Power-law scaling is a mathematical relationship commonly observed in natural phenomena, where a relative change in one quantity results in a proportional relative change in another quantity, often represented as a straight line on a log-log graph. It characterizes systems with a few highly significant large-scale events and several minor occurrences, found regularly in fields such as physics, biology, and economics.