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 2026-02-01
Last Updated 2026-04-23 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 18.9968890470437
1990-02-01 19.4525434648182
1990-03-01 19.4367890334313
1990-04-01 19.3626160599890
1990-05-01 19.3468920862778
1990-06-01 19.3892940374404
1990-07-01 19.4566446603148
1990-08-01 19.3827728969065
1990-09-01 19.6589788737819
1990-10-01 20.6356303171535
1990-11-01 20.6542337026476
1990-12-01 20.7419420229411
1991-01-01 20.9918645239834
1991-02-01 20.6880728846241
1991-03-01 20.6744749940237
1991-04-01 20.7997873052316
1991-05-01 20.8003521824715
1991-06-01 20.8572922869411
1991-07-01 20.9547097928393
1991-08-01 20.8679085040984
1991-09-01 21.1326533929104
1991-10-01 21.4007489134390
1991-11-01 21.4446707797683
1991-12-01 21.5426989057320
1992-01-01 21.7271523855061
1992-02-01 21.4277638251948
1992-03-01 21.5241636255768
1992-04-01 22.2318440568820
1992-05-01 22.3130907168729
1992-06-01 22.4089996213468
1992-07-01 22.4155473720097
1992-08-01 22.4546377348301
1992-09-01 22.6774966850518
1992-10-01 21.7378734771542
1992-11-01 21.8141430618605
1992-12-01 21.9190081232713
1993-01-01 22.0811099520459
1993-02-01 22.2407173708512
1993-03-01 22.3781353483782
1993-04-01 22.4073631667996
1993-05-01 22.4289085883534
1993-06-01 22.4568807888271
1993-07-01 22.5598918868812
1993-08-01 22.6379134666834
1993-09-01 22.7109894951144
1993-10-01 22.7647365096456
1993-11-01 22.8651011115894
1993-12-01 22.9739617171143
1994-01-01 23.1339062492195
1994-02-01 23.3362781442752
1994-03-01 23.4170159051847
1994-04-01 23.8155211648128
1994-05-01 23.8058974678973
1994-06-01 23.8546741418885
1994-07-01 23.9866085876034
1994-08-01 24.0633424959288
1994-09-01 24.1307345352691
1994-10-01 24.2861431326967
1994-11-01 24.3942246974292
1994-12-01 24.5046638081264
1995-01-01 24.5944416317604
1995-02-01 24.6300080439261
1995-03-01 24.3436904460714
1995-04-01 24.6469620093891
1995-05-01 24.0298207228713
1995-06-01 24.1103245448531
1995-07-01 24.1359153852438
1995-08-01 24.2260474242673
1995-09-01 24.3521558516165
1995-10-01 24.9711951730761
1995-11-01 25.0767182158650
1995-12-01 25.1823123331574
1996-01-01 25.2667178868316
1996-02-01 24.8912848799904
1996-03-01 24.9696087582410
1996-04-01 25.1058120815775
1996-05-01 24.9314424712691
1996-06-01 24.9366176569757
1996-07-01 25.0987487677511
1996-08-01 25.1875546542305
1996-09-01 25.2666382945196
1996-10-01 25.2653950042939
1996-11-01 25.3745562442962
1996-12-01 25.4836340096067
1997-01-01 25.5392022935121
1997-02-01 25.7247086520961
1997-03-01 25.8871332262075
1997-04-01 26.6118159928662
1997-05-01 26.6873986195512
1997-06-01 26.7816430736041
1997-07-01 26.8714485660031
1997-08-01 26.9443659299234
1997-09-01 27.0679172965225
1997-10-01 28.3850828054612
1997-11-01 28.5176038683430
1997-12-01 28.6705171919976
1998-01-01 28.7171356401020
1998-02-01 29.3023899327871
1998-03-01 29.4935426430389
1998-04-01 29.3538287043144
1998-05-01 29.5818258884747
1998-06-01 29.6378800793998
1998-07-01 29.7983127992903
1998-08-01 29.9330514129337
1998-09-01 30.0330268548347
