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 2026-05-01
Last Updated 2026-06-24 10:24 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 18.9352966216480
1990-02-01 19.5179608225564
1990-03-01 19.4624978985221
1990-04-01 19.3076013160510
1990-05-01 19.2823194345839
1990-06-01 19.3424474738855
1990-07-01 19.4389118589074
1990-08-01 19.3920302077106
1990-09-01 19.5676190754324
1990-10-01 20.7524397902991
1990-11-01 20.6977274281258
1990-12-01 20.8035248001002
1991-01-01 20.9393942861778
1991-02-01 20.7509934107836
1991-03-01 20.7175432883379
1991-04-01 20.7228194242653
1991-05-01 20.7290413961030
1991-06-01 20.8087409652924
1991-07-01 20.9329654634303
1991-08-01 20.8721136944397
1991-09-01 21.0587860572815
1991-10-01 21.5012164969311
1991-11-01 21.4883628461715
1991-12-01 21.6041381286404
1992-01-01 21.6969373484889
1992-02-01 21.4836462131950
1992-03-01 21.5874014287252
1992-04-01 22.1186809086685
1992-05-01 22.2399332098693
1992-06-01 22.3627262696173
1992-07-01 22.3917014136863
1992-08-01 22.4536161011821
1992-09-01 22.6398448715739
1992-10-01 21.8044953958771
1992-11-01 21.8537144719806
1992-12-01 21.9695004257524
1993-01-01 22.0842853212642
1993-02-01 22.2882750535055
1993-03-01 22.4458791708990
1993-04-01 22.2723691164170
1993-05-01 22.3699300655887
1993-06-01 22.4214194599415
1993-07-01 22.5408442311171
1993-08-01 22.6355922250321
1993-09-01 22.7063889173188
1993-10-01 22.8046643527857
1993-11-01 22.8973443901888
1993-12-01 23.0108344457087
1994-01-01 23.1497297834106
1994-02-01 23.3790606167533
1994-03-01 23.4716315728354
1994-04-01 23.6701307021011
1994-05-01 23.7724937443862
1994-06-01 23.8357777172475
1994-07-01 23.9772633740218
1994-08-01 24.0658565526567
1994-09-01 24.1424948106518
1994-10-01 24.3063155366333
1994-11-01 24.4147708204803
1994-12-01 24.5225402106931
1995-01-01 24.6097520212342
1995-02-01 24.6623990596052
1995-03-01 24.3802283834172
1995-04-01 24.5261837168753
1995-05-01 24.0206559733792
1995-06-01 24.1073901973629
1995-07-01 24.1369300293440
1995-08-01 24.2326422073701
1995-09-01 24.3628642454548
1995-10-01 24.9834713362376
1995-11-01 25.0847393004925
1995-12-01 25.1861691375947
1996-01-01 25.2674126200165
1996-02-01 24.9134049844487
1996-03-01 24.9930077596131
1996-04-01 25.0232526090048
1996-05-01 24.9350186088594
1996-06-01 24.9435699783280
1996-07-01 25.1051333950578
1996-08-01 25.1949525128694
1996-09-01 25.2743853728674
1996-10-01 25.2710172839311
1996-11-01 25.3744642992921
1996-12-01 25.4794080264544
1997-01-01 25.5349963686338
1997-02-01 25.7360961815570
1997-03-01 25.8993635370976
1997-04-01 26.5715143617550
1997-05-01 26.6899741159997
1997-06-01 26.7876088094689
1997-07-01 26.8775119970977
1997-08-01 26.9495148584770
1997-09-01 27.0721709541995
1997-10-01 28.3883000269117
1997-11-01 28.5170457697418
1997-12-01 28.6657703675322
1998-01-01 28.7122206885492
1998-02-01 29.3179787066023
1998-03-01 29.4886467708084
1998-04-01 29.3366146901695
1998-05-01 29.5811027456255
1998-06-01 29.6399975274291
1998-07-01 29.8009657104861
1998-08-01 29.9355475883457
1998-09-01 30.0358181512071
1998-10-01 30.2704161936851
