People do most of their Valentine's Day gift shopping from work Mondays and Tuesdays, according to interactive agency Oneupweb. From Feb. 1 to Feb. 12, the agency tracked the behavior of thousands of consumers online, following them across a range of online retail clients who were selling Valentine's Day gifts.