Displaying distribution or composition can be difficult on certain visualizations such as maps or scatter plots where the axis is dedicated to latitude and longitude or other measures.
Have you ever run into the problem of not being able to show a trend line on a time series chart? Typically when creating trend charts over time the trend line will appear without problem.