Several fast and non-destructive instrumental methods have been proposed to overcome these hurdles. Between them, artificial noses, infrared and UV–visible spectroscopy have proven to be successful analytical methods for analyses of olive oil. All these techniques give non-specific fingerprints of oil samples, which, by means of multivariate data analysis, provide useful information for