Table Data - All Employees: Education and Health Services: Private Education and Health Services in State College, PA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in State College, PA (MSA)
Series ID STAT342EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-07-01
Last Updated 2026-08-21 7:31 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 3.90702672079301
1990-02-01 3.98614156328455
1990-03-01 4.08735815733037
1990-04-01 3.78201824040294
1990-05-01 3.81789718894623
1990-06-01 3.95712801174817
1990-07-01 4.06232773663235
1990-08-01 4.17076017544704
1990-09-01 4.07399949204113
1990-10-01 4.06328032395967
1990-11-01 4.07945777078901
1990-12-01 4.00978867791231
1991-01-01 3.80787814109014
1991-02-01 3.99098924356984
1991-03-01 3.99346870921021
1991-04-01 3.97854889319781
1991-05-01 4.01740264413582
1991-06-01 4.15396362399896
1991-07-01 3.95400680236150
1991-08-01 3.97046722240612
1991-09-01 4.07611613650709
1991-10-01 4.16313527563650
1991-11-01 4.17473716322425
1991-12-01 4.21440024532558
1992-01-01 4.31176293521598
1992-02-01 4.30278225722210
1992-03-01 4.39913552349091
1992-04-01 4.37778009322718
1992-05-01 4.41257301256788
1992-06-01 4.44445509848827
1992-07-01 4.43839186928513
1992-08-01 4.46846748022408
1992-09-01 4.48323929420616
1992-10-01 4.46254054462716
1992-11-01 4.47134654991387
1992-12-01 4.62245240441132
1993-01-01 4.62070435701705
1993-02-01 4.61309147429766
1993-03-01 4.60345304670585
1993-04-01 4.68132530487999
1993-05-01 4.60872489651550
1993-06-01 4.63542356966734
1993-07-01 4.61359996205268
1993-08-01 4.65780557760404
1993-09-01 4.69173710622986
1993-10-01 4.66558805064451
1993-11-01 4.66803575954986
1993-12-01 4.63530286556637
1994-01-01 4.63587114714671
1994-02-01 4.62290416450298
1994-03-01 4.60543036449400
1994-04-01 4.68567283436086
1994-05-01 4.79947323198448
1994-06-01 4.72144371242653
1994-07-01 4.79597176802324
1994-08-01 4.74665717839248
1994-09-01 4.79763635777248
1994-10-01 4.96901174576555
1994-11-01 4.96831180149751
1994-12-01 4.85233380509275
1995-01-01 5.05029283100545
1995-02-01 5.12564099552510
1995-03-01 5.20758123738830
1995-04-01 5.18707179811127
1995-05-01 5.28732257272971
1995-06-01 5.30613178868700
1995-07-01 5.38651691227834
1995-08-01 5.44131263298986
1995-09-01 5.30423637941838
1995-10-01 5.37362749808563
1995-11-01 5.37042971591786
1995-12-01 5.36517343381694
1996-01-01 5.36218886103067
1996-02-01 5.42475864866891
1996-03-01 5.40630429416889
1996-04-01 5.38474578118544
1996-05-01 5.37012636121035
1996-06-01 5.38731150016670
1996-07-01 5.49508852692835
1996-08-01 5.54504371187034
1996-09-01 5.51378709863739
1996-10-01 5.47535714794919
1996-11-01 5.47717312619554
1996-12-01 5.37317189842106
1997-01-01 5.36176466402502
1997-02-01 5.31683491007317
1997-03-01 5.40068342870913
1997-04-01 5.38063921841864
1997-05-01 5.46035493116073
1997-06-01 5.47321407159614
1997-07-01 5.41369731747018
1997-08-01 5.45411423456218
1997-09-01 5.52084868550570
1997-10-01 5.47535440685729
1997-11-01 5.48367414196994
1997-12-01 5.56783648337760
1998-01-01 5.65910332176228
1998-02-01 5.61293627331551
1998-03-01 5.59589571159801
1998-04-01 5.67871470218769
1998-05-01 5.65309677905714
