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Data Science
10 min
2026-03-18

Benford's Law: Using Statistical Audits to Verify Lottery Fairness

D
Dr. ArithmosSenior Research Team

The Law of First Digits

Benford's Law states that in many naturally occurring collections of numbers, the leading digit is likely to be small. While lottery draws should theoretically be uniform, long-term frequency analysis of ball machine outcomes is a fascinating way to spot mechanical bias.