Table Data - All Employees: Government: State Government Educational Services in Pennsylvania

Title All Employees: Government: State Government Educational Services in Pennsylvania
Series ID SMU42000009092161101SA
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 10:03 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 48.2692335162808
1990-02-01 47.3139348163063
1990-03-01 47.6105743552102
1990-04-01 46.9211373248747
1990-05-01 47.6485342702378
1990-06-01 45.5961986134418
1990-07-01 46.3342441346645
1990-08-01 45.6689966105097
1990-09-01 47.8301706792152
1990-10-01 47.6632071967500
1990-11-01 47.6653008794667
1990-12-01 48.1357633664271
1991-01-01 48.8027482029407
1991-02-01 48.8035028861795
1991-03-01 48.8528039924300
1991-04-01 49.1407431780466
1991-05-01 49.3945554659964
1991-06-01 49.1459799908090
1991-07-01 48.9074598371757
1991-08-01 48.7102486741303
1991-09-01 49.2443093893745
1991-10-01 48.7637671047279
1991-11-01 48.7392507192294
1991-12-01 48.0195364249234
1992-01-01 47.2038965876673
1992-02-01 47.5306126780739
1992-03-01 47.6160976019132
1992-04-01 47.3060379788808
1992-05-01 46.6451048348266
1992-06-01 46.6040938376155
1992-07-01 46.5704277854491
1992-08-01 46.4031635761539
1992-09-01 45.7642918429631
1992-10-01 46.1389033384379
1992-11-01 46.1950957664902
1992-12-01 46.7552825040560
1993-01-01 47.4965809281485
1993-02-01 47.5007230481991
1993-03-01 47.0418214392557
1993-04-01 48.0499672641454
1993-05-01 47.7469711111319
1993-06-01 50.4357475006279
1993-07-01 49.9701567581693
1993-08-01 49.4109348972295
1993-09-01 48.9416256595063
1993-10-01 49.0044784147792
1993-11-01 49.0826275683757
1993-12-01 48.7950237610576
1994-01-01 46.0983908657141
1994-02-01 48.3538258072249
1994-03-01 48.5994010610424
1994-04-01 48.3922840518569
1994-05-01 48.1755490009691
1994-06-01 49.3700688770548
1994-07-01 47.9229842628945
1994-08-01 48.3343160117812
1994-09-01 47.9166159307352
1994-10-01 47.9271315452721
1994-11-01 48.2590415730230
1994-12-01 48.2873107541725
1995-01-01 46.5786075140680
1995-02-01 49.1616553960091
1995-03-01 48.8869168806593
1995-04-01 48.2257634043555
1995-05-01 49.1793082429599
1995-06-01 49.2177867939000
1995-07-01 49.4970870333586
1995-08-01 50.4405158579215
1995-09-01 48.0435633146583
1995-10-01 50.8609287172128
1995-11-01 50.6280757556367
1995-12-01 51.2869804291984
1996-01-01 43.1619189397690
1996-02-01 49.9407453929881
1996-03-01 50.4858178752223
1996-04-01 51.6359563344643
1996-05-01 50.5836367613134
1996-06-01 50.3367150967928
1996-07-01 50.8412446648064
1996-08-01 50.5629274896844
1996-09-01 50.0931587328239
1996-10-01 49.8252721499600
1996-11-01 49.7034631808529
1996-12-01 51.8976810996981
1997-01-01 49.7512745920931
1997-02-01 50.0795296591692
1997-03-01 50.1463594718890
1997-04-01 50.6681126191929
1997-05-01 50.6906401801151
1997-06-01 51.0473522764679
1997-07-01 50.8535419632606
1997-08-01 48.8672703111884
1997-09-01 51.3579422302020
1997-10-01 51.7438084888361
1997-11-01 51.4471768270159
1997-12-01 51.2259353363861
1998-01-01 51.5133848190899
1998-02-01 50.7092182790959
1998-03-01 50.5521447389622
1998-04-01 49.4632812847259
1998-05-01 50.0631786725603
