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 2026-07-01
Last Updated 2026-08-21 7:42 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 31.6701275960077
1990-02-01 31.6600450503913
1990-03-01 31.7024775339784
1990-04-01 31.6089547109100
1990-05-01 31.6260000003381
1990-06-01 31.8005323705352
1990-07-01 31.7738050671941
1990-08-01 32.1230648341953
1990-09-01 32.1654116949170
1990-10-01 32.0868797410445
1990-11-01 32.2218554836239
1990-12-01 32.4529134458953
1991-01-01 31.7735913052654
1991-02-01 32.1558771446803
1991-03-01 32.1892128760422
1991-04-01 32.2945970104111
1991-05-01 32.4048970776179
1991-06-01 32.5147052013536
1991-07-01 32.8122263330444
1991-08-01 33.0458809421609
1991-09-01 32.7689554873549
1991-10-01 32.9809683330741
1991-11-01 33.1112223673263
1991-12-01 33.3562398494393
1992-01-01 33.8180807172446
1992-02-01 33.7308070801611
1992-03-01 33.8568310820596
1992-04-01 33.9631611859913
1992-05-01 33.9617078237987
1992-06-01 34.1540874876314
1992-07-01 34.3687060750563
1992-08-01 34.2903577394664
1992-09-01 34.5710724921707
1992-10-01 34.7703175231818
1992-11-01 34.7066701532784
1992-12-01 34.7424824989471
1993-01-01 34.5367608278269
1993-02-01 34.5814904691908
1993-03-01 34.5053124276203
1993-04-01 34.7316011834259
1993-05-01 34.9181426360326
1993-06-01 34.9926816313714
1993-07-01 34.9265443117308
1993-08-01 35.0360544093167
1993-09-01 35.4946165828737
1993-10-01 34.8830744415349
1993-11-01 34.7268926243566
1993-12-01 35.0297244398684
1994-01-01 35.2637137823226
1994-02-01 35.1015363421371
1994-03-01 35.3473370547548
1994-04-01 35.3091254541119
1994-05-01 35.2837793244529
1994-06-01 35.2298865451609
1994-07-01 35.1855200185349
1994-08-01 34.9603223996117
1994-09-01 35.5264844109842
1994-10-01 35.7980874867486
1994-11-01 35.9186873835012
1994-12-01 35.7956976993483
1995-01-01 35.9910363820326
1995-02-01 36.1140512964343
1995-03-01 36.1811609113504
1995-04-01 36.2878987616761
1995-05-01 36.4770454370488
1995-06-01 36.4904957200302
1995-07-01 36.5622307095308
1995-08-01 36.6174974403463
1995-09-01 37.0478080723944
1995-10-01 36.4981304501236
1995-11-01 36.3940941937976
1995-12-01 36.8540730232714
1996-01-01 36.4184264035948
1996-02-01 36.9366814233831
1996-03-01 37.0449151863431
1996-04-01 37.0783894954401
1996-05-01 37.1844235963345
1996-06-01 36.7409777280386
1996-07-01 37.1881592688498
1996-08-01 37.3443182863302
1996-09-01 37.2550149048396
1996-10-01 37.5036589942559
1996-11-01 37.5533017895047
1996-12-01 37.7009481590863
1997-01-01 37.9746258847028
1997-02-01 38.2943242988648
1997-03-01 38.4228732823703
1997-04-01 37.8719200520331
1997-05-01 37.7953552243028
1997-06-01 38.0126989977410
1997-07-01 38.0877766485291
1997-08-01 38.2657478753157
1997-09-01 38.4459039544706
1997-10-01 38.5844122776889
1997-11-01 38.8145554210831
1997-12-01 38.7462966768277
1998-01-01 38.7183239797957
1998-02-01 38.7945770123534
1998-03-01 38.7557964720246
1998-04-01 38.8777353182248
1998-05-01 38.6819976416657
1998-06-01 38.9587163528486
1998-07-01 38.9701061819535
1998-08-01 38.7522608132830
1998-09-01 38.8134181588734
1998-10-01 38.9923559342376
1998-11-01 39.1064478648057
