What are the best methods to find relationship between categorical variables?




I have started working on logistic regression and as we know that it is used to predict categorical target variable. Before going to develop model, I have started exploring relationships between categorical variables. Now I want to know the efficient methods to find the relationship between categorical variables. Some of the methods, I already aware about is:-

  1. Table of two variables
  2. Chi-Square test




Finding relationship between two variable is one of the important steps of data modeling. We have started a series of article which focus on basics of data exploration steps. You can refer below two links for first four stages of data exploration steps.

First three steps: (Variable identification, Univariate and Bivariate analysis)

Treatment of Missing Values