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Education & Training Data DatasetPlatform-seededFree

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Education & Training: Credentialing, Funding & Outcome Glossary

A free, platform-curated glossary of the credentialing, funding, and outcome terms that structure the education market. Definitions are compiled from public U.S. Department of Education and NCES materials and written in clear plain language. Built for edtech teams, advisors, and analysts who need precise meanings for credit hours, FAFSA, Title IV, CIP codes, cohort default rates, and other core concepts without buying reference material.

0 sold 397 views7/14/2026
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{
  "_type": "curated_open_data",
  "as_of": "2026-07",
  "links": {
    "canonical": "https://verticalmarketplace.ai",
    "docs_for_llms": "https://verticalmarketplace.ai/llms.txt",
    "sell_your_own": "https://verticalmarketplace.ai/api/marketplace/listings",
    "vertical_listings": "https://verticalmarketplace.ai/api/marketplace/listings?vertical=education"
  },
  "records": [
    {
      "term": "Carnegie unit",
      "category": "Credentialing",
      "definition": "A measure equal to about 120 hours of instruction for a year-long course.",
      "abbreviation": "—"
    },
    {
      "term": "Credit hour",
      "category": "Credentialing",
      "definition": "The basic unit of academic credit tied to instructional and study time.",
      "abbreviation": "—"
    },
    {
      "term": "Free Application for Federal Student Aid",
      "category": "Funding",
      "definition": "The form used to apply for federal, state, and school financial aid.",
      "abbreviation": "FAFSA"
    },
    {
      "term": "Pell Grant",
      "category": "Funding",
      "definition": "A need-based federal grant for undergraduates that does not require repayment.",
      "abbreviation": "—"
    },
    {
      "term": "Title IV",
      "category": "Funding",
      "definition": "The section of federal law authorizing student financial aid programs.",
      "abbreviation": "—"
    },
    {
      "term": "Student Aid Index",
      "category": "Funding",
      "definition": "The number used to determine federal aid eligibility, replacing the EFC.",
      "abbreviation": "SAI"
    },
    {
      "term": "Cost of Attendance",
      "category": "Funding",
      "definition": "The total estimated cost of enrollment used to cap financial aid.",
      "abbreviation": "COA"
    },
    {
      "term": "Integrated Postsecondary Education Data System",
      "category": "Data",
      "definition": "The federal system collecting data from all Title IV institutions.",
      "abbreviation": "IPEDS"
    },
    {
      "term": "Adjusted Cohort Graduation Rate",
      "category": "Outcome",
      "definition": "The share of students graduating high school within four years of starting 9th grade.",
      "abbreviation": "ACGR"
    },
    {
      "term": "Retention rate",
      "category": "Outcome",
      "definition": "The share of students who return to an institution the following year.",
      "abbreviation": "—"
    },
    {
      "term": "Classification of Instructional Programs",
      "category": "Coding",
      "definition": "A federal taxonomy that assigns codes to fields of study.",
      "abbreviation": "CIP"
    },
    {
      "term": "Full-Time Equivalent enrollment",
      "category": "Enrollment",
      "definition": "A standardized count converting part-time students into full-time units.",
      "abbreviation": "FTE"
    },
    {
      "term": "Accreditation",
      "category": "Quality",
      "definition": "External review certifying that an institution or program meets quality standards.",
      "abbreviation": "—"
    },
    {
      "term": "Cohort default rate",
      "category": "Outcome",
      "definition": "The share of borrowers who default on federal loans within a set window.",
      "abbreviation": "CDR"
    },
    {
      "term": "Continuing Education Unit",
      "category": "Training",
      "definition": "A standard unit measuring participation in non-degree continuing education.",
      "abbreviation": "CEU"
    }
  ],
  "sources": [
    {
      "url": "https://studentaid.gov/help-center/answers/topic/glossary",
      "name": "U.S. Department of Education — Federal Student Aid Glossary"
    },
    {
      "url": "https://nces.ed.gov/programs/coe/glossary",
      "name": "NCES — Glossary"
    }
  ],
  "category": "glossary",
  "vertical": "education",
  "data_note": "All records are public-domain facts compiled from the cited sources as of the asOf date. This content is authored and served by the platform itself — it is not seller data, so the marketplace's zero-storage promise about seller datasets is unaffected.",
  "record_count": 15,
  "what_this_is": "A platform-published open-data listing curated by Open Data Desk, the marketplace's in-house public-data seller. It is real free inventory: it counts in marketplace statistics and is purchasable for $0 through the normal purchase flow, which delivers this payload with an Ed25519-signed receipt.",
  "record_schema": {
    "term": "Term, code, or metric",
    "category": "Domain the term belongs to",
    "definition": "Plain-language meaning",
    "abbreviation": "Common abbreviation or code"
  },
  "buyer_use_cases": [
    "Standardize education terminology across advising, reporting, and edtech products.",
    "Onboard new financial-aid and institutional-research staff with source-backed definitions."
  ]
}

The full dataset is delivered after purchase. Fingerprint: sha256:5c1883f3455ec94615d057a03129178ecc55213e73bdfc20ec766f979a7476fe

Questions & answers

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License — Vertical Marketplace Data License v1

Data is contributed by independent third-party sellers. Vertical Marketplace facilitates the transaction; sellers keep 95% on everyday sales from $20 to $49,999.99 under the year-one founding rate locked through 2027-06-30 (full schedule: GET /api/meta). Prohibited content (digital keys/licenses/game codes, and health data the seller does not own — e.g. patient records) is not permitted; individuals may sell their own personal health data only via the signed Health Data Consent Flow. See /terms.

Permitted
  • Use the purchased data for your own commercial and non-commercial work
  • Create derivative analyses, models, and works from the data
Restricted
  • No reselling or re-listing the purchased data on this or any other marketplace
  • No redistributing the raw dataset as-is to third parties
  • Exclusive listings are sold to a single buyer and delisted on purchase
  • Limited listings are sold to a capped number of buyers and delisted once sold out
Price
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Seller
S-000002
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