She isn't a muggle. Even though both of her parents are muggles she isn't a muggle.
A muggle born is a witch/wizard who was born in a muggle family.
A muggle is a person that has no magical abilities.
Astoria Greengrass Is A Pure-Blood.
A Squib is someone who comes from a magical family but doesn't have any magic.