How to Generate Standard Deviation Graph in Python

pyplot.hist(np.random.randn(1000000),
    bins=np.linspace(-4, 4, 200));

The function call randn gives you 1 million samples from the standard normal distribution (mean = 0, standard deviation = 1). linspace divides the interval -4 to 4 to 201 points (which means 200 equally spaced interval). Lastly, hist plots the histogram. Any values below -4 or above 4 is ignored.

Standard Deviation Graph in Python