Sentiment Analyzer
Sentiment Analyzer uses advanced Natural Language Processing (NLP) to analyze millions of social media posts, news articles, and forum discussions in real-time. The system quantifies market sentiment and generates trading signals when sentiment reaches extreme levels or shows rapid changes that historically precede price moves.
Strategy Overview
Strategy Parameters
Monitored platforms and feeds
Rolling period for sentiment score
Bullish/bearish sentiment extremes
Rapid sentiment shift threshold
Entry Signals
Advantages
- Alternative data edge
- Early signal before price moves
- Captures narrative-driven moves
- Adapts to market themes
Risks to Consider
- Sentiment can be manipulated
- Lag between sentiment and price
- Noise in social data
- Platform API limitations
Important Risk Information
Past performance does not guarantee future results. All trading strategies involve risk, and you may lose some or all of your invested capital. The win rates and Sharpe ratios shown are based on backtesting from 2015-2024 and may not reflect future performance. Always use proper position sizing and risk management.