"Of" is used after "each" before -A plural pronoun (we, us, them) -A plural, definite noun (eg. each of the players...) "Of" implies that you're talking about a subset of a larger group "Each" is only used before singular, indefinite nouns (each player). You can't say "each (of)" before a singular definite noun or a plural, indefinite noun.