Carson was born in Brooklyn, New York; her father is a journalism professor at the University of Florida, and her mother was a kindergarten teacher in New York. She spent her adolescence in Gainesville, Florida and attended F.

W. Buchholz High School. Her parents separated when she was 14, and her mother moved back to New York alone.