1998-11-01 30.4131781611625
1998-12-01 30.4974942266146
1999-01-01 30.5916245799810
1999-02-01 31.3304964057020
1999-03-01 31.4184443407329
1999-04-01 31.7877704308749
1999-05-01 31.3226452260465
1999-06-01 31.4720993408277
1999-07-01 31.5823566462250
1999-08-01 31.6707826290626
1999-09-01 31.7967312031922
1999-10-01 32.3375884623816
1999-11-01 32.4779790995770
1999-12-01 32.5889842490788
2000-01-01 32.6658687348189
2000-02-01 34.0576038769669
2000-03-01 34.4308783927423
2000-04-01 34.5002715570552
2000-05-01 34.6127410018567
2000-06-01 34.7689865759334
2000-07-01 34.8655625651359
2000-08-01 34.9756538403026
2000-09-01 35.1209338259218
2000-10-01 35.0637369507430
2000-11-01 35.1905256643504
2000-12-01 35.3080435034586
2001-01-01 35.4171553391398
2001-02-01 35.5013816103936
2001-03-01 35.5550328820370
2001-04-01 35.9744355881860
2001-05-01 36.2026355443932
2001-06-01 36.2980537845316
2001-07-01 36.4459070167756
2001-08-01 36.6137302041152
2001-09-01 36.7263168870519
2001-10-01 36.8103826718635
2001-11-01 36.9155625280609
2001-12-01 37.0201940806469
2002-01-01 37.1146097850705
2002-02-01 37.1073448834500
2002-03-01 37.0231194460463
2002-04-01 37.5626031476972
2002-05-01 37.8512320320693
2002-06-01 37.9860787992419
2002-07-01 38.1792968666553
2002-08-01 38.3068100032496
2002-09-01 38.3850707325819
2002-10-01 38.5204141995879
2002-11-01 38.6033418194842
2002-12-01 38.6832359121470
2003-01-01 38.7444967020285
2003-02-01 38.8480320334152
2003-03-01 38.8242246292831
2003-04-01 38.6072916148875
2003-05-01 38.9085399063642
2003-06-01 39.0763276756026
2003-07-01 39.1647997315760
2003-08-01 39.2771279585555
2003-09-01 39.4100225530582
2003-10-01 39.2199509518928
2003-11-01 39.2789216935782
2003-12-01 39.3333837836939
2004-01-01 39.4123913838919
2004-02-01 40.0590166768216
2004-03-01 40.0145971691623
2004-04-01 40.2539367376078
2004-05-01 40.3369459047102
2004-06-01 40.4572060856938
2004-07-01 40.5455230411111
2004-08-01 40.6262807751301
2004-09-01 40.7528024070934
2004-10-01 41.4751362628544
2004-11-01 41.5109204165984
2004-12-01 41.5616706301654
2005-01-01 41.6588026124228
2005-02-01 41.9530197172949
2005-03-01 41.6781581708197
2005-04-01 41.5647060614254
2005-05-01 41.5064590417908
2005-06-01 41.5378662374959
2005-07-01 41.7130867505082
2005-08-01 41.7403564893603
2005-09-01 41.8040117787954
2005-10-01 42.0746620505482
2005-11-01 42.0819644794231
2005-12-01 42.1326475780700
2006-01-01 42.2247098224320
2006-02-01 42.9158436280659
2006-03-01 43.1275832065095
2006-04-01 43.3617905872388
2006-05-01 43.5133424770613
2006-06-01 43.6194852872299
2006-07-01 43.5674302944260
2006-08-01 43.6022117175605
2006-09-01 43.6013721239907
2006-10-01 43.6456927445176
2006-11-01 43.6210061120623
2006-12-01 43.6791298451549
2007-01-01 43.8580233458759
2007-02-01 43.1958859918895
2007-03-01 43.3251242758226
2007-04-01 43.1307268476322
2007-05-01 43.2118799872181
2007-06-01 43.2567040132661
2007-07-01 43.2769459903141
2007-08-01 43.2641858753297
2007-09-01 43.2083614816600
2007-10-01 42.3541388778560
2007-11-01 42.3265176152167
2007-12-01 42.3789374260517
2008-01-01 42.6626522148123
