Shirlee ranked #25525 among U.S. baby names in 2024. Since 1915, 5,714 babies have been named Shirlee, peaking in 1935 with 340 births. The 1930s were its biggest decade, with 1,685 births. Its popularity has held steady in recent years. It is predominantly a girls' name.