# Python Seaborn: How can one obtain a box plot (box and whisker plot) for the non-diagonal variable pairs in a pairplot()?

I tried using kind="box" but am not sure if that works. For the example I tried, I got blank subfigures in the non-diagonal parts of the PairGrid.

Edit: Details.

The function I am trying to use is seaborn.pairplot. As mentioned in the link, by default, this function will create a grid of Axes such that each variable in the data parameter will be shared in the y-axis across a single row and in the x-axis across a single column. The diagonal Axes are treated differently, drawing a plot to show the univariate distribution of the data for the variable in that column.

I am looking for a way to make sure that the kind parameter leads to a box plot (seaborn.boxplot) for the non-diagonal parts of the PairGrid.

if kind == "scatter":