The correct option is A Numismatist: Coins
A similarity between like features of two things, on which a comparison may be based. Hence, the correct option is C) which are the analogous choice. Philatelist is a person who collects stamps as a hobby, similarly a numismatist is a person who collects coins as a hobby.