There are rumors of midget colonies in Long Beach, California, on Long Island, New York, in New Jersey and in Virginia. But Small Town? -Not yet!
small town (residential area with some retail outlets)
A small town (example: Strathroy, Ontario) has nothing in them.
Oxfordshire, in the UK is the County of which the City of Oxford is the County Town. Oxfordshire has many other towns, both big & small.
Village, Hamlet, township