It could be that you have been infected with Covid-19 but are not showing any symptoms. You don't know that you are infected and can therefore pass the new coronavirus on to others unnoticed.
It is recommended that as many people as possible wear a facemask, as this allows droplets and mucus particles to be collected and the chain of infection is broken.