Title: Average Weekly Wages for Employees in Total Covered Establishments in Dallas-Fort Worth-Arlington, TX (MSA) Series ID: ENUC191040010SA 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 per Week Date Range: 1990-01-01 to 2022-04-01 Last Updated: 2022-12-06 11:18 AM CST Notes: Average weekly 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/ENUC191040010) 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 1990-01-01 483.81978633521600 1990-04-01 486.84047153871694 1990-07-01 490.59204724683406 1990-10-01 486.43645321452700 1991-01-01 498.42379529828000 1991-04-01 507.49122054561100 1991-07-01 512.03526707067900 1991-10-01 511.65720215831396 1992-01-01 523.64882865141000 1992-04-01 527.33459403883800 1992-07-01 534.86552234598400 1992-10-01 562.98929622985200 1993-01-01 520.32618003724100 1993-04-01 551.65127189576600 1993-07-01 552.49840392983900 1993-10-01 572.58638390139300 1994-01-01 546.13408244490400 1994-04-01 558.70578756720700 1994-07-01 572.57183907899500 1994-10-01 564.09384152597900 1995-01-01 582.94326899698800 1995-04-01 581.07677313261200 1995-07-01 583.92349701770600 1995-10-01 595.52373467623100 1996-01-01 606.85166337283600 1996-04-01 609.30065757583290 1996-07-01 612.35029524524500 1996-10-01 621.11260015215000 1997-01-01 634.94773945005310 1997-04-01 638.07927356622000 1997-07-01 659.58280248919300 1997-10-01 666.78103961867600 1998-01-01 668.76228958154900 1998-04-01 686.45828360852200 1998-07-01 691.79413181520700 1998-10-01 710.80271026854400 1999-01-01 691.62293883187700 1999-04-01 719.81443457935510 1999-07-01 729.77269199855300 1999-10-01 753.79752219788410 2000-01-01 764.42174667520910 2000-04-01 767.64534803827190 2000-07-01 776.10467836105400 2000-10-01 780.69788960415900 2001-01-01 796.50958124067900 2001-04-01 785.75389314994000 2001-07-01 786.95206702140200 2001-10-01 786.89402971745300 2002-01-01 792.68793154966910 2002-04-01 800.62800305422700 2002-07-01 798.08107106189200 2002-10-01 798.06366414241300 2003-01-01 794.64670841873090 2003-04-01 809.52253213218400 2003-07-01 816.53158702812800 2003-10-01 827.34729522883800 2004-01-01 832.53770970263400 2004-04-01 835.16935651702190 2004-07-01 841.62467695557400 2004-10-01 868.97529730253290 2005-01-01 837.30588318083700 2005-04-01 868.00347456135300 2005-07-01 891.81650554532200 2005-10-01 890.31530996125900 2006-01-01 907.13146584712490 2006-04-01 909.30829881932490 2006-07-01 913.30762146457200 2006-10-01 924.30205033582590 2007-01-01 951.51924674369000 2007-04-01 958.33271155063710 2007-07-01 953.04066369274700 2007-10-01 953.29657997842700 2008-01-01 975.09934354681400 2008-04-01 959.58967271495300 2008-07-01 969.61104781816610 2008-10-01 964.70180462219200 2009-01-01 947.29421094395300 2009-04-01 956.22616154608510 2009-07-01 959.61829630693500 2009-10-01 979.07521999586200 2010-01-01 952.68477876441100 2010-04-01 983.93603914856700 2010-07-01 987.25532524885500 2010-10-01 1007.57551464195010 2011-01-01 992.43538804317900 2011-04-01 1014.16325446460010 2011-07-01 1046.21109522996000 2011-10-01 990.95502637355200 2012-01-01 1050.83126409419010 2012-04-01 1025.33616429983000 2012-07-01 1034.51036127970000 2012-10-01 1050.43403626333000 2013-01-01 1043.67958873600010 2013-04-01 1049.85613786235000 2013-07-01 1050.60556186051990 2013-10-01 1049.41736542200990 2014-01-01 1086.69348348099000 2014-04-01 1078.22833774422000 2014-07-01 1081.73191810988000 2014-10-01 1094.44032966255000 2015-01-01 1101.78329938726980 2015-04-01 1104.92944484012000 2015-07-01 1102.13091191770010 2015-10-01 1150.64982831840000 2016-01-01 1088.62912595928010 2016-04-01 1124.40007886956000 2016-07-01 1174.98284706603020 2016-10-01 1131.42827011699000 2017-01-01 1154.96947134425000 2017-04-01 1155.38137908388000 2017-07-01 1154.81850634506990 2017-10-01 1170.47415260381000 2018-01-01 1195.93780100334000 2018-04-01 1188.89004679964000 2018-07-01 1189.95322023690000 2018-10-01 1199.78229726577000 2019-01-01 1223.60001536825980 2019-04-01 1231.36126899751000 2019-07-01 1242.09784288115000 2019-10-01 1232.03638902781000 2020-01-01 1260.10761997418010 2020-04-01 1289.86139972771000 2020-07-01 1295.88230083943020 2020-10-01 1358.04586385713010 2021-01-01 1299.91364704196990 2021-04-01 1359.10903441000000 2021-07-01 1383.98962622670980 2021-10-01 1434.16901368730990 2022-01-01 1414.34001200558990 2022-04-01 1439.95463381215000