Since smoking is a major health problem, this project aims to identify patterns and trends in smoking behavior among youth, and evaluate the effectiveness of various smoking cessation strategies. By analyzing the data, we can determine where and who to target, which will enable us to inform public health campaigns and policies aimed at reducing smoking rates and improving overall health outcomes.