YouTube has transformed a global phenomenon, featuring content ranging from educational tutorials to entertaining comedy sketches. Unraveling its vast and diverse audience is vital for creators, marketers, and anyone desiring to engage with this fluid {community|. The key to deciphering YouTube's audience lies in analyzing its profiles, preferences