Python Programming Learning Circle

Aug 23, 2021 · Fundamentals

Effective Visualization of Multi‑Dimensional Data Using Python and the Wine Quality Dataset

This article explains how to explore and visualize one‑ to six‑dimensional data with Python libraries such as pandas, matplotlib and seaborn, using the UCI Wine Quality dataset to demonstrate histograms, density plots, pairwise matrices, 3‑D scatter, bubble charts and facet grids for both numeric and categorical variables.