Relationship Analysis

Relationship analysis examines how two or more variables relate to each other, using tools like scatterplots for two numeric variables, correlation matrices for many numeric variables at once, and cross-tabulation for categorical variables. This is usually the second step in exploratory analysis, after looking at variables individually. It often surfaces the patterns that later motivate a specific statistical model.