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

Title All Employees: Wholesale Trade in Spartanburg, SC (MSA)
Series ID SMU45439004100000001SA
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 2025-12-01
Last Updated 2026-01-28 2:09 AM CST
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 7.47874822634886
1990-02-01 7.56543746370417
1990-03-01 7.53535221360830
1990-04-01 7.57790924295689
1990-05-01 7.63871131835175
1990-06-01 7.69988390324988
1990-07-01 7.69087480518139
1990-08-01 7.79370716553710
1990-09-01 7.83571955637992
1990-10-01 7.82881881690723
1990-11-01 7.77359532157148
1990-12-01 7.69940467184510
1991-01-01 7.56496895248272
1991-02-01 7.45789722209931
1991-03-01 7.52489419692149
1991-04-01 7.47695202862023
1991-05-01 7.53914755314038
1991-06-01 7.49836422811312
1991-07-01 7.59713401989271
1991-08-01 7.50119135956784
1991-09-01 7.55175676865598
1991-10-01 7.54074338294633
1991-11-01 7.58140959616629
1991-12-01 7.49315473220900
1992-01-01 7.54425336954580
1992-02-01 7.44968546751271
1992-03-01 7.50642781429232
1992-04-01 7.56681745703800
1992-05-01 7.53484956890330
1992-06-01 7.49643347608763
1992-07-01 7.51004320619845
1992-08-01 7.51565999088887
1992-09-01 7.48079965879659
1992-10-01 7.46000511397221
1992-11-01 7.39469058884935
1992-12-01 7.38514199455791
1993-01-01 7.41226891431105
1993-02-01 7.43575391273323
1993-03-01 7.38390091619408
1993-04-01 7.35873370684920
1993-05-01 7.22630257508602
1993-06-01 7.29530635228265
1993-07-01 7.22517286681974
1993-08-01 7.22741259284685
1993-09-01 7.21239941672973
1993-10-01 7.17725575641189
1993-11-01 7.21169197284190
1993-12-01 7.27822256504791
1994-01-01 7.38673830148848
1994-02-01 7.41856901508682
1994-03-01 7.37110537166649
1994-04-01 7.14852622442160
1994-05-01 7.01625826021443
1994-06-01 7.19175354751673
1994-07-01 7.23108563691286
1994-08-01 7.23460621501839
1994-09-01 7.23247405558644
1994-10-01 7.29509520164611
1994-11-01 7.33131454187232
1994-12-01 7.37859214621158
1995-01-01 7.26831626553170
1995-02-01 7.30506127710223
1995-03-01 7.37335511912150
1995-04-01 7.44700196948478
1995-05-01 7.40308002658464
1995-06-01 7.48546201919818
1995-07-01 7.22269028580002
1995-08-01 7.03514882940710
1995-09-01 7.13377588211848
1995-10-01 7.40713737244261
1995-11-01 7.44765081093961
1995-12-01 7.48336950999303
1996-01-01 7.56777153652909
1996-02-01 7.60825911655690
1996-03-01 7.58801658161164
1996-04-01 7.43804167357505
1996-05-01 7.48846843494392
1996-06-01 7.47875950481008
1996-07-01 7.50776089868919
1996-08-01 7.53635575728331
1996-09-01 7.51618336494360
1996-10-01 7.61337077416084
1996-11-01 7.66324954998354
1996-12-01 7.69176678163142
1997-01-01 7.77484268943851
1997-02-01 7.82238569006529
1997-03-01 7.80310554080820
1997-04-01 7.92595326582157
1997-05-01 7.98175048945269
1997-06-01 7.97097287263169
1997-07-01 8.08692533709451
1997-08-01 8.04258351755002
1997-09-01 7.99526140826871
1997-10-01 7.71538111872986
1997-11-01 7.77358970180450
1997-12-01 7.69592991718568
1998-01-01 7.58774970769388
1998-02-01 7.73933196738005
1998-03-01 7.71781053593580
1998-04-01 7.80220968978868
1998-05-01 7.88473660615455
