Benford’s law is commonly used by audit practitioners for testing data populations for evidence of possible fraud.  ACL even has a Benford function built into the software to prepare the requisite tables and display a Benford curve.

The Central Virginia ACL Users group posted an excerpt from a NY Times article that came out several years ago that explains Benford’s law in plain English.  Check it out here.