Glossary

metadata catalog harvesting

metadata catalog harvesting is publishing model in which a central catalog aggregates dataset metadata from many publishers instead of hosting files. In Datadory's catalog of 1,744 datasets, Data.gov Catalog - Telecommunications & Carrier Datasets and data.gov packaging record are working examples.

What is metadata catalog harvesting?

A publishing model in which a central catalog aggregates dataset metadata from many publishers instead of hosting files.

Data.gov indexes 552,271 records harvested continuously from agency DCAT-US listings under the OPEN Government Data Act.

In this catalog it appears concretely: - Data.gov Catalog - Telecommunications & Carrier Datasets (what it publishes) — "Data.gov is the U.S. federal open-data metadata catalog (552,271 datasets at time of research)". - data.gov packaging record (terms of use) — "and". - GSA data.gov (terms of use) — "the OPEN Government Data Act makes publishing to it a statutory requirement using machine-readable formats".

Why does metadata catalog harvesting matter when choosing a dataset?

Conventions decide whether two sources can be joined at all. Buy one side of an analysis that ignores this convention and every reconciliation step — calendar alignment, unit conversion, entity matching — lands on your team instead of the vendor's.

The failure mode is concrete: a source can carry the metadata catalog harvesting label while differing from what you need on exactly the dimension that matters — Data.gov is the U.S. federal open-data metadata catalog (552,271 datasets at time of research). Comparing two sources on that line usually settles the choice faster than any feature matrix.

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 Data.gov Catalog - Telecommunications & Carrier Datasets lets you inspect the real artifact before any budget is committed.

How do you evaluate metadata catalog harvesting in a data source?

Treat every claim of this attribute as testable:

  1. Read Data.gov Catalog - Telecommunications & Carrier Datasets's record on what it publishes — "Data.gov is the U.S. federal open-data metadata catalog (552,271 datasets at time of research)" — then confirm the delivered artifact matches before you license anything. 2. Read data.gov packaging record's record on terms of use — "and" — then confirm the delivered artifact matches before you license anything. 3. Read GSA data.gov's record on terms of use — "the OPEN Government Data Act makes publishing to it a statutory requirement using machine-readable formats" — then confirm the delivered artifact matches before you license anything. 4. Pin down update cadence in writing.

Adjacent concepts worth reading next: - dcat metadata schema - commercial delivery terms US government data

Frequently asked questions

What is an example of metadata catalog harvesting?

Data.gov Catalog - Telecommunications & Carrier Datasets is the clearest example in this catalog. Its record on what it publishes reads: "Data.gov is the U.S. federal open-data metadata catalog (552,271 datasets at time of research)". 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 "metadata catalog harvesting" 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 metadata catalog harvesting?

Open Data.gov Catalog - Telecommunications & Carrier Datasets next to data.gov packaging record 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 metadata catalog harvesting

6 datasets carry metadata catalog harvesting in the catalog. Open one, count the fields, judge for yourself.

Datasets

Al Circle - aluminium prices and industry portal

Company name · Country · Product categories …+5 more

Industries EU member states plus… · Per-record issued and modified…

EU Open Data Portal - Telecommunications Carrier Datasets

id · title · description …+11 more

Alternative Carriers

Our World in Data - Internet & Telecom Adoption

Entity · Code · Year …+8 more

Alternative Carriers

Wikipedia - List of Mobile Network Operators (Global Top 25 + Country Lists)

Rank · Company · Main markets …+5 more

Alternative Carriers

Wikipedia List of Mobile Virtual Network Operators in the United States

Company · Host network(s) · Market …+7 more

Alternative Carriers

Wikipedia - Mobile Virtual Network Operator (Definition & Taxonomy)

MVNO type · AKA / alias · Definition …+4 more

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