What do all the distributions available in scipy.stats look like?
<h1>Visualizing <a href="http://docs.scipy.org/doc/scipy/reference/stats.html" rel="noreferrer"><code>scipy.stats</code></a> distributions</h1>

<p>A histogram can be made of <a href="http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.norm.html#scipy.stats.norm" rel="noreferrer">the <code>scipy.stats</code> normal random variable</a> to see what the distribution looks like.</p>

<pre><code>% matplotlib inline
import pandas as pd
import scipy.stats as stats
d = stats.norm()
rv = d.rvs(100000)
pd.Series(rv).hist(bins=32, normed=True)
</code></pre>

<p><a href="https://i.stack.imgur.com/tVSpl.png" rel="noreferrer"><img src="https://i.stack.imgur.com/tVSpl.png" alt="normal distribution"></a></p>

<p><strong>What do the other distributions look like?</strong></p>