- You may be looking for dance of the same name.
Charleston was a city in South Carolina. Following a state convention of about four days in December 1860, South Carolina's secession from the Union was declared, there via the Declaration of the Immediate Causes Which Induce and Justify the Secession of South Carolina from the Federal Union. It was also a major centre for Confederate military activity, the home base of at least the three units of the Confederate cavalry. On 12 April 1861, Paul LeVal was ordered to report to the barracks at Charleston for induction into the 3rd Charleston Cavalry unit. (PROSE: Blood and Hope)
Real world location
Though it's possible that a real world location doesn't exist in the same geographic space in the Doctor Who universe, such cases are few and far between. Thus, the map at right is probably a good indicator of the DWU location of Charleston.