The burgeoning expansion of digital video services has revolutionized the leisure landscape. Currently, several providers, like Amazon Prime Video, are competing for consumer attention , leading to a intense marketplace. Looking forward , we anticipate sustained shift away from broadcast television , with increasing emphasis on personalized content