Delving into motion picture perceptions is increasingly vital for businesses and creative professionals. By meticulously scrutinizing viewer actions, we can obtain a deeper grasp of what resonates with audiences. This includes observing metrics such as watch duration, finish rates, and viewer demographics. Ultimately, actionable video understanding