The growth of online film platforms has led to a significant jump in the demand for detailed video review. Brands and promoters are now eagerly seeking insights into audience behavior, engagement metrics, and overall performance. Advanced tools are emerging to enable analysts understand complex statistics and optimize material plans. This growing f