Federal Reserve Economic Data

Table Data - All Employees: Manufacturing in Spartanburg, SC (MSA)

Title All Employees: Manufacturing in Spartanburg, SC (MSA)
Series ID SPAR945MFG
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 2025-08-01
Last Updated 2025-09-20 4:34 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. More information on X-13ARIMA-SEATS can be found here.

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.

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 43.840806634171100
1990-02-01 43.681965634424800
1990-03-01 43.484209917060400
1990-04-01 43.969636471134300
1990-05-01 44.130288039630500
1990-06-01 44.135882441321300
1990-07-01 43.963846212901494
1990-08-01 43.701153453120696
1990-09-01 43.464480736056300
1990-10-01 43.062645392235100
1990-11-01 42.816615015589500
1990-12-01 42.457061978452100
1991-01-01 42.136682967213105
1991-02-01 42.172606331373295
1991-03-01 42.079905738663500
1991-04-01 41.552354325242000
1991-05-01 41.722709552632200
1991-06-01 41.761080181375796
1991-07-01 41.978483616208210
1991-08-01 42.019761493430600
1991-09-01 41.979749505525100
1991-10-01 42.244459770327790
1991-11-01 42.512122768943900
1991-12-01 42.450775198086500
1992-01-01 42.535841820914200
1992-02-01 42.555949084602900
1992-03-01 42.470581096578900
1992-04-01 42.423007908859205
1992-05-01 42.512480457256295
1992-06-01 42.595827668743300
1992-07-01 42.412190140073290
1992-08-01 42.441243033670000
1992-09-01 42.509666354926500
1992-10-01 42.110996360529796
1992-11-01 42.097858287955496
1992-12-01 42.226181789790800
1993-01-01 42.335103704885100
1993-02-01 42.340421522825500
1993-03-01 42.466794747222600
1993-04-01 42.703837340738700
1993-05-01 42.708060567799000
1993-06-01 43.042285337810000
1993-07-01 42.743920484972400
1993-08-01 42.557175762506205
1993-09-01 42.725482810347295
1993-10-01 43.077780050369100
1993-11-01 42.890669921504205
1993-12-01 43.291573452213200
1994-01-01 43.337260244340290
1994-02-01 43.326757436225800
1994-03-01 42.756036181331794
1994-04-01 43.296857050150500
1994-05-01 43.317113914349605
1994-06-01 43.088722207547210
1994-07-01 44.260222753926200
1994-08-01 44.267232575861904
1994-09-01 44.453146051256105
1994-10-01 44.438844479736396
1994-11-01 44.582589690087900
1994-12-01 44.349010875943300
1995-01-01 44.447896573916594
1995-02-01 44.524666352347204
1995-03-01 44.658860072627000
1995-04-01 44.700103547887900
1995-05-01 44.627644362735610
1995-06-01 44.500245453549400
1995-07-01 44.458866359076100
1995-08-01 44.567465915407300
1995-09-01 44.365544170316895
1995-10-01 44.413435527816600
1995-11-01 44.281874042758700
1995-12-01 44.029314277689400
1996-01-01 43.380865369312400
1996-02-01 43.533374474467900
1996-03-01 43.439145846759004
1996-04-01 43.111087533256800
1996-05-01 43.436595884258500
1996-06-01 43.479593434780900
1996-07-01 43.944205378754500
1996-08-01 43.970124114043100
1996-09-01 43.986295923236200
1996-10-01 43.995848353221700
1996-11-01 43.885587067080200
1996-12-01 44.124095947857505
1997-01-01 44.215515470135790
1997-02-01 44.353512088481800
1997-03-01 43.932448244251795
1997-04-01 43.412412954475000
1997-05-01 43.122470435985896
1997-06-01 43.223734646375600
1997-07-01 43.232729931145600
1997-08-01 43.085464592462700
1997-09-01 42.985637014520600
1997-10-01 42.698985780236000
1997-11-01 42.808319925729100
