[for something] not to need explaining; to have an obvious meaning. The facts speak for themselves. Tom is guilty. Your results speak for themselves. You need to work harder.
if something speaks for itself, it does not need any explanation I'm not going to talk about our business successes. I think the report speaks for itself.