Makrognosis

All Employees: Accommodation — OK (statewide) (NSA)

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

Latest (y/y)−1.5%September 2026
Previous (y/y)−2.2%August 2026
Level13.30 thousandsSeptember 2026

All Employees: Accommodation — OK (statewide) (NSA) was down 1.5% year on year in September 2026, compared with −2.2% in August 2026.

The level stood at 13.30 thousands.

Over the past ten years it has ranged from −36.2% (Apr 2020) to 22.2% (Apr 2021), averaging 0.03%.

All Employees: Accommodation — OK (statewide) (NSA), annual % change, Jan 1991 – Sep 2026−40%−20%0%20%1995200020052010201520202025Robomacro
All Employees: Accommodation — OK (statewide) (NSA), annual % change, Jan 1991 – Sep 2026. Source: U.S. Bureau of Labor Statistics (flat files).
All Employees: Accommodation — OK (statewide) (NSA), level (thousands)81012141619901995200020052010201520202025Robomacro
All Employees: Accommodation — OK (statewide) (NSA), level (thousands).

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

Recent data

PeriodValueY/Y %
September 202613.30 thousands−1.5
August 202613.50 thousands−2.2
July 202613.50 thousands−5.6
June 202613.60 thousands−5.6
May 202613.50 thousands−3.6
April 202613.20 thousands−2.9
March 202613.10 thousands−3.0
February 202612.80 thousands−2.3
January 202612.70 thousands−0.8
December 202513.00 thousands−1.5
November 202513.30 thousands0.0
October 202513.40 thousands1.5
September 202513.50 thousands0.7
August 202513.80 thousands2.2
July 202514.30 thousands5.9
June 202514.40 thousands4.3
May 202514.00 thousands5.3
April 202513.60 thousands4.6
March 202513.50 thousands5.5
February 202513.10 thousands5.6
January 202512.80 thousands4.1
December 202413.20 thousands3.9
November 202413.30 thousands3.1
October 202413.20 thousands0.8

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

Get All Employees: Accommodation — OK (statewide) (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-OK.PAYEMS.M.NSA.IND-70721000"

# Python
import requests
r = requests.get("https://makrognosis.robomacro.com/v1/series/US-OK.PAYEMS.M.NSA.IND-70721000",
                 headers={"X-API-Key": KEY})
obs = r.json()["observations"]
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About this series

Latest observationSeptember 2026
First observationJanuary 1990
Observations441
FrequencyMonthly
Unitsthousands
AdjustmentNot seasonally adjusted
10-year high22.2% (Apr 2021)
10-year low−36.2% (Apr 2020)
10-year average0.03%
Source agencyU.S. Bureau of Labor Statistics (flat files)
Makrognosis codeUS-OK.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

All Employees: Accommodation and Food Services — OK (statewide) (NSA)All Employees: Accommodation and Food Services — OK (statewide) (SA)All Employees: Accounting, Tax Preparation, Bookkeeping, and Payroll Services — OK (statewide) (NSA)All Employees: Administrative and Support and Waste Management and Remediation Services — OK (statewide) (NSA)All Employees: Administrative and Support and Waste Management and Remediation Services — OK (statewide) (SA)All Employees: Aerospace Product and Parts Manufacturing — OK (statewide) (NSA)All Employees: Ambulatory Health Care Services — OK (statewide) (NSA)All Employees: Architectural, Engineering, and Related Services — OK (statewide) (NSA)All Employees: Arts, Entertainment, and Recreation — OK (statewide) (NSA)All Employees: Arts, Entertainment, and Recreation — OK (statewide) (SA)All Employees: Construction of Buildings — OK (statewide) (NSA)All Employees: Construction — OK (statewide) (NSA)All Employees: Construction — OK (statewide) (SA)All Employees: Credit Intermediation and Related Activities including Monetary Authorities - Central Bank — OK (statewide) (NSA)All Employees: Durable Goods — OK (statewide) (NSA)All Employees: Durable Goods — OK (statewide) (SA)All Employees: Employment Services — OK (statewide) (NSA)All Employees: Fabricated Metal Product Manufacturing — OK (statewide) (NSA)All Employees: Federal Government — OK (statewide) (NSA)All Employees: Federal Government — OK (statewide) (SA)

Other United States indicators

Real GDP — Oklahoma (chained 2017 USD mn (SAAR))Oklahoma Unemployment RateOklahoma Unemployment RateOklahoma Employment (household survey)Oklahoma Employment (household survey)All Employees: Total Nonfarm — OK (statewide) (NSA)All Employees: Total Nonfarm — OK (statewide) (SA)House Price Index — Oklahoma (all-transactions, NSA)Oklahoma Labor ForceOklahoma Labor ForceOklahoma Unemployment LevelOklahoma Unemployment LevelPer-Capita Personal Income — OklahomaPer-Capita Personal Income — Oklahoma (quarterly, SAAR)Personal Income — OklahomaPersonal Income — Oklahoma (quarterly, SAAR)

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-OK.PAYEMS.M.NSA.IND-70721000.

Last updated 2026-10-20. Source: U.S. Bureau of Labor Statistics (flat files). Original title: “All Employees: Accommodation — OK (statewide) (NSA)”.