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 2026-07-01
Last Updated 2026-08-21 6:57 PM 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 18.9352966214830
1990-02-01 19.5179609154435
1990-03-01 19.4624979296015
1990-04-01 19.3076011753640
1990-05-01 19.2823192471460
1990-06-01 19.3424472833443
1990-07-01 19.4389117022276
1990-08-01 19.3920303079934
1990-09-01 19.5676194843441
1990-10-01 20.7524398875756
1990-11-01 20.6977274412577
1990-12-01 20.8035247203657
1991-01-01 20.9393942471943
1991-02-01 20.7509934965288
1991-03-01 20.7175433910534
1991-04-01 20.7228192293398
1991-05-01 20.7290412151436
1991-06-01 20.8087407970984
1991-07-01 20.9329653142212
1991-08-01 20.8721137635443
1991-09-01 21.0587864301296
1991-10-01 21.5012165560732
1991-11-01 21.4883628519784
1991-12-01 21.6041381137252
1992-01-01 21.6969374200676
1992-02-01 21.4836461729752
1992-03-01 21.5874017320569
1992-04-01 22.1186807718999
1992-05-01 22.2399328768957
1992-06-01 22.3627259405819
1992-07-01 22.3917011796494
1992-08-01 22.4536161163975
1992-09-01 22.6398452386339
1992-10-01 21.8044954624330
1992-11-01 21.8537144820325
1992-12-01 21.9695005188868
1993-01-01 22.0842856008110
1993-02-01 22.2882750092188
1993-03-01 22.4458796122693
1993-04-01 22.2723694119980
1993-05-01 22.3699293170439
1993-06-01 22.4214185799096
1993-07-01 22.5408436514359
1993-08-01 22.6355921803473
1993-09-01 22.7063894065256
1993-10-01 22.8046644684918
1993-11-01 22.8973443036837
1993-12-01 23.0108347295045
1994-01-01 23.1497304877264
1994-02-01 23.3790605777374
1994-03-01 23.4716324950696
1994-04-01 23.6701329569747
1994-05-01 23.7724923065464
1994-06-01 23.8357713824192
1994-07-01 23.9772641446462
1994-08-01 24.0658573426097
1994-09-01 24.1424956765125
1994-10-01 24.3063158704838
1994-11-01 24.4147709906115
1994-12-01 24.5225406572874
1995-01-01 24.6097525943639
1995-02-01 24.6623986254204
1995-03-01 24.3802306085401
1995-04-01 24.5261877806385
1995-05-01 24.0206538304012
1995-06-01 24.1073783628098
1995-07-01 24.1369322102535
1995-08-01 24.2326438728272
1995-09-01 24.3628655059255
1995-10-01 24.9834720889713
1995-11-01 25.0847399085358
1995-12-01 25.1861697381315
1996-01-01 25.2674128147432
1996-02-01 24.9134038510085
1996-03-01 24.9930113271032
1996-04-01 25.0232576107016
1996-05-01 24.9350161229046
1996-06-01 24.9435528682511
1996-07-01 25.1051376050168
1996-08-01 25.1949552194853
1996-09-01 25.2743869459096
1996-10-01 25.2710185247188
1996-11-01 25.3744656426494
1996-12-01 25.4794091639850
1997-01-01 25.5349958174253
1997-02-01 25.7360942527238
1997-03-01 25.8993673703021
1997-04-01 26.5715157549565
1997-05-01 26.6899723698520
1997-06-01 26.7875962688912
1997-07-01 26.8775148052636
1997-08-01 26.9495169979913
1997-09-01 27.0721727056519
1997-10-01 28.3883018385346
1997-11-01 28.5170473765032
1997-12-01 28.6657722429201
1998-01-01 28.7122199247905
1998-02-01 29.3179769329705
1998-03-01 29.4886486484724
1998-04-01 29.3366119104283
1998-05-01 29.5811025188153
1998-06-01 29.6399909419946
1998-07-01 29.8009675074119
1998-08-01 29.9355492755394
1998-09-01 30.0358199191308
1998-10-01 30.2704180036227
