Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Pittsburgh, PA (MSA)

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Pittsburgh, PA (MSA)
Series ID SMU42383006561130001SA
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 10:01 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 26.1266315793030
1990-02-01 25.5073140855970
1990-03-01 25.4091866195444
1990-04-01 25.0977579336655
1990-05-01 25.2511833114516
1990-06-01 25.6316146537395
1990-07-01 25.0941227325438
1990-08-01 23.7814468462592
1990-09-01 23.5978805765010
1990-10-01 25.7692508090071
1990-11-01 26.0802936536687
1990-12-01 26.0192992975839
1991-01-01 25.8509143724070
1991-02-01 26.1068996834815
1991-03-01 26.3410272838901
1991-04-01 26.7149821632419
1991-05-01 26.5156163724523
1991-06-01 26.2102434323818
1991-07-01 26.2396432555466
1991-08-01 25.5793104548387
1991-09-01 26.4731017103947
1991-10-01 26.3881655947611
1991-11-01 26.1708907081529
1991-12-01 25.9487626600495
1992-01-01 26.3401908442709
1992-02-01 26.0955164570021
1992-03-01 26.0574432652968
1992-04-01 26.3588226227038
1992-05-01 26.2535340111262
1992-06-01 26.4421997182788
1992-07-01 26.5573772004813
1992-08-01 25.3092768879945
1992-09-01 26.3935601998053
1992-10-01 26.7262781821890
1992-11-01 26.9609258912065
1992-12-01 26.8345295640697
1993-01-01 26.9724435272585
1993-02-01 26.8914507978732
1993-03-01 26.7348931882169
1993-04-01 26.5409235391680
1993-05-01 26.8130825628876
1993-06-01 26.7882973406526
1993-07-01 27.5867037507015
1993-08-01 26.8774276335665
1993-09-01 26.7261514847438
1993-10-01 26.7444985902223
1993-11-01 26.8703660863046
1993-12-01 27.1855941233424
1994-01-01 27.5171776756193
1994-02-01 27.9223372917080
1994-03-01 28.2802737796367
1994-04-01 28.4706990018992
1994-05-01 28.4989438616380
1994-06-01 28.7467271846833
1994-07-01 28.6556615653950
1994-08-01 28.7177552594289
1994-09-01 28.9324766076580
1994-10-01 28.5818404638323
1994-11-01 28.5096765178870
1994-12-01 28.5823440509788
1995-01-01 28.0182461794662
1995-02-01 28.5004486519497
1995-03-01 28.5575047867243
1995-04-01 28.5717591927485
1995-05-01 28.7372709331436
1995-06-01 28.7833253158430
1995-07-01 28.9058330095288
1995-08-01 28.9868057154886
1995-09-01 28.8878100695230
1995-10-01 28.9702657522761
1995-11-01 29.0242313415118
1995-12-01 29.1197504938605
1996-01-01 28.9818005690353
1996-02-01 29.0586318259995
1996-03-01 29.1555963048187
1996-04-01 29.2187294138419
1996-05-01 29.1121061095058
1996-06-01 29.3376524962693
1996-07-01 29.1501585156251
1996-08-01 29.2411296120169
1996-09-01 29.6248124000647
1996-10-01 29.5737268175550
1996-11-01 29.5276081561661
1996-12-01 29.3400437495464
1997-01-01 28.9430736529934
1997-02-01 29.1551629717975
1997-03-01 29.2396801184318
1997-04-01 29.3599885891137
1997-05-01 29.3867547319559
1997-06-01 29.5816984039305
1997-07-01 30.3677047413073
1997-08-01 30.2141019526191
1997-09-01 30.4094887719440
1997-10-01 30.4655343091313
1997-11-01 30.6253970774229
1997-12-01 31.0008239227104
1998-01-01 30.7366806165917
1998-02-01 30.9386690894773
1998-03-01 30.8392950784824
1998-04-01 30.8606655113282
1998-05-01 31.0244767579978
1998-06-01 30.8510905429105
