That’s not Atlanta. That’s Cobb county.
Like it's only not annexed by Atlanta because they made a ten foot wide city called Chattahoochee Plantation on the border of the county.
EDIT: It's like saying that Arlington isn't part of DC, which while technically true, misses the whole point. Atlanta proper is only about 1/10 the population of the metro.