I smoked hookah for the first time but didn't inhale just blew it out. Is it still dangerous?

I tried hookah with my friends for the first time today and then I came home and read how some people say it leads to cancer. It's not something I feel addicted towards but I was wondering if it is still dangerous if I keep it in my mouth then just blow it out and not inhale any smoke. If so, how dangerous