Yea, comparatively empty is a good description.
If you've ever been up and down the east coast, it's pretty apparent. Population density just plummets once you hit Richmond (heading south) and really stays low until you reach central/southern Florida.
If you drive westward towards the Appalachians in those states, you see a lot of farmland and forest.
It's a beautiful thing.