NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: Production or Nonsupervisory Employees: Manufacturing in Tulsa, OK (MSA) Series ID: SMU40461403000000006SA 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: Thousands of Persons Date Range: 2003-01-01 to 2024-04-01 Last Updated: 2024-05-18 6:05 AM CDT Notes: 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. 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/SMU40461403000000006). 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 42.446238758699710 2003-02-01 42.561475173722100 2003-03-01 42.582464473708100 2003-04-01 42.007978207221896 2003-05-01 41.570944234173800 2003-06-01 41.016841046489000 2003-07-01 40.721771415356100 2003-08-01 40.400898022419604 2003-09-01 40.044603273078200 2003-10-01 39.904050597975704 2003-11-01 39.570249159776800 2003-12-01 39.444881423065205 2004-01-01 39.506715277583794 2004-02-01 39.400705292031000 2004-03-01 39.215118134992500 2004-04-01 39.611393383388794 2004-05-01 39.254824186096500 2004-06-01 39.200466050771400 2004-07-01 39.017117857213000 2004-08-01 38.101010176558400 2004-09-01 38.763833552628896 2004-10-01 38.948452417528400 2004-11-01 38.683622213843400 2004-12-01 38.594725383678000 2005-01-01 38.142680052603600 2005-02-01 37.930066818615400 2005-03-01 38.244228595224904 2005-04-01 38.016934694994100 2005-05-01 38.322379992004400 2005-06-01 38.281080843302300 2005-07-01 38.617083693691605 2005-08-01 38.896664300675795 2005-09-01 39.483312504836400 2005-10-01 39.630694422704700 2005-11-01 40.117260308658400 2005-12-01 40.322384781118200 2006-01-01 41.278464355909000 2006-02-01 41.371463890941100 2006-03-01 40.736648492353300 2006-04-01 39.731967110684096 2006-05-01 41.094887266333790 2006-06-01 41.742180543805496 2006-07-01 41.929339875629296 2006-08-01 42.188996115718396 2006-09-01 42.198190768181604 2006-10-01 42.347624185686705 2006-11-01 42.052767478590300 2006-12-01 42.293495436430995 2007-01-01 42.301956738958204 2007-02-01 42.491338626360500 2007-03-01 42.245791003445504 2007-04-01 42.234727261476200 2007-05-01 41.871274887291000 2007-06-01 40.280000821050700 2007-07-01 40.748242156887606 2007-08-01 40.693849833636500 2007-09-01 40.228757033243106 2007-10-01 39.145162490765100 2007-11-01 40.303496945352900 2007-12-01 39.906983597631200 2008-01-01 43.844573572790700 2008-02-01 44.023627860970200 2008-03-01 44.270740325540500 2008-04-01 44.211932405163495 2008-05-01 44.642384779753600 2008-06-01 44.283499790832000 2008-07-01 44.555763442983896 2008-08-01 44.682815872286100 2008-09-01 45.011247913053500 2008-10-01 44.760880222852705 2008-11-01 44.770614616361100 2008-12-01 44.890228736696700 2009-01-01 44.726774062760800 2009-02-01 43.670161684918206 2009-03-01 42.932698427878100 2009-04-01 41.776160083401900 2009-05-01 40.892570127416300 2009-06-01 40.621037724603205 2009-07-01 39.798896212466396 2009-08-01 39.310250292569200 2009-09-01 38.968869443323605 2009-10-01 38.787185683757800 2009-11-01 37.765676978832900 2009-12-01 36.995149961637600 2010-01-01 36.737850292038395 2010-02-01 37.146877351064000 2010-03-01 37.381678822813605 2010-04-01 37.663135897809400 2010-05-01 37.744487678419794 2010-06-01 38.078275392363100 2010-07-01 38.498391236897000 2010-08-01 38.422962139248300 2010-09-01 38.322886273658900 2010-10-01 38.740140605873500 2010-11-01 38.777394613065205 2010-12-01 39.850463545625000 2011-01-01 39.360623836705800 2011-02-01 38.330209377707100 2011-03-01 39.001212068900500 2011-04-01 39.624179002289200 2011-05-01 39.682478280905500 2011-06-01 39.843789988596000 2011-07-01 40.433109428796600 2011-08-01 39.937080346350500 2011-09-01 39.976609685230900 2011-10-01 40.280899210859000 2011-11-01 40.387234196254504 2011-12-01 40.594387894111210 2012-01-01 40.561961697793200 2012-02-01 41.202621786833504 2012-03-01 41.308527940007500 2012-04-01 41.572187877058300 2012-05-01 42.505124089267600 2012-06-01 42.178223451232796 2012-07-01 42.267187036029604 2012-08-01 41.870518184854500 2012-09-01 41.567409525196100 2012-10-01 41.688763562865700 2012-11-01 41.870123037938900 2012-12-01 41.809035466167200 