Sponsored Topics. Gastonia is the largest city and county seat of Gaston County, North Carolina, United States. It is also the third largest suburb of the Charlotte Area, behind Concord and Rock Hill. The population was 71,341 as of July 2011 (35% of the population of Gaston County)1.