SlideShare a Scribd company logo
Julia Plevin
Eliz Ayaydin
GDELT data, while interesting, has structural and misleading
implications for making sense of conflict.
The challenge
Insight 1
"While datasets like GDELT provide new
opportunities, they are not opportunities to
relax and let the data do the talking."
- John Beieler, PhD student in Political Science
"We need tools that are themselves
interpretative and on a meta level self aware
enough to encourage and respect a user's
interpretation."
- Leah Meisterlin, Research Director at SPO
GDELT is created from interpretations of events, but its
maps leave no room for interpretations.
Insight 2
Q3 2012Q3 2011 Q1 2013
syria.newscientistapps.com
Analysis and graphic by Peter Aldhous; published 13 May 2013.
Source: Kalev Leetaru and Philip Schrodt / GDELT
GDELT is composed of lots and lots qualitative data, 

but it is treated like quantitative information.
Opportunity
How might we:!
Help people create a narrative from GDELT data?
Concept
Key Features:!
Allows people to find new usage for data for new
questions that arise. It's an accessible platform for user
determined data analysis.
!
A set of possible visualizations that the user can choose
from.
!
Includes social media data.
!
Provides questions to aid in analysis.
!
User Value Proposition:!
The user can explore the data through relationships that
the user determines instead of predetermined by the
people putting out the data.
!
!
GDELT Explorer!
A visualization tool that helps a user understand the actors
and events in a conflict as well as the magnitude, context,
and connections of actors and events.
Concept Development
Sankey diagrams visualize the magnitude of flow between nodes in a network
Research:!
How can we show the magnitude of events?
Concept Development
Cultural analytics:
"Using numbers to describe cultural
artifacts allows us to replace
discrete categories (words) with
continuous descriptions (curves)."
- Lev Manovich
Frequency of tags in Obama's weekly address videos
Research:!
How can we make sense of qualitative data?
Concept Development
Network visualization: Syria + corruption Greek debt via informationisbeautiful.com
Research:!
How can we make networks easier to understand?
Concept Development
Research:!
How can we use data to tell a full story?
Concept Development
Research:!
How can we use data to tell a full story?
Concept Development
Research:!
How can we use data to tell a full story?
Lessons & Takeaways
!
Are the current tools for understanding GDELT clear?
!
The data needs to be able to communicate to multiple
stakeholders who we believe can fundamentally be helpful
and create value.
!
Should anyone be able to understand and interpret
information from GDELT, or only professional data scientists
and researchers?
!
Can design benefit the articulation of the situations and
stakeholders in Syria?
!
GDELT Explorer!
And this is how:!
1. Telling better stories
2. Understand the important tropes and semiotics in video footage
3. Prototyping and making things
NO
WE THINK YES
YES

More Related Content

What's hot

The Future of Business Intelligence: Data Visualization
The Future of Business Intelligence: Data VisualizationThe Future of Business Intelligence: Data Visualization
The Future of Business Intelligence: Data Visualization
Kristen Sosulski
 
Big Data: What's it Really About?
Big Data: What's it Really About?Big Data: What's it Really About?
Big Data: What's it Really About?
inside-BigData.com
 
Make data more human
Make data more humanMake data more human
Make data more human
Sahil Kumar
 
Digital Portfolio Future Immersion
Digital Portfolio Future ImmersionDigital Portfolio Future Immersion
Digital Portfolio Future Immersion
Manuel Muehlbauer
 
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DigitYser
 
EENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & DisastersEENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & Disasters
EENA (European Emergency Number Association)
 
DSDT Meetup may 23
DSDT Meetup may 23DSDT Meetup may 23
DSDT Meetup may 23
JDA Labs MTL
 
DSDT Meetup May 2017
DSDT Meetup May 2017DSDT Meetup May 2017
DSDT Meetup May 2017
DSDT_MTL
 

What's hot (8)

The Future of Business Intelligence: Data Visualization
The Future of Business Intelligence: Data VisualizationThe Future of Business Intelligence: Data Visualization
The Future of Business Intelligence: Data Visualization
 
Big Data: What's it Really About?
Big Data: What's it Really About?Big Data: What's it Really About?
Big Data: What's it Really About?
 
