Definitions by Rose DeWitt Bukater-Dawson

peeping joe 

A person (usually and old adult) who creeps/peeps on someone when they're unaware of it happening

That man is a peeping joe

peeping joe by Rose DeWitt Bukater-Dawson October 22, 2019