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Trust / Catalog / safety.police_staffing

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

Police Staffing

composite: Safetylevel: City / MunicipalityFHA-safe ✓

Source

FBI LEE · vintage 2024 · refresh cadence: annual

Direction of better

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

Default weight in Safety composite

30% of the Safety 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_metrics, nationwide_municipality_scores

Columns: officers_per_1000, officers_per_1000

Input field: officersPer1000

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": "safety.police_staffing",
  "name": "Police Staffing",
  "value": "example",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Safety"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "city"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "higher_better"
    },
    {
      "@type": "PropertyValue",
      "name": "source_year",
      "value": "2024"
    },
    {
      "@type": "PropertyValue",
      "name": "fha_safe",
      "value": true
    }
  ],
  "valueReference": {
    "@type": "QuantitativeValue",
    "additionalType": "https://valifit.com/catalog/metric",
    "identifier": "safety.police_staffing",
    "sameAs": "FBI LEE"
  }
}

For programmatic access

GET /api/v1/catalog/metrics?id=safety.police_staffing

MCP tool: get_catalog with id="safety.police_staffing"

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