1998-07-01 31.0433792803323
1998-08-01 31.2016983719868
1998-09-01 31.1838973492372
1998-10-01 31.0421119736159
1998-11-01 31.0988961988170
1998-12-01 31.5296466618989
1999-01-01 30.5557336145620
1999-02-01 30.8677344050882
1999-03-01 30.9459573622767
1999-04-01 31.1696135639973
1999-05-01 31.0600506213006
1999-06-01 31.4986212835480
1999-07-01 31.5483353958470
1999-08-01 32.2200684560977
1999-09-01 31.8615661265804
1999-10-01 32.4615428812184
1999-11-01 32.6033673043585
1999-12-01 32.2932798620327
2000-01-01 32.7636884223808
2000-02-01 33.1004531218089
2000-03-01 33.2776708090170
2000-04-01 33.6321113790472
2000-05-01 33.9830083972343
2000-06-01 33.8645725126719
2000-07-01 33.9154518722217
2000-08-01 33.5172734083398
2000-09-01 34.0321232907005
2000-10-01 34.4416540791614
2000-11-01 34.9565650115161
2000-12-01 35.3681280526618
2001-01-01 33.1774615694419
2001-02-01 32.7053320915305
2001-03-01 32.8912562457478
2001-04-01 32.9263521353344
2001-05-01 31.5898237625425
2001-06-01 32.9567516929210
2001-07-01 34.6015132093102
2001-08-01 33.5961025284967
2001-09-01 33.8467777951115
2001-10-01 32.2259143466399
2001-11-01 32.9207700999984
2001-12-01 33.0850354346979
2002-01-01 34.9021955270494
2002-02-01 33.9036295581891
2002-03-01 33.9546078253888
2002-04-01 33.9362960401463
2002-05-01 34.0226053566595
2002-06-01 33.8758257322254
2002-07-01 33.8423199041974
2002-08-01 34.1328155309918
2002-09-01 34.5318162970819
2002-10-01 34.3421357684013
2002-11-01 34.6441216066114
2002-12-01 30.7508570144370
2003-01-01 37.3567995976226
2003-02-01 36.2379562107701
2003-03-01 36.1382982485394
2003-04-01 35.3413840698230
2003-05-01 35.5573882421940
2003-06-01 35.7758429529946
2003-07-01 35.5431120686802
2003-08-01 35.6571866142265
2003-09-01 35.2206470404286
2003-10-01 36.2332079001620
2003-11-01 36.4038403514830
2003-12-01 36.1517950339312
2004-01-01 36.5827964339275
2004-02-01 36.0195567601844
2004-03-01 36.1639917847319
2004-04-01 36.5967032604686
2004-05-01 36.5655244666478
2004-06-01 36.8808707062887
2004-07-01 36.6859367845979
2004-08-01 36.1672139027368
2004-09-01 36.0712944515149
2004-10-01 36.3393484948472
2004-11-01 36.4703003389989
2004-12-01 36.3157701020119
2005-01-01 37.6572497299466
2005-02-01 36.7263815208414
2005-03-01 37.0150347474437
2005-04-01 37.3336342640599
2005-05-01 37.3379165307646
2005-06-01 37.8437624445409
2005-07-01 38.2962026239608
2005-08-01 38.6387363184427
2005-09-01 37.8403726074679
2005-10-01 37.3007832389553
2005-11-01 37.2321043926516
2005-12-01 37.4388396137630
2006-01-01 36.0149990108675
2006-02-01 36.7944158683283
2006-03-01 36.5164107145630
2006-04-01 36.3266550873430
2006-05-01 36.3206248462735
2006-06-01 35.7979327639143
2006-07-01 35.9336113664296
2006-08-01 36.0628840173340
2006-09-01 35.9694466721055
2006-10-01 35.8016494765808
2006-11-01 35.8049692208822
2006-12-01 35.7080412791544
2007-01-01 34.3830930382642
2007-02-01 35.7824542374599
2007-03-01 35.7928619704180
2007-04-01 36.0621377587914
2007-05-01 35.9999937138055
2007-06-01 36.4453177715999
2007-07-01 36.4931546425155
2007-08-01 36.4783907577926
2007-09-01 36.5996885848955
2007-10-01 36.8763287195693
