Ebola Response 2014
  • 7.
  • 8.
  • 9. MicroMappers Curate Damage Assessment Data
  • 10. Timeline 2010 QCRI Created 2012 QCRI’s Social Innovation Programme 2013 AIDR Development starts MicroMappers Development starts Uaviators Created Typhoon Haiyan Response with UN OCHA 2014 MicroMappers - Coconuts for Computer Vision UNICEF AIDR SMS - Zambia Typhoon Hagupit Response 2015 WoRDE prototype with Translators without Borders Cyclone Pam (Vanuatu Response) Nepal Earthquake Response
  • 11.
  • 12. Kathmandu Living Labs – civic tech hubs/labs support
  • 13.
  • 15. Young Mappers in Indonesia, Bangladesh and the United States of America
  • 17. Exercise The purpose of the session is to build a common language. Our goal is to have geeks, humanitarians, researchers and residents learn some of the basic words for emergencies. This type of tasks is one of the first things that digital humanitarians do when there is an activation. We will use these keywords for future events. (We’ll share the notes on the #digihumsQA mailing list.) 1. Scenario 1: There is a large explosion in Doha. What types of keywords and social media tools/accounts will you use to track this? How can we organize to support the local responders and affected communities? 2. Scenario 2: There is an earthquake/tsunami in Indonesia. It is high on the Richter scale . What are the keywords and social media tools/accounts that you would use to track this?
  • 18. How to stay involved Join MicroMappers.org for future global emergency activations. Join and keep learning every week via: https://groups.google.com/forum/#!forum/digitalhumanitarians-qatar Watch for more announcements via #digihumsQA #digihums, @heatherleson @qatarcomputing and textontechs.com
  • 19. Next Steps Data Collection and Social Media for Emergencies (October 2015) Maps and Data Visualization (November 2015) Crisis Computing (Machine and Human Computing) (December 2015)

Editor's Notes

  1. Thank you to the Qatar Red Crescent, guests and my colleagues from Qatar Computing Research Institute. This is the first in a series of workshops on ways you can join various Digital Humanitarian communities. Today we will focus on the general concepts and then do a quick exercise to build a common language between humanitarians techs and researchers. Our goal is to connect you to the global Digital Humanitarian research. QCRI has a number of staff focused on crisis computing research. We aim to share these skills and help connect local humanitarians, researchers, technologists and residents to do some good in their world. This is the first in a series of workshops. Today I will provide an overdue of the digital community and types of skills. Then, we will build on it over the coming months. Here are some key resources on Digital Humanitarians The Digital Humanitarian Network http://digitalhumanitarians.com/ The book about Digital Humanitarians - http://www.digital-humanitarians.com/ Images includes OSM, infogr.am, Wikipedia free image and photo of Ji Lucas training. Made with Canva.com - More details about this programme - http://textontechs.com/2015/08/digital-humanitarians-in-qatar/ (First Workshop is in October) http://www.openstreetmap.org/relation/305095#map=8/25.428/50.916&layers=H
  2. The Crisismappers Network is informal, self-organized and global. Member include citizens, governments, research/academic, companies, open source organizations and almost every sector related to conflict and crisis informatics. The community often uses open source culture, tools and methodology. If you join the network, you will find that there are many videos about the skills and use cases on the community site. Crisismappers.net http://crisismappers.net/page/intro-to-crisismapping
  3. The Haiti earthquake was a watershed moment in information management. People used phones and the internet to connect. Humanitarians have always practices information management, but these new tools added a complexity. This is key because the affected communities have always been first responders. Now they can work with emergency managers, humanitarians and remote helpers. You can read this report here - http://www.unfoundation.org/what-we-do/legacy-of-impact/technology/disaster-report.html
  4. These are some of the skills that happen across the various communities. Each person has a specialty or learning journey. This workshop series will provide you with an introduction to these concepts. There are many tasks to be done on the digital teams. What is important is that we each coordinate and work together. Each of you might be interested in one or more of these topics. Over the course of the next months, we will provide some introductions to these topics. Then, it is our hope that you might elect to join the respectful global community that can provide more expertise and training. We will keep honing our local community skills.
