Geographic-Aware Clustering

Microaggregation clustering that uses geographic coordinates (latitude/longitude) from GeoNames reference data to group records by physical proximity rather than raw ZIP code values. Produces more meaningful anonymized locations. Linked column hierarchies keep city, state, and ZIP code values consistent within each cluster.