WARN Act Data & Layoff Tracker | WARN Firehose
Hacker News
February 22, 2026
AI-Generated Deep Dive Summary
WARN Firehose is a powerful tool that aggregates and analyzes mass layoff notices across all 50 U.S. states into one comprehensive database, offering real-time insights and historical trends. With over 109,000 WARN Act notices and data spanning back to 1998, the platform provides actionable intelligence for journalists, investors, recruiters, economists, and workforce planners. By unifying scattered data from various state agencies—often published in different formats like PDFs, Excel files, or HTML tables—WARN Firehose simplifies access to this critical information, enabling users to track layoffs, identify economic trends, and make informed decisions.
The platform offers a REST API for developers, bulk exports in formats like CSV, JSON, Parquet, and JSON-LD, as well as interactive charts such as state heatmaps, company rankings, and YoY comparisons. These features allow users to filter, sort, and paginate data with ease, making it accessible for both human analysis and machine learning pipelines. WARN Firehose also provides real-time updates through daily automated scraping, ensuring the most up-to-date information on layoffs and workforce reductions.
For tech enthusiasts and businesses, WARN Firehose is a game-changer. Its AI-ready formats like Parquet and JSON-LD make it an ideal resource for integrating into machine learning models or AI assistant workflows. Journalists can break news faster by identifying major layoffs before they hit the mainstream media, while investors and hedge funds can monitor economic signals and sector downturns with precision. Recruiters gain access to displaced talent pools, enabling them to source skilled workers in specific industries and locations ahead of competitors.
Economists and researchers
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Originally published on Hacker News on 2/22/2026