Data Store

One-time data purchases. Download clean, enriched labor market datasets in your preferred format. No subscription required.

Format:

Best Value

Complete Data Bundle

All 6 datasets with full history. 30 days of daily updates included.

84K+ WARN 5.1M LCA 809K H-1B 10K+ SEC 1.4K+ Bankruptcy JOLTS + DOL

$1,499

All 6 datasets included

WARN Notices

Daily

84,000+ mass layoff and plant closure records. All 50 states. Company, city, county, employees, dates, industry.

WARN — Single State

Daily

Full history for one state. All columns: company, city, county, employees, dates, industry.

H-1B & LCA Bundle

Monthly

809K H-1B petitions + 5.1M LCA records. Employer, job title, wage, location, SOC code, approval status.

SEC 8-K Filings

Daily

10,000+ restructuring and material event filings with parsed key facts, dollar amounts, and layoff signals.

Bankruptcy Filings

Daily

1,400+ Chapter 11 cases cross-referenced with WARN layoff data. Debtor, chapter, filing date, court.

JOLTS & DOL Claims

Monthly

JOLTS labor turnover (openings, hires, quits, layoffs) + 42 years of weekly unemployment claims by state.

Coming Soon: Data Marketplaces

Access WARN Firehose data through your preferred cloud platform.

AWS Data Exchange Snowflake Databricks

Frequently Asked Questions

What formats are available?

CSV — universal spreadsheet format. JSON — structured data for applications. Parquet — columnar format optimized for analytics (works with Pandas, Spark, BigQuery). JSON-LD — linked data format with schema.org markup for AI/LLM pipelines.

How is the data delivered?

After payment, you receive a one-time download link (valid 72 hours). Single-dataset purchases download as a single file. Multi-dataset purchases (Complete Bundle, H-1B/LCA, JOLTS/DOL) download as a ZIP archive with one file per dataset. A copy of the download link is also emailed to you.

What columns are included?

All public columns for each dataset. WARN: company, state, city, county, employees affected, notice/effective dates, industry, layoff type, and more. LCA: employer, job title, wage, worksite, SOC code, visa class, dates. H-1B: employer, job, wage, state, fiscal year, status. SEC: ticker, CIK, form type, items, key facts. Bankruptcy: debtor, chapter, court, WARN cross-reference. Internal columns (hashes, normalization fields) are excluded.

Do you offer refunds?

Since data purchases are digital downloads, we don't offer refunds after download. If you experience a technical issue (corrupt file, wrong data), contact us and we'll make it right. Unused download links can be refunded within 24 hours.

Need ongoing API access instead?

Check out our API plans starting at $0/month (free tier with 25 calls/day). Pro plans include webhooks, bulk exports, and cross-dataset signals like Risk Signal and Talent Pipeline.