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 2026-04-01
Last Updated 2026-05-26 2:49 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 4.17076017544705
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 4.63587114714670
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 5.05029283100544
1995-02-01 5.12564099552510
1995-03-01 5.20758123738829
1995-04-01 5.18707179811127
1995-05-01 5.28732257272971
1995-06-01 5.30613178868700
1995-07-01 5.38651691227836
1995-08-01 5.44131263298987
1995-09-01 5.30423637941838
1995-10-01 5.37362749808563
1995-11-01 5.37042971591786
1995-12-01 5.36517343381694
1996-01-01 5.36218886103065
1996-02-01 5.42475864866892
1996-03-01 5.40630429416889
1996-04-01 5.38474578118543
1996-05-01 5.37012636121034
1996-06-01 5.38731150016668
1996-07-01 5.49508852692837
1996-08-01 5.54504371187035
1996-09-01 5.51378709863739
1996-10-01 5.47535714794919
1996-11-01 5.47717312619555
1996-12-01 5.37317189842108
1997-01-01 5.36176466402504
1997-02-01 5.31683491007318
1997-03-01 5.40068342870912
1997-04-01 5.38063921841863
1997-05-01 5.46035493116070
1997-06-01 5.47321407159610
1997-07-01 5.41369731747019
1997-08-01 5.45411423456218
1997-09-01 5.52084868550568
1997-10-01 5.47535440685728
1997-11-01 5.48367414196999
1997-12-01 5.56783648337762
1998-01-01 5.65910332176234
1998-02-01 5.61293627331554
1998-03-01 5.59589571159804
1998-04-01 5.67871470218763
1998-05-01 5.65309677905716
1998-06-01 5.65993736910109
1998-07-01 5.53305346302557
1998-08-01 5.56320751700535
1998-09-01 5.62325543719033
1998-10-01 5.67957294708893
1998-11-01 5.68965917932523
1998-12-01 5.75727986669736
1999-01-01 5.75359520394578
1999-02-01 5.80983017516954
1999-03-01 5.79213720714920
1999-04-01 5.88529120446472
1999-05-01 5.85486218144100
1999-06-01 5.84831701370940
1999-07-01 5.83921157424493
1999-08-01 5.86411754896374
1999-09-01 5.82283161047310
1999-10-01 5.88666284668890
1999-11-01 5.89255961647366
1999-12-01 5.84944124656185
2000-01-01 5.95372439815286
2000-02-01 5.90792051302058
2000-03-01 5.88819020800146
2000-04-01 5.80308757960956
2000-05-01 5.76537491157693
2000-06-01 5.73847214591766
2000-07-01 5.72965240783123
2000-08-01 5.74428811156941
2000-09-01 5.82229480320168
2000-10-01 5.89967256880584
2000-11-01 5.99314040559040
2000-12-01 5.95207102738377
2001-01-01 5.85073928717437
2001-02-01 5.90461458857042
2001-03-01 5.98516134358549
2001-04-01 6.23382164714088
2001-05-01 6.18876428018786
2001-06-01 6.13284088348286
2001-07-01 6.30439875085610
2001-08-01 6.30936249180922
2001-09-01 6.41692980675839
2001-10-01 6.40558181635826
2001-11-01 6.48935287833288
2001-12-01 6.56632819336467
2002-01-01 6.55440126172359
2002-02-01 6.60729937405821
2002-03-01 6.69124499304099
2002-04-01 6.66506808877374
2002-05-01 6.71211407926552
2002-06-01 6.72724120885140
2002-07-01 6.66566121067296
2002-08-01 6.66995235997332
2002-09-01 6.60934890422780
2002-10-01 6.51302037089702
2002-11-01 6.48856190095210
2002-12-01 6.48622965984068
2003-01-01 6.55394983699771
2003-02-01 6.61280439484046
2003-03-01 6.60198367607533
2003-04-01 6.58884906144590
2003-05-01 6.53473396061098
2003-06-01 6.72322417559388
2003-07-01 6.52270461955732
2003-08-01 6.63812671386365
2003-09-01 6.60639859259053
2003-10-01 6.60902198539362
2003-11-01 6.68786044460293
2003-12-01 6.71144056681403
2004-01-01 6.75766787838266
2004-02-01 6.72194226595012
2004-03-01 6.71642984853372
2004-04-01 6.69606788416432
2004-05-01 6.64743943346017
2004-06-01 6.82079369524215
2004-07-01 6.88075470706583
2004-08-01 7.01866054412792
2004-09-01 6.91074469903688
2004-10-01 7.00636002891163
2004-11-01 6.99008568279477
2004-12-01 6.92709397569492
