Views are plotlib's way of combining multiple representations into a single plot. It is analogous to a subplot in other plotting libraries.
In essence, a view is a collection of representations along with some metadata describing the extent to plot and information about the axes. It knows how to render itself.
A view with categorical entries along the x-axis and continuous values along the y-axis
Standard 1-dimensional view with a continuous x-axis