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

Title All Employees: Education and Health Services: Private Educational Services in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254206561000001SA
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 2026-09-01
Last Updated 2026-10-20 10:43 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 5.8572283088
1990-02-01 5.4857054307
1990-03-01 5.4384233809
1990-04-01 5.3804518592
1990-05-01 5.4052239083
1990-06-01 5.4238614217
1990-07-01 5.3777741958
1990-08-01 5.4928376874
1990-09-01 5.3824323102
1990-10-01 5.3636671181
1990-11-01 5.4165114684
1990-12-01 5.3509320703
1991-01-01 5.1743770916
1991-02-01 5.2011502426
1991-03-01 5.1513120947
1991-04-01 5.1864526173
1991-05-01 5.2077429445
1991-06-01 5.3207305079
1991-07-01 5.2590961190
1991-08-01 5.3779408426
1991-09-01 5.1074335771
1991-10-01 5.0890570051
1991-11-01 5.0539807844
1991-12-01 5.0685571838
1992-01-01 5.1866354310
1992-02-01 5.0979961864
1992-03-01 5.1404910596
1992-04-01 5.0836809563
1992-05-01 5.0057905360
1992-06-01 5.0024261569
1992-07-01 5.0155229240
1992-08-01 5.0262344744
1992-09-01 5.1119313063
1992-10-01 5.1917119699
1992-11-01 5.1551941085
1992-12-01 5.0707778875
1993-01-01 5.0869155092
1993-02-01 5.0791250756
1993-03-01 5.0262964729
1993-04-01 5.0718847745
1993-05-01 5.0895002182
1993-06-01 5.0284884300
1993-07-01 5.0152886784
1993-08-01 5.2645191473
1993-09-01 5.4046727813
1993-10-01 5.3908054123
1993-11-01 5.3388778171
1993-12-01 5.4495246319
1994-01-01 5.4600495367
1994-02-01 5.4244993125
1994-03-01 5.5621814651
1994-04-01 5.6207981593
1994-05-01 5.5520195851
1994-06-01 5.6195928381
1994-07-01 5.6096244382
1994-08-01 5.4928639380
1994-09-01 5.6084772070
1994-10-01 5.6890858067
1994-11-01 5.7073264965
1994-12-01 5.7350397982
1995-01-01 5.9461356484
1995-02-01 5.7690217471
1995-03-01 5.7214110116
1995-04-01 5.7114038335
1995-05-01 5.8269090761
1995-06-01 5.8846782876
1995-07-01 5.9604907234
1995-08-01 5.9429383653
1995-09-01 6.0129609296
1995-10-01 5.8868807185
1995-11-01 5.7917192236
1995-12-01 6.0178237198
1996-01-01 5.9641163407
1996-02-01 6.1136349896
1996-03-01 6.0803037889
1996-04-01 6.0920065589
1996-05-01 6.0969948252
1996-06-01 5.8121007380
1996-07-01 5.9397791241
1996-08-01 6.0226218561
1996-09-01 5.9445592441
1996-10-01 5.9914889639
1996-11-01 6.0652791090
1996-12-01 6.0128398917
1997-01-01 5.9716342146
1997-02-01 6.2007129516
1997-03-01 6.1672699166
1997-04-01 6.1037513726
1997-05-01 6.0798969147
1997-06-01 6.2023596073
1997-07-01 6.1494603763
1997-08-01 6.2179905967
1997-09-01 6.2519119678
1997-10-01 6.2659867242
1997-11-01 6.3389643801
1997-12-01 6.2784811773
1998-01-01 6.4424367303
1998-02-01 6.4010635447
1998-03-01 6.4646215352
1998-04-01 6.4937747426
