The present invention is directed to methods of identifying and/or comparing humans. More particularly, the present invention is directed to methods of collecting human scent compounds from a subject, extracting the compounds, analyzing the compounds, and correlating the compounds to a unique compound profile for the subject. These unique compound profiles can be used to distinguish one subject from another, or to identify a specific subject based upon a sample.