The story
Unknown, early 17th century, perhaps related to shad. In sense “large amount”, US 1869, of unknown origin, presumably from large shoals/schools of the fish.
Etymology from Wiktionary, CC BY-SA 4.0.
scad
Today it means: Any of several fish, of the family Carangidae, from the western Atlantic. Full definition →