Make data more human
Make data more humanMake data more human
Make data more human
 
Digital Portfolio Future Immersion
Digital Portfolio Future ImmersionDigital Portfolio Future Immersion
Digital Portfolio Future Immersion
 
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
DISUMMIT Keynote presentation from Kirk Borne - From Sensors to Sense-Making
 
EENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & DisastersEENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & Disasters
 
DSDT Meetup may 23
DSDT Meetup may 23DSDT Meetup may 23
DSDT Meetup may 23
 
DSDT Meetup May 2017
DSDT Meetup May 2017DSDT Meetup May 2017
DSDT Meetup May 2017
 

Viewers also liked

Intravenous sedatives
Intravenous sedativesIntravenous sedatives
Intravenous sedatives
Hysni Dida
 
RBI & Depriciation of Indian Rupee
RBI & Depriciation of Indian RupeeRBI & Depriciation of Indian Rupee
RBI & Depriciation of Indian RupeeMohit Kondal
 
2016 02-tourism-swia-for-mdy-ydpn-university
2016 02-tourism-swia-for-mdy-ydpn-university2016 02-tourism-swia-for-mdy-ydpn-university
2016 02-tourism-swia-for-mdy-ydpn-university
Ethical Sector
 
ART & SCIENCE (TANIT SCHOOL)
ART & SCIENCE (TANIT SCHOOL)ART & SCIENCE (TANIT SCHOOL)
ART & SCIENCE (TANIT SCHOOL)
tsolsona
 
GRIEVANCE MECHANISM - Total
GRIEVANCE MECHANISM - TotalGRIEVANCE MECHANISM - Total
GRIEVANCE MECHANISM - Total
Ethical Sector
 
Economic Opportunities and Challenges in Rakhine State
Economic Opportunities and Challenges in Rakhine StateEconomic Opportunities and Challenges in Rakhine State
Economic Opportunities and Challenges in Rakhine State
Ethical Sector
 
Design Portfolio | Spring 2014
Design Portfolio | Spring 2014Design Portfolio | Spring 2014
Design Portfolio | Spring 2014
tinmanalex
 
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
iamnanda301
 
An occupational identity - Philippa McDermott
An occupational identity - Philippa McDermottAn occupational identity - Philippa McDermott
An occupational identity - Philippa McDermott
makamukasmith
 
B1 reading comprehension
B1 reading comprehensionB1 reading comprehension
B1 reading comprehension
Kristina Alaverdyan
 
Seven for Parties
Seven for PartiesSeven for Parties
Seven for Parties
Seven for Parties
 
Crawford jason igniteslides (powerpoint)
Crawford jason igniteslides (powerpoint)Crawford jason igniteslides (powerpoint)
Crawford jason igniteslides (powerpoint)JasonCrawford0820
 
Community Engagement in Myanmar's Mining Sector
Community Engagement in Myanmar's Mining SectorCommunity Engagement in Myanmar's Mining Sector
Community Engagement in Myanmar's Mining Sector
Ethical Sector
 
Thay Peraza
Thay PerazaThay Peraza
Thay Peraza
Marianna Yépez
 
Order of importance and secularism
Order of importance and secularismOrder of importance and secularism
Order of importance and secularism
Misbahuddin Ramadoni
 
Price list 2011 funny divers
Price list 2011 funny diversPrice list 2011 funny divers
Price list 2011 funny divers
scubablob
 
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
Ethical Sector
 
Industrial furnaces
Industrial furnacesIndustrial furnaces
Industrial furnaces
WJ2014
 

Viewers also liked (20)

Intravenous sedatives
Intravenous sedativesIntravenous sedatives
Intravenous sedatives
 
