There is no atmosphere (air) in outer space or on smaller heavenly bodies, e.g. the moon. Therefore, an astronaut venturing into space must ware a special space suit that holds and maintains a bit of Earth-like atmosphere around him/herself.
An astronaut’s space suit and description may be seen here.