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 2025-12-01
Last Updated 2026-01-28 2:10 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 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 76.1182947876771
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 76.3052396661865
1992-04-01 77.0861607217565
1992-05-01 77.4978001524664
1992-06-01 77.2898181295903
1992-07-01 77.0593602489107
1992-08-01 77.1898445840125
1992-09-01 77.3165447377805
1992-10-01 77.7611290405938
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 81.2035426721568
1994-02-01 81.7639755785521
1994-03-01 82.0524311251474
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 82.8084006389620
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 84.0759799858130
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 86.8090841682146
1996-01-01 87.1243712234738
1996-02-01 87.5432503669527
1996-03-01 87.2243714514165
1996-04-01 86.6642352861694
1996-05-01 87.1630751881438
1996-06-01 87.1375463778655
1996-07-01 87.2284451513536
1996-08-01 86.7006794199879
1996-09-01 86.8066317544945
1996-10-01 86.7784253927369
1996-11-01 87.3105189034200
1996-12-01 87.4933205624042
1997-01-01 88.9256407711375
1997-02-01 88.8386318155227
1997-03-01 88.6845731891421
1997-04-01 89.3957666170513
1997-05-01 89.1165733139189
1997-06-01 89.1744598277914
1997-07-01 89.4077609326511
1997-08-01 90.0335698663782
1997-09-01 90.3745574953112
1997-10-01 90.2221582047835
1997-11-01 90.5485277779974
1997-12-01 91.5161307821914
1998-01-01 90.0914656879627
1998-02-01 89.9926095309445
1998-03-01 90.0921175404651
1998-04-01 90.2255249822047
1998-05-01 90.9583152519300
1998-06-01 91.3503860957127
1998-07-01 91.5930022111996
1998-08-01 90.8687356482054
1998-09-01 91.6856763832878
1998-10-01 92.3839628601843
1998-11-01 92.5643993249691
1998-12-01 93.3259344619937
1999-01-01 92.9795171618707
1999-02-01 92.9585262276764
1999-03-01 93.8277467733665
1999-04-01 93.2623094696498
1999-05-01 93.4882784911424
1999-06-01 93.3074078702098
1999-07-01 93.8084013171403
1999-08-01 93.8214117537310
1999-09-01 93.7877596375820
1999-10-01 93.5794533071129
1999-11-01 93.7550912244423
1999-12-01 93.4600956284498
2000-01-01 93.9543114198412
2000-02-01 94.0126864408191
2000-03-01 93.9240997571700
2000-04-01 94.5958707494682
2000-05-01 94.4760389423893
2000-06-01 94.7976849720040
2000-07-01 94.0352410786123
2000-08-01 94.1094509396699
2000-09-01 94.2440139521811
2000-10-01 94.8709880517277
2000-11-01 94.6780311817075
2000-12-01 94.7449388486401
2001-01-01 93.0896136534173
2001-02-01 93.7906088371882
2001-03-01 93.7333240620415
2001-04-01 93.8469060507214
2001-05-01 93.5957303335864
2001-06-01 93.2700232078928
2001-07-01 92.6827973417984
2001-08-01 93.0635837272089
2001-09-01 92.9154738061060
2001-10-01 91.3489286179205
2001-11-01 91.5284938106086
2001-12-01 91.4961297229375
2002-01-01 92.3395175215841
2002-02-01 92.6155769294635
2002-03-01 93.2234845744687
2002-04-01 92.0182514004486
2002-05-01 92.1369722829827
2002-06-01 91.8665371337150
2002-07-01 92.4651982900954
2002-08-01 92.1001425868967
2002-09-01 92.0800840867540
2002-10-01 92.1283573305150
2002-11-01 92.3748952965891
2002-12-01 92.4088980405846
2003-01-01 92.1622316753763
2003-02-01 92.4853758147059
2003-03-01 92.6878173950004
2003-04-01 93.0021470375746
2003-05-01 93.0448430405250
2003-06-01 92.3618157012390
2003-07-01 93.9048897279821
2003-08-01 94.0214069277878
2003-09-01 95.1879659573205
2003-10-01 94.1332517806497
2003-11-01 93.5648850119528
2003-12-01 93.6927165278935
2004-01-01 93.4904770084633
2004-02-01 93.0371244199399
2004-03-01 93.3982408003423
2004-04-01 93.6970512845697
2004-05-01 93.6647874449149
2004-06-01 94.0627391974028
2004-07-01 94.1665619411396