1998-06-01 49.3573442738310
1998-07-01 49.9170469126649
1998-08-01 49.3064965757886
1998-09-01 51.2426974902254
1998-10-01 50.9902186730019
1998-11-01 51.8655047220060
1998-12-01 52.7360230571470
1999-01-01 51.0540259997844
1999-02-01 50.1567605744314
1999-03-01 50.5671016003163
1999-04-01 51.0344531930342
1999-05-01 51.0799574010181
1999-06-01 50.4815060622025
1999-07-01 50.2769040789087
1999-08-01 50.7195069952532
1999-09-01 50.5073633779399
1999-10-01 49.9079419666546
1999-11-01 50.4192964234825
1999-12-01 50.3857253286221
2000-01-01 53.8999596421823
2000-02-01 52.0758356987164
2000-03-01 51.6910021458528
2000-04-01 51.7783089730820
2000-05-01 52.1871577949002
2000-06-01 52.0332273406947
2000-07-01 52.1282406128557
2000-08-01 51.4742538299701
2000-09-01 52.3597504401822
2000-10-01 52.4235193559304
2000-11-01 51.9326848111330
2000-12-01 50.2986900590841
2001-01-01 53.0308839837172
2001-02-01 53.1723977478771
2001-03-01 52.7943203504731
2001-04-01 53.5960520916773
2001-05-01 55.2568692966023
2001-06-01 54.5663649167904
2001-07-01 54.8891575826511
2001-08-01 55.2220503733981
2001-09-01 54.4472048389389
2001-10-01 54.2727772788527
2001-11-01 53.7202244164207
2001-12-01 54.7548138533549
2002-01-01 55.1531932081800
2002-02-01 54.8403404205924
2002-03-01 54.9895886265128
2002-04-01 55.1895109935430
2002-05-01 53.1435448739296
2002-06-01 56.9005216231273
2002-07-01 54.9655484160486
2002-08-01 55.0548925175991
2002-09-01 56.0935403199185
2002-10-01 56.0925011173562
2002-11-01 56.6566449808905
2002-12-01 55.6803063487001
2003-01-01 53.5125580811986
2003-02-01 55.9940124553957
2003-03-01 56.4298130498684
2003-04-01 55.8184398093345
2003-05-01 55.2189948741375
2003-06-01 58.3791628398072
2003-07-01 56.2558626609358
2003-08-01 56.1155052533462
2003-09-01 55.3346668936863
2003-10-01 56.8487289494847
2003-11-01 55.9752373445166
2003-12-01 55.6828468150577
2004-01-01 55.1765296798532
2004-02-01 56.3140272975310
2004-03-01 56.4020986699428
2004-04-01 55.8781469881006
2004-05-01 58.8183877158390
2004-06-01 56.2668104872708
2004-07-01 55.7034869925058
2004-08-01 55.8573872268836
2004-09-01 56.5113060900880
2004-10-01 55.9237738003437
2004-11-01 56.7984777377000
2004-12-01 55.6190478160811
2005-01-01 57.2305871423417
2005-02-01 56.8876246408025
2005-03-01 56.8057052325036
2005-04-01 56.7058112741016
2005-05-01 55.0075154029146
2005-06-01 55.2680388199819
2005-07-01 55.0905994620325
2005-08-01 55.1300046059010
2005-09-01 54.6664578222579
2005-10-01 54.3874155259200
2005-11-01 54.0922112852366
2005-12-01 54.0805183699930
2006-01-01 51.5735836450954
2006-02-01 53.4017762644260
2006-03-01 53.1048776205042
2006-04-01 53.6992234873636
2006-05-01 56.1820182653287
2006-06-01 54.1267826608643
2006-07-01 54.3142215149742
2006-08-01 54.1509607963920
2006-09-01 52.6789662891648
2006-10-01 54.1490606546442
2006-11-01 54.4868241268101
2006-12-01 53.9789007358595
2007-01-01 54.0033810035945
2007-02-01 54.0796769303699
2007-03-01 54.2381132656839
2007-04-01 54.4313825432153
2007-05-01 55.3967560797718
2007-06-01 55.1273140294767
2007-07-01 54.6084735682380
2007-08-01 55.0989752609724
2007-09-01 53.6688875464491
2007-10-01 55.1488331990726