2007-11-01 36.7518672989857
2007-12-01 36.6106653357227
2008-01-01 35.5321173100464
2008-02-01 36.5797175594068
2008-03-01 36.7016470236881
2008-04-01 36.7429966740508
2008-05-01 37.0589843061387
2008-06-01 36.6392205726557
2008-07-01 36.5358146738153
2008-08-01 37.1718341427626
2008-09-01 37.5654034029062
2008-10-01 38.0208537906285
2008-11-01 38.0459405606936
2008-12-01 37.9146030390619
2009-01-01 37.4778781336045
2009-02-01 37.4435127963901
2009-03-01 37.6845745858306
2009-04-01 37.5750913577394
2009-05-01 38.0166114044439
2009-06-01 38.1545875182251
2009-07-01 38.4548032960170
2009-08-01 38.2950977985719
2009-09-01 38.3265078706703
2009-10-01 38.0621919171818
2009-11-01 38.1659383664631
2009-12-01 38.4923694909175
2010-01-01 39.3897393250206
2010-02-01 38.9819705222158
2010-03-01 38.6661738669114
2010-04-01 38.1783394281247
2010-05-01 39.3146082955401
2010-06-01 40.9646786534366
2010-07-01 39.6330696867751
2010-08-01 39.5960541108348
2010-09-01 39.3569973246635
2010-10-01 39.2617963719103
2010-11-01 38.0204604339543
2010-12-01 39.4380398748143
2011-01-01 39.8994296679252
2011-02-01 39.3174453391248
2011-03-01 39.4510658571159
2011-04-01 38.4958829151241
2011-05-01 39.8716226405251
2011-06-01 41.6144804047360
2011-07-01 40.1547239239870
2011-08-01 40.5952338095189
2011-09-01 40.2454480376310
2011-10-01 39.8666536185211
2011-11-01 39.6342993616544
2011-12-01 39.9570339404223
2012-01-01 39.3376028686025
2012-02-01 39.7208815491962
2012-03-01 39.8136541387382
2012-04-01 39.5291694256931
2012-05-01 39.1225768229675
2012-06-01 38.9689657103798
2012-07-01 38.8203156127671
2012-08-01 38.5804407341351
2012-09-01 38.7741545183731
2012-10-01 39.3769642293710
2012-11-01 39.3407255991035
2012-12-01 39.0561625876593
2013-01-01 38.6349082589355
2013-02-01 39.2724326506124
2013-03-01 39.0853738492621
2013-04-01 38.6294234088232
2013-05-01 38.2960706301053
2013-06-01 39.0464151566834
2013-07-01 38.9227749276454
2013-08-01 38.6706327750236
2013-09-01 38.9115863689363
2013-10-01 39.0424339980820
2013-11-01 39.2634796240691
2013-12-01 39.0877891412469
2014-01-01 39.3902986372940
2014-02-01 38.9071854569005
2014-03-01 39.0438700415918
2014-04-01 39.0710887880240
2014-05-01 39.2779000821393
2014-06-01 39.7286691779274
2014-07-01 39.7046852075255
2014-08-01 39.1351057824675
2014-09-01 39.2587365969744
2014-10-01 39.2044710210606
2014-11-01 39.3452215087709
2014-12-01 39.2701396675743
2015-01-01 39.0121042333612
2015-02-01 38.1542917192183
2015-03-01 38.0117152183125
2015-04-01 38.4195450668912
2015-05-01 38.0463859468319
2015-06-01 37.9559570431412
2015-07-01 38.0536451856188
2015-08-01 38.4216420548815
2015-09-01 38.4476932481516
2015-10-01 38.1456630770373
2015-11-01 37.9429791467166
2015-12-01 37.3070580940931
2016-01-01 38.2744236167633
2016-02-01 38.6051299584939
2016-03-01 38.3475689494216
2016-04-01 38.5629071207377
2016-05-01 38.5562128475339
2016-06-01 38.1211585596671
2016-07-01 38.0489675279109
2016-08-01 38.3055455419161
2016-09-01 38.5955502246579
2016-10-01 38.5979110504658
2016-11-01 38.7371853468933
2016-12-01 38.4251285258393
2017-01-01 38.5849419069019
2017-02-01 38.5307177872400
2017-03-01 38.7568415107084