1998-06-01 7.96714039213515
1998-07-01 7.97051754906949
1998-08-01 7.95356797033911
1998-09-01 7.97262969813966
1998-10-01 7.91811138970253
1998-11-01 7.97633467489907
1998-12-01 7.99574365452126
1999-01-01 8.10384019336693
1999-02-01 7.94974084446764
1999-03-01 8.02335420198759
1999-04-01 7.98408749089941
1999-05-01 7.99143833635435
1999-06-01 7.96471684980422
1999-07-01 7.96150350092209
1999-08-01 8.06547782358369
1999-09-01 8.16533748702272
1999-10-01 8.22128746904498
1999-11-01 8.16496664057956
1999-12-01 8.28935828531475
2000-01-01 8.22099357845819
2000-02-01 8.25777641781128
2000-03-01 8.31575430891770
2000-04-01 8.36696659370871
2000-05-01 8.29859507592151
2000-06-01 8.36990742821813
2000-07-01 8.36557119830667
2000-08-01 8.27690197941560
2000-09-01 8.26588838289079
2000-10-01 8.41802987933057
2000-11-01 8.44566004253665
2000-12-01 8.48153841468981
2001-01-01 8.04453071212498
2001-02-01 8.05968288732325
2001-03-01 7.99915758443780
2001-04-01 8.06203778561938
2001-05-01 7.99957437735472
2001-06-01 7.97762115672441
2001-07-01 7.97337747562165
2001-08-01 7.87782063793425
2001-09-01 7.87614167239677
2001-10-01 7.71529061336622
2001-11-01 7.82567413824152
2001-12-01 7.68133961125837
2002-01-01 7.66172855833010
2002-02-01 7.65931785478442
2002-03-01 7.58450865564439
2002-04-01 7.56261758608065
2002-05-01 7.59284108512588
2002-06-01 7.58717456487783
2002-07-01 7.57552955816816
2002-08-01 7.67117537083328
2002-09-01 7.58596728427194
2002-10-01 7.61585298465368
2002-11-01 7.61309003256349
2002-12-01 7.59126458114402
2003-01-01 7.57743955241071
2003-02-01 7.55406703203859
2003-03-01 7.57703112644830
2003-04-01 7.46333230202519
2003-05-01 7.37690531671181
2003-06-01 7.39100838292748
2003-07-01 7.37567570092399
2003-08-01 7.25882880897270
2003-09-01 7.29952163954293
2003-10-01 7.42594346337334
2003-11-01 7.31426201149365
2003-12-01 7.30040022324713
2004-01-01 7.18325605811049
2004-02-01 7.14384966789492
2004-03-01 7.27104838256837
2004-04-01 7.25960329043216
2004-05-01 7.36229843039409
2004-06-01 7.28887570167486
2004-07-01 7.27673730210348
2004-08-01 7.45883087074223
2004-09-01 7.50998474578258
2004-10-01 7.43847698367659
2004-11-01 7.32071804261177
2004-12-01 7.40372204047091
2005-01-01 7.58501337376394
2005-02-01 7.42683226947300
2005-03-01 7.47528157691167
2005-04-01 7.45009767255435
2005-05-01 7.64836792803909
2005-06-01 7.48941607437960
2005-07-01 7.47727525852838
2005-08-01 7.46613253318310
2005-09-01 7.31660900284571
2005-10-01 7.45014132047143
2005-11-01 7.43427761397436
2005-12-01 7.39906726280033
2006-01-01 7.47786333083855
2006-02-01 7.50574976395404
2006-03-01 7.48664453848272
2006-04-01 7.64264065671317
2006-05-01 7.54137999541034
2006-06-01 7.58885386313232
2006-07-01 7.67584827946319
2006-08-01 7.67936186608326
2006-09-01 7.72250049269986
2006-10-01 7.75852101629658
2006-11-01 7.84207171100381
2006-12-01 7.99103573175694
2007-01-01 7.96636611546375
2007-02-01 8.08731978468533
2007-03-01 8.09890554360789
2007-04-01 8.14066854820499
2007-05-01 8.14162331810326
2007-06-01 8.19416293627549
2007-07-01 8.07661353552624
2007-08-01 8.08471284882673
