Visualize Layoff & Labor Market Data
Interactive charts across WARN notices, H-1B visas, SEC filings, bankruptcies, and JOLTS trends.
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Weekly WARN Employees Affected
Weekly Initial Jobless Claims
U.S. Department of Labor weekly initial unemployment insurance claims
Source: U.S. Department of Labor, Employment & Training Administration
Weekly Jobless Claims vs WARN Employees Affected
WARN notices are 60-day advance warnings — spikes in WARN employees often precede rises in jobless claims
Sources: U.S. Department of Labor (Initial Claims) + WARN Firehose (WARN Act Notices) — grouped by Saturday week-ending
Top States by Employees Affected
Top Companies by Total Layoffs
Year-over-Year Comparison
Industry Breakdown (NAICS)
H-1B Top Employers by Petitions
DOL LCA certified petitions — top employers filing for H-1B workers
H-1B Top Occupations
Most common job categories in H-1B visa petitions
H-1B Petitions by State
States with the most H-1B visa petition filings
Layoffs vs H-1B Hiring
Companies appearing in both WARN layoff notices and H-1B petition filings
SEC 8-K Filings by Item Type
Item 2.05 = layoffs/exit activities — the strongest signal of workforce reduction
Bankruptcy Filings by Chapter
Chapter 11 (reorganization) vs Chapter 7 (liquidation) — WARN-matched filings highlighted
JOLTS: Job Openings vs Layoffs — Last 12 Months
Monthly BLS data — job openings (blue) vs layoffs & discharges (red)
JOLTS: Quits Rate — Last 12 Months
Monthly quit rate — a key measure of worker confidence