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 2026-04-01
Last Updated 2026-05-26 1:05 PM 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 7.47874820233076
1990-02-01 7.56542760517236
1990-03-01 7.53535290354738
1990-04-01 7.57791028256949
1990-05-01 7.63871265570429
1990-06-01 7.69988543353422
1990-07-01 7.69087637122823
1990-08-01 7.79370856215338
1990-09-01 7.83572061433690
1990-10-01 7.82881956227136
1990-11-01 7.77359579668133
1990-12-01 7.69940472926136
1991-01-01 7.56496863582843
1991-02-01 7.45788738562211
1991-03-01 7.52489547681033
1991-04-01 7.47695260989308
1991-05-01 7.53914856860102
1991-06-01 7.49836593724671
1991-07-01 7.59713595877664
1991-08-01 7.50119313496635
1991-09-01 7.55175811048738
1991-10-01 7.54074429161281
1991-11-01 7.58141017633442
1991-12-01 7.49315436151235
1992-01-01 7.54425279094537
1992-02-01 7.44967520224086
1992-03-01 7.50642826953947
1992-04-01 7.56681519952487
1992-05-01 7.53484736731491
1992-06-01 7.49644206564556
1992-07-01 7.51004355438314
1992-08-01 7.51566537561493
1992-09-01 7.48080670372817
1992-10-01 7.46000647929612
1992-11-01 7.39468999546081
1992-12-01 7.38513834277986
1993-01-01 7.41226418404164
1993-02-01 7.43574009341954
1993-03-01 7.38389705168402
1993-04-01 7.35872660803646
1993-05-01 7.22629708882154
1993-06-01 7.29532386768420
1993-07-01 7.22517698793692
1993-08-01 7.22742956267518
1993-09-01 7.21242020588355
1993-10-01 7.17726197235669
1993-11-01 7.21168854859421
1993-12-01 7.27820812865039
1994-01-01 7.38671854610659
1994-02-01 7.41854241854626
1994-03-01 7.37109025963711
1994-04-01 7.14851313377846
1994-05-01 7.01625145995946
1994-06-01 7.19178200106650
1994-07-01 7.23109905725685
1994-08-01 7.23464400958017
1994-09-01 7.23251815588721
1994-10-01 7.29514125590235
1994-11-01 7.33132954375172
1994-12-01 7.37859480712537
1995-01-01 7.26810837436452
1995-02-01 7.30504898515941
1995-03-01 7.37334860091969
1995-04-01 7.44699463722582
1995-05-01 7.40307762537455
1995-06-01 7.48549579370342
1995-07-01 7.22271852506382
1995-08-01 7.03521581330199
1995-09-01 7.13385941338142
1995-10-01 7.40725331887976
1995-11-01 7.44772206259143
1995-12-01 7.48342978228959
1996-01-01 7.56723104397938
1996-02-01 7.60823788637622
1996-03-01 7.58803265759669
1996-04-01 7.43804452604369
1996-05-01 7.48846956082945
1996-06-01 7.47879947476074
1996-07-01 7.50780801812506
1996-08-01 7.53646174037358
1996-09-01 7.51632649134111
1996-10-01 7.61358194428802
1996-11-01 7.66339823414351
1996-12-01 7.69189409435321
1997-01-01 7.77396370209097
1997-02-01 7.82233634200534
1997-03-01 7.80311938556130
1997-04-01 7.92594306774691
1997-05-01 7.98173576779968
1997-06-01 7.97098851558109
1997-07-01 8.08696769712104
1997-08-01 8.04273380286004
1997-09-01 7.99549526768293
1997-10-01 7.71569570590358
1997-11-01 7.77390163289378
1997-12-01 7.69628926993334
1998-01-01 7.58650674190323
1998-02-01 7.73911280663734
1998-03-01 7.71775085565018
1998-04-01 7.80216157542193
1998-05-01 7.88470545209358
1998-06-01 7.96714622231677
1998-07-01 7.97057138985117
1998-08-01 7.95376792450574
1998-09-01 7.97295100937852
1998-10-01 7.91849601047285
