A method of and apparatus for improving the resolution of compounds eluted from a separation device are disclosed, particularly suited for use in the fields of gas or liquid chromatography. Embodiments of the invention provide that spectroscopic data are measured from an effluent eluted from a chromatography device as a function of elution time; peaks in intensity are identified to form a first set of identified peaks; peaks not due to an eluting compound are discarded from the first set of identified peaks thereby forming a second set of identified peaks from those retained; each peak in the second set of peaks is transformed into a first model peak centered on the elution time of each peak in the second set of peaks; some or all the model peaks created are added together to create a new chromatogram; and all identified peaks in intensity in the second set of peaks having elution times within a given time period of identified peaks in intensity in the new chromatogram are grouped together and assigned to a single eluted compound thereby forming a processed data set.