Table Data - All Employees: Education and Health Services: Private Educational Services in St. Louis, MO-IL (MSA)

Title All Employees: Education and Health Services: Private Educational Services in St. Louis, MO-IL (MSA)
Series ID SMU29411806561000001SA
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 2026-06-01
Last Updated 2026-07-22 10:12 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 18.9352965879094
1990-02-01 19.5179607834794
1990-03-01 19.4624978849233
1990-04-01 19.3076013705174
1990-05-01 19.2823195079772
1990-06-01 19.3424475467087
1990-07-01 19.4389119156615
1990-08-01 19.3920301811455
1990-09-01 19.5676189872277
1990-10-01 20.7524397491869
1990-11-01 20.6977274190381
1990-12-01 20.8035248008304
1991-01-01 20.9393942619270
1991-02-01 20.7509933713998
1991-03-01 20.7175432490693
1991-04-01 20.7228195059520
1991-05-01 20.7290414730062
1991-06-01 20.8087410321542
1991-07-01 20.9329655152619
1991-08-01 20.8721136719940
1991-09-01 21.0587859699393
1991-10-01 21.5012164610215
1991-11-01 21.4883628341517
1991-12-01 21.6041381172762
1992-01-01 21.6969373138075
1992-02-01 21.4836462217350
1992-03-01 21.5874013410298
1992-04-01 22.1186809985845
1992-05-01 22.2399333069023
1992-06-01 22.3627263448705
1992-07-01 22.3917014566164
1992-08-01 22.4536160759647
1992-09-01 22.6398447769252
1992-10-01 21.8044953574538
1992-11-01 21.8537144640756
1992-12-01 21.9695004161302
1993-01-01 22.0842852825544
1993-02-01 22.2882751129615
1993-03-01 22.4458790708835
1993-04-01 22.2723691342708
1993-05-01 22.3699301660376
1993-06-01 22.4214195708689
1993-07-01 22.5408442880126
1993-08-01 22.6355921872512
1993-09-01 22.7063887955437
1993-10-01 22.8046643173032
1993-11-01 22.8973444352037
1993-12-01 23.0108344646903
1994-01-01 23.1497297343296
1994-02-01 23.3790607482515
1994-03-01 23.4716314231798
1994-04-01 23.6701303501084
1994-05-01 23.7724938138091
1994-06-01 23.8357786409612
1994-07-01 23.9772631627647
1994-08-01 24.0658563431181
1994-09-01 24.1424946220839
1994-10-01 24.3063154943949
1994-11-01 24.4147708758029
1994-12-01 24.5225402892295
1995-01-01 24.6097521388614
1995-02-01 24.6623994669360
1995-03-01 24.3802278529761
1995-04-01 24.5261829848259
1995-05-01 24.0206560186605
1995-06-01 24.1073919469880
1995-07-01 24.1369295516770
1995-08-01 24.2326418475105
1995-09-01 24.3628640074310
1995-10-01 24.9834712549709
1995-11-01 25.0847393178838
1995-12-01 25.1861692452931
1996-01-01 25.2674129197320
1996-02-01 24.9134056887582
1996-03-01 24.9930068359853
1996-04-01 25.0232516635937
1996-05-01 24.9350186580887
1996-06-01 24.9435725577576
1996-07-01 25.1051325656386
1996-08-01 25.1949519816963
1996-09-01 25.2743850958661
1996-10-01 25.2710171148518
1996-11-01 25.3744641541143
1996-12-01 25.4794079322723
1997-01-01 25.5349968326724
1997-02-01 25.7360971757819
1997-03-01 25.8993624515967
1997-04-01 26.5715143510681
1997-05-01 26.6899739472016
1997-06-01 26.7876105652489
1997-07-01 26.8775113551127
1997-08-01 26.9495144209609
1997-09-01 27.0721706335688
1997-10-01 28.3882997054695
1997-11-01 28.5170455077653
1997-12-01 28.6657699688048
1998-01-01 28.7122211159967
1998-02-01 29.3179795470161
1998-03-01 29.4886463618811
