Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-07 10:38 PM 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 75.5908056820572
1990-02-01 76.0006580698090
1990-03-01 76.2194738927771
1990-04-01 76.1066175360847
1990-05-01 76.4548872709747
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 76.3052396661864
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 77.7611290405939
1992-11-01 77.7785773122363
1992-12-01 78.0973710199121
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 81.0209828304568
1993-10-01 81.0946400042914
1993-11-01 81.2973624031164
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 82.3016289079964
1994-06-01 82.6867368076756
1994-07-01 83.0347939378051
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 83.5966372349539
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 85.4675971451671
1995-10-01 86.7895471802740
1995-11-01 87.6640074260691
1995-12-01 86.8090841682145
1996-01-01 87.1243712234738
1996-02-01 87.5432503669528
1996-03-01 87.2243714514165
1996-04-01 86.6642352861694
1996-05-01 87.1630751881438
1996-06-01 87.1375463778654
1996-07-01 87.2284451513535
1996-08-01 86.7006794199879
1996-09-01 86.8066317544945
1996-10-01 86.7784253927370
1996-11-01 87.3105189034200
1996-12-01 87.4933205624042
1997-01-01 88.9256407711376
1997-02-01 88.8386318155228
1997-03-01 88.6845731891421
1997-04-01 89.3957666170512
1997-05-01 89.1165733139188
1997-06-01 89.1744598277912
1997-07-01 89.4077609326509
1997-08-01 90.0335698663781
1997-09-01 90.3745574953113
1997-10-01 90.2221582047837
1997-11-01 90.5485277779977
1997-12-01 91.5161307821916
1998-01-01 90.0914656879630
1998-02-01 89.9926095309447
1998-03-01 90.0921175404650
1998-04-01 90.2255249822045
1998-05-01 90.9583152519297
1998-06-01 91.3503860957122
1998-07-01 91.5930022111991
1998-08-01 90.8687356482048
1998-09-01 91.6856763832876
1998-10-01 92.3839628601848
1998-11-01 92.5643993249704
1998-12-01 93.3259344619954
1999-01-01 92.9795171618708
1999-02-01 92.9585262276764
1999-03-01 93.8277467733659
1999-04-01 93.2623094696494
1999-05-01 93.4882784911417
1999-06-01 93.3074078702087
1999-07-01 93.8084013171391
1999-08-01 93.8214117537298
1999-09-01 93.7877596375815
1999-10-01 93.5794533071138
1999-11-01 93.7550912244449
1999-12-01 93.4600956284534
2000-01-01 93.9543114198415
2000-02-01 94.0126864408192
2000-03-01 93.9240997571691
2000-04-01 94.5958707494678
2000-05-01 94.4760389423883
2000-06-01 94.7976849719997
2000-07-01 94.0352410786096
2000-08-01 94.1094509396672
2000-09-01 94.2440139521807
2000-10-01 94.8709880517292
2000-11-01 94.6780311817127
2000-12-01 94.7449388486479
2001-01-01 93.0896136534205
2001-02-01 93.7906088371907
2001-03-01 93.7333240620409
2001-04-01 93.8469060507186
2001-05-01 93.5957303335800
2001-06-01 93.2700232078788
2001-07-01 92.6827973417886
2001-08-01 93.0635837272022
2001-09-01 92.9154738061097
2001-10-01 91.3489286179312
2001-11-01 91.5284938106322
2001-12-01 91.4961297229643
2002-01-01 92.3395175215885
2002-02-01 92.6155769294588
2002-03-01 93.2234845744535
2002-04-01 92.0182514004274
2002-05-01 92.1369722829584
2002-06-01 91.8665371336853
2002-07-01 92.4651982900797
2002-08-01 92.1001425868938
2002-09-01 92.0800840867766
2002-10-01 92.1283573305531
2002-11-01 92.3748952966455
2002-12-01 92.4088980406629
2003-01-01 92.1622316753720
2003-02-01 92.4853758146727
2003-03-01 92.6878173949505
2003-04-01 93.0021470375283
2003-05-01 93.0448430404951
2003-06-01 92.3618157011141
2003-07-01 93.9048897279808
2003-08-01 94.0214069277773
2003-09-01 95.1879659573308
2003-10-01 94.1332517806851
2003-11-01 93.5648850120321
2003-12-01 93.6927165280944
2004-01-01 93.4904770086721
2004-02-01 93.0371244202330
2004-03-01 93.3982407997689
2004-04-01 93.6970512847812