1998-06-01 5.65993736910138
1998-07-01 5.53305346302552
1998-08-01 5.56320751700533
1998-09-01 5.62325543719033
1998-10-01 5.67957294708892
1998-11-01 5.68965917932511
1998-12-01 5.75727986669729
1999-01-01 5.75359520394562
1999-02-01 5.80983017516946
1999-03-01 5.79213720714915
1999-04-01 5.88529120446489
1999-05-01 5.85486218144104
1999-06-01 5.84831701370995
1999-07-01 5.83921157424469
1999-08-01 5.86411754896337
1999-09-01 5.82283161047272
1999-10-01 5.88666284668879
1999-11-01 5.89255961647411
1999-12-01 5.84944124656320
2000-01-01 5.95372439815452
2000-02-01 5.90792051302194
2000-03-01 5.88819020800154
2000-04-01 5.80308757960717
2000-05-01 5.76537491157195
2000-06-01 5.73847214591328
2000-07-01 5.72965240782782
2000-08-01 5.74428811156962
2000-09-01 5.82229480320573
2000-10-01 5.89967256881291
2000-11-01 5.99314040559890
2000-12-01 5.95207102739182
2001-01-01 5.85073928717908
2001-02-01 5.90461458856913
2001-03-01 5.98516134357568
2001-04-01 6.23382164711910
2001-05-01 6.18876428015692
2001-06-01 6.13284088345575
2001-07-01 6.30439875084831
2001-08-01 6.30936249183747
2001-09-01 6.41692980682515
2001-10-01 6.40558181643178
2001-11-01 6.48935287840186
2001-12-01 6.56632819339288
2002-01-01 6.55440126167071
2002-02-01 6.60729937394366
2002-03-01 6.69124499292449
2002-04-01 6.66506808869578
2002-05-01 6.71211407924503
2002-06-01 6.72724120882961
2002-07-01 6.66566121062794
2002-08-01 6.66995235995289
2002-09-01 6.60934890431159
2002-10-01 6.51302037144707
2002-11-01 6.48856190114746
2002-12-01 6.48622965999383
2003-01-01 6.55394983690790
2003-02-01 6.61280439449838
2003-03-01 6.60198367563239
2003-04-01 6.58884906109138
2003-05-01 6.53473396055711
2003-06-01 6.72322417557376
2003-07-01 6.52270461944044
2003-08-01 6.63812671370373
2003-09-01 6.60639859265941
2003-10-01 6.60902198655761
2003-11-01 6.68786044531651
2003-12-01 6.71144056774416
2004-01-01 6.75766787865411
2004-02-01 6.72194226528723
2004-03-01 6.71642984733536
2004-04-01 6.69606788248553
2004-05-01 6.64743943175673
2004-06-01 6.82079369270318
2004-07-01 6.88075471896899
2004-08-01 7.01866054062260
2004-09-01 6.91074469548286
2004-10-01 7.00636002586799
2004-11-01 6.99008567720884
2004-12-01 6.92709399223349
2005-01-01 6.95792837246927
2005-02-01 7.03539265491627
2005-03-01 7.03034856873923
2005-04-01 7.09430809104024
2005-05-01 7.14942502432934
2005-06-01 7.21981999517991
2005-07-01 7.34683357895676
2005-08-01 7.51426335047083
2005-09-01 7.51706168327698
2005-10-01 7.29729234040097
2005-11-01 7.39254805599001
2005-12-01 7.43439581112055
2006-01-01 7.46848727361004
2006-02-01 7.45072805613973
2006-03-01 7.44604035202943
2006-04-01 7.58185955594826
2006-05-01 7.33659702722883
2006-06-01 7.31822732557400
2006-07-01 7.32397585538235
2006-08-01 7.31719603799880
2006-09-01 7.32121753700127
2006-10-01 7.40067322004377
2006-11-01 7.40226441620572
2006-12-01 7.33007482785192
2007-01-01 7.37459313558558
2007-02-01 7.36087774572859
2007-03-01 7.45434464989713
2007-04-01 7.46502490286659
2007-05-01 7.52176586820187
2007-06-01 7.51657590881533
2007-07-01 7.52418451191138
2007-08-01 7.42418832081926
2007-09-01 7.42361627812549
2007-10-01 7.40347374616522
2007-11-01 7.41005323985992
