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

Title All Employees: Education and Health Services: Private Educational Services in Pittsburgh, PA (MSA)
Series ID SMU42383006561000001SA
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 2026-07-01
Last Updated 2026-08-21 6:44 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 37.6256480535747
1990-02-01 36.4988326025940
1990-03-01 36.2851133104169
1990-04-01 35.9971435420117
1990-05-01 36.0054776892030
1990-06-01 36.1995411414706
1990-07-01 35.7862040534959
1990-08-01 34.3010947350270
1990-09-01 34.3920636483896
1990-10-01 36.4924869417347
1990-11-01 36.6689082055106
1990-12-01 36.7980809104437
1991-01-01 36.6539844691163
1991-02-01 36.5893412913057
1991-03-01 36.8782750464878
1991-04-01 36.9617728681560
1991-05-01 36.9656651293645
1991-06-01 36.5007327058365
1991-07-01 36.4609556237738
1991-08-01 35.6053645519520
1991-09-01 36.8676239914867
1991-10-01 36.7407829230872
1991-11-01 36.6497487715211
1991-12-01 36.5600194430008
1992-01-01 37.4814992972495
1992-02-01 36.7441326345738
1992-03-01 36.6269860838111
1992-04-01 36.9161835889808
1992-05-01 36.8789952351507
1992-06-01 36.9514263021070
1992-07-01 37.0520947137419
1992-08-01 35.6456215071211
1992-09-01 37.0890787244139
1992-10-01 37.3252952624952
1992-11-01 37.5098351128598
1992-12-01 37.5528942489848
1993-01-01 38.1825655541133
1993-02-01 37.7613723137835
1993-03-01 37.7547494233254
1993-04-01 37.5877525980043
1993-05-01 37.7525483674276
1993-06-01 37.8139789424795
1993-07-01 38.3035201346993
1993-08-01 37.7605498684367
1993-09-01 37.7454285565885
1993-10-01 38.0011825420989
1993-11-01 38.1127621534655
1993-12-01 38.4352452858757
1994-01-01 39.0551272788187
1994-02-01 39.2014521140631
1994-03-01 39.5525283806292
1994-04-01 39.8574222346989
1994-05-01 39.8887576477325
1994-06-01 40.1888427221086
1994-07-01 40.2008357924644
1994-08-01 40.6371803532722
1994-09-01 40.5442419112918
1994-10-01 40.1081943145040
1994-11-01 40.2078719338028
1994-12-01 40.2999430141820
1995-01-01 40.2719235144889
1995-02-01 40.6284309976270
1995-03-01 40.7063733307826
1995-04-01 40.7015453253205
1995-05-01 40.9438670395351
1995-06-01 41.0821326145210
1995-07-01 41.1794898141088
1995-08-01 41.3798034661432
1995-09-01 41.3105723331199
1995-10-01 41.3711299530046
1995-11-01 41.4058948098917
1995-12-01 41.6008522399804
1996-01-01 41.6007015092684
1996-02-01 41.5462242039477
1996-03-01 41.6497299060874
1996-04-01 41.7484409482260
1996-05-01 41.6903989018535
1996-06-01 41.7593988905051
1996-07-01 41.6772530290153
1996-08-01 41.7821128362550
1996-09-01 42.1687990084430
1996-10-01 42.3535660301051
1996-11-01 42.3940524251895
1996-12-01 42.3259298324579
1997-01-01 42.0321533977789
1997-02-01 42.2502540298108
1997-03-01 42.3906025237742
1997-04-01 42.3030655797160
1997-05-01 42.3103041615503
1997-06-01 42.1538710099526
1997-07-01 43.6113512683670
1997-08-01 43.5648885383219
1997-09-01 43.5977416629307
1997-10-01 43.7042067480535
1997-11-01 43.8585244475702
1997-12-01 44.1677443094944
1998-01-01 43.7749161504523
1998-02-01 44.0848606865484
1998-03-01 44.0448020769863
1998-04-01 44.4135726094247
1998-05-01 44.5292869406737
