Integer overflow in numpy arrays

Question

import numpy as np
a = np.arange(1000000).reshape(1000,1000)
print(a**2)

With this code I get this answer. Why do I get negative values?

Answer 1

numpy integer types are fixed width and you are seeing the results of integer overflow.