2007-12-01 7.52343803277225
2008-01-01 7.48047809795561
2008-02-01 7.46013509025136
2008-03-01 7.45504822131848
2008-04-01 7.64934553301897
2008-05-01 7.51205326719911
2008-06-01 7.51322828786920
2008-07-01 7.54238144834029
2008-08-01 7.53243333409016
2008-09-01 7.52387952837118
2008-10-01 7.51420112546659
2008-11-01 7.51549734040723
2008-12-01 7.50900556445056
2009-01-01 7.47473447706270
2009-02-01 7.54787237691785
2009-03-01 7.54950895324502
2009-04-01 7.64583102585117
2009-05-01 7.71291765373162
2009-06-01 7.71491347762847
2009-07-01 7.77306411738463
2009-08-01 7.83611782479698
2009-09-01 7.81974296076626
2009-10-01 7.82181835567713
2009-11-01 7.81110057439432
2009-12-01 7.79793054069192
2010-01-01 7.86785239379925
2010-02-01 7.83073634885834
2010-03-01 7.84279592956667
2010-04-01 7.84896139300225
2010-05-01 7.92229413528458
2010-06-01 7.71707097846650
2010-07-01 7.80207903525561
2010-08-01 7.83281509457266
2010-09-01 7.91739008715726
2010-10-01 8.03374047045977
2010-11-01 8.00430048801194
2010-12-01 8.08998195775767
2011-01-01 8.05116099484853
2011-02-01 8.11743834128604
2011-03-01 8.13050703141628
2011-04-01 8.15981474506494
2011-05-01 8.13657465691186
2011-06-01 8.22460431157814
2011-07-01 8.21924762998961
2011-08-01 8.22550359266776
2011-09-01 8.31468237050056
2011-10-01 8.44148398257660
2011-11-01 8.39653910754371
2011-12-01 8.28603797145143
2012-01-01 8.44218021671100
2012-02-01 8.51830043237598
2012-03-01 8.51920032265614
2012-04-01 8.46813008917451
2012-05-01 8.54634368863711
2012-06-01 8.52414299804275
2012-07-01 8.51300621145615
2012-08-01 8.62398635237749
2012-09-01 8.62122388828110
2012-10-01 8.54776756784063
2012-11-01 8.59526889453401
2012-12-01 8.58923932133240
2013-01-01 8.63289678972482
2013-02-01 8.62490421680393
2013-03-01 8.60619946702060
2013-04-01 8.67702872805259
2013-05-01 8.65169044003605
2013-06-01 8.72414523458724
2013-07-01 8.69146450019894
2013-08-01 8.82378228673743
2013-09-01 8.82405572749630
2013-10-01 8.95076920173481
2013-11-01 9.20309939056149
2013-12-01 9.30186351046017
2014-01-01 9.22862755075620
2014-02-01 9.23271040384552
2014-03-01 9.29977511984503
2014-04-01 9.27306423537410
2014-05-01 9.35278622241023
2014-06-01 9.31689101420684
2014-07-01 9.47139576446847
2014-08-01 9.52974999979614
2014-09-01 9.42962342755288
2014-10-01 9.34731472473631
2014-11-01 9.31485698132514
2014-12-01 9.32123971944775
2015-01-01 9.22609932735847
2015-02-01 9.23430319671725
2015-03-01 9.18958343845017
2015-04-01 9.36252313633646
2015-05-01 9.45468442154245
2015-06-01 9.41771056743598
2015-07-01 9.45679503969046
2015-08-01 9.33868105063376
2015-09-01 9.32787281319920
2015-10-01 9.44094334335570
2015-11-01 9.42980215123267
2015-12-01 9.43212229773991
2016-01-01 9.53424867573007
2016-02-01 9.53041077417441
2016-03-01 9.58446837035196
2016-04-01 9.54028162728638
2016-05-01 9.55441999832529
2016-06-01 9.61969365899211
2016-07-01 9.65844859887261
2016-08-01 9.65566207882115
2016-09-01 9.72849730362351
2016-10-01 9.72703145181150
2016-11-01 9.73120805552992
2016-12-01 9.73108555229201
2017-01-01 9.84882313902977
2017-02-01 9.82403652333193
2017-03-01 9.78244266999648
2017-04-01 9.82697403655923
2017-05-01 9.86064327709081
