Este documento explora las concentraciones de oro (Au_ppm) obtenidas de muestreos de sondaje, identifica los valores atípicos y los clasifica en intervalos mediante cortes iguales, percentiles y Jenks utilizando el paquete classInt en R. Se incluye el código completo para reproducir los análisis y ajustar el número de clases o las etiquetas según tu criterio, facilitando su integración en estudios estadísticos y modelos de machine learning.

This report explores the U.S. National Oceanic and Atmospheric Administration (NOAA) storm database to identify the most harmful types of severe weather events in the United States. The goal is to determine which events have the greatest impact on population health and economic consequences. The analysis focuses on the total number of fatalities and injuries to assess health impact, and on property and crop damage to evaluate economic impact. Bar plots are used to visually represent the most impactful weather events. This analysis can help emergency management agencies prioritize resource allocation and disaster preparedness.