The article explores market trading and investor behavior. It shows that limit order books quickly recover from liquidity shocks, especially for large stocks. Non-retail investors use algorithmic trading more than retail investors, affecting trading costs. Retail investors tend to underperform during earnings announcements, benefiting top-tier institutional investors.