How do I use pairplot in Seaborn?

How do I use pairplot in Seaborn?

To use pairplot in Seaborn, you first need to import the library and your dataset. Then, you can call the pairplot function.

Can you show me a basic example?

Sure! Here's a simple example:

import seaborn as sns
import matplotlib.pyplot as plt

df = sns.load_dataset('iris')
sns.pairplot(df)
plt.show()

What parameters can I customize in pairplot?

You can customize parameters like hue, palette, markers, and more. For example, sns.pairplot(df, hue='species') will color the points by species.

Is it possible to add a regression line?

Yes, you can add a regression line by using the kind parameter. For example, sns.pairplot(df, kind='reg') will include regression lines in the plots.