This document seeks to identify the climatic events that had the greatest impact in the economy and health of the American population between 1996 and 2011, by analysing the U.S. National Oceanic and Atmospheric Administration’s database. This work is part of the Reproducible Research course of the Johns Hopkins University Data Science Specialization.