Chude3 nhom2
Chude3 nhom2Chude3 nhom2
Chude3 nhom2
 
RBI & Depriciation of Indian Rupee
RBI & Depriciation of Indian RupeeRBI & Depriciation of Indian Rupee
RBI & Depriciation of Indian Rupee
 
2016 02-tourism-swia-for-mdy-ydpn-university
2016 02-tourism-swia-for-mdy-ydpn-university2016 02-tourism-swia-for-mdy-ydpn-university
2016 02-tourism-swia-for-mdy-ydpn-university
 
ART & SCIENCE (TANIT SCHOOL)
ART & SCIENCE (TANIT SCHOOL)ART & SCIENCE (TANIT SCHOOL)
ART & SCIENCE (TANIT SCHOOL)
 
GRIEVANCE MECHANISM - Total
GRIEVANCE MECHANISM - TotalGRIEVANCE MECHANISM - Total
GRIEVANCE MECHANISM - Total
 
Chude06 nhom2
Chude06 nhom2Chude06 nhom2
Chude06 nhom2
 
Economic Opportunities and Challenges in Rakhine State
Economic Opportunities and Challenges in Rakhine StateEconomic Opportunities and Challenges in Rakhine State
Economic Opportunities and Challenges in Rakhine State
 
Design Portfolio | Spring 2014
Design Portfolio | Spring 2014Design Portfolio | Spring 2014
Design Portfolio | Spring 2014
 
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
[경험디자인] 영화예매 경험개선을 위한 시네마할인가이드
 
An occupational identity - Philippa McDermott
An occupational identity - Philippa McDermottAn occupational identity - Philippa McDermott
An occupational identity - Philippa McDermott
 
B1 reading comprehension
B1 reading comprehensionB1 reading comprehension
B1 reading comprehension
 
Seven for Parties
Seven for PartiesSeven for Parties
Seven for Parties
 
Crawford jason igniteslides (powerpoint)
Crawford jason igniteslides (powerpoint)Crawford jason igniteslides (powerpoint)
Crawford jason igniteslides (powerpoint)
 
Community Engagement in Myanmar's Mining Sector
Community Engagement in Myanmar's Mining SectorCommunity Engagement in Myanmar's Mining Sector
Community Engagement in Myanmar's Mining Sector
 
Thay Peraza
Thay PerazaThay Peraza
Thay Peraza
 
Order of importance and secularism
Order of importance and secularismOrder of importance and secularism
Order of importance and secularism
 
Price list 2011 funny divers
Price list 2011 funny diversPrice list 2011 funny divers
Price list 2011 funny divers
 
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
Unilever Suppliers Conference: Transparency and Compliance Challenges for Com...
 
Industrial furnaces
Industrial furnacesIndustrial furnaces
Industrial furnaces
 

Similar to Making Sense of Syria

Presentation final
Presentation finalPresentation final
Presentation finallyonka02
 
TED Wiley Visualizing .docx
TED  Wiley Visualizing .docxTED  Wiley Visualizing .docx
TED Wiley Visualizing .docx
ssuserf9c51d
 
Analysis of “what do you do with all this big data” –ted talk by susan etlinger
Analysis of “what do you do with all this big data” –ted talk by susan etlingerAnalysis of “what do you do with all this big data” –ted talk by susan etlinger
Analysis of “what do you do with all this big data” –ted talk by susan etlinger
Darpan Deoghare
 
Identifying Your Audience
Identifying Your AudienceIdentifying Your Audience
Identifying Your Audience
Amanda Makulec
 
Data fluency for the 21st century
Data fluency for the 21st centuryData fluency for the 21st century
Data fluency for the 21st century
MartinFrigaard
 
Explainable AI is not yet Understandable AI
Explainable AI is not yet Understandable AIExplainable AI is not yet Understandable AI
Explainable AI is not yet Understandable AI
epsilon_tud
 
What do you do with all this big data
What do you do with all this big dataWhat do you do with all this big data
What do you do with all this big data
CHARANJEET SINGH AHLUWALIA
 
Local Digital Twins Conversations: Framing the Green + Digital Transition
Local Digital Twins Conversations:  Framing the Green + Digital TransitionLocal Digital Twins Conversations:  Framing the Green + Digital Transition
Local Digital Twins Conversations: Framing the Green + Digital Transition
Slim Turki, Dr.
 