  5. Digital Humanitarians provide online digital skills in times of crisis. They aim to provide support for humanitarians (eg. Information Officers) who manage all the data from multiple sources during a disaster. The Digital Humanitarian Network was formed a few years ago. This network of various communities collaborates directly with the United National Office for the Coordination of Humanitarian Affairs (UN OCHA). It is a global community network that use their digital skills to help Humanitarians get data, maps, insights and technology. They provide surge support capacity to manage the influx of so much information during times of crisis and emergencies. Each has their own community, skillsets and priorities. They work as a team and are ‘activated’ based on the needs assessment identified by the UN. http://digitalhumanitarians.com/ http://digitalhumanitarians.com/resources
  6. Time line of some previous emergency activations and some key examples of how digital humanitarians have responded. Each response and each mapping activity grows the collective knowledge. The digital communities work to build and support local capacity. And, the local communities change OpenStreetMap and any other digital community. The Core is that the map be used in the regions they are made. While Remote mappers can help, the key to growth is learning over time and training more people on the base skills.
  7. The Social and Data source ecosystem is expanding. Qatar Computing Research Institute’s Social Computing group aims to share insights across the various social media tools and dataset. Imagery, sensor and open data like OpenStreetMap provide the ability to see the data ecosystem to make decisions. Each of these datasets and networks provide thousands of data points during an emergency. While the infographic shows layers of data, it is actually a web of interconnected data points and communities. QCRI’s Social computing team has created tools to do microtask which can result in an aggregated, curated analysis to inform decision making. About qcri – qcri.org.qa Infographic Created with Infogr.am.
  8. QCRI has created AIDR and MicroMapppers to provide insights into these datasets. AIDR is Artificial Intelligence for Disaster Response. The tool allows users to cite ‘keywords’ then search twitter or sms. Many keywords or ‘tags’ can formulate a ‘classifer’ It uses machine learning which means that users can train the tool to ‘learn’ which types of keywords are important. The goal is to have the algorithm learn ‘emergency keywords’. Reviewing thousands of tweets is not sustainable. We created MicroMappers which combines uses human computing to make quick decisions about the content. All the decisions are vetted by at least 3 people. Then, the data is aggregated into information insights.
  9. People can do small little things requiring no technical skills or larger more complex items. MicroMappers is a partnership of Qatar Computing Research Institute, UN OCHA and the Standby Task Force. We wanted to make it simple for people to contribute by making quick decisions about social media (text, pictures, videos) and aerial imagery. We defined keywords with official responders using AIDR – Artificial Intelligence of Disaster Response. This feeds into data insights which are shared with responders. In fact the Standby Task force shared this information with the UN OCHA and hundreds of other groups. They were part of an online network of digital responders who worked with Humanity Road and Kathmandu Living Labs to have items that needed action given to the right parties. More about QCRI’s work - http://www.slideshare.net/heatherleson/humanitarian-innovation-52253051
  10. QCRI has been researching and creating humanitarian software and new science since 2012. This is a brief overview of some of our key projects and some of the data from our activations with partners.
