We use DEBuNk , a data mining algorithm which enables identifying groups and contexts showing a relative behavior that is exceptional, compared to the usual relative behavior of these groups. For a better understanding and interpretation of the results, the visual interface includes a text generation module which transcribes the obtained patterns into texts. We illustrate our approach through the web platform ANCORE with voting data from the European Parliament.