Market Sentiment Analysis: AI Processing of Social Media and News for Trading Signals

Social media and news sentiment can move markets.

Data Sources

Each source is weighted by historical predictive power.

Sentiment Scoring

Fine-tuned transformer models trained on financial text produce granular sentiment scores — not just positive/negative, but dimensions like conviction, uncertainty, and urgency.

Contrarian Signals

Extreme sentiment often signals reversals.