No, fluorite and amethyst are different minerals. While both can be purple, amethyst is a variety of quartz (silicon dioxide), while fluorite is calcium fluoride. They have different chemical compositions, crystal structures, and physical properties. Fluorite is softer than amethyst and can occur in a wider range of colors.