Table Data - All Employees: Education and Health Services: Private Education and Health Services in Spartanburg, SC (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Spartanburg, SC (MSA)
Series ID SMU45439006500000001SA
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 2026-08-01
Last Updated 2026-09-18 11:34 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 7.3178323817
1990-02-01 7.3570118822
1990-03-01 7.4220156072
1990-04-01 7.3857532931
1990-05-01 7.3786730273
1990-06-01 7.4783859878
1990-07-01 7.5949601677
1990-08-01 7.6143658472
1990-09-01 7.8280021589
1990-10-01 7.6599125958
1990-11-01 7.5609941562
1990-12-01 7.7022766783
1991-01-01 7.7156996167
1991-02-01 7.7520047936
1991-03-01 7.8237658353
1991-04-01 7.7768124763
1991-05-01 7.8808699733
1991-06-01 7.8874587580
1991-07-01 7.9050587955
1991-08-01 7.9219039374
1991-09-01 8.0300680529
1991-10-01 8.0581409989
1991-11-01 8.0500309224
1991-12-01 8.0984301063
1992-01-01 7.9071055987
1992-02-01 8.0427263910
1992-03-01 8.0296219754
1992-04-01 8.0667884812
1992-05-01 8.1840773692
1992-06-01 8.1954247214
1992-07-01 8.0170440073
1992-08-01 8.0229258326
1992-09-01 8.0357993050
1992-10-01 8.0652086648
1992-11-01 8.0446552338
1992-12-01 8.0923362317
1993-01-01 8.2012459823
1993-02-01 8.2364743212
1993-03-01 8.2312373766
1993-04-01 8.3554867372
1993-05-01 8.3941818432
1993-06-01 8.3969905809
1993-07-01 8.4369492824
1993-08-01 8.5412573308
1993-09-01 8.4383929235
1993-10-01 8.4669552789
1993-11-01 8.5284011644
1993-12-01 8.4776155501
1994-01-01 8.4915228321
1994-02-01 8.5331536996
1994-03-01 8.5289322352
1994-04-01 8.6540706573
1994-05-01 8.5951856309
1994-06-01 8.6974050708
1994-07-01 8.7588117306
1994-08-01 8.9617929131
1994-09-01 8.8474145141
1994-10-01 8.1739259767
1994-11-01 8.2206355473
1994-12-01 8.2652185071
1995-01-01 8.3890130794
1995-02-01 8.4443503353
1995-03-01 8.4267520914
1995-04-01 8.3598533137
1995-05-01 8.3905868253
1995-06-01 8.3793772261
1995-07-01 8.4597990816
1995-08-01 8.5630940946
1995-09-01 8.5594190916
1995-10-01 8.5640893497
1995-11-01 8.6034249483
1995-12-01 8.6455287377
1996-01-01 8.4859147889
1996-02-01 8.5584242098
1996-03-01 8.6198725414
1996-04-01 8.5746198259
1996-05-01 8.4715969354
1996-06-01 8.5739212503
1996-07-01 8.5732555122
1996-08-01 8.4641715705
1996-09-01 8.5702910310
1996-10-01 8.0657781316
1996-11-01 8.1089965400
1996-12-01 8.1499950162
1997-01-01 8.1872998316
1997-02-01 8.1766467374
1997-03-01 8.1282863826
1997-04-01 8.2829064626
1997-05-01 8.4483208264
1997-06-01 8.5560673079
1997-07-01 8.4734952255
1997-08-01 8.4605774464
1997-09-01 8.5839743229
1997-10-01 8.7493395560
1997-11-01 8.8013838469
1997-12-01 8.8491700217
1998-01-01 8.8832180526
1998-02-01 8.8841327184
1998-03-01 8.9299812959
1998-04-01 8.9854128813
1998-05-01 9.0163570443
1998-06-01 8.9461535146
