A thorough analysis of the Sridevi Panel diagram reveals interesting trends regarding client behavior. Early on, we observed a consistent rise in engagement during the weekends , suggesting a preference for casual viewing. Furthermore, the findings point towards a correlation between specific video categories and greatest viewership times, allowing