2007-09-01 8.12815513564287
2007-10-01 8.05717585988041
2007-11-01 8.14802215793015
2007-12-01 8.07503264324547
2008-01-01 8.15980299517245
2008-02-01 8.17865489909508
2008-03-01 8.10513759807821
2008-04-01 8.24451638520404
2008-05-01 8.14884976469946
2008-06-01 8.09502854526855
2008-07-01 8.18157486108164
2008-08-01 8.09107229146530
2008-09-01 8.12994248949800
2008-10-01 8.14508416249691
2008-11-01 7.94433492827278
2008-12-01 7.96670305640964
2009-01-01 7.85713032908028
2009-02-01 7.77993923821716
2009-03-01 7.70380751013142
2009-04-01 7.65280411934792
2009-05-01 7.65943810438177
2009-06-01 7.59809677125004
2009-07-01 7.58741317987782
2009-08-01 7.59329139392430
2009-09-01 7.52285814253948
2009-10-01 7.52441772002427
2009-11-01 7.54101304731228
2009-12-01 7.56729713746937
2010-01-01 7.55890912457911
2010-02-01 7.48832738072905
2010-03-01 7.59605996261205
2010-04-01 7.56305100855965
2010-05-01 7.57172553038137
2010-06-01 7.59358818391075
2010-07-01 7.59420263820091
2010-08-01 7.69119345158464
2010-09-01 7.61527733358587
2010-10-01 7.70684162221771
2010-11-01 7.73444799363995
2010-12-01 7.78060674531443
2011-01-01 7.76261113146415
2011-02-01 7.79551182025704
2011-03-01 7.78330939020783
2011-04-01 7.86933066168064
2011-05-01 7.88391161937508
2011-06-01 7.88536414882096
2011-07-01 7.90056809381147
2011-08-01 7.88583907411238
2011-09-01 8.01133466944824
2011-10-01 8.00099154528788
2011-11-01 7.92763299059794
2011-12-01 7.99438932431459
2012-01-01 8.06920607295396
2012-02-01 8.19694878253761
2012-03-01 8.16956176181510
2012-04-01 8.17199581325347
2012-05-01 8.18988773548009
2012-06-01 8.27490781047340
2012-07-01 8.30703554747092
2012-08-01 8.28273516706423
2012-09-01 8.40636864310552
2012-10-01 8.41058218857739
2012-11-01 8.42278904056228
2012-12-01 8.41163671281168
2013-01-01 8.47022070658067
2013-02-01 8.49033325508055
2013-03-01 8.55766044166376
2013-04-01 8.57279634718025
2013-05-01 8.59045604061719
2013-06-01 8.66851580868986
2013-07-01 8.70684397388938
2013-08-01 8.78111029477073
2013-09-01 8.80675654279095
2013-10-01 8.82648193937157
2013-11-01 8.82310223746415
2013-12-01 8.92387721092864
2014-01-01 8.76576415239457
2014-02-01 8.68551868384066
2014-03-01 8.74598693044240
2014-04-01 8.77403169764927
2014-05-01 8.78555243669330
2014-06-01 8.76663424479018
2014-07-01 8.70328922911192
2014-08-01 8.77636982132890
2014-09-01 8.71162369995091
2014-10-01 8.74671627972647
2014-11-01 8.82919083745348
2014-12-01 8.82441912112342
2015-01-01 8.86009592777445
2015-02-01 8.88230621472456
2015-03-01 8.94183631722635
2015-04-01 8.87217927426924
2015-05-01 8.87630947525414
2015-06-01 8.86614878370000
2015-07-01 8.89929391702422
2015-08-01 8.87619133528524
2015-09-01 8.92483468495053
2015-10-01 8.85997821880669
2015-11-01 8.83322459618841
2015-12-01 8.91271825721863
2016-01-01 8.95427893441590
2016-02-01 8.98363316413672
2016-03-01 8.94141604084515
2016-04-01 8.96744942900623
2016-05-01 8.97124050356966
2016-06-01 8.97047117676322
2016-07-01 8.99499619839798
2016-08-01 8.98937630193896
2016-09-01 8.93439619522677
2016-10-01 8.95941483152818
2016-11-01 8.93468776266924
