Practical Techniques for Polished Visuals with Plotnine
Plotnine is a Python library that implements the Grammar of Graphics, enabling users to create complex, layered plots. This talk covers techniques for customising your plots, and highlights how plotnine integrates with matplotlib.
By Nicola Rennie in Conference
Time: December 3, 2024; 18:30–19:00 (UTC)
Abstract
Plotnine is a data visualisation library that brings the Grammar of Graphics to Python, enabling users to build complex plots layer by layer. No background knowledge of plotnine is required, and the talk will begin with a brief introduction to the syntax of plotnine. The remainder of this talk will guide attendees through the process of customising plots to take them from the basic, default settings to high quality, effective visuals. Using an area chart displaying time series data as an example, this talk will focus on techniques for customising and annotating plots to highlight important insights. It will also show you how to exploit the fact that plotnine is built on top of matplotlib - enabling the use of a much wider range of libraries! This talk is designed to help data scientists and analysts improve their data storytelling skills by making their charts not only informative but visually engaging.
Link: global2024.pydata.org/cfp/talk/E9SEEU
Schedule: pydata.org/global2024/schedule