2004-05-01 93.6647874449558
2004-06-01 94.0627391969882
2004-07-01 94.1665619407764
2004-08-01 93.9868715825433
2004-09-01 94.7864343413346
2004-10-01 95.1317206050694
2004-11-01 96.0681531175034
2004-12-01 96.2027323650812
2005-01-01 95.0619318436688
2005-02-01 95.2644769988206
2005-03-01 95.2678808463176
2005-04-01 95.0498874424319
2005-05-01 95.6668132485015
2005-06-01 95.7476297716913
2005-07-01 95.9420972601596
2005-08-01 96.0082208760021
2005-09-01 95.5796933492320
2005-10-01 95.9402577399476
2005-11-01 96.6348358989551
2005-12-01 95.4473969941593
2006-01-01 96.6044602832038
2006-02-01 96.8846509841927
2006-03-01 96.6134698425207
2006-04-01 97.0265401723270
2006-05-01 96.8647147082398
2006-06-01 96.0092833736398
2006-07-01 96.4511888548675
2006-08-01 96.7369996850621
2006-09-01 97.1397694522835
2006-10-01 97.3853695855246
2006-11-01 97.7689793214246
2006-12-01 97.8329669070988
2007-01-01 98.4327580739658
2007-02-01 98.6949931296944
2007-03-01 99.5428932405942
2007-04-01 99.2238593765257
2007-05-01 99.1244798264326
2007-06-01 99.6983538503909
2007-07-01 99.9167772712349
2007-08-01 100.1086027237850
2007-09-01 100.2718532020330
2007-10-01 99.6875678339597
2007-11-01 100.1216295976390
2007-12-01 100.3783331653720
2008-01-01 100.7050887919180
2008-02-01 100.9289307516810
2008-03-01 101.1669125239890
2008-04-01 100.8487988943000
2008-05-01 100.4993658677520
2008-06-01 100.1226113715310
2008-07-01 99.9960744027921
2008-08-01 99.4362345893389
2008-09-01 98.7918342877586
2008-10-01 98.5143260089504
2008-11-01 97.8131185020900
2008-12-01 97.2125778622719
2009-01-01 96.7218346094987
2009-02-01 95.8532991903060
2009-03-01 95.3639069897701
2009-04-01 95.0719795086693
2009-05-01 94.7988592274731
2009-06-01 94.6834338110087
2009-07-01 94.2179265940303
2009-08-01 95.0291989935046
2009-09-01 95.0612867392417
2009-10-01 94.8913206667206
2009-11-01 95.0695895817725
2009-12-01 95.3426002120602
2010-01-01 94.8774010593927
2010-02-01 94.7919247061570
2010-03-01 94.8975143586770
2010-04-01 94.8864771807371
2010-05-01 95.6761596461133
2010-06-01 95.5100445688790
2010-07-01 96.1327989613890
2010-08-01 95.9664208480837
2010-09-01 96.2615927611479
2010-10-01 96.5258877282776
2010-11-01 96.4910746747457
2010-12-01 96.9315405135627
2011-01-01 96.7990315850660
2011-02-01 97.3544560615853
2011-03-01 97.4424249237140
2011-04-01 97.4665320348712
2011-05-01 97.4471594561962
2011-06-01 97.4243679516528
2011-07-01 96.2785890707059
2011-08-01 97.3516606278623
2011-09-01 97.4241860360964
2011-10-01 97.0210536105176
2011-11-01 97.0574771617151
2011-12-01 96.7956319645066
2012-01-01 98.1262990590792
2012-02-01 98.9148503374911
2012-03-01 99.5120820381632
2012-04-01 98.7322223638206
2012-05-01 98.6427461859650
2012-06-01 98.9347276201468
2012-07-01 99.1782967732168
2012-08-01 98.9899904132226
2012-09-01 99.6879178941617
2012-10-01 100.2875509242610
2012-11-01 100.6763581030760
2012-12-01 100.3121537988820
2013-01-01 101.4818229824700
2013-02-01 102.0203175316940
2013-03-01 101.8991399455910
2013-04-01 102.0835515727360
2013-05-01 102.3086983796000
2013-06-01 102.8682888677610
2013-07-01 102.6155890690940
2013-08-01 103.3585153511410
2013-09-01 103.7100866865070
2013-10-01 103.8148824147100
2013-11-01 104.3914642550000
2013-12-01 104.8419651471190
2014-01-01 103.8690725557950
2014-02-01 103.6174714783190
2014-03-01 105.1348080181460
2014-04-01 105.1341948554670
2014-05-01 105.1825889193750
2014-06-01 105.6213610552420
2014-07-01 105.6585143080300
2014-08-01 105.6663359480230
2014-09-01 105.7087975525220
2014-10-01 106.0855684646370
2014-11-01 106.4740099075960
2014-12-01 106.3759257792240
2015-01-01 106.4146237238490
2015-02-01 106.6190529582700
2015-03-01 106.9543670634930
2015-04-01 107.4188087492690