2016-12-01 8.89610070653371
2017-01-01 8.94485240510923
2017-02-01 8.88114412080725
2017-03-01 8.95230236677363
2017-04-01 8.86431609374617
2017-05-01 8.87175609124206
2017-06-01 8.97470580644134
2017-07-01 8.79060095853867
2017-08-01 8.81417988545807
2017-09-01 8.84769284621851
2017-10-01 8.64232778093006
2017-11-01 8.62856649901039
2017-12-01 8.67858413556727
2018-01-01 8.63078496225636
2018-02-01 8.68318447484502
2018-03-01 8.65805029050766
2018-04-01 8.86754446913191
2018-05-01 8.78142420387711
2018-06-01 8.78411202450838
2018-07-01 8.78817528925670
2018-08-01 8.73246328601859
2018-09-01 8.75974395495906
2018-10-01 8.72234110963601
2018-11-01 8.81540267539680
2018-12-01 8.66394827451919
2019-01-01 8.52107061328968
2019-02-01 8.47894148845624
2019-03-01 8.46872442646112
2019-04-01 8.47935309882932
2019-05-01 8.38849628323994
2019-06-01 8.38934746965438
2019-07-01 8.38351497685269
2019-08-01 8.34767473575854
2019-09-01 8.57327311984439
2019-10-01 8.50020325166186
2019-11-01 8.50132504476950
2019-12-01 8.45663194635071
2020-01-01 8.51351746386108
2020-02-01 8.47815708612294
2020-03-01 8.37185459849407
2020-04-01 7.89633528760818
2020-05-01 7.59700902182712
2020-06-01 7.89577061263949
2020-07-01 7.87774708295109
2020-08-01 7.84873217837100
2020-09-01 7.87444172737658
2020-10-01 7.98870209956893
2020-11-01 7.98708925438905
2020-12-01 8.05951295651709
2021-01-01 8.11276327922092
2021-02-01 8.07557259684385
2021-03-01 8.18273960814970
2021-04-01 8.11548530745848
2021-05-01 8.09964644427355
2021-06-01 8.09381977800029
2021-07-01 8.16668216121487
2021-08-01 8.24111425523887
2021-09-01 8.17136173386622
2021-10-01 8.18320272387413
2021-11-01 8.28155939062272
2021-12-01 8.26799595092183
2022-01-01 8.21228060303706
2022-02-01 8.38075335512224
2022-03-01 8.38639176628727
2022-04-01 8.33258126062548
2022-05-01 8.40539616965407
2022-06-01 8.39149549169027
2022-07-01 8.36045891256162
2022-08-01 8.22177488982636
2022-09-01 8.25535884176047
2022-10-01 8.28676724532014
2022-11-01 8.17430432773662
2022-12-01 8.17983328222498
2023-01-01 8.21963634240819
2023-02-01 8.18631633960602
2023-03-01 8.19536836424276
2023-04-01 8.34391215549314
2023-05-01 8.20785917584759
2023-06-01 8.08459681052338
2023-07-01 8.15729794128796
2023-08-01 8.21004013525691
2023-09-01 8.13500849876821
2023-10-01 7.98585542253013
2023-11-01 7.97289910037036
2023-12-01 7.88870638924504
2024-01-01 7.72356215534908
2024-02-01 7.69582630746144
2024-03-01 7.60189315654489
2024-04-01 7.64672815854147
2024-05-01 7.61463529014436
2024-06-01 7.58247098741932
2024-07-01 7.56252143113508
2024-08-01 7.50109386027123
2024-09-01 7.41148981714673
2024-10-01 7.38456308259176
2024-11-01 7.36558980867934
2024-12-01 7.39524188007438
2025-01-01 7.42717589839019
2025-02-01 7.40326558179311
2025-03-01 7.41241726373653
2025-04-01 7.34530924377061
2025-05-01 7.31888120257442
2025-06-01 7.38039645962856
2025-07-01 7.36741475331290
2025-08-01 7.39819432624223
2025-09-01 7.49823605942937
2025-10-01 7.58092226007336
2025-11-01 7.56316457656989
2025-12-01 7.49650121968156

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