A thorough review of the Sridevi Panel graph reveals interesting trends regarding user behavior. Early on, we observed a consistent rise in interaction during the leisure days, suggesting a desire for leisurely viewing. Furthermore, the information point towards a relationship between particular video categories and peak viewership times, allowing