In [1]: import numpy as np In [4]: arr = np.array( range(12)).reshape( 3, 4) In [5]: arr Out[5]: array([[ 0, 1, 2, 3], [ 4, 5, 6, 7], [ 8, 9, 10, 11]]) In [6]: arr[0,:] Out[6]: array([0, 1, 2, 3]) In [7]: arr[:,0] Out[7]: array([0, 4, 8])