Source
NCES F-33 + EdFacts · vintage 2022-2023 · refresh cadence: annual
Direction of better
Higher values are better. Used to rank candidate towns/properties; higher score = stronger fit.
Unit
Values are reported in score_0_100.
Default weight in Education composite
10% of the Education 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: school_district_finance, schools_v2
Columns: per_pupil_spending, graduation_rate
Input field: perPupilSpending,graduationRate
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": "education.education_roi_spend_grad",
"name": "Education ROI (spend/grad)",
"value": 78,
"unitText": "score_0_100",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "composite",
"value": "Education"
},
{
"@type": "PropertyValue",
"name": "level",
"value": "city"
},
{
"@type": "PropertyValue",
"name": "direction",
"value": "higher_better"
},
{
"@type": "PropertyValue",
"name": "source_year",
"value": "2022-2023"
},
{
"@type": "PropertyValue",
"name": "fha_safe",
"value": true
}
],
"valueReference": {
"@type": "QuantitativeValue",
"additionalType": "https://valifit.com/catalog/metric",
"identifier": "education.education_roi_spend_grad",
"sameAs": "NCES F-33 + EdFacts"
},
"mentions": [
{
"@type": "Dataset",
"@id": "https://valifit.com/sources/edfacts-acgr-graduation-rate",
"identifier": "EDFACTS_ACGR",
"name": "EdFacts Adjusted Cohort Graduation Rate",
"url": "https://www2.ed.gov/about/inits/ed/edfacts/data-files/index.html",
"sameAs": "https://www2.ed.gov/about/inits/ed/edfacts/data-files/index.html",
"creator": {
"@type": "Organization",
"name": "U.S. Department of Education"
},
"temporalCoverage": "annual",
"dateModified": "2026-05-07"
},
{
"@type": "Dataset",
"@id": "https://valifit.com/sources/nces-f33-school-district-finance",
"identifier": "NCES_F33",
"name": "NCES Local Education Agency Finance Survey",
"url": "https://nces.ed.gov/ccd/f33agency.asp",
"sameAs": "https://nces.ed.gov/ccd/f33agency.asp",
"creator": {
"@type": "Organization",
"name": "National Center for Education Statistics"
},
"temporalCoverage": "annual",
"dateModified": "2026-07-21"
}
]
}For programmatic access
GET /api/v1/catalog/metrics?id=education.education_roi_spend_grad
MCP tool: get_catalog with id="education.education_roi_spend_grad"