Shelbie ranked #17520 among U.S. baby names in 2024. Since 1936, 5,566 babies have been named Shelbie, peaking in 1992 with 450 births. The 1990s were its biggest decade, with 3,010 births. Its use has been declining, down about 48% over the past five years. It is predominantly a girls' name.