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 2026-01-01
Last Updated 2026-04-10 11:41 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 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 76.3669353591681
1992-02-01 76.0550788707200
1992-03-01 76.3052396661864
1992-04-01 77.0861607217564
1992-05-01 77.4978001524665
1992-06-01 77.2898181295902
1992-07-01 77.0593602489107
1992-08-01 77.1898445840125
1992-09-01 77.3165447377806
1992-10-01 77.7611290405938
1992-11-01 77.7785773122363
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 79.8120573612686
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 81.9618201629273
1994-05-01 82.3016289079965
1994-06-01 82.6867368076755
1994-07-01 83.0347939378050
1994-08-01 83.3396478705188
1994-09-01 83.5299100699310
1994-10-01 82.8084006389621
1994-11-01 83.1587648865840
1994-12-01 83.5918299392729
1995-01-01 83.5966372349540
1995-02-01 83.5121959415284
1995-03-01 84.2413630723143
1995-04-01 84.0759799858129
1995-05-01 84.3513974980730
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 86.8090841682143
1996-01-01 87.1243712234732
1996-02-01 87.5432503669521
1996-03-01 87.2243714514161
1996-04-01 86.6642352861695
1996-05-01 87.1630751881449
1996-06-01 87.1375463778672
1996-07-01 87.2284451513554
1996-08-01 86.7006794199890
1996-09-01 86.8066317544943
1996-10-01 86.7784253927352
1996-11-01 87.3105189034171
1996-12-01 87.4933205624013
1997-01-01 88.9256407711347
1997-02-01 88.8386318155211
1997-03-01 88.6845731891423
1997-04-01 89.3957666170540
1997-05-01 89.1165733139242
1997-06-01 89.1744598277984
1997-07-01 89.4077609326578
1997-08-01 90.0335698663816
1997-09-01 90.3745574953092
1997-10-01 90.2221582047760
1997-11-01 90.5485277779866
1997-12-01 91.5161307821809
1998-01-01 90.0914656879525
1998-02-01 89.9926095309413
1998-03-01 90.0921175404674
1998-04-01 90.2255249822133
1998-05-01 90.9583152519446
1998-06-01 91.3503860957323
1998-07-01 91.5930022112207
1998-08-01 90.8687356482244
1998-09-01 91.6856763832940
1998-10-01 92.3839628601509
1998-11-01 92.5643993249238
1998-12-01 93.3259344619389
1999-01-01 92.9795171618686
1999-02-01 92.9585262276795
1999-03-01 93.8277467733930
1999-04-01 93.2623094696676
1999-05-01 93.4882784911717
1999-06-01 93.3074078702490
1999-07-01 93.8084013171835
1999-08-01 93.8214117537704
1999-09-01 93.7877596375947
1999-10-01 93.5794533070450
1999-11-01 93.7550912243505
1999-12-01 93.4600956283379
2000-01-01 93.9543114198346
2000-02-01 94.0126864408171
2000-03-01 93.9240997572105
2000-04-01 94.5958707494868
2000-05-01 94.4760389424293
2000-06-01 94.7976849721507
2000-07-01 94.0352410787145
2000-08-01 94.1094509397832
2000-09-01 94.2440139521701
2000-10-01 94.8709880516382
2000-11-01 94.6780311815215
2000-12-01 94.7449388483405
2001-01-01 93.0896136532322
2001-02-01 93.7906088370246
2001-03-01 93.7333240620675
2001-04-01 93.8469060509413
2001-05-01 93.5957303340767
2001-06-01 93.2700232087142
2001-07-01 92.6827973424442
2001-08-01 93.0635837275670
2001-09-01 92.9154738055959
2001-10-01 91.3489286167876
2001-11-01 91.5284938089143
2001-12-01 91.4961297212230
2002-01-01 92.3395175210237
2002-02-01 92.6155769298444
2002-03-01 93.2234845759395
2002-04-01 92.0182514028709
2002-05-01 92.1369722859520
2002-06-01 91.8665371365855
2002-07-01 92.4651982915220
2002-08-01 92.1001425864233
2002-09-01 92.0800840832975
2002-10-01 92.1283573251115
2002-11-01 92.3748952904451
2002-12-01 92.4088980349903
2003-01-01 92.1622316750199
2003-02-01 92.4853758181647
2003-03-01 92.6878174012228
2003-04-01 93.0021470453228
2003-05-01 93.0448430478720
2003-06-01 92.3618157136512
2003-07-01 93.9048897289608
2003-08-01 94.0214069245630
2003-09-01 95.1879659468720
2003-10-01 94.1332517652147
2003-11-01 93.5648849956449
2003-12-01 93.6927165107573
2004-01-01 93.4904769973951
