Adjusting the whiskers
In the lesson we saw that there are multiple ways to define the whiskers in a box plot. In this set of exercises, we'll continue to use the student_data dataset to compare the distribution of final grades ("G3") between students who are in a romantic relationship and those that are not. We'll use the "romantic" variable, which is a yes/no indicator of whether the student is in a romantic relationship.
Let's create a box plot to look at this relationship and try different ways to define the whiskers.
We've already imported Seaborn as sns and matplotlib.pyplot as plt.
This exercise is part of the course
Introduction to Data Visualization with Seaborn
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Set the whiskers to 0.5 * IQR
sns.catplot(x="romantic", y="G3",
data=student_data,
kind="box")
# Show plot
plt.show()