Cotton can be found on cotton bushes. They are mostly used as weld objects for player-made structures and putting into Tailor Shops to get Cloth Bolts which make useful stuff like Cotton clothes and Bedroom furniture.

The cotton bushes can be found on Cotton Island.

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Me standing on a cotton bush