FRED Labour Market — 20 BLS Series (Unemployment, Participation, Payrolls, Claims, JOLTS, Earnings, Hours), 1939–2026
19,067 observations across 20 US labour-market series from FRED: headline and U-6 unemployment, participation and employment-population ratios, total, private, manufacturing, construction and government payrolls, weekly initial and continued jobless claims, JOLTS openings, quits, hires and layoffs, average hourly earnings and weekly hours, the unemployment level and the 20-and-over unemployment rate. Long format with series name, frequency and unit on every row, full history from FRED as of 2026-09-06.
Use Cases
- Labour-cycle and recession indicators
- Fed reaction-function models
- Wage-inflation tracking
- Payroll-day event studies
Methodology
One fredgraph.csv fetch per series; missing observations dropped; long format; values rounded to six decimals.
Update Schedule
Static snapshot. Weekly claims on Thursdays, the jobs report on the first Friday, JOLTS about five weeks after the reference month; refresh weekly.
Attribution
Source: FRED, Federal Reserve Bank of St. Louis; government-sourced series only (Federal Reserve Board, U.S. Treasury, BLS, BEA, Census Bureau, HUD, FHFA).
Schema
| name | type |
|---|---|
| series_id | string |
| series_name | string |
| frequency | string |
| unit | string |
| date | date |
| value | number |
Sample Data
| date | unit | value | frequency | series_id | series_name |
|---|---|---|---|---|---|
| 1964-01-01 | usd_per_hour | 2.5 | monthly | AHETPI | Average Hourly Earnings of Production and Nonsupervisory Employees, Total Private |
| 1964-02-01 | usd_per_hour | 2.5 | monthly | AHETPI | Average Hourly Earnings of Production and Nonsupervisory Employees, Total Private |
| 1964-03-01 | usd_per_hour | 2.51 | monthly | AHETPI | Average Hourly Earnings of Production and Nonsupervisory Employees, Total Private |
| 1964-04-01 | usd_per_hour | 2.52 | monthly | AHETPI | Average Hourly Earnings of Production and Nonsupervisory Employees, Total Private |
| 1964-05-01 | usd_per_hour | 2.52 | monthly | AHETPI | Average Hourly Earnings of Production and Nonsupervisory Employees, Total Private |
Get this via API
# 1. Add dAgentBase once, in any MCP client. No install, no vendor keys.
# Claude.ai / Claude Desktop: Settings -> Connectors -> Add custom connector
# Cursor / Claude Code / others: mcp.json
{
"mcpServers": {
"dagentbase": {
"url": "https://dagentbase.com/api/mcp",
"headers": { "Authorization": "Bearer dm_live_YOUR_KEY" }
}
}
}
# 2. Then ask your agent, in plain language:
# "Preview 'FRED Labour Market — 20 BLS Series (Unemployment, Participation, Payrolls, Claims, JOLTS, Earnings, Hours), 1939–2026' and, if it fits, claim it and download the files."
# Tools it will use: search_listings -> preview_listing -> purchase_listing -> get_download_urls
# 1. Add dAgentBase once, in any MCP client. No install, no vendor keys.
# Claude.ai / Claude Desktop: Settings -> Connectors -> Add custom connector
# Cursor / Claude Code / others: mcp.json
{
"mcpServers": {
"dagentbase": {
"url": "https://dagentbase.com/api/mcp",
"headers": { "Authorization": "Bearer dm_live_YOUR_KEY" }
}
}
}
# 2. Then ask your agent, in plain language:
# "Preview 'FRED Labour Market — 20 BLS Series (Unemployment, Participation, Payrolls, Claims, JOLTS, Earnings, Hours), 1939–2026' and, if it fits, claim it and download the files."
# Tools it will use: search_listings -> preview_listing -> purchase_listing -> get_download_urlsone time · open license
Details
Available formats