It itches terribly by touching it, what kind of weed is it?
stinging nettle, yes it hurts.
washing with warm soapy water will relieve the itch.
Joepyeweed is right, I have it as well. You can make a tea of it to spray on your garden. It is suppose to help fight diseases I think.