Title: Average Hourly Earnings of Production Employees: Manufacturing in Dallas-Fort Worth-Arlington, TX (MSA) (DISCONTINUED) Series ID: SMU48191003000000008SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Dollars per Hour Date Range: 2003-01-01 to 2022-03-01 Last Updated: 2022-04-16 4:17 AM CDT Notes: This series is discontinued and will no longer be updated. The Federal Reserve Bank of St. Louis previously calculated this seasonally adjusted (SA) series based on the not seasonally adjusted (NSA) version available here (https://fred.stlouisfed.org/series/SMU48191003000000008). However, most of the earnings-related series do not have a significant seasonal component, so the values for both the SA and the NSA series are very similar. See the NSA series (https://fred.stlouisfed.org/series/SMU48191003000000008) for updated values. The Federal Reserve Bank of St. Louis previously used to seasonally adjust 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. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here (https://fred.stlouisfed.org/series/SMU48191003000000008). 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 2003-01-01 15.511057702407200 2003-02-01 15.424906545162198 2003-03-01 15.319493569403301 2003-04-01 15.442182697119698 2003-05-01 15.435824504591400 2003-06-01 15.361939092822599 2003-07-01 15.361732857755301 2003-08-01 15.398466873009400 2003-09-01 15.465423389967599 2003-10-01 15.372576209493100 2003-11-01 15.412669858026000 2003-12-01 15.432254337584000 2004-01-01 15.391230480927800 2004-02-01 15.366050168458600 2004-03-01 15.430796715120401 2004-04-01 15.421884364407001 2004-05-01 15.376290139456401 2004-06-01 15.465228490777600 2004-07-01 15.066476140377100 2004-08-01 15.375940990618200 2004-09-01 15.321481410474900 2004-10-01 15.416499451494902 2004-11-01 15.503479650068900 2004-12-01 15.499078491811400 2005-01-01 15.537299968864800 2005-02-01 15.617018116989000 2005-03-01 15.634067292477100 2005-04-01 15.708190886196101 2005-05-01 15.725492416993802 2005-06-01 15.770591951232500 2005-07-01 15.838803052274699 2005-08-01 15.814279847327398 2005-09-01 15.867444989485200 2005-10-01 15.901703735223698 2005-11-01 15.879533382171800 2005-12-01 15.958859505175099 2006-01-01 15.907308337782900 2006-02-01 15.961362549281000 2006-03-01 16.009270386178300 2006-04-01 15.866179544904302 2006-05-01 15.881344574350100 2006-06-01 16.012023414964098 2006-07-01 15.949326353826699 2006-08-01 15.950096550366400 2006-09-01 15.892276139651400 2006-10-01 15.851789206087698 2006-11-01 15.831580924950400 2006-12-01 15.805817770518000 2007-01-01 15.915102542902698 2007-02-01 15.809323803360600 2007-03-01 15.883062524484900 2007-04-01 15.925672496159600 2007-05-01 16.063741706231000 2007-06-01 16.055453840215900 2007-07-01 16.041535968793800 2007-08-01 16.369122166626000 2007-09-01 15.990598855402400 2007-10-01 15.996871109411800 2007-11-01 16.052157759542700 2007-12-01 16.058002943258000 2008-01-01 16.180446487931000 2008-02-01 16.325317980981200 2008-03-01 16.319708205750800 2008-04-01 16.337923515140200 2008-05-01 16.498191431182100 2008-06-01 16.436420168498100 2008-07-01 16.717348287160497 2008-08-01 16.669361505719600 2008-09-01 16.789804161931300 2008-10-01 16.776289517766900 2008-11-01 16.458643673756000 2008-12-01 16.278230241000000 2009-01-01 16.357206297644800 2009-02-01 16.510448571125100 2009-03-01 16.448585664986600 2009-04-01 16.614037626633802 2009-05-01 16.410329116884803 2009-06-01 16.535939900115000 2009-07-01 16.470995796467400 2009-08-01 16.655706943311700 2009-09-01 16.893325831067700 2009-10-01 17.014813491482100 2009-11-01 17.028498079240300 2009-12-01 17.064134927517600 2010-01-01 17.220620623317803 2010-02-01 17.339604740690500 2010-03-01 17.346623555199500 2010-04-01 17.234664477592900 2010-05-01 17.350056383448802 2010-06-01 17.260491315513900 2010-07-01 17.296450180283500 2010-08-01 17.318462685092403 2010-09-01 17.229642050321100 2010-10-01 17.274646708620800 2010-11-01 17.677958941410600 2010-12-01 17.308642025128698 2011-01-01 