1998-11-01 30.4131795792271
1998-12-01 30.4974966984115
1999-01-01 30.5916236996861
1999-02-01 31.3304950982142
1999-03-01 31.4184434627102
1999-04-01 31.7877634848409
1999-05-01 31.3226472600669
1999-06-01 31.4720999202363
1999-07-01 31.5823570922989
1999-08-01 31.6707835973539
1999-09-01 31.7967327251144
1999-10-01 32.3375898622893
1999-11-01 32.4779798906231
1999-12-01 32.5889860516622
2000-01-01 32.6658679094603
2000-02-01 34.0576031309408
2000-03-01 34.4308753940903
2000-04-01 34.5002660593143
2000-05-01 34.6127437974195
2000-06-01 34.7689877514608
2000-07-01 34.8655636670182
2000-08-01 34.9756550378082
2000-09-01 35.1209350227357
2000-10-01 35.0637377802451
2000-11-01 35.1905260016421
2000-12-01 35.3080442980074
2001-01-01 35.4171543977594
2001-02-01 35.5013805312569
2001-03-01 35.5550296695412
2001-04-01 35.9744328591178
2001-05-01 36.2026386718278
2001-06-01 36.2980548076395
2001-07-01 36.4459080974652
2001-08-01 36.6137312169640
2001-09-01 36.7263176917166
2001-10-01 36.8103830004433
2001-11-01 36.9155625009405
2001-12-01 37.0201938511750
2002-01-01 37.1146088885943
2002-02-01 37.1073433549124
2002-03-01 37.0231168357807
2002-04-01 37.5626034953965
2002-05-01 37.8512342995038
2002-06-01 37.9860794629342
2002-07-01 38.1792976373023
2002-08-01 38.3068106752785
2002-09-01 38.3850712077706
2002-10-01 38.5204142881231
2002-11-01 38.6033417253923
2002-12-01 38.6832357313095
2003-01-01 38.7444962307641
2003-02-01 38.8480296068230
2003-03-01 38.8242228158968
2003-04-01 38.6072927891877
2003-05-01 38.9085415507094
2003-06-01 39.0763283871940
2003-07-01 39.1648002935950
2003-08-01 39.2771282515034
2003-09-01 39.4100226972654
2003-10-01 39.2199509478270
2003-11-01 39.2789218672680
2003-12-01 39.3333840877681
2004-01-01 39.4123915684602
2004-02-01 40.0590141536638
2004-03-01 40.0145964130333
2004-04-01 40.2539364182008
2004-05-01 40.3369469735925
2004-06-01 40.4572068915586
2004-07-01 40.5455234815149
2004-08-01 40.6262808435070
2004-09-01 40.7528023168923
2004-10-01 41.4751361935798
2004-11-01 41.5109206051927
2004-12-01 41.5616726413053
2005-01-01 41.6588034802442
2005-02-01 41.9530172362779
2005-03-01 41.6781582904165
2005-04-01 41.5647027583104
2005-05-01 41.5064602656094
2005-06-01 41.5378671585784
2005-07-01 41.7130870175246
2005-08-01 41.7403562869003
2005-09-01 41.8040114624722
2005-10-01 42.0746619199159
2005-11-01 42.0819644124954
2005-12-01 42.1326519922564
2006-01-01 42.2247112007743
2006-02-01 42.9158417425626
2006-03-01 43.1275831479885
2006-04-01 43.3617832621901
2006-05-01 43.5133456618601
2006-06-01 43.6194859084059
2006-07-01 43.5674301039292
2006-08-01 43.6022112446713
2006-09-01 43.6013718692605
2006-10-01 43.6456928087687
2006-11-01 43.6210057943012
2006-12-01 43.6791367848996
2007-01-01 43.8580256799394
2007-02-01 43.1958832349885
2007-03-01 43.3251220255485
2007-04-01 43.1307173624939
2007-05-01 43.2118879636434
2007-06-01 43.2567029770591
2007-07-01 43.2769446920255
2007-08-01 43.2641846711871
2007-09-01 43.2083609017610
2007-10-01 42.3541390934864
2007-11-01 42.3265181511553
2007-12-01 42.3789454643039
2008-01-01 42.6626580913028
2008-02-01 41.7295335280754
