This report analyzes the U.S. NOAA Storm Database (1950-2011) to identify which severe weather events are most harmful to public health and which cause the greatest economic damage. Using R, the analysis finds that tornadoes pose the greatest threat to human life and safety, while floods cause the most property and crop damage.