How NLP models turn crypto tweets into bullish and bearish signals, which tools work, and where bots, sarcasm and lagging social data break the signal.

Sentiment analysis — a technique that uses natural language processing (NLP), machine learning (ML) and AI to gauge emotions in customer interactions — has emerged as a powerful tool for uncovering ...