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

Title All Employees: Education and Health Services: Private Education and Health Services in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-06-01
Last Updated 2026-07-22 9:46 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 31.6701275905336
1990-02-01 31.6600450503784
1990-03-01 31.7024775341938
1990-04-01 31.6089547112603
1990-05-01 31.6260000011829
1990-06-01 31.8005323723847
1990-07-01 31.7738050705266
1990-08-01 32.1230648396874
1990-09-01 32.1654116976797
1990-10-01 32.0868797446285
1990-11-01 32.2218554798653
1990-12-01 32.4529134392740
1991-01-01 31.7735912967945
1991-02-01 32.1558771417542
1991-03-01 32.1892128748982
1991-04-01 32.2945970108150
1991-05-01 32.4048970794386
1991-06-01 32.5147052051058
1991-07-01 32.8122263401305
1991-08-01 33.0458809527249
1991-09-01 32.7689554947040
1991-10-01 32.9809683388977
1991-11-01 33.1112223592496
1991-12-01 33.3562398343189
1992-01-01 33.8180806981528
1992-02-01 33.7308070703249
1992-03-01 33.8568310805115
1992-04-01 33.9631611906749
1992-05-01 33.9617078310924
1992-06-01 34.1540874960899
1992-07-01 34.3687060901032
1992-08-01 34.2903577597671
1992-09-01 34.5710725056475
1992-10-01 34.7703175376521
1992-11-01 34.7066701417552
1992-12-01 34.7424824817863
1993-01-01 34.5367607248530
1993-02-01 34.5814904811102
1993-03-01 34.5053124406075
1993-04-01 34.7316011951489
1993-05-01 34.9181426466969
1993-06-01 34.9926816583691
1993-07-01 34.9265443325895
1993-08-01 35.0360544367522
1993-09-01 35.4946166047789
1993-10-01 34.8830744670995
1993-11-01 34.7268926081056
1993-12-01 35.0297244095065
1994-01-01 35.2637135767003
1994-02-01 35.1015363930759
1994-03-01 35.3473370853348
1994-04-01 35.3091254567818
1994-05-01 35.2837793624802
1994-06-01 35.2298865838475
1994-07-01 35.1855200432215
1994-08-01 34.9603224356777
1994-09-01 35.5264844476213
1994-10-01 35.7980875285511
1994-11-01 35.9186873634126
1994-12-01 35.7956976523381
1995-01-01 35.9910360581991
1995-02-01 36.1140513776739
1995-03-01 36.1811609592352
1995-04-01 36.2878987696489
1995-05-01 36.4770454409857
1995-06-01 36.4904957955758
1995-07-01 36.5622307679338
1995-08-01 36.6174975121972
1995-09-01 37.0478081444806
1995-10-01 36.4981305157241
1995-11-01 36.3940942364641
1995-12-01 36.8540729433173
1996-01-01 36.4184258533821
1996-02-01 36.9366814884594
1996-03-01 37.0449152162419
1996-04-01 37.0783895026088
1996-05-01 37.1844235896736
1996-06-01 36.7409778548652
1996-07-01 37.1881594108592
1996-08-01 37.3443184758113
1996-09-01 37.2550151099334
1996-10-01 37.5036589583605
1996-11-01 37.5533020041312
1996-12-01 37.7009481191409
1997-01-01 37.9746247728760
1997-02-01 38.2943242961987
1997-03-01 38.4228732863436
1997-04-01 37.8719200851907
1997-05-01 37.7953551760723
1997-06-01 38.0126991517568
1997-07-01 38.0877771953680
1997-08-01 38.2657481642621
1997-09-01 38.4459042972291
1997-10-01 38.5844121242610
1997-11-01 38.8145559000492
1997-12-01 38.7462968970991
1998-01-01 38.7183218944444
1998-02-01 38.7945763521760
1998-03-01 38.7557966516638
1998-04-01 38.8777354426346
1998-05-01 38.6819976344258
1998-06-01 38.9587166492237
1998-07-01 38.9701074503952