1998-12-01 38.9065663745708
1999-01-01 38.4399724534337
1999-02-01 38.9442913834156
1999-03-01 39.0004817057811
1999-04-01 39.2007849535102
1999-05-01 39.2560007541353
1999-06-01 39.1536695064103
1999-07-01 39.3141828955652
1999-08-01 39.4300159275195
1999-09-01 39.5887906451694
1999-10-01 39.3843316932228
1999-11-01 39.7132648304100
1999-12-01 39.7816047552508
2000-01-01 40.3093830592624
2000-02-01 40.1091513086311
2000-03-01 40.4401130232860
2000-04-01 40.5256272459659
2000-05-01 40.7140311907438
2000-06-01 40.6466793670545
2000-07-01 40.6567496503048
2000-08-01 41.2011793036509
2000-09-01 41.3428600992134
2000-10-01 41.5886433144507
2000-11-01 41.5337916398937
2000-12-01 41.8604260911953
2001-01-01 41.6484467572451
2001-02-01 42.1853995165008
2001-03-01 41.9647032741893
2001-04-01 42.1561357376569
2001-05-01 42.2736472279561
2001-06-01 42.2014304648114
2001-07-01 42.0774044032132
2001-08-01 42.1363294311207
2001-09-01 42.2423472762113
2001-10-01 42.2135171744685
2001-11-01 42.3117190595556
2001-12-01 42.4992921355392
2002-01-01 42.3420189035103
2002-02-01 42.5455870785443
2002-03-01 42.5849666877622
2002-04-01 42.5901191726153
2002-05-01 42.8539081074710
2002-06-01 43.0182907029848
2002-07-01 43.0913275103698
2002-08-01 43.0560668766846
2002-09-01 43.1558278678464
2002-10-01 43.4605370976819
2002-11-01 43.4956538956924
2002-12-01 43.3699959184929
2003-01-01 43.3234289021422
2003-02-01 43.1785840206169
2003-03-01 43.3799714053629
2003-04-01 43.3069313094863
2003-05-01 43.0432022734502
2003-06-01 43.1113900589135
2003-07-01 43.5116277525399
2003-08-01 43.2763726859752
2003-09-01 42.4180391216400
2003-10-01 42.1277672350897
2003-11-01 42.2098522202454
2003-12-01 42.1804946689448
2004-01-01 42.3476686094474
2004-02-01 42.1824146784474
2004-03-01 42.2758781557843
2004-04-01 42.3946610184872
2004-05-01 42.1377675182538
2004-06-01 42.7293588901534
2004-07-01 43.3576490995865
2004-08-01 43.1202841414097
2004-09-01 42.5677503508658
2004-10-01 42.6851069181237
2004-11-01 42.6866772391707
2004-12-01 42.9748804515016
2005-01-01 43.2003389735479
2005-02-01 43.3592342683296
2005-03-01 43.3532508530370
2005-04-01 43.3455547538099
2005-05-01 43.0964362626202
2005-06-01 43.7014001666225
2005-07-01 44.2461408860797
2005-08-01 44.1164130420207
2005-09-01 44.0332976310961
2005-10-01 44.0035578831121
2005-11-01 44.0440469830799
2005-12-01 44.0391849821025
2006-01-01 44.1578977763682
2006-02-01 44.3061858018967
2006-03-01 44.5451435722012
2006-04-01 44.4719859743006
2006-05-01 44.5458953936899
2006-06-01 44.6151260906942
2006-07-01 44.4543755105793
2006-08-01 44.7623647878299
2006-09-01 44.6903302763641
2006-10-01 44.7037051748156
2006-11-01 44.8626368495899
2006-12-01 45.0664862759940
2007-01-01 45.1164724474400
2007-02-01 45.2576872637008
2007-03-01 45.2536703567171
2007-04-01 45.3000527306835
2007-05-01 45.6028934558984
2007-06-01 45.4581036816447
2007-07-01 45.1883187655296
2007-08-01 45.4437129893092
2007-09-01 45.6386540402839
2007-10-01 45.7722093317466
2007-11-01 45.8350149082344
2007-12-01 45.7545516664257
2008-01-01 45.9813749651576
2008-02-01 46.0213572728241
