A new and distinct cultivar of Chrysanthemum plant named `Yobarbie`, characterized by its compact, upright and somewhat outwardly spreading plant habit; freely branching habit; dense and full plant habit; uniform and freely flowering habit; medium-sized decorative-type inflorescences with elongated oblong-shaped ray florets; lavender-colored ray florets; and natural season flowering in mid-October in the Northern Hemisphere.