In many real-world datasets, the leading digit is '1' about 30% of the time, not 11% as you might expect.
Benford's Law states: P(d) = log10(1 + 1/d)
This applies to populations, stock prices, Fibonacci numbers, and more.
Fabricated data often fails this test -- a tool used in forensic accounting.