The concept of **VideoCelebs** has emerged as a pivotal facet of modern celebrity culture, transforming how stardom is defined and experienced in the digital age. Traditionally, celebrities were predominantly featured in mainstream media outlets such as film and television. However, the advent of social media and video-centric platforms has altered this landscape, enabling a new genre of celebrity to rise—