Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-07 9:56 PM 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 31.6701274098778
1990-02-01 31.6600450499495
1990-03-01 31.7024775412925
1990-04-01 31.6089547228049
1990-05-01 31.6260000290420
1990-06-01 31.8005324333959
1990-07-01 31.7738051804795
1990-08-01 32.1230650209192
1990-09-01 32.1654117889519
1990-10-01 32.0868798628828
1990-11-01 32.2218553558562
1990-12-01 32.4529132207678
1991-01-01 31.7735910172545
1991-02-01 32.1558770451935
1991-03-01 32.1892128371403
1991-04-01 32.2945970241218
1991-05-01 32.4048971394859
1991-06-01 32.5147053288793
1991-07-01 32.8122265739318
1991-08-01 33.0458813012983
1991-09-01 32.7689557373777
1991-10-01 32.9809685311164
1991-11-01 33.1112220928349
1991-12-01 33.3562393353941
1992-01-01 33.8180800681101
1992-02-01 33.7308067456528
1992-03-01 33.8568310293093
1992-04-01 33.9631613451198
1992-05-01 33.9617080717022
1992-06-01 34.1540877751409
1992-07-01 34.3687065865957
1992-08-01 34.2903584296998
1992-09-01 34.5710729507400
1992-10-01 34.7703180154281
1992-11-01 34.7066697615401
1992-12-01 34.7424819159965
1993-01-01 34.5367573262947
1993-02-01 34.5814908739063
1993-03-01 34.5053128687132
1993-04-01 34.7316015818858
1993-05-01 34.9181429988929
1993-06-01 34.9926825494939
1993-07-01 34.9265450212793
1993-08-01 35.0360553422858
1993-09-01 35.4946173276938
1993-10-01 34.8830753103231
1993-11-01 34.7268920712338
1993-12-01 35.0297234090313
1994-01-01 35.2637067918469
1994-02-01 35.1015380722090
1994-03-01 35.3473380936619
1994-04-01 35.3091255458191
1994-05-01 35.2837806177586
1994-06-01 35.2298878610490
1994-07-01 35.1855208585213
1994-08-01 34.9603236257864
1994-09-01 35.5264856549297
1994-10-01 35.7980889053269
1994-11-01 35.9186866985832
1994-12-01 35.7956961044944
1995-01-01 35.9910253761856
1995-02-01 36.1140540582619
1995-03-01 36.1811625400476
1995-04-01 36.2878990344732
1995-05-01 36.4770455736168
1995-06-01 36.4904982862594
1995-07-01 36.5622326892167
1995-08-01 36.6174998762354
1995-09-01 37.0478105152550
1995-10-01 36.4981326814166
1995-11-01 36.3940956316628
1995-12-01 36.8540703238396
1996-01-01 36.4184077414962
1996-02-01 36.9366836303984
1996-03-01 37.0449161935799
1996-04-01 37.0783897323247
1996-05-01 37.1844233696945
1996-06-01 36.7409820330214
1996-07-01 37.1881640765792
1996-08-01 37.3443247029036
1996-09-01 37.2550218440420
1996-10-01 37.5036578069337
1996-11-01 37.5533090700225
1996-12-01 37.7009468493197
1997-01-01 37.9745882194700
1997-02-01 38.2943241852395
1997-03-01 38.4228733706866
1997-04-01 37.8719211388305
1997-05-01 37.7953535739956
1997-06-01 38.0127042266885
1997-07-01 38.0877951856664
1997-08-01 38.2657576323601
1997-09-01 38.4459155801333
1997-10-01 38.5844071374518
1997-11-01 38.8145716592750
1997-12-01 38.7463042166844
1998-01-01 38.7182540567557
1998-02-01 38.7945538642822
1998-03-01 38.7558024761798
1998-04-01 38.8777393982586
1998-05-01 38.6819971993357
1998-06-01 38.9587262727501
1998-07-01 38.9701492879241
1998-08-01 38.7522846670388
1998-09-01 38.8134409461828
