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

Title All Employees: Service-Providing in Spartanburg, SC (MSA)
Series ID SMU45439000700000001SA
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 1:02 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 75.5908056820572
1990-02-01 76.0006580698090
1990-03-01 76.2194738927771
1990-04-01 76.1066175360847
1990-05-01 76.4548872709748
1990-06-01 76.2156495050680
1990-07-01 75.9560173017299
1990-08-01 76.0909811490675
1990-09-01 76.0510112573061
1990-10-01 76.1877972498706
1990-11-01 76.1182947876770
1990-12-01 76.1882763055045
1991-01-01 75.6831283547103
1991-02-01 75.8752969579388
1991-03-01 75.9187857582487
1991-04-01 75.5365282637582
1991-05-01 75.7091635520044
1991-06-01 75.7582179754450
1991-07-01 75.8413299583475
1991-08-01 75.4308628207164
1991-09-01 75.8331788702122
1991-10-01 75.5996261764011
1991-11-01 75.9188318832789
1991-12-01 75.7591797444605
1992-01-01 76.3669353591680
1992-02-01 76.0550788707200
1992-03-01 76.3052396661865
1992-04-01 77.0861607217565
1992-05-01 77.4978001524665
1992-06-01 77.2898181295902
1992-07-01 77.0593602489107
1992-08-01 77.1898445840125
1992-09-01 77.3165447377805
1992-10-01 77.7611290405938
1992-11-01 77.7785773122362
1992-12-01 78.0973710199120
1993-01-01 78.9815185948512
1993-02-01 79.0291949448154
1993-03-01 78.9776673024261
1993-04-01 79.9713808113091
1993-05-01 79.7955230010305
1993-06-01 79.8120573612687
1993-07-01 80.6456827871063
1993-08-01 80.9790167695320
1993-09-01 81.0209828304569
1993-10-01 81.0946400042913
1993-11-01 81.2973624031163
1993-12-01 81.5001777019598
1994-01-01 81.2035426721569
1994-02-01 81.7639755785521
1994-03-01 82.0524311251475
1994-04-01 81.9618201629274
1994-05-01 82.3016289079965
1994-06-01 82.6867368076756
1994-07-01 83.0347939378051
1994-08-01 83.3396478705188
1994-09-01 83.5299100699310
1994-10-01 82.8084006389620
1994-11-01 83.1587648865839
1994-12-01 83.5918299392729
1995-01-01 83.5966372349539
1995-02-01 83.5121959415284
1995-03-01 84.2413630723143
1995-04-01 84.0759799858129
1995-05-01 84.3513974980731
1995-06-01 85.0521952520122
1995-07-01 84.9269927760864
1995-08-01 85.5204282475538
1995-09-01 85.4675971451672
1995-10-01 86.7895471802740
1995-11-01 87.6640074260690
1995-12-01 86.8090841682144
1996-01-01 87.1243712234734
1996-02-01 87.5432503669523
1996-03-01 87.2243714514163
1996-04-01 86.6642352861695
1996-05-01 87.1630751881446
1996-06-01 87.1375463778665
1996-07-01 87.2284451513546
1996-08-01 86.7006794199885
1996-09-01 86.8066317544943
1996-10-01 86.7784253927358
1996-11-01 87.3105189034182
1996-12-01 87.4933205624024
1997-01-01 88.9256407711359
1997-02-01 88.8386318155219
1997-03-01 88.6845731891424
1997-04-01 89.3957666170531
1997-05-01 89.1165733139224
1997-06-01 89.1744598277957
1997-07-01 89.4077609326550
1997-08-01 90.0335698663799
1997-09-01 90.3745574953096
1997-10-01 90.2221582047787
1997-11-01 90.5485277779907
1997-12-01 91.5161307821850
1998-01-01 90.0914656879571
1998-02-01 89.9926095309429
1998-03-01 90.0921175404669
1998-04-01 90.2255249822104
1998-05-01 90.9583152519394
1998-06-01 91.3503860957247
1998-07-01 91.5930022112122
1998-08-01 90.8687356482164
