Refunds is a huge pain point for businesses, therefore we wanted to understand which variables reduced the probability of a refund happening (same approach as used while maximizing customer LTV project).

Steps applied:

Took the dataset at an item level

Ran a logistic regression.

Coefficients interpretation.