Data.gov Federal Dataset Catalog — Pharmacy Query

The Data.gov Federal Dataset Catalog — Pharmacy Query is the Diversified Support Services shelf's widest net: one search across the U.S. government's federated catalog of 552,271 datasets — federal agencies plus state, county and city contributors — run against the word pharmacy and resolved into a working shortlist. The catalog itself is assembled by GSA's Technology Transformation Services; what Datadory adds is the part researchers actually want: the relevance-ranked pharmacy slice pulled out of unrelated matches, its records typed into a stable schema, publishers named, and the whole thing delivered as tables you can join.

The leading hits read like a cross-section of American pharmacy regulation and operations: OneVA Pharmacy from the Department of Veterans Affairs, CMS's Division of Pharmacy Releases Index, DC pharmacy locations from the Health Regulation and Licensing Administration, Connecticut's annual in-state pharmacy license counts, and the CDC's weekly estimate of influenza vaccinations administered in pharmacies. Of the first hundred results, 39 come from CMS alone, with state portals and the VA filling most of the rest.

One query, five very different publishers — exactly why the slice needs typing before it joins anything:

title: OneVA Pharmacy
publisher: Department of Veterans Affairs
observed_format: API

title: Division of Pharmacy Releases Index dataset
publisher: Centers for Medicare & Medicaid Services

title: Pharmacy Locations
publisher: Health Regulation and Licensing Administration (DC)

title: In-State Pharmacy Licenses Issued By Year
publisher: State of Connecticut data portal

title: Weekly Cumulative Estimated Number of Influenza Vaccinations Administered
       in Pharmacies and Physician Medical Offices, Adults 18 years and older,
       United States (ARCHIVED)
publisher: Centers for Disease Control and Prevention

A federal health system, a federal payer, a District regulator, a state licensing register and a national disease-surveillance count. One row shape covering all five is the difference between a bookmark list and a dataset.

Ten verified fields carry every record in the slice — enough to identify the collection, date it, attribute it and know what shape its distributions take:

• Geography: United States throughout — federal publishers (CMS, the VA, the CDC) alongside state portals such as Connecticut's and Washington's, city contributors like Baton Rouge and Austin, and District-level regulators.
• Temporal: a live catalog snapshot, reviewed August 2026. Member collections range from one-off historical files to continuously updated feeds, and at least one leading result — the CDC pharmacy-vaccination series — is explicitly archived, which is why every record ships with its issued and modified dates intact.
• Granularity: dataset-level metadata records, not row-level data. One row per cataloged collection; the rows inside each collection arrive as a separate, scoped pull.

Set against the Datadory catalog average quality score of 7.81, this record scores 6/10 — the ceiling of a discovery index rather than a defect. The slice tells you precisely what exists and who owns it; the strongest finds graduate into dedicated catalog records of their own.

API, files, or your warehouse. Daily, weekly, or hourly.

Name the cut when you request the sample: CMS pharmacy releases only, state licensing registers only, or the full relevance-ranked result set. The sample ships first either way; the ongoing feed lands on whatever cadence your models need.

Every delivery travels with the field dictionary above, decoded publisher labels and coverage notes mapped to the agencies you named.

A discovery index earns its keep at the front of a project:

• Competitive landscape mapping — drug-retail strategists establish which agencies publish pharmacy licensing, dispensing and formulary material before commissioning deeper pulls; knowing that CMS contributes 39 of the first hundred results tells you where the volume lives. The pattern is written up on our competitive intel product teams use cases page.
• Regulatory footprint tracking — compliance teams watch state registers (DC pharmacy locations, Connecticut license counts) and pharmacy-benefit-manager oversight filings as new entrants and rule changes land.
• Demand signals for retail clinics — the CDC's weekly estimate of influenza vaccinations administered in pharmacies is a seasonality input for staffing and inventory models.
• Research scoping — market analysts settle scope, geography and years available in one pass; see diversified support services data for market researchers.
• Source triage for data teams — the typed slice works as a seed list for wider collection programs, replacing hand-searching the catalog end to end; see diversified support services data for data scientists.

Market Researchers & Consultants get the landscape mapped before they commit; Competitive Intelligence & Product Teams get the publisher mix behind the market; Data Scientists & Analysts get a typed seed list; and Journalists, Academics & Students get the fastest route from a pharmacy question to the agency that owns it.

Provenance note — the catalog is the U.S. government's federated index, assembled from agency harvests. Datadory's contribution is curation: separating genuine pharmacy-regulation material from local-government billing extracts that merely match the keyword, a distinction the raw result set does not make for you.

Methodology note — ranking follows the catalog's own relevance order at review time, and an archive flag travels with any record that carries one, so an ended series never masquerades as a live feed.

Completeness note — the field dictionary above maps fully to the published record layout, and the 6/10 score is stated plainly because breadth here is the point: no single-agency feed covers fifty states' worth of pharmacy regulators in one schema.

Where to go next — when a find deserves depth, reach for the dedicated records: CMS Medicare Part D Prescribers by Provider and Drug, CMS National Average Drug Acquisition Cost (NADAC), DailyMed Structured Product Labeling Repository, CVS.com — Pharmacy & Health Catalog, and OSHA Enforcement & Injury Data for the workforce-safety side of the same shelf. The full shelf sits on the diversified support services data hub, the ranked view at best diversified support services datasets, and the publisher profile at Data.gov source profile.