Models the number of events occurring in a fixed interval of time or space, when events happen independently at a constant average rate λ. Ideal for rare events where you know the average rate but not the exact timing.

Key insight Mean equals variance — a quick real-world check for Poisson applicability.

Real-world examples

Phone calls per hour Emails per day Cars passing per minute Defects per unit