There are plenty of Rust Belt or coal country towns that are decaying where all have left except the elderly.

My wife's grandmother lived in such a town, and when we visited it was clear the town had seen better days. Most things were closed, hardly any people our age, and those that remained were looking to leave. Almost everyone we saw was old.

It can mean success, but doesn't have to.