The expansion of online video platforms has led to a significant jump in the need for thorough film analysis. Companies and promoters are now eagerly seeking understandings into viewer behavior, engagement metrics, and overall effectiveness. Cutting-edge systems are developing to enable professionals decipher intricate statistics and optimize foota