1998-07-01 8.8799588324
1998-08-01 8.9586192115
1998-09-01 9.1998674107
1998-10-01 9.0477425756
1998-11-01 9.0105946823
1998-12-01 9.0715841922
1999-01-01 8.9853292309
1999-02-01 8.9910364383
1999-03-01 9.0421480330
1999-04-01 8.9676475122
1999-05-01 8.9887136561
1999-06-01 8.9324108806
1999-07-01 9.2792703706
1999-08-01 9.1459747249
1999-09-01 9.1167325787
1999-10-01 9.0538994129
1999-11-01 9.1307165632
1999-12-01 8.9969508621
2000-01-01 9.1948314173
2000-02-01 9.1930644235
2000-03-01 9.0471211046
2000-04-01 9.1472336250
2000-05-01 9.1597107352
2000-06-01 9.2366322035
2000-07-01 9.1602605567
2000-08-01 9.2323515928
2000-09-01 9.1224158143
2000-10-01 9.2589069734
2000-11-01 9.2417684938
2000-12-01 9.3148543222
2001-01-01 9.4125146384
2001-02-01 9.5003620827
2001-03-01 9.5578525445
2001-04-01 9.5127785887
2001-05-01 9.5256369518
2001-06-01 9.8451157899
2001-07-01 9.7723492524
2001-08-01 9.7390916656
2001-09-01 9.8258564306
2001-10-01 9.7589597859
2001-11-01 9.8354810591
2001-12-01 9.9152110363
2002-01-01 9.8306858669
2002-02-01 10.0050510792
2002-03-01 10.3698582769
2002-04-01 10.2870171776
2002-05-01 10.2929161797
2002-06-01 10.2581364023
2002-07-01 10.2847214272
2002-08-01 10.2459958210
2002-09-01 10.2094865843
2002-10-01 10.3592196343
2002-11-01 10.3249489539
2002-12-01 10.4095098727
2003-01-01 10.3489874670
2003-02-01 10.4089653214
2003-03-01 10.4955704775
2003-04-01 10.4632347602
2003-05-01 10.5752064603
2003-06-01 10.4742812922
2003-07-01 10.4980780767
2003-08-01 10.4379312318
2003-09-01 10.6888700288
2003-10-01 10.5678599470
2003-11-01 10.5238808345
2003-12-01 10.3947147080
2004-01-01 10.3632224388
2004-02-01 10.3000030404
2004-03-01 10.3095985702
2004-04-01 10.4628202831
2004-05-01 10.4892601117
2004-06-01 10.4877067522
2004-07-01 10.3949197441
2004-08-01 10.5104958967
2004-09-01 10.5594336333
2004-10-01 10.5906411052
2004-11-01 10.8337616456
2004-12-01 10.9835176564
2005-01-01 10.8702719384
2005-02-01 10.8783632522
2005-03-01 10.8193124951
2005-04-01 10.7627671207
2005-05-01 10.8053145975
2005-06-01 10.8964079329
2005-07-01 11.0128942233
2005-08-01 11.0818236665
2005-09-01 11.1431113158
2005-10-01 11.1197392461
2005-11-01 11.0541798313
2005-12-01 10.8783491831
2006-01-01 11.0682136617
2006-02-01 11.1359690755
2006-03-01 11.1105408091
2006-04-01 11.2801523566
2006-05-01 11.2391745136
2006-06-01 11.2018201036
2006-07-01 11.3104231466
2006-08-01 11.3399135325
2006-09-01 11.4264691221
2006-10-01 11.4553203183
2006-11-01 11.4854017400
2006-12-01 11.5707024405
2007-01-01 11.5638952384
2007-02-01 11.5910673598
2007-03-01 11.6917322354
2007-04-01 11.6926335705
2007-05-01 11.6703786774
2007-06-01 11.8142905101
2007-07-01 11.7162258809
2007-08-01 11.7105775341
2007-09-01 11.6224773229
2007-10-01 11.5789975529
2007-11-01 11.5129879339
2007-12-01 11.4649494825
2008-01-01 11.8631579290
