Normal in Japan.

1. You can stay in your own world with drastically reduced human interaction.
2. Privacy; Tokyo is big and crowded. Part for safety but also many chicks wear as an alternative for makeup.
3. Politeness; if you have an active cold then a face mask signals care that you wont wet sneeze into a common space.

Source: I've been travelling to Japan for a decade.