Clustering

Gemstones in WA

K-Means Clustering

CLUSTER 1: hematite, iron, chromium, corundum, dolomite, emerald, feldspar, manganese, marble, pegmatite, silver, aquamarine, aventurine, fancy, microcrystalline quartz, moonstone, moss opal, onyx, turgite, basalt, basaltic, breccia, schist, shale, bolgart, bridgetown, coolgardie, goongarrie, koolyanobbing, kununurra, meekatharra, mungari, newman, quairading, ravensthorpe, serpentine, watheroo, yalgoo, mineralization, ellendale 9 lamproite, noondine chert, springvale intrusion, silica, industrial minerals, granodiorite, amphibolite, hematite, iron, chromium, corundum, dolomite, emerald, feldspar, manganese, marble, pegmatite, silver, aquamarine, aventurine, fancy, microcrystalline quartz, moonstone, moss opal, onyx, turgite, basalt, basaltic, breccia, schist, shale, bolgart, bridgetown, coolgardie, goongarrie, koolyanobbing, kununurra, meekatharra, mungari, newman, quairading, ravensthorpe, serpentine, watheroo, yalgoo, mineralization, ellendale 9 lamproite, noondine chert, springvale intrusion, silica, industrial minerals, granodiorite, amphibolite

CLUSTER 2: tiger eye, amethyst, beryl, copper, nickel, prehnite, talc, topaz, tourmaline, crocidolite, freshwater, kimberlite, opaline, rock crystal, rose quartz, thulite, viridine, boogardie, cue, gascoyne junction, kundip, lake king, menzies, moora, northampton, peak hill, toodyay, cenozoic, clay, tiger eye, amethyst, beryl, copper, nickel, prehnite, talc, topaz, tourmaline, crocidolite, freshwater, kimberlite, opaline, rock crystal, rose quartz, thulite, viridine, boogardie, cue, gascoyne junction, kundip, lake king, menzies, moora, northampton, peak hill, toodyay, cenozoic, clay

CLUSTER 3: western australia, quartz, andalusite, diamond, gold, jasper, lepidolite, limestone, turquoise, agate, chalcedony, citrine, goshenite, morganite, native silver, nephrite, smoky quartz, specularite, unakite, gneiss, siltstone, balingup, bencubbin, boulder, bunbury, denmark, donnybrook, grey, halls creek, laverton, londonderry, marchagee, nannine, norseman, northam, nullagine, preston, southern cross, three springs, wickepin, yerilla, metal, greenbushes pegmatite, archean, dolerite, sandstone, western australia, quartz, andalusite, diamond, gold, jasper, lepidolite, limestone, turquoise, agate, chalcedony, citrine, goshenite, morganite, native silver, nephrite, smoky quartz, specularite, unakite, gneiss, siltstone, balingup, bencubbin, boulder, bunbury, denmark, donnybrook, grey, halls creek, laverton, londonderry, marchagee, nannine, norseman, northam, nullagine, preston, southern cross, three springs, wickepin, yerilla, metal, greenbushes pegmatite, archean, dolerite, sandstone

CLUSTER 4: gemstones, perth, barite, calcite, chrysoprase, fluorite, jade, rhodonite, variscite, zebra rock, granite, paleoproterozoic, broome, carnarvon, derby, dowerin, goomalling, greenbushes, karratha, mount magnet, mukinbudin, ora banda, paraburdoo, ranford, westonia, widgiemooltha, gemstones, perth, barite, calcite, chrysoprase, fluorite, jade, rhodonite, variscite, zebra rock, granite, paleoproterozoic, broome, carnarvon, derby, dowerin, goomalling, greenbushes, karratha, mount magnet, mukinbudin, ora banda, paraburdoo, ranford, westonia, widgiemooltha

CLUSTER 5: crystal, garnet, iron ore, magnesite, mica, opal, pyrite, quartzite, salt, spodumene, alexandrite, amazonite, amethyst quartz, carnelian, chert, chiastolite, chrysotile, common opal, crazy lace agate, dravite, elbaite, fuchsite, heliodor, iolite, onyx marble, precious opal, ruby, sapphire, watermelon tourmaline, diorite, lamproite, monzogranite, murchison, beverley, bulong, gabanintha, hopetoun, kalgoorlie, kambalda, leonora, marble bar, mount margaret, noongal, perenjori, pinjarra, roebourne, maddina formation, ranford formation, conglomerate, mudstone, sand, gabbro, williams,