The incident is the latest in a string of quirky robberies on the streets of New York.
A man dubbed the "Bouquet Bandit" was arrested the day before for robbing a bank armed with a bunch of flowers.
A woman wearing a cat mask held up a shoe shop, and a pensioner breathing oxygen from a cylinder tried to rob a store and died in a car crash two days later.
Hard times.