title: How to create seaborn violinplot with mean,median and mode displayed?
body: <p>Is there a way to add a mean and a mode to a violinplot ? I have categorical data in one of my columns and the corresponding values in the next column. I tried looking into matplotlib violin plot as it technically offers the functionality I am looking for but it does not allow me to specify a categorical variable on the x axis, and this is crucial as I am looking at the distribution of the data per category. I have added a small table illustrating the shape of the data. </p>
  
  <pre><code>plt.figure(figsize=10,15)
  ax=sns.violinplot(x='category',y='value',data=df) 
  </code></pre>
  
  <p><a href="https://i.stack.imgur.com/kQYzC.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/kQYzC.png" alt="enter image description here"></a></p>