1998-08-01 38.7522615109628
1998-09-01 38.8134188217589
1998-10-01 38.9923556122369
1998-11-01 39.1064482395639
1998-12-01 38.9065664373090
1999-01-01 38.4399692810038
1999-02-01 38.9442898181058
1999-03-01 39.0004820202321
1999-04-01 39.2007852622757
1999-05-01 39.2560008522959
1999-06-01 39.1536702136720
1999-07-01 39.3141853952218
1999-08-01 39.4300176059403
1999-09-01 39.5887919368137
1999-10-01 39.3843312376494
1999-11-01 39.7132643900404
1999-12-01 39.7816037068212
2000-01-01 40.3093783750844
2000-02-01 40.1091486939021
2000-03-01 40.4401131318549
2000-04-01 40.5256277824407
2000-05-01 40.7140321074599
2000-06-01 40.6466825553752
2000-07-01 40.6567486203359
2000-08-01 41.2011854123504
2000-09-01 41.3428683179129
2000-10-01 41.5886380354523
2000-11-01 41.5337880142597
2000-12-01 41.8604231283798
2001-01-01 41.6484408751379
2001-02-01 42.1853959381406
2001-03-01 41.9647032430598
2001-04-01 42.1561370651020
2001-05-01 42.2736490633439
2001-06-01 42.2014365211124
2001-07-01 42.0773992450697
2001-08-01 42.1363410968068
2001-09-01 42.2423625486406
2001-10-01 42.2135068927249
2001-11-01 42.3117117049073
2001-12-01 42.4992868473590
2002-01-01 42.3420120589728
2002-02-01 42.5455827952165
2002-03-01 42.5849667018603
2002-04-01 42.5901214262518
2002-05-01 42.8539109410942
2002-06-01 43.0182996862283
2002-07-01 43.0913172418361
2002-08-01 43.0560840373445
2002-09-01 43.1558503026719
2002-10-01 43.4605214732250
2002-11-01 43.4956427962569
2002-12-01 43.3699884874118
2003-01-01 43.3234218963149
2003-02-01 43.1785796824639
2003-03-01 43.3799716772140
2003-04-01 43.3069345248508
2003-05-01 43.0432054643247
2003-06-01 43.1113996727430
2003-07-01 43.5116168569422
2003-08-01 43.2763913529234
2003-09-01 42.4180612856128
2003-10-01 42.1277519593031
2003-11-01 42.2098405727075
2003-12-01 42.1804863831972
2004-01-01 42.3476622482146
2004-02-01 42.1824111213782
2004-03-01 42.2758784225061
2004-04-01 42.3946643274965
2004-05-01 42.1377708368246
2004-06-01 42.7293682487238
2004-07-01 43.3576373433616
2004-08-01 43.1203020068396
2004-09-01 42.5677721472619
2004-10-01 42.6850914773518
2004-11-01 42.6866659914620
2004-12-01 42.9748727701768
2005-01-01 43.2003337842111
2005-02-01 43.3592315706858
2005-03-01 43.3532513778848
2005-04-01 43.3455579879780
2005-05-01 43.0964390095219
2005-06-01 43.7014070756908
2005-07-01 44.2461330491980
2005-08-01 44.1164265940112
2005-09-01 44.0333127919896
2005-10-01 44.0035470139260
2005-11-01 44.0440386579726
2005-12-01 44.0391790920435
2006-01-01 44.1578938307038
2006-02-01 44.3061838893150
2006-03-01 44.5451442208869
2006-04-01 44.4719884046597
2006-05-01 44.5458973781283
2006-06-01 44.6151301222488
2006-07-01 44.4543721185090
2006-08-01 44.7623726117304
2006-09-01 44.6903381621115
2006-10-01 44.7036994885901
2006-11-01 44.8626321102810
2006-12-01 45.0664826526473
2007-01-01 45.1164699868682
2007-02-01 45.2576861169697
2007-03-01 45.2536710200221
2007-04-01 45.3000537176541
2007-05-01 45.6028946465355
2007-06-01 45.4581049490297
2007-07-01 45.1883201496010
2007-08-01 45.4437152210618
2007-09-01 45.6386547682485
2007-10-01 45.7722089866917
2007-11-01 45.8350135777537
