Makrognosis

All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA)

MonthlyNot seasonally adjustedCode US-31080.PAYEMS.M.NSA.IND-70721000

Latest (y/y)2.0%September 2026
Previous (y/y)2.7%August 2026
Level76.60 thousandsSeptember 2026

All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA) was up 2.0% year on year in September 2026, compared with 2.7% in August 2026.

The level stood at 76.60 thousands.

Over the past ten years it has ranged from −61.0% (Jan 2021) to 88.1% (Jan 2022), averaging 3.7%.

All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA), annual % change, Jan 1991 – Sep 2026−100%−50%0%50%100%1995200020052010201520202025Robomacro
All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA), annual % change, Jan 1991 – Sep 2026. Source: U.S. Bureau of Labor Statistics (flat files).
All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA), level (thousands)2040608019901995200020052010201520202025Robomacro
All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA), level (thousands).

Showing the full history (downsampled for display). Open the interactive chart to zoom and switch transforms.

Recent data

PeriodValueY/Y %
September 202676.60 thousands2.0
August 202677.30 thousands2.7
July 202677.40 thousands2.5
June 202677.50 thousands2.1
May 202676.80 thousands1.9
April 202675.70 thousands1.1
March 202675.20 thousands1.8
February 202674.80 thousands2.3
January 202674.50 thousands2.8
December 202575.70 thousands1.7
November 202575.10 thousands0.5
October 202575.00 thousands0.1
September 202575.10 thousands−0.4
August 202575.30 thousands0.4
July 202575.50 thousands−0.8
June 202575.90 thousands−0.1
May 202575.40 thousands0.9
April 202574.90 thousands0.8
March 202573.90 thousands−0.3
February 202573.10 thousands−0.3
January 202572.50 thousands−1.0
December 202474.40 thousands−0.1
November 202474.70 thousands0.3
October 202474.90 thousands0.7

Last 24 observations. The full history (441 observations) is available through the API.

Get All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA) in your code or spreadsheet

One guessable code, agency-direct, updated on release. Free tier available.

curl -H "X-API-Key: $MAKROGNOSIS_KEY" \
  "https://makrognosis.robomacro.com/v1/series/US-31080.PAYEMS.M.NSA.IND-70721000"

# Python
import requests
r = requests.get("https://makrognosis.robomacro.com/v1/series/US-31080.PAYEMS.M.NSA.IND-70721000",
                 headers={"X-API-Key": KEY})
obs = r.json()["observations"]
Get a free API key → · API docs

About this series

Latest observationSeptember 2026
First observationJanuary 1990
Observations441
FrequencyMonthly
Unitsthousands
AdjustmentNot seasonally adjusted
10-year high88.1% (Jan 2022)
10-year low−61.0% (Jan 2021)
10-year average3.7%
Source agencyU.S. Bureau of Labor Statistics (flat files)
Makrognosis codeUS-31080.PAYEMS.M.NSA.IND-70721000

This series is a labelled reference series (an official figure republished by an aggregator) rather than a first print from the agency itself.

More United States PAYEMS series

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Other United States indicators

Unemployment Rate: Los Angeles-Long Beach-Anaheim, CA Metropolitan Statistical Area (U)Employment: Los Angeles-Long Beach-Anaheim, CA Metropolitan Statistical Area (U)All Employees: Total Nonfarm — Los Angeles-Long Beach-Anaheim, CA (NSA)All Employees: Total Nonfarm — Los Angeles-Long Beach-Anaheim, CA (SA)Labor Force: Los Angeles-Long Beach-Anaheim, CA Metropolitan Statistical Area (U)Unemployment: Los Angeles-Long Beach-Anaheim, CA Metropolitan Statistical Area (U)

FAQ

Where does this data come from?
It is collected directly from U.S. Bureau of Labor Statistics (flat files) and is available through the Makrognosis API under the code US-31080.PAYEMS.M.NSA.IND-70721000.

Last updated 2026-10-24. Source: U.S. Bureau of Labor Statistics (flat files). Original title: “All Employees: Accommodation — Los Angeles-Long Beach-Anaheim, CA (NSA)”.