2013-01-01 41.851442237698100 2013-02-01 41.571712687460300 2013-03-01 41.284364886276606 2013-04-01 40.668075032747105 2013-05-01 40.574980339128600 2013-06-01 40.412107531429800 2013-07-01 40.246103510107300 2013-08-01 40.533457902404900 2013-09-01 40.383499458575200 2013-10-01 40.133052651072894 2013-11-01 40.317139046066200 2013-12-01 40.289478101736606 2014-01-01 40.113274167499600 2014-02-01 40.141996728009400 2014-03-01 40.660104340735000 2014-04-01 41.092422547077400 2014-05-01 41.383739489248900 2014-06-01 41.449162610982000 2014-07-01 41.433799755180900 2014-08-01 41.698610823073700 2014-09-01 41.797848567127500 2014-10-01 41.685130939120604 2014-11-01 41.656890972733200 2014-12-01 41.339126918040800 2015-01-01 41.667033409438794 2015-02-01 41.219694303089796 2015-03-01 42.737290011976796 2015-04-01 42.246488988720710 2015-05-01 41.930120803836800 2015-06-01 41.261300985492300 2015-07-01 40.798933591627105 2015-08-01 40.525158265670500 2015-09-01 40.733461186543295 2015-10-01 40.534367971252400 2015-11-01 39.878606792293000 2015-12-01 39.880630933448900 2016-01-01 39.539769880751706 2016-02-01 39.216440042987100 2016-03-01 38.129693938494896 2016-04-01 37.433043540829700 2016-05-01 37.000545269059500 2016-06-01 36.897445305631300 2016-07-01 37.224037999925790 2016-08-01 37.242900186845900 2016-09-01 37.504844960825800 2016-10-01 37.510141338154700 2016-11-01 37.217281351982000 2016-12-01 37.007041092712605 2017-01-01 36.849295165097600 2017-02-01 37.090920112390800 2017-03-01 37.108535370874000 2017-04-01 37.625938948700200 2017-05-01 37.862562910111100 2017-06-01 38.090895406764204 2017-07-01 38.539893699895100 2017-08-01 38.459546181398800 2017-09-01 38.406035141947200 2017-10-01 38.921622885490706 2017-11-01 39.472348852001600 2017-12-01 39.736090371350706 2018-01-01 40.380759022755000 2018-02-01 40.423929050876204 2018-03-01 40.867785843320500 2018-04-01 41.014061262240894 2018-05-01 41.410849085466000 2018-06-01 42.153625512645796 2018-07-01 41.433308003859000 2018-08-01 42.191508225706000 2018-09-01 41.133176812190300 2018-10-01 41.835101929806600 2018-11-01 42.334392411346200 2018-12-01 42.669914144112700 2019-01-01 42.758178363668400 2019-02-01 42.673295329153106 2019-03-01 43.255276680108004 2019-04-01 43.062149854960204 2019-05-01 43.437778653225200 2019-06-01 43.903195420961104 2019-07-01 43.827904109862295 2019-08-01 43.612599819670294 2019-09-01 43.729150369052800 2019-10-01 43.408601142919800 2019-11-01 43.498113932787895 2019-12-01 43.359557218936610 2020-01-01 42.678995140720400 2020-02-01 42.487419612926600 2020-03-01 42.378117270823900 2020-04-01 40.440453885378900 2020-05-01 39.427712005633600 2020-06-01 37.951173411719296 2020-07-01 36.984249032437300 2020-08-01 37.012809005856300 2020-09-01 36.505239865281600 2020-10-01 35.916255532523710 2020-11-01 34.808386957919900 2020-12-01 34.614892053353400 2021-01-01 34.642554839682200 2021-02-01 34.669751759819796 2021-03-01 34.553002191440600 2021-04-01 34.390922377474300 2021-05-01 33.814032271549100 2021-06-01 34.434710007652896 2021-07-01 34.659091133860500 2021-08-01 34.612111365345605 2021-09-01 34.581684339331105 2021-10-01 34.838895688245600 2021-11-01 34.800836124410700 2021-12-01 34.928898315490900 2022-01-01 34.787802617597700 2022-02-01 35.027579625166204 2022-03-01 34.913636904607394 2022-04-01 35.662711004941800 2022-05-01 35.893550323861900 2022-06-01 36.212590566443000 2022-07-01 36.729621435285104 2022-08-01 36.819627604892300 2022-09-01 37.605109824629395 2022-10-01 37.881472762481900 2022-11-01 38.382303103934795 2022-12-01 38.408745862024300 2023-01-01 38.511254175782400 2023-02-01 38.982517090486205 2023-03-01 39.685293585228400 2023-04-01 40.341868665038795 2023-05-01 40.865908129988206 2023-06-01 41.590600260865200 2023-07-01 41.316567519322100 2023-08-01 41.825920036133000 2023-09-01 41.721585567805400 2023-10-01 41.655609867206200 2023-11-01 42.653338689846500 2023-12-01 43.482744562152500 2024-01-01 43.819524421299800 2024-02-01 43.853168291903800 2024-03-01 43.825308371375506 2024-04-01 43.736728866796895