The expansion of online video platforms has caused a significant increase in the demand for detailed motion picture review. Companies and marketers are now eagerly seeking perspectives into audience behavior, interaction metrics, and general effectiveness. Advanced systems are emerging to help analysts understand complex statistics and improve mate