  11. The Humanitarian OpenStreetMap Team [HOT] applies the principles of open source and open data sharing for humanitarian response and economic development. Our staff and community have mapped in many conflict and post-crisis zones. As well they have active mapping projects in Indonesia, DRC, CAR, Haiti and this week Bosnia. In November 2013 HOT activated in response to the Typhoon Haiyan. This resulted in over 1000 participants (local and global), 1 million + edits, partners like American Red Cross, MSF, UN OCHA. And, a revised open map. http://andrew.cartodb.com/viz/c1c86204-4ba7-11e3-bfb4-3085a9a9563c/embed_map?title=true&description=true&search=false&shareable=false&cartodb_logo=true&layer_selector=false&legends=false&scrollwheel=false&sublayer_options=1&sql=SELECT%20*,%20abs%28osm_id%29%20as%20chrono%20FROM%20places&sw_lat=9.795677582829743&sw_lon=120.69580078125001&ne_lat=12.436576538380073&ne_lon=125.96923828125 http://vimeo.com/79199985 http://hot.openstreetmap.org/updates/2014-04-01_a_week_in_lubumbashi_drc hotopenstreetmap.org http://wiki.openstreetmap.org/wiki/Typhoon_Haiyan http://americanredcross.github.io/OSM-Assessment/ Amercian Red Cross and HOT member Dale Kunce presents on the Impact of HOT - http://vimeo.com/91926804 http://hot.openstreetmap.org/projects/typhoon_haiyan Photo source - http://hot.openstreetmap.org/updates/2013-11-17_openstreetmap_response_to_typhoon_haiyan_yolanda_0
  12. Kathmandu Living Lab is a group of young people working to harness human potential and creativity by leveraging open data and civic technology. As community mappers, they have been leading community mapping activities throughout Nepal for a number of years. The civic tech response was lead by this mighty team after the Nepal Earthquake. They connected Digital Humanitarians, NGOs, responders, INGOs, civil society groups and ICT. They used maps, data, software and, most of all, inspired a global community by their ability to navigate some complex technical, personal and professional barriers, including losing their office space. See their blog. Photo courtesy of http://kathmandulivinglabs.org/ and Nepal Vote Monitor’s presentation on how they delivered actionable items to responders like the Nepal Red Crescent. https://prezi.com/yhxx6j5ifoky/quakemaporg/?utm_campaign=share&utm_medium=copy
  13. To get involved in Humanitarian OpenStreetMap Team : http://hotosm.org/get-involved
  14. The core success was the collaboration between Kathmandu Living Labs and various governments, organizations and NGOs. It shows a pathway for other responses. Plus, it speaks volumes about the need for all the best minds to solve questions together. Sindhupalchok District, Nepal. 5 May 2015 – Captain James Borer, a civil-military cooperation officer attached to the Canadian Armed Forces Disaster Assistance Response Team and Captain Animesh Adhikari, liaison officer for Nepalese National Army, discuss with local authorities about roads status, in Sindhupalchok District, Nepal during Operation RENAISSANCE 15-1 on May 5, 2015. (Photo: Corporal Kevin McMillan, Canadian Forces Combat Camera) Photo from: http://www.forces.gc.ca/en/news/article.page?doc=finding-the-way-geomatic-support-team-creates-maps-in-nepal/i99x64lh
  15. Young Mappers from Indonesia are part of a preparedness program of UNESCO. They were trained by OpenStreetMap Indonesia. The students with the umbrella are field mapping in Bangladesh. While the two students in the the left corner are mapping Bangladesh while at a Stanford mapathon (USA) Thanks to Chad, Yantisa and Stace of HOT for providing the stories). More on the OSM Indonesia project: “The Establishment of Community-based Point of Interest in Flood Prone Areas in Jakarta” is part of the “UNESCO’ World POI” Map Project which is implemented through UNESCO Office in Nairobi, Windhoek, New Delhi and Jakarta.  - https://www.flickr.com/photos/osm-id/11701826574/in/album-72157639296892364/ Background - http://openstreetmap.id/en/pelatihan-pembentukan-point-of-interest-berbasis-masyarakat-di-daerah-rawan-banjir-jakarta-di-smkn-56-pluit/
  16. At the Qatar Red Crescent Disaster Management Camp, I spent 10 days with new recruits and seasoned responders. This photo is from an earthquake simulation. They taught me so much about how digital information fits and does not fit in their work. I met a young Syrian refugee there. He was around 20 years old and could no longer continue his studies to be an engineer. We need to make serious changes to give people the opportunity to learn. Whole generations are displaced around the world. As Dr. El-Hanna mentioned yesterday in his words – we need to use these reminders to hold ourselves accountable to make the necessary changes. I hope he can return to school someday. (Photo by Heather Leson, April 2015. CCBY)
  17. The following are the workshops and the learning path. We will work with the local community to add more details in time.
  18. The following are the workshops and the learning path. We will work with the local community to add more details in time.
  19. The following are the workshops and the learning path. We will work with the local community to add more details in time.
  20. All photos by Heather Leson CCBY Join our mailing list for regular updates https://groups.google.com/forum/#!forum/digitalhumanitarians-qatar