Power-law distributions in empirical data

This paper on Power-law distributions in empirical data by Cosma Shalizi et al will be required reading for me at some point in the future. They present an analysis and some new procedures of how to reliably detect whether a power law is in play in a particular empirical dataset as many of the simple and naive methods are flawed/biased.