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 2026-05-01
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 37.1572122060642
1990-02-01 36.4450049498901
1990-03-01 36.2557505480373
1990-04-01 35.9834031096361
1990-05-01 35.9961813250056
1990-06-01 36.1832216310825
1990-07-01 35.8230601371649
1990-08-01 34.4139973620044
1990-09-01 34.3953856432619
1990-10-01 36.7021055894684
1990-11-01 36.8999720406634
1990-12-01 36.7710414259310
1991-01-01 36.1853974457658
1991-02-01 36.5479753195429
1991-03-01 36.8554155041868
1991-04-01 36.9539949021807
1991-05-01 36.9692380560343
1991-06-01 36.5055550497437
1991-07-01 36.4848635795115
1991-08-01 35.7127569622191
1991-09-01 36.8907391142857
1991-10-01 36.8965486175145
1991-11-01 36.8173967370589
1991-12-01 36.5606026857667
1992-01-01 37.0193009331878
1992-02-01 36.7346998575496
1992-03-01 36.6233774398902
1992-04-01 36.9212045592010
1992-05-01 36.8950139112722
1992-06-01 36.9733667376803
1992-07-01 37.0514532729837
1992-08-01 35.7550214765429
1992-09-01 37.1190224489892
1992-10-01 37.4005227815970
1992-11-01 37.6018235456164
1992-12-01 37.5676774192621
1993-01-01 37.8313873048098
1993-02-01 37.7636593776127
1993-03-01 37.7599534504718
1993-04-01 37.6010600972613
1993-05-01 37.7778768878684
1993-06-01 37.8480191906459
1993-07-01 38.2771955607570
1993-08-01 37.8707941838787
1993-09-01 37.7745912237931
1993-10-01 38.0019265871659
1993-11-01 38.1351374100263
1993-12-01 38.4518855305092
1994-01-01 38.8566880000671
1994-02-01 39.2090447036368
1994-03-01 39.5609896359927
1994-04-01 39.8707414658336
1994-05-01 39.9071165308931
1994-06-01 40.2095461728662
1994-07-01 40.1731105443860
1994-08-01 40.7516991658796
1994-09-01 40.5517179237572
1994-10-01 40.0713642778967
1994-11-01 40.2090073744339
1994-12-01 40.2977957216282
1995-01-01 40.2092035212029
1995-02-01 40.6254996174454
1995-03-01 40.7086400890436
1995-04-01 40.7086714816066
1995-05-01 40.9546118102535
1995-06-01 41.0945676754402
1995-07-01 41.1635912489655
1995-08-01 41.4483862763247
1995-09-01 41.3108545916783
1995-10-01 41.3400384344462
1995-11-01 41.4007690993024
1995-12-01 41.5942649745266
1996-01-01 41.5952032435752
1996-02-01 41.5416696055264
1996-03-01 41.6494148987417
1996-04-01 41.7505092171134
1996-05-01 41.6934332623621
1996-06-01 41.7639333625323
1996-07-01 41.6747910525460
1996-08-01 41.8140650533568
1996-09-01 42.1666587209123
1996-10-01 42.3362604510898
1996-11-01 42.3911116983992
1996-12-01 42.3208248428464
1997-01-01 42.0337480681126
1997-02-01 42.2494319115010
1997-03-01 42.3917172983731
1997-04-01 42.3045596213836
1997-05-01 42.3122353768832
1997-06-01 42.1593028472594
1997-07-01 43.6086549017655
1997-08-01 43.5664149714256
1997-09-01 43.5979300503588
1997-10-01 43.7030092111226
1997-11-01 43.8564636245016
1997-12-01 44.1610532030723
1998-01-01 43.7796654773953
1998-02-01 44.0849514321688
1998-03-01 44.0459322545547
1998-04-01 44.4150636006147
1998-05-01 44.5308573215712
1998-06-01 44.3390751101249
1998-07-01 44.6540941722989
1998-08-01 44.5408173291910
1998-09-01 44.6000526050283
1998-10-01 44.5237874665239
1998-11-01 44.5920703353525