2007-12-01 45.7545498725357
2008-01-01 45.9813736696908
2008-02-01 46.0213567857587
2008-03-01 46.0717292749360
2008-04-01 46.3380392451438
2008-05-01 46.4887156742167
2008-06-01 46.5226729462672
2008-07-01 46.8398553847331
2008-08-01 46.8582737792372
2008-09-01 46.8426125624240
2008-10-01 47.1286599867664
2008-11-01 47.0713263881901
2008-12-01 47.2152424965941
2009-01-01 47.3557297573730
2009-02-01 47.5108113596356
2009-03-01 47.5813099527389
2009-04-01 47.8042304136750
2009-05-01 48.1836162951245
2009-06-01 47.7937304925351
2009-07-01 47.8846185693405
2009-08-01 47.7589212764343
2009-09-01 47.8216623413400
2009-10-01 47.8741090768701
2009-11-01 48.0067684520619
2009-12-01 48.1690135123737
2010-01-01 48.2392098054773
2010-02-01 48.1092630587067
2010-03-01 48.0799619399997
2010-04-01 48.4160698732871
2010-05-01 48.6097618565906
2010-06-01 47.9482492100174
2010-07-01 48.5222311969849
2010-08-01 48.8450987291558
2010-09-01 48.5726258521306
2010-10-01 49.0137386012384
2010-11-01 49.2384777828077
2010-12-01 49.2365480303735
2011-01-01 49.2253370769675
2011-02-01 49.4219034711402
2011-03-01 49.3463739585400
2011-04-01 49.5488229851248
2011-05-01 49.6396385602156
2011-06-01 49.8261665831606
2011-07-01 49.6749565183221
2011-08-01 49.7921683057879
2011-09-01 49.9110897074023
2011-10-01 49.8575986632338
2011-11-01 49.9808602049256
2011-12-01 50.1240700426732
2012-01-01 50.0176441733308
2012-02-01 50.0286029361455
2012-03-01 50.3115114834363
2012-04-01 50.1909713326176
2012-05-01 50.2859652228171
2012-06-01 50.3693462395498
2012-07-01 50.4201593354252
2012-08-01 50.3125705913227
2012-09-01 50.5519177722486
2012-10-01 50.6066478774100
2012-11-01 50.5339213455282
2012-12-01 50.6258589653915
2013-01-01 50.7057475619511
2013-02-01 51.2371506218757
2013-03-01 51.0812246488773
2013-04-01 51.1138640071234
2013-05-01 51.3435764072829
2013-06-01 51.3196106028469
2013-07-01 51.6491525883248
2013-08-01 51.7397801594954
2013-09-01 51.9034888250905
2013-10-01 52.1449399493019
2013-11-01 52.1820106025469
2013-12-01 52.1234129530036
2014-01-01 52.4237267665954
2014-02-01 52.3267734385828
2014-03-01 52.6690576780128
2014-04-01 52.5076038488098
2014-05-01 52.7172556750243
2014-06-01 52.5583230859742
2014-07-01 52.7618914540851
2014-08-01 53.0600362500738
2014-09-01 53.0701205099110
2014-10-01 53.0978007931681
2014-11-01 53.2450973506455
2014-12-01 53.3109580127304
2015-01-01 53.5335515290055
2015-02-01 53.8174513820064
2015-03-01 53.6896979730022
2015-04-01 53.7824887430731
2015-05-01 53.5965788247010
2015-06-01 54.0845418723005
2015-07-01 54.0802565662036
2015-08-01 54.2671132370348
2015-09-01 53.9421135727450
2015-10-01 54.3553453738659
2015-11-01 54.5074767623077
2015-12-01 54.6823038089187
2016-01-01 54.7659700746577
2016-02-01 54.8979504830795
2016-03-01 55.0340400427476
2016-04-01 55.1633683435667
2016-05-01 55.0724327718631
2016-06-01 55.0771779830863
2016-07-01 55.4017503462075
2016-08-01 55.2466153406493
2016-09-01 55.5117269438870
2016-10-01 55.6180555078871
2016-11-01 55.7775875949426
2016-12-01 55.7507393453351
2017-01-01 55.6868757746423
2017-02-01 55.8958728843476
2017-03-01 55.8943633699884
