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 2025-10-01
Last Updated 2026-06-02 11:28 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 12272057642.7879
1990-04-01 12391560553.5586
1990-07-01 12591667727.8031
1990-10-01 12521958874.9722
1991-01-01 12765684627.2094
1991-04-01 12972012880.2242
1991-07-01 13059053426.4496
1991-10-01 13029753262.7434
1992-01-01 13397566237.4247
1992-04-01 13534764794.9819
1992-07-01 13753784171.1884
1992-10-01 14603624835.9666
1993-01-01 13651222587.5595
1993-04-01 14532671214.3613
1993-07-01 14700289800.9519
1993-10-01 15337042328.2735
1994-01-01 14707687297.7152
1994-04-01 15255913448.8183
1994-07-01 15855621677.2910
1994-10-01 15774705409.6892
1995-01-01 16461937840.7243
1995-04-01 16538483188.0748
1995-07-01 16739795142.9916
1995-10-01 17230252619.8574
1996-01-01 17770246595.8187
1996-04-01 17962391379.4496
1996-07-01 18284859154.3626
1996-10-01 18765177381.3169
1997-01-01 19395969461.6468
1997-04-01 19786101322.1459
1997-07-01 20653238898.1294
1997-10-01 21237397441.3404
1998-01-01 21523977556.4999
1998-04-01 22332478250.4976
1998-07-01 22752449967.2562
1998-10-01 23680411930.9677
1999-01-01 23206539664.0871
1999-04-01 24238689506.3470
1999-07-01 24808918440.1324
1999-10-01 25899090669.6887
2000-01-01 26589893890.5207
2000-04-01 27016229639.3459
2000-07-01 27533146150.8819
2000-10-01 27819472893.3991
2001-01-01 28449376987.0589
2001-04-01 27984108561.4262
2001-07-01 27828858535.2565
2001-10-01 27438819786.3302
2002-01-01 27497957136.9519
2002-04-01 27672728388.9009
2002-07-01 27502747542.1587
2002-10-01 27381911475.7543
2003-01-01 27038593787.4332
2003-04-01 27458295949.2452
2003-07-01 27642634190.8523
2003-10-01 28108496990.5382
2004-01-01 28345817111.8767
2004-04-01 28567758719.1432
2004-07-01 29022812381.5369
2004-10-01 30111547626.8690
2005-01-01 29121945390.1161
2005-04-01 30361897086.3502
2005-07-01 31599959705.1483
2005-10-01 31772494081.9096
2006-01-01 32606994340.2909
2006-04-01 33018810982.3828
2006-07-01 33463707063.6432
2006-10-01 34190565462.0842
2007-01-01 35146334204.1349
2007-04-01 35754648490.0479
2007-07-01 35871593378.3545
2007-10-01 36211200829.6501
2008-01-01 37026112539.8625
2008-04-01 36590613459.9206
2008-07-01 37035366056.9757
2008-10-01 36656779274.8596
2009-01-01 34954917406.8345
2009-04-01 34883166815.2606
2009-07-01 34818811810.7584
2009-10-01 35525878055.7454
2010-01-01 34317335727.0422
2010-04-01 35832320123.2207
2010-07-01 36113775346.7005
2010-10-01 37191540611.8208
2011-01-01 36514616169.0797
2011-04-01 37792974720.1597
2011-07-01 39383641960.6383
2011-10-01 37407381928.4935
2012-01-01 39827327994.7574
2012-04-01 39264375831.9689
2012-07-01 39883608535.8264
2012-10-01 40853745775.5132
2013-01-01 40891911571.2189
2013-04-01 41537226959.1464
2013-07-01 42060049309.0957
2013-10-01 42225160796.5242
2014-01-01 43980662055.2494
2014-04-01 44117193868.7587
2014-07-01 44708195139.5511
2014-10-01 45661010952.5196
2015-01-01 46259153990.6193
2015-04-01 46885416825.4198
2015-07-01 47273945879.2638
2015-10-01 49581285489.3018
2016-01-01 47107822086.0224
2016-04-01 49061338904.1443
2016-07-01 51693551362.9386
2016-10-01 49936246486.3491
2017-01-01 51398104086.3390
2017-04-01 51787942677.7449
2017-07-01 52026582080.9294
2017-10-01 52952659094.3721
2018-01-01 54392393654.4956
2018-04-01 54622103697.6528
2018-07-01 54841893088.3596
2018-10-01 55420183312.0164
2019-01-01 56972652590.3640
2019-04-01 57980559705.9924
2019-07-01 58687987811.4860
2019-10-01 58845302978.6169
2020-01-01 60024244463.1723
2020-04-01 56204078903.9973
2020-07-01 58183964664.1282
2020-10-01 62822212442.8104
2021-01-01 60068370875.8389
2021-04-01 64538359652.8179
2021-07-01 66149164921.5522
2021-10-01 70988916229.4958
2022-01-01 69191712902.5486
2022-04-01 72291386817.8006
2022-07-01 75790022949.4268
2022-10-01 73535103849.0747
2023-01-01 76846146849.8740
2023-04-01 76753365824.3154
2023-07-01 77234300296.7346
2023-10-01 78461453250.5799
2024-01-01 79897345178.8982
2024-04-01 80636289904.7950
2024-07-01 80572190220.8425
2024-10-01 81893273111.8531
2025-01-01 83819650245.3995
2025-04-01 83692935078.0273
2025-07-01 84685157968.2162
2025-10-01 85881990860.7667

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