To annotate Seaborn pairplots, we can use the fig.text() method.
Steps
- Import Seaborn, Pandas, Numpy, and Pyplot packages.
- Set the figure size and adjust the padding between and around the subplots.
- Create a Pandas dataframe of two-dimensional, size-mutable, potentially heterogeneous tabular data.
- Plot pairwise relationships in a dataset, using sns.pairplot().
- Add an annotated text using fig.text() method.
- To display the figure, use show() method.
Example
import seaborn as sns import pandas as pd import numpy as np import matplotlib.pyplot as plt plt.rcParams["figure.figsize"] = [7.00, 3.50] plt.rcParams["figure.autolayout"] = True df = pd.DataFrame( np.random.random((4, 4)), columns=["a", "b", "c", "d"] ) pp = sns.pairplot(df, height=1.5) pp.fig.text(0.5, 0.5, "My Pairplot", color="green", fontdict=dict(size=20)) plt.show()
Output
It will produce the following output