A century-old observation concerning an unexpected pattern
in the first digits of many tables of numerical data has recently
been discovered to also hold for the stock market, census statistics,
and accounting figures. New mathematical insights establish
this empirical law as part of modern probability theory, and recent
applications include testing of mathematical models, design
of computers, and detection of fraud in tax returns.