A boolean array can be created manually by using dtype=bool when creating the array. Values other than 0, None, False or empty strings are considered True.
import numpy as np
bool_arr = np.array([1, 0.5, 0, None, 'a', '', True, False], dtype=bool)
print(bool_arr)
# output: [ True True False ...
