Visualizing multicollinearity in Python

Network graphs for the win.

Introduction

What is multicollinearity?

Multicollinearity is when two or more features are correlated with each other. Although correlation between the independent and dependent features is desired, multicollinearity of independent features is less desired in some settings. In fact, they can…