Yes. It is absorbed by moisture in the atmosphere. That limits its range, which is great if you want to setup lots of cellular towers without them interfering with each other. If 5g used a frequency that wasn't absorbed, individual towers would have to be much further apart, increasing "cell" size and limiting available bandwidth.