Why does an astronauts weight change when in space?

Because of gravity. Depending on the gravity, the austronaut weights more or less. If the gravitational pull is bigger then the astronaut will weight more but if the gravitational pull is weaker then the astronaut will weight less, even though the mass of the austronaut doesn't change.