How often do commercial flights go-around?
As mentioned here:


  Go-arounds occur with an average rate of 1–3 per 1000 approaches.


Most of the videos on YouTube are of go-arounds because of weather. This is not a common scenario as many flights divert to other airports where weather is less severe.