Glossary

DCAT catalog record

A DCAT catalog record is a metadata entry describing a dataset rather than containing it, published in the DCAT interchange vocabulary on portals like data.gov. The machinery-manufacturing query shows how thin this layer can be: about 552,000 site-wide records return just 4 relevance-ranked hits for that query.

What is DCAT catalog record?

A catalog record is the description a publisher files about a dataset: title, description, publisher, tags, last-modified date and links out to the actual files. In DCAT terms the record is the catalogue entry; the data sits behind distribution links on the publisher's own site.

The cataloged data.gov machinery-manufacturing slice makes the distinction measurable. The record is tagged 'dcat', 'open data' and 'government catalog', with granularity stated as 'Dataset-level catalog records; content granularity varies by publisher'. Site-wide the catalog holds about 552,000 records, yet the query 'machinery manufacturing' returns only 4 relevance-ranked hits - a Connecticut machinery exemption report, Census Economic Census materials-consumed tables and the NIST Manufacturing Cost Guide. The record's own licensing notes add a data-freshness warning: the Connecticut exemption report 'is repealed effective October 2026, so that series will stop updating'.

Why does DCAT catalog record matter when choosing a dataset?

A catalog hit is a promise about metadata, not about data volume, and buyers who size projects from record counts get burned.

  • Thin results are normal, not failure. 4 hits out of roughly 552,000 records for machinery manufacturing says the federal catalog simply does not index much machinery data - budget for industry sources rather than assuming catalog depth.
  • Records age even when catalogs do not. The catalog updates daily, but the Connecticut exemption report it describes is repealed effective October 2026; a live record can still point at a dying series.
  • Content granularity is the publisher's choice. The cataloged granularity note - 'content granularity varies by publisher' - means two records with identical metadata shape can hide a national monthly series or a single PDF.
  • Licensing follows the publisher, not the catalog. data.gov imposes no terms; federal records are generally commercial delivery terms while state and local publishers set their own.

How do you evaluate DCAT catalog record in a data source?

  1. Size the catalog against your query before committing. About 552,000 records site-wide but only 4 relevance-ranked hits for 'machinery manufacturing' - run your own keyword test first.
  2. Open the distribution, not just the record. Granularity is 'Dataset-level catalog records; content granularity varies by publisher', so the record alone cannot tell you the row structure you will get.
  3. Check whether the underlying series is still alive. The Connecticut machinery exemption report in the cataloged results is repealed effective October 2026 - verify each hit's series is not scheduled to stop.

Where to see it in context, and the access term that pairs with it:

  • official-api — The access method behind data.gov's catalog search, which returns these records as JSON.

Frequently asked questions

What is a DCAT catalog record?

A metadata entry describing a dataset rather than containing it. data.gov publishes about 552,000 of them; the machinery-manufacturing query returns only 4 relevance-ranked hits, each pointing back to the publisher's own files.

Why did my catalog search return so few results?

Catalogs index metadata, and coverage is uneven by topic. The cataloged machinery-manufacturing search found 4 hits across roughly 552,000 records - a signal the topic is thin in that catalog, not that the search failed.

Can a catalog record describe data that is about to disappear?

Yes. The cataloged Connecticut machinery exemption report is repealed effective October 2026, so that series will stop updating even though its catalog record remains live until then.

Datasets containing this field

Datasets containing DCAT catalog record

6 datasets carry dcat catalog record in the catalog. Open one, count the fields, judge for yourself.

Industrial Machinery, Supplies & Components United States · Record revisions from March 2019…

Data.gov Catalog — Machinery Manufacturing Datasets

title · description · publisher …+2 more

Industries Japan · Monthly

JMTBA machine tool statistics Japan data

jusuke sōgaku (total orders received) · uchinaiju (domestic demand) · gaiju (foreign demand) …+3 more

Industrial Machinery & Supplies & Components

Kaggle: NASA Turbofan Jet Engine (C-MAPSS)

Industrial Machinery, Supplies & Components China-based suppliers across… · Live marketplace floor under…

Made-in-China.com

product_title · price_range_usd · moq …+5 more

Industrial Machinery & Supplies & Components

NASA Prognostics Data Set Repository

Industrial Machinery, Supplies & Components United States, national totals by… · 1958 through 2018, annual

NBER-CES Manufacturing Industry Database

naics · year · emp …+9 more

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