2007-11-01 54.5386385248279
2007-12-01 55.2421194267671
2008-01-01 55.4841800650423
2008-02-01 55.4245861470117
2008-03-01 55.7017202364291
2008-04-01 56.0118139177419
2008-05-01 54.3133750384404
2008-06-01 56.0443163498233
2008-07-01 56.5563175584851
2008-08-01 56.1030033438181
2008-09-01 58.1463609816184
2008-10-01 55.9652091205911
2008-11-01 56.2409710192186
2008-12-01 55.6843624241528
2009-01-01 56.9103237572270
2009-02-01 56.9524554612952
2009-03-01 56.7052769689380
2009-04-01 56.4846976380086
2009-05-01 54.8846948659548
2009-06-01 56.6488811231228
2009-07-01 57.1269964446898
2009-08-01 56.0280075776592
2009-09-01 59.0183895542438
2009-10-01 57.7438034835890
2009-11-01 57.7037940901419
2009-12-01 58.8888659693727
2010-01-01 52.7531972470580
2010-02-01 56.4855842773629
2010-03-01 57.1020227637621
2010-04-01 57.4115501532512
2010-05-01 55.8312757263184
2010-06-01 57.8067663846154
2010-07-01 58.2331841117152
2010-08-01 58.4446305640004
2010-09-01 58.1908217946814
2010-10-01 58.0400944027146
2010-11-01 58.2968447853001
2010-12-01 58.2014048173883
2011-01-01 57.8930015937693
2011-02-01 57.9522186286311
2011-03-01 57.5387027202580
2011-04-01 56.8989615710718
2011-05-01 55.6345716365254
2011-06-01 56.1399103665164
2011-07-01 55.5936953907556
2011-08-01 56.2593855744793
2011-09-01 56.0399286205435
2011-10-01 56.1958308965907
2011-11-01 55.6922087608138
2011-12-01 56.7952733984394
2012-01-01 51.9173789303820
2012-02-01 55.9323274636239
2012-03-01 56.4008491837376
2012-04-01 56.0790239418209
2012-05-01 60.0356010100736
2012-06-01 55.7408222865876
2012-07-01 55.9274955109357
2012-08-01 55.6466187193882
2012-09-01 56.3266551541645
2012-10-01 55.9805145907681
2012-11-01 55.9840286261649
2012-12-01 55.5479651191174
2013-01-01 54.9311061903028
2013-02-01 56.4000599955640
2013-03-01 54.9162925206044
2013-04-01 55.6554500638932
2013-05-01 63.0995183115235
2013-06-01 55.5665194008170
2013-07-01 55.7500379721464
2013-08-01 55.7582568186784
2013-09-01 56.0277725588494
2013-10-01 55.5829519868459
2013-11-01 56.0659606128655
2013-12-01 58.3291345009021
2014-01-01 57.2206329029891
2014-02-01 56.2172430156441
2014-03-01 55.5369502401466
2014-04-01 56.2429647731459
2014-05-01 56.3343014469017
2014-06-01 56.2753134225599
2014-07-01 55.6997852271489
2014-08-01 55.8286216554582
2014-09-01 55.8247078539051
2014-10-01 56.1264396306757
2014-11-01 55.9758442746477
2014-12-01 57.0844828989282
2015-01-01 55.0071444317640
2015-02-01 56.0354192418492
2015-03-01 55.5845379817294
2015-04-01 55.6712817050469
2015-05-01 55.5005481176083
2015-06-01 55.5483682267266
2015-07-01 55.3430561010425
2015-08-01 54.9939171263078
2015-09-01 55.0552157216328
2015-10-01 54.7730493385010
2015-11-01 54.7935127048135
2015-12-01 54.4461750589813
2016-01-01 54.9622821097559
2016-02-01 55.8156375398128
2016-03-01 55.7259985357482
2016-04-01 55.4124948914657
2016-05-01 55.1367605750952
2016-06-01 55.4869275297142
2016-07-01 55.4472690841617
2016-08-01 54.8158700725928
2016-09-01 55.0413945787986
2016-10-01 55.7411647977440
2016-11-01 55.7625813085752
2016-12-01 55.5063786209446
2017-01-01 53.6190915794514
2017-02-01 55.8910734038079
