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 2026-01-01
Last Updated 2026-08-31 9:53 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 12272057642.7915
1990-04-01 12391560553.5644
1990-07-01 12591667727.8095
1990-10-01 12521958874.9562
1991-01-01 12765684627.2154
1991-04-01 12972012880.2299
1991-07-01 13059053426.4570
1991-10-01 13029753262.7241
1992-01-01 13397566237.4333
1992-04-01 13534764794.9883
1992-07-01 13753784171.1957
1992-10-01 14603624835.9332
1993-01-01 13651222587.5861
1993-04-01 14532671214.4088
1993-07-01 14700289800.8652
1993-10-01 15337042328.1985
1994-01-01 14707687297.8944
1994-04-01 15255913449.0044
1994-07-01 15855621676.7613
1994-10-01 15774705409.4368
1995-01-01 16461937841.7446
1995-04-01 16538483189.1206
1995-07-01 16739795140.2000
1995-10-01 17230252617.4002
1996-01-01 17770246603.6524
1996-04-01 17962391381.0091
1996-07-01 18284859142.8338
1996-10-01 18765177376.6870
1997-01-01 19395969483.1968
1997-04-01 19786101327.6657
1997-07-01 20653238872.4600
1997-10-01 21237397403.7939
1998-01-01 21523977651.1898
1998-04-01 22332478227.8621
1998-07-01 22752449923.1218
1998-10-01 23680411856.1883
1999-01-01 23206539847.2738
1999-04-01 24238689482.1733
1999-07-01 24808918322.0526
1999-10-01 25899090431.2527
2000-01-01 26589894389.7887
2000-04-01 27016229867.5236
2000-07-01 27533145549.4346
2000-10-01 27819472063.5453
2001-01-01 28449378402.1675
2001-04-01 27984109703.1186
2001-07-01 27828856937.3373
2001-10-01 27438817034.7949
2002-01-01 27497960014.1545
2002-04-01 27672733664.2725
2002-07-01 27502741778.9558
2002-10-01 27381905304.2348
2003-01-01 27038600988.2623
2003-04-01 27458305751.1566
2003-07-01 27642622607.5818
2003-10-01 28108485884.1111
2004-01-01 28345830776.1620
2004-04-01 28567775824.3910
2004-07-01 29022791378.9054
2004-10-01 30111529367.9633
2005-01-01 29121967395.4037
2005-04-01 30361924000.4332
2005-07-01 31599933292.6067
2005-10-01 31772447751.5271
2006-01-01 32607047254.6103
2006-04-01 33018846563.0712
2006-07-01 33463672761.5465
2006-10-01 34190485231.0036
2007-01-01 35146425017.8554
2007-04-01 35754687784.8586
2007-07-01 35871555183.5394
2007-10-01 36211087466.8076
2008-01-01 37026238182.4195
2008-04-01 36590647789.5846
2008-07-01 37035329697.8406
2008-10-01 36656656274.3929
2009-01-01 34955040333.6012
2009-04-01 34883193609.8745
2009-07-01 34818789516.4483
2009-10-01 35525757105.1276
2010-01-01 34317451173.2236
2010-04-01 35832338614.7314
2010-07-01 36113761509.9128
2010-10-01 37191437781.2762
2011-01-01 36514708164.5490
2011-04-01 37792987577.6753
2011-07-01 39383637454.4667
2011-10-01 37407313100.7924
2012-01-01 39827383705.3649
2012-04-01 39264383631.7703
2012-07-01 39883616294.3314
2012-10-01 40853710428.9723
2013-01-01 40891918741.0995
2013-04-01 41537232302.7249
2013-07-01 42060082540.4577
2013-10-01 42225134432.7486
2014-01-01 43980644601.5837
2014-04-01 44117194888.1478
2014-07-01 44708252671.2710
2014-10-01 45660985411.1363
2015-01-01 46259109260.6034
2015-04-01 46885418921.9528
2015-07-01 47274055180.2112
2015-10-01 49581242269.4899
2016-01-01 47107714892.8648
2016-04-01 49061358433.8609
2016-07-01 51693800528.5823
2016-10-01 49936175478.4051
2017-01-01 51397814216.0778
2017-04-01 51787964887.8502
2017-07-01 52027137884.6673
2017-10-01 52952714473.2511
2018-01-01 54391358608.9854
2018-04-01 54622546119.8201
2018-07-01 54842709966.3984
2018-10-01 55420469386.7474
2019-01-01 56970696978.1965
2019-04-01 57981479817.3404
2019-07-01 58689143109.8860
2019-10-01 58845915211.4472
2020-01-01 60021111956.2807
2020-04-01 56205211193.3710
2020-07-01 58185983064.9931
2020-10-01 62823075195.1876
2021-01-01 60063933822.2627
2021-04-01 64538971017.1622
2021-07-01 66154510026.3807
2021-10-01 70989683024.1982
2022-01-01 69184666907.8279
2022-04-01 72288644765.0329
2022-07-01 75801524066.3208
2022-10-01 73546667235.4393
2023-01-01 76814427525.8108
2023-04-01 76763901118.5957
2023-07-01 77256356033.2380
2023-10-01 78470611953.0725
2024-01-01 79840765768.3299
2024-04-01 80668163727.3774
2024-07-01 80606414589.1262
2024-10-01 81899299385.2979
2025-01-01 83729880058.9403
2025-04-01 83755893556.0235
2025-07-01 84687029278.4874
2025-10-01 85928538872.5755
2026-01-01 87150000426.0653

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