The report that Ella Fitzgerald refers to in the song is this:
The Kinsey Reports are two scholarly books on human sexual behavior, Sexual Behavior in the Human Male[1] (1948) and Sexual Behavior in the Human Female[2] (1953), written by Alfred Kinsey, Wardell Pomeroy, Clyde Martin, and (for Sexual Behavior in the Human Female) Paul Gebhard and published by W.B. Saunders.

Kinsey Reports - Wikipedia
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