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 2026-05-01
Last Updated 2026-06-24 9:44 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 5.51378709863739
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 5.80308757960716
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 5.89967256881292
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 6.41692980682503
2001-10-01 6.40558181643172
2001-11-01 6.48935287840176
2001-12-01 6.56632819339286
2002-01-01 6.55440126167087
2002-02-01 6.60729937394394
2002-03-01 6.69124499292478
2002-04-01 6.66506808869590
2002-05-01 6.71211407924495
2002-06-01 6.72724120882951
2002-07-01 6.66566121062789
2002-08-01 6.66995235995281
2002-09-01 6.60934890431118
2002-10-01 6.51302037144696
2002-11-01 6.48856190114680
2002-12-01 6.48622965999330
2003-01-01 6.55394983690804
2003-02-01 6.61280439449921
2003-03-01 6.60198367563351
2003-04-01 6.58884906109242
2003-05-01 6.53473396055709
2003-06-01 6.72322417557356
2003-07-01 6.52270461944040
2003-08-01 6.63812671370379
2003-09-01 6.60639859265872
2003-10-01 6.60902198655702
2003-11-01 6.68786044531421
2003-12-01 6.71144056774130
2004-01-01 6.75766787865298
2004-02-01 6.72194226528852
2004-03-01 6.71642984733805
2004-04-01 6.69606788249000
2004-05-01 6.64743943176148
2004-06-01 6.82079369271139
2004-07-01 6.88075471894146
2004-08-01 7.01866054063588
2004-09-01 6.91074469549513
2004-10-01 7.00636002587894
2004-11-01 6.99008567721330
2004-12-01 6.92709399217390
2005-01-01 6.95792837246523
2005-02-01 7.03539265491611
2005-03-01 7.03034856874658
2005-04-01 7.09430809105175
2005-05-01 7.14942502435444
2005-06-01 7.21981999521311
2005-07-01 7.34683357891558
2005-08-01 7.51426335050683
2005-09-01 7.51706168330552
2005-10-01 7.29729234041882
2005-11-01 7.39254805598637
2005-12-01 7.43439581097650
2006-01-01 7.46848727356587
2006-02-01 7.45072805610271
2006-03-01 7.44604035202332
2006-04-01 7.58185955597928
2006-05-01 7.33659702731870
2006-06-01 7.31822732570357
2006-07-01 7.32397585540375
2006-08-01 7.31719603811006
2006-09-01 7.32121753705594
2006-10-01 7.40067322003592
2006-11-01 7.40226441612348
2006-12-01 7.33007482752372
2007-01-01 7.37459313539893
2007-02-01 7.36087774556019
2007-03-01 7.45434464977899
2007-04-01 7.46502490280998
2007-05-01 7.52176586875525
2007-06-01 7.51657590947218
2007-07-01 7.52418451199016
2007-08-01 7.42418832097966
2007-09-01 7.42361627814984
2007-10-01 7.40347374615644
2007-11-01 7.41005323945816
2007-12-01 7.52343803198297
2008-01-01 7.48047809729131
2008-02-01 7.46013508979273
2008-03-01 7.45504822127748
2008-04-01 7.64934553349986
2008-05-01 7.51205326930610
2008-06-01 7.51322828997920
2008-07-01 7.54238144819243
2008-08-01 7.53243333221693
2008-09-01 7.52387952512453
2008-10-01 7.51420112127870
2008-11-01 7.51549733909963
2008-12-01 7.50900556404501
2009-01-01 7.47473448486909
2009-02-01 7.54787238569173
2009-03-01 7.54950895897693
2009-04-01 7.64583102617721
2009-05-01 7.71291765149982
2009-06-01 7.71491347312873
2009-07-01 7.77306410979428
2009-08-01 7.83611781563092
2009-09-01 7.81974295017337
2009-10-01 7.82181834383114
2009-11-01 7.81110056780648
2009-12-01 7.79793054127719
2010-01-01 7.86785242096405
2010-02-01 7.83073638731213
2010-03-01 7.84279596205833
2010-04-01 7.84896140436078
2010-05-01 7.92229412615278
2010-06-01 7.71707095319150
2010-07-01 7.80207900098105
2010-08-01 7.83281506388723
2010-09-01 7.91739006358369
2010-10-01 8.03374045138424
2010-11-01 8.00430037951942
2010-12-01 8.08998198525338
2011-01-01 8.05116106767484
2011-02-01 8.11743845314164
2011-03-01 8.13050717234643
2011-04-01 8.15981488973345
2011-05-01 8.13657478451850
2011-06-01 8.22460365669356
2011-07-01 8.21924769073395
2011-08-01 8.22550365535471
2011-09-01 8.31468242900792
2011-10-01 8.44148405161864
2011-11-01 8.39653896719374
2011-12-01 8.28603801425333
2012-01-01 8.44218019504862
2012-02-01 8.51830033992125
2012-03-01 8.51920042194744
2012-04-01 8.46812997440657
2012-05-01 8.54634456087219
2012-06-01 8.52414167325371
2012-07-01 8.51300603307238
2012-08-01 8.62398701907023
2012-09-01 8.62122469456185
2012-10-01 8.54776827439869
2012-11-01 8.59526892976832
2012-12-01 8.58923913652488
2013-01-01 8.63289594497516
2013-02-01 8.62490292288902
2013-03-01 8.60619859435997
2013-04-01 8.67702782371024
2013-05-01 8.65169209633301
2013-06-01 8.72414379398242
2013-07-01 8.69146489359804
2013-08-01 8.82378447385031
