Benford's Law: The Secret Pattern in Real-World Numbers

Benford's Law reveals a counterintuitive truth: in many real datasets, the leading digits aren’t evenly distributed. We’ll build intuition with a logarithmic view, explain why small digits dominate, and explore scale invariance. Then we dive into real-world uses—from catching financial fraud and spotting scientific misconduct to analyzing stock pricing, elections, genetics, and even fundamental constants. Along the way we’ll cover caveats, best-practice applications, and end with the big question: why does this pattern show up so broadly in the world around us?

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