The classification and clustering of e-documents, online news, blogs, e-mails and digital libraries need text mining, machine learning and natural language processing techniques to get meaningful knowledge. This paper provides a review of the principles, advantages and applications of document classification, Document clustering and text mining, focusing on the existing literature.