1998-11-01 7.97684231202078
1998-12-01 7.99630359906395
1999-01-01 8.10237504345278
1999-02-01 7.94935904327021
1999-03-01 8.02318490156829
1999-04-01 7.98397355183408
1999-05-01 7.99137512704654
1999-06-01 7.96470691468968
1999-07-01 7.96156352067093
1999-08-01 8.06571745770117
1999-09-01 8.16572953749031
1999-10-01 8.22169734339014
1999-11-01 8.16564245735911
1999-12-01 8.29009238008562
2000-01-01 8.21948828826784
2000-02-01 8.25721858390961
2000-03-01 8.31547042925105
2000-04-01 8.36678861458803
2000-05-01 8.29850845940060
2000-06-01 8.36991031924439
2000-07-01 8.36565714172414
2000-08-01 8.27716223781786
2000-09-01 8.26629627966442
2000-10-01 8.41840357256864
2000-11-01 8.44636589856242
2000-12-01 8.48222301871138
2001-01-01 8.04333960656777
2001-02-01 8.05904501665557
2001-03-01 7.99880606253175
2001-04-01 8.06181120218568
2001-05-01 7.99946109297565
2001-06-01 7.97761154641553
2001-07-01 7.97347623700599
2001-08-01 7.87805558310079
2001-09-01 7.87653948212260
2001-10-01 7.71558936122758
2001-11-01 7.82635506850169
2001-12-01 7.68195904764625
2002-01-01 7.66085121673592
2002-02-01 7.65864505213083
2002-03-01 7.58414585900797
2002-04-01 7.56239365411479
2002-05-01 7.59273585522026
2002-06-01 7.58717763738154
2002-07-01 7.57565611820064
2002-08-01 7.67135733372772
2002-09-01 7.58632253058824
2002-10-01 7.61604594884111
2002-11-01 7.61364571926952
2002-12-01 7.59165090551710
2003-01-01 7.57691027322732
2003-02-01 7.55351773920558
2003-03-01 7.57674742782258
2003-04-01 7.46314358269726
2003-05-01 7.37681595768807
2003-06-01 7.39100824566663
2003-07-01 7.37580546691872
2003-08-01 7.25893970818145
2003-09-01 7.29982443383269
2003-10-01 7.42604901191125
2003-11-01 7.31465646748452
2003-12-01 7.30058515559202
2004-01-01 7.18293517985580
2004-02-01 7.14347006800508
2004-03-01 7.27087985716250
2004-04-01 7.25947567953021
2004-05-01 7.36224022330014
2004-06-01 7.28888485818396
2004-07-01 7.27685394701504
2004-08-01 7.45888287990971
2004-09-01 7.51022204594303
2004-10-01 7.43851722667292
2004-11-01 7.32092393248881
2004-12-01 7.40371194366065
2005-01-01 7.58491571512400
2005-02-01 7.42661135864422
2005-03-01 7.47521506773208
2005-04-01 7.45001853056261
2005-05-01 7.64832903838372
2005-06-01 7.48941106839207
2005-07-01 7.47735405093129
2005-08-01 7.46613787380018
2005-09-01 7.31679392525154
2005-10-01 7.45015128975958
2005-11-01 7.43439679776841
2005-12-01 7.39904825457457
2006-01-01 7.47778224860827
2006-02-01 7.50561721352727
2006-03-01 7.48662036957284
2006-04-01 7.64259841946442
2006-05-01 7.54136391230497
2006-06-01 7.58885697233398
2006-07-01 7.67589539282669
2006-08-01 7.67935362086084
2006-09-01 7.72263596973464
2006-10-01 7.75851214728329
2006-11-01 7.84213715469890
2006-12-01 7.99101481992822
2007-01-01 7.96630963948097
2007-02-01 8.08725189789912
2007-03-01 8.09889553276050
2007-04-01 8.14063901833940
2007-05-01 8.14161840346498
2007-06-01 8.19417096032003
2007-07-01 8.07663923358853
2007-08-01 8.08470930419900
2007-09-01 8.12823631286901
2007-10-01 8.05716985045534
2007-11-01 8.14804924835730
2007-12-01 8.07501542660288
