Table Data - Total Quarterly Wages in Roanoke, VA (MSA)

Title Total Quarterly Wages in Roanoke, VA (MSA)
Series ID ENUC402230010SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release Quarterly Census of Employment and Wages
Seasonal Adjustment Seasonally Adjusted
Frequency Quarterly
Units Dollars
Date Range 1990-01-01 to 2026-01-01
Last Updated 2026-08-31 9:52 AM CDT
Notes Total wages are the wages paid by Unemployment Insurance covered employers during the calendar quarter, regardless of when the services were performed. Included in wages are pay for vacation and other paid leave, bonuses, stock options, tips, the cash value of meals and lodging, and in some States, contributions to deferred compensation plans (such as 401(k) plans). 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. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment. The NSA series can be located here The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated.

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.

The data were retrieved from the BLS API on the "Updated" date referenced above the graph. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov. "
DATE VALUE
1990-01-01 664212954.724411
1990-04-01 666505844.231609
1990-07-01 669190744.422049
1990-10-01 663116594.554441
1991-01-01 672598271.679440
1991-04-01 674043292.683864
1991-07-01 674973566.845812
1991-10-01 667410800.380271
1992-01-01 701436868.812641
1992-04-01 704462434.223629
1992-07-01 721120847.480181
1992-10-01 746835838.453108
1993-01-01 721414634.724222
1993-04-01 755438485.066148
1993-07-01 769686063.215989
1993-10-01 787473139.742446
1994-01-01 766380639.569363
1994-04-01 790179135.543021
1994-07-01 821379461.267923
1994-10-01 801758663.714397
1995-01-01 847015136.762824
1995-04-01 849261604.261797
1995-07-01 854738115.059645
1995-10-01 871956372.130333
1996-01-01 885557434.567333
1996-04-01 892732205.330998
1996-07-01 896248063.307364
1996-10-01 914097966.932542
1997-01-01 924204670.490219
1997-04-01 931148097.683503
1997-07-01 940567945.819255
1997-10-01 966999190.623710
1998-01-01 962369277.492882
1998-04-01 1010927500.509770
1998-07-01 1007568865.686590
1998-10-01 1031522976.571990
1999-01-01 1024716771.427950
1999-04-01 1044826175.029620
1999-07-01 1052413876.405020
1999-10-01 1072788058.788390
2000-01-01 1086576492.374930
2000-04-01 1088367957.888810
2000-07-01 1106656853.214110
2000-10-01 1111856567.788870
2001-01-01 1155818619.938770
2001-04-01 1129986294.379810
2001-07-01 1143741662.017500
2001-10-01 1129852222.454630
2002-01-01 1169302005.298810
2002-04-01 1186136795.827100
2002-07-01 1184425421.422060
2002-10-01 1159489172.954610
2003-01-01 1160101404.780710
2003-04-01 1137626596.468370
2003-07-01 1147725960.257640
2003-10-01 1157801305.097980
2004-01-01 1161749133.549400
2004-04-01 1187589332.384700
2004-07-01 1204658229.427630
2004-10-01 1276067927.354090
2005-01-01 1187590016.676050
2005-04-01 1231043649.466420
2005-07-01 1280106813.162000
2005-10-01 1269122583.356970
2006-01-01 1294567047.295900
2006-04-01 1310761081.166710
2006-07-01 1306836788.757620
2006-10-01 1338519365.454350
2007-01-01 1375174990.112970
2007-04-01 1384738662.127450
2007-07-01 1363693075.740160
2007-10-01 1384851843.298420
2008-01-01 1407199656.740040
2008-04-01 1409513087.745300
2008-07-01 1408055171.297770
2008-10-01 1404140802.344770
2009-01-01 1385627112.201330
2009-04-01 1373028288.592560
2009-07-01 1348415129.718850
2009-10-01 1366251069.897400
2010-01-01 1317581504.442970
2010-04-01 1369033667.588370
2010-07-01 1354788198.757710
2010-10-01 1384650165.108100
2011-01-01 1355658010.555480
2011-04-01 1410063082.000740
2011-07-01 1441107251.470600
2011-10-01 1355459193.096630
2012-01-01 1466328757.963290
2012-04-01 1416384266.228610
2012-07-01 1444566850.666550
2012-10-01 1445123883.624580
2013-01-01 1493670112.993310
2013-04-01 1467794413.098420
2013-07-01 1477170551.863570
2013-10-01 1468573081.106210
2014-01-01 1517781011.676280
2014-04-01 1504937450.703160
2014-07-01 1513767021.600960
2014-10-01 1508802021.134070
2015-01-01 1541083078.164920
2015-04-01 1541536972.282900
2015-07-01 1579159308.158830
2015-10-01 1621202685.298160
2016-01-01 1541673689.625230
2016-04-01 1581624659.540750
2016-07-01 1660098110.284610
2016-10-01 1650413113.790820
2017-01-01 1612721614.480130
2017-04-01 1646657810.763260
2017-07-01 1596729782.664700
2017-10-01 1635712696.982470
2018-01-01 1660481788.937440
2018-04-01 1673109683.917800
2018-07-01 1667978271.764030
2018-10-01 1691470500.229390
2019-01-01 1726495168.101560
2019-04-01 1720181894.139290
2019-07-01 1735054673.240540
2019-10-01 1704367774.709030
2020-01-01 1773252946.869260
2020-04-01 1650638981.453550
2020-07-01 1708569484.273670
2020-10-01 1844381538.654090
2021-01-01 1729382296.977390
2021-04-01 1855245709.752860
2021-07-01 1844672665.419130
2021-10-01 1991885103.413810
2022-01-01 1890009876.202220
2022-04-01 1967220340.561910
2022-07-01 2084566248.824860
2022-10-01 2012060002.513400
2023-01-01 2117660449.705320
2023-04-01 2056942586.625480
2023-07-01 2119543044.795910
2023-10-01 2134433504.176170
2024-01-01 2213670906.337070
2024-04-01 2212419214.808210
2024-07-01 2232069512.737850
2024-10-01 2278114641.616890
2025-01-01 2292913287.602870
2025-04-01 2326715333.922520
2025-07-01 2351876020.891360
2025-10-01 2337985889.963010
2026-01-01 2404181840.006920

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