Abstract The analysis of movement trajectories plays a central role in many application areas, such as traffic management, sports analysis, and collective behavior research, where large complex trajectory data sets are routinely collected these days. While automated methods available to extract characteristics statistics on the geometry, patterns, locations that might be associated with importa...