1998-04-01 29.3366159013202
1998-05-01 29.5811022306435
1998-06-01 29.6399982224913
1998-07-01 29.8009651753214
1998-08-01 29.9355471654682
1998-09-01 30.0358177548129
1998-10-01 30.2704157904824
1998-11-01 30.4131778459939
1998-12-01 30.4974935186195
1999-01-01 30.5916249135818
1999-02-01 31.3304969753247
1999-03-01 31.4184448429511
1999-04-01 31.7877729450508
1999-05-01 31.3226441294098
1999-06-01 31.4720987942906
1999-07-01 31.5823562787088
1999-08-01 31.6707822575204
1999-09-01 31.7967307626358
1999-10-01 32.3375880802893
1999-11-01 32.4779788746520
1999-12-01 32.5889836962940
2000-01-01 32.6658690106391
2000-02-01 34.0576041769417
2000-03-01 34.4308796506156
2000-04-01 34.5002736103706
2000-05-01 34.6127398105948
2000-06-01 34.7689860138219
2000-07-01 34.8655620728841
2000-08-01 34.9756533697928
2000-09-01 35.1209334006497
2000-10-01 35.0637366725414
2000-11-01 35.1905255521549
2000-12-01 35.3080432588918
2001-01-01 35.4171556618300
2001-02-01 35.5013820259969
2001-03-01 35.5550341870778
2001-04-01 35.9744366217078
2001-05-01 36.2026343175236
2001-06-01 36.2980533690074
2001-07-01 36.4459065834910
2001-08-01 36.6137297993664
2001-09-01 36.7263165738736
2001-10-01 36.8103825438882
2001-11-01 36.9155625425021
2001-12-01 37.0201941780252
2002-01-01 37.1146101194565
2002-02-01 37.1073454743849
2002-03-01 37.0231204965298
2002-04-01 37.5626030068555
2002-05-01 37.8512311589706
2002-06-01 37.9860785298688
2002-07-01 38.1792965571988
2002-08-01 38.3068097343076
2002-09-01 38.3850705547345
2002-10-01 38.5204141629468
2002-11-01 38.6033418544157
2002-12-01 38.6832359804254
2003-01-01 38.7444968827813
2003-02-01 38.8480329644758
2003-03-01 38.8242253560251
2003-04-01 38.6072911542204
2003-05-01 38.9085392798454
2003-06-01 39.0763273928816
2003-07-01 39.1647995070011
2003-08-01 39.2771278386977
2003-09-01 39.4100225095848
2003-10-01 39.2199509496332
2003-11-01 39.2789216227341
2003-12-01 39.3333836626092
2004-01-01 39.4123913095706
2004-02-01 40.0590176483355
2004-03-01 40.0145974721383
2004-04-01 40.2539368637936
2004-05-01 40.3369454982966
2004-06-01 40.4572057698759
2004-07-01 40.5455228667120
2004-08-01 40.6262807448889
2004-09-01 40.7528024508018
2004-10-01 41.4751362869405
2004-11-01 41.5109203406960
2004-12-01 41.5616698438669
2005-01-01 41.6588022738591
2005-02-01 41.9530206764312
2005-03-01 41.6781581252278
2005-04-01 41.5647073553893
2005-05-01 41.5064585692595
2005-06-01 41.5378658785013
2005-07-01 41.7130866449480
2005-08-01 41.7403565658867
2005-09-01 41.8040119057857
2005-10-01 42.0746620995122
2005-11-01 42.0819645035945
2005-12-01 42.1326458567731
2006-01-01 42.2247092870273
2006-02-01 42.9158443553459
2006-03-01 43.1275832269074
2006-04-01 43.3617934529145
2006-05-01 43.5133412367458
2006-06-01 43.6194850476489
2006-07-01 43.5674303689887
2006-08-01 43.6022119007086
2006-09-01 43.6013722224405
2006-10-01 43.6456927198046
2006-11-01 43.6210062332342
2006-12-01 43.6791271366804
2007-01-01 43.8580224408237
2007-02-01 43.1958870518964
2007-03-01 43.3251251414164
2007-04-01 43.1307305493742
2007-05-01 43.2118769144356
2007-06-01 43.2567044193166
2007-07-01 43.2769464970106
2007-08-01 43.2641863444945
2007-09-01 43.2083617043741
