generated: '2026-09-06' method: searched source: >- https://api.data.gov/docs/developer-manual/ (DEMO_KEY Rate Limits) and https://www.ers.usda.gov/developer/data-apis, read 2026-09-06. provider: Economic Research Service providerId: economic-research-service description: >- ERS publishes no sandbox, no test environment and no fixture tooling of its own. There is one real, published try-before-you-register credential, and it belongs to the platform rather than to ERS: api.data.gov's shared DEMO_KEY. It is worth recording because it is the only way a consumer - or an agent - can make a successful ARMS call without completing an email round-trip first, and ERS never mentions it on its own pages. sandbox_environment: none test_vs_live: separate_hosts: false separate_keys: false note: >- There is no test host and no test/live key split. api.ers.usda.gov serves production data to every key. The only distinction is quota: a registered key gets 1,000 requests an hour, DEMO_KEY gets far less. shared_demo_credential: value: DEMO_KEY verbatim: true source: https://api.data.gov/docs/developer-manual/ usage: https://api.ers.usda.gov/data/arms/year?api_key=DEMO_KEY limits: - metric: requests_per_hour limit: 30 scope: ip-address - metric: requests_per_day limit: 50 scope: ip-address note: >- Published verbatim by api.data.gov as "the special DEMO_KEY api key... for initially exploring APIs prior to signing up". Not invented here and not a secret - it is a documented public literal. api.data.gov encourages signing up for a real key for any actual use. NOT documented by ERS: a developer reading only the ERS pages is told to register and is never told this exists. test_data: cards: null accounts: null fixtures: null note: >- Not applicable. There are no test values to publish for a read-only public-data API - the production data IS the test data, and ERS additionally publishes the full ARMS dataset as bulk files that require no key at all, which is the honest offline-rehearsal path here. bulk_download: key_required: false note: >- "A key is not required to use the bulk download facility" (https://github.com/USDA-REE-ERS/ARMS-Data-API README). An exhaustive variable reference is published as a CSV at https://www.ers.usda.gov/sites/default/files/images/arms-all-variables-december-2023.csv. source: https://github.com/USDA-REE-ERS/ARMS-Data-API/blob/master/README.md geospatial: key_required: false note: >- The gisportal.ers.usda.gov ArcGIS REST and SOAP services need no credential at all, so the entire geospatial surface can be explored, queried and integration-tested anonymously. In practice that is the closest thing ERS has to a sandbox. time_simulation: supported: false trigger_tooling: supported: false maintainers: - FN: Kin Lane email: kin@apievangelist.com