Sample Covariance

Wikipedia

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

Join a sequence of arrays along a new axis.
xy_stacked = np.stack((x_array, y_array))

print('Covariance: ', np.cov(xy_stacked)[0][1])