title: Python: How to print the box, whiskers and outlier values in box and whisker plots?
body: <p>I have plotted a box and whiskers plot for my data</p>
  
  <p><strong>My Code:</strong></p>
  
  <pre><code>red_diamond = dict(markerfacecolor='r', marker='D')
  fig3, ax3 = plt.subplots()
  ax3.set_title('Changed Outlier Symbols')
  ax3.boxplot(maximum.values[:,1], flierprops=red_diamond)
  </code></pre>
  
  <p>and I obtained a plot as follows:
  <a href="https://i.stack.imgur.com/rsOLv.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/rsOLv.png" alt="enter image description here"></a></p>
  
  <p><strong>What I want to do:</strong> Print the values of the whiskers, the outliers (red diamonds), the quartiles and the median on the plot itself. </p>