2015-05-01 108.0650852144940
2015-06-01 108.0152632543110
2015-07-01 109.5526217755350
2015-08-01 109.4285538382130
2015-09-01 109.5344422259270
2015-10-01 109.8823510839500
2015-11-01 109.5655456632020
2015-12-01 109.7669130271290
2016-01-01 109.4705824051390
2016-02-01 109.9797837769480
2016-03-01 110.2334846739630
2016-04-01 110.8068283506420
2016-05-01 111.5794885907920
2016-06-01 111.7926027443190
2016-07-01 112.2755597421650
2016-08-01 112.2770551903610
2016-09-01 112.4884715452490
2016-10-01 113.1098326453670
2016-11-01 113.3705329745680
2016-12-01 113.8255608912610
2017-01-01 114.7850597031160
2017-02-01 115.0230977218030
2017-03-01 115.0814687925080
2017-04-01 115.8148262061260
2017-05-01 115.5206248395850
2017-06-01 116.0990225949350
2017-07-01 115.8338550544260
2017-08-01 116.0912889508440
2017-09-01 116.3539535583580
2017-10-01 115.8218411282980
2017-11-01 116.4101698114260
2017-12-01 116.9909632337120
2018-01-01 117.1575352523240
2018-02-01 117.8530145478730
2018-03-01 118.0158070429670
2018-04-01 117.2745018759700
2018-05-01 117.4136129567710
2018-06-01 117.6898559591470
2018-07-01 118.3370228677060
2018-08-01 118.1693867840590
2018-09-01 118.3643853966340
2018-10-01 118.6050494487940
2018-11-01 120.1910650584960
2018-12-01 119.7056518360730
2019-01-01 120.4603110421210
2019-02-01 120.3785931491360
2019-03-01 121.0665781638710
2019-04-01 121.0686356394770
2019-05-01 121.0940107485450
2019-06-01 120.8649346100490
2019-07-01 121.0969737961120
2019-08-01 121.7793731878400
2019-09-01 122.1805311929230
2019-10-01 121.9548367455360
2019-11-01 121.8646064420570
2019-12-01 121.5232783580610
2020-01-01 121.9406654011630
2020-02-01 121.6392832158080
2020-03-01 121.4211025533310
2020-04-01 107.3991383572040
2020-05-01 111.3940133888830
2020-06-01 114.7976440346830
2020-07-01 114.8729752203050
2020-08-01 118.2467713398670
2020-09-01 118.4242702370010
2020-10-01 119.1155290541290
2020-11-01 119.4439318356940
2020-12-01 119.9936246337630
2021-01-01 119.1248676597300
2021-02-01 118.9864527109190
2021-03-01 119.5274103793550
2021-04-01 119.3762196391520
2021-05-01 119.7880931314970
2021-06-01 120.5537315778910
2021-07-01 120.3641774329040
2021-08-01 121.2920333355870
2021-09-01 120.1908050317040
2021-10-01 120.4585928214960
2021-11-01 120.6024914203740
2021-12-01 121.1271052093430
2022-01-01 120.9489092816160
2022-02-01 122.0582223580830
2022-03-01 121.6162945113070
2022-04-01 122.3198497251600
2022-05-01 122.5122916640130
2022-06-01 121.3541504100310
2022-07-01 122.9921910957720
2022-08-01 122.6841792038170
2022-09-01 123.3693684901120
2022-10-01 123.4072523165000
2022-11-01 123.6004375165800
2022-12-01 123.9305377300770
2023-01-01 124.8962161875300
2023-02-01 124.8012737057000
2023-03-01 125.5131173151330
2023-04-01 125.2105405593230
2023-05-01 125.6202866991860
2023-06-01 126.3096111069520
2023-07-01 126.1974556989430
2023-08-01 127.0268727793630
2023-09-01 127.1566018410950
2023-10-01 127.4750526863900
2023-11-01 127.7870389412060
2023-12-01 127.8397611817170
2024-01-01 127.6663187636860
2024-02-01 128.0840033291570
2024-03-01 128.0726760465450
2024-04-01 128.1914733397920
2024-05-01 128.3440599090010
2024-06-01 128.0534719676130
2024-07-01 128.6342334263790
2024-08-01 128.8092555400140
2024-09-01 129.3484997883280
2024-10-01 129.2466831871410
2024-11-01 129.6946977928140
2024-12-01 130.1997298693780
2025-01-01 130.3098192822210
2025-02-01 130.6760961018860
2025-03-01 130.9630196617050
2025-04-01 131.5573106156510
2025-05-01 131.6419419069450
2025-06-01 132.1219007146870
2025-07-01 133.3232490676260
2025-08-01 132.4296635096980
2025-09-01 132.3481552624130
2025-10-01 132.9032339154840
2025-11-01 132.6466254446340

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