The paper sets up a formal mathematical scheme to describe the relations amongst a set of elements which may have any of a number of properties in common. The method uses graphs and trees and their matrix representation. The idea of clustering is developed with a note on some problems which have been solved with a general purpose computer program. There is an indication of the possibility of applying the analysis to problems in many different fields.