1998-06-01 44.3355304491740
1998-07-01 44.6565165428715
1998-08-01 44.5406506777033
1998-09-01 44.6009587982571
1998-10-01 44.5257784411268
1998-11-01 44.5949921079035
1998-12-01 45.1726107794288
1999-01-01 43.6986753225110
1999-02-01 44.3605940573750
1999-03-01 44.6023872190418
1999-04-01 44.7690875299760
1999-05-01 44.8062803073364
1999-06-01 45.0236661612786
1999-07-01 44.4151203878765
1999-08-01 45.2576776582933
1999-09-01 44.8807042251135
1999-10-01 45.5002966230572
1999-11-01 45.6646241367486
1999-12-01 45.3386623963245
2000-01-01 45.7108037096682
2000-02-01 46.1995283036424
2000-03-01 46.0794528469026
2000-04-01 46.4211398384717
2000-05-01 46.6732698919002
2000-06-01 46.7903815650154
2000-07-01 47.2735545505404
2000-08-01 46.8193219212583
2000-09-01 47.2958416026232
2000-10-01 47.6937596142388
2000-11-01 48.2183425463624
2000-12-01 48.7127669577075
2001-01-01 46.4464975360203
2001-02-01 46.1467297797425
2001-03-01 46.3824268849848
2001-04-01 46.3743877199628
2001-05-01 44.8269685511210
2001-06-01 46.2202125924293
2001-07-01 48.0070780580133
2001-08-01 46.7160165342514
2001-09-01 46.7514369162733
2001-10-01 45.0798610691730
2001-11-01 45.7504657797953
2001-12-01 45.8217547958659
2002-01-01 47.6336008060518
2002-02-01 46.5995015770509
2002-03-01 47.0548853204807
2002-04-01 46.6992739645423
2002-05-01 46.8882984904677
2002-06-01 46.7429208079961
2002-07-01 46.8138667784842
2002-08-01 47.2981971708563
2002-09-01 47.8858880722491
2002-10-01 47.5715326589763
2002-11-01 47.9916540147790
2002-12-01 44.2059877281260
2003-01-01 50.7587408560934
2003-02-01 49.6555260897368
2003-03-01 49.5075444794701
2003-04-01 49.0319617897462
2003-05-01 49.2236432572973
2003-06-01 49.4964867005898
2003-07-01 49.0892354245904
2003-08-01 49.0790530091280
2003-09-01 48.4105278274343
2003-10-01 49.6133929147600
2003-11-01 49.7548434219725
2003-12-01 49.4524211964022
2004-01-01 49.4755861972137
2004-02-01 49.0570527677902
2004-03-01 49.1812846192499
2004-04-01 49.6293152271986
2004-05-01 49.5235579428602
2004-06-01 49.8478713976013
2004-07-01 49.9331647592980
2004-08-01 49.3447321379759
2004-09-01 49.2212777543267
2004-10-01 49.4575446787668
2004-11-01 49.6357849699190
2004-12-01 49.5855488953769
2005-01-01 50.4629316959809
2005-02-01 49.8899310464303
2005-03-01 50.1466274376997
2005-04-01 50.4199933866682
2005-05-01 50.4714209602708
2005-06-01 51.2260250853272
2005-07-01 51.9671569560429
2005-08-01 52.3062156570878
2005-09-01 50.9532059526955
2005-10-01 50.6050136075850
2005-11-01 50.4567370461920
2005-12-01 50.7523713416567
2006-01-01 49.0276501637439
2006-02-01 50.2681862817015
2006-03-01 49.8680721948834
2006-04-01 49.8034230669473
2006-05-01 49.8299992574152
2006-06-01 49.1888141863425
2006-07-01 49.4819604448854
2006-08-01 49.6042242265040
2006-09-01 49.6109454598344
2006-10-01 49.5154490039655
2006-11-01 49.4918994315475
2006-12-01 49.2792903884954
2007-01-01 47.7163998754641
2007-02-01 49.5091748565546
2007-03-01 49.9416070725174
2007-04-01 49.9917706487469
2007-05-01 50.1549127568218
2007-06-01 50.4305080702209
2007-07-01 50.4032694152494
2007-08-01 50.3802404521710
2007-09-01 50.5904429592507
2007-10-01 51.5166335705010