1998-12-01 45.1617834857071
1999-01-01 43.7076294018487
1999-02-01 44.3633492066061
1999-03-01 44.6049561698869
1999-04-01 44.7712729248001
1999-05-01 44.8081406539478
1999-06-01 45.0258794480274
1999-07-01 44.4137691203352
1999-08-01 45.2568789753753
1999-09-01 44.8785264429160
1999-10-01 45.4971875573609
1999-11-01 45.6590569237355
1999-12-01 45.3269566721047
2000-01-01 45.7215481975437
2000-02-01 46.2042946368424
2000-03-01 46.0834292328827
2000-04-01 46.4239274213903
2000-05-01 46.6754057466495
2000-06-01 46.7915591177072
2000-07-01 47.2739669538467
2000-08-01 46.8184005661772
2000-09-01 47.2933837209287
2000-10-01 47.6906793725541
2000-11-01 48.2109611492867
2000-12-01 48.6945616339461
2001-01-01 46.4588165803594
2001-02-01 46.1536829600115
2001-03-01 46.3877451297056
2001-04-01 46.3774561035319
2001-05-01 44.8289264398511
2001-06-01 46.2207673059166
2001-07-01 48.0069227113271
2001-08-01 46.7149397113982
2001-09-01 46.7494878068408
2001-10-01 45.0786796400400
2001-11-01 45.7453505896045
2001-12-01 45.8050640400414
2002-01-01 47.6422839907643
2002-02-01 46.6051434574739
2002-03-01 47.0599030496162
2002-04-01 46.7021391128835
2002-05-01 46.8901230851834
2002-06-01 46.7434060123625
2002-07-01 46.8138419454136
2002-08-01 47.2977462368796
2002-09-01 47.8854358892750
2002-10-01 47.5721534731414
2002-11-01 47.9903365854363
2002-12-01 44.1893054916716
2003-01-01 50.7626869444316
2003-02-01 49.6605185625550
2003-03-01 49.5118869442970
2003-04-01 49.0345302436272
2003-05-01 49.2252884154107
2003-06-01 49.4968704561207
2003-07-01 49.0897430269795
2003-08-01 49.0791052796441
2003-09-01 48.4107545597474
2003-10-01 49.6143420999454
2003-11-01 49.7553373689572
2003-12-01 49.4420891103289
2004-01-01 49.4734270436204
2004-02-01 49.0590117904669
2004-03-01 49.1834852753290
2004-04-01 49.6309927301249
2004-05-01 49.5248656495076
2004-06-01 49.8486005673144
2004-07-01 49.9349757758504
2004-08-01 49.3457724942379
2004-09-01 49.2220655598271
2004-10-01 49.4582581885396
2004-11-01 49.6366177791828
2004-12-01 49.5806554903831
2005-01-01 50.4571720403093
2005-02-01 49.8905952115127
2005-03-01 50.1472699160879
2005-04-01 50.4207246780909
2005-05-01 50.4723559524243
2005-06-01 51.2270142948085
2005-07-01 51.9703030401574
2005-08-01 52.3081063713301
2005-09-01 50.9541070759899
2005-10-01 50.6068448053614
2005-11-01 50.4568648414705
2005-12-01 50.7520913970381
2006-01-01 49.0205540520148
2006-02-01 50.2662947650112
2006-03-01 49.8662408082461
2006-04-01 49.8020000828198
2006-05-01 49.8291899568062
2006-06-01 49.1886787241125
2006-07-01 49.4953387266199
2006-08-01 49.6053198654504
2006-09-01 49.6114983983734
2006-10-01 49.5187500280867
2006-11-01 49.4924722205629
2006-12-01 49.2790158372169
2007-01-01 47.7086912876997
2007-02-01 49.5044636087358
2007-03-01 49.9361129421133
2007-04-01 49.9864767134783
2007-05-01 50.1506461581565
2007-06-01 50.4277689137847
2007-07-01 50.4378489173277
2007-08-01 50.3804881891248
2007-09-01 50.5911385583622
2007-10-01 51.5231281907264
2007-11-01 50.7486949341001
2007-12-01 50.6761809872668
2008-01-01 49.2751237639833
2008-02-01 50.8643253841417
