Bay County is a county in the U.S. state of Florida. The population as of the 2010 census was 168,852. Its county seat is Panama City, Florida. The county is best known for its white sand beaches and crystal blue water, where large pods of dolphins swim year-round. These beaches attract hundreds of thousands of visitors from all over the world each year.