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BLS Employment Statistics Scraper

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BLS Employment Statistics Scraper

BLS Employment Statistics Scraper

Extracts employment and labor statistics from the Bureau of Labor Statistics API. Unemployment rates, CPI, employment data by series ID and date range.

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from $0.01 / 1,000 results

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CoDee

CoDee

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19 days ago

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:chart_with_upwards_trend: BLS Employment & Labor Statistics

Fetch US employment and labor market data from the Bureau of Labor Statistics (BLS) API. Access unemployment rates, nonfarm payrolls, CPI inflation, hourly earnings, and any custom BLS time series — with data going back decades.

What data does it extract?

For each data point in a BLS time series, the Actor extracts:

FieldDescription
Series IDBLS series identifier (e.g., LNS14000000)
Series TitleHuman-readable name (e.g., "Unemployment Rate")
YearData year
PeriodMonth code (e.g., M01 = January)
Period NameFull month name (e.g., "January")
ValueThe data value for that period
FootnotesAny BLS footnotes or annotations

Output example

{
"seriesId": "LNS14000000",
"seriesTitle": "Unemployment Rate",
"year": "2025",
"period": "M12",
"periodName": "December",
"value": "4.1",
"footnotes": "",
"scrapedAt": "2026-02-25T12:00:00.000Z",
"sourceUrl": "https://api.bls.gov/publicAPI/v2/timeseries/data/"
}

Input options

ParameterTypeDescription
seriesIdsstring[]BLS time series IDs to fetch. Default: Unemployment Rate, Nonfarm Employment, CPI. Max 3 without API key, 50 with key.
startYearintegerFirst year of data. Default: 2020. Max 10-year range without key, 20 with key.
endYearintegerLast year of data. Default: 2026.
apiKeystringOptional BLS registration key. Free at https://data.bls.gov/registrationEngine/ — increases limits 10x.

Common BLS series IDs

Series IDDescription
LNS14000000Unemployment Rate
CES0000000001Total Nonfarm Employment
CUUR0000SA0CPI - All Urban Consumers
LNS12000000Civilian Employment Level
LNS11000000Civilian Labor Force Level
CES0500000003Average Hourly Earnings (Private)

Use cases

  • Economists — Track unemployment, inflation, and labor market trends for macroeconomic analysis
  • Financial analysts — Monitor CPI and wage data for interest rate and market predictions
  • HR & compensation teams — Benchmark wages using average hourly earnings data
  • Policy researchers — Study employment trends across industries and time periods
  • Data journalists — Report on jobs numbers, inflation, and labor force participation
  • Investors — Use labor market data as leading indicators for portfolio decisions

Data freshness

BLS publishes monthly data on a set schedule (e.g., jobs report on first Friday of each month). Schedule this Actor to run monthly to build a historical dataset.

Cost

This Actor uses the BLS public API. Typical cost: less than $0.01 per run.