The story
From screw + ball. Compare typologically German Spinner (akin to spin). Also compare weirdo and weird, from Old English wyrd (“fate”), ultimately derived from Proto-Indo-European *wert- (“to turn, to spin”).
Etymology from Wiktionary, CC BY-SA 4.0.