Which vegetable it means depends on where you are: in much of the south and southwest, and in Taiwan and Hong Kong,
红萝卜 is the everyday word for a carrot, while elsewhere it can mean a radish with red skin and white flesh. The standard word for carrot is
胡萝卜, and plain
萝卜 is the white radish.