In space if you keep going up, are you even going up anymore?

There's no directions in space, or is direction based on your own point of view? Cause you can go up until you leave earth and towards the moon, then after that who's to say you aren't going down on the moon and up on earth.
In space if you keep going up, are you even going up anymore?
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