In an era dominated by digital content, videos have become the primary medium for communication, entertainment, and information sharing. Among the plethora of platforms catering to this demand, Facebook stands out as one of the giants, hosting a vast array of videos ranging from personal memories to viral sensations and informative content. However, despite the wealth of videos available on...