Don;t remove the fan from your bathroom. It is much more functional than a chandelier.

If anything remove the can light over bath and change that out. But you'll either have to find a UL rated Wet chandelier (hard to find) or install it without an electrical inspection.

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I think there is enough going on in the room with lighting and decor. I would not remove a fan nor would I place another piece of decor on the ceiling.

Agree with this.