The term cherry picking comes from when people harvest cherries from a tree - the cherry picker only takes the reddest, ripest fruits. If someone looked at all the fruit the person had picked, they might think that all the cherries were red, until they went to the tree and saw lots of pale, unripe cherries still on it.