n = 10000  # doctest: +SKIP
df = pd.DataFrame({'x': np.random.randn(n),  # doctest: +SKIP
                   'y': np.random.randn(n)})
ax = df.plot.hexbin(x='x', y='y', gridsize=20)  # doctest: +SKIP