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 2026-06-01
Last Updated 2026-07-22 9:28 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 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 4.17076017544705
1990-09-01 4.07399949204112
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 4.15396362399895
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 4.21440024532557
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 4.65780557760405
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 5.51378709863740
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 5.79213720714916
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 5.80308757960716
2000-05-01 5.76537491157195
2000-06-01 5.73847214591327
2000-07-01 5.72965240782781
2000-08-01 5.74428811156963
2000-09-01 5.82229480320574
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 5.98516134357569
2001-04-01 6.23382164711911
2001-05-01 6.18876428015694
2001-06-01 6.13284088345575
2001-07-01 6.30439875084829
2001-08-01 6.30936249183741
2001-09-01 6.41692980682504
2001-10-01 6.40558181643173
2001-11-01 6.48935287840176
2001-12-01 6.56632819339286
2002-01-01 6.55440126167086
2002-02-01 6.60729937394393
2002-03-01 6.69124499292476
2002-04-01 6.66506808869589
2002-05-01 6.71211407924496
2002-06-01 6.72724120882951
2002-07-01 6.66566121062789
2002-08-01 6.66995235995282
2002-09-01 6.60934890431121
2002-10-01 6.51302037144696
2002-11-01 6.48856190114684
2002-12-01 6.48622965999333
2003-01-01 6.55394983690803
2003-02-01 6.61280439449916
2003-03-01 6.60198367563344
2003-04-01 6.58884906109236
2003-05-01 6.53473396055710
2003-06-01 6.72322417557358
2003-07-01 6.52270461944041
2003-08-01 6.63812671370379
2003-09-01 6.60639859265877
2003-10-01 6.60902198655705
2003-11-01 6.68786044531435
2003-12-01 6.71144056774147
2004-01-01 6.75766787865305
2004-02-01 6.72194226528845
2004-03-01 6.71642984733789
2004-04-01 6.69606788248973
2004-05-01 6.64743943176116
2004-06-01 6.82079369271081
2004-07-01 6.88075471894297
2004-08-01 7.01866054063491
2004-09-01 6.91074469549426
2004-10-01 7.00636002587836
2004-11-01 6.99008567721357
2004-12-01 6.92709399217847
2005-01-01 6.95792837246671
2005-02-01 7.03539265491703
2005-03-01 7.03034856874614
2005-04-01 7.09430809104916
2005-05-01 7.14942502434947
2005-06-01 7.21981999520744
2005-07-01 7.34683357891583
2005-08-01 7.51426335050501
2005-09-01 7.51706168330677
2005-10-01 7.29729234042266
2005-11-01 7.39254805599245
2005-12-01 7.43439581099054
2006-01-01 7.46848727357214
2006-02-01 7.45072805610540
2006-03-01 7.44604035202030
2006-04-01 7.58185955596755
2006-05-01 7.33659702729874
2006-06-01 7.31822732568167
2006-07-01 7.32397585539541
2006-08-01 7.31719603810730
2006-09-01 7.32121753706695
2006-10-01 7.40067322005658
2006-11-01 7.40226441614849
2006-12-01 7.33007482755782
2007-01-01 7.37459313541608
2007-02-01 7.36087774556785
2007-03-01 7.45434464977796
2007-04-01 7.46502490279037
2007-05-01 7.52176586868433
2007-06-01 7.51657590939831
2007-07-01 7.52418451195436
2007-08-01 7.42418832094627
2007-09-01 7.42361627813150
2007-10-01 7.40347374641413
2007-11-01 7.41005323946916
2007-12-01 7.52343803201416
