YES. We were on Voyager Venice to Rome. We had a large group of us 40 somethings. In our "group" we also had a 30-something single female and a 27 year old single male.
Besides, you are on a port intensive itinerary. You won't really be able to fully enjoy the ship anyway (beyond food, service, entertainment, amenities).