warn-notices
us-warn-act-layoffs-notices-daily
US WARN Act Layoff Notices — normalized, 48 states, rebuilt every day
Last rebuilt: 2026-09-22. An automated pipeline re-scrapes 48
state labor-department portals every day, re-normalizes, re-deduplicates and
re-uploads this file. Compare that date with the "last modified" date on any
other US WARN dataset on the Hub before you choose one — WARN data is a
moving target and a one-shot upload starts rotting the week it is posted
(states amend headcounts, re-issue notices, and… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-warn-act-layoffs-notices-daily.us-layoffs-by-stock-ticker-warn-act-notices-public-companies
US layoffs by stock ticker: 7,651 WARN Act notices filed by 736 listed companies, with confidence tiers
Rebuilt 2026-09-22. State WARN Act filings name the employer as the filer wrote
it — Wells Fargo Home Mortgage, OS Restaurant Services, Boeing Compnay —
never a ticker. This dataset resolves those strings to the listed parent and
re-derives the mapping every day as new filer strings appear.
1,583 filer strings → 736 tickers → 7,651 notices
(1988-12-16 → 2026-09-16), 1,007,332… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-stock-ticker-warn-act-notices-public-companies.us-historical-layoffs-archive-warn-act-notices-removed-from-state-websites
Historical US layoffs archive: 6,799 WARN Act notices that state websites no longer list (2000-2025), recovered
Rebuilt 2026-09-22. Five state labor agencies — Connecticut, Michigan, New York,
North Carolina and Pennsylvania — retired the web pages their older WARN Act
layoff notices lived on. Their current pages start years later. This dataset is
every notice in our file that came from one of those retired pages and is not
on the agency's live page today: 6,799 notices, 6,694… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-historical-layoffs-archive-warn-act-notices-removed-from-state-websites.which-us-states-publish-warn-act-layoff-notices-coverage
Which US states publish WARN Act layoff notices? 48 do, 3 do not — coverage and archive depth for all 51 jurisdictions
Rebuilt 2026-09-19. 48 US jurisdictions (47 states + DC) run a public list of
WARN Act layoff notices; we read every one of them daily and hold 61,345
notices back to 1988 (58,085 carry a usable notice date, 3,260 do
not — counted, never dropped). Three states publish no public list at all:
Arkansas, New Hampshire and Wyoming. So 48 is not "48 of 51" — it is… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/which-us-states-publish-warn-act-layoff-notices-coverage.us-multi-state-employer-layoffs-warn-notices-by-state
Which US employers are laying off in more than one state?
Every state publishes its own WARN Act layoff notices, and every state's list
stops at its border. The employer that filed in Texas on Monday and Ohio on
Wednesday appears as two unrelated rows on two unrelated portals. This dataset
is the merge: the free-window notices from 48 states, grouped
by employer, kept to employers that filed in two or more states, rebuilt
every day.
The headline (free window, 1988 -… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-multi-state-employer-layoffs-warn-notices-by-state.layoffs-2026-us-warn-act-notices-daily
US layoffs in 2026: 2,746 WARN notices, 252,231 workers - rebuilt every morning
Data as of 2026-09-22. One row per WARN Act layoff notice filed with a US state
agency in 2026, normalised into one schema across 45 states. Free, CC BY 4.0,
no login, no API key, no delayed tier.
2,746
layoff notices filed in 2026 so far
252,231
workers named on them (a floor - see Honest scope)
45
state agencies filed at least one
996
most of any state: CA
9,891
largest single… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/layoffs-2026-us-warn-act-notices-daily.