Trying to find jdrama

I’ve been looking for a jdrama that my friend and I watched a few years ago and now can’t find.

The Mc works at a bookstore, has a crush on a guy, she lacks social skills or any confidence. When she returned home she sees a ghost of a president of the US who is giving her love advice. (Perhaps he has a top hat but unsure)