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 2025-10-01
Last Updated 2026-06-02 11:20 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 769686063.215990
1993-10-01 787473139.742446
1994-01-01 766380639.569362
1994-04-01 790179135.543021
1994-07-01 821379461.267924
1994-10-01 801758663.714397
1995-01-01 847015136.762821
1995-04-01 849261604.261798
1995-07-01 854738115.059646
1995-10-01 871956372.130336
1996-01-01 885557434.567324
1996-04-01 892732205.330999
1996-07-01 896248063.307370
1996-10-01 914097966.932549
1997-01-01 924204670.490203
1997-04-01 931148097.683494
1997-07-01 940567945.819268
1997-10-01 966999190.623743
1998-01-01 962369277.492834
1998-04-01 1010927500.509760
1998-07-01 1007568865.686580
1998-10-01 1031522976.572120
1999-01-01 1024716771.427860
1999-04-01 1044826175.029560
1999-07-01 1052413876.404920
1999-10-01 1072788058.788710
2000-01-01 1086576492.374910
2000-04-01 1088367957.888530
2000-07-01 1106656853.213760
2000-10-01 1111856567.789550
2001-01-01 1155818619.939110
2001-04-01 1129986294.379230
2001-07-01 1143741662.015900
2001-10-01 1129852222.456540
2002-01-01 1169302005.299860
2002-04-01 1186136795.825440
2002-07-01 1184425421.419220
2002-10-01 1159489172.960910
2003-01-01 1160101404.804790
2003-04-01 1137626596.388960
2003-07-01 1147725959.387490
2003-10-01 1157801304.556370
2004-01-01 1161749140.131870
2004-04-01 1187589335.072730
2004-07-01 1204658200.829400
2004-10-01 1276067929.540010
2005-01-01 1187590070.673390
2005-04-01 1231043657.235920
2005-07-01 1280106684.365340
2005-10-01 1269122616.245210
2006-01-01 1294567139.688750
2006-04-01 1310761061.683390
2006-07-01 1306836879.166010
2006-10-01 1338519145.698070
2007-01-01 1375175134.023990
2007-04-01 1384738071.044030
2007-07-01 1363694665.369810
2007-10-01 1384851272.279310
2008-01-01 1407198666.023340
2008-04-01 1409511234.893130
2008-07-01 1408059456.251150
2008-10-01 1404144716.692520
2009-01-01 1385614726.340480
2009-04-01 1373031125.831690
2009-07-01 1348422190.474640
2009-10-01 1366256937.870910
2010-01-01 1317558134.272300
2010-04-01 1369050193.469000
2010-07-01 1354789617.189790
2010-10-01 1384647833.136070
2011-01-01 1355633288.758070
2011-04-01 1410122072.610830
2011-07-01 1441077582.614470
2011-10-01 1355412614.781850
2012-01-01 1466328762.077240
2012-04-01 1416537712.681680
2012-07-01 1444587069.520230
2012-10-01 1444693789.348420
2013-01-01 1494047131.814130
2013-04-01 1467972622.775630
2013-07-01 1477252662.138680
2013-10-01 1467719116.113800
2014-01-01 1518297838.563880
2014-04-01 1505655392.236600
2014-07-01 1513687523.122530
2014-10-01 1507345734.158020
2015-01-01 1541737561.202870
2015-04-01 1543092672.791790
2015-07-01 1578959509.927590
2015-10-01 1618817603.081360
2016-01-01 1542030576.537020
2016-04-01 1584693430.158310
2016-07-01 1660176182.102400
2016-10-01 1646827282.055340
2017-01-01 1610731306.484720
2017-04-01 1654606857.534380
2017-07-01 1596205568.513300
2017-10-01 1630384218.077570
2018-01-01 1655647002.848010
2018-04-01 1686883796.341500
2018-07-01 1666601747.393530
2018-10-01 1684114902.520770
2019-01-01 1718893022.939730
2019-04-01 1739440993.443940
2019-07-01 1732699349.165850
2019-10-01 1695409734.394060
2020-01-01 1765332486.496120
2020-04-01 1669982250.988890
2020-07-01 1706392512.192680
2020-10-01 1834547601.729870
2021-01-01 1722060900.080450
2021-04-01 1875987705.952600
2021-07-01 1841908056.491570
2021-10-01 1982321029.916490
2022-01-01 1884971621.926870
2022-04-01 1983764545.285240
2022-07-01 2081887878.500910
2022-10-01 2004024017.464390
2023-01-01 2117192223.112020
2023-04-01 2065941060.868360
2023-07-01 2118043396.025050
2023-10-01 2127948960.286030
2024-01-01 2218057940.471200
2024-04-01 2213242276.568270
2024-07-01 2232627224.013980
2024-10-01 2272996698.266650
2025-01-01 2299382793.445720
2025-04-01 2323265799.868510
2025-07-01 2352517891.954020
2025-10-01 2333541641.545380

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