The story
After Richard Whittington (c. 1354–1423), English merchant and politician who served as Lord Mayor of London and financed various public projects. He is remembered in a pantomime called Dick Whittington and His Cat, in which he sets out for London to make his fortune.
Etymology from Wiktionary, CC BY-SA 4.0.