2008-02-01 11.8567899260
2008-03-01 11.9647632174
2008-04-01 11.9042682107
2008-05-01 11.9973393676
2008-06-01 12.0245105666
2008-07-01 12.2332911906
2008-08-01 11.9994375799
2008-09-01 11.9138237781
2008-10-01 11.9828770414
2008-11-01 12.0238272192
2008-12-01 11.9591679864
2009-01-01 11.8562611649
2009-02-01 11.9471568445
2009-03-01 11.7403492969
2009-04-01 11.7079488766
2009-05-01 11.7143671840
2009-06-01 11.5261825263
2009-07-01 11.7375153252
2009-08-01 11.8035369176
2009-09-01 12.0062811929
2009-10-01 11.6709370639
2009-11-01 11.7143076937
2009-12-01 11.7611211860
2010-01-01 11.8580439380
2010-02-01 11.8518371669
2010-03-01 11.8196858157
2010-04-01 11.8053173447
2010-05-01 11.8307739772
2010-06-01 11.9447031418
2010-07-01 11.9626769668
2010-08-01 12.0165164685
2010-09-01 11.7938614564
2010-10-01 12.0462168482
2010-11-01 11.9972962572
2010-12-01 12.0670069750
2011-01-01 11.9588025309
2011-02-01 11.9663881235
2011-03-01 11.9995659783
2011-04-01 12.1005172348
2011-05-01 12.0443088212
2011-06-01 11.9484564832
2011-07-01 11.9734860361
2011-08-01 11.9294299851
2011-09-01 12.0861989497
2011-10-01 12.1128978363
2011-11-01 12.1715191620
2011-12-01 12.1796933782
2012-01-01 12.2732257646
2012-02-01 12.1886206137
2012-03-01 12.2836211011
2012-04-01 12.2948121471
2012-05-01 12.3564797888
2012-06-01 12.2395473224
2012-07-01 12.2840452034
2012-08-01 12.1438035006
2012-09-01 12.3869687685
2012-10-01 12.3808440820
2012-11-01 12.5473850973
2012-12-01 12.3968326436
2013-01-01 12.3814888737
2013-02-01 12.5140615981
2013-03-01 12.5749573444
2013-04-01 12.6007899313
2013-05-01 12.5592321796
2013-06-01 12.7241442957
2013-07-01 12.6782605771
2013-08-01 12.7559797130
2013-09-01 12.7976616540
2013-10-01 12.6556578201
2013-11-01 12.8302772759
2013-12-01 12.9125656253
2014-01-01 12.9989148058
2014-02-01 13.0250424704
2014-03-01 13.0757277645
2014-04-01 13.0105951378
2014-05-01 13.0646213000
2014-06-01 13.0973544630
2014-07-01 13.1648463145
2014-08-01 13.1581155299
2014-09-01 13.1093436515
2014-10-01 13.2364285014
2014-11-01 13.3262593612
2014-12-01 13.2225452118
2015-01-01 13.3028214619
2015-02-01 13.3320565367
2015-03-01 13.1909789796
2015-04-01 13.4251330289
2015-05-01 13.4653119570
2015-06-01 13.5865939336
2015-07-01 13.5385234182
2015-08-01 13.6543371300
2015-09-01 13.7175001310
2015-10-01 13.8212255746
2015-11-01 13.8261647439
2015-12-01 14.0226299360
2016-01-01 13.8117211971
2016-02-01 13.8335974638
2016-03-01 13.9033893282
2016-04-01 14.0262780214
2016-05-01 14.1599008158
2016-06-01 14.1938824657
2016-07-01 14.3398397656
2016-08-01 14.2624496656
2016-09-01 14.3144786093
2016-10-01 14.3053311095
2016-11-01 14.3221601359
2016-12-01 14.4167232235
2017-01-01 14.7140847819
2017-02-01 14.8288615136
2017-03-01 14.9136040993
2017-04-01 14.9232576775
2017-05-01 14.9513462771
