A careful examination of the Sridevi Panel graph reveals interesting trends regarding user behavior. Initially , we identified a consistent growth in interaction during the Saturday & Sundays , suggesting a desire for casual viewing. Furthermore, the information point towards a link between particular video categories and greatest viewership times,