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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2023-10-01
Last Updated 2024-06-05 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 val

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.
DATE VALUE
1990-01-01 12272057687.5419
1990-04-01 12391560654.8409
1990-07-01 12591667842.0038
1990-10-01 12521958610.7000
1991-01-01 12765684710.8887
1991-04-01 12972012980.5556
1991-07-01 13059053558.3667
1991-10-01 13029752944.5724
1992-01-01 13397566362.8941
1992-04-01 13534764906.8859
1992-07-01 13753784307.1204
1992-10-01 14603624327.1621
1993-01-01 13651222932.2585
1993-04-01 14532671803.0186
1993-07-01 14700288857.1082
1993-10-01 15337041338.2729
1994-01-01 14707689384.3394
1994-04-01 15255915618.4926
1994-07-01 15855615922.8017
1994-10-01 15774702979.0017
1995-01-01 16461947248.5020
1995-04-01 16538492372.6277
1995-07-01 16739774281.9820
1995-10-01 17230226735.5398
1996-01-01 17770314777.2762
1996-04-01 17962397620.6595
1996-07-01 18284784300.7329
1996-10-01 18765127277.2847
1997-01-01 19396140812.8650
1997-04-01 19786123212.9291
1997-07-01 20653077642.1633
1997-10-01 21237140827.0504
1998-01-01 21524603135.8057
1998-04-01 22332322704.3103
1998-07-01 22752174578.2709
1998-10-01 23679958473.1728
1999-01-01 23207665540.2121
1999-04-01 24238335195.1600
1999-07-01 24808464723.0651
1999-10-01 25898386558.5066
2000-01-01 26591885705.4583
2000-04-01 27015580031.3139
2000-07-01 27532153901.2315
2000-10-01 27818676444.4225
2001-01-01 28452393498.3881
2001-04-01 27983453773.4634
2001-07-01 27826620024.0149
2001-10-01 27437854746.1915
2002-01-01 27502027020.4495
2002-04-01 27674488422.2414
2002-07-01 27494823526.8789
2002-10-01 27382841970.3059
2003-01-01 27044149503.8450
2003-04-01 27463458900.8738
2003-07-01 27626948738.5718
2003-10-01 28109599779.9372
2004-01-01 28355762588.9103
2004-04-01 28580371779.2764
2004-07-01 28994128107.2007
2004-10-01 30107723897.4240
2005-01-01 29142168736.6911
2005-04-01 30387051989.4488
2005-07-01 31563220691.7466
2005-10-01 31726363444.2165
2006-01-01 32676907144.5026
2006-04-01 33055508593.0794
2006-07-01 33412952190.1540
2006-10-01 34087829495.8777
2007-01-01 35285336520.9343
2007-04-01 35796520406.9034
2007-07-01 35809046908.4304
2007-10-01 36048761534.4521
2008-01-01 37236438653.8367
2008-04-01 36625069840.9988
2008-07-01 36971985108.2001
2008-10-01 36454538162.0481
2009-01-01 35198807711.7055
2009-04-01 34893412889.4864
2009-07-01 34773988340.6740
2009-10-01 35310880720.7273
2010-01-01 34578926655.5629
2010-04-01 35816371043.9649
2010-07-01 36078636331.4371
2010-10-01 36989847416.9540
2011-01-01 36771219747.2383
2011-04-01 37754135690.2263
2011-07-01 39352894204.1069
2011-10-01 37262578877.3005
2012-01-01 40038287866.6591
2012-04-01 39220409322.3687
2012-07-01 39865314813.7423
2012-10-01 40741270775.9153
2013-01-01 41054653177.7837
2013-04-01 41494999700.9199
2013-07-01 42034041419.2866
2013-10-01 42154508247.9539
2014-01-01 44107199787.9931
2014-04-01 44089104206.8879
2014-07-01 44666010110.3892
2014-10-01 45617071019.3969
2015-01-01 46357792485.8037
2015-04-01 46875920814.4324
2015-07-01 47211267894.8495
2015-10-01 49572521476.5950
2016-01-01 47154975018.0101
2016-04-01 49080160124.6569
2016-07-01 51655043095.5241
2016-10-01 49921249185.4963
2017-01-01 51365270852.5197
2017-04-01 51898460552.9082
2017-07-01 52014321491.9977
2017-10-01 52897854903.8779
2018-01-01 54287458109.5718
2018-04-01 54828596223.5073
2018-07-01 54872997940.7253
2018-10-01 55298312010.4400
2019-01-01 56808551096.0696
2019-04-01 58298880149.0930
2019-07-01 58742554050.1209
2019-10-01 58624144582.7564
2020-01-01 59899966868.8969
2020-04-01 56528959091.3053
2020-07-01 58236356826.2711
2020-10-01 62504636975.3418
2021-01-01 60032495961.8279
2021-04-01 64943603217.2930
2021-07-01 66106821243.4649
2021-10-01 70506706950.1766
2022-01-01 69460262195.1442
2022-04-01 72629512335.1365
2022-07-01 75580559302.8589
2022-10-01 72938181774.3557
2023-01-01 77532044532.1083
2023-04-01 76979108211.8033
2023-07-01 76819752762.2511
2023-10-01 77695886847.6354

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