Hierarchical cluster and linear discriminant analysis, associated with physicochemical assays, were used to identify the origin of gasoline commercialized in Brazilian gas stations, which is important information to determine the profile of fuel and aid in the identification of dissimilar samples that may be associated with adulterations.