title: Advanced Describe Pandas
body: <p>Is there a more advanced function like the describe that the pandas has?
  Normally i will go on like :</p>
  
  <pre><code>r = pd.DataFrame(np.random.randn(1000), columns = ['A'])
  r.describe()
  </code></pre>
  
  <p>and i will get a nice summary.Like this one:</p>
  
  <pre><code>                A
  count  1000.000000
  mean      0.010230
  std       0.982562
  min      -2.775969
  25%      -0.664840
  50%       0.015452
  75%       0.694440
  max       3.101434
  </code></pre>
  
  <p>Can i find something a little more elaborate in statsmodels or scipy maybe?</p>