1998-10-01 30.2666150138148
1998-11-01 30.4096639960045
1998-12-01 30.4964565926025
1999-01-01 30.5936352395715
1999-02-01 31.3116831786631
1999-03-01 31.4417678852122
1999-04-01 31.7939749520450
1999-05-01 31.3256919430104
1999-06-01 31.4742877175676
1999-07-01 31.5825637268557
1999-08-01 31.6694112104907
1999-09-01 31.7941048164703
1999-10-01 32.3324285035345
1999-11-01 32.4704983837346
1999-12-01 32.5812668369395
2000-01-01 32.6697962878398
2000-02-01 34.0298006135545
2000-03-01 34.4679752595103
2000-04-01 34.5096531833156
2000-05-01 34.6152198659299
2000-06-01 34.7712902939576
2000-07-01 34.8658095626481
2000-08-01 34.9734350078714
2000-09-01 35.1166204283521
2000-10-01 35.0581951911191
2000-11-01 35.1839202986338
2000-12-01 35.3004162618992
2001-01-01 35.4191033323295
2001-02-01 35.4757784904545
2001-03-01 35.5956853558948
2001-04-01 35.9798074935841
2001-05-01 36.2015542239668
2001-06-01 36.2993005011848
2001-07-01 36.4450084258221
2001-08-01 36.6114014087600
2001-09-01 36.7191340531970
2001-10-01 36.8093357501994
2001-11-01 36.9151403878974
2001-12-01 37.0190443249232
2002-01-01 37.1201457202498
2002-02-01 37.0781542647747
2002-03-01 37.0558140718313
2002-04-01 37.5634587751509
2002-05-01 37.8469380085731
2002-06-01 37.9852838430520
2002-07-01 38.1773633060630
2002-08-01 38.3059680243254
2002-09-01 38.3766160701723
2002-10-01 38.5255938210631
2002-11-01 38.6110492507268
2002-12-01 38.6924820907684
2003-01-01 38.7556065115074
2003-02-01 38.8067440418870
2003-03-01 38.8463742035739
2003-04-01 38.6037918238855
2003-05-01 38.9030749787846
2003-06-01 39.0739945304014
2003-07-01 39.1629910282927
2003-08-01 39.2789835522718
2003-09-01 39.4015048228792
2003-10-01 39.2305344739818
2003-11-01 39.2917724066364
2003-12-01 39.3506506178195
2004-01-01 39.4365836219002
2004-02-01 39.9954032091448
2004-03-01 40.0200599639535
2004-04-01 40.2623834914834
2004-05-01 40.3293967981068
2004-06-01 40.4526198724344
2004-07-01 40.5440024674951
2004-08-01 40.6292736876821
2004-09-01 40.7497336218288
2004-10-01 41.4858022488387
2004-11-01 41.5248924211694
2004-12-01 41.5816629642773
2005-01-01 41.6900363008936
2005-02-01 41.8731465724025
2005-03-01 41.6761846262820
2005-04-01 41.5905039936287
2005-05-01 41.4953504702961
2005-06-01 41.5311494146570
2005-07-01 41.7121135077923
2005-08-01 41.7429480049183
2005-09-01 41.8038531911513
2005-10-01 42.0823218258301
2005-11-01 42.0927074977402
2005-12-01 42.1464044050487
2006-01-01 42.2553098373464
2006-02-01 42.8479277276741
2006-03-01 43.1166208289224
2006-04-01 43.4059378079497
2006-05-01 43.4931148622986
2006-06-01 43.6120572817441
2006-07-01 43.5671019955192
2006-08-01 43.6040298448224
2006-09-01 43.6028732155614
2006-10-01 43.6491168494515
2006-11-01 43.6274738697820
2006-12-01 43.6820595584021
2007-01-01 43.8795287663414
2007-02-01 43.1589878005350
2007-03-01 43.3192315718392
2007-04-01 43.1704700757510
2007-05-01 43.1834562868576
2007-06-01 43.2544966780840
2007-07-01 43.2783752440240
2007-08-01 43.2658908114926
2007-09-01 43.2086966722337
2007-10-01 42.3555658785786
2007-11-01 42.3289375431880
2007-12-01 42.3723860844020
