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/Index/Layoffdata/Layoffdata
L

Layoffdata

LAYOFFDATAManage supplier listing

Commercially licensed, standardised and enhanced US WARN / mini-WARN layoff notice panel. Aggregates notices filed with US state and federal agencies (state workforce investment boards and departments of labor) under 29 U.S.C. §§ 2101-2109 and analogous state statutes, then — in the company's own words — 'collects, standardizes, enhances, and republishes' them. The API schema shows the enhancement layer plainly: beyond the raw notice fields (state, company, city, workers, warn_date, effective_date, layoff_type) it adds normalised and classified attributes the state registries do not supply — temporary_permanent, union (e.g. 'SEIU'), region (e.g. 'Bay Area'), county, and industry. Sold self-serve as single-state CSVs, multi-state CSVs, a full WARN CSV, recurring subscriptions, and a plan-gated REST API. Positioned as 'the only comprehensive database for worker layoffs in the U.S.', with cited usage by named institutional consumers.

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Layoffdata/Layoffdata
SampleCoverage

Sample

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Coverage

Universe, instruments and categories.

Industry
Financial Exchanges & DataHuman Capital & Employment Services
Instruments
equitiesfixed_income
Categories
AlternativeSentimentReference
Regions
US
Sample tickers
AMZNUALAALDALINTCWMT
Dataset card
Type
not stated
Format
Tabular — CSV downloads (single-state, multi-state, and a full national WARN CSV) plus a REST API returning JSON, rate-limited at 300 requests/minute per key, with plan-tiered key validation. Delivery via Stripe-secured download links tied to the payment session.
Volume
National-scale WARN panel delivered as a single full-database CSV plus per-state slices, with per-event granularity (company, city, county, region, industry, union, worker count, both dates, layoff type, permanence). Request further research for the exact row count and state coverage — neither is printed on the terms or API pages, though the product's positioning claim is comprehensiveness across all states publishing WARN notices.
Users
Request further research — no customer or subscriber count is published; the operator is recorded as a 1-person organisation and the account model is self-serve Stripe checkout, so any customer figure would be invented.
History
not stated
Update frequency
not stated
Growth
Active — terms last updated July 2026 (two months before this review), an API currently documenting live 2026-dated example records, an actively maintained citations page tracking third-party usage of the dataset, and subscription billing with automatic renewal indicating recurring revenue rather than a static one-off product.
Launched
not stated
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

supplier index read from their site

Layoffdata has not added their own details yet. Not yet on file:

  • Dataset
  • Data dictionary
  • Coverage
  • Provenance
  • Rights & data handling