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Total Quarterly Wages in Texarkana, TX-AR (MSA) (ENUC455030010SA)


Q4 2018: 591,114,615.69324  
Updated: Jun 5, 2019


Seasonally Adjusted


1Y | 5Y | 10Y | Max


Source: Federal Reserve Bank of St. Louis  

Source: U.S. Bureau of Labor Statistics  

Release: Quarterly Census of Employment and Wages  

Units:  Dollars, Seasonally Adjusted

Frequency:  Quarterly


Total wages are the wages paid by Unemployment Insurance covered employers during the calendar quarter, regardless of when the services were performed.

The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found at More information on X-13ARIMA-SEATS can be found at

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:

Federal Reserve Bank of St. Louis and U.S. Bureau of Labor Statistics, Total Quarterly Wages in Texarkana, TX-AR (MSA) [ENUC455030010SA], retrieved from FRED, Federal Reserve Bank of St. Louis;, August 19, 2019.


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