Probability & Statistics Algorithms

Benford's law is an empirical rule that, across much real-world numeric data, smaller leading digits appear more often. The probability that the first digit is d is log₁₀(1 + 1/d) — about 30.1% for 1 and only 4.6% for 9. It's observed broadly across Fibonacci numbers, powers, populations, and accounting data.