Using inset_locator to plot inset axes

In this recipe, we will learn to plot a scatter graph on the main axes and create a histogram of each of the two variables on the two inset axes. We will use the familiar Iris dataset to do this.

Getting ready

You'll need to import the required libraries using the following commands:

import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
from mpl_toolkits.axes_grid1.inset_locator import inset_axes

How to do it...

Here is the step-by-step approach to plotting our graph:

1. Load the Iris dataset and map the x and y coordinates...