If you consider these collective nouns, then it depends on whether the individuals are acting as a group or as individuals. Majority is a collective group acting as one. Therefore, treat them as singular.
Marjority is singular and marjorities is plural. Maybe that's easier.
Ikia
PS THE MAJORITY RULES!