Today there are many data mining algorithms to extract knowledge from data, but their exploration requires the intervention of a domain expert. Innovative solutions are needed to automate the process. In this thesis work a new tool is proposed, that automatically analyzes a dataset, briefly recounting the salient aspects hidden in the data