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 2025-12-01
Last Updated 2026-01-28 4:05 AM CST
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 31.6701274330284
1990-02-01 31.6600450500050
1990-03-01 31.7024775403839
1990-04-01 31.6089547213269
1990-05-01 31.6260000254739
1990-06-01 31.8005324255801
1990-07-01 31.7738051663923
1990-08-01 32.1230649976966
1990-09-01 32.1654117772450
1990-10-01 32.0868798477317
1990-11-01 32.2218553717443
1990-12-01 32.4529132487680
1991-01-01 31.7735910530754
1991-02-01 32.1558770575668
1991-03-01 32.1892128419796
1991-04-01 32.2945970224191
1991-05-01 32.4048971317953
1991-06-01 32.5147053130241
1991-07-01 32.8122265439765
1991-08-01 33.0458812566356
1991-09-01 32.7689557062643
1991-10-01 32.9809685064808
1991-11-01 33.1112221269615
1991-12-01 33.3562393993221
1992-01-01 33.8180801488467
1992-02-01 33.7308067872653
1992-03-01 33.8568310358829
1992-04-01 33.9631613253414
1992-05-01 33.9617080408788
1992-06-01 34.1540877393911
1992-07-01 34.3687065229797
1992-08-01 34.2903583438522
1992-09-01 34.5710728936661
1992-10-01 34.7703179541770
1992-11-01 34.7066698102561
1992-12-01 34.7424819884421
1993-01-01 34.5367577618390
1993-02-01 34.5814908236312
1993-03-01 34.5053128139061
1993-04-01 34.7316015323416
1993-05-01 34.9181429537320
1993-06-01 34.9926824352814
1993-07-01 34.9265449329906
1993-08-01 35.0360552262313
1993-09-01 35.4946172350535
1993-10-01 34.8830752023150
1993-11-01 34.7268921400934
1993-12-01 35.0297235370753
1994-01-01 35.2637076611988
1994-02-01 35.1015378572405
1994-03-01 35.3473379645409
1994-04-01 35.3091255343089
1994-05-01 35.2837804568635
1994-06-01 35.2298876973265
1994-07-01 35.1855207539775
1994-08-01 34.9603234732909
1994-09-01 35.5264855004092
1994-10-01 35.7980887291978
1994-11-01 35.9186867839825
1994-12-01 35.7956963024601
1995-01-01 35.9910267445156
1995-02-01 36.1140537147975
1995-03-01 36.1811623374113
1995-04-01 36.2878990003502
1995-05-01 36.4770455563258
1995-06-01 36.4904979673491
1995-07-01 36.5622324436738
1995-08-01 36.6174995740703
1995-09-01 37.0478102123413
1995-10-01 36.4981324038098
1995-11-01 36.3940954542657
1995-12-01 36.8540706574365
1996-01-01 36.4184100574891
1996-02-01 36.9366833565218
1996-03-01 37.0449160693506
1996-04-01 37.0783897036319
1996-05-01 37.1844233979019
1996-06-01 36.7409814983970
1996-07-01 37.1881634809454
1996-08-01 37.3443239077617
1996-09-01 37.2550209848305
1996-10-01 37.5036579509020
1996-11-01 37.5533081663974
1996-12-01 37.7009470067605
1997-01-01 37.9745928886199
1997-02-01 38.2943242019247
1997-03-01 38.4228733649491
1997-04-01 37.8719210082251
1997-05-01 37.7953537804355
1997-06-01 38.0127035772035
1997-07-01 38.0877928863762
1997-08-01 38.2657564264270
1997-09-01 38.4459141374128
1997-10-01 38.5844077682246
1997-11-01 38.8145696449275
1997-12-01 38.7463032732327
1998-01-01 38.7182626430109
1998-02-01 38.7945568221859
1998-03-01 38.7558017410875
1998-04-01 38.8777389077177
1998-05-01 38.6819972765130
1998-06-01 38.9587250567223
1998-07-01 38.9701439290960
1998-08-01 38.7522816853439
1998-09-01 38.8134380839702