2008-01-01 7.48047809731649
2008-02-01 7.46013508981651
2008-03-01 7.45504822129385
2008-04-01 7.64934553348374
2008-05-01 7.51205326917563
2008-06-01 7.51322828979446
2008-07-01 7.54238144800210
2008-08-01 7.53243333198460
2008-09-01 7.52387952493081
2008-10-01 7.51420112187934
2008-11-01 7.51549733918690
2008-12-01 7.50900556457720
2009-01-01 7.47473448530653
2009-02-01 7.54787238595893
2009-03-01 7.54950895887377
2009-04-01 7.64583102568479
2009-05-01 7.71291765068920
2009-06-01 7.71491347235632
2009-07-01 7.77306410931337
2009-08-01 7.83611781543109
2009-09-01 7.81974295026249
2009-10-01 7.82181834524126
2009-11-01 7.81110056812555
2009-12-01 7.79793054227290
2010-01-01 7.86785242182858
2010-02-01 7.83073638789740
2010-03-01 7.84279596183182
2010-04-01 7.84896140321721
2010-05-01 7.92229412440267
2010-06-01 7.71707095160702
2010-07-01 7.80207900018829
2010-08-01 7.83281506389019
2010-09-01 7.91739006402031
2010-10-01 8.03374045294491
2010-11-01 8.00430038020529
2010-12-01 8.08998198622194
2011-01-01 8.05116106884924
2011-02-01 8.11743845471845
2011-03-01 8.13050717455910
2011-04-01 8.15981489289558
2011-05-01 8.13657478759436
2011-06-01 8.22460362337055
2011-07-01 8.21924769166612
2011-08-01 8.22550368088810
2011-09-01 8.31468242776058
2011-10-01 8.44148405177018
2011-11-01 8.39653896769993
2011-12-01 8.28603801381361
2012-01-01 8.44218019452765
2012-02-01 8.51830033798201
2012-03-01 8.51920041835814
2012-04-01 8.46812996583958
2012-05-01 8.54634460379261
2012-06-01 8.52414159400769
2012-07-01 8.51300601789790
2012-08-01 8.62398708215530
2012-09-01 8.62122471691325
2012-10-01 8.54776829884502
2012-11-01 8.59526894469892
2012-12-01 8.58923912995031
2013-01-01 8.63289591824536
2013-02-01 8.62490288220216
2013-03-01 8.60619855123039
2013-04-01 8.67702778117462
2013-05-01 8.65169217372232
2013-06-01 8.72414368007808
2013-07-01 8.69146488568155
2013-08-01 8.82378461366489
2013-09-01 8.82405817216910
2013-10-01 8.95077114453683
2013-11-01 9.20309991303227
2013-12-01 9.30186318019751
2014-01-01 9.22862590606001
2014-02-01 9.23270790146774
2014-03-01 9.29977320333201
2014-04-01 9.27306154633614
2014-05-01 9.35278554453158
2014-06-01 9.31688391804860
2014-07-01 9.47140301170641
2014-08-01 9.52974789091011
2014-09-01 9.42962555723231
2014-10-01 9.34732011341562
2014-11-01 9.31486479954850
2014-12-01 9.32124970333488
2015-01-01 9.22610948980762
2015-02-01 9.23427268452664
2015-03-01 9.18958916651303
2015-04-01 9.36252298820990
2015-05-01 9.45467891500744
2015-06-01 9.41769110690313
2015-07-01 9.45680083084812
2015-08-01 9.33866707084886
2015-09-01 9.32787170383883
2015-10-01 9.44095464220997
2015-11-01 9.42982296447198
2015-12-01 9.43214871049992
2016-01-01 9.53427647517486
2016-02-01 9.53035813656903
2016-03-01 9.58449170783176
2016-04-01 9.54030077235721
2016-05-01 9.55442396405855
2016-06-01 9.61966212323333
2016-07-01 9.65841990345269
2016-08-01 9.65561364421388
2016-09-01 9.72842435301135
2016-10-01 9.72695254783470
2016-11-01 9.73139630170919
2016-12-01 9.73123191159487
2017-01-01 9.84878357215156
2017-02-01 9.82389837057219
2017-03-01 9.78255946050461
2017-04-01 9.82708135004847
2017-05-01 9.86064857412278
