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 2026-04-01
Last Updated 2026-05-26 3:03 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 31.6701275988689
1990-02-01 31.6600450503980
1990-03-01 31.7024775338659
1990-04-01 31.6089547107270
1990-05-01 31.6259999998966
1990-06-01 31.8005323695685
1990-07-01 31.7738050654522
1990-08-01 32.1230648313248
1990-09-01 32.1654116934731
1990-10-01 32.0868797391711
1990-11-01 32.2218554855884
1990-12-01 32.4529134493560
1991-01-01 31.7735913096929
1991-02-01 32.1558771462097
1991-03-01 32.1892128766401
1991-04-01 32.2945970102000
1991-05-01 32.4048970766662
1991-06-01 32.5147051993924
1991-07-01 32.8122263293406
1991-08-01 33.0458809366394
1991-09-01 32.7689554835139
1991-10-01 32.9809683300303
1991-11-01 33.1112223715477
1991-12-01 33.3562398573423
1992-01-01 33.8180807272232
1992-02-01 33.7308070853022
1992-03-01 33.8568310828687
1992-04-01 33.9631611835432
1992-05-01 33.9617078199865
1992-06-01 34.1540874832104
1992-07-01 34.3687060671918
1992-08-01 34.2903577288559
1992-09-01 34.5710724851271
1992-10-01 34.7703175156189
1992-11-01 34.7066701593012
1992-12-01 34.7424825079168
1993-01-01 34.5367608816476
1993-02-01 34.5814904629606
1993-03-01 34.5053124208319
1993-04-01 34.7316011772986
1993-05-01 34.9181426304589
1993-06-01 34.9926816172608
1993-07-01 34.9265443008290
1993-08-01 35.0360543949772
1993-09-01 35.4946165714247
1993-10-01 34.8830744281729
1993-11-01 34.7268926328501
1993-12-01 35.0297244557386
1994-01-01 35.2637138897951
1994-02-01 35.1015363155117
1994-03-01 35.3473370387710
1994-04-01 35.3091254527170
1994-05-01 35.2837793045776
1994-06-01 35.2298865249411
1994-07-01 35.1855200056325
1994-08-01 34.9603223807612
1994-09-01 35.5264843918340
1994-10-01 35.7980874648979
1994-11-01 35.9186873939995
1994-12-01 35.7956977239214
1995-01-01 35.9910365512928
1995-02-01 36.1140512539729
1995-03-01 36.1811608863230
1995-04-01 36.2878987575101
1995-05-01 36.4770454349930
1995-06-01 36.4904956805434
1995-07-01 36.5622306790013
1995-08-01 36.6174974027872
1995-09-01 37.0478080347117
1995-10-01 36.4981304158370
1995-11-01 36.3940941714881
1995-12-01 36.8540730650742
1996-01-01 36.4184266912045
1996-02-01 36.9366813893659
1996-03-01 37.0449151707093
1996-04-01 37.0783894916883
1996-05-01 37.1844235998159
1996-06-01 36.7409776617455
1996-07-01 37.1881591946117
1996-08-01 37.3443181872766
1996-09-01 37.2550147976201
1996-10-01 37.5036590130408
1996-11-01 37.5533016773147
1996-12-01 37.7009481799985
1997-01-01 37.9746264659143
1997-02-01 38.2943243002418
1997-03-01 38.4228732802605
1997-04-01 37.8719200346740
1997-05-01 37.7953552495040
1997-06-01 38.0126989172367
1997-07-01 38.0877763626755
1997-08-01 38.2657477242458
1997-09-01 38.4459037753026
1997-10-01 38.5844123579350
1997-11-01 38.8145551707107
1997-12-01 38.7462965617352
1998-01-01 38.7183250704300
1998-02-01 38.7945773569091
1998-03-01 38.7557963780597
1998-04-01 38.8777352530938
1998-05-01 38.6819976453114
1998-06-01 38.9587161978330
1998-07-01 38.9701055189671
1998-08-01 38.7522604487233
1998-09-01 38.8134178125815
1998-10-01 38.9923561027638