1998-10-01 38.9923465928976
1998-11-01 39.1064590296129
1998-12-01 38.9065682396460
1999-01-01 38.4398792765357
1999-02-01 38.9442436359830
1999-03-01 39.0004907938006
1999-04-01 39.2007937645930
1999-05-01 39.2560031510721
1999-06-01 39.1536901952566
1999-07-01 39.3142574357455
1999-08-01 39.4300665110348
1999-09-01 39.5888299494052
1999-10-01 39.3843188443883
1999-11-01 39.7132518130321
1999-12-01 39.7815733323215
2000-01-01 40.3092452583909
2000-02-01 40.1090715974259
2000-03-01 40.4401155488189
2000-04-01 40.5256420904825
2000-05-01 40.7140576447501
2000-06-01 40.6467731444022
2000-07-01 40.6567193052769
2000-08-01 41.2013604438382
2000-09-01 41.3431122251418
2000-10-01 41.5884856773839
2000-11-01 41.5336830311517
2000-12-01 41.8603372092727
2001-01-01 41.6482729298792
2001-02-01 42.1852904602462
2001-03-01 41.9647009896332
2001-04-01 42.1561733822344
2001-05-01 42.2737007486493
2001-06-01 42.2016088415288
2001-07-01 42.0772514923449
2001-08-01 42.1366747226475
2001-09-01 42.2428165282558
2001-10-01 42.2132094348170
2001-11-01 42.3114985514894
2001-12-01 42.4991333234194
2002-01-01 42.3418157706533
2002-02-01 42.5454563807990
2002-03-01 42.5849651683481
2002-04-01 42.5901838296778
2002-05-01 42.8539913286315
2002-06-01 43.0185555686529
2002-07-01 43.0910227848502
2002-08-01 43.0565742664210
2002-09-01 43.1565175246630
2002-10-01 43.4600688455731
2002-11-01 43.4953209060776
2002-12-01 43.3697726172385
2003-01-01 43.3232196925192
2003-02-01 43.1784515504900
2003-03-01 43.3799772001246
2003-04-01 43.3070246090729
2003-05-01 43.0432962311788
2003-06-01 43.1116737851519
2003-07-01 43.5113046125032
2003-08-01 43.2769252517167
2003-09-01 42.4187208155520
2003-10-01 42.1273096579671
2003-11-01 42.2095028899032
2003-12-01 42.1802456224424
2004-01-01 42.3474775577166
2004-02-01 42.1823059256379
2004-03-01 42.2758839082128
2004-04-01 42.3947574162510
2004-05-01 42.1378657571059
2004-06-01 42.7296353962611
2004-07-01 43.3573003443919
2004-08-01 43.1208125797292
2004-09-01 42.5684207337052
2004-10-01 42.6846439452887
2004-11-01 42.6863395178111
2004-12-01 42.9746491748731
2005-01-01 43.2001820431195
2005-02-01 43.3591516600203
2005-03-01 43.3532648871459
2005-04-01 43.3456500349203
2005-05-01 43.0965181322505
2005-06-01 43.7016047340939
2005-07-01 44.2459086893809
2005-08-01 44.1168143925190
2005-09-01 44.0337640604002
2005-10-01 44.0032318443018
2005-11-01 44.0437965232599
2005-12-01 44.0390068025859
2006-01-01 44.1577778371145
2006-02-01 44.3061274617025
2006-03-01 44.5451628982061
2006-04-01 44.4720590221539
2006-05-01 44.5459554760150
2006-06-01 44.6152456937198
2006-07-01 44.4542749526014
2006-08-01 44.7625967039696
2006-09-01 44.6905729234705
2006-10-01 44.7035337852109
2006-11-01 44.8624924237952
2006-12-01 45.0663751804474
2007-01-01 45.1163968963796
2007-02-01 45.2576522051721
2007-03-01 45.2536900476700
2007-04-01 45.3000950398698
2007-05-01 45.6029278127746
2007-06-01 45.4581384376961
2007-07-01 45.1883584050621
2007-08-01 45.4437818155955
2007-09-01 45.6386735429740
2007-10-01 45.7721966001626
