In the last years, Social Network Analysis (SNA) has become an active field of research in the statistical framework due the increasing demand of information on a society which is progressively getting more and more "connected". Interesting applications entail, for instance, social integration, import/export flows, migration, etc... The course aims at studying some of the most recent and advanced methodologies in the SNA field.