Benford's Law โ about 30% of naturally occurring numbers start with 1, but only about 5% start with 9
This shows up in tax returns, river lengths, stock prices, and population counts. Accountants use Benford's Law to detect fraud: people who fabricate numbers tend to spread the leading digits evenly, which violates the law and raises red flags.