1998-10-01 38.9923453073348
1998-11-01 39.1064606167821
1998-12-01 38.9065685040639
1999-01-01 38.4398662561154
1999-02-01 38.9442366611686
1999-03-01 39.0004920385120
1999-04-01 39.2007949517352
1999-05-01 39.2560034026472
1999-06-01 39.1536930716086
1999-07-01 39.3142680437978
1999-08-01 39.4300737995737
1999-09-01 39.5888356757544
1999-10-01 39.3843171399541
1999-11-01 39.7132499798282
1999-12-01 39.7815688335151
2000-01-01 40.3092259642293
2000-02-01 40.1090599611891
2000-03-01 40.4401157882638
2000-04-01 40.5256440086382
2000-05-01 40.7140612607078
2000-06-01 40.6467862713264
2000-07-01 40.6567150468215
2000-08-01 41.2013860505653
2000-09-01 41.3431492955175
2000-10-01 41.5884632064865
2000-11-01 41.5336674914845
2000-12-01 41.8603244705205
2001-01-01 41.6482484574261
2001-02-01 42.1852745451469
2001-03-01 41.9647004359649
2001-04-01 42.1561784125905
2001-05-01 42.2737081613068
2001-06-01 42.2016338525809
2001-07-01 42.0772298793457
2001-08-01 42.1367234280148
2001-09-01 42.2428856442274
2001-10-01 42.2131654468232
2001-11-01 42.3114669688133
2001-12-01 42.4991105334713
2002-01-01 42.3417870254968
2002-02-01 42.5454372813424
2002-03-01 42.5849646251369
2002-04-01 42.5901926020794
2002-05-01 42.8540029568899
2002-06-01 43.0185927550896
2002-07-01 43.0909796616077
2002-08-01 43.0566457439626
2002-09-01 43.1566191593960
2002-10-01 43.4600018131079
2002-11-01 43.4952731786443
2002-12-01 43.3697405504686
2003-01-01 43.3231898689312
2003-02-01 43.1784321750737
2003-03-01 43.3799776350635
2003-04-01 43.3070374517277
2003-05-01 43.0433094014314
2003-06-01 43.1117136653640
2003-07-01 43.5112589164356
2003-08-01 43.2770032021398
2003-09-01 42.4188213362089
2003-10-01 42.1272441916705
2003-11-01 42.2094528377596
2003-12-01 42.1802098484386
2004-01-01 42.3474501397631
2004-02-01 42.1822899979862
2004-03-01 42.2758843566753
2004-04-01 42.3947707511862
2004-05-01 42.1378796156259
2004-06-01 42.7296743095112
2004-07-01 43.3572510030997
2004-08-01 43.1208870485564
2004-09-01 42.5685195819976
2004-10-01 42.6845776379783
2004-11-01 42.6862910829366
2004-12-01 42.9746159193144
2005-01-01 43.2001593707978
2005-02-01 43.3591395416676
2005-03-01 43.3532665833025
2005-04-01 43.3456633545752
2005-05-01 43.0965297376392
2005-06-01 43.7016335734498
2005-07-01 44.2458758803805
2005-08-01 44.1168710398434
2005-09-01 44.0338328760504
2005-10-01 44.0031851740617
2005-11-01 44.0437605878817
2005-12-01 44.0389811319878
2006-01-01 44.1577604637101
2006-02-01 44.3061188960594
2006-03-01 44.5451654902085
2006-04-01 44.4720693434720
2006-05-01 44.5459640576450
2006-06-01 44.6152625893622
2006-07-01 44.4542607736095
2006-08-01 44.7626294993813
2006-09-01 44.6906087436809
2006-10-01 44.7035092461648
2006-11-01 44.8624716367833
2006-12-01 45.0663591091290
2007-01-01 45.1163859117711
2007-02-01 45.2576470489580
2007-03-01 45.2536927670186
2007-04-01 45.3001015579169
2007-05-01 45.6029326584387
2007-06-01 45.4581432611202
2007-07-01 45.1883640258905
2007-08-01 45.4437917800321
2007-09-01 45.6386763491186
2007-10-01 45.7721947684195