PatternLanguageOfData
PatternLanguageOfDataPatternLanguageOfData
PatternLanguageOfDatakimErwin
 
The Elusive Nature of Software Documentation
The Elusive Nature of Software DocumentationThe Elusive Nature of Software Documentation
The Elusive Nature of Software Documentation
Margaret-Anne Storey
 
Generative Environment Framework Insights
Generative Environment Framework InsightsGenerative Environment Framework Insights
Generative Environment Framework Insights
Shannon Dosemagen
 
Script for ICCRTS 2011 Presentation
Script for ICCRTS 2011 PresentationScript for ICCRTS 2011 Presentation
Script for ICCRTS 2011 PresentationBruce Forrester
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science Knowledge
Josh Cowls
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogramme
dan mcquillan
 
Innovating for education in a smart nation
Innovating for education in a smart nationInnovating for education in a smart nation
Innovating for education in a smart nation
EducationNC
 
Making our mark: the important role of social scientists in the ‘era of big d...
Making our mark: the important role of social scientists in the ‘era of big d...Making our mark: the important role of social scientists in the ‘era of big d...
Making our mark: the important role of social scientists in the ‘era of big d...
The Higher Education Academy
 
Lincoln2013 feb
Lincoln2013 febLincoln2013 feb
Lincoln2013 febTony Hirst
 
Telling stories about (re)search: research practices reconfigured by digital ...
Telling stories about (re)search: research practices reconfigured by digital ...Telling stories about (re)search: research practices reconfigured by digital ...
Telling stories about (re)search: research practices reconfigured by digital ...
Berber Hagedoorn
 
H(app)athon committee meeting1_prep
H(app)athon committee meeting1_prepH(app)athon committee meeting1_prep
H(app)athon committee meeting1_prep
John C. Havens
 
Analytics in Learning and Knowledge - George Siemens
Analytics in Learning and Knowledge - George SiemensAnalytics in Learning and Knowledge - George Siemens
Analytics in Learning and Knowledge - George SiemensOpenKnowledge srl
 

Similar to Making Sense of Syria (20)

Presentation final
Presentation finalPresentation final
Presentation final
 
TED Wiley Visualizing .docx
TED  Wiley Visualizing .docxTED  Wiley Visualizing .docx
TED Wiley Visualizing .docx
 
Analysis of “what do you do with all this big data” –ted talk by susan etlinger
Analysis of “what do you do with all this big data” –ted talk by susan etlingerAnalysis of “what do you do with all this big data” –ted talk by susan etlinger
Analysis of “what do you do with all this big data” –ted talk by susan etlinger
 
Identifying Your Audience
Identifying Your AudienceIdentifying Your Audience
Identifying Your Audience
 
Data fluency for the 21st century
Data fluency for the 21st centuryData fluency for the 21st century
Data fluency for the 21st century
 
Explainable AI is not yet Understandable AI
Explainable AI is not yet Understandable AIExplainable AI is not yet Understandable AI
Explainable AI is not yet Understandable AI
 
What do you do with all this big data
What do you do with all this big dataWhat do you do with all this big data
What do you do with all this big data
 
Local Digital Twins Conversations: Framing the Green + Digital Transition
Local Digital Twins Conversations:  Framing the Green + Digital TransitionLocal Digital Twins Conversations:  Framing the Green + Digital Transition
Local Digital Twins Conversations: Framing the Green + Digital Transition
 
PatternLanguageOfData
PatternLanguageOfDataPatternLanguageOfData
PatternLanguageOfData
 
The Elusive Nature of Software Documentation
The Elusive Nature of Software DocumentationThe Elusive Nature of Software Documentation
The Elusive Nature of Software Documentation
 
