LIFD Social Sentiment Analysis

Real-time, research-grade sentiment from Twitter and StockTwits for LIFD. We aggregate message volume, bullish–bearish balance, engagement velocity, and short-term trend shifts to help assess crowd psychology and potential flows that can impact price. Use alongside fundamentals and technicals for balanced decisions.