plotnine is an open-source data visualization library for Python based on Leland Wilkinson’s Grammar of Graphics and heavily inspired by the R library ggplot2. In academic and scientific research, data visualization is not merely cosmetic; it is a foundational analytical tool for exploratory data analysis, hypothesis testing, quality control, and scholarly dissemination. While imperative Python…