The lead digit behavior of a large class of arithmetic sequences is determined by using results from the theory of uniform distribution mod 1. Theory for triangular arrays is developed and applied to binomial coefficients. A conjecture of Benford's that the distribution of digits in all places tends to be nearly uniform is verified.
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Persi W. Diaconis (1977) studied this question.