2008-03-01 46.0717291746810
2008-04-01 46.3380399674008
2008-05-01 46.4887149109643
2008-06-01 46.5226718186949
2008-07-01 46.8398542841418
2008-08-01 46.8582736646451
2008-09-01 46.8426121679912
2008-10-01 47.1286598998170
2008-11-01 47.0713265611019
2008-12-01 47.2152426938044
2009-01-01 47.3557301864820
2009-02-01 47.5108116305603
2009-03-01 47.5813108035851
2009-04-01 47.8042321205950
2009-05-01 48.1836158941743
2009-06-01 47.7937289269351
2009-07-01 47.8846179728205
2009-08-01 47.7589215608415
2009-09-01 47.8216618404023
2009-10-01 47.8741085857750
2009-11-01 48.0067679021260
2009-12-01 48.1690127015152
2010-01-01 48.2392098433747
2010-02-01 48.1092646228905
2010-03-01 48.0799638159872
2010-04-01 48.4160719181176
2010-05-01 48.6097617918885
2010-06-01 47.9482469146185
2010-07-01 48.5222308212065
2010-08-01 48.8450987154562
2010-09-01 48.5726247991082
2010-10-01 49.0137373077943
2010-11-01 49.2384766113293
2010-12-01 49.2365466640556
2011-01-01 49.2253370241710
2011-02-01 49.4219063083674
2011-03-01 49.3463793145876
2011-04-01 49.5488245849967
2011-05-01 49.6396380666670
2011-06-01 49.8261638578088
2011-07-01 49.6749561006754
2011-08-01 49.7921674706248
2011-09-01 49.9110875330287
2011-10-01 49.8575965280315
2011-11-01 49.9808581966512
2011-12-01 50.1240674502728
2012-01-01 50.0176424140099
2012-02-01 50.0286134700553
2012-03-01 50.3115182013140
2012-04-01 50.1909712078551
2012-05-01 50.2859646339431
2012-06-01 50.3693431951248
2012-07-01 50.4201583214260
2012-08-01 50.3125691376398
2012-09-01 50.5519137563334
2012-10-01 50.6066452965124
2012-11-01 50.5339187853912
2012-12-01 50.6258554358843
2013-01-01 50.7057443860201
2013-02-01 51.2371682726297
2013-03-01 51.0812329101192
2013-04-01 51.1138619391148
2013-05-01 51.3435753367181
2013-06-01 51.3196076389802
2013-07-01 51.6491508003789
2013-08-01 51.7397781416790
2013-09-01 51.9034834919953
2013-10-01 52.1449378996360
2013-11-01 52.1820079828867
2013-12-01 52.1234084794635
2014-01-01 52.4237214807364
2014-02-01 52.3267973255129
2014-03-01 52.6690628276019
2014-04-01 52.5075999191166
2014-05-01 52.7172554539043
2014-06-01 52.5583219834473
2014-07-01 52.7618907121404
2014-08-01 53.0600351023891
2014-09-01 53.0701144441418
2014-10-01 53.0977992759557
2014-11-01 53.2450954711773
2014-12-01 53.3109542137792
2015-01-01 53.5335423079652
2015-02-01 53.8174741655720
2015-03-01 53.6897005734021
2015-04-01 53.7824831425328
2015-05-01 53.5965786439288
2015-06-01 54.0845426967717
2015-07-01 54.0802578124353
2015-08-01 54.2671144257533
2015-09-01 53.9421104760782
2015-10-01 54.3553476053028
2015-11-01 54.5074802316442
2015-12-01 54.6823008500174
2016-01-01 54.7659526589213
2016-02-01 54.8979717391574
2016-03-01 55.0340368339527
2016-04-01 55.1633535321672
2016-05-01 55.0723897883376
2016-06-01 55.0772442767064
2016-07-01 55.4017342017410
2016-08-01 55.2466157598480
2016-09-01 55.5117353358474
2016-10-01 55.6180701236789
2016-11-01 55.7776010144890
2016-12-01 55.7507454808248
2017-01-01 55.6868271547484
2017-02-01 55.8958918238264
2017-03-01 55.8943635841837
2017-04-01 56.0707613124933
2017-05-01 56.0381240072178
