Uncorrected Sample Standard Deviation

Wikipedia

x_array = [row[0] for row in dataset]
y_array = [row[1] for row in dataset]

print ('Sx: ', np.std(x_array, axis=0))
print ('Sy: ', np.std(y_array, axis=0))