Weightlessness experienced while orbiting the earth in a spaceship is a result of zero gravity.
Astronauts while traveling in space experience weightlessness because there is no gravity in the space. Since the astronauts orbit around the earth with the same centripetal acceleration where a=g so the astronauts do not feel any weight inside the spacecraft.
Hence, the given statement is True