Fluorite (also called fluorspar) is the mineral form of calcium fluoride, CaF 2. ... Contents. History and etymology Edit. ... One of the largest deposits of fluorspar in North America is located in the Burin Peninsula, Newfoundland, Canada. The first official recognition of fluorspar in the area was recorded by geologist J.B. Jukes in 1843.