Cramér’s V is a statistic that quantifies the association strength between categorical variables.Understanding the relationship between categorical variables is crucial in data science and machine learning.Cramér’s V can be used to guide decision-making in personalized marketing and product design.This guide provides a deep dive into Cramér’s V, including its definition, computation, and real-world applications.