SlideShare a Scribd company logo
The GDELT project
RITA AL KHOURY
MARIAM HIJAZI
What is GDELT ?
 The Global Database of Events, Language, and Tone (GDELT):is a single massive
network that captures what's happening around the world, what its context is and
who's involved, and how the world is feeling about it.
 An open real-time indexed global dataset covering the world’s events, emotions,
locations , images and narratives as they happen in the world in a live data stream
and also it includes historical data from 1979 to the present.
 GDELT takes advantage of the full power of today’s cloud data source that spans
news, television, social media, google, news agencies, images, books, academic
literature and even the open web itself; all from 65 languages; codifying millions of
themes and thousands of emotions; and exploiting algorithms from simple keyword
matches to massive statistical models to deep learning approaches.
Data representation
 he majority of work on news analysis has focused on textual news, but With the help deep-
learning algorithms, more than half a million images per day are cataloged, identifying
objects and activities, logos, text, facial sentiment and even image-based geolocation.
 GDELT offers raw CSV files of all computed metadata beside Graphs.
 Plus it offers a variety of tools and services to allow you to visualize, explore, and export
both the GDELT Event Database and the GDELT Global Knowledge Graph.
 1.2 billion location mentions in a 1.5TB table can be aligned with their corresponding
narratives and exported to a cloud mapping platform in less than 60 seconds.
 1.4 million photographs from 200 million news articles, millions of books can be sentiment
mined at 340 million words per second.
How and where to use the data
 You have the world unfold .. What do you want to do ?what are you thinking
about?
 JUST Write a standard SQL query .. even the most complex queries returning
in near real-time.
 Mostly used in economic , environmental,
biomedical, political research ,awareness
and reactions studies and analysis.
 Brilliant in conflict study like in crisis respond studies.
 For example : in Syrian crisis ..
many complex variables ,events, reactions can all be
Represented in one useful graph that can
be extended to cover all “what if” cases.
Where and how to use the data
 Environmental case:
Where and how to use the data
 economic
Where and how to use the data
 GDELT makes extensive use of Google Cloud Platform, using Google Compute
Engine to run its production systems.
 GDELT creates a wide space of data to explore ..representing the whole world
information of people, organizations, locations, themes, and emotions underlying
events, offers opportunities to understand and interact with our world in new
ways.
Refrences
 http://gdeltproject.org/data.html#gdeltanalysisservice
 How GDELT is cataloging and analyzing the entire planet
 Leetaru, Kalev: The GDELT Project: slides
 Making Sense of Syria ,Julia Plevin :slides
 TrustYou's big data :Cluj Big Data- Big Data in Practice ,Steffen Wenz

More Related Content

Similar to The GDELT project:cataloging and analyzing the entire planet!

Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science  Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science
suresh sood
 
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
Azamat Abdoullaev
 
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest MindsWhitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
Happiest Minds Technologies
 
Rasetti fondazioneisi 29_06_2015
Rasetti fondazioneisi 29_06_2015Rasetti fondazioneisi 29_06_2015
Rasetti fondazioneisi 29_06_2015
CSI Piemonte
 
Event detection in twitter using text and image fusion
Event detection in twitter using text and image fusionEvent detection in twitter using text and image fusion
Event detection in twitter using text and image fusion
csandit
 
JIMS Rohini IT Flash Monthly Newsletter - October Issue
JIMS Rohini IT Flash Monthly Newsletter  - October IssueJIMS Rohini IT Flash Monthly Newsletter  - October Issue
JIMS Rohini IT Flash Monthly Newsletter - October Issue
JIMS Rohini Sector 5
 
Data science innovations
Data science innovations Data science innovations
Data science innovations
suresh sood
 
Big data Paper
Big data PaperBig data Paper
Big data Paper
Daryaz Fares
 
Big data analytics with Apache Hadoop
Big data analytics with Apache  HadoopBig data analytics with Apache  Hadoop
Big data analytics with Apache Hadoop
Suman Saurabh
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogramme
dan mcquillan
 
Fusing text and image for event
Fusing text and image for eventFusing text and image for event
Fusing text and image for event
ijma
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
IJCSEA Journal
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
IJCSEA Journal
 
International Journal of Computer Science, Engineering and Applications (IJCSEA)
International Journal of Computer Science, Engineering and Applications (IJCSEA)International Journal of Computer Science, Engineering and Applications (IJCSEA)
International Journal of Computer Science, Engineering and Applications (IJCSEA)
IJCSEA Journal
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
IJCSEA Journal
 
Big Data For Development A Primer
Big Data For Development A PrimerBig Data For Development A Primer
Big Data For Development A Primer
UN Global Pulse
 