2007-11-01 50.7452220560302
2007-12-01 50.6752331746787
2008-01-01 49.2831147469855
2008-02-01 50.8744464412399
2008-03-01 50.8689170242814
2008-04-01 51.2548258276389
2008-05-01 51.4424106935786
2008-06-01 51.0576218498486
2008-07-01 50.9089509459404
2008-08-01 51.7526197316273
2008-09-01 52.2266547172246
2008-10-01 52.6062398004234
2008-11-01 52.6275385584810
2008-12-01 52.8051654808071
2009-01-01 52.2428782217337
2009-02-01 52.4208286493720
2009-03-01 52.6354127589214
2009-04-01 52.8516655151506
2009-05-01 53.0049912055594
2009-06-01 53.2196888422224
2009-07-01 53.7150956656760
2009-08-01 53.6131985387085
2009-09-01 53.5599987592418
2009-10-01 53.5682292822233
2009-11-01 53.7802677702569
2009-12-01 54.0993528549834
2010-01-01 54.6606142506795
2010-02-01 54.3253387981117
2010-03-01 54.1927987284681
2010-04-01 54.2894074939524
2010-05-01 54.8107436692144
2010-06-01 56.4540159369879
2010-07-01 55.4722376694767
2010-08-01 55.3633023249116
2010-09-01 54.8905570081587
2010-10-01 55.1139618018782
2010-11-01 53.8906744130338
2010-12-01 54.7660006995779
2011-01-01 55.3330166265842
2011-02-01 55.0296725142108
2011-03-01 55.0588121817881
2011-04-01 54.7413564678899
2011-05-01 55.7326156431623
2011-06-01 57.7527484631557
2011-07-01 55.6482433830260
2011-08-01 56.4455327878360
2011-09-01 55.8136518166697
2011-10-01 55.3582634676517
2011-11-01 55.1816339768981
2011-12-01 55.6123627253155
2012-01-01 54.7363910003732
2012-02-01 55.3171280985787
2012-03-01 55.9765495073778
2012-04-01 55.1321209001372
2012-05-01 54.9136663958274
2012-06-01 53.4924926503824
2012-07-01 53.1880866600533
2012-08-01 52.8356864937812
2012-09-01 52.9778486905845
2012-10-01 53.3559634285133
2012-11-01 53.3650359830037
2012-12-01 53.0536024980862
2013-01-01 52.6167026623911
2013-02-01 53.3550335907744
2013-03-01 53.0097963825904
2013-04-01 53.0409579472063
2013-05-01 52.4451780813910
2013-06-01 52.7597319625975
2013-07-01 52.6285617798803
2013-08-01 52.1740112298612
2013-09-01 52.6878925190785
2013-10-01 52.8961245562190
2013-11-01 53.1185912694832
2013-12-01 52.9731737717868
2014-01-01 52.9349576349085
2014-02-01 52.5286882923654
2014-03-01 52.5331287820427
2014-04-01 52.4529511266579
2014-05-01 52.7106861523265
2014-06-01 52.8845694994508
2014-07-01 52.7771759438882
2014-08-01 51.9687357084571
2014-09-01 52.5476145237092
2014-10-01 52.5242583746499
2014-11-01 52.6553026572041
2014-12-01 52.6085800592367
2015-01-01 52.2883528310881
2015-02-01 51.5086876050230
2015-03-01 51.5002888294382
2015-04-01 51.7462610177236
2015-05-01 51.4059027416233
2015-06-01 51.2076987080965
2015-07-01 51.3395466041235
2015-08-01 51.6349728426173
2015-09-01 51.7828056431334
2015-10-01 51.5793817420234
2015-11-01 51.3682302105627
2015-12-01 50.7266130003149
2016-01-01 51.8399050078401
2016-02-01 52.0984544771231
2016-03-01 51.8807203159701
2016-04-01 52.1504632011474
2016-05-01 52.0496867386298
2016-06-01 51.3744552559954
2016-07-01 51.3474221950903
2016-08-01 51.6786797737463
2016-09-01 52.1642719413299
2016-10-01 52.0898919961604
2016-11-01 52.3351923714597
2016-12-01 52.0029980492580
2017-01-01 52.2168973661574
2017-02-01 52.2815118069522
2017-03-01 52.4515605452728
