Bridgeport is a town in Caddo County, Oklahoma, United States. The population was 116 at the 2010 census. Bridgeport was so named o…Bridgeport is a town in Caddo County, Oklahoma, United States. The population was 116 at the 2010 census. Bridgeport was so named on account of there being a toll bridge over the Canadian River at that point.