Solid line = floor (spellings that unambiguously belong to the group). Shaded band up to the dashed edge = ceiling (the most it could reach if every ambiguous spelling counted here).
Tanner is now well below its former popularity. All-time it's been given to 100,166 U.S. babies, the 808th most common name by sound today, peaking at 4,827 in 1998, with 684 in 2025.
Tanner has no common alternate spellings by sound.
Source: U.S. Social Security Administration, “National data” baby-names files (1880–2025).