Saving arrays as columns with np.savetxt

Use numpy.c_[]:

np.savetxt('myfile.txt', np.c_[x,y,z])

Use numpy.transpose():

np.savetxt('myfile.txt', np.transpose([x,y,z]))

I find this more intuitive than using np.c_[].