Introduction

Cryptocurrency investors congregate in Telegram and Discord chat rooms, where discussions spread fear and euphoria rapidly. Emotional contagion—rapid spread of emotions through social networks—is extreme in crypto due to 24/7 trading and leverage. Tracking emotional contagion predicts crypto volatility spikes and potential crashes.

Chat Room Sentiment Evolution

Monitor crypto chat rooms. Measure daily sentiment evolution (moving from calm to fearful or euphoric). Detect contagion: rapid sentiment changes across multiple chats indicate coordinated emotional shift. High contagion correlates with volatility spikes and flash crashes in crypto prices.

Early Warning System

When contagion metrics spike (detected via NLP of chat messages), issue alerts. Traders can reduce leverage, tighten stops, or hedge volatility. Prevents catastrophic losses during emotional-contagion-driven crashes.

Conclusion

Emotional contagion detection in crypto social networks provides early warning of volatility spikes and crash risk.