2004-02-01 93.0371244120996
2004-03-01 93.3982408816044
2004-04-01 93.6970512832168
2004-05-01 93.6647874475805
2004-06-01 94.0627392174718
2004-07-01 94.1665619469526
2004-08-01 93.9868715867871
2004-09-01 94.7864343372132
2004-10-01 95.1317205225211
2004-11-01 96.0681530975844
2004-12-01 96.2027323381617
2005-01-01 95.0619318216099
2005-02-01 95.2644769801178
2005-03-01 95.2678810113394
2005-04-01 95.0498874362258
2005-05-01 95.6668132500218
2005-06-01 95.7476298055727
2005-07-01 95.9420972780381
2005-08-01 96.0082208938329
2005-09-01 95.5796933535994
2005-10-01 95.9402575847730
2005-11-01 96.6348358644988
2005-12-01 95.4473969442243
2006-01-01 96.6044602379946
2006-02-01 96.8846509511932
2006-03-01 96.6134700979086
2006-04-01 97.0265401745992
2006-05-01 96.8647147236744
2006-06-01 96.0092834348029
2006-07-01 96.4511888049569
2006-08-01 96.7369997383480
2006-09-01 97.1397695038576
2006-10-01 97.3853694256212
2006-11-01 97.7689793777175
2006-12-01 97.8329664704728
2007-01-01 98.4327581519643
2007-02-01 98.6949932140085
2007-03-01 99.5428935926268
2007-04-01 99.2238594180469
2007-05-01 99.1244798258613
2007-06-01 99.6983538166332
2007-07-01 99.9167769639332
2007-08-01 100.1086026738440
2007-09-01 100.2718532781880
2007-10-01 99.6875678435260
2007-11-01 100.1216299405050
2007-12-01 100.3783325328990
2008-01-01 100.7050891724310
2008-02-01 100.9289310843620
2008-03-01 101.1669130507290
2008-04-01 100.8487989864420
2008-05-01 100.4993657560480
2008-06-01 100.1226109012060
2008-07-01 99.9960733869966
2008-08-01 99.4362335766799
2008-09-01 98.7918337616287
2008-10-01 98.5143261337930
2008-11-01 97.8131196211783
2008-12-01 97.2125784592387
2009-01-01 96.7218361563912
2009-02-01 95.8533016461058
2009-03-01 95.3639067178789
2009-04-01 95.0719794692394
2009-05-01 94.7988586013662
2009-06-01 94.6834320553995
2009-07-01 94.2179234569093
2009-08-01 95.0291961678960
2009-09-01 95.0612837474554
2009-10-01 94.8913191813655
2009-11-01 95.0695903237208
2009-12-01 95.3426149627678
2010-01-01 94.8774043536486
2010-02-01 94.7919228932621
2010-03-01 94.8975140984305
2010-04-01 94.8864772717185
2010-05-01 95.6761582726735
2010-06-01 95.5100415742313
2010-07-01 96.1327930870654
2010-08-01 95.9664145910167
2010-09-01 96.2615851599845
2010-10-01 96.5258806565554
2010-11-01 96.4910686776098
2010-12-01 96.9315659927121
2011-01-01 96.7990780610055
2011-02-01 97.3544359669029
2011-03-01 97.4424186617607
2011-04-01 97.4665286827139
2011-05-01 97.4471553432982
2011-06-01 97.4243621000409
2011-07-01 96.2785799861283
2011-08-01 97.3516511252269
2011-09-01 97.4241739453893
2011-10-01 97.0210424303579
2011-11-01 97.0574683584850
2011-12-01 96.7956743295381
2012-01-01 98.1263970830458
2012-02-01 98.9148139171959
2012-03-01 99.5120652596854
2012-04-01 98.7321953723199
2012-05-01 98.6427073685890
2012-06-01 98.9346873633087
2012-07-01 99.1782697704954
2012-08-01 98.9899945573356
2012-09-01 99.6879617805864
2012-10-01 100.2876207138050
2012-11-01 100.6764187390390
2012-12-01 100.3122271748420
2013-01-01 101.4819478868890
2013-02-01 102.0201833601750
2013-03-01 101.8990027270830
2013-04-01 102.0833988225700
2013-05-01 102.3085569416800
2013-06-01 102.8681954956430
2013-07-01 102.6155795050630
2013-08-01 103.3586250643740
2013-09-01 103.7103341552050
2013-10-01 103.8152036782320
2013-11-01 104.3917303713460
2013-12-01 104.8421126990880
2014-01-01 103.8691081374180
2014-02-01 103.6170937570850
2014-03-01 105.1343642061540
2014-04-01 105.1337490323440
2014-05-01 105.1822368621500
2014-06-01 105.6211712385680
2014-07-01 105.6584814520410
2014-08-01 105.6665097370650
2014-09-01 105.7092932497730
2014-10-01 106.0868999242210
2014-11-01 106.4747136744810
2014-12-01 106.3766467778090
2015-01-01 106.4154266622990
2015-02-01 106.6171025694290
2015-03-01 106.9509420441320
2015-04-01 107.4190190829300
