The expansion of online film platforms has caused a significant spike in the need for detailed video analysis. Companies and advertisers are now actively seeking understandings into viewer behavior, interaction metrics, and general effectiveness. Cutting-edge tools are appearing to enable experts understand complicated statistics and enhance conten