Jeanie is a feminine given name in the English language.
Jeanie Deans, the main character of the early 19th century novel The Heart of Midlothian written by Sir Walter Scott
Jeanie Humphrey-Dawson, a character in the 1994 American television comedy film Revenge of the Nerds IV: Nerds in Love