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Sentiment Analysis

Sentiment Analysis Cross-Platform Market Intelligence

Aggregate sentiment signals from news, social media, forums, and community platforms providing institutional investors with a comprehensive, multi-source view of market narrative and opinion.

Frequency Real-time
History 2004+
Sources 20+ platforms
Latency < 5 Min

Cross-platform sentiment analytics aggregating signals from multiple sources into consistent investment-grade scores.

Multi-source Aggregation

Combine sentiment signals from news, Reddit, X/Twitter, forums, and more into a single normalised score for each company or sector.

Sentiment Divergence Detection

Identify when sentiment across sources diverges -- often a signal of information asymmetry or narrative disputes with investment implications.

Mapped to Public Companies

All signals are normalised and mapped to 50,000+ listed equities globally, with consistent identifiers and update schedules so you can integrate directly into existing research workflows.

Leverage Sentiment Analysis data across multiple investment strategies and research workflows. All signals are mapped to public companies for direct integration into equity research.

Systematic Sentiment Factors

Use consistent multi-source sentiment scores as quantitative factors in systematic strategies, with full historical data for backtesting.

  • Sentiment factor construction
  • Historical signal backtesting
  • Cross-sectional comparison
  • Signal decay analysis

Earnings Catalyst Detection

Track sentiment momentum across platforms ahead of earnings to identify whether narrative setup is positive, negative, or divergent.

  • Pre-earnings narrative analysis
  • Sentiment momentum tracking
  • Institutional vs retail sentiment split
  • Surprise direction indicators

Risk Monitoring

Monitor cross-platform sentiment deterioration as an early warning layer for emerging operational, reputational, or regulatory risks.

  • Portfolio sentiment monitoring
  • Risk escalation alerts
  • Counterparty risk signals
  • Regulatory risk indicators

BUILT BY INVESTORS, FOR INVESTORS