Glossary

public use file

public use file is analytic file an agency publishes for unrestricted reuse, usually aggregated to state, county or provider level, which the catalog classifies as a data product category. In Datadory's catalog of 1,744 datasets, ONC and medical-expenditure-panel-survey-meps are working examples.

What is public use file?

An analytic file an agency publishes for unrestricted reuse, usually aggregated to state, county or provider level.

ONC releases Promoting Interoperability PUFs for 2019-2024 and clinician PUFs via GitHub.

In this catalog it appears concretely: - ONC — "Promoting Interoperability PUF covers 2019-2024". - medical-expenditure-panel-survey-meps — "No registration or data use agreement needed for Household Component public-use files".

medical-expenditure-panel-survey-meps is the second reference point worth knowing: "No registration or data use agreement needed for Household Component public-use files". Reading the two together shows how much variation sits underneath one shared label.

Why does public use file matter when choosing a dataset?

A label on a listing is not a deliverable. Teams that license on the strength of a product-name match routinely find the shipped files cover a narrower slice than they assumed, and backfilling history afterwards costs more than the license ever did.

The failure mode is concrete: the label appears in a listing, the delivered files tell a different story, and the gap surfaces mid-project when fixing it is most expensive.

You rarely have to take a vendor's word for it. 82.4% of the 1,744 datasets Datadory catalogs are free to access, and ONC lets you inspect the real artifact before any budget is committed.

How do you evaluate public use file in a data source?

Treat every claim of this attribute as testable:

  1. Open ONC and confirm its record — "Promoting Interoperability PUF covers 2019-2024" — against the files you actually receive.
  2. Open medical-expenditure-panel-survey-meps and confirm its record — "No registration or data use agreement needed for Household Component public-use files" — against the files you actually receive.
  3. Pin down update cadence in writing. Across this catalog, 22.6% of 1,744 datasets refresh daily and 64 still arrive only through a manual request form, so ask exactly how fresh each release is.
  4. Check whether definitions are verified at all. Field definitions are verified for 1495 of 1,744 datasets (85.7%), and any source you license should meet that bar.
  5. Price the delivery route before the license. In this catalog bulk download is the most common access method (725 datasets) ahead of official APIs (574), and 379 sources still require scraping — a maintenance cost that lands on you, not the vendor.

See the term applied to real records: health-care-services data, health-care-technology data.

Adjacent concepts worth reading next: - certified health it - fsrdc approved project access - MEPS Insurance Component - U.S. government commercial delivery terms

Frequently asked questions

What is an example of public use file?

ONC is the clearest example in this catalog. Its record states: "Promoting Interoperability PUF covers 2019-2024". Across all 1,744 datasets Datadory averages a quality score of 7.81 out of 10, so a named example can be weighed rather than trusted blindly.

Is data described as "public use file" free to use?

Treat access and permission separately. 82.4% of the 1,744 datasets in this catalog are free to access, but 235 are freemium and 61 are paid outright, so confirm both the price and the license on the exact distribution before building on it.

How do I verify a source really provides public use file?

Open ONC next to medical-expenditure-panel-survey-meps and compare the promise with the download. Field definitions are verified for 1495 of 1,744 datasets (85.7%), which makes that check fast inside the catalog and manual outside it.

Datasets containing this field

Datasets containing public use file

6 datasets carry public use file in the catalog. Open one, count the fields, judge for yourself.

Industries

AdvaMed – Medical Technology Industry Resources

Directory Name · Website Link · Additional fields on request

Datasets

data.gov Health Dataset Collection

title · description · publisher.name …+9 more

Industries

HealthData.gov Catalog

state · inpatient_beds · inpatient_beds_used …+8 more

Industries

Hugging Face Health Care Datasets

instruction · input

Every listing shows the field dictionary, sample rows, and coverage before you commit. API, files, or your warehouse. Daily, weekly, or hourly.

Get sample rows