In the modern era social media (SM) plays a vital role in everyone's life; there are many challenging issues and problems in social media (SM). Among them, self-esteem (SE) and body image (BI) analysis of behavior are major concerns in this area. Therefore, in this article a data-driven model is proposed to analyze social networking sites affect the different attributes of teenage girls. In the current era, the key source of information is social media (SM) which targets different features such as body image (BI), self-esteem (SE), etc., among individuals. For this purpose, the authors perform data collection, cleaning, and data processing; then they apply an artificial intelligence technique to investigate the effect of social media (SM) among teenage girls.