External Resources


Grammer of graphics with plotnine

A good introductory tutorial on how to use plotnine. It is part of the data visualization track from kaggle's free online course.

Comparing plotnine and ggpy

Compares how plotnine and ggpy match up in API and output with ggplot2. If you have used ggpy and wondering what to expect of plotnine, this is a good place to start.

Python Plotting for Exploratory Analysis

A list of plots for exploratory data analysis and how they can be created using different libraries.

Introduction to Plotnine

Goes over the main aspects of plotnine, showing how to use the library.

Making Plots With plotnine

An introduction to "grammar of graphics", and how to use plotnine. This is part of the Data Analysis and Visualization in Python for Ecologists course from Data Carpentry

Plotnine: Grammar of Graphics for Python <https://www.datascienceworkshops.com/blog/plotnine-grammar-of-graphics-for-python>

A translation of the visualisation chapters from "R for Data Science" to Python using Plotnine and Pandas. This is a comprehensive introduction on the Grammar of Graphics with plotnine.