pandas always cast column to object even if column contains only integer

Question

I try this one:

pd.DataFrame(numpy.array([[1, 2, 3], [4, 5, 6], [7, \'a\', \'b\']]), columns=[\'a\', \'b\', \'c\']).dtypes

a    object
b    object
c    objec