2007-10-01 42.3541387874296
2007-11-01 42.3265173939969
2007-12-01 42.3789342850854
2008-01-01 42.6626499339612
2008-02-01 41.7295404300693
2008-03-01 41.3702161958348
2008-04-01 41.2175428176121
2008-05-01 40.6510324976877
2008-06-01 40.7482987854095
2008-07-01 40.7146410922201
2008-08-01 40.7519707823940
2008-09-01 40.7515509062274
2008-10-01 39.6335408787513
2008-11-01 39.6311588001732
2008-12-01 39.6856100948176
2009-01-01 39.9419019973287
2009-02-01 39.4852689957269
2009-03-01 39.2415166315369
2009-04-01 38.6751451596345
2009-05-01 38.2187712492042
2009-06-01 38.3766489587520
2009-07-01 38.3216095623496
2009-08-01 38.3656376987913
2009-09-01 38.4225558164643
2009-10-01 38.4744399304266
2009-11-01 38.5229759218376
2009-12-01 38.6118830856971
2010-01-01 38.7233892548378
2010-02-01 41.1410247603404
2010-03-01 41.2543419771068
2010-04-01 41.2949108794388
2010-05-01 41.7374544094542
2010-06-01 41.8560484030214
2010-07-01 41.9334890432710
2010-08-01 41.9965185160660
2010-09-01 42.1067365994522
2010-10-01 42.1736270737201
2010-11-01 42.3740447939449
2010-12-01 42.4490268979844
2011-01-01 42.5083844928367
2011-02-01 42.7739111261055
2011-03-01 43.0069046156923
2011-04-01 43.0851602315405
2011-05-01 43.4428808380170
2011-06-01 43.5560026761363
2011-07-01 43.7237325378288
2011-08-01 43.8346009938423
2011-09-01 44.0429059575091
2011-10-01 44.3504085142135
2011-11-01 44.6016694678773
2011-12-01 44.7192143879229
2012-01-01 44.7531368164009
2012-02-01 46.2004223906408
2012-03-01 46.4024422371797
2012-04-01 42.4327390280415
2012-05-01 42.3256465234839
2012-06-01 42.5316218303014
2012-07-01 42.6918795891059
2012-08-01 42.8434297077748
2012-09-01 43.0166887897797
2012-10-01 41.7196203257168
2012-11-01 41.8754639771369
2012-12-01 42.0530161298241
2013-01-01 41.9373436145664
2013-02-01 42.9586401481338
2013-03-01 43.5218395835066
2013-04-01 38.1356209066409
2013-05-01 38.1189738262484
2013-06-01 38.3002937870642
2013-07-01 38.4652412384409
2013-08-01 38.6607179674636
2013-09-01 38.8021652499205
2013-10-01 38.8361668202107
2013-11-01 38.9655188606925
2013-12-01 39.0764607361288
2014-01-01 39.0802593729443
2014-02-01 41.0246941967012
2014-03-01 41.0896619114918
2014-04-01 40.6044397489014
2014-05-01 40.4031454888004
2014-06-01 40.5011465797118
2014-07-01 40.6983415621654
2014-08-01 40.7967752052365
2014-09-01 40.9427296416165
2014-10-01 41.2463162464892
2014-11-01 41.3509322325237
2014-12-01 41.4388166062659
2015-01-01 41.4863785319463
2015-02-01 41.2392568878999
2015-03-01 41.4501634112349
2015-04-01 42.0482302320322
2015-05-01 41.5362093385045
2015-06-01 41.6644864605508
2015-07-01 41.7505425203686
2015-08-01 41.8713473477837
2015-09-01 41.9441665966112
2015-10-01 42.1687836977883
2015-11-01 42.2258072335277
2015-12-01 42.2827733500810
2016-01-01 42.3099042698586
2016-02-01 42.0115166322622
2016-03-01 42.3805528860755
2016-04-01 40.9905436372171
2016-05-01 40.9170320360852
2016-06-01 40.9935110569138
2016-07-01 41.0324391750258
2016-08-01 41.1047966429188
2016-09-01 41.1445523331311
2016-10-01 41.8970949118699
2016-11-01 41.9044780206465
2016-12-01 41.9375103919640
2017-01-01 41.9610152163554
2017-02-01 41.9017025403244
