1. Why is the Poisson distribution so called?

The Poisson distribution is named after the French mathematician who discovered it in early 19th century.

2. How can I tell if a probability problem involves a Poisson distribution?

Problems involving a rate, for example four pies per hour or three goals per game are often solved using the Poisson distribution.