Born Anita Belle Colton in Chicago, to James Colton and Gladys Gill, she adopted the stage name Anita O'Day about the time she started singing professionally in 1933. She was a contemporary of Louis Armstrong, Dinah Washington, George Shearing and Thelonious Monk.

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