2005-01-01 6.95792837969445
2005-02-01 7.03539266136592
2005-03-01 7.03034857237254
2005-04-01 7.09430808415407
2005-05-01 7.14942501689866
2005-06-01 7.21981998864693
2005-07-01 7.34683354878269
2005-08-01 7.51426336080964
2005-09-01 7.51706170337916
2005-10-01 7.29729236666027
2005-11-01 7.39254808716048
2005-12-01 7.43439579302031
2006-01-01 7.46848729240531
2006-02-01 7.45072806056093
2006-03-01 7.44604034020911
2006-04-01 7.58185950898027
2006-05-01 7.33659697235085
2006-06-01 7.31822728068272
2006-07-01 7.32397580280245
2006-08-01 7.31719608139436
2006-09-01 7.32121762230418
2006-10-01 7.40067332332246
2006-11-01 7.40226451382884
2006-12-01 7.33007482194110
2007-01-01 7.37459315189247
2007-02-01 7.36087771989414
2007-03-01 7.45434459549447
2007-04-01 7.46502476705476
2007-05-01 7.52176568139805
2007-06-01 7.51657587200777
2007-07-01 7.52418436745040
2007-08-01 7.42418828824229
2007-09-01 7.42361629137258
2007-10-01 7.40347482008433
2007-11-01 7.41005323100087
2007-12-01 7.52343788626280
2008-01-01 7.48047793894730
2008-02-01 7.46013487217693
2008-03-01 7.45504799196677
2008-04-01 7.64934524293604
2008-05-01 7.51205298320429
2008-06-01 7.51322844321169
2008-07-01 7.54238146896424
2008-08-01 7.53243340840592
2008-09-01 7.52387947912589
2008-10-01 7.51420417433023
2008-11-01 7.51549685390738
2008-12-01 7.50900393871051
2009-01-01 7.47473365815710
2009-02-01 7.54787165323408
2009-03-01 7.54950851196847
2009-04-01 7.64583086966587
2009-05-01 7.71291783404957
2009-06-01 7.71491448142060
2009-07-01 7.77306487877585
2009-08-01 7.83611830024977
2009-09-01 7.81974282166581
2009-10-01 7.82182307569409
2009-11-01 7.81109926625228
2009-12-01 7.79792711455461
2010-01-01 7.86785057209245
2010-02-01 7.83073473590829
2010-03-01 7.84279483746987
2010-04-01 7.84896087862415
2010-05-01 7.92229448074965
2010-06-01 7.71707293908792
2010-07-01 7.80208129745510
2010-08-01 7.83281744533286
2010-09-01 7.91739263931406
2010-10-01 8.03375001202496
2010-11-01 8.00429362842227
2010-12-01 8.08997065925423
2011-01-01 8.05116191008384
2011-02-01 8.11743751044677
2011-03-01 8.13050426314143
2011-04-01 8.15981054281084
2011-05-01 8.13657050476410
2011-06-01 8.22462192170407
2011-07-01 8.21924750212915
2011-08-01 8.22550292628655
2011-09-01 8.31468705639776
2011-10-01 8.44149744903590
2011-11-01 8.39652790779051
2011-12-01 8.28602286116001
2012-01-01 8.44218894509167
2012-02-01 8.51830779119409
2012-03-01 8.51918333421366
2012-04-01 8.46813293007618
2012-05-01 8.54629785026772
2012-06-01 8.52418610811670
2012-07-01 8.51300338703801
2012-08-01 8.62399292080625
2012-09-01 8.62124162077947
2012-10-01 8.54779374945222
2012-11-01 8.59525839173591
2012-12-01 8.58921870775400
2013-01-01 8.63290588800134
2013-02-01 8.62490858518997
2013-03-01 8.60615697191396
2013-04-01 8.67703065371872
2013-05-01 8.65160030743539
2013-06-01 8.72421671833042
2013-07-01 8.69146619358804
2013-08-01 8.82380810283662
2013-09-01 8.82409990218842
2013-10-01 8.95081657553882
2013-11-01 9.20309938907871
2013-12-01 9.30183722065826
2014-01-01 9.22861533650998
2014-02-01 9.23268768529210
2014-03-01 9.29968974336385
2014-04-01 9.27306010396872
2014-05-01 9.35265987783550
2014-06-01 9.31698734958496
2014-07-01 9.47143523060609
2014-08-01 9.52981889209936
2014-09-01 9.42971716262733
2014-10-01 9.34739458307164
2014-11-01 9.31488235803273
2014-12-01 9.32124090331579
2015-01-01 9.22612736911187
2015-02-01 9.23372916557351
2015-03-01 9.18958034361793
2015-04-01 9.36261475774322
2015-05-01 9.45465819657375
2015-06-01 9.41790162408330
2015-07-01 9.45693658489687
2015-08-01 9.33881465733151
2015-09-01 9.32799790483134
2015-10-01 9.44100512650816