2007-11-01 45.8349700449169
2007-12-01 45.7544941150602
2008-01-01 45.9813353801503
2008-02-01 46.0213443313547
2008-03-01 46.0717346087913
2008-04-01 46.3380473524931
2008-05-01 46.4887389065363
2008-06-01 46.5226845212568
2008-07-01 46.8398872611733
2008-08-01 46.8582824354319
2008-09-01 46.8426166883376
2008-10-01 47.1286552493155
2008-11-01 47.0713125290481
2008-12-01 47.2152247670772
2009-01-01 47.3557182462655
2009-02-01 47.5108076761270
2009-03-01 47.5813112537451
2009-04-01 47.8042254156249
2009-05-01 48.1836295684405
2009-06-01 47.7937342760579
2009-07-01 47.8846368503471
2009-08-01 47.7589183701498
2009-09-01 47.8216593516950
2009-10-01 47.8741060254624
2009-11-01 48.0067648463518
2009-12-01 48.1690097104123
2010-01-01 48.2392079410303
2010-02-01 48.1092637240514
2010-03-01 48.0799632680913
2010-04-01 48.4160618308887
2010-05-01 48.6097682091831
2010-06-01 47.9482527249266
2010-07-01 48.5222389287889
2010-08-01 48.8450972674793
2010-09-01 48.5726242638467
2010-10-01 49.0137366048271
2010-11-01 49.2384750631240
2010-12-01 49.2365430656968
2011-01-01 49.2253353027515
2011-02-01 49.4219032872552
2011-03-01 49.3463880827222
2011-04-01 49.5488157844059
2011-05-01 49.6396440409107
2011-06-01 49.8261580860242
2011-07-01 49.6749581375671
2011-08-01 49.7921706720285
2011-09-01 49.9110910798698
2011-10-01 49.8575986497975
2011-11-01 49.9808590680792
2011-12-01 50.1240646562821
2012-01-01 50.0176442350861
2012-02-01 50.0285913162760
2012-03-01 50.3115391895001
2012-04-01 50.1909645655660
2012-05-01 50.2859745291853
2012-06-01 50.3693183384376
2012-07-01 50.4201614864058
2012-08-01 50.3125747930797
2012-09-01 50.5519331877360
2012-10-01 50.6066517818200
2012-11-01 50.5339213509486
2012-12-01 50.6258485321330
2013-01-01 50.7057422985304
2013-02-01 51.2371198028179
2013-03-01 51.0812628500226
2013-04-01 51.1138580530989
2013-05-01 51.3435920432198
2013-06-01 51.3195636763191
2013-07-01 51.6491608204047
2013-08-01 51.7397950916881
2013-09-01 51.9035340195865
2013-10-01 52.1449626658577
2013-11-01 52.1820152496549
2013-12-01 52.1233865109841
2014-01-01 52.4236911025630
2014-02-01 52.3266895783128
2014-03-01 52.6690653014826
2014-04-01 52.5075893391983
2014-05-01 52.7172897316717
2014-06-01 52.5582986867181
2014-07-01 52.7619460567496
2014-08-01 53.0601077757498
2014-09-01 53.0702384593998
2014-10-01 53.0978771007786
2014-11-01 53.2451241005240
2014-12-01 53.3109021888209
2015-01-01 53.5332042373275
2015-02-01 53.8172718838800
2015-03-01 53.6896386728563
2015-04-01 53.7824824725623
2015-05-01 53.5967069566596
2015-06-01 54.0846817988221
2015-07-01 54.0804949243482
2015-08-01 54.2673134834987
2015-09-01 53.9423173269411
2015-10-01 54.3554524292003
2015-11-01 54.5074665989091
2015-12-01 54.6820822141082
2016-01-01 54.7651256621153
2016-02-01 54.8975949240019
2016-03-01 55.0338636804747
2016-04-01 55.1632990885884
2016-05-01 55.0723649067047
2016-06-01 55.0786142615709
2016-07-01 55.4020655072176
2016-08-01 55.2469770720732
2016-09-01 55.5119445268347
2016-10-01 55.6180797635898
2016-11-01 55.7776004617487
2016-12-01 55.7507905500716