1998-05-01 6.4401012782
1998-06-01 6.4675263846
1998-07-01 6.5847440451
1998-08-01 6.5166979117
1998-09-01 6.5510175534
1998-10-01 6.6309371794
1998-11-01 6.5316755944
1998-12-01 6.2500064623
1999-01-01 6.5505445615
1999-02-01 6.6274512831
1999-03-01 6.4986041725
1999-04-01 6.5220420638
1999-05-01 6.6207833627
1999-06-01 6.3660883051
1999-07-01 6.4081213258
1999-08-01 6.4655065486
1999-09-01 6.4724352767
1999-10-01 6.4250477529
1999-11-01 6.7307670961
1999-12-01 6.5955716700
2000-01-01 6.9890914482
2000-02-01 6.5781256261
2000-03-01 6.8328615642
2000-04-01 6.7563582428
2000-05-01 6.8133064168
2000-06-01 6.5815519998
2000-07-01 6.8038619457
2000-08-01 6.7359449044
2000-09-01 6.8697844385
2000-10-01 6.8857394467
2000-11-01 6.8432995094
2000-12-01 6.9510448404
2001-01-01 6.7126284689
2001-02-01 6.9102453317
2001-03-01 6.8788888742
2001-04-01 7.0954069971
2001-05-01 7.1090628996
2001-06-01 7.1167609851
2001-07-01 7.0772658545
2001-08-01 7.2185690465
2001-09-01 7.0874231758
2001-10-01 7.0710073988
2001-11-01 7.0614154951
2001-12-01 7.1544816069
2002-01-01 6.9910330579
2002-02-01 7.1310631426
2002-03-01 7.1045217345
2002-04-01 7.0508777355
2002-05-01 7.1239212640
2002-06-01 7.1710598973
2002-07-01 7.3679736899
2002-08-01 7.1115879400
2002-09-01 7.3228513060
2002-10-01 7.3702735575
2002-11-01 7.3889282601
2002-12-01 7.2952874673
2003-01-01 7.3715327092
2003-02-01 7.0444787110
2003-03-01 7.2010367213
2003-04-01 7.1734727947
2003-05-01 7.1258960525
2003-06-01 7.3451731774
2003-07-01 7.7914332174
2003-08-01 7.4778329844
2003-09-01 6.9815474256
2003-10-01 7.0244854954
2003-11-01 7.0725108412
2003-12-01 7.0803420223
2004-01-01 7.0719150823
2004-02-01 6.9266833971
2004-03-01 7.0001970255
2004-04-01 6.9684153880
2004-05-01 6.7300009975
2004-06-01 7.0840925787
2004-07-01 7.5818025525
2004-08-01 7.2129939883
2004-09-01 6.7323725228
2004-10-01 6.7748719518
2004-11-01 6.7477042115
2004-12-01 6.7629946863
2005-01-01 7.0192927254
2005-02-01 6.9898213990
2005-03-01 6.9748059682
2005-04-01 6.9185230670
2005-05-01 6.6916893610
2005-06-01 7.0742572250
2005-07-01 7.6172888155
2005-08-01 7.2298735094
2005-09-01 6.9629114785
2005-10-01 6.9893698546
2005-11-01 6.9811929019
2005-12-01 7.0009944470
2006-01-01 6.9721458440
2006-02-01 7.0466263405
2006-03-01 7.1545034631
2006-04-01 7.0300660248
2006-05-01 7.0275482482
2006-06-01 6.9728213133
2006-07-01 6.8583266961
2006-08-01 6.9529125364
2006-09-01 6.9901114187
2006-10-01 6.9103074004
2006-11-01 7.0013799265
2006-12-01 7.1230682104
2007-01-01 7.0454352655
2007-02-01 7.2052168000
2007-03-01 7.1542066984
2007-04-01 7.2362573846
2007-05-01 7.4633715002
2007-06-01 7.2291541619
2007-07-01 7.1055466611
2007-08-01 7.0389778091
2007-09-01 7.2952065028
2007-10-01 7.3904734873
