I have multiple Google Fusion tables with geocoded address columns of type "LOCATION". I would like to return the Latitude and Longitude results for those columns when I perform a SQL Query. Is that possible?
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No. It is not possible. If you want to retrieve that information from the table, you need to geocode it externally and include the geographic coordinates in the table.

geocodezip
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As far as I can figure this is correct, but it seems nuts that they don't allow you to select this or have it as some form of pseudo-column. – Ben D Jul 08 '16 at 01:41