2004-08-01 93.9868715829437
2004-09-01 94.7864343415751
2004-10-01 95.1317206050599
2004-11-01 96.0681531171278
2004-12-01 96.2027323643174
2005-01-01 95.0619318427199
2005-02-01 95.2644769977126
2005-03-01 95.2678808471356
2005-04-01 95.0498874419497
2005-05-01 95.6668132487047
2005-06-01 95.7476297730492
2005-07-01 95.9420972617183
2005-08-01 96.0082208775533
2005-09-01 95.5796933501178
2005-10-01 95.9402577398856
2005-11-01 96.6348358978209
2005-12-01 95.4473969922954
2006-01-01 96.6044602807039
2006-02-01 96.8846509813413
2006-03-01 96.6134698427833
2006-04-01 97.0265401705374
2006-05-01 96.8647147072368
2006-06-01 96.0092833745881
2006-07-01 96.4511888690351
2006-08-01 96.7369996875102
2006-09-01 97.1397694541497
2006-10-01 97.3853695860153
2006-11-01 97.7689793199898
2006-12-01 97.8329668865747
2007-01-01 98.4327580695256
2007-02-01 98.6949931261438
2007-03-01 99.5428932433637
2007-04-01 99.2238593807048
2007-05-01 99.1244798336142
2007-06-01 99.6983538607069
2007-07-01 99.9167773052600
2007-08-01 100.1086027229740
2007-09-01 100.2718531884150
2007-10-01 99.6875678120699
2007-11-01 100.1216295759430
2007-12-01 100.3783331173900
2008-01-01 100.7050887939980
2008-02-01 100.9289307717370
2008-03-01 101.1669125622510
2008-04-01 100.8487989346800
2008-05-01 100.4993658989440
2008-06-01 100.1226113868700
2008-07-01 99.9960744414822
2008-08-01 99.4362345478723
2008-09-01 98.7918342154496
2008-10-01 98.5143259302659
2008-11-01 97.8131184531397
2008-12-01 97.2125777665910
2009-01-01 96.7218346729728
2009-02-01 95.8532992610385
2009-03-01 95.3639071324537
2009-04-01 95.0719796207162
2009-05-01 94.7988592947949
2009-06-01 94.6834338417950
2009-07-01 94.2179266559067
2009-08-01 95.0291986803767
2009-09-01 95.0612866448373
2009-10-01 94.8913205963901
2009-11-01 95.0695895540579
2009-12-01 95.3425995045211
2010-01-01 94.8774011035896
2010-02-01 94.7919259511128
2010-03-01 94.8975144197192
2010-04-01 94.8864772022173
2010-05-01 95.6761596554404
2010-06-01 95.5100445474275
2010-07-01 96.1327990081277
2010-08-01 95.9664202684246
2010-09-01 96.2615926228365
2010-10-01 96.5258875529517
2010-11-01 96.4910744464413
2010-12-01 96.9315401429973
2011-01-01 96.7990307225721
2011-02-01 97.3544590299155
2011-03-01 97.4424246820560
2011-04-01 97.4665318392243
2011-05-01 97.4471593680130
2011-06-01 97.4243679494840
2011-07-01 96.2785892459211
2011-08-01 97.3516599820298
2011-09-01 97.4241860304930
2011-10-01 97.0210532849637
2011-11-01 97.0574763121022
2011-12-01 96.7956312317826
2012-01-01 98.1262963386620
2012-02-01 98.9148545232673
2012-03-01 99.5120818463214
2012-04-01 98.7322238503837
2012-05-01 98.6427490415443
2012-06-01 98.9347305051996
2012-07-01 99.1782988253573
2012-08-01 98.9899880597775
2012-09-01 99.6879125369985
2012-10-01 100.2875433762690
2012-11-01 100.6763513060400
2012-12-01 100.3121524823600
2013-01-01 101.4818169937800
2013-02-01 102.0203303236330
2013-03-01 101.8991497502460
2013-04-01 102.0835637975670
2013-05-01 102.3087101126620
2013-06-01 102.8682961580520
2013-07-01 102.6155894530370
2013-08-01 103.3585021266860
2013-09-01 103.7100624286230
2013-10-01 103.8148534912380
2013-11-01 104.3914422197170
2013-12-01 104.8419621031690
2014-01-01 103.8690735040360
2014-02-01 103.6175073957830
2014-03-01 105.1348425953380
2014-04-01 105.1342288256590
2014-05-01 105.1826151870050
2014-06-01 105.6213740022020
2014-07-01 105.6585184532540
2014-08-01 105.6663219822590
2014-09-01 105.7087633200300
2014-10-01 106.0854124344050
2014-11-01 106.4739665507910
2014-12-01 106.3758894319930
2015-01-01 106.4145700190570
2015-02-01 106.6192908487630
2015-03-01 106.9545506484310
2015-04-01 107.4187982095180
2015-05-01 108.0650811168120
2015-06-01 108.0152583927530
