Title: All Employees: Manufacturing: Non-Durable Goods in Spartanburg, SC (MSA) Series ID: SMU45439003200000001SA 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: 1990-01-01 to 2023-08-01 Last Updated: 2023-09-20 3:55 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/SMU45439003200000001). 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 32.169061805678500 1990-02-01 32.068511354637400 1990-03-01 31.814102451542396 1990-04-01 32.367756724832600 1990-05-01 32.360921046006396 1990-06-01 32.357809047558000 1990-07-01 32.172006013521600 1990-08-01 31.819992849697698 1990-09-01 31.630046357060900 1990-10-01 31.241577326101500 1990-11-01 31.110383197610800 1990-12-01 30.786011132721800 1991-01-01 30.668766676971696 1991-02-01 30.766271230767003 1991-03-01 30.714314924919602 1991-04-01 30.456541468105897 1991-05-01 30.563107533769300 1991-06-01 30.576358369427700 1991-07-01 30.665289618394297 1991-08-01 30.729086890769896 1991-09-01 30.731844196262198 1991-10-01 31.135821026773800 1991-11-01 31.410164294447302 1991-12-01 31.380586953569900 1992-01-01 31.463632371935702 1992-02-01 31.463889697567800 1992-03-01 31.415191465968398 1992-04-01 31.352802664204003 1992-05-01 31.365435118622603 1992-06-01 31.303787328859100 1992-07-01 31.167337492253500 1992-08-01 31.326634374008304 1992-09-01 31.339728672843698 1992-10-01 31.021544091567197 1992-11-01 30.907458583977800 1992-12-01 30.959711995527602 1993-01-01 30.957430846681298 1993-02-01 30.962534122208400 1993-03-01 31.013233583554800 1993-04-01 31.349978470605002 1993-05-01 31.271865628932300 1993-06-01 31.449241055859606 1993-07-01 31.268077977067698 1993-08-01 31.021020249870000 1993-09-01 31.135785832148198 1993-10-01 31.315426345914396 1993-11-01 31.110724659191800 1993-12-01 31.432498840918104 1994-01-01 31.246384538833798 1994-02-01 31.268441948972200 1994-03-01 30.706985828920498 1994-04-01 31.542925295150500 1994-05-01 31.281089332123400 1994-06-01 30.896640724105502 1994-07-01 31.359424666978000 1994-08-01 31.315649325038000 1994-09-01 31.443911084313804 1994-10-01 31.311145851692100 1994-11-01 31.410169971958798 1994-12-01 31.094018339023200 1995-01-01 31.253215618504600 1995-02-01 31.081689692509304 1995-03-01 31.000787472453297 1995-04-01 30.735761322889700 1995-05-01 30.486381966943900 1995-06-01 30.216475210615300 1995-07-01 30.046490551039000 1995-08-01 29.920029138642000 1995-09-01 29.550971427073897 1995-10-01 29.417272625308200 1995-11-01 29.301226594764700 1995-12-01 28.890900067099103 1996-01-01 28.270515003049503 1996-02-01 28.390050740538800 1996-03-01 28.180749205998502 1996-04-01 27.820381878467103 1996-05-01 27.983237838797802 1996-06-01 27.910930708186697 1996-07-01 28.034002634400803 1996-08-01 28.036740035767004 1996-09-01 28.062533945020200 1996-10-01 28.020732820735198 1996-11-01 27.885860267992000 1996-12-01 28.094625060913803 1997-01-01 28.099025000112402 1997-02-01 28.203721159553698 1997-03-01 27.780807356376200 1997-04-01 27.502091524212900 1997-05-01 27.067587575363103 1997-06-01 27.075816117391200 1997-07-01 27.048016258726300 1997-08-01 26.855029616134400 1997-09-01 