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All Employees: Trade, Transportation, and Utilities in Williamsport, PA (MSA) (WILL742TRAD)


Feb 2023: 9.69698 (+ more)   Updated: Mar 25, 2023
Feb 2023:  9.69698  
Jan 2023:  9.65232  
Dec 2022:  9.49244  
Nov 2022:  9.61557  
Oct 2022:  9.56524  
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Thousands of Persons,
Seasonally Adjusted




Source: U.S. Bureau of Labor Statistics  

Release: State Employment and Unemployment  

Units:  Thousands of Persons, Seasonally Adjusted

Frequency:  Monthly


The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.

Suggested Citation:

U.S. Bureau of Labor Statistics, All Employees: Trade, Transportation, and Utilities in Williamsport, PA (MSA) [WILL742TRAD], retrieved from FRED, Federal Reserve Bank of St. Louis;, March 30, 2023.


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