Using the example on http://seaborn.pydata.org/generated/seaborn.violinplot.html :
import seaborn as sns
sns.set_style("whitegrid")
tips = sns.load_dataset("tips")
ax = sns.violinplot(x="day", y="total_bill", data=tips)
Violin plot http://seaborn.pydata.org/_images/seaborn-violinplot-2.png
How can I draw two small horizontal lines on top of each violin (like the caps of error bars indicating the 2.5 percentile and the 97.5 percentile of the distribution?
Here is a rather hacky solution:
What about drawing another boxplot on top of your Violin plot? (And hiding the box in the box plot.)
Here is the output using 2.5 and 97.5:
import seaborn as sns
import matplotlib.pyplot as plt
sns.set_style("whitegrid")
tips = sns.load_dataset("tips")
sns.boxplot(x="day", y="total_bill", data=tips, showfliers=False, showbox=False, whis=[2.5,97.5])
sns.violinplot(x="day", y="total_bill", data=tips)
plt.show()
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