value_counts

Python Programming Learning Circle

Jul 4, 2022 · Fundamentals

Discretizing Numerical Variables with Pandas: between, cut, qcut, and value_counts

This article demonstrates four Pandas techniques—between with loc, cut, qcut, and value_counts—to discretize numeric variables into bins, assigning grades A, B, C to exam scores, and shows how to generate synthetic data, define bin boundaries, and count records per bin.