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Automated Trading Signal Analytics
A real-time analytics module for monitoring and evaluating automated cryptocurrency trading signals.
The system automatically stores and analyzes generated BUY, SELL, and HOLD signals, tracks confidence scores, records market prices, and provides performance statistics directly through a Telegram interface.
Key features:
Automated BUY / SELL / HOLD signal tracking
Real-time signal statistics
Confidence score monitoring
Historical signal logging
Trade performance and PnL analytics
Win rate tracking
PostgreSQL data storage
Telegram reporting interface
Automated background monitoring
This analytics module is part of a larger Python-based automated market analysis and demo trading system.
@Денис Нижегородов Tracking HOLD signals alongside BUY and SELL should make the win-rate view more honest. How are confidence scores calibrated before the PostgreSQL results reach Telegram?
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