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LaborCurrent — Six unified labor-market datasets joined through one API: 93K+ WARN Act mass-layoff notices (all 50 states), 5.9M H-1B/LCA visa petitions with wage and worksite fields, 42 years of DOL weekly unemployment claims, SEC 8-K material-event filings, Chapter 11 bankruptcy cases cross-referenced to layoff notices, and BLS JOLTS turnover metrics. Small but deep specialist: single-founder/one-engineer shop running 51 state scrapers on a GitHub Actions pipeline, monetized via a paid API tier above a 25-call/day free tier; national coverage across six federal and state labor datasets. Use…
Datasets
1Six unified labor-market datasets joined through one API: 93K+ WARN Act mass-layoff notices (all 50 states), 5.9M H-1B/LCA visa petitions with wage and worksite fields, 42 years of DOL weekly unemployment claims, SEC 8-K material-event filings, Chapter 11 bankruptcy cases cross-referenced to layoff notices, and BLS JOLTS turnover metrics
From 42 yearsCoverage IndustrialsAsset class Equities · Fixed income
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What does LaborCurrent do?
LaborCurrent — Six unified labor-market datasets joined through one API: 93K+ WARN Act mass-layoff notices (all 50 states), 5.9M H-1B/LCA visa petitions with wage and worksite fields, 42 years of DOL weekly unemployment claims, SEC 8-K material-event filings, Chapter 11 bankruptcy cases cross-referenced to layoff notices, and BLS JOLTS turnover metrics. Small but deep specialist: single-founder/one-engineer shop running 51 state scrapers on a GitHub Actions pipeline, monetized via a paid API tier above a 25-call/day free tier; national coverage across six federal and state labor datasets. Use…
What data does LaborCurrent offer?
LaborCurrent offers (Alternative, Fundamental, Reference, Sentiment) — ~6M+ structured records: 93K+ WARN notices (site also cites 85K+), 5.9M H-1B/LCA petitions (schema expanded from 22 to 40 columns), 42 years of weekly DOL claims, plus 8-K and Chapter 11 case tables.
What is LaborCurrent's data used for?
Workforce-reduction alpha ahead of earnings/credit repricing, H-1B sponsorship and wage-benchmark analysis, state/county labor-distress nowcasting, talent-supply and hiring-market models, credit and distressed-debt screening via bankruptcy-plus-layoff cross-reference, macro labor indicators for rates desks
How is LaborCurrent's data delivered?
The data is with 42 years of history.
What does LaborCurrent cover?
Coverage spans US; Research & Consulting Services; alternative, fundamental, reference, sentiment; equities, fixed_income.
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