Asking for your experiences when you were a graduate and/or your DC's experiences?
With my DS he has a few of his fellow grads on Instagram but that's it. They'll usually have lunch together or go out for a drink after work and have a laugh. DS does like everyone at work but they don't hang out at weekends.