Social Media Sentiment Scoring

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Social Sentiment Scoring

Context Analytics transforms social media into structured, predictive data feeds. Our APIs for X and StockTwits deliver real-time sentiment signals built to support quant trading, research, risk, and market intelligence—easily integrated into dashboards, GUIs, and analytics platforms.

Real-time APIs for X and StockTwits data
Structured sentiment signals for quant trading
Easy integration into dashboards and platforms

Using S-Score Strategy for Portfolio Enhancement

Historical returns demonstrating the alpha generation potential of sentiment-driven strategies

AI Summary Feed

English summaries of Twitter activity over the last 24 hours, providing natural language interpretation of quantitative social sentiment data for strategic decision making.

AI-generated summaries
Key theme extraction
Impact predictions
Narrative analysis

Activity Feed

Time slice view of social activity with volume metrics, source attribution, and engagement analytics for comprehensive sentiment analysis within specific periods.

Volume metrics
Source attribution
Daily sentiment scores
Trend analysis

S-Factor Feed

Core sentiment metrics with S-Score values, statistical significance flags, and real-time market impact analysis derived from social data.

S-Score values (-4.25 to +4.25)
Statistical significance flags
Historical trend data
Real-time updates

Market Impact & Applications

Proven performance across trading, investing, and risk management applications

Signal Speed
1-Min
Update Frequency
Rapid signal updates capture sentiment shifts quickly
Market Coverage
3,000+
Securities Tracked
Comprehensive coverage across major equity markets
Alpha Generation
Positive
Excess Returns
S-Score strategies generate consistent alpha over benchmarks
Risk Reduction
Lower
Drawdown Reduction
Sentiment overlay helps reduce portfolio drawdowns
Sharpe Improvement
Higher
Risk-Adj Returns
Enhanced risk-adjusted performance through sentiment integration
Key Applications
Algorithmic Trading Signal Integration
Portfolio Management Risk Overlay
Research & Analysis Fundamental Support
Risk Management Early Warning
Market Making Flow Prediction

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