1997-12-01 42.735531863685296
1998-01-01 42.651651614018895
1998-02-01 42.673546911399605
1998-03-01 42.610480921164200
1998-04-01 42.805780071406600
1998-05-01 42.602402256446600
1998-06-01 42.651069557747995
1998-07-01 42.238484591938710
1998-08-01 42.105452360555795
1998-09-01 41.783493924091296
1998-10-01 41.812244655056894
1998-11-01 41.513953325733794
1998-12-01 41.346222581431500
1999-01-01 41.078031429184300
1999-02-01 40.799687128906300
1999-03-01 40.810230421906300
1999-04-01 40.596251984764500
1999-05-01 40.590322189354700
1999-06-01 40.198425678594800
1999-07-01 40.040111725620605
1999-08-01 39.808825935839600
1999-09-01 39.882108819053200
1999-10-01 39.913831907055396
1999-11-01 39.798124288376705
1999-12-01 39.858662911405500
2000-01-01 40.105715173977900
2000-02-01 40.536426633858596
2000-03-01 40.115057428700000
2000-04-01 40.282023113634700
2000-05-01 40.583963553113000
2000-06-01 40.563344275697000
2000-07-01 40.645124233849900
2000-08-01 40.603257251955400
2000-09-01 40.788375351388204
2000-10-01 40.610706007760210
2000-11-01 40.563913075711600
2000-12-01 40.862783630715900
2001-01-01 40.222667477709400
2001-02-01 40.257222889717900
2001-03-01 40.144072238346000
2001-04-01 39.691281808083700
2001-05-01 39.002306911470300
2001-06-01 38.863728175291290
2001-07-01 38.105627822613290
2001-08-01 37.878783767307000
2001-09-01 37.364442224523600
2001-10-01 36.916933237291800
2001-11-01 36.756411972624996
2001-12-01 36.384304173226400
2002-01-01 36.121258539342200
2002-02-01 35.733791049373800
2002-03-01 35.554372733222400
2002-04-01 35.417852311275400
2002-05-01 35.441382403835000
2002-06-01 35.489402975356000
2002-07-01 35.771005990476496
2002-08-01 35.838411831564706
2002-09-01 35.722432321494600
2002-10-01 35.947871387009290
2002-11-01 35.766551218846800
2002-12-01 35.899442805250500
2003-01-01 35.323765061426600
2003-02-01 35.108980221410700
2003-03-01 35.065928484255900
2003-04-01 35.239689626649100
2003-05-01 35.073348328100900
2003-06-01 34.495570287220694
2003-07-01 34.539939640085500
2003-08-01 34.293337442379700
2003-09-01 34.074959163901100
2003-10-01 34.379682826146300
2003-11-01 34.102083972502896
2003-12-01 33.924376326744100
2004-01-01 33.829240365422000
2004-02-01 33.782504926735500
2004-03-01 33.556976743465500
2004-04-01 33.353233817989995
2004-05-01 33.293303340891110
2004-06-01 33.305269298018700
2004-07-01 33.224169184848400
2004-08-01 32.856024134178800
2004-09-01 32.936837491903300
2004-10-01 32.594318847968005
2004-11-01 32.535835219625600
2004-12-01 32.548829398416800
2005-01-01 32.539538332562900
2005-02-01 32.356873463784800
2005-03-01 32.441705596892900
2005-04-01 31.782613425611400
2005-05-01 31.400716883744696
2005-06-01 31.114150282056500
2005-07-01 31.018549619285900
2005-08-01 31.036780068002200
2005-09-01 30.908243824600397
2005-10-01 30.490024177782196
2005-11-01 30.251215854841300
2005-12-01 29.858593672665100
2006-01-01 30.049087576533697
2006-02-01 30.034679398867800
2006-03-01 30.024153571935702
2006-04-01 30.315549550646700
2006-05-01 30.008719792426600
2006-06-01 30.130681052643197
2006-07-01 29.827047308284698
2006-08-01 29.925278305131800
2006-09-01 29.691679470020700
2006-10-01 29.464510516732897
2006-11-01 29.541745078533000
2006-12-01 29.552654159333500
2007-01-01 29.662885345692303
2007-02-01 29.723033583828700
2007-03-01 29.818323483286200