2008-01-01 42.6692084105440
2008-02-01 41.7242262057027
2008-03-01 41.3699138942469
2008-04-01 41.2478021534100
2008-05-01 40.6173508667678
2008-06-01 40.7519319458104
2008-07-01 40.7182780819626
2008-08-01 40.7550951268018
2008-09-01 40.7532700036447
2008-10-01 39.6348017684014
2008-11-01 39.6308362740100
2008-12-01 39.6758267301622
2009-01-01 39.9338787207637
2009-02-01 39.4913915840114
2009-03-01 39.2474075696723
2009-04-01 38.6963295944339
2009-05-01 38.1859905013310
2009-06-01 38.3854510911141
2009-07-01 38.3281759934982
2009-08-01 38.3708784515201
2009-09-01 38.4275340282674
2009-10-01 38.4787464354042
2009-11-01 38.5241237669567
2009-12-01 38.5966706555478
2010-01-01 38.7068591866374
2010-02-01 41.1408162556570
2010-03-01 41.2517193093348
2010-04-01 41.3205541348115
2010-05-01 41.7169968548533
2010-06-01 41.8681166321006
2010-07-01 41.9431086512933
2010-08-01 42.0053446304184
2010-09-01 42.1154752573057
2010-10-01 42.1795902901233
2010-11-01 42.3755870581514
2010-12-01 42.4278412558888
2011-01-01 42.4878345712554
2011-02-01 42.7532722396880
2011-03-01 42.9924630721635
2011-04-01 43.1263901810348
2011-05-01 43.4377512367935
2011-06-01 43.5717288327628
2011-07-01 43.7368026003617
2011-08-01 43.8453164134257
2011-09-01 44.0516257419950
2011-10-01 44.3547980026040
2011-11-01 44.6019533728323
2011-12-01 44.6896787144420
2012-01-01 44.7302014360851
2012-02-01 46.1637438664534
2012-03-01 46.3758939463547
2012-04-01 42.4941087014440
2012-05-01 42.3386959730204
2012-06-01 42.5467970638270
2012-07-01 42.7035687944378
2012-08-01 42.8512549038546
2012-09-01 43.0188211988497
2012-10-01 41.7151418286579
2012-11-01 41.8661516687460
2012-12-01 42.0255899225967
2013-01-01 41.9100227232896
2013-02-01 42.9385727532002
2013-03-01 43.5034982455485
2013-04-01 38.2081623776956
2013-05-01 38.1289524780675
2013-06-01 38.3090265935048
2013-07-01 38.4702048685041
2013-08-01 38.6605496893733
2013-09-01 38.7952200297313
2013-10-01 38.8239812423456
2013-11-01 38.9496584569099
2013-12-01 39.0520606687492
2014-01-01 39.0543404385990
2014-02-01 41.0348693297213
2014-03-01 41.0867591765610
2014-04-01 40.6929276681581
2014-05-01 40.4025772521015
2014-06-01 40.4975596452319
2014-07-01 40.6919638485013
2014-08-01 40.7870394096901
2014-09-01 40.9268366567086
2014-10-01 41.2268135710724
2014-11-01 41.3306804896924
2014-12-01 41.4193464608497
2015-01-01 41.4646882953023
2015-02-01 41.2690837454813
2015-03-01 41.4854162530844
2015-04-01 42.1323670233649
2015-05-01 41.5138292787477
2015-06-01 41.6457672414826
2015-07-01 41.7323448032361
2015-08-01 41.8530879601503
2015-09-01 41.9241887238841
2015-10-01 42.1488203346613
2015-11-01 42.2093788143447
2015-12-01 42.2705146220976
2016-01-01 42.3010160059869
2016-02-01 42.0344707330371
2016-03-01 42.4560088314808
2016-04-01 41.0581215382746
2016-05-01 40.8788622129359
2016-06-01 40.9636486513467
2016-07-01 41.0068237717515
2016-08-01 41.0859554925263
2016-09-01 41.1235045843361
2016-10-01 41.8804696951112
2016-11-01 41.8960651172449
2016-12-01 41.9341520225860
2017-01-01 41.9599424096585
2017-02-01 41.9093122989751