2008-03-01 50.8559063607985
2008-04-01 51.2184429218690
2008-05-01 51.4317820766083
2008-06-01 51.0702247084446
2008-07-01 50.9765873985849
2008-08-01 51.7571010049302
2008-09-01 52.2338803233327
2008-10-01 52.6198029465456
2008-11-01 52.6329101661122
2008-12-01 52.8096138150243
2009-01-01 52.2337885939246
2009-02-01 52.4029068207010
2009-03-01 52.6115700750188
2009-04-01 52.7307605468087
2009-05-01 52.9916681971799
2009-06-01 53.2838171809988
2009-07-01 53.8117594213051
2009-08-01 53.6299408624472
2009-09-01 53.5914955630252
2009-10-01 53.6017280770066
2009-11-01 53.7978457025881
2009-12-01 54.1140533789850
2010-01-01 54.6406185427543
2010-02-01 54.2853764464130
2010-03-01 54.1818747492181
2010-04-01 54.0144856718530
2010-05-01 54.6879446181576
2010-06-01 56.6750905731898
2010-07-01 55.6419109596840
2010-08-01 55.4247964112593
2010-09-01 54.9582850263853
2010-10-01 55.1649094484696
2010-11-01 53.9047340713886
2010-12-01 54.7738923588042
2011-01-01 55.3067311891126
2011-02-01 54.9589912872039
2011-03-01 55.0581993642131
2011-04-01 54.3658366445368
2011-05-01 55.4768185883226
2011-06-01 58.1048706106236
2011-07-01 55.8789311901362
2011-08-01 56.5610479026283
2011-09-01 55.9183531761192
2011-10-01 55.4212260280124
2011-11-01 55.1958835268560
2011-12-01 55.6047113717976
2012-01-01 54.6997928544432
2012-02-01 55.2153259233066
2012-03-01 55.9875599432102
2012-04-01 54.7604730343960
2012-05-01 54.5251225768333
2012-06-01 53.8712768444227
2012-07-01 53.4566673799961
2012-08-01 53.0049503812059
2012-09-01 53.0817875797649
2012-10-01 53.4039440751561
2012-11-01 53.3558571743837
2012-12-01 53.0154860186999
2013-01-01 52.5882076865996
2013-02-01 53.2561440942089
2013-03-01 52.9896743949460
2013-04-01 52.8217784090780
2013-05-01 52.1549621716692
2013-06-01 53.0046000933057
2013-07-01 52.8254530321651
2013-08-01 52.3416756138314
2013-09-01 52.7743818203152
2013-10-01 52.9338621747378
2013-11-01 53.1096038632455
2013-12-01 52.9287332562857
2014-01-01 52.9048065495244
2014-02-01 52.4547305727830
2014-03-01 52.5008850542372
2014-04-01 52.3544825856473
2014-05-01 52.5452502574878
2014-06-01 53.0042346463645
2014-07-01 52.8929875221052
2014-08-01 52.1035811643212
2014-09-01 52.5963888711301
2014-10-01 52.5431130042533
2014-11-01 52.6430246157837
2014-12-01 52.5674188838219
2015-01-01 52.2676841599039
2015-02-01 51.4698427028496
2015-03-01 51.4661874010871
2015-04-01 51.7231733814946
2015-05-01 51.3787619032817
2015-06-01 51.2335094604217
2015-07-01 51.3769247284849
2015-08-01 51.6993320948297
2015-09-01 51.8030035830904
2015-10-01 51.5892116932682
2015-11-01 51.3656068952123
2015-12-01 50.7007485598600
2016-01-01 51.8240277545060
2016-02-01 52.0816565365284
2016-03-01 51.8651910079180
2016-04-01 52.1373643970877
2016-05-01 52.0522177091965
2016-06-01 51.3987183698630
2016-07-01 51.3715812333380
2016-08-01 51.7018253137468
2016-09-01 52.1653942192098
2016-10-01 52.0887467868730
2016-11-01 52.3305813581901
2016-12-01 51.9855178423727
2017-01-01 52.2089059819497
2017-02-01 52.2739348270297
2017-03-01 52.4446834661186
2017-04-01 52.2650254939708
