Spider Veins (Telangiectasias) If you sometimes avoid showing your legs because you have spider veins — those small clusters of red, blue or purple veins that appear on the thighs, calves and ankles — you are not alone. It’s estimated that at least half of all women are bothered by this common cosmetic problem. If you would like to eliminate …