2017-01-01 55.6835688604085
2017-02-01 55.8960259160723
2017-03-01 55.8945074550717
2017-04-01 56.0706992990973
2017-05-01 56.0377857383987
2017-06-01 56.4714917130644
2017-07-01 56.6132266372366
2017-08-01 56.7107767911244
2017-09-01 56.9773690934569
2017-10-01 57.1738115476281
2017-11-01 57.2455376947998
2017-12-01 57.5382963209728
2018-01-01 57.3088590434460
2018-02-01 57.9016760582503
2018-03-01 58.1445072860253
2018-04-01 58.4973710217036
2018-05-01 58.5900974451464
2018-06-01 58.5602315037721
2018-07-01 58.4216829842941
2018-08-01 58.4429492309112
2018-09-01 58.6495641197717
2018-10-01 58.7421387602883
2018-11-01 58.8188354030600
2018-12-01 59.1738341921201
2019-01-01 59.0877172677535
2019-02-01 59.5366725743767
2019-03-01 59.7008141805798
2019-04-01 59.7427998759594
2019-05-01 60.3146847128965
2019-06-01 59.9232969649105
2019-07-01 60.2365000118279
2019-08-01 60.4521902088733
2019-09-01 60.5200003761995
2019-10-01 60.7384263105469
2019-11-01 60.8983378655034
2019-12-01 61.0325013127465
2020-01-01 61.4522255796227
2020-02-01 61.2790862205069
2020-03-01 61.2284716097398
2020-04-01 54.6282453294185
2020-05-01 56.6235823499721
2020-06-01 57.6188657378524
2020-07-01 58.0901397544330
2020-08-01 58.7229432242470
2020-09-01 59.0305959572097
2020-10-01 59.5109187830506
2020-11-01 59.6427883273866
2020-12-01 58.9165003958073
2021-01-01 59.8377752494493
2021-02-01 60.1297646217573
2021-03-01 60.5486283311591
2021-04-01 60.6407170878727
2021-05-01 60.7267472317586
2021-06-01 60.8960150133447
2021-07-01 61.0099521861783
2021-08-01 61.0632446557752
2021-09-01 60.6288644720579
2021-10-01 61.2633086451868
2021-11-01 61.6635413992864
2021-12-01 61.6495861034166
2022-01-01 62.3791372714367
2022-02-01 62.5474736843186
2022-03-01 62.8327620916950
2022-04-01 63.3587650939328
2022-05-01 63.9335644780425
2022-06-01 63.9721095041456
2022-07-01 64.2267072936112
2022-08-01 64.6353425217910
2022-09-01 65.0330663283715
2022-10-01 65.2091173747864
2022-11-01 65.5778037979319
2022-12-01 65.9418238142734
2023-01-01 66.4252031800427
2023-02-01 66.7385720064731
2023-03-01 67.2096419731175
2023-04-01 67.4519872807007
2023-05-01 67.9439132480239
2023-06-01 68.3806373825882
2023-07-01 68.6665950725022
2023-08-01 68.9310574171621
2023-09-01 69.4515502587716
2023-10-01 69.7512759358817
2023-11-01 69.8937368787374
2023-12-01 70.1893130405331
2024-01-01 70.3955211850201
2024-02-01 70.6068672163838
2024-03-01 71.1731278431863
2024-04-01 71.1520725116202
2024-05-01 71.0578360269702
2024-06-01 71.9047063563915
2024-07-01 71.6846465619099
2024-08-01 71.9308106094126
2024-09-01 72.0918245173102
2024-10-01 72.2920305351368
2024-11-01 72.5107389751852
2024-12-01 72.9251685530695
2025-01-01 73.1711656222411
2025-02-01 73.3716900712628
2025-03-01 73.3534018196663
2025-04-01 73.5561720777957
2025-05-01 73.4802346626470
2025-06-01 74.0290609214315
2025-07-01 74.8095184733393
2025-08-01 74.8330261044842
2025-09-01 74.7203050281967
2025-10-01 74.9998233980314
2025-11-01 75.4041590657090
2025-12-01 75.7655101893029

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