General

correlationfunnel-package

correlationfunnel: Speed Up Exploratory Data Analysis (EDA) with the Correlation Funnel

Correlation Funnel Workflow

The main functions used to perform binary correlation analysis.

binarize()

Turn data with numeric, categorical features into binary data.

correlate()

Correlate a response (target) to features in a data set.

Visualization functions

Plotting utilities for visualizing the Correlation Funnel.

plot_correlation_funnel()

Plot a Correlation Funnel

Datasets

Datasets that ship with correlationfunnel

customer_churn_tbl

Customer Churn Data Set for a Telecommunications Company

marketing_campaign_tbl

Marketing Data for a Bank