Looks like teasel -- the one that makes the big dry seedheads used in dry flower arrangements. I get this on roadsides mostly - not anywhere there is much disturbance...
Thanks Eric, I believe you are right. I looked it up and it's a teasel. I have clayish soil too which is the kind of growing conditions these plants like.