2017-03-01 41.7382518299543
2017-04-01 41.9557921295176
2017-05-01 42.2149759950752
2017-06-01 42.2102044170783
2017-07-01 42.2387482520048
2017-08-01 42.2293497283246
2017-09-01 42.2937882976068
2017-10-01 42.2012401630019
2017-11-01 42.2767840774068
2017-12-01 42.2744896251966
2018-01-01 42.3772846204561
2018-02-01 42.4209366860805
2018-03-01 42.6637551590845
2018-04-01 42.4636592132545
2018-05-01 41.8104051311116
2018-06-01 41.6872821168765
2018-07-01 41.6294164403436
2018-08-01 41.4782171127797
2018-09-01 41.6849860191814
2018-10-01 41.7352865145285
2018-11-01 41.7287252367674
2018-12-01 41.6569339841615
2019-01-01 41.8750477403380
2019-02-01 41.9018739470021
2019-03-01 42.3023502232728
2019-04-01 42.0420836370906
2019-05-01 41.9625603696200
2019-06-01 41.4894580081910
2019-07-01 41.3658681495178
2019-08-01 41.2835284207434
2019-09-01 41.6623326776750
2019-10-01 41.8670575900782
2019-11-01 41.8684811266773
2019-12-01 41.7352806885268
2020-01-01 42.1845534573840
2020-02-01 42.2481862296408
2020-03-01 42.2888646452592
2020-04-01 37.0542438889552
2020-05-01 37.2885348020828
2020-06-01 39.0295537031109
2020-07-01 39.4077084433749
2020-08-01 39.5350728940701
2020-09-01 37.9009821265054
2020-10-01 38.0689169671776
2020-11-01 38.2200718649800
2020-12-01 38.6789644162774
2021-01-01 37.6558400115011
2021-02-01 38.9519454869549
2021-03-01 40.2662094435137
2021-04-01 40.7585205415439
2021-05-01 41.0270141853807
2021-06-01 43.4591143489197
2021-07-01 42.4961776485463
2021-08-01 42.1606059145181
2021-09-01 42.2984701055372
2021-10-01 42.9624861909143
2021-11-01 43.1282465867573
2021-12-01 43.2764225365779
2022-01-01 42.7767479352584
2022-02-01 43.4948377188760
2022-03-01 44.0624561244854
2022-04-01 44.9157105408331
2022-05-01 44.4021594630780
2022-06-01 45.1260783393037
2022-07-01 46.7023589567659
2022-08-01 46.7948622281653
2022-09-01 46.0810253633677
2022-10-01 45.8418163022406
2022-11-01 45.9295917350049
2022-12-01 45.4465172214921
2023-01-01 46.0157846592301
2023-02-01 46.2212098556228
2023-03-01 46.2702147135825
2023-04-01 46.1306679157961
2023-05-01 46.0911612078423
2023-06-01 46.5778620431467
2023-07-01 46.3252271741552
2023-08-01 46.3023195652927
2023-09-01 46.0743717735052
2023-10-01 46.1482498428427
2023-11-01 46.1496112731184
2023-12-01 46.1910778811163
2024-01-01 46.4207348213893
2024-02-01 46.7817890271403
2024-03-01 46.8396507741217
2024-04-01 46.6961280513234
2024-05-01 46.0833066953589
2024-06-01 47.2613900543973
2024-07-01 46.5233986525309
2024-08-01 46.5144738072366
2024-09-01 46.4359862286870
2024-10-01 46.5709480028147
2024-11-01 46.8610519538544
2024-12-01 46.8123465110609
2025-01-01 46.7120049056602
2025-02-01 46.7126526723737
2025-03-01 46.7224676007790
2025-04-01 46.5971624092975
2025-05-01 46.4372138976330
2025-06-01 47.0453714946440
2025-07-01 46.2435848950730
2025-08-01 46.0295636244030
2025-09-01 45.9103782966432
2025-10-01 45.9162344265724
2025-11-01 45.8730988185483
2025-12-01 45.7314194183939
2026-01-01 46.6917575950085
2026-02-01 46.2452399009172
2026-03-01 46.4911672985346
2026-04-01 46.6535579240986
2026-05-01 46.7032213027710
2026-06-01 46.9805969327887

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