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Geospatial Enrichments

fairway includes built-in support for geospatial data enrichment, making it easy to turn raw address or coordinate data into analysis-ready spatial indices.

Geocoding

When enabled, fairway can resolve address fields to latitude and longitude coordinates.

  • Enable in Config: 
    enrichment:
  geocode: true

H3 Indexing

For efficient spatial joining and aggregation, fairway can assign H3 indices (Hexagonal Hierarchical Spatial Index) to your data.

  • Why H3?: Hexagons minimize quantization error when aggregating spatial data and have uniform distances between neighbors.

Geo-Digest

The pipeline automatically generates a "geo-digest" – a summary of the spatial distribution of your data, identifying potential outliers or data density issues.