2015-11-01 9.42977648059078
2015-12-01 9.43205579606041
2016-01-01 9.53421966797243
2016-02-01 9.52923497139838
2016-03-01 9.58456805092603
2016-04-01 9.54055762395036
2016-05-01 9.55463617183532
2016-06-01 9.62011921772189
2016-07-01 9.65877796616482
2016-08-01 9.65576738804213
2016-09-01 9.72873120128370
2016-10-01 9.72708534616153
2016-11-01 9.73091623654890
2016-12-01 9.73097064741904
2017-01-01 9.84839739977676
2017-02-01 9.82166727518870
2017-03-01 9.78305903884198
2017-04-01 9.82790364823844
2017-05-01 9.86142181145682
2017-06-01 9.93045021323831
2017-07-01 9.86607666916693
2017-08-01 9.96156683337083
2017-09-01 10.01839619381780
2017-10-01 10.01313563665930
2017-11-01 10.02144213669950
2017-12-01 10.02149376134810
2018-01-01 10.07009020850560
2018-02-01 10.22081118519680
2018-03-01 10.18965676760520
2018-04-01 10.22186006109080
2018-05-01 10.16801922126170
2018-06-01 10.14127150269810
2018-07-01 10.17585310808880
2018-08-01 10.15989557230170
2018-09-01 10.11076703592610
2018-10-01 10.09446650022430
2018-11-01 10.09936035870380
2018-12-01 10.20405090767100
2019-01-01 10.19776055890040
2019-02-01 10.22904644348560
2019-03-01 10.20180371847010
2019-04-01 10.22582663620860
2019-05-01 10.17602076724280
2019-06-01 10.05722097219820
2019-07-01 9.96928039656253
2019-08-01 9.94393936932004
2019-09-01 10.00175610629750
2019-10-01 10.08565239043320
2019-11-01 10.18171639048450
2019-12-01 10.19078518214330
2020-01-01 10.12215462482500
2020-02-01 10.14056051853220
2020-03-01 10.01159548976800
2020-04-01 8.53235525439926
2020-05-01 8.87564444123973
2020-06-01 9.06405349464134
2020-07-01 9.16341543846493
2020-08-01 9.23378592733791
2020-09-01 9.30018718447797
2020-10-01 9.28184689713647
2020-11-01 9.26811955701884
2020-12-01 9.18467894368120
2021-01-01 9.13450449695448
2021-02-01 9.14661830565562
2021-03-01 9.21803333112596
2021-04-01 9.13946716330344
2021-05-01 9.17291558231383
2021-06-01 9.16586873837605
2021-07-01 9.25666836980559
2021-08-01 9.22678989295398
2021-09-01 9.09664011049405
2021-10-01 9.28897108610277
2021-11-01 9.26959545537400
2021-12-01 9.29244092947047
2022-01-01 9.23092411848754
2022-02-01 9.24219449621157
2022-03-01 9.21696371874923
2022-04-01 9.33913636339031
2022-05-01 9.36277611512906
2022-06-01 9.36341797563467
2022-07-01 9.46283758623494
2022-08-01 9.53115864430255
2022-09-01 9.49781110327646
2022-10-01 9.49549139432555
2022-11-01 9.57914051539515
2022-12-01 9.60332195816671
2023-01-01 9.71947147324666
2023-02-01 9.73039339016562
2023-03-01 9.81827252670376
2023-04-01 9.72662890520169
2023-05-01 9.74872097165503
2023-06-01 9.86327297725996
2023-07-01 9.77176474908048
2023-08-01 9.83822670258485
2023-09-01 9.90310493082776
2023-10-01 9.90653429736026
2023-11-01 9.99510996057604
2023-12-01 9.91446339837867
2024-01-01 10.20087336531860
2024-02-01 10.21602771622340
2024-03-01 10.21521355145770
2024-04-01 10.21148635426500
2024-05-01 10.23518693412730
2024-06-01 10.16009460615860
2024-07-01 10.18917275011850
2024-08-01 10.15278726465340
2024-09-01 10.21027181412090
2024-10-01 10.21048803458440
2024-11-01 10.20461954685890
2024-12-01 10.41847241527890
2025-01-01 10.28639888806430
2025-02-01 10.30613463673980
2025-03-01 10.31694940575460
2025-04-01 10.39998163994310
2025-05-01 10.42640826173920
2025-06-01 10.45839846450110
2025-07-01 10.49972462479260
2025-08-01 10.56350496943670
2025-09-01 10.61299196633670
2025-10-01 10.71081241601130
2025-11-01 10.70992743538170
2025-12-01 10.72086074076200
2026-01-01 10.87856993275340
2026-02-01 10.80293346211850
2026-03-01 10.81689427229430
2026-04-01 10.89436106255480

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