Communication in the modern world is more versatile than ever. Written language can vary from novels and newspaper articles to instant messaging and personal letters, while spoken language ranges from formal speeches and interviews to mobile and face-to-face conversations. The DAMMOC project is about analysing and comparing language use in different contexts. Using state-of-the-art techniques from data mining and information visualisation, we are developing new tools and methods for studying this enormous variety of linguistic communication.