Final Group Project Data is WHO air pollution Clustering methods: Hierarchical, GMM, and DBSCAN

DATA542 Group II Final Project

Angel Serrano, Paula González, Adrián Rosario

This report analyses over 2 million minute-by-minute electricity readings from a single household in France (December 2006 – November 2010). It covers data cleaning, exploratory data analysis through five visualisations, and anomaly detection using the IQR method — identifying 94,907 high-consumption events exceeding 3.36 kW. Built with R, tidyverse, and lubridate.

Examen final de la clase de minería de datos. Utilizando Clasificación supervisada (KNN, Clasificador Bayesiano y arboles de decisiones)