GDELT GKG 2.0
Real-time metadata with theme and sentiment tagging at article level.
Advanced Framework
Decoding Global Media Flows
Our research framework establishes a comprehensive bridge between high-frequency news metadata and regime-level institutional metrics. By synthesizing signals from over a billion articles, we reveal systemic structures that govern cross-border perception.
Data Source & Scale
Leveraging GDELT GKG 2.0, our platform processes high-velocity and multilingual news flows to capture dynamic global narratives across countries and regions.
1.4 Billion Articles
A massive longitudinal corpus supporting robust inference about global media shifts.
Global Coverage
Coverage spans 55K+ outlets and 176 countries for broad global representation.
Network Construction
We identify source countries and target countries to build bilateral information chains, then aggregate link strength and tone into an analyzable media flow network.
Source Identification
Origins are cross-validated with outlet metadata and domain cues for stable assignment.
Target Identification
Target-country mentions are detected and normalized into reliable cross-country links.
"We transform fragmented media signals into a coherent global perception network."
14,379 Bilateral ChainsMedia Alliance Network
Beyond bilateral links, we estimate third-country alignment by comparing how countries describe common targets, revealing latent narrative coalitions and ideological blocs.
Third-Country Alignment
Similarity in tone toward common targets uncovers shared agenda structures.
Granular Alliance Blocs
Clustered alignments map nuanced blocs across regions and political systems.
Analysis of Slant & Topic
We separate emotional polarity from topic emphasis to detect how media shape selective realities through both tone and issue framing.
Reporting Tone
Measures positive-versus-negative balance and tracks sentiment asymmetry over time.
Topic Selection
Identifies issue prioritization patterns that support divergent geopolitical narratives.
Determinants of Media Slant
A gravity-style analytical framework evaluates how institutions, information control, and domestic pressure shape cross-border reporting bias.
Institutional Distance
Regime divergence predicts persistent tone asymmetry and selective emphasis.
Primary DriverInformation Control
Media-control environments can amplify strategic narrative divergence.
Key MechanismDomestic Distress
Internal pressure often coincides with stronger external narrative polarization.
Contextual Factor