1767, "uncommonly large thing," originally and especially an audacious lie, formed as if from whop (v.) "to beat, overcome." Whopping "large, big, impressive" is attested by 1620s.
whoopee
whoops
whoosh
whoot
whop
whopper
whore
whoredom
whore-house
whore-monger
whoreson