Identification of components of Brazilian honey by 1H NMR and classification of its botanical origin by chemometric methods

► Chemometrics and NMR were used to classify honeys according to their nectar origin. ► PLS-DA showed better efficiency to classify the honeys. ► PCA and HCA allowed discriminating and detecting adulterated honeys. ► NMR spectra and loading graphics showed compounds responsible by honeys discrimination.