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1650s, "one who peeps," agent noun from peep (v.1). Slang meaning "eye" is c.1700. From 1590s as "young chicken" and 1857 as "tree frog" (American English), both from peep (v.2).
A private detective; pi, private dick: And don't bother to call your house peeper (1940+)