Bureau of Labor Statistics Scraper
Pricing
from $2.00 / 1,000 results
Bureau of Labor Statistics Scraper
Extract employment and wage data from BLS. Get occupational statistics, salary ranges, job growth projections, and industry data. Essential for HR and workforce analysis.
Pricing
from $2.00 / 1,000 results
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Fortuitous Pirate
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8 days ago
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Scrape employment, wages, and labor market data from the BLS Public API. Extract time series data including Consumer Price Index, unemployment rates, employment statistics, and more.
Features
- Official API Access: Uses BLS Public Data API v2 for reliable data
- Multiple Series: Fetch up to 50 series IDs in a single request
- Date Range Support: Specify custom start and end years
- Calculations Included: Percent changes and net changes over 1, 3, 6, and 12 months
- Rate Limit Aware: Built-in delays to respect API limits
API Source
- Endpoint: https://api.bls.gov/publicAPI/v2/timeseries/data/
- API Key: Optional (25 requests/day without key, 500 with key)
- Rate Limits: Max 50 series per request, 20 years of data per request
Input Parameters
| Parameter | Type | Description |
|---|---|---|
seriesIds | array | BLS series IDs to fetch (default: ["CUUR0000SA0"]) |
startYear | integer | Start year for data range (default: 2020) |
endYear | integer | End year for data range (default: 2024) |
registrationKey | string | Optional BLS API key for higher rate limits |
Common Series IDs
| Series ID | Description |
|---|---|
CUUR0000SA0 | Consumer Price Index (CPI-U) - All Urban Consumers |
LNS14000000 | Unemployment Rate |
CES0000000001 | Total Nonfarm Employment |
LNS12000000 | Civilian Employment |
LNS11000000 | Civilian Labor Force |
CUSR0000SAF1 | Food CPI |
CUSR0000SETB01 | Gasoline CPI |
CEU0500000003 | Average Hourly Earnings |
Find more series IDs at: https://www.bls.gov/data/
Output Data
{"seriesId": "CUUR0000SA0","seriesName": "Consumer Price Index (CPI-U)","year": 2024,"period": "M06","periodName": "June","value": 314.175,"footnotes": "","calculations": {"pct1Month": 0.1,"pct3Month": 0.9,"pct6Month": 1.8,"pct12Month": 3.0,"netChange1Month": 0.314,"netChange12Month": 9.125},"scrapedAt": "2024-07-15T10:30:00.000Z"}
Output Fields
| Field | Description |
|---|---|
seriesId | BLS series identifier |
seriesName | Human-readable series name |
year | Data year |
period | Period code (M01-M12 for monthly, Q01-Q04 for quarterly) |
periodName | Human-readable period (e.g., "January", "Q1") |
value | The data value |
footnotes | Any footnotes for this data point |
calculations.pct1Month | 1-month percent change |
calculations.pct3Month | 3-month percent change |
calculations.pct6Month | 6-month percent change |
calculations.pct12Month | 12-month percent change |
calculations.netChange1Month | 1-month net change |
calculations.netChange12Month | 12-month net change |
scrapedAt | Timestamp when data was scraped |
Use Cases
- Economic Research: Track inflation, employment, and wage trends
- Financial Analysis: Monitor CPI for investment decisions
- Business Intelligence: Analyze labor market conditions
- Data Journalism: Create visualizations of economic indicators
- Academic Studies: Access historical labor statistics
Example Input
{"seriesIds": ["CUUR0000SA0", "LNS14000000", "CES0000000001"],"startYear": 2020,"endYear": 2024,"registrationKey": "your-bls-api-key"}
Getting a BLS API Key
- Visit https://data.bls.gov/registrationEngine/
- Register for a free account
- Receive your API key via email
- Add it to the
registrationKeyinput parameter
Benefits of having an API key:
- 500 daily queries (vs 25 without key)
- 50 series per query (vs 25 without key)
- 20 years of data per query (vs 10 without key)
Pricing
$0.01 per data point (e.g., $5 for 500 data points)
Legal Disclaimer
This scraper uses the official BLS Public Data API. The Bureau of Labor Statistics provides this data free of charge for public use. Always review the BLS Terms of Service at https://www.bls.gov/developers/termsOfService.htm