2017-05-01 52.9250967799899
2017-06-01 51.9290202565920
2017-07-01 52.3309557970817
2017-08-01 51.7230406429303
2017-09-01 52.8157234857795
2017-10-01 52.9881967414587
2017-11-01 53.0423361264750
2017-12-01 53.7803238636353
2018-01-01 53.1208368552683
2018-02-01 53.5085545708840
2018-03-01 53.6295728863595
2018-04-01 53.3862869666034
2018-05-01 53.5767318614242
2018-06-01 53.3098789749092
2018-07-01 53.4190392273053
2018-08-01 53.7137996874196
2018-09-01 53.3918593250741
2018-10-01 54.0019552468166
2018-11-01 53.8748997556531
2018-12-01 53.7819763832475
2019-01-01 53.7943642692722
2019-02-01 53.6080410492996
2019-03-01 53.5107008985847
2019-04-01 53.4741722547881
2019-05-01 52.7939899695936
2019-06-01 52.5182396350033
2019-07-01 52.5581803201863
2019-08-01 52.8933524913446
2019-09-01 53.0014075176457
2019-10-01 53.0577966448503
2019-11-01 53.1852003535947
2019-12-01 53.2792864457557
2020-01-01 51.6522819869356
2020-02-01 52.5816949337721
2020-03-01 52.4646277500651
2020-04-01 45.0554410469070
2020-05-01 45.1071263428225
2020-06-01 48.6023075563854
2020-07-01 48.6370962948947
2020-08-01 49.8919094110006
2020-09-01 47.9180652546276
2020-10-01 47.4141273068927
2020-11-01 46.2577335067942
2020-12-01 43.7228834608513
2021-01-01 43.5455810087790
2021-02-01 44.6238483635164
2021-03-01 46.9782066561382
2021-04-01 47.0784670751254
2021-05-01 47.8932482286507
2021-06-01 48.4477037917870
2021-07-01 47.9894251057124
2021-08-01 48.1580264175849
2021-09-01 47.2957252164946
2021-10-01 48.1651720012352
2021-11-01 48.3877960733364
2021-12-01 48.2628426986053
2022-01-01 49.1024208215532
2022-02-01 49.1731106248731
2022-03-01 49.5174426948287
2022-04-01 49.8181939183073
2022-05-01 49.9352330901699
2022-06-01 49.9085562904083
2022-07-01 50.0385200034609
2022-08-01 50.0009897548099
2022-09-01 50.8585632006887
2022-10-01 51.2703080753390
2022-11-01 51.4852545754152
2022-12-01 51.5736075725195
2023-01-01 52.0445868286355
2023-02-01 51.5589558627806
2023-03-01 51.7581568991964
2023-04-01 51.7713860552911
2023-05-01 51.8274364131556
2023-06-01 52.5260801813102
2023-07-01 52.2912088096702
2023-08-01 52.5205160355663
2023-09-01 52.5202352825657
2023-10-01 52.9572613561568
2023-11-01 53.0620674675716
2023-12-01 53.3875030481122
2024-01-01 53.2756298364042
2024-02-01 53.7326040251570
2024-03-01 53.7764872182986
2024-04-01 54.2198066242204
2024-05-01 53.1415853382515
2024-06-01 54.2006026204237
2024-07-01 55.1166464093961
2024-08-01 53.9656761003723
2024-09-01 55.3808949009189
2024-10-01 55.2228611268220
2024-11-01 55.3692202355250
2024-12-01 55.4736226570271
2025-01-01 55.3665152998813
2025-02-01 56.1261704533027
2025-03-01 55.6857274803732
2025-04-01 55.4711493941440
2025-05-01 53.7297963133139
2025-06-01 55.0602428225451
2025-07-01 54.2638876603182
2025-08-01 55.9164525506241
2025-09-01 55.8692035810211
2025-10-01 55.8950114978710
2025-11-01 56.0140650753734
2025-12-01 56.2007638966167
2026-01-01 56.3588507877019
2026-02-01 55.9036371122104
2026-03-01 56.3240186930720
2026-04-01 55.8594425121656
2026-05-01 56.7521006647693

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