Does Perception Matter in Asset Pricing? Modeling Volatility Jumps Using Twitter-Based Sentiment Indices

This article uses public perceptions to forecast short-term fluctuations in asset prices. Based on four billion tweets scraped between 2009 and 2019, I perform textual analysis to construct daily s...