The first digits of randomly chosen numbers arising naturally or in human affairs display surprising statistical regularities. We will see why this distribution of digits, first found by Simon Newcomb and Frank Benford, is so ubiquitous and how it has been used to check for fraudulent accountancy and for suspicious vote counts in some national elections.