2017-04-01 38.5255769113813
2017-05-01 39.4488700257796
2017-06-01 38.3716121876155
2017-07-01 38.7551470351286
2017-08-01 38.1384232636683
2017-09-01 39.0095358555668
2017-10-01 39.1169120698898
2017-11-01 39.0627546337451
2017-12-01 39.9043445728904
2018-01-01 39.1029361394991
2018-02-01 39.5746187030014
2018-03-01 39.6065872674554
2018-04-01 39.4827313244560
2018-05-01 39.5637261829521
2018-06-01 39.4488877871985
2018-07-01 39.3993566512662
2018-08-01 39.5232146256502
2018-09-01 39.3596660882799
2018-10-01 40.0820476539399
2018-11-01 40.0384942219165
2018-12-01 39.9564985067159
2019-01-01 39.8374360377451
2019-02-01 39.7526478303081
2019-03-01 39.7137185288364
2019-04-01 39.6545526574899
2019-05-01 39.0216649686189
2019-06-01 38.8380441139774
2019-07-01 38.6559650436557
2019-08-01 38.8111416010694
2019-09-01 39.1365110775632
2019-10-01 39.0945374194084
2019-11-01 39.3306151842758
2019-12-01 39.4060848226479
2020-01-01 37.6446462893780
2020-02-01 38.9016697296147
2020-03-01 38.9305057499798
2020-04-01 33.8399556765108
2020-05-01 34.0187262079959
2020-06-01 37.3116081358664
2020-07-01 37.6223780959389
2020-08-01 37.6039888142891
2020-09-01 35.5692480080018
2020-10-01 34.7778614964110
2020-11-01 33.6121643613591
2020-12-01 31.4037169870702
2021-01-01 31.3174664842549
2021-02-01 31.8951992508107
2021-03-01 34.3307426254457
2021-04-01 34.4467363649685
2021-05-01 35.5622578136654
2021-06-01 36.4097973757399
2021-07-01 36.2995563088370
2021-08-01 35.7827171190542
2021-09-01 34.5752989239120
2021-10-01 35.1453732168561
2021-11-01 35.2703306574360
2021-12-01 35.5070848289997
2022-01-01 36.2902994946241
2022-02-01 36.4379184756867
2022-03-01 36.8121268134543
2022-04-01 36.8703346977103
2022-05-01 37.0299840653865
2022-06-01 37.2689830846875
2022-07-01 37.2742451068290
2022-08-01 37.0630545707272
2022-09-01 37.5809576481002
2022-10-01 37.9596567429312
2022-11-01 38.0540380476577
2022-12-01 38.1970754262543
2023-01-01 38.5169422346923
2023-02-01 38.0574330852893
2023-03-01 38.2854141660142
2023-04-01 38.3764912222958
2023-05-01 38.3376988718441
2023-06-01 38.8203190261445
2023-07-01 38.6769010116624
2023-08-01 38.7608118101954
2023-09-01 38.8118100245009
2023-10-01 39.1173906066969
2023-11-01 39.2282456349872
2023-12-01 39.3827903142180
2024-01-01 39.2185053942328
2024-02-01 39.7083105681832
2024-03-01 39.6825871076859
2024-04-01 40.1610833128552
2024-05-01 38.9553601584379
2024-06-01 40.0041909522194
2024-07-01 40.9025652167777
2024-08-01 39.9668838930166
2024-09-01 41.4568694271285
2024-10-01 41.0513277216771
2024-11-01 41.1856357750298
2024-12-01 41.2377661174966
2025-01-01 40.1650405797310
2025-02-01 41.1188466374250
2025-03-01 40.7961979408327
2025-04-01 40.5497499097086
2025-05-01 38.6704223127141
2025-06-01 39.9663901160015
2025-07-01 39.2272713178006
2025-08-01 40.5440069457046
2025-09-01 40.6397816798732
2025-10-01 40.8016264655175
2025-11-01 40.9043467774702
2025-12-01 41.0194553269249
2026-01-01 41.2977962753815
2026-02-01 40.9951641817376
2026-03-01 41.4283148995173
2026-04-01 41.1523034791703
2026-05-01 41.8979355092230

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