This was tested on Docker version 18.09.4, build d14af54266, it includes ALL docker data.
Just edit/create a file inside /etc/docker named daemon.json and add the following:
{
"data-root": "/new_location"
}
then simply restart docker:
sudo service docker restart
Source:
https://docs.docker.com/engine/reference/commandline/dockerd/