26.664877866294603 1997-10-01 26.416896473534700 1997-11-01 26.478372715234000 1997-12-01 26.410175193506800 1998-01-01 26.123248893376196 1998-02-01 26.110648012648102 1998-03-01 26.080776852317800 1998-04-01 25.981106368868605 1998-05-01 25.859754775425100 1998-06-01 25.827625959944200 1998-07-01 25.469376477815800 1998-08-01 25.271596269521602 1998-09-01 24.971687695217400 1998-10-01 24.900663019588000 1998-11-01 24.674047299387997 1998-12-01 24.415023034787100 1999-01-01 24.354600987346302 1999-02-01 24.116432101981502 1999-03-01 23.979221162515500 1999-04-01 23.978620834703698 1999-05-01 23.856929600894198 1999-06-01 23.689345475646200 1999-07-01 23.686665052007900 1999-08-01 23.371749539299802 1999-09-01 23.474374128234800 1999-10-01 23.183095680687900 1999-11-01 23.074377485257000 1999-12-01 22.920295986920900 2000-01-01 22.975745649279600 2000-02-01 23.324029962052197 2000-03-01 22.876953485909600 2000-04-01 22.989517098062603 2000-05-01 22.955183492152600 2000-06-01 22.873416582203497 2000-07-01 22.588222049015197 2000-08-01 22.259741065344400 2000-09-01 22.568912482675100 2000-10-01 22.568632607899605 2000-11-01 22.483477196420900 2000-12-01 22.426150754499100 2001-01-01 21.891055069792400 2001-02-01 21.616323778822103 2001-03-01 21.268560371669700 2001-04-01 20.810260305173200 2001-05-01 20.259603952942800 2001-06-01 20.085422169078400 2001-07-01 19.563532691403200 2001-08-01 19.350173483489197 2001-09-01 18.961932560598500 2001-10-01 18.872163466444100 2001-11-01 18.810795843390300 2001-12-01 18.442136748462900 2002-01-01 18.186306945858000 2002-02-01 17.986292660675800 2002-03-01 17.947053286484103 2002-04-01 17.825158826260400 2002-05-01 17.864944489696300 2002-06-01 17.807866390295700 2002-07-01 17.932142387794700 2002-08-01 17.943087355007100 2002-09-01 17.846585259818000 2002-10-01 17.686466314138500 2002-11-01 17.640513722840396 2002-12-01 17.754882069264603 2003-01-01 17.490928497117600 2003-02-01 17.473116477462700 2003-03-01 17.428986984361100 2003-04-01 17.635241164468397 2003-05-01 17.460864354402900 2003-06-01 16.918188566687200 2003-07-01 17.201062851480400 2003-08-01 17.140015660912100 2003-09-01 17.029115285335000 2003-10-01 17.013717188790400 2003-11-01 16.870485954580500 2003-12-01 16.670838881165400 2004-01-01 16.694372702384000 2004-02-01 16.555634372106100 2004-03-01 16.413681932719500 2004-04-01 16.228529688193300 2004-05-01 16.058437470013800 2004-06-01 16.028661048044800 2004-07-01 15.972887675998200 2004-08-01 15.746101529278500 2004-09-01 15.725040216450800 2004-10-01 15.428306748046100 2004-11-01 15.482851011717699 2004-12-01 15.500949196938600 2005-01-01 15.387867625311400 2005-02-01 15.340996510159600 2005-03-01 15.401815546000199 2005-04-01 15.018909896522601 2005-05-01 14.857147221280300 2005-06-01 14.635203453133900 2005-07-01 14.559294305093400 2005-08-01 14.453974872356000 2005-09-01 14.435262548211600 2005-10-01 14.231938817433300 2005-11-01 14.176305442331000 2005-12-01 13.918585564071900 2006-01-01 14.086700823237699 2006-02-01 14.027104977801200 2006-03-01 14.093138696515100 2006-04-01 14.308194379295301 2006-05-01 