I have seen it alot lately, people doing exercise outside wearing a bandana covering their nose and mouth. And I wonder why?

Sometimes a gym has a lot more bacteria than normal from all the perspiration. A gym is a breeding ground from bacteria. It is to prevent them from getting into their body.

Protection from dust. A keffiyeh is ideal for this

To keep from inhaling too much pollen!