liquidation-cluster-signal-scraper
Unverified ML strategy on Crypto by leionion. BotFinder score 18 out of 100.
A bot that scrapes open-interest and liquidation heatmaps to alert traders when a "Short Squeeze" or "Long Squeeze" is imminent.
Source: github
BotFinder analysis pending.
liquidation-cluster-signal-scraper
Liquidation Cluster Signal Scraper Automated crypto liquidation heatmap signal detector for Binance, Bybit, and OKX futures markets. Liquidation Cluster Signal Scraper is an open-source crypto trading signal tool that detects potential short squeeze and long squeeze events by monitoring liquidation heatmaps and open interest (OI) data across major derivatives exchanges. The system continuously analyzes liquidation clusters, price proximity, and open interest acceleration to identify areas where leveraged traders are likely to be liquidated. These zones often act as liquidity magnets and can trigger rapid price moves in futures markets. The scraper collects data from: - Binance Futures - Bybit Perpetuals - OKX derivatives markets - liquidation heatmap sources such as Coinglass Signals are generated when: - price approaches a high-density liquidation cluster - open interest increases rapidly near that level - cluster density exceeds a configurable threshold The project runs locally in Python using WebSockets, Selenium scraping, and exchange APIs, and outputs structured signals that can
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Recalculated at each data collection. Transparency means showing the bad weeks too.
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Alerts on changes: coming soon
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Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)