23 ijcse-01238-1indhunisha
23 ijcse-01238-1indhunisha23 ijcse-01238-1indhunisha
23 ijcse-01238-1indhunisha
Shivlal Mewada
 
s00146-014-0549-4.pdf
s00146-014-0549-4.pdfs00146-014-0549-4.pdf
s00146-014-0549-4.pdf
EngrAliSarfrazSiddiq
 
Work/Technology 2050: Scenarios and Actions (Dubai talk)
Work/Technology 2050: Scenarios and Actions (Dubai talk)Work/Technology 2050: Scenarios and Actions (Dubai talk)
Work/Technology 2050: Scenarios and Actions (Dubai talk)
Jerome Glenn
 
Work/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and ActionsWork/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and Actions
Jerome Glenn
 

Similar to The GDELT project:cataloging and analyzing the entire planet! (20)

Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science  Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science
 
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
AI WORLD: I-World: EIS Global Innovation Platform: BIG Knowledge World vs. BI...
 
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest MindsWhitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
Whitepaper: Know Your Big Data – in 10 Minutes! - Happiest Minds
 
Rasetti fondazioneisi 29_06_2015
Rasetti fondazioneisi 29_06_2015Rasetti fondazioneisi 29_06_2015
Rasetti fondazioneisi 29_06_2015
 
Event detection in twitter using text and image fusion
Event detection in twitter using text and image fusionEvent detection in twitter using text and image fusion
Event detection in twitter using text and image fusion
 
JIMS Rohini IT Flash Monthly Newsletter - October Issue
JIMS Rohini IT Flash Monthly Newsletter  - October IssueJIMS Rohini IT Flash Monthly Newsletter  - October Issue
JIMS Rohini IT Flash Monthly Newsletter - October Issue
 
Data science innovations
Data science innovations Data science innovations
Data science innovations
 
Big data Paper
Big data PaperBig data Paper
Big data Paper
 
Big data analytics with Apache Hadoop
Big data analytics with Apache  HadoopBig data analytics with Apache  Hadoop
Big data analytics with Apache Hadoop
 
Data socialscienceprogramme
Data socialscienceprogrammeData socialscienceprogramme
Data socialscienceprogramme
 
Fusing text and image for event
Fusing text and image for eventFusing text and image for event
Fusing text and image for event
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
 
International Journal of Computer Science, Engineering and Applications (IJCSEA)
International Journal of Computer Science, Engineering and Applications (IJCSEA)International Journal of Computer Science, Engineering and Applications (IJCSEA)
International Journal of Computer Science, Engineering and Applications (IJCSEA)
 
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
ANALYSIS OF TOPIC MODELING WITH UNPOOLED AND POOLED TWEETS AND EXPLORATION OF...
 
Big Data For Development A Primer
Big Data For Development A PrimerBig Data For Development A Primer
Big Data For Development A Primer
 
23 ijcse-01238-1indhunisha
23 ijcse-01238-1indhunisha23 ijcse-01238-1indhunisha
23 ijcse-01238-1indhunisha
 
s00146-014-0549-4.pdf
s00146-014-0549-4.pdfs00146-014-0549-4.pdf
s00146-014-0549-4.pdf
 
Work/Technology 2050: Scenarios and Actions (Dubai talk)
Work/Technology 2050: Scenarios and Actions (Dubai talk)Work/Technology 2050: Scenarios and Actions (Dubai talk)
Work/Technology 2050: Scenarios and Actions (Dubai talk)
 
Work/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and ActionsWork/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and Actions
 

Recently uploaded

一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
nuttdpt
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
nyfuhyz
 
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdfUdemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Fernanda Palhano
 
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
Timothy Spann
 
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
bopyb
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
nuttdpt
 
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Aggregage
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
javier ramirez
 
Palo Alto Cortex XDR presentation .......
Palo Alto Cortex XDR presentation .......Palo Alto Cortex XDR presentation .......
Palo Alto Cortex XDR presentation .......
Sachin Paul
 
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataPredictably Improve Your B2B Tech Company's Performance by Leveraging Data
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Kiwi Creative
 
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
ihavuls
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
Roger Valdez
 
Analysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performanceAnalysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performance
roli9797
 
Open Source Contributions to Postgres: The Basics POSETTE 2024
Open Source Contributions to Postgres: The Basics POSETTE 2024Open Source Contributions to Postgres: The Basics POSETTE 2024
Open Source Contributions to Postgres: The Basics POSETTE 2024
ElizabethGarrettChri
 