1998-11-01 39.1064476689394
1998-12-01 38.9065663417775
1999-01-01 38.4399741127319
1999-02-01 38.9442922004879
1999-03-01 39.0004815411738
1999-04-01 39.2007847917748
1999-05-01 39.2560007023441
1999-06-01 39.1536691364102
1999-07-01 39.3141815891935
1999-08-01 39.4300150508355
1999-09-01 39.5887899708570
1999-10-01 39.3843319319960
1999-11-01 39.7132650606623
1999-12-01 39.7816053030370
2000-01-01 40.3093855090542
2000-02-01 40.1091526735307
2000-03-01 40.4401129658863
2000-04-01 40.5256269645256
2000-05-01 40.7140307108238
2000-06-01 40.6466776995676
2000-07-01 40.6567501889534
2000-08-01 41.2011761101669
2000-09-01 41.3428558104516
2000-10-01 41.5886460731680
2000-11-01 41.5337935342731
2000-12-01 41.8604276391365
2001-01-01 41.6484498328187
2001-02-01 42.1854013844509
2001-03-01 41.9647032892041
2001-04-01 42.1561350421117
2001-05-01 42.2736462676066
2001-06-01 42.2014272975996
2001-07-01 42.0774070998516
2001-08-01 42.1363233319892
2001-09-01 42.2423393072871
2001-10-01 42.2135225468787
2001-11-01 42.3117229021514
2001-12-01 42.4992948982204
2002-01-01 42.3420224815058
2002-02-01 42.5455893143487
2002-03-01 42.5849666785982
2002-04-01 42.5901179924641
2002-05-01 42.8539066253589
2002-06-01 43.0182860053677
2002-07-01 43.0913328783537
2002-08-01 43.0560579041340
2002-09-01 43.1558161620057
2002-10-01 43.4605452612068
2002-11-01 43.4956596946402
2002-12-01 43.3699998005488
2003-01-01 43.3234325632458
2003-02-01 43.1785862849355
2003-03-01 43.3799712611394
2003-04-01 43.3069296266870
2003-05-01 43.0432006047283
2003-06-01 43.1113850318199
2003-07-01 43.5116334484995
2003-08-01 43.2763629264429
2003-09-01 42.4180275574478
2003-10-01 42.1277752166425
2003-11-01 42.2098583056555
2003-12-01 42.1804989974735
2004-01-01 42.3476719327967
2004-02-01 42.1824165350969
2004-03-01 42.2758780144622
2004-04-01 42.3946592870013
2004-05-01 42.1377657831483
2004-06-01 42.7293539960891
2004-07-01 43.3576552443205
2004-08-01 43.1202747992977
2004-09-01 42.5677389780100
2004-10-01 42.6851149864189
2004-11-01 42.6866831176871
2004-12-01 42.9748844680682
2005-01-01 43.2003416873209
2005-02-01 43.3592356764448
2005-03-01 43.3532505734491
2005-04-01 43.3455530566868
2005-05-01 43.0964348221339
2005-06-01 43.7013965510352
2005-07-01 44.2461449817927
2005-08-01 44.1164059564382
2005-09-01 44.0332897230298
2005-10-01 44.0035635686694
2005-11-01 44.0440513422405
2005-12-01 44.0391880727247
2006-01-01 44.1578998464538
2006-02-01 44.3061867943787
2006-03-01 44.5451432127084
2006-04-01 44.4719846822992
2006-05-01 44.5458943423240
2006-06-01 44.6151239819024
2006-07-01 44.4543772903552
2006-08-01 44.7623607023317
2006-09-01 44.6903261646744
2006-10-01 44.7037081629079
2006-11-01 44.8626393556740
2006-12-01 45.0664881944957
2007-01-01 45.1164737475502
2007-02-01 45.2576878630071
2007-03-01 45.2536700069495
2007-04-01 45.3000520151157
2007-05-01 45.6028928547248
2007-06-01 45.4581030720577
2007-07-01 45.1883180749215
2007-08-01 45.4437118030077
2007-09-01 45.6386537042057
2007-10-01 45.7722095479483
2007-11-01 45.8350156617275
2007-12-01 45.7545526369448
2008-01-01 45.9813756371383