2017-04-01 56.0707534877457
2017-05-01 56.0382856114520
2017-06-01 56.4684499406266
2017-07-01 56.6125943744680
2017-08-01 56.7098250205318
2017-09-01 56.9764363219271
2017-10-01 57.1759440652698
2017-11-01 57.2450123697422
2017-12-01 57.5381116615351
2018-01-01 57.3145422303172
2018-02-01 57.9009133436433
2018-03-01 58.1438036633836
2018-04-01 58.4973577860621
2018-05-01 58.5912246638138
2018-06-01 58.5555152887888
2018-07-01 58.4206778822157
2018-08-01 58.4415320665498
2018-09-01 58.6476627838628
2018-10-01 58.7464778853763
2018-11-01 58.8171260147245
2018-12-01 59.1760174470454
2019-01-01 59.0946447313814
2019-02-01 59.5343636576964
2019-03-01 59.6988947220558
2019-04-01 59.7419505719052
2019-05-01 60.3184376950726
2019-06-01 59.9173201299688
2019-07-01 60.2344940707942
2019-08-01 60.4499816147340
2019-09-01 60.5170906185022
2019-10-01 60.7455858069403
2019-11-01 60.8964691199195
2019-12-01 61.0385157571447
2020-01-01 61.4577647609461
2020-02-01 61.2746339004809
2020-03-01 61.2246861983821
2020-04-01 54.6265396009166
2020-05-01 56.6299219443506
2020-06-01 57.6130614818877
2020-07-01 58.0878082627563
2020-08-01 58.7198396747282
2020-09-01 59.0273767115347
2020-10-01 59.5192218072611
2020-11-01 59.6419347613182
2020-12-01 58.9263870195232
2021-01-01 59.8425295108776
2021-02-01 60.1226879735320
2021-03-01 60.5335860199149
2021-04-01 60.6402799835900
2021-05-01 60.7478162087481
2021-06-01 60.8847915272679
2021-07-01 61.0035707768779
2021-08-01 61.0674589427689
2021-09-01 60.6217865164829
2021-10-01 61.2686099934550
2021-11-01 61.6598135777642
2021-12-01 61.6799668620921
2022-01-01 62.3751208608463
2022-02-01 62.5363331580133
2022-03-01 62.7980604536587
2022-04-01 63.3594501314754
2022-05-01 63.9764341625177
2022-06-01 63.9636924031593
2022-07-01 64.2097063840806
2022-08-01 64.6588706034712
2022-09-01 65.0116349875348
2022-10-01 65.2077886936623
2022-11-01 65.5687274470099
2022-12-01 66.0076206320729
2023-01-01 66.3893595751689
2023-02-01 66.7286322179214
2023-03-01 67.1646819594657
2023-04-01 67.4456223567066
2023-05-01 68.0062163022921
2023-06-01 68.3879215592732
2023-07-01 68.6408773959926
2023-08-01 68.9807176270326
2023-09-01 69.4063181229671
2023-10-01 69.7417421203254
2023-11-01 69.8797426630198
2023-12-01 70.2936188872160
2024-01-01 70.3029966799953
2024-02-01 70.6069801851550
2024-03-01 71.0285146984062
2024-04-01 71.0305276275311
2024-05-01 71.0325096379089
2024-06-01 71.6479843760141
2024-07-01 71.6519725139834
2024-08-01 71.8019397663584
2024-09-01 72.0190042304423
2024-10-01 72.2765196330258
2024-11-01 72.4935457678377
2024-12-01 72.5572217538874
2025-01-01 73.5172187736764
2025-02-01 73.5864431296517
2025-03-01 73.7165947787548
2025-04-01 73.8144171907475
2025-05-01 73.8666405226925
2025-06-01 74.2183383734964
2025-07-01 74.8757748337558
2025-08-01 74.9252966486039
2025-09-01 74.9213082118447
2025-10-01 74.9788753551395
2025-11-01 75.2831083342316
2025-12-01 75.9182390811625
2026-01-01 75.7595024942255
2026-02-01 75.0737910495902
2026-03-01 75.4081289534171
2026-04-01 75.8028705050025
2026-05-01 75.8948345839329
2026-06-01 75.6854996370129

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