2017-06-01 9.92969084677392
2017-07-01 9.86557791008710
2017-08-01 9.96159978055483
2017-09-01 10.01827954761330
2017-10-01 10.01326024886690
2017-11-01 10.02215539332140
2017-12-01 10.02177804063690
2018-01-01 10.07098968454800
2018-02-01 10.22379690562770
2018-03-01 10.18850913392980
2018-04-01 10.22022988316050
2018-05-01 10.16663828809350
2018-06-01 10.14014368036010
2018-07-01 10.17515406655570
2018-08-01 10.16001414976950
2018-09-01 10.11164212552570
2018-10-01 10.09469858938970
2018-11-01 10.10040316111940
2018-12-01 10.20439290570300
2019-01-01 10.19901576822220
2019-02-01 10.23257082586510
2019-03-01 10.19928008758320
2019-04-01 10.22364927085170
2019-05-01 10.17428550634320
2019-06-01 10.05600664269230
2019-07-01 9.96864762901870
2019-08-01 9.94422982551592
2019-09-01 10.00387227913140
2019-10-01 10.08612922307630
2019-11-01 10.18296290572650
2019-12-01 10.19124891234040
2020-01-01 10.12345778352660
2020-02-01 10.14349386959720
2020-03-01 10.00686142819450
2020-04-01 8.53007168319468
2020-05-01 8.87373858737672
2020-06-01 9.06477542248184
2020-07-01 9.16271006410856
2020-08-01 9.23417647978874
2020-09-01 9.30350835013276
2020-10-01 9.28267751426170
2020-11-01 9.26971765802212
2020-12-01 9.18513500624928
2021-01-01 9.13470274227310
2021-02-01 9.14790454534496
2021-03-01 9.21101194139503
2021-04-01 9.13713407716420
2021-05-01 9.17115165341603
2021-06-01 9.16916109869073
2021-07-01 9.25671746224078
2021-08-01 9.22805156772400
2021-09-01 9.10111036622857
2021-10-01 9.29071214882898
2021-11-01 9.27146755165084
2021-12-01 9.29268175881442
2022-01-01 9.22878657955163
2022-02-01 9.24002508253955
2022-03-01 9.20768174374664
2022-04-01 9.33632915341412
2022-05-01 9.36118011416649
2022-06-01 9.36984717998423
2022-07-01 9.46464429843393
2022-08-01 9.53446781698794
2022-09-01 9.50445320649961
2022-10-01 9.49897819315911
2022-11-01 9.58178048928569
2022-12-01 9.60341196360752
2023-01-01 9.71353832806118
2023-02-01 9.72343990108900
2023-03-01 9.80435968822690
2023-04-01 9.72122304977894
2023-05-01 9.74543988613395
2023-06-01 9.87332374261906
2023-07-01 9.78090718164733
2023-08-01 9.84661821501098
2023-09-01 9.91218808908114
2023-10-01 9.91172889844617
2023-11-01 9.99758639685864
2023-12-01 9.91311515785200
2024-01-01 10.19059730436670
2024-02-01 10.20374033407250
2024-03-01 10.19646640526380
2024-04-01 10.20343037325380
2024-05-01 10.22994958713250
2024-06-01 10.17349182117540
2024-07-01 10.20516346150960
2024-08-01 10.16696416371810
2024-09-01 10.22194144359120
2024-10-01 10.21750349136210
2024-11-01 10.20736265159590
2024-12-01 10.41578588474020
2025-01-01 10.27186402397470
2025-02-01 10.28891250079990
2025-03-01 10.29399704840290
2025-04-01 10.38898158307460
2025-05-01 10.41805482054280
2025-06-01 10.47439626224700
2025-07-01 10.52325113235750
2025-08-01 10.58351211246400
2025-09-01 10.62685726293780
2025-10-01 10.71897549355940
2025-11-01 10.71210121282410
2025-12-01 10.71633666503300
2026-01-01 10.86105434613460
2026-02-01 10.78230295501000
2026-03-01 10.79208533288200
2026-04-01 10.88204936209300
2026-05-01 10.81293480962040
2026-06-01 10.77419568024110
2026-07-01 10.73145932920580

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