2017-06-01 56.4685883039835
2017-07-01 56.6125662922621
2017-08-01 56.7098209362508
2017-09-01 56.9764378165172
2017-10-01 57.1760864381809
2017-11-01 57.2450001050223
2017-12-01 57.5381099474177
2018-01-01 57.3144584691182
2018-02-01 57.9009371907360
2018-03-01 58.1438043244193
2018-04-01 58.4973770928285
2018-05-01 58.5909129699732
2018-06-01 58.5557143365879
2018-07-01 58.4206242964292
2018-08-01 58.4415002633442
2018-09-01 58.6477194879147
2018-10-01 58.7467631208780
2018-11-01 58.8171489929317
2018-12-01 59.1758784273898
2019-01-01 59.0946264420231
2019-02-01 59.5344568252056
2019-03-01 59.6989285112511
2019-04-01 59.7420017699135
2019-05-01 60.3176836814501
2019-06-01 59.9175336924231
2019-07-01 60.2344637453707
2019-08-01 60.4499709461116
2019-09-01 60.5172336068364
2019-10-01 60.7460237861713
2019-11-01 60.8965163304520
2019-12-01 61.0382405090750
2020-01-01 61.4579955475176
2020-02-01 61.2749844315919
2020-03-01 61.2248248050760
2020-04-01 54.6264691314279
2020-05-01 56.6286047363283
2020-06-01 57.6129953561082
2020-07-01 58.0876724037139
2020-08-01 58.7199555743968
2020-09-01 59.0278219618248
2020-10-01 59.5198052873537
2020-11-01 59.6421660038739
2020-12-01 58.9261144824800
2021-01-01 59.8430332880472
2021-02-01 60.1232795341104
2021-03-01 60.5340084973850
2021-04-01 60.6404880278411
2021-05-01 60.7435946891843
2021-06-01 60.8849168090064
2021-07-01 61.0038107696934
2021-08-01 61.0679800907216
2021-09-01 60.6227577207988
2021-10-01 61.2698878437393
2021-11-01 61.6609555815001
2021-12-01 61.6780114752208
2022-01-01 62.3760692753055
2022-02-01 62.5372003247004
2022-03-01 62.7987838845375
2022-04-01 63.3607686529559
2022-05-01 63.9662652926711
2022-06-01 63.9667566908292
2022-07-01 64.2082333513153
2022-08-01 64.6615384215382
2022-09-01 65.0141711112240
2022-10-01 65.2101973765946
2022-11-01 65.5710527167435
2022-12-01 66.0028000187098
2023-01-01 66.3907963792936
2023-02-01 66.7287206222546
2023-03-01 67.1651888750090
2023-04-01 67.4465596862487
2023-05-01 67.9858489106605
2023-06-01 68.4032670017829
2023-07-01 68.6368664942824
2023-08-01 68.9851077383339
2023-09-01 69.4111771731201
2023-10-01 69.7462612071728
2023-11-01 69.8828843634121
2023-12-01 70.2844437858869
2024-01-01 70.3037272953474
2024-02-01 70.6049404454651
2024-03-01 71.0276388681324
2024-04-01 71.0304908221800
2024-05-01 71.0051581531860
2024-06-01 71.6773511914046
2024-07-01 71.6432974404536
2024-08-01 71.8084221973344
2024-09-01 72.0266641582417
2024-10-01 72.2832042715352
2024-11-01 72.4969543370850
2024-12-01 72.5448075622093
2025-01-01 73.5166201266662
2025-02-01 73.5813734680786
2025-03-01 73.7139095805613
2025-04-01 73.8125015017615
2025-05-01 73.8335647969072
2025-06-01 74.2634214616759
2025-07-01 74.8624626785244
2025-08-01 74.9325022443750
2025-09-01 74.9313844322704
2025-10-01 74.9880328920484
2025-11-01 75.2868108518716
2025-12-01 75.9021165632970
2026-01-01 75.7573061023436
2026-02-01 75.0663577878883
2026-03-01 75.4038720345687
2026-04-01 75.8006513737561
2026-05-01 75.8609360742559
2026-06-01 75.7401903025667
2026-07-01 76.0534060594588

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