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No, fair means everyone gets what they need, equal means everyone is treated the same...is that fair?
Depends how you are using the word. Fair can equal beautiful (as in "the fair maiden"), or so-so (as in "Is she good-looking? Only fair."), or carnival (the county fair), or equitable (as in "he tries to be fair to all his employees).
A fair die is a die where the probability of throwing each of the faces is equal. Dice is two or more die's.
A probability is fair if there is no bias in any of the possible outcomes. Said another way, all of the possible outcomes in a fair distribution have an equal probability.
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