Development of a methodological proposal for analyzing the energy performance of the company TransMilenio S.A. using adaptations of statistical methods such as the control diagram and box plot, for the evaluation of data quality; and analysis through principal components analysis and classification analysis, finally define the environmental impacts produced by the fuel consumption of the fleet.