Fig. 4: Heatmap analysis of lagged mutual information between sentiment variables and stock prices.

This figure displays the nonlinear interrelationships among media sentiment, investor sentiment, and stock prices across varying lag periods. The intensity of the colors indicates the strength of the mutual information at each time lag.