Weed or Valuable Plant?

Every spring I have an invasion of the leggy, great leafed purple- headed plants.. They spread and crowd out other more desirable plants. I have been told they are purple nettle and are edible with some medicinal value. Could you help identify these plants and provide me some reliable information? Thanks so much,