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AI Features

Regression

Explore how to use regression in Python Altair to analyze and visualize relationships between numeric variables. Understand how to create scatter plots, add regression lines, and apply various regression methods such as linear, polynomial, and exponential. This lesson helps you model data effectively for better storytelling using interactive visualizations.

Regression is a statistical technique to model the relationship between a dependent variable and one or more independent variables. The objective of regression is to predict the value of the dependent variable based on the values of the independent variables. We can use regression only on numeric variables.

How to use regression in Altair

Altair supports ...