Generative Environment Framework Insights
Generative Environment Framework InsightsGenerative Environment Framework Insights
Generative Environment Framework Insights
 
Script for ICCRTS 2011 Presentation
Script for ICCRTS 2011 PresentationScript for ICCRTS 2011 Presentation
Script for ICCRTS 2011 Presentation
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science Knowledge
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogramme
 
Innovating for education in a smart nation
Innovating for education in a smart nationInnovating for education in a smart nation
Innovating for education in a smart nation
 
Making our mark: the important role of social scientists in the ‘era of big d...
Making our mark: the important role of social scientists in the ‘era of big d...Making our mark: the important role of social scientists in the ‘era of big d...
Making our mark: the important role of social scientists in the ‘era of big d...
 
Lincoln2013 feb
Lincoln2013 febLincoln2013 feb
Lincoln2013 feb
 
Telling stories about (re)search: research practices reconfigured by digital ...
Telling stories about (re)search: research practices reconfigured by digital ...Telling stories about (re)search: research practices reconfigured by digital ...
Telling stories about (re)search: research practices reconfigured by digital ...
 
H(app)athon committee meeting1_prep
H(app)athon committee meeting1_prepH(app)athon committee meeting1_prep
H(app)athon committee meeting1_prep
 
Analytics in Learning and Knowledge - George Siemens
Analytics in Learning and Knowledge - George SiemensAnalytics in Learning and Knowledge - George Siemens
Analytics in Learning and Knowledge - George Siemens
 

Recently uploaded

RTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,DRTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,D
cy0krjxt
 
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
ameli25062005
 
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
7sd8fier
 
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
jyz59f4j
 
Borys Sutkowski portfolio interior design
Borys Sutkowski portfolio interior designBorys Sutkowski portfolio interior design
Borys Sutkowski portfolio interior design
boryssutkowski
 
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
708pb191
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
9a93xvy
 
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANEEASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
Febless Hernane
 
Mohannad Abdullah portfolio _ V2 _22-24
Mohannad Abdullah  portfolio _ V2 _22-24Mohannad Abdullah  portfolio _ V2 _22-24
Mohannad Abdullah portfolio _ V2 _22-24
M. A. Architect
 
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Mansi Shah
 
PDF SubmissionDigital Marketing Institute in Noida
PDF SubmissionDigital Marketing Institute in NoidaPDF SubmissionDigital Marketing Institute in Noida
PDF SubmissionDigital Marketing Institute in Noida
PoojaSaini954651
 
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdfPORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
fabianavillanib
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
7sd8fier
 
一比一原版(BU毕业证)波士顿大学毕业证如何办理
一比一原版(BU毕业证)波士顿大学毕业证如何办理一比一原版(BU毕业证)波士顿大学毕业证如何办理
一比一原版(BU毕业证)波士顿大学毕业证如何办理
peuce
 
projectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdfprojectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdf
farazahmadas6
 
Research 20 slides Amelia gavryliuks.pdf
Research 20 slides Amelia gavryliuks.pdfResearch 20 slides Amelia gavryliuks.pdf
Research 20 slides Amelia gavryliuks.pdf
ameli25062005
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
h7j5io0
 
Technoblade The Legacy of a Minecraft Legend.
Technoblade The Legacy of a Minecraft Legend.Technoblade The Legacy of a Minecraft Legend.
Technoblade The Legacy of a Minecraft Legend.
Techno Merch
 

Recently uploaded (20)

RTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,DRTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,D
 
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
 
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
一比一原版(MMU毕业证书)曼彻斯特城市大学毕业证成绩单如何办理
 
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
 
Borys Sutkowski portfolio interior design
Borys Sutkowski portfolio interior designBorys Sutkowski portfolio interior design
Borys Sutkowski portfolio interior design
 
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
一比一原版(UAL毕业证书)伦敦艺术大学毕业证成绩单如何办理
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
 
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANEEASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
EASY TUTORIAL OF HOW TO USE CAPCUT BY: FEBLESS HERNANE
 
