import matplotlib.pyplot as plt

def handle_close(evt):
    print 'Closed Figure!'

fig = plt.figure()
fig.canvas.mpl_connect('close_event', handle_close)

plt.text(0.35, 0.5, 'Close Me!', dict(size=30))
plt.show()