The article quoted national statistics, which would probably include inner cities in those statistics.
Also, the question isn't whether guns imply drugs, but whether drugs imply guns. P(A|B) != P(B|A).
Also, the question isn't whether guns imply drugs, but whether drugs imply guns. P(A|B) != P(B|A).