APProjects/us-layoffs-by-stock-ticker-warn-act-notices-public-companies

US layoffs by stock ticker: 7,651 WARN Act notices filed by 735 listed companies, with confidence tiers Rebuilt 2026-09-25. 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. 1,582 filer strings → 735 tickers → 7,651 notices (1988-12-16 → 2026-09-22), 1,007,238… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-stock-ticker-

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