2008-02-01 41.7295385077280
2008-03-01 41.3702144831915
2008-04-01 41.2175379971483
2008-05-01 40.6510374315882
2008-06-01 40.7482980207857
2008-07-01 40.7146403341013
2008-08-01 40.7519699382185
2008-09-01 40.7515502650117
2008-10-01 39.6335408001366
2008-11-01 39.6311592862396
2008-12-01 39.6856130174592
2009-01-01 39.9419058531147
2009-02-01 39.4852668870459
2009-03-01 39.2415144658520
2009-04-01 38.6751392203337
2009-05-01 38.2187787823692
2009-06-01 38.3766474856379
2009-07-01 38.3216083518732
2009-08-01 38.3656365042845
2009-09-01 38.4225543308536
2009-10-01 38.4744386522002
2009-11-01 38.5229749226310
2009-12-01 38.6118884941017
2010-01-01 38.7233935017166
2010-02-01 41.1410246335028
2010-03-01 41.2543409887888
2010-04-01 41.2949007702984
2010-05-01 41.7374632832181
2010-06-01 41.8560468263761
2010-07-01 41.9334877808084
2010-08-01 41.9965177401545
2010-09-01 42.1067348658619
2010-10-01 42.1736252298859
2010-11-01 42.3740425972435
2010-12-01 42.4490357143252
2011-01-01 42.5083862686218
2011-02-01 42.7739079586067
2011-03-01 43.0069171000025
2011-04-01 43.0851356395794
2011-05-01 43.4428910320435
2011-06-01 43.5560021045490
2011-07-01 43.7237321569816
2011-08-01 43.8346017031620
2011-09-01 44.0429065138575
2011-10-01 44.3504099481503
2011-11-01 44.6016687862393
2011-12-01 44.7192276813903
2012-01-01 44.7531338947947
2012-02-01 46.2004098673108
2012-03-01 46.4024647673470
2012-04-01 42.4326981988761
2012-05-01 42.3256563673400
2012-06-01 42.5316248375476
2012-07-01 42.6918805594643
2012-08-01 42.8434339765667
2012-09-01 43.0166962752158
2012-10-01 41.7196288440874
2012-11-01 41.8754720856291
2012-12-01 42.0530352138058
2013-01-01 41.9373524973015
2013-02-01 42.9585681871064
2013-03-01 43.5218815822234
2013-04-01 38.1355706310059
2013-05-01 38.1189853594159
2013-06-01 38.3002991829290
2013-07-01 38.4652446291472
2013-08-01 38.6607263229792
2013-09-01 38.8021805537757
2013-10-01 38.8361845726805
2013-11-01 38.9655391375758
2013-12-01 39.0764898497001
2014-01-01 39.0802856243694
2014-02-01 41.0245469705344
2014-03-01 41.0897075649642
2014-04-01 40.6043796741940
2014-05-01 40.4031560921813
2014-06-01 40.5011580255382
2014-07-01 40.6983544975457
2014-08-01 40.7967938762482
2014-09-01 40.9427571436702
2014-10-01 41.2463465669725
2014-11-01 41.3509689021287
2014-12-01 41.4388606676638
2015-01-01 41.4864221805488
2015-02-01 41.2390272062726
2015-03-01 41.4502002500792
2015-04-01 42.0481606735396
2015-05-01 41.5362160579764
2015-06-01 41.6645099514697
2015-07-01 41.7505790452566
2015-08-01 41.8713868559972
2015-09-01 41.9442137093158
2015-10-01 42.1688369094045
2015-11-01 42.2258569045513
2015-12-01 42.2828100450558
2016-01-01 42.3099259112604
2016-02-01 42.0112941362689
2016-03-01 42.3804695085426
2016-04-01 40.9904331301062
2016-05-01 40.9170974385372
2016-06-01 40.9935757595560
2016-07-01 41.0325108050745
2016-08-01 41.1048667062208
2016-09-01 41.1446380167793
2016-10-01 41.8971725767622
2016-11-01 41.9045138995938
2016-12-01 41.9375023402264
2017-01-01 41.9609768587012
2017-02-01 41.9015363564538
2017-03-01 41.7379832564024
2017-04-01 41.9556946897352