14.164317740446300 2006-06-01 14.242913980513000 2006-07-01 13.951287024720600 2006-08-01 14.060773551277402 2006-09-01 14.050470372246700 2006-10-01 13.920907363566501 2006-11-01 13.964070994211900 2006-12-01 14.036775334990198 2007-01-01 13.984059052468100 2007-02-01 14.018494981191500 2007-03-01 13.983224348636100 2007-04-01 14.007135194243500 2007-05-01 13.975135111722100 2007-06-01 14.051151217820198 2007-07-01 14.150785933621800 2007-08-01 14.169523154253700 2007-09-01 14.062558670786900 2007-10-01 14.212108203862801 2007-11-01 14.144110839514900 2007-12-01 14.036905433332300 2008-01-01 14.083884819526801 2008-02-01 14.004234661352700 2008-03-01 13.974158793063099 2008-04-01 13.906393363696802 2008-05-01 13.895731970516401 2008-06-01 13.872273852968600 2008-07-01 13.455661143533900 2008-08-01 13.482736266238401 2008-09-01 13.277652887758801 2008-10-01 13.195260806787300 2008-11-01 13.018466252040902 2008-12-01 12.932302361485698 2009-01-01 12.465186756496598 2009-02-01 12.287662765864600 2009-03-01 11.870231778150199 2009-04-01 12.108837369600401 2009-05-01 11.912384834087600 2009-06-01 11.796543670641698 2009-07-01 11.773640281898400 2009-08-01 11.598369267595801 2009-09-01 11.587528374588599 2009-10-01 11.487185354381099 2009-11-01 11.396842037711501 2009-12-01 11.413319194773900 2010-01-01 11.550346075032598 2010-02-01 11.573589611870000 2010-03-01 11.565370573223698 2010-04-01 11.511265511267700 2010-05-01 11.527112908682401 2010-06-01 11.621823288333800 2010-07-01 11.587250146781399 2010-08-01 11.610189087623501 2010-09-01 11.686929018690500 2010-10-01 11.687089050723099 2010-11-01 11.781240884870600 2010-12-01 11.792536069994302 2011-01-01 11.736894690934902 2011-02-01 11.763153618832801 2011-03-01 11.858532492061900 2011-04-01 11.721762724154100 2011-05-01 11.636966388087801 2011-06-01 11.635112247227099 2011-07-01 11.708913943828001 2011-08-01 11.816605433668402 2011-09-01 11.582257999342700 2011-10-01 11.795939581405301 2011-11-01 11.769024423415502 2011-12-01 11.764636823105400 2012-01-01 11.726067198901301 2012-02-01 11.759575975153199 2012-03-01 11.758713531548901 2012-04-01 11.831102884468999 2012-05-01 11.847455305517599 2012-06-01 11.743953959604099 2012-07-01 11.720604431016600 2012-08-01 11.711641583836801 2012-09-01 11.681618465504801 2012-10-01 11.704660224950700 2012-11-01 11.663854104313500 2012-12-01 11.645099069101699 2013-01-01 11.717989534007600 2013-02-01 11.660657252972400 2013-03-01 11.664773347242699 2013-04-01 11.540159573403802 2013-05-01 11.644536635959598 2013-06-01 11.646094378443902 2013-07-01 11.625655427767198 2013-08-01 11.600889410935500 2013-09-01 11.581890436044100 2013-10-01 11.514602011573801 2013-11-01 11.563543302934999 2013-12-01 11.537539591852200 2014-01-01 11.410975728942699 2014-02-01 11.367505212378099 2014-03-01 11.376511338095000 2014-04-01 11.242421780543301 2014-05-01 11.236232036258400 2014-06-01 11.343377154598100 2014-07-01 11.315568797856400 2014-08-01 11.389333086150902 2014-09-01 11.482712293966100 2014-10-01 11.628639691877500 2014-11-01 11.569014516568000 2014-12-01 11.741509292345901 