Elxes continuously scans Binance Futures USDT pairs across 1-minute, 3-minute, and 5-minute candles.
Streams: Real-time data per symbol & interval.
Delta detection: Immediate % change between candle open/close; “Last 3” provides short context.
Volume anomaly: Current quote volume vs ~30-min rolling average → Vol× multiplier.
Tags:UPDOWNVOL explain why an event appears.
Market Anomaly Alerts: Detect statistically unusual market behavior using a hybrid, noise-filtered model.
Elxes Market Anomaly Alerts are inspired by academic research on detecting abnormal behavior in cryptocurrency markets,
but they are not a direct, one-to-one implementation of any single research model.
Instead, Elxes applies a hybrid and adaptive approach optimized for real-time public monitoring,
where excessive signals would reduce clarity.
The system evaluates unusual price and volume behavior relative to each asset’s own recent history using
volatility-aware baselines and strict filtering. Many low-confidence detections are intentionally discarded,
and only higher-confidence anomalies are displayed. The anomaly Score reflects statistical abnormality only
and does not indicate price direction or future movement.
This module is informational only and does not provide trading signals or investment advice.
Its design is influenced by academic work such as Karbalaii (2025),
“Detecting Crypto Pump-and-Dump Schemes”, adapted for real-time streaming data and practical noise reduction.
Large Trades: Real-time aggTrades above your threshold (e.g., 1M USD). BUY/SELL refers to taker side (market aggressor).
Audible cues: Optional beeps when |Δ%| ≥ 3.
Row click: Opens the symbol on Binance Futures in a new tab.