A careful analysis of the Sridevi Panel graph reveals interesting patterns regarding user behavior. Early on, we identified a gradual increase in interaction during the leisure days, suggesting a desire for leisurely viewing. Furthermore, the data point towards a relationship between certain video categories and peak viewership times, allowing for