2007-04-01 29.856181749491700
2007-05-01 29.821406282814900
2007-06-01 29.849587439346298
2007-07-01 29.839196721833700
2007-08-01 29.726567815991100
2007-09-01 29.588951148573500
2007-10-01 29.725224205395900
2007-11-01 29.512184502532000
2007-12-01 29.030918024624200
2008-01-01 29.162672300535103
2008-02-01 29.009264282341103
2008-03-01 29.022564935892500
2008-04-01 28.891192468576000
2008-05-01 28.939542585454603
2008-06-01 28.690880396337498
2008-07-01 28.447877019183803
2008-08-01 28.346840920499503
2008-09-01 28.102469246691800
2008-10-01 27.978849184170798
2008-11-01 27.669174774065798
2008-12-01 27.505672042062802
2009-01-01 26.747974063253800
2009-02-01 26.391464374500300
2009-03-01 25.823689088778700
2009-04-01 25.506429220830302
2009-05-01 25.354981669295000
2009-06-01 25.030926384405900
2009-07-01 24.958031559020600
2009-08-01 24.682208182774400
2009-09-01 24.619785123026800
2009-10-01 24.456485116232000
2009-11-01 24.338793362689100
2009-12-01 24.286062775805203
2010-01-01 24.423951718653400
2010-02-01 24.469209887452603
2010-03-01 24.523563872982898
2010-04-01 24.620253728899602
2010-05-01 24.570680354351100
2010-06-01 24.662357377810398
2010-07-01 24.673549366220698
2010-08-01 24.711075563832500
2010-09-01 24.714960298398200
2010-10-01 24.749466533820100
2010-11-01 24.812370339430600
2010-12-01 24.958230156162100
2011-01-01 25.017438475617000
2011-02-01 25.052440998229700
2011-03-01 25.316139155495700
2011-04-01 25.022279695021200
2011-05-01 24.986731888260003
2011-06-01 25.075360681686202
2011-07-01 25.497199956246200
2011-08-01 25.735824307188896
2011-09-01 25.709694208595800
2011-10-01 26.053252188228804
2011-11-01 26.195267533016896
2011-12-01 26.229219489950800
2012-01-01 26.212309455312700
2012-02-01 26.341142134674698
2012-03-01 26.406131082170200
2012-04-01 26.524032145143500
2012-05-01 26.501777284011100
2012-06-01 26.480260440445498
2012-07-01 25.910152336655504
2012-08-01 26.352658079036400
2012-09-01 26.406330130611700
2012-10-01 26.464366271560802
2012-11-01 26.488977215903500
2012-12-01 26.516898030985104
2013-01-01 26.709676788616500
2013-02-01 26.645545103460897
2013-03-01 26.696427742315700
2013-04-01 26.712714938870200
2013-05-01 26.801919545586600
2013-06-01 26.777218250273105
2013-07-01 26.516746399241700
2013-08-01 26.760941756030000
2013-09-01 26.808754188418103
2013-10-01 26.774409560148897
2013-11-01 26.886655546912603
2013-12-01 26.911219105915100
2014-01-01 26.905927447823700
2014-02-01 26.959417397602600
2014-03-01 27.100936084051800
2014-04-01 27.106396535044100
2014-05-01 27.190334054517997
2014-06-01 27.369666996997200
2014-07-01 27.507381464640500
2014-08-01 27.663191005810900
2014-09-01 27.805333403816800
2014-10-01 27.987568198605103
2014-11-01 27.989720779413600
2014-12-01 28.213122376573300
2015-01-01 28.203016144101400
2015-02-01 28.279493485840998
2015-03-01 28.311743125121900
2015-04-01 28.397668092983400
2015-05-01 28.379046218131300
2015-06-01 28.459985663109602
2015-07-01 28.486012114680300
2015-08-01 28.557915389442396
2015-09-01 28.609912165374602
2015-10-01 28.597349124723102
2015-11-01 28.698449434100100
2015-12-01 28.823562311859103
2016-01-01 29.002456954353900
2016-02-01 29.101074808533397
2016-03-01 29.119704672681898
2016-04-01 29.088789560645500
2016-05-01 29.171874541953898
2016-06-01 29.149645016790200
