In our paper, we showed how we can use some simple social signals, the speaking activity, to reconstruct disparate and diverse aspects of social and individual life ranging from the functional roles played by the participants in a meeting to static characteristics of individuals (personality traits). To our knowledge, our paper is also the first one that tries to reconstruct some relevant indiv...