2007-11-01 45.8349634558345
2007-12-01 45.7544857031461
2008-01-01 45.9813296319923
2008-02-01 46.0213425047048
2008-03-01 46.0717354495241
2008-04-01 46.3380495455026
2008-05-01 46.4887423749476
2008-06-01 46.5226854876419
2008-07-01 46.8398919647416
2008-08-01 46.8582839227620
2008-09-01 46.8426170983174
2008-10-01 47.1286543616895
2008-11-01 47.0713102278834
2008-12-01 47.2152217389165
2009-01-01 47.3557165334499
2009-02-01 47.5108071779621
2009-03-01 47.5813121993822
2009-04-01 47.8042261880308
2009-05-01 48.1836316362279
2009-06-01 47.7937334692529
2009-07-01 47.8846396565889
2009-08-01 47.7589181607413
2009-09-01 47.8216583487811
2009-10-01 47.8741050398370
2009-11-01 48.0067637423044
2009-12-01 48.1690082393014
2010-01-01 48.2392075385707
2010-02-01 48.1092651167364
2010-03-01 48.0799649715153
2010-04-01 48.4160623208115
2010-05-01 48.6097695354821
2010-06-01 47.9482514421871
2010-07-01 48.5222402779458
2010-08-01 48.8450970267580
2010-09-01 48.5726228739345
2010-10-01 49.0137349374377
2010-11-01 49.2384734961562
2010-12-01 49.2365408512833
2011-01-01 49.2253349007548
2011-02-01 49.4219060850562
2011-03-01 49.3463938956397
2011-04-01 49.5488160240485
2011-05-01 49.6396445419007
2011-06-01 49.8261570593681
2011-07-01 49.6749579359879
2011-08-01 49.7921699217816
2011-09-01 49.9110887478585
2011-10-01 49.8575962474834
2011-11-01 49.9808566981173
2011-12-01 50.1240608956427
2012-01-01 50.0176421498033
2012-02-01 50.0286015755473
2012-03-01 50.3115468033963
2012-04-01 50.1909633178048
2012-05-01 50.2859755920389
2012-06-01 50.3693166564573
2012-07-01 50.4201603923716
2012-08-01 50.3125732448393
2012-09-01 50.5519287832906
2012-10-01 50.6066489574319
2012-11-01 50.5339185090238
2012-12-01 50.6258435420422
2013-01-01 50.7057388567527
2013-02-01 51.2371368864910
2013-03-01 51.0812724248676
2013-04-01 51.1138551119489
2013-05-01 51.3435934640666
2013-06-01 51.3195616469119
2013-07-01 51.6491589380104
2013-08-01 51.7397930869393
2013-09-01 51.9035282025212
2013-10-01 52.1449602929878
2013-11-01 52.1820120426145
2013-12-01 52.1233801106700
2014-01-01 52.4236847080244
2014-02-01 52.3267120245554
2014-03-01 52.6690717042294
2014-04-01 52.5075851908295
2014-05-01 52.7172935465438
2014-06-01 52.5582984533904
2014-07-01 52.7619460297031
2014-08-01 53.0601083157037
2014-09-01 53.0702348441431
2014-10-01 53.0978775601111
2014-11-01 53.2451201212477
2014-12-01 53.3108908181396
2015-01-01 53.5331874029988
2015-02-01 53.8172862086329
2015-03-01 53.6896420007907
2015-04-01 53.7824817987872
2015-05-01 53.5967177716893
2015-06-01 54.0846886856213
2015-07-01 54.0805004923880
2015-08-01 54.2673182460980
2015-09-01 53.9423213337220
2015-10-01 54.3554617013473
2015-11-01 54.5074631974371
2015-12-01 54.6820572119600
2016-01-01 54.7650855051858
2016-02-01 54.8975920563590
2016-03-01 55.0338533828670
2016-04-01 55.1632911716741
2016-05-01 55.0724117596054
2016-06-01 55.0786603275067
2016-07-01 55.4020559886826
2016-08-01 55.2469773504093
2016-09-01 55.5119500921124
2016-10-01 55.6181013182334
2016-11-01 55.7776248988899
