A careful review of the Sridevi Panel diagram reveals significant trends regarding customer behavior. Initially , we identified a gradual growth in participation during the weekends , suggesting a inclination for relaxed viewing. Furthermore, the information point towards a relationship between specific video categories and greatest viewership time