2017-06-01 15.2337613132
2017-07-01 15.3550885135
2017-08-01 15.1775867775
2017-09-01 15.2046724174
2017-10-01 15.2858199676
2017-11-01 15.3064451639
2017-12-01 15.4103535252
2018-01-01 15.4054206656
2018-02-01 15.4008193558
2018-03-01 15.4143042700
2018-04-01 15.5263182810
2018-05-01 15.5613792175
2018-06-01 15.4614392324
2018-07-01 15.5780035130
2018-08-01 15.5931360194
2018-09-01 15.5040831406
2018-10-01 15.1736160240
2018-11-01 15.2897861473
2018-12-01 15.2175395661
2019-01-01 14.9800443501
2019-02-01 14.9618990702
2019-03-01 15.0206154284
2019-04-01 15.0348603817
2019-05-01 15.0724158492
2019-06-01 14.9866322354
2019-07-01 14.9879679169
2019-08-01 14.8992017521
2019-09-01 15.2246792332
2019-10-01 15.2479666575
2019-11-01 15.3540173906
2019-12-01 15.4339619570
2020-01-01 15.5606236723
2020-02-01 15.6067860839
2020-03-01 15.7144245095
2020-04-01 13.6490382259
2020-05-01 14.4809364926
2020-06-01 14.4990645630
2020-07-01 14.8185567329
2020-08-01 14.9218857595
2020-09-01 15.0551238137
2020-10-01 15.1168574270
2020-11-01 15.2110952443
2020-12-01 15.3458123409
2021-01-01 15.4479154248
2021-02-01 15.4663318645
2021-03-01 15.4151603391
2021-04-01 15.3557453275
2021-05-01 15.3882222695
2021-06-01 15.5413099389
2021-07-01 15.4507731876
2021-08-01 15.5573956053
2021-09-01 15.1807336779
2021-10-01 15.4804510558
2021-11-01 15.4671365560
2021-12-01 15.3494042455
2022-01-01 15.4472747030
2022-02-01 15.5401834999
2022-03-01 15.4152133872
2022-04-01 15.5686220033
2022-05-01 15.5969370104
2022-06-01 15.4456086878
2022-07-01 15.4504605267
2022-08-01 15.4763785798
2022-09-01 15.4963050927
2022-10-01 15.7552507894
2022-11-01 15.8294802784
2022-12-01 15.8398338085
2023-01-01 16.2592543167
2023-02-01 16.2312517376
2023-03-01 16.4201772330
2023-04-01 16.4679519869
2023-05-01 16.6033084149
2023-06-01 16.6817159623
2023-07-01 16.5580604428
2023-08-01 16.8138958962
2023-09-01 16.7953138051
2023-10-01 16.9205966241
2023-11-01 16.9864617775
2023-12-01 17.1198676176
2024-01-01 16.8784180648
2024-02-01 16.9506756336
2024-03-01 16.9294426565
2024-04-01 16.7617787440
2024-05-01 16.8051118018
2024-06-01 16.8853245587
2024-07-01 17.0442088002
2024-08-01 17.0188371565
2024-09-01 17.2828481221
2024-10-01 17.2199560376
2024-11-01 17.2762598304
2024-12-01 17.2968819963
2025-01-01 17.1936164043
2025-02-01 17.3815536317
2025-03-01 17.3378722485
2025-04-01 17.6564768957
2025-05-01 17.7184928174
2025-06-01 17.7006613740
2025-07-01 16.4975294918
2025-08-01 16.5045089128
2025-09-01 17.3628177100
2025-10-01 17.3285750522
2025-11-01 17.3804956761
2025-12-01 17.4801684454
2026-01-01 17.6042598401
2026-02-01 17.5094533885
2026-03-01 17.6488810564
2026-04-01 17.7533517329
2026-05-01 17.7268941988
2026-06-01 17.8964968579
2026-07-01 18.0148997255
2026-08-01 18.0197160037

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