title: Box plot of a pandas data frame
body: <pre><code>code:
  
  df.boxplot()
  </code></pre>
  
  <p>It returns a plot of all the columns in the dataframe as expected. But it is also returning the text. For example:</p>
  
  <pre><code>{'boxes': [&lt;matplotlib.lines.Line2D at 0x118efc278&gt;,
  &lt;matplotlib.lines.Line2D at 0x118f0c668&gt;,
  &lt;matplotlib.lines.Line2D at 0x118f20f98&gt;,
  &lt;matplotlib.lines.Line2D at 0x11d58e908&gt;,
  &lt;matplotlib.lines.Line2D at 0x11d5a6278&gt;,
  &lt;matplotlib.lines.Line2D at 0x11d5b7ba8&gt;,}
  </code></pre>
  
  <p>Is there a way to remove the text and also any suggestions for  customizing the plot for highlighting the outliers would be highly helpful. Thanks in advance</p>