Compositions and methods for repelling arthropods. The compositions include a carrier and an arthropod repelling compound, which can be a compound discovered by a novel and complex cheminformatic process to demonstrate repellency behavior across a broad spectrum of arthropods. The compound can be a thiane compound, a pyrrolidone compound, a cyclohexadiene compound, a cyclohexenone compound, a cyclohexene compound, a furanone compound, a pyran compound, a tetrahydropyran compound, a thiazolidine compound, a thiazoline compound, a dihydrothiophene compound, a dithiolane compound, a dithiane compound, an epoxide compound, an oxathiane compound, a cyclopentene compound, a cyclohexane compound, a quinoline compound, an oxazoline compound, a tetrahydropyridine compound, and an imidazolidinone compound, or a combination thereof.