Mohannad Abdullah portfolio _ V2 _22-24
Mohannad Abdullah  portfolio _ V2 _22-24Mohannad Abdullah  portfolio _ V2 _22-24
Mohannad Abdullah portfolio _ V2 _22-24
 
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
 
PDF SubmissionDigital Marketing Institute in Noida
PDF SubmissionDigital Marketing Institute in NoidaPDF SubmissionDigital Marketing Institute in Noida
PDF SubmissionDigital Marketing Institute in Noida
 
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdfPORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
 
一比一原版(BU毕业证)波士顿大学毕业证如何办理
一比一原版(BU毕业证)波士顿大学毕业证如何办理一比一原版(BU毕业证)波士顿大学毕业证如何办理
一比一原版(BU毕业证)波士顿大学毕业证如何办理
 
projectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdfprojectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdf
 
Research 20 slides Amelia gavryliuks.pdf
Research 20 slides Amelia gavryliuks.pdfResearch 20 slides Amelia gavryliuks.pdf
Research 20 slides Amelia gavryliuks.pdf
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
 
Technoblade The Legacy of a Minecraft Legend.
Technoblade The Legacy of a Minecraft Legend.Technoblade The Legacy of a Minecraft Legend.
Technoblade The Legacy of a Minecraft Legend.
 

Making Sense of Syria

  • 2. GDELT data, while interesting, has structural and misleading implications for making sense of conflict. The challenge
  • 3. Insight 1 "While datasets like GDELT provide new opportunities, they are not opportunities to relax and let the data do the talking." - John Beieler, PhD student in Political Science "We need tools that are themselves interpretative and on a meta level self aware enough to encourage and respect a user's interpretation." - Leah Meisterlin, Research Director at SPO GDELT is created from interpretations of events, but its maps leave no room for interpretations.
  • 4. Insight 2 Q3 2012Q3 2011 Q1 2013 syria.newscientistapps.com Analysis and graphic by Peter Aldhous; published 13 May 2013. Source: Kalev Leetaru and Philip Schrodt / GDELT GDELT is composed of lots and lots qualitative data, 
 but it is treated like quantitative information.
  • 5. Opportunity How might we:! Help people create a narrative from GDELT data?
  • 6. Concept Key Features:! Allows people to find new usage for data for new questions that arise. It's an accessible platform for user determined data analysis. ! A set of possible visualizations that the user can choose from. ! Includes social media data. ! Provides questions to aid in analysis. ! User Value Proposition:! The user can explore the data through relationships that the user determines instead of predetermined by the people putting out the data. ! ! GDELT Explorer! A visualization tool that helps a user understand the actors and events in a conflict as well as the magnitude, context, and connections of actors and events.
  • 7. Concept Development Sankey diagrams visualize the magnitude of flow between nodes in a network Research:! How can we show the magnitude of events?
  • 8. Concept Development Cultural analytics: "Using numbers to describe cultural artifacts allows us to replace discrete categories (words) with continuous descriptions (curves)." - Lev Manovich Frequency of tags in Obama's weekly address videos Research:! How can we make sense of qualitative data?
  • 9. Concept Development Network visualization: Syria + corruption Greek debt via informationisbeautiful.com Research:! How can we make networks easier to understand?
  • 10. Concept Development Research:! How can we use data to tell a full story?
  • 11. Concept Development Research:! How can we use data to tell a full story?
  • 12. Concept Development Research:! How can we use data to tell a full story?
  • 13. Lessons & Takeaways ! Are the current tools for understanding GDELT clear? ! The data needs to be able to communicate to multiple stakeholders who we believe can fundamentally be helpful and create value. ! Should anyone be able to understand and interpret information from GDELT, or only professional data scientists and researchers? ! Can design benefit the articulation of the situations and stakeholders in Syria? ! GDELT Explorer! And this is how:! 1. Telling better stories 2. Understand the important tropes and semiotics in video footage 3. Prototyping and making things NO WE THINK YES YES