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- W.P. Bailey, English cricketer
- Wendell Bailey, American politician
- Wilfrid Norman Bailey, mathematician
- Wilfred Russell Bailey, 3rd Baron Glanusk
- Will Bailey, fictional character from The West Wing
- William C. Bailey, American Jazz clarinetist
- William Henry Bailey, American politician
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