Title: All Employees: Manufacturing in Tulsa, OK (MSA) Series ID: TULS140MFG Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-02-01 Last Updated: 2024-03-23 4:19 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/TULS140MFGN). 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 58.044141421259900 1990-02-01 58.091396354090300 1990-03-01 58.290649689003200 1990-04-01 59.288106798545705 1990-05-01 59.671636601199600 1990-06-01 60.002502536537705 1990-07-01 60.319239958361500 1990-08-01 60.419521424242795 1990-09-01 60.616452088730895 1990-10-01 61.134174719709605 1990-11-01 61.278590536551200 1990-12-01 61.409579345071500 1991-01-01 60.763243733254500 1991-02-01 60.578804760588795 1991-03-01 60.364110807717890 1991-04-01 59.910548590957404 1991-05-01 60.380712410650700 1991-06-01 60.320205532306005 1991-07-01 60.016512484199600 1991-08-01 59.803298886877500 1991-09-01 59.199209553981504 1991-10-01 59.171382979588900 1991-11-01 59.010094142185004 1991-12-01 58.842247304203795 1992-01-01 59.171466004805400 1992-02-01 58.921981260813300 1992-03-01 58.708408541540900 1992-04-01 58.941833120382100 1992-05-01 58.775427355918396 1992-06-01 58.638738986982400 1992-07-01 58.509816613638290 1992-08-01 58.484863924844106 1992-09-01 58.861158221362494 1992-10-01 58.627576744832794 1992-11-01 58.558048405586500 1992-12-01 58.578190765780896 1993-01-01 58.462760229916200 1993-02-01 58.764738730196800 1993-03-01 58.958771444704300 1993-04-01 58.771468306806200 1993-05-01 58.568525810324495 1993-06-01 58.552387237045710 1993-07-01 58.499666074377295 1993-08-01 58.568298860073100 1993-09-01 58.702284333987100 1993-10-01 58.794164852070395 1993-11-01 58.822319491730600 1993-12-01 58.607633143297400 1994-01-01 59.967353482751705 1994-02-01 59.808405360971000 1994-03-01 59.604432684961200 1994-04-01 59.212242288812895 1994-05-01 59.573883361880400 1994-06-01 59.058038265943200 1994-07-01 59.061166688442200 1994-08-01 59.655156672691100 1994-09-01 59.861392383112296 1994-10-01 58.952827262022000 1994-11-01 59.281823056101500 1994-12-01 59.218887136936800 1995-01-01 59.450652816766900 1995-02-01 59.473699070014300 1995-03-01 59.982956497548600 1995-04-01 59.654992078128700 1995-05-01 59.685866046745794 1995-06-01 59.573540925501400 1995-07-01 59.193389204316900 1995-08-01 58.943768756098200 1995-09-01 58.939227173646900 1995-10-01 58.682094051599705 1995-11-01 59.012229327453300 1995-12-01 59.289350779686600 1996-01-01 59.454032269099800 1996-02-01 59.680430826924900 1996-03-01 59.905351833077205 1996-04-01 60.306388406191395 1996-05-01 60.507577144832496 1996-06-01 60.766539397915494 1996-07-01 60.802350829949700 1996-08-01 61.132656901209600 1996-09-01 61.441810466172400 1996-10-01 61.482594895618800 1996-11-01 61.606115114640000 1996-12-01 61.707664067818000 1997-01-01 62.274975159873800 1997-02-01 62.640470388489290 1997-03-01 63.268166571090205 1997-04-01 62.665831900903600 1997-05-01 62.930200030789100 1997-06-01 63.250939551267700 1997-07-01 63.918218990105710 1997-08-01 64.098415328219300 1997-09-01 64.216792748960700 1997-10-01 64.591363714889200 1997-11-01 64.682186985528200 1997-12-01 