What oil was used in the lampstand?

Answer: Olive oil

The Israelites were to bring pure oil of pressed olives for the light, to keep the lamps burning continually.

“And you are to command the Israelites to bring you pure oil of pressed olives for the light, to keep the lamps burning continually.”— Exodus 27:20 (BSB)