Indexes of Aggregate Weekly Payrolls of Production and Nonsupervisory Employees, Wholesale Trade
Seasonally Adjusted
CES4142000035 • Economic Data from Federal Reserve Economic Data (FRED)
Latest Value
218.70
Year-over-Year Change
5.19%
Date Range
1/1/1972 - 7/1/2025
Summary
Seasonally adjusted data removes predictable annual variations to reveal underlying economic trends. This method provides a clearer picture of genuine economic changes.
Analysis & Context
This economic indicator provides valuable insights into current market conditions and economic trends. The data is updated regularly by the Federal Reserve and represents one of the most reliable sources for economic analysis.
Understanding this metric helps economists, policymakers, and investors make informed decisions about economic conditions and future trends. The interactive chart above allows you to explore historical patterns and identify key trends over time.
About This Dataset
Seasonal adjustment helps economists analyze data by eliminating recurring patterns like holiday hiring or weather-related fluctuations. It enables more accurate economic comparisons.
Methodology
Statistical techniques remove predictable seasonal patterns from raw economic data.
Historical Context
Critical for accurate economic analysis and policy decision-making across multiple sectors.
Key Facts
- Removes predictable annual variations
- Enables more accurate trend identification
- Used across multiple economic indicators
FAQs
Q: What is seasonal adjustment?
A: Seasonal adjustment removes predictable annual variations from economic data to reveal underlying trends.
Q: Why is seasonal adjustment important?
A: It helps economists and analysts understand true economic changes without seasonal noise.
Q: How is seasonal adjustment calculated?
A: Statistical models identify and remove recurring seasonal patterns from raw economic data.
Q: Where is seasonal adjustment used?
A: Applied in employment, retail sales, industrial production, and other economic indicators.
Q: How often are seasonal adjustments updated?
A: Typically reviewed and updated annually to maintain accuracy of economic models.
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Citation
U.S. Federal Reserve, Seasonally Adjusted (CES4142000035), retrieved from FRED.