Statistics in Python — Collinearity and Multicollinearity

Understand how to discover multicollinearity in your dataset

Wei-Meng Lee
Towards Data Science
9 min readOct 1, 2021

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Photo by Valentino Funghi on Unsplash

In my previous article, you learned about the relationships between data in your dataset, be it within the same column (variance), or between columns (covariance and correlation).

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