With social media as the frontier of many American adolescent lives. there seems to be a shift in experiences of the new generation. This paper delves into the impacts of American adolescent media engagement. with a priority of the role of social media data mining in understanding behaviour and trends. https://www.unionlosangelers.shop/product-category/socks/