2017-04-01 52.2712975002986
2017-05-01 52.9124169938707
2017-06-01 51.9051417955032
2017-07-01 52.3170017448189
2017-08-01 51.7193142311516
2017-09-01 52.8181843989119
2017-10-01 52.9915022015900
2017-11-01 53.0466074285819
2017-12-01 53.7913355146452
2018-01-01 53.1263150388412
2018-02-01 53.5147878912156
2018-03-01 53.6368911707280
2018-04-01 53.3863872427961
2018-05-01 53.5658674856391
2018-06-01 53.2914825201065
2018-07-01 53.4072512572083
2018-08-01 53.7094780496279
2018-09-01 53.3946020526115
2018-10-01 54.0064492922692
2018-11-01 53.8788987654847
2018-12-01 53.7912438021394
2019-01-01 53.8002358063843
2019-02-01 53.6083122610798
2019-03-01 53.5158754772933
2019-04-01 53.4635263484776
2019-05-01 52.8093618703800
2019-06-01 52.4999700419665
2019-07-01 52.5416533084223
2019-08-01 52.8809491872425
2019-09-01 53.0215338280093
2019-10-01 53.0551948163126
2019-11-01 53.1814737422356
2019-12-01 53.2946542586382
2020-01-01 51.6535907253765
2020-02-01 52.5731139437953
2020-03-01 52.4674350141625
2020-04-01 45.0398738280812
2020-05-01 45.1466574180518
2020-06-01 48.5850500866708
2020-07-01 48.6154297846721
2020-08-01 49.8714490055605
2020-09-01 47.9543278467112
2020-10-01 47.4057576232718
2020-11-01 46.2465066887183
2020-12-01 43.7391292363990
2021-01-01 43.5414129066277
2021-02-01 44.6078434863210
2021-03-01 46.9761225157979
2021-04-01 47.0641077070849
2021-05-01 47.9612455218572
2021-06-01 48.4303814557218
2021-07-01 47.9669167123179
2021-08-01 48.1268064165915
2021-09-01 47.3449953812985
2021-10-01 48.1477839851519
2021-11-01 48.3674978624393
2021-12-01 48.2772216580753
2022-01-01 49.0933069454415
2022-02-01 49.1589711018436
2022-03-01 49.5111632915572
2022-04-01 49.7971845101378
2022-05-01 50.0787918245432
2022-06-01 49.8682991470976
2022-07-01 49.9861460701900
2022-08-01 49.9496855188611
2022-09-01 50.9162913814915
2022-10-01 51.2346349780532
2022-11-01 51.4541895546314
2022-12-01 51.5722822924721
2023-01-01 52.0408681532157
2023-02-01 51.5893483188059
2023-03-01 51.7615905316005
2023-04-01 51.7593229986159
2023-05-01 52.1222099540118
2023-06-01 52.3909513724173
2023-07-01 52.0572498750339
2023-08-01 52.4467914623501
2023-09-01 52.5977415029828
2023-10-01 52.9134051360117
2023-11-01 53.0321053244925
2023-12-01 53.3819446045635
2024-01-01 53.2949336213400
2024-02-01 53.8344112215150
2024-03-01 53.8212279887788
2024-04-01 54.2090289999857
2024-05-01 53.6829044099540
2024-06-01 53.9377944975086
2024-07-01 54.4278010918096
2024-08-01 53.8617014049812
2024-09-01 55.5126861740635
2024-10-01 55.1996393990659
2024-11-01 55.3624931337654
2024-12-01 55.4742855253526
2025-01-01 55.4174214153084
2025-02-01 56.3328299165059
2025-03-01 55.8342502584019
2025-04-01 55.4697996134958
2025-05-01 54.4810889932088
2025-06-01 54.6439333094577
2025-07-01 53.0428228788223
2025-08-01 55.8026704140041
2025-09-01 56.0417623602082
2025-10-01 55.9412087061398
2025-11-01 56.0620942317219
2025-12-01 56.2321858745507
2026-01-01 56.4463648061576
2026-02-01 56.1641116552366
2026-03-01 56.5842356903024
2026-04-01 55.8296969959728
2026-05-01 57.3997964275631
2026-06-01 58.0580981675991
2026-07-01 58.4103078292807

Back to Top