Mood Ring transforms public digital expression into a live, color-coded map of collective human sentiment — by city, region, and topic — in real time.
Eight emotional states. One map.
A four-step pipeline from raw digital noise to intuitive geographic insight.
Public digital signals — social posts, news feeds — are collected in real time across the globe.
Each signal is classified into one of eight nuanced emotional categories using AI-powered language models.
Signals are grouped by geography and time window, producing weighted emotional distributions per region.
The result is a live, color-coded world map — an emotional weather layer over the information ecosystem.
Built for organizations that need fast, intuitive understanding of public sentiment at scale.
Instant visual context for breaking events. See how audiences react as stories unfold.
Aggregate sentiment tied to economic topics may surface early signals of volatility or confidence shifts.
Structured, aggregated datasets for computational social science, political science, and psychology.
Geographic emotional layers that complement traditional dashboards and reveal regional nuance.
Explore the interactive demo — city-level emotion aggregation, timeline playback, and topic filters, running live in your browser.
Launch Demo