count nan in numpy array code example

Example 1: how many nan in array python

np.count_nonzero(~np.isnan(data))

Example 2: python numpy array check if all nans

np.all(np.isnan(numpy_array))

Example 3: check nan values in a np array

array_has_nan = np.isnan(array_sum)