2008-03-01 41.3702100646519
2008-04-01 41.2175255927358
2008-05-01 40.6510502647535
2008-06-01 40.7482960289741
2008-07-01 40.7146383206392
2008-08-01 40.7519677271696
2008-09-01 40.7515486269253
2008-10-01 39.6335406696150
2008-11-01 39.6311606470720
2008-12-01 39.6856207085254
2009-01-01 39.9419159405723
2009-02-01 39.4852613397934
2009-03-01 39.2415085276136
2009-04-01 38.6751233992673
2009-05-01 38.2187983986796
2009-06-01 38.3766434802186
2009-07-01 38.3216051585267
2009-08-01 38.3656334620311
2009-09-01 38.4225507249306
2009-10-01 38.4744358518927
2009-11-01 38.5229730988360
2009-12-01 38.6119026844709
2010-01-01 38.7234055501178
2010-02-01 41.1410237138774
2010-03-01 41.2543371812642
2010-04-01 41.2948725761467
2010-05-01 41.7374861128680
2010-06-01 41.8560428048758
2010-07-01 41.9334850750419
2010-08-01 41.9965158146885
2010-09-01 42.1067300999401
2010-10-01 42.1736206991857
2010-11-01 42.3740384044951
2010-12-01 42.4490583985640
2011-01-01 42.5083954373308
2011-02-01 42.7739038418348
2011-03-01 43.0069475116854
2011-04-01 43.0850598433881
2011-05-01 43.4429200695975
2011-06-01 43.5560024425920
2011-07-01 43.7237327222823
2011-08-01 43.8346027872839
2011-09-01 44.0429050907055
2011-10-01 44.3504092626604
2011-11-01 44.6016656645474
2011-12-01 44.7192618384061
2012-01-01 44.7531397793513
2012-02-01 46.2003951309437
2012-03-01 46.4025279781167
2012-04-01 42.4325655289471
2012-05-01 42.3256864379716
2012-06-01 42.5316351421276
2012-07-01 42.6918857116422
2012-08-01 42.8434406997702
2012-09-01 43.0167047904543
2012-10-01 41.7196388202160
2012-11-01 41.8754843720762
2012-12-01 42.0530768742277
2013-01-01 41.9373816482563
2013-02-01 42.9584813223492
2013-03-01 43.5219883251238
2013-04-01 38.1353921662886
2013-05-01 38.1190118297315
2013-06-01 38.3003011629800
2013-07-01 38.4652394279948
2013-08-01 38.6607326826741
2013-09-01 38.8022113250355
2013-10-01 38.8362378918913
2013-11-01 38.9656207023162
2013-12-01 39.0765863698982
2014-01-01 39.0803424237160
2014-02-01 41.0243501112243
2014-03-01 41.0897335843119
2014-04-01 40.6040796220676
2014-05-01 40.4031121742421
2014-06-01 40.5011418542882
2014-07-01 40.6983713883217
2014-08-01 40.7968602532249
2014-09-01 40.9429037438521
2014-10-01 41.2465634290862
2014-11-01 41.3512917576712
2014-12-01 41.4391509328187
2015-01-01 41.4864923194998
2015-02-01 41.2385310886064
2015-03-01 41.4498309883246
2015-04-01 42.0474720904077
2015-05-01 41.5359593626931
2015-06-01 41.6645614410588
2015-07-01 41.7508493305848
2015-08-01 41.8717306481006
2015-09-01 41.9447070857404
2015-10-01 42.1694240331267
2015-11-01 42.2265045149855
2015-12-01 42.2833897006346
2016-01-01 42.3102212118709
2016-02-01 42.0109876996232
2016-03-01 42.3776533040032
2016-04-01 40.9895103650003
2016-05-01 40.9167455800966
2016-06-01 40.9934967570522
2016-07-01 41.0327207454695
2016-08-01 41.1067749286322
2016-09-01 41.1454326274457
2016-10-01 41.8982515257498
2016-11-01 41.9056036962172
2016-12-01 41.9386684672264
2017-01-01 41.9619826719715
2017-02-01 41.9021496280486
2017-03-01 41.7298405922887
2017-04-01 41.9552562459065
2017-05-01 42.2149636068415