1998-09-01 91.6856763832907
1998-10-01 92.3839628601586
1998-11-01 92.5643993249429
1998-12-01 93.3259344619640
1999-01-01 92.9795171618700
1999-02-01 92.9585262276786
1999-03-01 93.8277467733842
1999-04-01 93.2623094696614
1999-05-01 93.4882784911608
1999-06-01 93.3074078702334
1999-07-01 93.8084013171655
1999-08-01 93.8214117537536
1999-09-01 93.7877596375878
1999-10-01 93.5794533070611
1999-11-01 93.7550912243898
1999-12-01 93.4600956283898
2000-01-01 93.9543114198386
2000-02-01 94.0126864408183
2000-03-01 93.9240997571972
2000-04-01 94.5958707494801
2000-05-01 94.4760389424139
2000-06-01 94.7976849720901
2000-07-01 94.0352410786763
2000-08-01 94.1094509397434
2000-09-01 94.2440139521679
2000-10-01 94.8709880516625
2000-11-01 94.6780311815964
2000-12-01 94.7449388484527
2001-01-01 93.0896136532778
2001-02-01 93.7906088370615
2001-03-01 93.7333240620565
2001-04-01 93.8469060508984
2001-05-01 93.5957303339784
2001-06-01 93.2700232085070
2001-07-01 92.6827973422973
2001-08-01 93.0635837274684
2001-09-01 92.9154738056646
2001-10-01 91.3489286169633
2001-11-01 91.5284938092747
2001-12-01 91.4961297216229
2002-01-01 92.3395175210885
2002-02-01 92.6155769297619
2002-03-01 93.2234845756899
2002-04-01 92.0182514025276
2002-05-01 92.1369722855615
2002-06-01 91.8665371361309
2002-07-01 92.4651982912870
2002-08-01 92.1001425864000
2002-09-01 92.0800840836910
2002-10-01 92.1283573257518
2002-11-01 92.3748952913474
2002-12-01 92.4088980361703
2003-01-01 92.1622316749458
2003-02-01 92.4853758176068
2003-03-01 92.6878174003753
2003-04-01 93.0021470445005
2003-05-01 93.0448430472969
2003-06-01 92.3618157117728
2003-07-01 93.9048897289429
2003-08-01 94.0214069245392
2003-09-01 95.1879659473399
2003-10-01 94.1332517661467
2003-11-01 93.5648849971621
2003-12-01 93.6927165138582
2004-01-01 93.4904770002664
2004-02-01 93.0371244158769
2004-03-01 93.3982408713086
2004-04-01 93.6970512859080
2004-05-01 93.6647874481947
2004-06-01 94.0627392120650
2004-07-01 94.1665619426667
2004-08-01 93.9868715821184
2004-09-01 94.7864343347601
2004-10-01 95.1317205241747
2004-11-01 96.0681531030103
2004-12-01 96.2027323485394
2005-01-01 95.0619318337730
2005-02-01 95.2644769939985
2005-03-01 95.2678809945980
2005-04-01 95.0498874424075
2005-05-01 95.6668132479992
2005-06-01 95.7476297887806
2005-07-01 95.9420972594152
2005-08-01 96.0082208751797
2005-09-01 95.5796933431703
2005-10-01 95.9402575877927
2005-11-01 96.6348358792414
2005-12-01 95.4473969684267
2006-01-01 96.6044602697520
2006-02-01 96.8846509872858
2006-03-01 96.6134700859363
2006-04-01 97.0265401992202
2006-05-01 96.8647147395527
2006-06-01 96.0092834255524
2006-07-01 96.4511886449818
2006-08-01 96.7369997038847
2006-09-01 97.1397694655990
2006-10-01 97.3853693945406
2006-11-01 97.7689793604609
2006-12-01 97.8329667036483
2007-01-01 98.4327581868653
2007-02-01 98.6949932794870
2007-03-01 99.5428936293240
2007-04-01 99.2238594949157
2007-05-01 99.1244798738803
2007-06-01 99.6983537919319
2007-07-01 99.9167765885501
2007-08-01 100.1086025154930
2007-09-01 100.2718530931810
2007-10-01 99.6875676972023
2007-11-01 100.1216298852630
2007-12-01 100.3783330648270
2008-01-01 100.7050893507580
