My Dad's surname

In 1906 my dad's family records were burned in a fire the last know relative was named John Day who migrated to the U.S. from England. Does the surname Day have an Irish origin?

Day could very easily come from O'Dea (pronounced Day). [www.houseofnames.com]

Thank you so much for the information.