import matplotlib.pyplot as plt
fig, ax = plt.subplots(figsize=(3, 2))
an1 = ax.annotate("Test 1", xy=(0.5, 0.5), xycoords="data",
va="center", ha="center",
bbox=dict(boxstyle="round", fc="w"))
an2 = ax.annotate("Test 2", xy=(0.5, 1.), xycoords=an1,
xytext=(0.5, 1.1), textcoords=(an1, "axes fraction"),
va="bottom", ha="center",
bbox=dict(boxstyle="round", fc="w"),
arrowprops=dict(arrowstyle="->"))
fig.subplots_adjust(top=0.83)
plt.show()