2015-07-01 109.5526149435090
2015-08-01 109.4285255975380
2015-09-01 109.5343837373960
2015-10-01 109.8820404550630
2015-11-01 109.5655088975720
2015-12-01 109.7668308232540
2016-01-01 109.4704847160730
2016-02-01 109.9802559947860
2016-03-01 110.2338534929840
2016-04-01 110.8067913797580
2016-05-01 111.5794595901740
2016-06-01 111.7925414119960
2016-07-01 112.2755256462860
2016-08-01 112.2769899917450
2016-09-01 112.4883668955330
2016-10-01 113.1093467916830
2016-11-01 113.3705055846270
2016-12-01 113.8254472585180
2017-01-01 114.7849367359390
2017-02-01 115.0238483927980
2017-03-01 115.0820394268800
2017-04-01 115.8147962249960
2017-05-01 115.5205441748890
2017-06-01 116.0989032369870
2017-07-01 115.8337726807110
2017-08-01 116.0911561659760
2017-09-01 116.3537766134490
2017-10-01 115.8212935426760
2017-11-01 116.4101548445930
2017-12-01 116.9905444362800
2018-01-01 117.1573938425660
2018-02-01 117.8543649892340
2018-03-01 118.0163996204860
2018-04-01 117.2745905875870
2018-05-01 117.4136941818510
2018-06-01 117.6892583055840
2018-07-01 118.3372514043100
2018-08-01 118.1687028963550
2018-09-01 118.3643963724940
2018-10-01 118.6045972992440
2018-11-01 120.1910374599250
2018-12-01 119.7047452080830
2019-01-01 120.4597960218250
2019-02-01 120.3815447693300
2019-03-01 121.0667049435530
2019-04-01 121.0683724358520
2019-05-01 121.0938066942570
2019-06-01 120.8647134532670
2019-07-01 121.0979029885610
2019-08-01 121.7777960134930
2019-09-01 122.1805664351210
2019-10-01 121.9545601490190
2019-11-01 121.8646091527950
2019-12-01 121.5220873701850
2020-01-01 121.9392707310420
2020-02-01 121.6442528300660
2020-03-01 121.4197395103570
2020-04-01 107.3994179999060
2020-05-01 111.3943827086430
2020-06-01 114.7983060945970
2020-07-01 114.8744538795590
2020-08-01 118.2436736095040
2020-09-01 118.4231129622440
2020-10-01 119.1141262197330
2020-11-01 119.4430507692200
2020-12-01 119.9923718523800
2021-01-01 119.1234104109080
2021-02-01 118.9941419518200
2021-03-01 119.5263926979050
2021-04-01 119.3786398382550
2021-05-01 119.7898990657900
2021-06-01 120.5575914014980
2021-07-01 120.3646694043150
2021-08-01 121.2851294860290
2021-09-01 120.1848175604580
2021-10-01 120.4527514415420
2021-11-01 120.5987996666980
2021-12-01 121.1260522868840
2022-01-01 120.9497968634100
2022-02-01 122.0714784451660
2022-03-01 121.6199824919640
2022-04-01 122.3282815239360
2022-05-01 122.5184822578850
2022-06-01 121.3616896139470
2022-07-01 122.9915095367570
2022-08-01 122.6697210097240
2022-09-01 123.3501783405890
2022-10-01 123.3935285028300
2022-11-01 123.5769355337960
2022-12-01 123.9272352358690
2023-01-01 124.9192850785540
2023-02-01 124.8305954814570
2023-03-01 125.5282767980390
2023-04-01 125.2260096653210
2023-05-01 125.6294757281190
2023-06-01 126.3190625412570
2023-07-01 126.1926259255720
2023-08-01 127.0020167615390
2023-09-01 127.1199289571950
2023-10-01 127.4486963517280
2023-11-01 127.7392284985080
2023-12-01 127.8320285822140
2024-01-01 127.7188547895700
2024-02-01 128.1330573056620
2024-03-01 128.1018004776860
2024-04-01 128.2156093439390
2024-05-01 128.3570367256450
2024-06-01 128.0625582308710
2024-07-01 128.6254872138590
2024-08-01 128.7747625905250
2024-09-01 129.2937799287620
2024-10-01 129.2082173929240
2024-11-01 129.6187120113690
2024-12-01 130.1831300493500
2025-01-01 130.3977870243350
2025-02-01 130.7463158534850
2025-03-01 131.0068661332350
2025-04-01 131.5886506049370
2025-05-01 131.6568392038100
2025-06-01 132.1293425002600
2025-07-01 133.3091995478510
2025-08-01 132.3875285647640
2025-09-01 132.2808088091100
2025-10-01 132.8539325959080
2025-11-01 132.4560898222810
2025-12-01 131.7474920072170

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