How could I make violin figures like this. I want to include confidence interval
I can use the following code to plot split figures with quadrilles, but not mean and confidence. The data can be found here. https://drive.google.com/file/d/18GrncA2GmJd38tVGZZ5yylR6Cf61XsGp/view?usp=sharing
import matplotlib.pyplot as plt
import seaborn as sns
sns.violinplot(x="six.categories", y="non_poor", hue="year", data=df, split=True,
inner="quart", palette={"2019": "b", "2020": "y"})
sns.despine(left=True)
plt.xticks(np.arange(6),["Nonpoor\nWhite", "Poor\nWhite", "Poor\nBlack", "Nonpoor\nBlack", "Poor\nHispanic", "Nonpoor\nHispanic"])
You can combine a violinplot
and a pointplot
for the desired result:
tips = sns.load_dataset('tips')
ax = sns.violinplot(x="day", y="total_bill", hue="smoker",
data=tips, palette="muted", split=True, inner=None)
sns.pointplot(x="day", y="total_bill", hue="smoker",
data=tips, dodge=0.2, join=False, palette=['white'], ax=ax)