2015-01-01 11.708370505687899 2015-02-01 11.771908288223901 2015-03-01 11.781763038343800 2015-04-01 11.843822005799801 2015-05-01 11.829538504552300 2015-06-01 11.838976423773800 2015-07-01 11.800821874336100 2015-08-01 11.779063586589100 2015-09-01 11.687014972276900 2015-10-01 11.637824993057402 2015-11-01 11.576591925783598 2015-12-01 11.556951315222198 2016-01-01 11.509554137495899 2016-02-01 11.478532635576100 2016-03-01 11.385581999431901 2016-04-01 11.332057191667099 2016-05-01 11.323763580198900 2016-06-01 11.231141565957598 2016-07-01 11.281411490099599 2016-08-01 11.270127578977700 2016-09-01 11.299402027343600 2016-10-01 11.240825472938900 2016-11-01 11.280978945427899 2016-12-01 11.276704314203200 2017-01-01 11.313867766577700 2017-02-01 11.282117280055001 2017-03-01 11.287783290607600 2017-04-01 11.417784967616301 2017-05-01 11.420619701908699 2017-06-01 11.431652199527200 2017-07-01 11.564360960183900 2017-08-01 11.462668928558399 2017-09-01 11.513404451353700 2017-10-01 11.539152879562900 2017-11-01 11.479131000468302 2017-12-01 11.593552926027900 2018-01-01 11.717480965665100 2018-02-01 11.783411309599900 2018-03-01 11.892086478732500 2018-04-01 11.904824811233300 2018-05-01 11.921532964472300 2018-06-01 11.929894591150598 2018-07-01 11.954121303856402 2018-08-01 11.957936029941800 2018-09-01 11.928172192712300 2018-10-01 12.036860166732900 2018-11-01 11.973792988991000 2018-12-01 12.000416108616701 2019-01-01 12.022188031020000 2019-02-01 12.082940001837802 2019-03-01 12.191992580735600 2019-04-01 12.194987361515100 2019-05-01 12.224644330995300 2019-06-01 12.328499814900502 2019-07-01 12.357114834755400 2019-08-01 12.358032065038500 2019-09-01 12.339183276100700 2019-10-01 12.332011953375302 2019-11-01 12.365897830134498 2019-12-01 12.299288815351900 2020-01-01 12.325363834120700 2020-02-01 12.280134059461801 2020-03-01 12.196233042607900 2020-04-01 11.486458275102901 2020-05-01 11.425162048738600 2020-06-01 11.919692303870500 2020-07-01 11.972052754558899 2020-08-01 11.966324079404700 2020-09-01 11.942967719831400 2020-10-01 11.928091863978000 2020-11-01 11.964556254568300 2020-12-01 11.894853040297400 2021-01-01 11.720019293728000 2021-02-01 11.677356043487801 2021-03-01 11.499963803394499 2021-04-01 11.379310504735600 2021-05-01 11.521838284661600 2021-06-01 11.515905708148000 2021-07-01 11.489695388561401 2021-08-01 11.478451362709801 2021-09-01 11.339891871782200 2021-10-01 11.527859793282198 2021-11-01 11.463393464734900 2021-12-01 11.589678248193099 2022-01-01 11.614449403931400 2022-02-01 11.674652453980201 2022-03-01 11.805187161484700 2022-04-01 11.773150853220100 2022-05-01 11.815184438350698 2022-06-01 11.808804500731302 2022-07-01 11.804714973566801 2022-08-01 11.891047957559800 2022-09-01 11.939471528198600 2022-10-01 11.929774769623599 2022-11-01 12.065633094495402 2022-12-01 11.985013118511400 2023-01-01 12.109106818288200 2023-02-01 11.974058205508198 2023-03-01 11.903169130257900 2023-04-01 11.969319461815400 2023-05-01 11.907269525457801 2023-06-01 11.904740392210500 2023-07-01 11.815852534858001 2023-08-01 11.701151707165199