2008-02-01 100.9289313403180
2008-03-01 101.1669132680180
2008-04-01 100.8487991905950
2008-05-01 100.4993658500490
2008-06-01 100.1226108072440
2008-07-01 99.9960725617590
2008-08-01 99.4362331769440
2008-09-01 98.7918332722458
2008-10-01 98.5143256914693
2008-11-01 97.8131193494761
2008-12-01 97.2125797208670
2009-01-01 96.7218363058313
2009-02-01 95.8533026059571
2009-03-01 95.3639072754033
2009-04-01 95.0719797000236
2009-05-01 94.7988587037322
2009-06-01 94.6834319432328
2009-07-01 94.2179225269488
2009-08-01 95.0291946872113
2009-09-01 95.0612829446599
2009-10-01 94.8913182422354
2009-11-01 95.0695892982573
2009-12-01 95.3426172631905
2010-01-01 94.8774035030385
2010-02-01 94.7919281858772
2010-03-01 94.8975143537601
2010-04-01 94.8864771605185
2010-05-01 95.6761581308152
2010-06-01 95.5100411123751
2010-07-01 96.1327914378035
2010-08-01 95.9664113721362
2010-09-01 96.2615835179359
2010-10-01 96.5258791402450
2010-11-01 96.4910675252988
2010-12-01 96.9315712642722
2011-01-01 96.7990730155698
2011-02-01 97.3544484276644
2011-03-01 97.4424197061227
2011-04-01 97.4665285691993
2011-05-01 97.4471545794241
2011-06-01 97.4243604794451
2011-07-01 96.2785766715865
2011-08-01 97.3516447022921
2011-09-01 97.4241703725001
2011-10-01 97.0210398958594
2011-11-01 97.0574673451957
2011-12-01 96.7956824290689
2012-01-01 98.1263889130485
2012-02-01 98.9148345853777
2012-03-01 99.5120691964242
2012-04-01 98.7321992157427
2012-05-01 98.6427115443299
2012-06-01 98.9346905891148
2012-07-01 99.1782589817892
2012-08-01 98.9899821686770
2012-09-01 99.6879441888615
2012-10-01 100.2875988442490
2012-11-01 100.6764002559800
2012-12-01 100.3122271771500
2013-01-01 101.4819846653820
2013-02-01 102.0202195407430
2013-03-01 101.8990264702390
2013-04-01 102.0834221788510
2013-05-01 102.3085743919380
2013-06-01 102.8682013038550
2013-07-01 102.6155495721980
2013-08-01 103.3585862370190
2013-09-01 103.7102727656200
2013-10-01 103.8151305582700
2013-11-01 104.3916721109200
2013-12-01 104.8421023793290
2014-01-01 103.8692210573600
2014-02-01 103.6171847065700
2014-03-01 105.1344533690400
2014-04-01 105.1338247452820
2014-05-01 105.1822777945780
2014-06-01 105.6211694886960
2014-07-01 105.6584126826610
2014-08-01 105.6664174331830
2014-09-01 105.7091380258990
2014-10-01 106.0867523266620
2014-11-01 106.4745461758550
2014-12-01 106.3765145227310
2015-01-01 106.4154502775360
2015-02-01 106.6176362787010
2015-03-01 106.9516280183920
2015-04-01 107.4189258237980
2015-05-01 108.0650578923400
2015-06-01 108.0151695014400
2015-07-01 109.5525176996350
2015-08-01 109.4286380126910
2015-09-01 109.5348734177040
2015-10-01 109.8844621207950
2015-11-01 109.5666157173520
2015-12-01 109.7680962370910
2016-01-01 109.4722393474140
2016-02-01 109.9774059384430
2016-03-01 110.2284477228640
2016-04-01 110.8076923645390
2016-05-01 111.5799918227200
2016-06-01 111.7903248409480
2016-07-01 112.2755863435300
2016-08-01 112.2772346668740
2016-09-01 112.4891240409430
2016-10-01 113.1130820050080
2016-11-01 113.3724900102320
2016-12-01 113.8278807243640
2017-01-01 114.7880806714170
2017-02-01 115.0198517081320
2017-03-01 115.0735536336010
2017-04-01 115.8191950684280
