import collections, numpy a = numpy.array([0, 3, 0, 1, 0, 1, 2, 1, 0, 0, 0, 0, 1, 3, 4]) collections.Counter(a) # Counter({0: 7, 1: 4, 3: 2, 2: 1, 4: 1})