2017-06-01 9.92964349318018
2017-07-01 9.86548670242114
2017-08-01 9.96148454528636
2017-09-01 10.01809514981240
2017-10-01 10.01305243580270
2017-11-01 10.02248621336750
2017-12-01 10.02203847610060
2018-01-01 10.07089315817790
2018-02-01 10.22362831506110
2018-03-01 10.18875354122350
2018-04-01 10.22047414526160
2018-05-01 10.16669183157610
2018-06-01 10.14014635279970
2018-07-01 10.17509501529820
2018-08-01 10.15995485140030
2018-09-01 10.11058911590010
2018-10-01 10.09447025018200
2018-11-01 10.10096048026340
2018-12-01 10.20481660887360
2019-01-01 10.19888034290200
2019-02-01 10.23237463062410
2019-03-01 10.20002740910660
2019-04-01 10.22397007122270
2019-05-01 10.17432925220870
2019-06-01 10.05601037839720
2019-07-01 9.96857749315219
2019-08-01 9.94417084457644
2019-09-01 10.00193652053550
2019-10-01 10.08591126790620
2019-11-01 10.18356206229470
2019-12-01 10.19172851201600
2020-01-01 10.12336975843060
2020-02-01 10.14335669226720
2020-03-01 10.00858654177440
2020-04-01 8.53035175968012
2020-05-01 8.87374212856088
2020-06-01 9.06469032640058
2020-07-01 9.16259640517059
2020-08-01 9.23403506851011
2020-09-01 9.30055092873591
2020-10-01 9.28226458686196
2020-11-01 9.27006512630991
2020-12-01 9.18554875521865
2021-01-01 9.13540677068410
2021-02-01 9.14828959287053
2021-03-01 9.21371773970264
2021-04-01 9.13743047522460
2021-05-01 9.17113441787165
2021-06-01 9.16885366120685
2021-07-01 9.25625688196212
2021-08-01 9.22735200769128
2021-09-01 9.09751192033317
2021-10-01 9.28970521280870
2021-11-01 9.27110247467318
2021-12-01 9.29292488229548
2022-01-01 9.23066416544654
2022-02-01 9.24156255003593
2022-03-01 9.21160504886456
2022-04-01 9.33723246419598
2022-05-01 9.36152694156493
2022-06-01 9.36930500561775
2022-07-01 9.46345469042065
2022-08-01 9.53255549609516
2022-09-01 9.49945603024904
2022-10-01 9.49673450260418
2022-11-01 9.58019643932404
2022-12-01 9.60314595944295
2023-01-01 9.71715396813607
2023-02-01 9.72698143838323
2023-03-01 9.81073176135546
2023-04-01 9.72188087534449
2023-05-01 9.75096684162865
2023-06-01 9.87266646707894
2023-07-01 9.77506791755894
2023-08-01 9.84122885112913
2023-09-01 9.90563658591322
2023-10-01 9.90796370552290
2023-11-01 9.99513036767482
2023-12-01 9.91304982416307
2024-01-01 10.19608507654380
2024-02-01 10.20979934168300
2024-03-01 10.20585852573880
2024-04-01 10.20446617719460
2024-05-01 10.24078767244190
2024-06-01 10.17152052643510
2024-07-01 10.19532817778040
2024-08-01 10.15755850610660
2024-09-01 10.21359113741420
2024-10-01 10.21211972949220
2024-11-01 10.20418682857320
2024-12-01 10.41593557594660
2025-01-01 10.27938425220350
2025-02-01 10.29758662181320
2025-03-01 10.30609486926750
2025-04-01 10.39000355567540
2025-05-01 10.43521392669810
2025-06-01 10.47089529399160
2025-07-01 10.50891519737960
2025-08-01 10.57001845256810
2025-09-01 10.61705194764920
2025-10-01 10.71246230704200
2025-11-01 10.70881106361360
2025-12-01 10.71721171661650
2026-01-01 10.86994903270680
2026-02-01 10.79301503583940
2026-03-01 10.80595294174900
2026-04-01 10.88396620544410
2026-05-01 10.83288779124310
2026-06-01 10.86885201754010

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