Title: Average Weekly Wages for Employees in Private Establishments in Dallas-Fort Worth-Arlington, TX (MSA) Series ID: ENUC191040510SA 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 2022-07-01 Last Updated: 2023-03-08 11:19 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/ENUC191040510) 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 1990-01-01 486.41788108885500 1990-04-01 488.35078364652196 1990-07-01 492.36895355208503 1990-10-01 487.58663207884400 1991-01-01 500.06059381619000 1991-04-01 510.03997289139100 1991-07-01 515.00186628749800 1991-10-01 514.50232884411800 1992-01-01 527.30978508216400 1992-04-01 530.84495467069200 1992-07-01 539.11367238230700 1992-10-01 570.17136040194200 1993-01-01 522.92061141802200 1993-04-01 556.18035990802200 1993-07-01 556.93917487586410 1993-10-01 579.84106870157200 1994-01-01 549.52536753207900 1994-04-01 563.21165440229900 1994-07-01 577.20822992225500 1994-10-01 568.83548530386700 1995-01-01 588.91292081371500 1995-04-01 587.82593751024810 1995-07-01 589.61565543365790 1995-10-01 602.30620517167900 1996-01-01 614.27272107872000 1996-04-01 616.28507918637000 1996-07-01 620.23803134919500 1996-10-01 628.11513400609600 1997-01-01 641.75785125073300 1997-04-01 645.39634219059400 1997-07-01 668.70328846126200 1997-10-01 676.67873650019300 1998-01-01 680.96585087500100 1998-04-01 697.18948452974000 1998-07-01 703.23962067855100 1998-10-01 723.45453336825890 1999-01-01 703.49157167879900 1999-04-01 732.71260551405500 1999-07-01 743.73248733182000 1999-10-01 768.14291488834310 2000-01-01 778.87102055399600 2000-04-01 782.48377857214600 2000-07-01 792.94472918964100 2000-10-01 795.67504038880410 2001-01-01 810.83309363303200 2001-04-01 799.31919540797300 2001-07-01 799.14361034863010 2001-10-01 798.80488132670510 2002-01-01 804.06371142167300 2002-04-01 813.03888340155000 2002-07-01 808.58475135434210 2002-10-01 808.92136437780700 2003-01-01 804.84010297135300 2003-04-01 822.02145046878400 2003-07-01 827.28450124100000 2003-10-01 841.96628122959700 2004-01-01 846.09092734116000 2004-04-01 848.02200389121900 2004-07-01 854.54957273136400 2004-10-01 884.65124584990010 2005-01-01 850.22300364798210 2005-04-01 881.53473735124100 2005-07-01 908.99895293720000 2005-10-01 906.23495184220000 2006-01-01 921.95040004477400 2006-04-01 924.64077939789500 2006-07-01 927.26335629278400 2006-10-01 939.28073674238410 2007-01-01 967.59917630588600 2007-04-01 973.21917077791590 2007-07-01 967.33360197970400 2007-10-01 965.07666006096690 2008-01-01 991.94601444460600 2008-04-01 970.52917773042200 2008-07-01 983.09695687176500 2008-10-01 976.03271693195800 2009-01-01 955.82830547277890 2009-04-01 965.10387230137210 2009-07-01 965.80571578089290 2009-10-01 989.01460303981990 2010-01-01 963.44986696441700 2010-04-01 994.95199653218310 2010-07-01 996.76634052991500 2010-10-01 1020.21120703874010 2011-01-01 1006.01282810478020 2011-04-01 1025.99039348349000 2011-07-01 1060.53023171415000 2011-10-01 1001.17873023895990 2012-01-01 1068.57833661679000 2012-04-01 1038.98867095035000 2012-07-01 1047.80065625245000 2012-10-01 1064.01521392941000 2013-01-01 1056.91479621113010 2013-04-01 1062.28471930171990 2013-07-01 1064.10135011331980 2013-10-01 1063.12311872553000 2014-01-01 1103.37141937321000 2014-04-01 1093.74929487291000 2014-07-01 1093.43690675418020 2014-10-01 1110.14971592721990 2015-01-01 1116.30308416202000 2015-04-01 1119.37998896434000 2015-07-01 1114.05720702627000 2015-10-01 1167.39001138598000 2016-01-01 1098.43700863425000 2016-04-01 1139.06236924551000 2016-07-01 1190.43230038193020 2016-10-01 1144.34341380215000 2017-01-01 1169.80692891496000 2017-04-01 1169.41736413899000 2017-07-01 1167.59110228860980 2017-10-01 1185.16814736426000 2018-01-01 1210.70804759828000 2018-04-01 1203.38425164254000 2018-07-01 1202.54671228360000 2018-10-01 1212.82334024205990 2019-01-01 1240.75518562864000 2019-04-01 1248.83896694062000 2019-07-01 1256.96996467635000 2019-10-01 1246.40361149737000 2020-01-01 1276.20431362324000 2020-04-01 1304.39829642441990 2020-07-01 1309.34581232814000 2020-10-01 1378.57510776173010 2021-01-01 1313.20005572043000 2021-04-01 1381.56090811417000 2021-07-01 1398.80383055213020 2021-10-01 1459.12854932000000 2022-01-01 1434.48424882686980 2022-04-01 1463.89112984464990 2022-07-01 1516.62261102763000