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Hardness is tested by using the Mohs hardness scale. You can scratch the mineral with objects of known hardness (e.g., a fingernail, copper penny, glass, etc.) to determine its hardness.
Luster refers to how a mineral reflects light. It can be evaluated as metallic (shiny like metal) or non-metallic (glassy, pearly, dull, etc.).