2008-01-01 8.15976624085016
2008-02-01 8.17863931793241
2008-03-01 8.10512632391495
2008-04-01 8.24449467340998
2008-05-01 8.14884890026154
2008-06-01 8.09504097355441
2008-07-01 8.18158268074788
2008-08-01 8.09107906904136
2008-09-01 8.12996971370737
2008-10-01 8.14509200037680
2008-11-01 7.94433452035418
2008-12-01 7.96669094409325
2009-01-01 7.85712370454558
2009-02-01 7.77993323734849
2009-03-01 7.70380176583941
2009-04-01 7.65279246957610
2009-05-01 7.65943893601798
2009-06-01 7.59810473623257
2009-07-01 7.58741938670856
2009-08-01 7.59329767063122
2009-09-01 7.52285219061987
2009-10-01 7.52442744820930
2009-11-01 7.54101908882416
2009-12-01 7.56728301613752
2010-01-01 7.55890970382043
2010-02-01 7.48832881374153
2010-03-01 7.59605811753250
2010-04-01 7.56304746303909
2010-05-01 7.57172300849752
2010-06-01 7.59358883218856
2010-07-01 7.59420414042626
2010-08-01 7.69119735092704
2010-09-01 7.61526483920148
2010-10-01 7.70685114083684
2010-11-01 7.73445977431793
2010-12-01 7.78060317795576
2011-01-01 7.76261409128874
2011-02-01 7.79552701854618
2011-03-01 7.78330505439199
2011-04-01 7.86931946663782
2011-05-01 7.88389459580799
2011-06-01 7.88534113043849
2011-07-01 7.90057315933223
2011-08-01 7.88581826912285
2011-09-01 8.01138125367642
2011-10-01 8.00098754398101
2011-11-01 7.92764247610692
2011-12-01 7.99440521398695
2012-01-01 8.06921435737161
2012-02-01 8.19697546587106
2012-03-01 8.16960536366080
2012-04-01 8.17196195643436
2012-05-01 8.18982649415911
2012-06-01 8.27482233019817
2012-07-01 8.30700369309608
2012-08-01 8.28265196966066
2012-09-01 8.40644727447195
2012-10-01 8.41055872064732
2012-11-01 8.42305792228840
2012-12-01 8.41168848875091
2013-01-01 8.47023992568949
2013-02-01 8.49035193559468
2013-03-01 8.55770036870616
2013-04-01 8.57265986778623
2013-05-01 8.59026822361150
2013-06-01 8.66830519783338
2013-07-01 8.70674534536059
2013-08-01 8.78097703192789
2013-09-01 8.80692771580035
2013-10-01 8.82653363704599
2013-11-01 8.82373064959545
2013-12-01 8.92405218890982
2014-01-01 8.76584541922922
2014-02-01 8.68549624941805
2014-03-01 8.74597209248494
2014-04-01 8.77376806896061
2014-05-01 8.78528198311018
2014-06-01 8.76559012323179
2014-07-01 8.70326246950721
2014-08-01 8.77633964212487
2014-09-01 8.71183861766708
2014-10-01 8.74697808641412
2014-11-01 8.83036868241631
2014-12-01 8.82494926708676
2015-01-01 8.86061475557441
2015-02-01 8.88280863747701
2015-03-01 8.94149131645320
2015-04-01 8.86956018165385
2015-05-01 8.87651871012034
2015-06-01 8.86464682429967
2015-07-01 8.89953749347193
2015-08-01 8.87637479934584
2015-09-01 8.92519786720853
2015-10-01 8.86052475390922
2015-11-01 8.83482342452878
2015-12-01 8.91370040150945
2016-01-01 8.95534336264661
2016-02-01 8.98471112322278
2016-03-01 8.94073043009599
2016-04-01 8.96240554681644
2016-05-01 8.97181196518252
2016-06-01 8.96834659021873
2016-07-01 8.99526547530711
2016-08-01 8.99003028681992
2016-09-01 8.93502675144921
2016-10-01 8.95999556081398
2016-11-01 8.93656097334029
2016-12-01 8.89749119007898
2017-01-01 8.94666187883595
2017-02-01 8.88334379498248
2017-03-01 8.95218282905054