2008-02-01 46.0213575020277
2008-03-01 46.0717290988571
2008-04-01 46.3380399219185
2008-05-01 46.4887145546800
2008-06-01 46.5226716452398
2008-07-01 46.8398538071503
2008-08-01 46.8582735633182
2008-09-01 46.8426119426378
2008-10-01 47.1286596754726
2008-11-01 47.0713263904803
2008-12-01 47.2152426899411
2009-01-01 47.3557305200443
2009-02-01 47.5108122757328
2009-03-01 47.5813117270591
2009-04-01 47.8042326177097
2009-05-01 48.1836154686326
2009-06-01 47.7937283318419
2009-07-01 47.8846173866918
2009-08-01 47.7589216403223
2009-09-01 47.8216617163640
2009-10-01 47.8741081426393
2009-11-01 48.0067668764886
2009-12-01 48.1690117763149
2010-01-01 48.2392100469575
2010-02-01 48.1092666358332
2010-03-01 48.0799666280751
2010-04-01 48.4160732674817
2010-05-01 48.6097607566184
2010-06-01 47.9482446829819
2010-07-01 48.5222292697621
2010-08-01 48.8450989371413
2010-09-01 48.5726251948726
2010-10-01 49.0137372379659
2010-11-01 49.2384756217071
2010-12-01 49.2365428723146
2011-01-01 49.2253360566139
2011-02-01 49.4219060337671
2011-03-01 49.3463951323500
2011-04-01 49.5488255171601
2011-05-01 49.6396387648117
2011-06-01 49.8261463500843
2011-07-01 49.6749570437557
2011-08-01 49.7921696545972
2011-09-01 49.9110898249422
2011-10-01 49.8575979297824
2011-11-01 49.9808584616727
2011-12-01 50.1240620706272
2012-01-01 50.0176428067395
2012-02-01 50.0286003764581
2012-03-01 50.3115485687851
2012-04-01 50.1909693680907
2012-05-01 50.2859720186815
2012-06-01 50.3693068265097
2012-07-01 50.4201608458042
2012-08-01 50.3125742480720
2012-09-01 50.5519326785383
2012-10-01 50.6066510142304
2012-11-01 50.5339195379580
2012-12-01 50.6258428192022
2013-01-01 50.7057371391321
2013-02-01 51.2371327656892
2013-03-01 51.0812739773724
2013-04-01 51.1138574656926
2013-05-01 51.3435918059416
2013-06-01 51.3195547067723
2013-07-01 51.6491620084664
2013-08-01 51.7397987537508
2013-09-01 51.9035402223307
2013-10-01 52.1449665490341
2013-11-01 52.1820114913702
2013-12-01 52.1233712897466
2014-01-01 52.4236688107376
2014-02-01 52.3266939490411
2014-03-01 52.6690663624471
2014-04-01 52.5075823349888
2014-05-01 52.7172936496545
2014-06-01 52.5583003675515
2014-07-01 52.7619685194343
2014-08-01 53.0601490253010
2014-09-01 53.0702986782918
2014-10-01 53.0979213788817
2014-11-01 53.2451125766187
2014-12-01 53.3108263493503
2015-01-01 53.5330054110374
2015-02-01 53.8171980196533
2015-03-01 53.6896284334068
2015-04-01 53.7825289002092
2015-05-01 53.5967907137552
2015-06-01 54.0847629820393
2015-07-01 54.0805892969341
2015-08-01 54.2674248275320
2015-09-01 53.9424826047928
2015-10-01 54.3555790013836
2015-11-01 54.5073964891074
2015-12-01 54.6817959241986
2016-01-01 54.7645786984648
2016-02-01 54.8973203663977
2016-03-01 55.0337930709054
2016-04-01 55.1634115386165
2016-05-01 55.0730512562880
2016-06-01 55.0787022283515
2016-07-01 55.4022233023387
2016-08-01 55.2471913410013
2016-09-01 55.5121664685934
2016-10-01 55.6182974659031
2016-11-01 55.7776991632174
2016-12-01 55.7507581195856
2017-01-01 55.6808364016249
2017-02-01 55.8959178403078
2017-03-01 55.8944957307541