64.995667322800800 1998-01-01 65.638650221883300 1998-02-01 66.035882272100400 1998-03-01 66.345550790127790 1998-04-01 66.623159657574390 1998-05-01 66.752306070936600 1998-06-01 66.902374059975900 1998-07-01 67.242090210288000 1998-08-01 67.238715140143800 1998-09-01 67.485566306925790 1998-10-01 67.830236299124600 1998-11-01 67.759692425375200 1998-12-01 67.508454704454690 1999-01-01 66.197746670995290 1999-02-01 66.336910479761000 1999-03-01 65.909856270022100 1999-04-01 64.901900559524600 1999-05-01 65.315924040157600 1999-06-01 65.359106957399500 1999-07-01 64.819720039773800 1999-08-01 63.879704065995290 1999-09-01 64.067637069867790 1999-10-01 64.224400904540700 1999-11-01 64.269785438455100 1999-12-01 64.516166209601700 2000-01-01 64.128185705736600 2000-02-01 63.991066414021400 2000-03-01 64.236396273706290 2000-04-01 63.936841444859500 2000-05-01 64.251791971344900 2000-06-01 64.311004879883400 2000-07-01 64.523399651814400 2000-08-01 64.834959292341900 2000-09-01 64.868533319870990 2000-10-01 64.532166931899700 2000-11-01 64.600055709671200 2000-12-01 64.736231841625900 2001-01-01 64.452189939597300 2001-02-01 64.516130525241210 2001-03-01 64.411244694718400 2001-04-01 64.653009228113900 2001-05-01 64.572626907521100 2001-06-01 64.774932910123400 2001-07-01 64.355549299419000 2001-08-01 64.328297135227900 2001-09-01 64.003872177610800 2001-10-01 62.932380031850300 2001-11-01 62.844208888791800 2001-12-01 62.195771221989496 2002-01-01 62.141440614468790 2002-02-01 61.055008158538705 2002-03-01 60.742167115195600 2002-04-01 60.947795920485000 2002-05-01 60.614523649948800 2002-06-01 59.797117132561205 2002-07-01 59.103680830598790 2002-08-01 58.573800667389605 2002-09-01 58.069458598217600 2002-10-01 57.680677040839400 2002-11-01 57.484069795756400 2002-12-01 57.160029766084800 2003-01-01 57.297034453581105 2003-02-01 56.974769126039000 2003-03-01 56.557155212929100 2003-04-01 55.968435752462995 2003-05-01 55.497134453297300 2003-06-01 54.946821075084706 2003-07-01 54.945283618312500 2003-08-01 54.819627378389995 2003-09-01 54.837914435202800 2003-10-01 54.793405847102000 2003-11-01 54.590194532590800 2003-12-01 54.495094530071400 2004-01-01 54.132266922198400 2004-02-01 54.201361004574790 2004-03-01 54.193301696200100 2004-04-01 54.047063278629500 2004-05-01 54.114629253017900 2004-06-01 54.107844855203105 2004-07-01 53.961201834345890 2004-08-01 53.546686758974800 2004-09-01 53.496152224718294 2004-10-01 53.572984070907100 2004-11-01 53.475594474826200 2004-12-01 53.400590146432000 2005-01-01 53.173845439222600 2005-02-01 53.252105887336400 2005-03-01 53.352332202618600 2005-04-01 53.687002559137500 2005-05-01 53.739135934488004 2005-06-01 53.868254077020104 2005-07-01 53.869940554481900 2005-08-01 54.047527686981300 2005-09-01 54.325161851120900 2005-10-01 54.559867173490200 2005-11-01 54.849149059170294 2005-12-01 55.381404563548500 2006-01-01 55.402924814207710 2006-02-01 55.721542384634894 2006-03-01 56.155438537047100 2006-04-01 54.851106071518900 2006-05-01 55.976695072470704 2006-06-01 56.310039579312296 2006-07-01 56.478382079620200 2006-08-01 56.934455379674610 2006-09-01 