This is a map of Queens. The darker the green means that more people have asthma in tat area. Yellow dots indicate frequency of smoking. The more yellow dots, the more people smoke in that area. There does not seem to be a good correlation between the frequency of smoking and asthma. After making a scattergram, it was clear that there was little correlation between smoking and the frequency of asthma in queens. Seems that frequency of asthma might have to do with something else. Other research might need to be done to figure out cause of asthma.