2017-04-01 56.0710577884724
2017-05-01 56.0399129348752
2017-06-01 56.4715872248478
2017-07-01 56.6133640062991
2017-08-01 56.7109161939414
2017-09-01 56.9775477830369
2017-10-01 57.1737294682960
2017-11-01 57.2459115318658
2017-12-01 57.5385865245763
2018-01-01 57.3037733632267
2018-02-01 57.9015626384628
2018-03-01 58.1445415040599
2018-04-01 58.4982398899152
2018-05-01 58.5942243036366
2018-06-01 58.5605500199022
2018-07-01 58.4217381274389
2018-08-01 58.4429635806242
2018-09-01 58.6494239322228
2018-10-01 58.7414046127782
2018-11-01 58.8186308764175
2018-12-01 59.1769307537191
2019-01-01 59.0789994899984
2019-02-01 59.5356808091725
2019-03-01 59.7000585861628
2019-04-01 59.7430225011602
2019-05-01 60.3255049730411
2019-06-01 59.9227155214352
2019-07-01 60.2358330995949
2019-08-01 60.4517995443531
2019-09-01 60.5197740003702
2019-10-01 60.7373200761893
2019-11-01 60.8978226316335
2019-12-01 61.0382666769462
2020-01-01 61.4404806766538
2020-02-01 61.2749366544587
2020-03-01 61.2257214125335
2020-04-01 54.6280002513764
2020-05-01 56.6405630667804
2020-06-01 57.6190238027486
2020-07-01 58.0896122959432
2020-08-01 58.7218077497991
2020-09-01 59.0300859254877
2020-10-01 59.5103235724747
2020-11-01 59.6413327299101
2020-12-01 58.9237121202117
2021-01-01 59.8241165165055
2021-02-01 60.1219944508681
2021-03-01 60.5343054715848
2021-04-01 60.6417312111113
2021-05-01 60.7709554669003
2021-06-01 60.8890768862455
2021-07-01 61.0052421603341
2021-08-01 61.0690431672103
2021-09-01 60.6238615044034
2021-10-01 61.2588380834132
2021-11-01 61.6590296317386
2021-12-01 61.6679853804792
2022-01-01 62.3539150608108
2022-02-01 62.5374521557801
2022-03-01 62.8009955524484
2022-04-01 63.3619828316227
2022-05-01 64.0171503366894
2022-06-01 63.9628157403271
2022-07-01 64.2144528547011
2022-08-01 64.6550105906297
2022-09-01 65.0094301244938
2022-10-01 65.1980320776256
2022-11-01 65.5660189982618
2022-12-01 65.9841687679923
2023-01-01 66.3635808616885
2023-02-01 66.7341226267298
2023-03-01 67.1730100147004
2023-04-01 67.4568819667983
2023-05-01 68.0739020591488
2023-06-01 68.3728515436448
2023-07-01 68.6433667266609
2023-08-01 68.9674969188575
2023-09-01 69.3969304184355
2023-10-01 69.7313030712905
2023-11-01 69.8762807268534
2023-12-01 70.2601658637545
2024-01-01 70.2751320947336
2024-02-01 70.6204630016952
2024-03-01 71.0465584510052
2024-04-01 71.0554668664388
2024-05-01 71.1205262060989
2024-06-01 71.6075186119084
2024-07-01 71.6532637242832
2024-08-01 71.7783304721015
2024-09-01 72.0022144028841
2024-10-01 72.2661901555164
2024-11-01 72.4890822721400
2024-12-01 72.5212947534128
2025-01-01 73.4878838069180
2025-02-01 73.6086875510232
2025-03-01 73.7452628140305
2025-04-01 73.8559254758276
2025-05-01 73.9710753460585
2025-06-01 74.1461363441260
2025-07-01 74.8715023934070
2025-08-01 74.8940680611996
2025-09-01 74.8995518715262
2025-10-01 74.9675740944253
2025-11-01 75.2817288607478
2025-12-01 75.8808158528390
2026-01-01 75.7311334839804
2026-02-01 75.1061957777878
2026-03-01 75.4475550612384
2026-04-01 75.8566235381081

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