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October 13, 2025Open Access

CognitiveSky: Scalable Sentiment and Narrative Analysis for Decentralized Social Media

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CognitiveSky analyzes large-scale user-generated content in real-time, enhancing public discourse analysis.
The framework uses transformer-based models to produce structured outputs from social media data via Bluesky's API.
Operationalize low-cost sentiment analysis with a dynamic dashboard visualizing emotional and conversational patterns.
Modular design opens applications beyond mental health, including disinformation detection and civic sentiment enhancement.

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Observational analysis drives sentiment and narrative insights in decentralized social media, suggesting new tools for public discourse.

Chhetri et al. (2025) studied this question.

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