2017-03-01 55.8083387511049
2017-04-01 56.1350666447199
2017-05-01 59.8806181825672
2017-06-01 56.2472290369688
2017-07-01 56.2737036181558
2017-08-01 54.2046735175132
2017-09-01 55.3408899056368
2017-10-01 55.3868728901634
2017-11-01 55.5596736982507
2017-12-01 55.5229191606216
2018-01-01 55.3905746713732
2018-02-01 55.5331734037601
2018-03-01 56.1225638804449
2018-04-01 55.4837272472764
2018-05-01 57.3144052735585
2018-06-01 55.2198759675644
2018-07-01 54.9147258813504
2018-08-01 56.5051217000815
2018-09-01 56.6466280426779
2018-10-01 56.4113065983139
2018-11-01 56.5106675621000
2018-12-01 56.9233578002836
2019-01-01 56.1642240698998
2019-02-01 56.5326682611009
2019-03-01 56.7141355043552
2019-04-01 56.1891425073147
2019-05-01 56.0839719367798
2019-06-01 55.3809241073263
2019-07-01 54.9506639040951
2019-08-01 56.1308764428131
2019-09-01 56.2940059672665
2019-10-01 56.5726405581602
2019-11-01 56.9058014563971
2019-12-01 56.3857990108009
2020-01-01 60.1655269624011
2020-02-01 57.8133637194209
2020-03-01 56.9728207893564
2020-04-01 53.4908464407043
2020-05-01 52.1406554793924
2020-06-01 51.6758775743798
2020-07-01 51.1363640427426
2020-08-01 50.8297087331321
2020-09-01 48.0637340644360
2020-10-01 46.8857811656371
2020-11-01 46.3969150731255
2020-12-01 44.7934508130913
2021-01-01 48.0535001339721
2021-02-01 46.2314874699926
2021-03-01 47.9584405725494
2021-04-01 46.6912848043316
2021-05-01 48.4908616885760
2021-06-01 51.4246550051059
2021-07-01 50.4654184169377
2021-08-01 50.2605878907378
2021-09-01 49.2272194906637
2021-10-01 48.9844983521653
2021-11-01 48.8374221808185
2021-12-01 48.2298430439759
2022-01-01 48.5942648790315
2022-02-01 48.8034965897869
2022-03-01 48.8005386060289
2022-04-01 48.7110256556626
2022-05-01 48.4763190632425
2022-06-01 50.9408013627689
2022-07-01 50.4346117090030
2022-08-01 50.0468315888895
2022-09-01 49.8755734062217
2022-10-01 49.8236448438698
2022-11-01 50.0933425797948
2022-12-01 50.7173803460288
2023-01-01 49.6550002086152
2023-02-01 50.7603473091591
2023-03-01 50.3787135728036
2023-04-01 50.4072345292804
2023-05-01 42.9971997860833
2023-06-01 51.9674034291781
2023-07-01 51.4012996189012
2023-08-01 54.4872208584531
2023-09-01 50.9824640019898
2023-10-01 50.8729309300827
2023-11-01 50.9658291808488
2023-12-01 51.3245696421898
2024-01-01 49.5935692221393
2024-02-01 51.3867175025993
2024-03-01 51.1053220737107
2024-04-01 51.0910120179521
2024-05-01 50.7723173535826
2024-06-01 50.8308912452862
2024-07-01 50.5441199105255
2024-08-01 50.4704068097391
2024-09-01 50.6172916184248
2024-10-01 50.7203611312886
2024-11-01 51.2796382798270
2024-12-01 51.5305212508401
2025-01-01 52.4017759173154
2025-02-01 50.9781794970953
2025-03-01 51.0186926771830
2025-04-01 51.1887115748616
2025-05-01 52.6212752653231
2025-06-01 50.0963542577828
2025-07-01 49.9158708452129
2025-08-01 49.9670956900064
2025-09-01 50.3401580751322
2025-10-01 50.7146271309354
2025-11-01 50.2650277678940
2025-12-01 50.1937400108866
2026-01-01 50.5504149054723
2026-02-01 49.8386593670727
2026-03-01 49.7829365354795
2026-04-01 49.5548508606593
2026-05-01 50.7204801803402

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