>>> """
===========================
Frontpage histogram example
===========================

This example reproduces the frontpage histogram example.
"""
... 
... import matplotlib.pyplot as plt
... import numpy as np
... 
... 
... random_state = np.random.RandomState(19680801)
... X = random_state.randn(10000)
... 
... fig, ax = plt.subplots()
... ax.hist(X, bins=25, density=True)
... x = np.linspace(-5, 5, 1000)
... ax.plot(x, 1 / np.sqrt(2*np.pi) * np.exp(-(x**2)/2), linewidth=4)
... ax.set_xticks([])
... ax.set_yticks([])
... fig.savefig("histogram_frontpage.png", dpi=25)  # results in 160x120 px image
...