Let's start with somewhere fun, like the pentagon, and see who's tweeting around there
Once you have your places picked out, you can click on the Map Apps tab.
As you zoom in, you get a bit more detail
You can also follow specific users and follow them around town :-)
thanks to indi303 for telling me about this