2017-05-01 115.5185878174150
2017-06-01 116.0939484633690
2017-07-01 115.8333225733320
2017-08-01 116.0918275016860
2017-09-01 116.3548121956520
2017-10-01 115.8251973010620
2017-11-01 116.4120862832360
2017-12-01 116.9977614672230
2018-01-01 117.1601946937010
2018-02-01 117.8519674019880
2018-03-01 118.0074411249470
2018-04-01 117.2826468602570
2018-05-01 117.4101942091120
2018-06-01 117.6712903905490
2018-07-01 118.3380334094270
2018-08-01 118.1690082796420
2018-09-01 118.3667444884020
2018-10-01 118.6094065789100
2018-11-01 120.1939154938310
2018-12-01 119.7190956909770
2019-01-01 120.4656260267340
2019-02-01 120.3778280753610
2019-03-01 121.0607606481460
2019-04-01 121.0825897832830
2019-05-01 121.0889059239410
2019-06-01 120.8203373394090
2019-07-01 121.0973189420420
2019-08-01 121.7766174824890
2019-09-01 122.1850525939700
2019-10-01 121.9628454024490
2019-11-01 121.8742973301860
2019-12-01 121.5505809998120
2020-01-01 121.9462462150600
2020-02-01 121.6454776385660
2020-03-01 121.4190984711750
2020-04-01 107.4104163222050
2020-05-01 111.3839346909970
2020-06-01 114.7231796046840
2020-07-01 114.8666032492590
2020-08-01 118.2385210737120
2020-09-01 118.4326230882360
2020-10-01 119.1327118601270
2020-11-01 119.4680817092840
2020-12-01 120.0375805761200
2021-01-01 119.1368495991750
2021-02-01 119.0065694504020
2021-03-01 119.5369279018510
2021-04-01 119.3944860607660
2021-05-01 119.7533037144660
2021-06-01 120.4179890504060
2021-07-01 120.3253020099010
2021-08-01 121.2605100936390
2021-09-01 120.2243380981210
2021-10-01 120.4888381614720
2021-11-01 120.6723016663780
2021-12-01 121.2294675098250
2022-01-01 120.9681872748830
2022-02-01 122.0865383068100
2022-03-01 121.6045338815320
2022-04-01 122.3615028503270
2022-05-01 122.4045993910890
2022-06-01 121.1385811952370
2022-07-01 122.9312022969730
2022-08-01 122.6519509017650
2022-09-01 123.4357872787490
2022-10-01 123.4637831757800
2022-11-01 123.7134134268000
2022-12-01 124.1142285180210
2023-01-01 124.9064218990850
2023-02-01 124.8540685463010
2023-03-01 125.4840402989590
2023-04-01 125.2646572203660
2023-05-01 125.4075700854700
2023-06-01 125.9917052020860
2023-07-01 126.1205778715440
2023-08-01 126.9960736522120
2023-09-01 127.2523652591730
2023-10-01 127.5745278416880
2023-11-01 127.9616499130110
2023-12-01 128.1285165471470
2024-01-01 127.6570959794740
2024-02-01 128.0631200528360
2024-03-01 127.9127706939680
2024-04-01 128.1361571710590
2024-05-01 128.3090345991480
2024-06-01 128.2591089176270
2024-07-01 128.7674348995100
2024-08-01 128.7006027731520
2024-09-01 129.4572057446470
2024-10-01 127.6069863344730
2024-11-01 127.7358878191440
2024-12-01 127.7052577679740
2025-01-01 128.5681823160360
2025-02-01 129.3922393631840
2025-03-01 129.4064492424780
2025-04-01 128.9714722335080
2025-05-01 129.4187847263660
2025-06-01 129.2528509405540
2025-07-01 128.7569094162220
2025-08-01 128.4838791343700
2025-09-01 128.5587173383370
2025-10-01 128.9222645955630
2025-11-01 128.8590907477530
2025-12-01 128.6520288686760
2026-01-01 129.0665253274440
2026-02-01 128.4285726328480
2026-03-01 128.5876248764850
2026-04-01 129.1390766235190

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