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?
Advertisement
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: