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It looks like the ZCTA's that are used by the US census are slightly different than actual Zip Codes and only include locations where people live (which makes sense since why would they do a census of Airports where people don't actually have a residence).
So other places like Airports won't be included in the ZCTA data. I did find another datasource at http://download.geonames.org/export/zip/ which has data focused more on actual zip codes. Of course it's in a different format and would require more changes.
Airport Zip Codes don't show up. Examples I've found are:
20041
30320
60666
30320
75261
55111
21240
20229
55605
96913
15231
Is there any way to get an updated list of zip codes?
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