2017-05-01 42.2151783578959
2017-06-01 42.2101907666263
2017-07-01 42.2389192172564
2017-08-01 42.2294374024285
2017-09-01 42.2939299845550
2017-10-01 42.2013374994500
2017-11-01 42.2767896615384
2017-12-01 42.2744676652879
2018-01-01 42.3772586970225
2018-02-01 42.4208275162737
2018-03-01 42.6631360293650
2018-04-01 42.4637808794707
2018-05-01 41.8108019640597
2018-06-01 41.6866491802464
2018-07-01 41.6297665473718
2018-08-01 41.4784078484403
2018-09-01 41.6851876709583
2018-10-01 41.7353631979515
2018-11-01 41.7287451911580
2018-12-01 41.6569911790538
2019-01-01 41.8752029980605
2019-02-01 41.9019280746281
2019-03-01 42.3019143172779
2019-04-01 42.0422530247501
2019-05-01 41.9625612162385
2019-06-01 41.4875574624362
2019-07-01 41.3664458014423
2019-08-01 41.2837795819127
2019-09-01 41.6626831651763
2019-10-01 41.8672062545606
2019-11-01 41.8686217039458
2019-12-01 41.7356876307152
2020-01-01 42.1852938342569
2020-02-01 42.2488515613812
2020-03-01 42.2893841210594
2020-04-01 37.0543848359401
2020-05-01 37.2869213672566
2020-06-01 39.0243808726900
2020-07-01 39.4089931381852
2020-08-01 39.5363248444297
2020-09-01 37.9014770333634
2020-10-01 38.0692901577147
2020-11-01 38.2204630821983
2020-12-01 38.6798220381620
2021-01-01 37.6573162146783
2021-02-01 38.9534772071538
2021-03-01 40.2682466149902
2021-04-01 40.7586782335430
2021-05-01 41.0240260588897
2021-06-01 43.4445249602973
2021-07-01 42.4993693225579
2021-08-01 42.1638487774658
2021-09-01 42.2996650169290
2021-10-01 42.9635129968470
2021-11-01 43.1294375057209
2021-12-01 43.2767816014966
2022-01-01 42.7794239401212
2022-02-01 43.4977483895970
2022-03-01 44.0665748627024
2022-04-01 44.9180214105988
2022-05-01 44.3965378905391
2022-06-01 45.1007211009278
2022-07-01 46.7087825489057
2022-08-01 46.8014128280588
2022-09-01 46.0832567314003
2022-10-01 45.8432697028765
2022-11-01 45.9304818342074
2022-12-01 45.4443646317360
2023-01-01 46.0180457415746
2023-02-01 46.2247682342450
2023-03-01 46.2764654231180
2023-04-01 46.1372495914854
2023-05-01 46.0876574614879
2023-06-01 46.5445778691944
2023-07-01 46.3339679090490
2023-08-01 46.3103943336909
2023-09-01 46.0777744815712
2023-10-01 46.1490042144287
2023-11-01 46.1471897208357
2023-12-01 46.1818671489001
2024-01-01 46.4186626907668
2024-02-01 46.7871962882493
2024-03-01 46.8472230547129
2024-04-01 46.7066072938504
2024-05-01 46.0926393529991
2024-06-01 47.2324657461853
2024-07-01 46.5279677212369
2024-08-01 46.5220169180413
2024-09-01 46.4403610315446
2024-10-01 46.5687766198056
2024-11-01 46.8503338215610
2024-12-01 46.7939067906233
2025-01-01 46.7028106933575
2025-02-01 46.7205256356547
2025-03-01 46.7330696550796
2025-04-01 46.6045921205701
2025-05-01 46.4720267953466
2025-06-01 47.0272812825848
2025-07-01 46.2407369960117
2025-08-01 46.0349149585514
2025-09-01 45.9149961430399
2025-10-01 45.9102500164927
2025-11-01 45.8537022921560
2025-12-01 45.7042571322885
2026-01-01 46.6756163476244
2026-02-01 46.2566425277813
2026-03-01 46.5040506883563
2026-04-01 46.6533882543231
2026-05-01 46.6676790814097

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