How to make a grouped boxplot graph in matplotlib?

MatplotlibPythonData Visualization

To make a grouped boxplot graph in matplotlib, we can take the following steps −

  • Import matplotlib.pyplot and seaborn.
  • Set the figure size and adjust the padding between and around the subplots.
  • Load an example Seaborn dataset from the online repository.
  • Make a boxplot with male and female group in a single day.
  • To display the figure, use show() method.


import seaborn as sns
import matplotlib.pyplot as plt

# Set the figure size
plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True

# Import a Seaborn dataset
data = sns.load_dataset('tips')

# Create a grouped boxplot
sns.boxplot(x=data['day'], y=data['total_bill'], hue=data['sex'])


It will produce the following output

Updated on 19-Oct-2021 08:12:54