How to adjust the space between Matplotlib/Seaborn subplots for multi-plot layouts?

MatplotlibPythonData Visualization

To adjust the space between matplotlib/seaborn subplots for multi-plot layouts, we can take the following steps


  • Set the figure size and adjust the padding between and around the subplots.

  • Create a figure and a set of subplots.

  • Adjust the subplot layout parameters.

  • Create Seaborn's box plot for all the subplots.

  • To display the figure, use Show() method.


import seaborn as sns
from matplotlib import pyplot as plt

plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True

fig, axes = plt.subplots(2, 2)

# Adjust the subplot layout parameters
fig.subplots_adjust(hspace=0.125, wspace=0.125)

# Create Seaborn boxplot for all the subplots
sns.boxplot(ax=axes[0, 0])
sns.boxplot(ax=axes[0, 1])
sns.boxplot(ax=axes[1, 0])
sns.boxplot(ax=axes[1, 1])

# Display the plot


It will produce the following output −

Published on 09-Oct-2021 09:25:08