A presentation that explain the Power BI Licensing
A presentation that explain the Power BI LicensingA presentation that explain the Power BI Licensing
A presentation that explain the Power BI Licensing
AlessioFois2
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
apvysm8
 
Experts live - Improving user adoption with AI
Experts live - Improving user adoption with AIExperts live - Improving user adoption with AI
Experts live - Improving user adoption with AI
jitskeb
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Walaa Eldin Moustafa
 
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
wyddcwye1
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
AndrzejJarynowski
 

Recently uploaded (20)

一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
 
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdfUdemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
 
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
 
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
 
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
 
Palo Alto Cortex XDR presentation .......
Palo Alto Cortex XDR presentation .......Palo Alto Cortex XDR presentation .......
Palo Alto Cortex XDR presentation .......
 
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataPredictably Improve Your B2B Tech Company's Performance by Leveraging Data
Predictably Improve Your B2B Tech Company's Performance by Leveraging Data
 
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
原版制作(unimelb毕业证书)墨尔本大学毕业证Offer一模一样
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
 
Analysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performanceAnalysis insight about a Flyball dog competition team's performance
Analysis insight about a Flyball dog competition team's performance
 
Open Source Contributions to Postgres: The Basics POSETTE 2024
Open Source Contributions to Postgres: The Basics POSETTE 2024Open Source Contributions to Postgres: The Basics POSETTE 2024
Open Source Contributions to Postgres: The Basics POSETTE 2024
 
A presentation that explain the Power BI Licensing
A presentation that explain the Power BI LicensingA presentation that explain the Power BI Licensing
A presentation that explain the Power BI Licensing
 
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
 
Experts live - Improving user adoption with AI
Experts live - Improving user adoption with AIExperts live - Improving user adoption with AI
Experts live - Improving user adoption with AI
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
 
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
原版一比一利兹贝克特大学毕业证(LeedsBeckett毕业证书)如何办理
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
 

The GDELT project:cataloging and analyzing the entire planet!

  • 1. The GDELT project RITA AL KHOURY MARIAM HIJAZI
  • 2. What is GDELT ?  The Global Database of Events, Language, and Tone (GDELT):is a single massive network that captures what's happening around the world, what its context is and who's involved, and how the world is feeling about it.  An open real-time indexed global dataset covering the world’s events, emotions, locations , images and narratives as they happen in the world in a live data stream and also it includes historical data from 1979 to the present.  GDELT takes advantage of the full power of today’s cloud data source that spans news, television, social media, google, news agencies, images, books, academic literature and even the open web itself; all from 65 languages; codifying millions of themes and thousands of emotions; and exploiting algorithms from simple keyword matches to massive statistical models to deep learning approaches.
  • 3. Data representation  he majority of work on news analysis has focused on textual news, but With the help deep- learning algorithms, more than half a million images per day are cataloged, identifying objects and activities, logos, text, facial sentiment and even image-based geolocation.  GDELT offers raw CSV files of all computed metadata beside Graphs.  Plus it offers a variety of tools and services to allow you to visualize, explore, and export both the GDELT Event Database and the GDELT Global Knowledge Graph.  1.2 billion location mentions in a 1.5TB table can be aligned with their corresponding narratives and exported to a cloud mapping platform in less than 60 seconds.  1.4 million photographs from 200 million news articles, millions of books can be sentiment mined at 340 million words per second.
  • 4.
  • 5.
  • 6.
  • 7. How and where to use the data  You have the world unfold .. What do you want to do ?what are you thinking about?  JUST Write a standard SQL query .. even the most complex queries returning in near real-time.
  • 8.
  • 9.  Mostly used in economic , environmental, biomedical, political research ,awareness and reactions studies and analysis.  Brilliant in conflict study like in crisis respond studies.  For example : in Syrian crisis .. many complex variables ,events, reactions can all be Represented in one useful graph that can be extended to cover all “what if” cases. Where and how to use the data
  • 10.  Environmental case: Where and how to use the data
  • 11.  economic Where and how to use the data
  • 12.  GDELT makes extensive use of Google Cloud Platform, using Google Compute Engine to run its production systems.  GDELT creates a wide space of data to explore ..representing the whole world information of people, organizations, locations, themes, and emotions underlying events, offers opportunities to understand and interact with our world in new ways.
  • 13. Refrences  http://gdeltproject.org/data.html#gdeltanalysisservice  How GDELT is cataloging and analyzing the entire planet  Leetaru, Kalev: The GDELT Project: slides  Making Sense of Syria ,Julia Plevin :slides  TrustYou's big data :Cluj Big Data- Big Data in Practice ,Steffen Wenz