You can access the BLS Scraper: US Inflation & Labor Time Series programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "seriesIds": [
9        "CUUR0000SA0",
10        "LNS14000000",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("naimurhasanrwd/bls-series-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

BLS Scraper: US Inflation & Labor Time Series API in Python

The Apify API client for Python is the official library that allows you to use BLS Scraper: US Inflation & Labor Time Series API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

BLS Scraper: US Inflation & Labor Time Series API in JavaScript

BLS Scraper: US Inflation & Labor Time Series API through CLI

BLS Scraper: US Inflation & Labor Time Series OpenAPI definition

BLS Scraper: US Inflation & Labor Time Series API

BLS Labor Stats Scraper — CPI, Jobs & Wages

fervent_bus/bls-labor-statistics-scraper

Scrape US economic data from BLS.gov: CPI, unemployment rate, payrolls, wages, and PPI. For economists, analysts, and AI agents. Works with Claude, ChatGPT, and AI agents via Apify MCP for real-time US economic insights.

Archit Khurana

US BLS Labor Statistics Scraper (Unemployment, CPI, Wages)

scrapers_lat/bls-labor-statistics-scraper

Scrape U.S. Bureau of Labor Statistics time series: unemployment, inflation (CPI), producer prices (PPI), payroll employment, wages, hours and job openings. Pick a friendly indicator name or paste raw series IDs. Clean flat rows with value, period and dates. Export to JSON, CSV or Excel.

Scrapers Lat

Labor Statistics Scraper (BLS): Inflation, Jobs & Wages

scrapemint/bls-labor-statistics-scraper

Get official US economic data from the Bureau of Labor Statistics: inflation (CPI), unemployment, wages, job openings and more. Pick a metric or paste BLS series IDs and get a clean time series. No API key needed.

Ken M

BLS Wage Data Scraper

parseforge/bls-wage-data-scraper

Scrapes official U.S. Bureau of Labor Statistics data by series ID and year range. Returns each observation as a flat row with date, value, and series metadata.

ParseForge

BLS Labor Statistics Scraper

crawlerbros/bls-labor-statistics-scraper

Fetch U.S. Bureau of Labor Statistics (BLS) time-series data - employment, unemployment, inflation (CPI), wages, and more - via the free BLS public API v1. No API key required.

Crawler Bros

BLS Data Scraper

parseforge/bls-scraper

Scrapes US Bureau of Labor Statistics time series data via the official BLS API v2. Returns each observation as a flat row with period, value, and series metadata.

ParseForge

BLS Labor Statistics Scraper — Jobs, Wages, CPI & Unemployment

copious_atoll/bls-labor-statistics

Extract Bureau of Labor Statistics data. Get unemployment rates, employment numbers, CPI inflation, average wages, and labor force stats by time series. Free BLS API, no proxy needed.

Grim R

BLS Employment Statistics Scraper

martc03/bls-employment

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

CoDee

BLS Employment & Wage Data Scraper

wakey7dev/bls-data-scraper

Scrape US Bureau of Labor Statistics data — unemployment, wages, CPI inflation, productivity. Free API, no key required. Perfect for HR platforms, recruiters, economic research.

Chris Wakefield

FRED Economic Data Scraper (US Macro Time Series)

scrapers_lat/fred-economic-data-scraper

Pull US macro and finance time series from FRED (Federal Reserve Economic Data): unemployment, CPI, GDP, Fed Funds, Treasury yields, M2 and more. Get latest value, YoY change and recent points. Export to JSON, CSV or Excel.

Scrapers Lat