Janet Mitchell may refer to:
Janet L. Mitchell (born 1950), American physician Janet Mitchell (artist) (1912–1998), Canadian artist Janet Mitchell (cricketer), Barbadian former women's cricketer for the West Indies women's cricket team Janet Mitchell (EastEnders), a fictional character from the BBC soap opera EastEnders Margaret Mitchell (Scottish politician) (born 1952), full name Janet Margaret Mitchell