Multi-Plot Grids Usage
Explore the use of multi-plot grids to visualize relationships between variables across data subsets. Understand how to customize grid layouts and combine different plot types using Seaborn's FacetGrid and PairGrid, as well as Matplotlib's gridspec for detailed and insightful data analysis.
We'll cover the following...
Overview
Simply put, a multi-plot grid (also known as small multiples), is a grid of multiple plots. The grid can be of any size and shape according to the needs of our data. The plots inside the grids can also vary according our requirements. Multi-plot grids are utilized when we’re interested in plotting multiple identical or unique plots for the same (or different) variables along different subsets of our data. Multi-plot grids can be handy for extracting complex patterns from the data. They’re an excellent choice for delivering concise and meaningful information quickly.
Examples
Let’s go through different scenarios where using multi-plot grids would be helpful or is crucial. For example, let’s say we have a large dataset containing many features. We’ve been tasked ...