<span>Benford’s
law states that the probability that a number in a set has a given leading
digit, d, is
P(d) = log(d + 1) - log(d)</span>
The division property of logarithm should be use to make it
as a single logarithm
P(d) = log ( (d + 1)/ d)
So the probability that the number 1 is the leading digit
is
P(1) = log ( ( 1+1)/ 1)
P(1) = log ( 2)
<span>P(1) = 0.301</span>