I used to live in Singapore and due to the localised (and quite violent!) weather there, go-arounds were fairly frequent. I experienced a total of three myself, one of which involved a divert to Batam.
As pax, I never had a problem with go-arounds, it's just the crew doing their job. None of the other pax ever seemed concerned either.
It must happen a lot more in the tropics.