We use play, do and go with sports and activities.
PLAY:
It is used with ball sports or competitive games, where we play against another person.
DO:
Used for an activity or a non-team sport that does not use a ball.
GO:
It is used for activities ending in -ing. We go somewhere to do something.
See the complete explanation and more examples HERE. You can also do the online exercises.