Just to clarify; you’re looking for a book atlas, not a collecton of blank maps, right?
My atlases were given me by my parents. They are rather extensive, encyclopedic really. They are:
World Reference Atlas by DK
and
Atlas of America by Reader’s Digest
We also have a Children’s Atlas of the World, but my children are less interested in that one as they are in the big ones.
HTH,
Rachel