57.019255215191706 2006-10-01 57.043085338418210 2006-11-01 57.217266083447505 2006-12-01 57.170844257978004 2007-01-01 57.744221647307704 2007-02-01 57.711486558056790 2007-03-01 57.885533211596496 2007-04-01 58.007827596972800 2007-05-01 58.412714851474700 2007-06-01 58.522288840024900 2007-07-01 59.087708277234000 2007-08-01 59.122118138025600 2007-09-01 59.003569019845900 2007-10-01 59.324926771081900 2007-11-01 59.283348189313200 2007-12-01 59.079057357940210 2008-01-01 59.595855394563800 2008-02-01 59.811066456252900 2008-03-01 59.939913268185700 2008-04-01 59.930742826757200 2008-05-01 60.433871132250700 2008-06-01 60.218554635249600 2008-07-01 60.178918756074104 2008-08-01 60.133080910219200 2008-09-01 60.091055806461895 2008-10-01 59.480005661995500 2008-11-01 59.260283980953000 2008-12-01 59.407606607186004 2009-01-01 58.617353597615796 2009-02-01 57.215819315618496 2009-03-01 55.987749302269200 2009-04-01 54.588666849088200 2009-05-01 53.601399041388596 2009-06-01 53.187112299026100 2009-07-01 51.872065890604496 2009-08-01 51.178778443920000 2009-09-01 50.779367721275996 2009-10-01 50.242876450676100 2009-11-01 49.883841854071896 2009-12-01 49.478693279533005 2010-01-01 49.258252326295300 2010-02-01 49.204398891565300 2010-03-01 49.412845677743100 2010-04-01 49.628107494652006 2010-05-01 49.670959448158904 2010-06-01 49.938417139820096 2010-07-01 50.356255589707600 2010-08-01 50.205662199727605 2010-09-01 50.180752580706000 2010-10-01 50.536374419830100 2010-11-01 50.707788791861105 2010-12-01 50.908699514830104 2011-01-01 51.023246897921105 2011-02-01 50.902718621866896 2011-03-01 51.525573770948400 2011-04-01 52.070334656989296 2011-05-01 52.342787605366000 2011-06-01 52.677376575070400 2011-07-01 53.432220613850300 2011-08-01 53.315701191087210 2011-09-01 53.811304199517400 2011-10-01 54.261203539279606 2011-11-01 54.548425909336700 2011-12-01 54.732611917759000 2012-01-01 54.970376476103600 2012-02-01 55.265598892781200 2012-03-01 55.609830015586500 2012-04-01 56.031226430281000 2012-05-01 56.323601191929900 2012-06-01 56.440355157840100 2012-07-01 56.402978308317300 2012-08-01 56.540948676379000 2012-09-01 56.539686002934296 2012-10-01 57.002898822325110 2012-11-01 56.694192605641206 2012-12-01 56.758361846070500 2013-01-01 56.687297927298700 2013-02-01 56.590360729086100 2013-03-01 56.463618636562700 2013-04-01 56.114460779451000 2013-05-01 56.007700507282900 2013-06-01 55.952357789104100 2013-07-01 55.901238668512500 2013-08-01 55.870630216792200 2013-09-01 55.754335361790800 2013-10-01 55.354665700161200 2013-11-01 55.231940351712296 2013-12-01 55.146291846394995 2014-01-01 55.577452318361104 2014-02-01 55.606709466786100 2014-03-01 55.798074424658100 2014-04-01 56.334458459729206 2014-05-01 56.620845968474290 2014-06-01 56.762432182773600 2014-07-01 57.111288863248400 2014-08-01 57.206068167506400 2014-09-01 57.250051878931295 2014-10-01 57.511577122387706 2014-11-01 57.562799065295600 2014-12-01 57.617857858373000 2015-01-01 57.970792274231500 2015-02-01 57.647322300765600 2015-03-01 57.245948100312300 2015-04-01 56.645474509112100 2015-05-01 56.123667407556800 