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 2025-04-01
Last Updated 2025-12-19 11:25 AM CST
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 12272057642.7742
1990-04-01 12391560553.5363
1990-07-01 12591667727.7784
1990-10-01 12521958875.0341
1991-01-01 12765684627.1862
1991-04-01 12972012880.2024
1991-07-01 13059053426.4209
1991-10-01 13029753262.8176
1992-01-01 13397566237.3914
1992-04-01 13534764794.9571
1992-07-01 13753784171.1606
1992-10-01 14603624836.0954
1993-01-01 13651222587.4569
1993-04-01 14532671214.1779
1993-07-01 14700289801.2863
1993-10-01 15337042328.5630
1994-01-01 14707687297.0239
1994-04-01 15255913448.1006
1994-07-01 15855621679.3344
1994-10-01 15774705410.6628
1995-01-01 16461937836.7886
1995-04-01 16538483184.0402
1995-07-01 16739795153.7610
1995-10-01 17230252629.3369
1996-01-01 17770246565.5984
1996-04-01 17962391373.4331
1996-07-01 18284859198.8384
1996-10-01 18765177399.1780
1997-01-01 19395969378.5118
1997-04-01 19786101300.8500
1997-07-01 20653238997.1571
1997-10-01 21237397586.1898
1998-01-01 21523977191.2017
1998-04-01 22332478337.8202
1998-07-01 22752450137.5177
1998-10-01 23680412219.4615
1999-01-01 23206538957.3840
1999-04-01 24238689599.5847
1999-07-01 24808918895.7241
1999-10-01 25899091589.5219
2000-01-01 26589891964.0867
2000-04-01 27016228759.5080
2000-07-01 27533148471.6998
2000-10-01 27819476094.1496
2001-01-01 28449371526.1748
2001-04-01 27984104159.5978
2001-07-01 27828864700.9480
2001-10-01 27438830399.3864
2002-01-01 27497946033.0943
2002-04-01 27672708040.0331
2002-07-01 27502769790.6241
2002-10-01 27381935265.2045
2003-01-01 27038566009.1195
2003-04-01 27458258139.2487
2003-07-01 27642678904.5206
2003-10-01 28108539798.0089
2004-01-01 28345764405.6565
2004-04-01 28567692737.7846
2004-07-01 29022893446.4065
2004-10-01 30111618001.3155
2005-01-01 29121860515.0362
2005-04-01 30361793275.4978
2005-07-01 31600061645.9589
2005-10-01 31772672720.3132
2006-01-01 32606790252.2110
2006-04-01 33018673741.4455
2006-07-01 33463839439.2270
2006-10-01 34190874869.2336
2007-01-01 35145983910.1716
2007-04-01 35754496954.5096
2007-07-01 35871740745.0314
2007-10-01 36211638052.2003
2008-01-01 37025627874.9699
2008-04-01 36590481154.6211
2008-07-01 37035506243.6419
2008-10-01 36657253720.9782
2009-01-01 34954443196.3983
2009-04-01 34883063650.1839
2009-07-01 34818897663.9566
2009-10-01 35526344562.8052
2010-01-01 34316890323.8804
2010-04-01 35832249279.9926
2010-07-01 36113828620.1909
2010-10-01 37191936861.8787
2011-01-01 36514260553.8810
2011-04-01 37792927030.3377
2011-07-01 39383660009.2710
2011-10-01 37407645666.8274
2012-01-01 39827109736.5487
2012-04-01 39264350954.6611
2012-07-01 39883584854.5922
2012-10-01 40853871425.7085
2013-01-01 40891881313.0684
2013-04-01 41537209178.5364
2013-07-01 42059950844.0664
2013-10-01 42225225144.9108
2014-01-01 43980732852.5996
2014-04-01 44117194007.8441
2014-07-01 44708038298.5905
2014-10-01 45661025341.3113
2015-01-01 46259299284.0409
2015-04-01 46885469125.1907
2015-07-01 47273715524.9549
2015-10-01 49581208559.0492
2016-01-01 47108018350.7018
2016-04-01 49061612641.5463
2016-07-01 51693158245.9796
2016-10-01 49935914377.4065
2017-01-01 51398349637.9637
2017-04-01 51788799010.9120
2017-07-01 52026405443.5673
2017-10-01 52950594852.3646
2018-01-01 54393922994.8001
2018-04-01 54623173280.3890
2018-07-01 54842950354.5522
2018-10-01 55414367704.0044
2019-01-01 56976801482.8683
2019-04-01 57982113979.8053
2019-07-01 58689858182.2747
2019-10-01 58834637502.1796
2020-01-01 60032174640.0866
2020-04-01 56207030883.5481
2020-07-01 58184877836.3738
2020-10-01 62805703975.8042
2021-01-01 60079925209.9626
2021-04-01 64546901929.6358
2021-07-01 66147413097.5700
2021-10-01 70958022044.6820
2022-01-01 69213604270.2271
2022-04-01 72315161321.9334
2022-07-01 75778250757.4972
2022-10-01 73477290205.2400
2023-01-01 76910491301.3044
2023-04-01 76782300779.3636
2023-07-01 77180673020.5364
2023-10-01 78389554271.8084
2024-01-01 80017927050.5472
2024-04-01 80670119292.0256
2024-07-01 80442238991.8130
2024-10-01 81831172234.1714
2025-01-01 83647544770.9249
2025-04-01 83551484322.9712

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