2016-07-01 29.255679955774998
2016-08-01 29.343505854924103
2016-09-01 29.417554711655000
2016-10-01 29.516570381289803
2016-11-01 29.708068766921702
2016-12-01 29.740075220367103
2017-01-01 29.801940329162196
2017-02-01 29.907187543883400
2017-03-01 30.112275649625000
2017-04-01 30.480325934266702
2017-05-01 30.777920019050498
2017-06-01 31.046647307351197
2017-07-01 31.235407022503100
2017-08-01 31.428766732075700
2017-09-01 31.726160067524000
2017-10-01 32.036580616787200
2017-11-01 32.204246331181600
2017-12-01 32.544979116086600
2018-01-01 32.921144785423800
2018-02-01 33.097438488943100
2018-03-01 33.293058233827800
2018-04-01 33.776073629227604
2018-05-01 34.103130331666200
2018-06-01 34.228719955949700
2018-07-01 34.534560794577900
2018-08-01 34.714228295517300
2018-09-01 34.836928154216196
2018-10-01 35.459865771717205
2018-11-01 35.509604685821400
2018-12-01 35.645634238643396
2019-01-01 35.740628593741896
2019-02-01 35.966679558260700
2019-03-01 36.352341223576104
2019-04-01 36.472650482080600
2019-05-01 36.733608370791100
2019-06-01 37.013892516948500
2019-07-01 37.354343667415500
2019-08-01 37.303880739199900
2019-09-01 37.240706798399700
2019-10-01 37.072758528186100
2019-11-01 37.230561618989500
2019-12-01 37.250485458216204
2020-01-01 37.563728129178400
2020-02-01 37.427483663178600
2020-03-01 37.307002950931000
2020-04-01 33.860930355524005
2020-05-01 33.339232498310400
2020-06-01 35.995581112316100
2020-07-01 36.176466068402600
2020-08-01 36.394125309709900
2020-09-01 36.538567149689100
2020-10-01 36.690164581628790
2020-11-01 36.873594625766900
2020-12-01 36.875732306756600
2021-01-01 36.752569862855700
2021-02-01 36.896810552636790
2021-03-01 36.775394866271400
2021-04-01 36.851458068894900
2021-05-01 36.749797935590600
2021-06-01 36.882759317232600
2021-07-01 36.604720985818400
2021-08-01 36.696216498738200
2021-09-01 36.625428037718700
2021-10-01 36.901225871212500
2021-11-01 36.908080074501704
2021-12-01 37.096923145172504
2022-01-01 37.049444899372600
2022-02-01 37.287244679086000
2022-03-01 37.572003846796000
2022-04-01 37.624901326039705
2022-05-01 37.928113486867204
2022-06-01 38.052944028934604
2022-07-01 38.227817728839300
2022-08-01 38.307398363539500
2022-09-01 38.517513582330295
2022-10-01 38.407760542099900
2022-11-01 38.342415638414600
2022-12-01 38.314971401367100
2023-01-01 38.644244932256896
2023-02-01 38.699962300303400
2023-03-01 38.684642428074100
2023-04-01 38.393426317708000
2023-05-01 38.583256302281896
2023-06-01 38.636009185562210
2023-07-01 38.731684222115504
2023-08-01 38.829498429922500
2023-09-01 38.809938530294396
2023-10-01 38.706664129722000
2023-11-01 38.864400104460600
2023-12-01 38.930076381783710
2024-01-01 39.340642558614400
2024-02-01 39.324250659701100
2024-03-01 39.505092626556400
2024-04-01 39.766774712121000
2024-05-01 39.846024187744796
2024-06-01 40.116182984590700
2024-07-01 39.622090211276900
2024-08-01 39.944317089537000
2024-09-01 40.108165083714400
2024-10-01 40.318400925437295
2024-11-01 40.375590606636706
2024-12-01 40.443040363726700
2025-01-01 40.330961910483600
2025-02-01 40.145764940148100
2025-03-01 40.320490169977700
2025-04-01 40.544106303934400
2025-05-01 40.620590476406100
2025-06-01 40.712974834219000
2025-07-01 41.016091552944800
2025-08-01 40.757726255374706

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