2013-09-01 8.82405807739894
2013-10-01 8.95077105072499
2013-11-01 9.20309986249707
2013-12-01 9.30186320410100
2014-01-01 9.22862599910176
2014-02-01 9.23270803419423
2014-03-01 9.29977333613907
2014-04-01 9.27306166342546
2014-05-01 9.35278547445886
2014-06-01 9.31688408697588
2014-07-01 9.47140310165614
2014-08-01 9.52974771066260
2014-09-01 9.42962528965398
2014-10-01 9.34731975251697
2014-11-01 9.31486439546792
2014-12-01 9.32124933815124
2015-01-01 9.22610923191864
2015-02-01 9.23427459448958
2015-03-01 9.18958918727750
2015-04-01 9.36252312369087
2015-05-01 9.45467895644693
2015-06-01 9.41769140739592
2015-07-01 9.45680099156631
2015-08-01 9.33866677862884
2015-09-01 9.32787107877280
2015-10-01 9.44095368840723
2015-11-01 9.42982183567428
2015-12-01 9.43214767484620
2016-01-01 9.53427579996488
2016-02-01 9.53036201031784
2016-03-01 9.58449203706974
2016-04-01 9.54030146639058
2016-05-01 9.55442466928850
2016-06-01 9.61966297327130
2016-07-01 9.65841990492004
2016-08-01 9.65561336198089
2016-09-01 9.72842333289475
2016-10-01 9.72695086443744
2016-11-01 9.73139181571940
2016-12-01 9.73122867946459
2017-01-01 9.84878235100832
2017-02-01 9.82390383734845
2017-03-01 9.78256498236657
2017-04-01 9.82708432407237
2017-05-01 9.86065033719512
2017-06-01 9.92964511421951
2017-07-01 9.86548637441127
2017-08-01 9.96148357545940
2017-09-01 10.01808825832210
2017-10-01 10.01304824849130
2017-11-01 10.02247711268980
2017-12-01 10.02203365471040
2018-01-01 10.07089426795480
2018-02-01 10.22363770143950
2018-03-01 10.18876864965840
2018-04-01 10.22048231603100
2018-05-01 10.16669518950380
2018-06-01 10.14014719138310
2018-07-01 10.17509174415440
2018-08-01 10.15995086784560
2018-09-01 10.11056495551840
2018-10-01 10.09446243183900
2018-11-01 10.10094715240060
2018-12-01 10.20481208377600
2019-01-01 10.19888633722080
2019-02-01 10.23238989569080
2019-03-01 10.20008176410800
2019-04-01 10.22397926631200
2019-05-01 10.17432702463620
2019-06-01 10.05600167997080
2019-07-01 9.96856337406321
2019-08-01 9.94415767173697
2019-09-01 10.00189108340160
2019-10-01 10.08589737556820
2019-11-01 10.18354526902710
2019-12-01 10.19172492370940
2020-01-01 10.12337959152990
2020-02-01 10.14337264984160
2020-03-01 10.00875512958750
2020-04-01 8.53036665197638
2020-05-01 8.87374895023916
2020-06-01 9.06455552196207
2020-07-01 9.16258830808524
2020-08-01 9.23401928795358
2020-09-01 9.30048423863904
2020-10-01 9.28223167993971
2020-11-01 9.27002668331634
2020-12-01 9.18555752317526
2021-01-01 9.13545720085297
2021-02-01 9.14834332133668
2021-03-01 9.21401608316745
2021-04-01 9.13746559196598
2021-05-01 9.17115247779032
2021-06-01 9.16857382788091
2021-07-01 9.25621688103265
2021-08-01 9.22728591354741
2021-09-01 9.09739033731700
2021-10-01 9.28962674213404
2021-11-01 9.27104034216621
2021-12-01 9.29297746146257
2022-01-01 9.23080532054078
2022-02-01 9.24172374782245
2022-03-01 9.21206864170623
2022-04-01 9.33733610926437
2022-05-01 9.36156782066793
2022-06-01 9.36884199077420
2022-07-01 9.46330359000020
2022-08-01 9.53234530295231
2022-09-01 9.49920931620603
2022-10-01 9.49657157548059
2022-11-01 9.58009882092816
2022-12-01 9.60325705617458
2023-01-01 9.71749966364783
2023-02-01 9.72732042326211
2023-03-01 9.81139473687237
2023-04-01 9.72225892378670
2023-05-01 9.75137462068710
2023-06-01 9.87169848070034
2023-07-01 9.77449235555806
2023-08-01 9.84068442424780
2023-09-01 9.90518878185163
2023-10-01 9.90774328254947
2023-11-01 9.99518228481280
2023-12-01 9.91346016466196
2024-01-01 10.19682776633350
2024-02-01 10.21043102973000
2024-03-01 10.20653397829630
2024-04-01 10.20442487628920
2024-05-01 10.24004378352730
2024-06-01 10.17231489802070
2024-07-01 10.19426064361460
2024-08-01 10.15665310395460
2024-09-01 10.21293367636340
2024-10-01 10.21181408501870
2024-11-01 10.20428824442730
2024-12-01 10.41661941229170
2025-01-01 10.28064017314170
2025-02-01 10.29858279940600
2025-03-01 10.30670885444800
2025-04-01 10.38944449822290
2025-05-01 10.43306266795720
2025-06-01 10.47340184421450
2025-07-01 10.50737528577080
2025-08-01 10.56881938565480
2025-09-01 10.61626487233230
2025-10-01 10.71215621251630
2025-11-01 10.70905158593780
2025-12-01 10.71816340032580
2026-01-01 10.87154762734870
2026-02-01 10.79421958898910
2026-03-01 10.80625108669970
2026-04-01 10.88241967702900
2026-05-01 10.82853880506460

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