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Trust / Catalog / livability.dining_culture_variety

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

Dining & Culture Variety

composite: Livabilitylevel: City / MunicipalityFHA-safe ✓

Source

Overture Maps · vintage 2026 · refresh cadence: quarterly

Direction of better

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

Default weight in Livability composite

30% of the Livability 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_poi_counts, overture_places, municipality_metrics

Columns: restaurants,coffee,bars, [computed], restaurants,coffee,bars

Input field: poiInRadius

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": "livability.dining_culture_variety",
  "name": "Dining & Culture Variety",
  "value": "example",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Livability"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "city"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "higher_better"
    },
    {
      "@type": "PropertyValue",
      "name": "source_year",
      "value": "2026"
    },
    {
      "@type": "PropertyValue",
      "name": "fha_safe",
      "value": true
    }
  ],
  "valueReference": {
    "@type": "QuantitativeValue",
    "additionalType": "https://valifit.com/catalog/metric",
    "identifier": "livability.dining_culture_variety",
    "sameAs": "Overture Maps"
  },
  "mentions": [
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/overture-maps",
      "identifier": "OVERTURE_MAPS",
      "name": "Overture Maps Foundation",
      "url": "https://overturemaps.org/",
      "sameAs": "https://overturemaps.org/",
      "creator": {
        "@type": "Organization",
        "name": "Microsoft + Meta + AWS + TomTom"
      },
      "temporalCoverage": "monthly",
      "dateModified": "2026-04-01"
    }
  ]
}

For programmatic access

GET /api/v1/catalog/metrics?id=livability.dining_culture_variety

MCP tool: get_catalog with id="livability.dining_culture_variety"

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