2017-04-01 8.85523609824928
2017-05-01 8.87362804257037
2017-06-01 8.97198253221280
2017-07-01 8.79037317539618
2017-08-01 8.81500682601367
2017-09-01 8.84859142214862
2017-10-01 8.64291657873620
2017-11-01 8.63045850362930
2017-12-01 8.68048914194736
2018-01-01 8.63341757125888
2018-02-01 8.68647427658592
2018-03-01 8.65782387507959
2018-04-01 8.85704696475674
2018-05-01 8.78423578015852
2018-06-01 8.78044122825862
2018-07-01 8.78707608397867
2018-08-01 8.73305736567919
2018-09-01 8.76049309994809
2018-10-01 8.72247759459787
2018-11-01 8.81674713228744
2018-12-01 8.66578187142487
2019-01-01 8.52768257900191
2019-02-01 8.48289508965174
2019-03-01 8.46811193950715
2019-04-01 8.46719339345358
2019-05-01 8.39198092608014
2019-06-01 8.38525813156322
2019-07-01 8.38145360703650
2019-08-01 8.34579088864949
2019-09-01 8.57417845387619
2019-10-01 8.50081883328660
2019-11-01 8.50316788823401
2019-12-01 8.45934868189523
2020-01-01 8.52446385983176
2020-02-01 8.48206391363423
2020-03-01 8.36986104658320
2020-04-01 7.88526183607796
2020-05-01 7.59838985886168
2020-06-01 7.88897623355274
2020-07-01 7.87441034544498
2020-08-01 7.84267813474961
2020-09-01 7.87666840179748
2020-10-01 7.99164361037069
2020-11-01 7.99178574277118
2020-12-01 8.06508658238232
2021-01-01 8.12988099629826
2021-02-01 8.08013585270777
2021-03-01 8.17715848915648
2021-04-01 8.10577781653166
2021-05-01 8.09332566774514
2021-06-01 8.07997476449913
2021-07-01 8.15964043575302
2021-08-01 8.23079686901993
2021-09-01 8.17854877769970
2021-10-01 8.19086341518773
2021-11-01 8.29315528742879
2021-12-01 8.28550317097348
2022-01-01 8.23704394107753
2022-02-01 8.38473680399649
2022-03-01 8.37273747638359
2022-04-01 8.32033017472228
2022-05-01 8.38351219144065
2022-06-01 8.36710862097066
2022-07-01 8.34848723673993
2022-08-01 8.20820479635380
2022-09-01 8.27286698741031
2022-10-01 8.30109920126107
2022-11-01 8.19725886892089
2022-12-01 8.21309504485361
2023-01-01 8.25637479672899
2023-02-01 8.18698211065985
2023-03-01 8.17130963157277
2023-04-01 8.32287545552531
2023-05-01 8.16684400295193
2023-06-01 8.04878704311447
2023-07-01 8.13916561218980
2023-08-01 8.19519872461827
2023-09-01 8.16446457220986
2023-10-01 8.00948093626439
2023-11-01 8.01030743057305
2023-12-01 7.94028299917444
2024-01-01 7.76775432506469
2024-02-01 7.69266596957255
2024-03-01 7.56946334180317
2024-04-01 7.61224319353380
2024-05-01 7.65544373469751
2024-06-01 7.63631380318408
2024-07-01 7.63917191822848
2024-08-01 7.58633898379672
2024-09-01 7.55239385074994
2024-10-01 7.61731579324824
2024-11-01 7.61672476079275
2024-12-01 7.76033055010787
2025-01-01 8.07667977596454
2025-02-01 8.09695573948178
2025-03-01 8.27393397268027
2025-04-01 8.29908705240228
2025-05-01 8.34611910110941
2025-06-01 8.42592666653895
2025-07-01 8.43923514507559
2025-08-01 8.48580330195827
2025-09-01 8.54727424491644
2025-10-01 8.62133985310179
2025-11-01 8.62478966877352
2025-12-01 8.57350292227671
2026-01-01 8.57492980579191
2026-02-01 8.60033046089281
2026-03-01 8.57308641195162
2026-04-01 8.58761056494802

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