With words that indicate portions— percent, fraction, part, majority, some, all, any, none, remainder , and so forth —look at the noun in your ' of ' phrase (object of the preposition) to determine whether to use a singular or plural verb. If the object of the preposition is singular, use a singular verb. If the object of the preposition is plural, use a plural verb.
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