A method estimates resource consumption between applications within and among a population of wireless mobile devices. Aggregating and analyzing samples for each member of the population of devices provides comparable individual results. Subsequently aggregating and analyzing only summary information for each member of the population of devices provides cluster, crowd, and global comparisons. An apparatus determines out of norm behavior of an individual within a crowd, or relative differences between two crowds.