2007-11-01 7.2748787650
2007-12-01 7.2208300941
2008-01-01 7.3390077964
2008-02-01 7.3777551387
2008-03-01 7.3595913231
2008-04-01 7.4668098146
2008-05-01 7.5541114539
2008-06-01 7.4923527673
2008-07-01 7.5570719378
2008-08-01 7.4530790109
2008-09-01 7.4858320846
2008-10-01 7.5745283127
2008-11-01 7.6255585998
2008-12-01 7.6955156803
2009-01-01 7.7394015885
2009-02-01 7.6628622870
2009-03-01 7.6576634942
2009-04-01 7.8285885615
2009-05-01 8.0404745104
2009-06-01 7.6438813788
2009-07-01 7.6405681781
2009-08-01 7.5077197712
2009-09-01 7.6636402825
2009-10-01 7.6568229210
2009-11-01 7.6819346406
2009-12-01 7.6886221786
2010-01-01 7.8205033559
2010-02-01 7.7605060736
2010-03-01 7.7649755725
2010-04-01 7.8558863918
2010-05-01 8.0799233337
2010-06-01 7.6804563771
2010-07-01 7.9364164184
2010-08-01 7.9879652268
2010-09-01 7.7323178022
2010-10-01 8.0145216308
2010-11-01 8.1178598780
2010-12-01 8.0799370898
2011-01-01 7.9163070280
2011-02-01 7.9496082271
2011-03-01 7.9451709441
2011-04-01 7.8992676894
2011-05-01 8.0365173137
2011-06-01 8.2911347957
2011-07-01 8.1346018166
2011-08-01 8.1053795550
2011-09-01 7.9865374900
2011-10-01 7.8955110250
2011-11-01 7.8913059580
2011-12-01 7.9897340442
2012-01-01 8.0310797699
2012-02-01 7.9417779931
2012-03-01 8.1222237247
2012-04-01 7.9439674819
2012-05-01 7.9030933349
2012-06-01 7.9753657375
2012-07-01 7.8948166356
2012-08-01 7.8716337910
2012-09-01 7.9500114311
2012-10-01 7.9592555102
2012-11-01 7.8647751282
2012-12-01 7.8047179436
2013-01-01 7.8138070625
2013-02-01 7.9336855751
2013-03-01 7.8225377501
2013-04-01 7.8779228447
2013-05-01 7.9633297543
2013-06-01 7.8886911721
2013-07-01 8.0121281020
2013-08-01 7.8746480282
2013-09-01 7.9233975088
2013-10-01 7.9241022376
2013-11-01 7.9311743981
2013-12-01 7.8010593293
2014-01-01 7.8150623913
2014-02-01 7.8283435858
2014-03-01 7.9099941916
2014-04-01 7.8890901934
2014-05-01 7.9230373384
2014-06-01 7.9130954925
2014-07-01 7.9114899250
2014-08-01 8.1223878487
2014-09-01 8.0980155507
2014-10-01 8.0770396369
2014-11-01 8.0943339322
2014-12-01 8.0743104642
2015-01-01 8.1329658875
2015-02-01 8.1031556239
2015-03-01 8.1018508529
2015-04-01 8.0691147726
2015-05-01 7.6782926291
2015-06-01 8.1650088436
2015-07-01 8.1668983407
2015-08-01 8.2584545262
2015-09-01 7.9896526120
2015-10-01 8.1401240506
2015-11-01 8.1624084248
2015-12-01 8.2421702243
2016-01-01 8.2315345477
2016-02-01 8.1962944295
2016-03-01 8.2170219325
2016-04-01 8.2537857090
2016-05-01 7.9022555566
2016-06-01 8.1662939051
2016-07-01 8.2993601166
2016-08-01 8.0401399207
2016-09-01 8.2749950538
2016-10-01 8.3071913898
2016-11-01 8.3407988758
2016-12-01 8.3149349296
2017-01-01 8.1983798499
2017-02-01 8.3045128468
2017-03-01 8.3476094618
2017-04-01 8.1539711080
2017-05-01 7.8196737310
