Bivariate Summary Functions

Functions for creating bivariate EDA summaries.

categorical_categorical_summary

Generates an EDA summary of two categorical variables

categorical_numeric_summary

Generates an EDA summary of the relationship between a categorical variable as the independent variable and a numeric variable as the dependent variable.

numeric_categorical_summary

Generates an EDA summary of the relationship of a numeric variable on a categorical variable.

numeric_numeric_summary

Creates a bivariate EDA summary for two numeric data columns in a pandas DataFrame.