2015-05-01 108.0651705952280
2015-06-01 108.0153042815720
2015-07-01 109.5527075003480
2015-08-01 109.4288417472380
2015-09-01 109.5351384585440
2015-10-01 109.8846638071700
2015-11-01 109.5668868705700
2015-12-01 109.7682811901800
2016-01-01 109.4722627879840
2016-02-01 109.9763198961600
2016-03-01 110.2270769702530
2016-04-01 110.8079611982930
2016-05-01 111.5803114888900
2016-06-01 111.7906379770070
2016-07-01 112.2759838923000
2016-08-01 112.2776467492270
2016-09-01 112.4896093463840
2016-10-01 113.1134260750680
2016-11-01 113.3728982870510
2016-12-01 113.8280658949050
2017-01-01 114.7879611993860
2017-02-01 115.0177654841150
2017-03-01 115.0708072378970
2017-04-01 115.8203209067190
2017-05-01 115.5194361704540
2017-06-01 116.0945937475800
2017-07-01 115.8340121287680
2017-08-01 116.0924926619840
2017-09-01 116.3554887953360
2017-10-01 115.8256019430990
2017-11-01 116.4124028782450
2017-12-01 116.9982393761000
2018-01-01 117.1594803661170
2018-02-01 117.8489929952530
2018-03-01 118.0036757700280
2018-04-01 117.2843513181920
2018-05-01 117.4114327581070
2018-06-01 117.6722071845060
2018-07-01 118.3389468612200
2018-08-01 118.1701367836170
2018-09-01 118.3676772096260
2018-10-01 118.6099947817770
2018-11-01 120.1944270265210
2018-12-01 119.7205143482560
2019-01-01 120.4651884606810
2019-02-01 120.3698600801700
2019-03-01 121.0568711920110
2019-04-01 121.0856701449660
2019-05-01 121.0910908502380
2019-06-01 120.8216628720790
2019-07-01 121.0987648433830
2019-08-01 121.7783684715160
2019-09-01 122.1861691497110
2019-10-01 121.9634735363260
2019-11-01 121.8747104183650
2019-12-01 121.5525753380880
2020-01-01 121.9457379184590
2020-02-01 121.6329703922160
2020-03-01 121.4161992985470
2020-04-01 107.4133802437210
2020-05-01 111.3863334021550
2020-06-01 114.7246830682110
2020-07-01 114.8684976889200
2020-08-01 118.2411088212340
2020-09-01 118.4345698595380
2020-10-01 119.1343320841250
2020-11-01 119.4692210335040
2020-12-01 120.0398339627590
2021-01-01 119.1359943315810
2021-02-01 118.9890359431390
2021-03-01 119.5336138372240
2021-04-01 119.3965095027550
2021-05-01 119.7553908859180
2021-06-01 120.4199088322200
2021-07-01 120.3288136658510
2021-08-01 121.2666766969360
2021-09-01 120.2293739077370
2021-10-01 120.4939635829510
2021-11-01 120.6674378895210
2021-12-01 121.2381928140000
2022-01-01 120.9707469215590
2022-02-01 122.0535672190150
2022-03-01 121.6013072732840
2022-04-01 122.3608269430150
2022-05-01 122.4049238983370
2022-06-01 121.1401870211180
2022-07-01 122.9353956664630
2022-08-01 122.6611613874990
2022-09-01 123.4450437050550
2022-10-01 123.4749488253400
2022-11-01 123.7073078648090
2022-12-01 124.1391927496080
2023-01-01 124.9358191953340
2023-02-01 124.7727409147860
2023-03-01 125.4600728124780
2023-04-01 125.2698347649400
2023-05-01 125.4100213988790
2023-06-01 125.9954900664480
2023-07-01 126.1269734210660
2023-08-01 127.0089320672070
2023-09-01 127.2652621893220
2023-10-01 127.5915716592690
2023-11-01 127.9554783162450
2023-12-01 128.1751557265660
2024-01-01 127.7209211980420
2024-02-01 127.9210551103220
2024-03-01 127.8559179502050
2024-04-01 128.1618834326570
2024-05-01 128.3139796484520
2024-06-01 128.2649224615460
2024-07-01 128.7748500267290
2024-08-01 128.7141500499830
2024-09-01 129.4713381034470
2024-10-01 127.6277873704720
2024-11-01 127.7368959815150
2024-12-01 127.7710109556380
2025-01-01 128.6701588242410
2025-02-01 129.1905097277130
2025-03-01 129.3038965322630
2025-04-01 129.0262977395080
2025-05-01 129.4272675470960
2025-06-01 129.2614419203660
2025-07-01 128.7660724630970
2025-08-01 128.4985612913890
2025-09-01 128.5716246923960
2025-10-01 128.9433521918350
2025-11-01 128.8601549032230
2025-12-01 128.7321833350780
2026-01-01 129.0900941319580

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