Atlanta Airport is about 4.8 times smaller than Manhattan.

Manhattan is approximately 55 km² (21 sq mi), while Atlanta Airport is approximately 11 km² (4.39 sq mi), making Atlanta Airport 20.83% the size of Manhattan.
Tip: This to-scale comparison of Manhattan vs. Atlanta Airport uses the Mercator projection, which distorts the size of regions near the poles.
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