17.278755034260097 2011-02-01 18.394670124934603 2011-03-01 18.562670870630400 2011-04-01 19.039634107063100 2011-05-01 19.599191109780500 2011-06-01 19.625182002077600 2011-07-01 19.649580688606502 2011-08-01 19.987001953884700 2011-09-01 20.367341460579500 2011-10-01 20.821996713743800 2011-11-01 21.294245300222500 2011-12-01 22.112976231183800 2012-01-01 21.889422606108700 2012-02-01 21.872074214611303 2012-03-01 21.999881285539800 2012-04-01 21.652929220121300 2012-05-01 22.061449957226000 2012-06-01 22.552046388322502 2012-07-01 22.540565608435504 2012-08-01 22.484448834013800 2012-09-01 22.463692898208100 2012-10-01 22.661373467294503 2012-11-01 22.943797053013500 2012-12-01 23.332411857928000 2013-01-01 23.259524170302000 2013-02-01 23.069001504143100 2013-03-01 23.654200634932200 2013-04-01 24.062124951791397 2013-05-01 23.778784976288600 2013-06-01 23.643743893495003 2013-07-01 23.863698108058700 2013-08-01 24.177312857574503 2013-09-01 24.252195341226898 2013-10-01 24.385223426696800 2013-11-01 24.572431527542000 2013-12-01 24.548984575380900 2014-01-01 24.600308885189700 2014-02-01 24.564351558883500 2014-03-01 24.729300299957103 2014-04-01 24.699656756120200 2014-05-01 24.763508437685200 2014-06-01 25.019357568983104 2014-07-01 25.114917162517400 2014-08-01 25.216606774318600 2014-09-01 25.270235742683102 2014-10-01 25.127822133312502 2014-11-01 24.966774593793100 2014-12-01 24.952529761409600 2015-01-01 24.882009515736605 2015-02-01 25.566416249748700 2015-03-01 25.795795731042197 2015-04-01 26.359676254071196 2015-05-01 26.477403998497895 2015-06-01 26.449269047339396 2015-07-01 26.854453543548000 2015-08-01 26.858372754811100 2015-09-01 27.137225771802600 2015-10-01 27.237792532769298 2015-11-01 27.425489945763400 2015-12-01 27.967638188395600 2016-01-01 28.107731928547400 2016-02-01 26.984184648478898 2016-03-01 27.105267529861898 2016-04-01 26.888454967502200 2016-05-01 27.485723012143303 2016-06-01 27.117413836558300 2016-07-01 26.808664415179500 2016-08-01 27.609637112607200 2016-09-01 27.419754371587896 2016-10-01 27.112741255883197 2016-11-01 27.313156419361000 2016-12-01 27.170014695149998 2017-01-01 27.179259709833500 2017-02-01 27.188744824650602 2017-03-01 27.059379278973196 2017-04-01 27.275988519077202 2017-05-01 27.457355952051703 2017-06-01 27.582208531444998 2017-07-01 27.705935580113103 2017-08-01 27.798833197490396 2017-09-01 27.685009376468300 2017-10-01 28.191784593284000 2017-11-01 28.117756302843100 2017-12-01 27.969635319325400 2018-01-01 27.645595945161400 2018-02-01 27.600632772281800 2018-03-01 27.347189024933400 2018-04-01 27.339190628469700 2018-05-01 27.435338939463100 2018-06-01 27.486638874570602 2018-07-01 27.439630990910896 2018-08-01 27.433299277298000 2018-09-01 27.384378310813798 2018-10-01 27.497100302696800 2018-11-01 27.471754872753600 2018-12-01 27.590630152566000 2019-01-01 28.138247630630900 2019-02-01 28.336969814266800 2019-03-01 28.434408394304600 2019-04-01 28.243554921425600 2019-05-01 27.814769258650200 2019-06-01 28.016728903556398 2019-07-01 27.591823101154900 2019-08-01 28.147848358581700 2019-09-01 28.128023451558700 2019-10-01 28.292086061099000 2019-11-01 28.579194518087100 2019-12-01 28.976388428852896 2020-01-01 28.791510227153200 2020-02-01 28.819214452650300 2020-03-01 29.133305727644000 2020-04-01 29.380176972645300 2020-05-01 29.886133930741895 2020-06-01 29.677375014348000 2020-07-01 30.373269996561300 2020-08-01 30.529525539934202 2020-09-01 31.317158306708603 2020-10-01 31.039218013253100 2020-11-01 31.143163865868395 2020-12-01 30.836840973618102 2021-01-01 30.585369222852602 2021-02-01 31.037199250450897 2021-03-01 31.842736726644300 2021-04-01 32.309658511310700 2021-05-01 32.430531394345900 2021-06-01 32.547423789264400 2021-07-01 32.735644858710800 2021-08-01 32.510989878874100 2021-09-01 32.157141041465500 2021-10-01 32.779226115278696 2021-11-01 32.859338231323200 2021-12-01 33.530077275304500 2022-01-01 33.672355962977700 2022-02-01 33.919085638190000 2022-03-01 33.900635195439700