Mayor is related to Municipal. 
Boyfriend is a synonym of Fellow. Fellow is related to Odd. Odd is a synonym of Single. Single is the opposite of Crowd. 
Mayor <--RelatedTo--> Municipal 
Boyfriend <--Synonym--> Fellow <--RelatedTo--> Odd <--Synonym--> Single <--Antonym--> Crowd 