The activity focused on the analysis of high frequency GPS trajectories collected through smartphone apps, with the goal of studying movement of citizens inside urban areas. The final goal is that of infere the transport mode used by inhabitants of different zones of the city. The analysis started leveraging on open data released by Microsoft, than extended to Italian data in possession of Sony CSL.