title: What do all the distributions available in scipy.stats look like?
body: <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>