2015-06-01 55.661400465668400 2015-07-01 55.235510304610610 2015-08-01 54.741544593629600 2015-09-01 54.552744375071896 2015-10-01 54.231006361554390 2015-11-01 54.072663561269295 2015-12-01 53.801702415912196 2016-01-01 53.460430442906800 2016-02-01 53.141626998756900 2016-03-01 52.603538274907400 2016-04-01 52.150035226750500 2016-05-01 51.711300998098710 2016-06-01 51.441402551576700 2016-07-01 51.472545546277890 2016-08-01 51.479713045915496 2016-09-01 51.338392678025210 2016-10-01 51.136008767914600 2016-11-01 51.393693044937900 2016-12-01 51.101897677106900 2017-01-01 50.653669207307500 2017-02-01 50.759025928348600 2017-03-01 50.870644756766610 2017-04-01 51.027223148076710 2017-05-01 51.402022007241900 2017-06-01 51.702831563469900 2017-07-01 52.011477723397290 2017-08-01 52.201299703950300 2017-09-01 52.333147987472490 2017-10-01 52.530534858556800 2017-11-01 52.628345020481400 2017-12-01 52.901622405288400 2018-01-01 53.574962719691705 2018-02-01 53.485375257018700 2018-03-01 53.716455447458490 2018-04-01 54.101657673438900 2018-05-01 54.508009289681794 2018-06-01 54.659904707522790 2018-07-01 54.534875136402995 2018-08-01 54.509141306679105 2018-09-01 54.724572643318100 2018-10-01 55.014012815983000 2018-11-01 55.474443529406900 2018-12-01 55.512834392941706 2019-01-01 55.469676333356300 2019-02-01 55.526968281092300 2019-03-01 55.684562680470600 2019-04-01 55.661731695321100 2019-05-01 55.819962936871000 2019-06-01 55.775837508386900 2019-07-01 55.229917299019000 2019-08-01 55.115849305077700 2019-09-01 55.018298331469400 2019-10-01 54.361866958389800 2019-11-01 54.478413763274400 2019-12-01 54.536327823564100 2020-01-01 54.443902190248790 2020-02-01 54.377028967573790 2020-03-01 54.091449611322600 2020-04-01 52.137079152176200 2020-05-01 51.236997231365200 2020-06-01 49.639166071568006 2020-07-01 48.917349890295110 2020-08-01 49.509938683275200 2020-09-01 49.298099718615400 2020-10-01 48.713152579267906 2020-11-01 47.954625666651400 2020-12-01 47.452803590636210 2021-01-01 47.375601614245400 2021-02-01 47.316460120617290 2021-03-01 47.346802519039500 2021-04-01 47.129742148922006 2021-05-01 46.856369625334000 2021-06-01 47.097402286058700 2021-07-01 47.304375736937104 2021-08-01 47.301592692285300 2021-09-01 47.187057708365096 2021-10-01 47.281365807734296 2021-11-01 47.432073453535900 2021-12-01 47.438616485844605 2022-01-01 46.734455101462500 2022-02-01 47.145245638818210 2022-03-01 47.192628295901790 2022-04-01 47.233482336106400 2022-05-01 47.571409403348504 2022-06-01 47.518138170613696 2022-07-01 48.090804019327706 2022-08-01 48.095389929749900 2022-09-01 48.593550251282610 2022-10-01 48.981362783907200 2022-11-01 49.315537140962400 2022-12-01 49.503106286111205 2023-01-01 49.993256459287300 2023-02-01 50.272701683660500 2023-03-01 50.535193982956900 2023-04-01 51.244004762195610 2023-05-01 51.469098445115000 2023-06-01 51.913892168017400 2023-07-01 51.875966523686200 2023-08-01 52.207885248466300 2023-09-01 52.409816473236106 2023-10-01 52.594861271579504 2023-11-01 52.795737711937400 2023-12-01 53.865976395580500 2024-01-01 53.868033419343100 2024-02-01 53.888508632883300