Matplotlib 3.0 Cookbook

How to do it...

There are three ways of specifying what types of grids we want to plot using pairplot(). Let's plot all three formats and see the difference:

1. Plot all the numeric variables in the supplied dataset:

sns.pairplot(snacks_sales_items, hue='Promotion', kind='reg')plt.show();

2. Plot select variables from the supplied dataset:

sns.pairplot(snacks_sales, vars=['Coffee', 'Pies'], hue='Promotion',              kind='reg')plt.show();

3. Plot selected variables from the supplied dataset in a row and col grid, similar to the facet variables we used earlier:

g = sns.pairplot(snacks_sales, x_vars=['Coffee', 'Pies', 'Cakes'],                  y_vars=['Cookies', 'Smoothies'],                 hue='Promotion', kind='scatter')g.fig.subplots_adjust(wspace=.02, hspace=.02);plt.show();