Table Data - Total Quarterly Wages in Dallas-Fort Worth-Arlington, TX (MSA)

Title Total Quarterly Wages in Dallas-Fort Worth-Arlington, TX (MSA)
Series ID ENUC191030010SA
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 2025-07-01
Last Updated 2026-03-10 11:31 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 12272057642.7859
1990-04-01 12391560553.5553
1990-07-01 12591667727.7994
1990-10-01 12521958874.9814
1991-01-01 12765684627.2060
1991-04-01 12972012880.2210
1991-07-01 13059053426.4454
1991-10-01 13029753262.7544
1992-01-01 13397566237.4198
1992-04-01 13534764794.9782
1992-07-01 13753784171.1843
1992-10-01 14603624835.9857
1993-01-01 13651222587.5443
1993-04-01 14532671214.3341
1993-07-01 14700289801.0013
1993-10-01 15337042328.3163
1994-01-01 14707687297.6130
1994-04-01 15255913448.7122
1994-07-01 15855621677.5932
1994-10-01 15774705409.8331
1995-01-01 16461937840.1423
1995-04-01 16538483187.4782
1995-07-01 16739795144.5843
1995-10-01 17230252621.2593
1996-01-01 17770246591.3495
1996-04-01 17962391378.5599
1996-07-01 18284859160.9399
1996-10-01 18765177383.9583
1997-01-01 19395969449.3523
1997-04-01 19786101318.9967
1997-07-01 20653238912.7741
1997-10-01 21237397462.7613
1998-01-01 21523977502.4779
1998-04-01 22332478263.4114
1998-07-01 22752449992.4354
1998-10-01 23680411973.6309
1999-01-01 23206539559.5762
1999-04-01 24238689520.1370
1999-07-01 24808918507.5038
1999-10-01 25899090805.7208
2000-01-01 26589893605.6549
2000-04-01 27016229509.1890
2000-07-01 27533146494.0613
2000-10-01 27819473366.8129
2001-01-01 28449376179.5928
2001-04-01 27984107910.2128
2001-07-01 27828859447.0068
2001-10-01 27438821356.0464
2002-01-01 27497955495.1582
2002-04-01 27672725379.2823
2002-07-01 27502750831.2004
2002-10-01 27381914995.6236
2003-01-01 27038589679.1827
2003-04-01 27458290357.1754
2003-07-01 27642640801.2561
2003-10-01 28108503324.8318
2004-01-01 28345809315.9700
2004-04-01 28567748959.9180
2004-07-01 29022824368.9821
2004-10-01 30111558040.7517
2005-01-01 29121932832.3033
2005-04-01 30361881729.8219
2005-07-01 31599974788.6700
2005-10-01 31772520509.4351
2006-01-01 32606964140.1133
2006-04-01 33018790676.0206
2006-07-01 33463726659.9380
2006-10-01 34190611262.5281
2007-01-01 35146282312.1201
2007-04-01 35754626097.7896
2007-07-01 35871615205.8515
2007-10-01 36211265560.8096
2008-01-01 37026040698.4385
2008-04-01 36590593958.8554
2008-07-01 37035386815.7778
2008-10-01 36656849538.2292
2009-01-01 34954847063.9859
2009-04-01 34883151675.4960
2009-07-01 34818824512.8351
2009-10-01 35525947044.4279
2010-01-01 34317269763.1615
2010-04-01 35832310232.2832
2010-07-01 36113782367.5166
2010-10-01 37191598484.4373
2011-01-01 36514565284.5893
2011-04-01 37792969862.2806
2011-07-01 39383639359.1992
2011-10-01 37407418406.9138
2012-01-01 39827303493.6392
2012-04-01 39264377583.5164
2012-07-01 39883595130.7101
2012-10-01 40853742685.8926
2013-01-01 40891943368.0551
2013-04-01 41537234252.3585
2013-07-01 42059998530.2614
2013-10-01 42225138793.4118
2014-01-01 43980743161.5782
2014-04-01 44117209057.0426
2014-07-01 44708109541.5752
2014-10-01 45660954857.5328
2015-01-01 46259270571.8435
2015-04-01 46885504743.9705
2015-07-01 47273812236.9818
2015-10-01 49581110828.8070
2016-01-01 47107936891.3298
2016-04-01 49061727019.6796
2016-07-01 51693324421.6045
2016-10-01 49935754136.5688
2017-01-01 51398104971.3147
2017-04-01 51789036634.8177
2017-07-01 52026989120.2741
2017-10-01 52949869943.0805
2018-01-01 54393741777.3040
2018-04-01 54623629902.0613
2018-07-01 54843576639.8714
2018-10-01 55413689589.3336
2019-01-01 56976231797.7295
2019-04-01 57982607332.4783
2019-07-01 58691065261.0386
2019-10-01 58834473006.8032
2020-01-01 60030156077.9497
2020-04-01 56207085845.8175
2020-07-01 58187554267.9629
2020-10-01 62807740238.5007
2021-01-01 60074053301.5405
2021-04-01 64545798961.2264
2021-07-01 66152897479.2551
2021-10-01 70969985448.0501
2022-01-01 69195303238.3300
2022-04-01 72302384985.2816
2022-07-01 75812054816.3410
2022-10-01 73486480534.0121
2023-01-01 76866364630.8331
2023-04-01 76756664450.9997
2023-07-01 77280498502.6397
2023-10-01 78379838071.3693
2024-01-01 79936015245.3049
2024-04-01 80622522490.5526
2024-07-01 80648964179.4535
2024-10-01 81780375061.9300
2025-01-01 83881535726.6621
2025-04-01 83673902502.3142
2025-07-01 84752317287.4726

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