Abstract This article introduces a new method for grouping keywords and examines the extent to which it also allows analysts explore interaction of discourse subregister. It uses multivariate statistical technique, Multiple Correspondence Analysis, reveal dimensions co-occur across texts corpus. These are then interpreted in terms discourses they contribute within data, thus forming basis corpu...