Dataset

All Employees, Total Nonfarm

fred.PAYEMS
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About

All Employees: Total Nonfarm, commonly known as Total Nonfarm Payroll, is a measure of the number of U.S. workers in the economy that excludes proprietors, private household employees, unpaid volunteers, farm employees, and the unincorporated self-employed. This measure accounts for approximately 80 percent of the workers who contribute to Gross Domestic Product (GDP). This measure provides useful insights into the current economic situation because it can represent the number of jobs added or lost in an economy. Increases in employment might indicate that businesses are hiring which might also suggest that businesses are growing. Additionally, those who are newly employed have increased their personal incomes, which means (all else constant) their disposable incomes have also increased, thus fostering further economic expansion. Generally, the U.S. labor force and levels of employment and unemployment are subject to fluctuations due to seasonal changes in weather, major holidays, and the opening and closing of schools. The Bureau of Labor Statistics (BLS) adjusts the data to offset the seasonal effects to show non-seasonal changes: for example, women's participation in the labor force; or a general decline in the number of employees, a possible indication of a downturn in the economy. To closely examine seasonal and non-seasonal changes, the BLS releases two monthly statistical measures: the seasonally adjusted All Employees: Total Nonfarm (PAYEMS) and All Employees: Total Nonfarm (PAYNSA), which is not seasonally adjusted. The series comes from the 'Current Employment Statistics (Establishment Survey).' The source code is: CES0000000001

Cite as: Federal Reserve Bank of St. Louis, All Employees, Total Nonfarm [PAYEMS], retrieved from FRED, https://fred.stlouisfed.org/series/PAYEMS. This product uses the FRED® API but is not endorsed or certified by the Federal Reserve Bank of St. Louis.

Publisher
Federal Reserve Bank of St. Louis (FRED)
Tier
OfficialVerified
Covers
1939–2026
Places
not stated
Updated
monthly
Last modified
2026-11-06
Units
Thousands of Persons
License
Public domain, citation requested (FRED API terms of use)
Method
https://fred.stlouisfed.org/series/PAYEMS

Columns

NameTypeDescription
datedatethe first day of the period
valuenumberAll Employees, Total Nonfarm

Dimensions

NameValues
date

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