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Not the greatest issue facing the universe — but for the cause of consistency — should .reset_encoding be .drop_encoding, since it drops all encoding attributes?
For comparison:
.reset_coords — "Given names of coordinates, reset them to become variables."
'.drop_vars` — "Drop variables from this dataset."