developer-roadmap/roadmaps/python-data-analysis/content/regression-plots@PcGJMkmZrl4xc2ADT9dF3.md

Regression Plots

Seaborn's regression plots visualize the relationship between two numeric variables with a fitted regression line. sns.regplot() plots data points and a linear regression fit with confidence interval. sns.lmplot() extends this to support faceting by a categorical variable, enabling comparison across groups.

Visit the following resources to learn more:

• @official@Visualizing statistical relationships
• @article@Seaborn Relplot in Python: Visualising Relationships in Data
• @video@Seaborn scatter plot | How to make and style a scatterplot in Python seaborn