2017-06-01 8.1561975247
2017-07-01 8.0958054250
2017-08-01 8.0260007876
2017-09-01 8.1720383272
2017-10-01 8.2013790788
2017-11-01 8.1508675688
2017-12-01 8.2233158753
2018-01-01 7.8388623634
2018-02-01 8.2332588608
2018-03-01 8.1964637611
2018-04-01 8.3522803346
2018-05-01 8.3106283743
2018-06-01 8.2412755441
2018-07-01 8.2186798772
2018-08-01 8.0986707749
2018-09-01 8.2651334833
2018-10-01 8.2940268448
2018-11-01 8.3395739282
2018-12-01 8.3550074025
2019-01-01 7.8876213287
2019-02-01 8.3586217241
2019-03-01 8.3314891287
2019-04-01 8.3642207229
2019-05-01 8.4138405272
2019-06-01 8.1925753139
2019-07-01 8.4586669421
2019-08-01 8.3620867037
2019-09-01 8.3519898437
2019-10-01 8.4091840652
2019-11-01 8.3476128909
2019-12-01 8.5115996212
2020-01-01 8.5600407047
2020-02-01 8.4875161303
2020-03-01 8.4503361977
2020-04-01 7.2540669355
2020-05-01 7.3514319853
2020-06-01 7.0976225661
2020-07-01 7.1957325787
2020-08-01 7.4918197933
2020-09-01 7.4880977746
2020-10-01 7.5225062076
2020-11-01 7.5358172568
2020-12-01 6.7286008070
2021-01-01 7.3194015910
2021-02-01 7.4728935726
2021-03-01 7.5889820233
2021-04-01 7.5431983009
2021-05-01 7.6798765713
2021-06-01 7.9528764398
2021-07-01 7.7628838262
2021-08-01 7.7546085189
2021-09-01 7.6794521614
2021-10-01 7.7503163922
2021-11-01 7.8484447082
2021-12-01 7.7668226049
2022-01-01 7.9725921595
2022-02-01 7.9524866398
2022-03-01 7.9487461919
2022-04-01 8.0173644621
2022-05-01 8.0272384481
2022-06-01 8.2404258788
2022-07-01 8.1961537768
2022-08-01 8.3696392328
2022-09-01 8.4628923030
2022-10-01 8.3594119014
2022-11-01 8.4552900664
2022-12-01 8.5072079229
2023-01-01 8.4981858468
2023-02-01 8.5144044186
2023-03-01 8.5846900703
2023-04-01 8.6758568680
2023-05-01 8.7873164528
2023-06-01 8.7588398737
2023-07-01 8.7358948698
2023-08-01 8.7800026734
2023-09-01 8.7741827065
2023-10-01 8.7909551917
2023-11-01 8.7852040881
2023-12-01 8.7306311323
2024-01-01 8.5122083279
2024-02-01 8.7867747901
2024-03-01 8.8343325335
2024-04-01 8.8681954500
2024-05-01 8.4423141598
2024-06-01 8.7300812920
2024-07-01 8.6884770195
2024-08-01 8.7627580235
2024-09-01 8.9174477164
2024-10-01 9.0292633168
2024-11-01 8.9205657660
2024-12-01 9.0331256984
2025-01-01 9.3387354141
2025-02-01 9.3419235892
2025-03-01 9.2767019493
2025-04-01 9.3485645598
2025-05-01 9.0919646823
2025-06-01 9.2719188000
2025-07-01 9.4402068501
2025-08-01 9.4053885778
2025-09-01 9.4462225452
2025-10-01 9.4416649674
2025-11-01 9.5190935741
2025-12-01 10.0235182987
2026-01-01 9.6834043358
2026-02-01 9.5201082015
2026-03-01 9.6321186740
2026-04-01 9.5490158323
2026-05-01 9.7309516200
2026-06-01 9.8237296200
2026-07-01 9.8503971082
2026-08-01 9.8306217244
2026-09-01 9.2939645620

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