Solo cruise

Hey guys, I’m going on a solo cruise trip. I’m 22F, but I was thinking virgin voyages or carnival cruise line. I want to have a lot of fun but also be around people my age, but also do a lot of activities. I’ve also never been on a cruise before. Which do you think is best? Or any other recommendations? Thanks !