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BLS Labor Statistics Scraper - CPI, Jobs & Wages

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Export official U.S. labor time series from BLS, including CPI, unemployment, employment, earnings, and other series. Get normalized periods, values, footnotes, and source links. Built for research, diligence, and market intelligence.

Pricing

from $2.00 / 1,000 results

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0.0

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Developer

Thirdwatch

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Monthly active users

3 hours ago

Last modified

BLS Labor Statistics Scraper

Export official U.S. Bureau of Labor Statistics time-series observations without managing a BLS API client. Use series IDs to collect CPI, unemployment, employment, earnings, productivity, prices, and hundreds of other public indicators.

What you get

One clean dataset row per period and series
Numeric values, period labels, latest-record flags, and footnotes
Official BLS source links and predictable JSON, CSV, or Excel exports
Keyless access with conservative public-API limits

Output fields

series_id, series_title, year, period, period_name, value, footnotes, latest, source_url, and source.

Example output

{"series_id":"LNS14000000","series_title":"Civilian unemployment rate","year":2026,"period":"M06","period_name":"June","value":4.1,"footnotes":[],"latest":true,"source_url":"https://data.bls.gov/timeseries/LNS14000000"}

Input parameters

Parameter	Description
`seriesIds`	Up to 25 BLS series IDs.
`startYear`	First year to include.
`endYear`	Last year to include.
`includeAnnualAverages`	Include annual-average records where available.
`maxResultsPerSeries`	Maximum observations saved per series.

Use cases

Inflation dashboards, labor-market research, economic monitoring, wage analysis, forecasting inputs, newsroom data, and automated reports.

Limitations

The keyless BLS public tier allows 25 series per query and a 10-year window. Series IDs come from BLS; unknown IDs may return no rows. This Actor does not revise or interpret official values.

Compared to alternatives

This Actor uses the official BLS API and starts at $2 per 1,000 saved observations. It is designed as a lower-cost, normalized alternative to recent Store listings charging around $19 per 1,000 results. Try the BLS Labor Statistics Scraper, see all Thirdwatch Actors, or read the Thirdwatch BLS guide.

FAQ

Do I need a BLS key? No. The Actor uses the supported unregistered tier.

What does one result cost? One saved observation is one PPE event. Empty searches cost no result fee.

Open the input form or review recent runs.

Last verified: 2026-07

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