2016-12-01 55.7508050936671
2017-01-01 55.6833720261161
2017-02-01 55.8960350673148
2017-03-01 55.8944990100172
2017-04-01 56.0707181213850
2017-05-01 56.0378488212850
2017-06-01 56.4715895687779
2017-07-01 56.6131953279073
2017-08-01 56.7107468039573
2017-09-01 56.9773420358143
2017-10-01 57.1738893396837
2017-11-01 57.2455575718850
2017-12-01 57.5384487802845
2018-01-01 57.3084862590942
2018-02-01 57.9016938801232
2018-03-01 58.1444964657323
2018-04-01 58.4974111744263
2018-05-01 58.5901454471463
2018-06-01 58.5603174656432
2018-07-01 58.4215616697163
2018-08-01 58.4428795380858
2018-09-01 58.6494582132334
2018-10-01 58.7423942354449
2018-11-01 58.8190351126092
2018-12-01 59.1745198978857
2019-01-01 59.0871214281022
2019-02-01 59.5364783938370
2019-03-01 59.7004979858848
2019-04-01 59.7426179124215
2019-05-01 60.3145884798894
2019-06-01 59.9233656538973
2019-07-01 60.2363829855323
2019-08-01 60.4521526616069
2019-09-01 60.5199527267271
2019-10-01 60.7390771342291
2019-11-01 60.8990636602745
2019-12-01 61.0339919117308
2020-01-01 61.4515025291750
2020-02-01 61.2782586458356
2020-03-01 61.2273474252931
2020-04-01 54.6276146290714
2020-05-01 56.6234617245517
2020-06-01 57.6191553081485
2020-07-01 58.0900830382703
2020-08-01 58.7224879905351
2020-09-01 59.0303038127678
2020-10-01 59.5119803449549
2020-11-01 59.6440795021223
2020-12-01 58.9191978291928
2021-01-01 59.8387166522190
2021-02-01 60.1311855585209
2021-03-01 60.5387331651347
2021-04-01 60.6424005333071
2021-05-01 60.7279395210626
2021-06-01 60.8969324169071
2021-07-01 61.0096244546983
2021-08-01 61.0616822063642
2021-09-01 60.6272109161614
2021-10-01 61.2637984039060
2021-11-01 61.6655318024985
2021-12-01 61.6543908479607
2022-01-01 62.3831819571025
2022-02-01 62.5520428295468
2022-03-01 62.8136622508543
2022-04-01 63.3631754447057
2022-05-01 63.9375575275271
2022-06-01 63.9738802249236
2022-07-01 64.2255713838318
2022-08-01 64.6309827100431
2022-09-01 65.0280061934252
2022-10-01 65.2043502760164
2022-11-01 65.5778707325850
2022-12-01 65.9572607953626
2023-01-01 66.4342270834598
2023-02-01 66.7474997747306
2023-03-01 67.1802314808132
2023-04-01 67.4591277949738
2023-05-01 67.9535951661893
2023-06-01 68.3816349601809
2023-07-01 68.6631423235154
2023-08-01 68.9221732645615
2023-09-01 69.4408222451075
2023-10-01 69.7379295766024
2023-11-01 69.8911984350545
2023-12-01 70.2218784626607
2024-01-01 70.4093854517391
2024-02-01 70.6184874733981
2024-03-01 71.1396043831191
2024-04-01 71.1594259338835
2024-05-01 71.0733744908392
2024-06-01 71.9040292672874
2024-07-01 71.6783302637730
2024-08-01 71.9164393243876
2024-09-01 72.0747168733205
2024-10-01 72.2682749079884
2024-11-01 72.5039446738786
2024-12-01 72.9805293838275
2025-01-01 73.1897003275724
2025-02-01 73.3867292337712
2025-03-01 73.3142395507829
2025-04-01 73.5643694611615
2025-05-01 73.5015632229080
2025-06-01 74.0256039394036
2025-07-01 74.7996690630477
2025-08-01 74.8134270612643
2025-09-01 74.6970221285187
2025-10-01 74.9677344905700
2025-11-01 75.2956300133478

Back to Top