From MacLane's Category Theory:
A group is a category with one object in which every arrow has a two-sided inverse under composition.
So the analogies I see between a category group $CG$ and a group $G$ is as follows:
Arrows : Elements of the group
Identity arrow : identity element
composition of arrows : group operation
Associativity function : associative group operation
Unit law : identity properties
All composable arrows exist : closure of the group
But the one I can't seem to understand is: What is analog for the single object in $CG$?
Single object in category : (Something for a group)?