The graveyard is enclosed by a large bent metal fence with an opening in the front. There are broken gravestones as expected in a graveyard with ghouls wandering around the gravestones. There's also a well that leads to the sea cave out in front.
Inside the graveyard, they are feral ghoul, swamp ghouls, 1-2 roamers, glowing ones and, if Broken Steel is installed, reavers. There is a group of smugglers that spawn nearby who will often fight with the ghouls.