A method and apparatus for analyzing documents and thereby determining the association between words in a language. The method includes providing a collection of documents, selecting a first word or word string, and a second word or word string occurring in the documents. The method further involves associating first word or word strings and second word or word strings with common word or word strings based on frequency of occurrence of the common word or word strings within the ranges.