2017-03-01 41.8494911164195
2017-04-01 41.9846519354194
2017-05-01 42.1760411262755
2017-06-01 42.1777273408385
2017-07-01 42.2074657579561
2017-08-01 42.2065048626896
2017-09-01 42.2730843360030
2017-10-01 42.1903768863336
2017-11-01 42.2775269755244
2017-12-01 42.2838544795214
2018-01-01 42.3899822015062
2018-02-01 42.4286946433201
2018-03-01 42.7688574073724
2018-04-01 42.4605467440890
2018-05-01 41.7720667402938
2018-06-01 41.6563403591904
2018-07-01 41.5919367460992
2018-08-01 41.4519880080133
2018-09-01 41.6638735502123
2018-10-01 41.7307587241195
2018-11-01 41.7430310408617
2018-12-01 41.6833969598339
2019-01-01 41.9096966243685
2019-02-01 41.9380356411039
2019-03-01 42.3825000197127
2019-04-01 41.9865646840021
2019-05-01 41.9121005256133
2019-06-01 41.4568698718478
2019-07-01 41.3242748375010
2019-08-01 41.2474572670022
2019-09-01 41.6452931305997
2019-10-01 41.8734778924635
2019-11-01 41.8979275888141
2019-12-01 41.7826137469523
2020-01-01 42.2552074833117
2020-02-01 42.3415240932807
2020-03-01 42.3027545578201
2020-04-01 36.9671595887898
2020-05-01 37.2199960317829
2020-06-01 38.9921541084756
2020-07-01 39.3666261096858
2020-08-01 39.5052834958653
2020-09-01 37.8925396518205
2020-10-01 38.0859315300866
2020-11-01 38.2602467815093
2020-12-01 38.7313329765178
2021-01-01 37.7422354306380
2021-02-01 39.0790415453077
2021-03-01 40.2313199930822
2021-04-01 40.6253552178611
2021-05-01 40.9320636867311
2021-06-01 43.4128348294043
2021-07-01 42.4584359194056
2021-08-01 42.1485869740664
2021-09-01 42.3028361569996
2021-10-01 42.9933109098191
2021-11-01 43.1786511841167
2021-12-01 43.3196311075911
2022-01-01 42.8759493873244
2022-02-01 43.6387349870221
2022-03-01 43.9808288123375
2022-04-01 44.7850151383987
2022-05-01 44.3042350468817
2022-06-01 45.0850930812936
2022-07-01 46.6785697751975
2022-08-01 46.8179434816575
2022-09-01 46.1001540950214
2022-10-01 45.8753539367522
2022-11-01 45.9709772860127
2022-12-01 45.4491275688701
2023-01-01 46.0795290487415
2023-02-01 46.3082314209556
2023-03-01 46.2068442996871
2023-04-01 46.0545821429050
2023-05-01 46.0275211487423
2023-06-01 46.5535100205925
2023-07-01 46.3328096393591
2023-08-01 46.3553538367070
2023-09-01 46.1045821054392
2023-10-01 46.1724071495861
2023-11-01 46.1587067321944
2023-12-01 46.1364685113708
2024-01-01 46.4106949819446
2024-02-01 46.7834319752414
2024-03-01 46.8012799602849
2024-04-01 46.7058425135455
2024-05-01 46.1098272839869
2024-06-01 47.2609772046465
2024-07-01 46.5641644231523
2024-08-01 46.5811007472929
2024-09-01 46.4730052267420
2024-10-01 46.5788323309634
2024-11-01 46.8217435731687
2024-12-01 46.7107998341809
2025-01-01 46.6113794690541
2025-02-01 46.6469035202324
2025-03-01 46.6780608823157
2025-04-01 46.6969374023992
2025-05-01 46.5888944888047
2025-06-01 47.0677573072816
2025-07-01 46.3035763152225
2025-08-01 46.0962404369536
2025-09-01 45.9469047688305
2025-10-01 45.9088175193435
2025-11-01 45.7943623331189
2025-12-01 45.6038024014741
2026-01-01 46.5204551727663
2026-02-01 46.1469101916004

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