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Trust / Catalog / commute.destination_distance

Metric · canonical catalog entry·Federally sourced · direction-flagged

Destination Distance

composite: Commutelevel: City / MunicipalityFHA-safe ✓

Source

Haversine Calculation · vintage Live · refresh cadence: live

Direction of better

Lower values are better. Used to rank candidate towns/properties; lower score = stronger fit.

Unit

Values are reported in miles.

Default weight in Commute composite

80% of the Commute composite by default. Users can override this weight in their intake; the displayed score reflects the user's chosen weighting, never a fixed default.

Where the data lives

Tables: municipality_spatial_enrichment, parcels

Columns: lat,lng, lat,lng

Input field: lat,lng,destinations

JSON-LD example

Every value emitted by ValiFit (in /api/v1, MCP responses, on-page JSON-LD) carries a propertyID set to this metric_id, so AI clients can resolve it back here in one round-trip.

{
  "@type": "PropertyValue",
  "propertyID": "commute.destination_distance",
  "name": "Destination Distance",
  "value": 1.4,
  "unitText": "miles",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Commute"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "city"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "lower_better"
    },
    {
      "@type": "PropertyValue",
      "name": "source_year",
      "value": "Live"
    },
    {
      "@type": "PropertyValue",
      "name": "fha_safe",
      "value": true
    }
  ],
  "valueReference": {
    "@type": "QuantitativeValue",
    "additionalType": "https://valifit.com/catalog/metric",
    "identifier": "commute.destination_distance",
    "sameAs": "Haversine Calculation"
  },
  "mentions": [
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/valifit-internal",
      "identifier": "VALIFIT_INTERNAL",
      "name": "ValiFit Internal Compute",
      "url": "https://valifit.com/trust/methodology",
      "sameAs": "https://valifit.com/trust/methodology",
      "creator": {
        "@type": "Organization",
        "name": "ValiFit"
      },
      "temporalCoverage": "live",
      "dateModified": "2026-05-11"
    }
  ]
}

For programmatic access

GET /api/v1/catalog/metrics?id=commute.destination_distance

MCP tool: get_catalog with id="commute.destination_distance"

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