Palette diagram: A Python package for visualization of collective categorical data

Chihiro Noguchi, Tatsuro Kawamoto

Abstract: Categorical data, wherein a numerical quantity is assigned to each category (nominal variable), are ubiquitous in data science. A palette diagram is a visualization tool for a large number of categorical datasets, each comprising several categories.