uint8_series = pandas.Series(numpy.empty(100_000_000, dtype=numpy.uint8)) float64_series = pandas.Series(numpy.empty(100_000_000, dtype=numpy.float64)) %timeit uint8_series.mean() %timeit float64_series.mean()