Willy Wonka In Charlie and the Chocolate Factory: Now while some say that Johnny Depp did not do justice to the role of the chocolate empire builder Willy Wonka, we certainly think it is one of Depp’s best works till date. From the lost-in-the-world expressions to the perfect pearl white teeth and dapper costume, Johnny Depp‘s role in Charlie and the Chocolate Factory is totally lovable.