I am working with tips data set, and here is the head of data set.
total_bill tip sex smoker day time size 0 16.99 1.01 Female No Sun Dinner 2 1 10.34 1.66 Male No Sun Dinner 3 2 21.01 3.50 Male No Sun Dinner 3 3 23.68 3.31 Male No Sun Dinner 2 4 24.59 3.61 Female No Sun Dinner 4
My code is
sns.violinplot(x='day',y='total_bill',data=tips, hue=['sex','smoker'])
I want a violinplot of day with total_bill in which hue is sex and smoker, but I can not find any option to set multiple values of hue. Is there any way?
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Answer
You could use a seaborn.catplot in order to use 'sex' as hue and 'smoker' as column for generating two side by side violinplot.
Check this code:
import seaborn as sns
import matplotlib.pyplot as plt
sns.set()
tips = sns.load_dataset("tips")
sns.catplot(x = "day",
            y = "total_bill",
            hue = "sex",
            col = "smoker",
            data = tips,
            kind = "violin",
            split = True)
plt.show()
which gives me this plot:
 
						 
						