2017-06-01 42.2080259079875
2017-07-01 42.2398911556464
2017-08-01 42.2344908775399
2017-09-01 42.2946806828124
2017-10-01 42.2028785669966
2017-11-01 42.2785895164327
2017-12-01 42.2767445629857
2018-01-01 42.3794443794773
2018-02-01 42.4221656157027
2018-03-01 42.6487064194268
2018-04-01 42.4648883056813
2018-05-01 41.8124433643988
2018-06-01 41.6754827318370
2018-07-01 41.6328420721835
2018-08-01 41.4871946744869
2018-09-01 41.6860658225181
2018-10-01 41.7371655015412
2018-11-01 41.7307602312838
2018-12-01 41.6636301941253
2019-01-01 41.8789229426264
2019-02-01 41.9056883293588
2019-03-01 42.2781762586762
2019-04-01 42.0462038951510
2019-05-01 41.9653519673856
2019-06-01 41.4643798986103
2019-07-01 41.3716158086914
2019-08-01 41.2944609015561
2019-09-01 41.6647848777376
2019-10-01 41.8697903478315
2019-11-01 41.8714068185037
2019-12-01 41.7474662144592
2020-01-01 42.1913934279599
2020-02-01 42.2556120257159
2020-03-01 42.2637177951391
2020-04-01 37.0576977206205
2020-05-01 37.2886031083174
2020-06-01 38.9839166043570
2020-07-01 39.4142843816888
2020-08-01 39.5487387296871
2020-09-01 37.9059747090246
2020-10-01 38.0731786497822
2020-11-01 38.2237125144630
2020-12-01 38.6961606797921
2021-01-01 37.6668006494348
2021-02-01 38.9657239557058
2021-03-01 40.2461110472760
2021-04-01 40.7631410928398
2021-05-01 41.0247356624103
2021-06-01 43.3593511131857
2021-07-01 42.5053212209056
2021-08-01 42.1826330925255
2021-09-01 42.3084191054299
2021-10-01 42.9709233182905
2021-11-01 43.1360548495046
2021-12-01 43.2974317043582
2022-01-01 42.7958421520009
2022-02-01 43.5171137113646
2022-03-01 44.0640973171686
2022-04-01 44.9277815383694
2022-05-01 44.4006775957829
2022-06-01 44.9332271151782
2022-07-01 46.7186452735976
2022-08-01 46.8287218897318
2022-09-01 46.0949840890584
2022-10-01 45.8552025767573
2022-11-01 45.9432043353934
2022-12-01 45.4714111566372
2023-01-01 46.0450898567606
2023-02-01 46.2549412967840
2023-03-01 46.2987086790775
2023-04-01 46.1668834566799
2023-05-01 46.1092504254508
2023-06-01 46.2511992137954
2023-07-01 46.3471551692316
2023-08-01 46.3349259763911
2023-09-01 46.0867175730668
2023-10-01 46.1629508262178
2023-11-01 46.1712788353598
2023-12-01 46.2263413073447
2024-01-01 46.4713253636283
2024-02-01 46.7999568641139
2024-03-01 46.9094483693574
2024-04-01 46.7706675392025
2024-05-01 46.1422464416141
2024-06-01 46.8156070403160
2024-07-01 46.5180543785383
2024-08-01 46.5193659923761
2024-09-01 46.4299529835897
2024-10-01 46.6073875588143
2024-11-01 46.8813229104311
2024-12-01 46.8691014885693
2025-01-01 46.7991401248117
2025-02-01 46.7079645434971
2025-03-01 46.8249872320554
2025-04-01 46.7088949753296
2025-05-01 46.5539539270006
2025-06-01 46.5114378124916
2025-07-01 46.1890112677440
2025-08-01 45.9995697425034
2025-09-01 45.8811539555859
2025-10-01 45.9786718553873
2025-11-01 45.8875501534048
2025-12-01 45.8107236010437
2026-01-01 46.8213262196754
2026-02-01 46.2019405525293
2026-03-01 46.6229173909911
2026-04-01 46.7920275583769
2026-05-01 46.8711057805715
2026-06-01 46.0878788410647
2026-07-01 46.9938990760033

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