# plot vector
# = plot scale * component direction * component length
v1 = 2 * components[0] * np.sqrt(exp_var[0])
v2 = 2 * components[1] * np.sqrt(exp_var[1])
c = (0, 0) # Center is at 0,0 because of our standardization