I think this one is the correct one: Franklin D. Roosevelt was the president of the United States during the Great Depression.
In grammar, when you are referring to a name of a person, place, and event, it should always start with a capital letter. In this context, Franklin D. Roosevelt, United States, and the Great Depression are proper nouns.