That was Avenue coke works, up until a couple of years ago it still had the coke oven smell even though it's years since it was open, Orgreave was the same.
Both had massive excavations to clean them up ,massive holes about a hundred feet deep to clean the crap that had got into the earth.
Still I'd rather see them working, you can't beat a good coking plant!