For fruits such as peaches and apples, which one might eat with skin, some people argue that water do not wash away some chemicals (i.e. pesticides) that get absorbed by the skin, thus advising to always peel them before eating them.
However, considering that the the skin is rich in nutrients, is it unsafe to just wash the fruit with water (and rubbing it with one's hands) rather than peeling them?