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 2024-09-01
Last Updated 2024-10-23 6:11 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 31.670126966869300
1990-02-01 31.660045048857103
1990-03-01 31.702477558621396
1990-04-01 31.608954751008000
1990-05-01 31.626000097208400
1990-06-01 31.800532582807197
1990-07-01 31.773805449880300
1990-08-01 32.123065465194600
1990-09-01 32.165412013564700
1990-10-01 32.086880152649300
1990-11-01 32.221855052016700
1990-12-01 32.452912685022800
1991-01-01 31.773590331875702
1991-02-01 32.155876808464605
1991-03-01 32.189212744505700
1991-04-01 32.294597056568300
1991-05-01 32.404897286408500
1991-06-01 32.514705631936806
1991-07-01 32.812227146812300
1991-08-01 33.045882155587300
1991-09-01 32.768956333602400
1991-10-01 32.980969002715604
1991-11-01 33.111221440584300
1991-12-01 33.356238112553000
1992-01-01 33.818078523275300
1992-02-01 33.730805949015306
1992-03-01 33.856830902841104
1992-04-01 33.963161722842194
1992-05-01 33.961708660956200
1992-06-01 34.154088458668900
1992-07-01 34.368707803444800
1992-08-01 34.290360072283100
1992-09-01 34.571074044895504
1992-10-01 34.770319188909600
1992-11-01 34.706668829778300
1992-12-01 34.742480533056000
1993-01-01 34.536748990390700
1993-02-01 34.581491832530396
1993-03-01 34.505313914468600
1993-04-01 34.731602529094700
1993-05-01 34.918143864644996
1993-06-01 34.992684735985900
1993-07-01 34.926546712691500
1993-08-01 35.036057563745000
1993-09-01 35.494619100350000
1993-10-01 34.883077374291304
1993-11-01 34.726890750156900
1993-12-01 35.029720968140204
1994-01-01 35.263690162588205
1994-02-01 35.101542174151400
1994-03-01 35.347340559197896
1994-04-01 35.309125771729605
1994-05-01 35.283783698483100
1994-06-01 35.229890996919400
1994-07-01 35.185522862669900
1994-08-01 34.960326543027400
1994-09-01 35.526488600671600
1994-10-01 35.798092258480900
1994-11-01 35.918685052936600
1994-12-01 35.795692338158700
1995-01-01 35.990999223258210
1995-02-01 36.114060628474100
1995-03-01 36.181166421206704
1995-04-01 36.287899698283300
1995-05-01 36.477045921434105
1995-06-01 36.490504373828800
1995-07-01 36.562237349655700
1995-08-01 36.617505613188000
1995-09-01 37.047816259366996
1995-10-01 36.498137996989400
1995-11-01 36.394098947512600
1995-12-01 36.854064059786400
1996-01-01 36.418363709165796
1996-02-01 36.936688838661300
1996-03-01 37.044918513846795
1996-04-01 37.078390239135200
1996-05-01 37.184422828847204
1996-06-01 36.740992217951600
1996-07-01 37.188175344013000
1996-08-01 37.344339753905004
1996-09-01 37.255038067513700
1996-10-01 37.503655252005500
1996-11-01 37.553326257750400
1996-12-01 37.700944142445000
1997-01-01 37.974499735683295
1997-02-01 38.294323731892600
1997-03-01 38.422873193785900
1997-04-01 37.871923385456500
1997-05-01 37.795349556905200
1997-06-01 38.012716605407206
1997-07-01 38.087838832712800
1997-08-01 38.265780279825500
1997-09-01 38.445942998638700
1997-10-01 38.584395529768900
1997-11-01 38.814609909154600
1997-12-01 38.746322582152200
1998-01-01 38.718095911585706
1998-02-01 38.794492926158400
1998-03-01 38.755815893743100
1998-04-01 38.877747840425000
1998-05-01 38.681994477478900
1998-06-01 38.958748537038204
1998-07-01 38.970251677736600
1998-08-01 38.752342540993300
1998-09-01 38.813497270562500
1998-10-01 38.992322711178296
1998-11-01 39.106491051652400
1998-12-01 38.906573532503200
1999-01-01 38.439627586080900
1999-02-01 38.944093904605900
1999-03-01 39.000513607855204
1999-04-01 39.200814520013400
1999-05-01 39.256003844752300
1999-06-01 39.153745016846706
1999-07-01 39.314471972978794
1999-08-01 39.430218302680900
1999-09-01 39.588952263481204
1999-10-01 39.384290427043700
1999-11-01 39.713215687252900
1999-12-01 39.781481004578500
2000-01-01 40.308870414686700
2000-02-01 40.108822163122795
2000-03-01 40.440114546841600
2000-04-01 40.525671396923705
2000-05-01 40.714123522991400
2000-06-01 40.647027971308900
2000-07-01 40.656635743004900
2000-08-01 41.201869999757100
2000-09-01 41.343920358134400
2000-10-01 41.588029320190100
2000-11-01 41.533364641700700
2000-12-01 41.860075153613600
2001-01-01 41.647790860385000
2001-02-01 42.184949488237500
2001-03-01 41.964678653582600
2001-04-01 42.156259175766200
2001-05-01 42.273840741613704
2001-06-01 42.202096485009800
2001-07-01 42.076820854075606
2001-08-01 42.137638726066605
2001-09-01 42.244329034698500
2001-10-01 42.212310248385700
2001-11-01 42.310849878532400
2001-12-01 42.498663122314600
2002-01-01 42.341242301593105
2002-02-01 42.545045896683895
2002-03-01 42.584938232673800
2002-04-01 42.590340327734790
2002-05-01 42.854216062298500
2002-06-01 43.019283028457900
2002-07-01 43.090161348493900
2002-08-01 43.057984448803000
2002-09-01 43.158744313107206
2002-10-01 43.458693689990900
2002-11-01 43.494338969213400
2002-12-01 43.369109946579600
2003-01-01 43.322613996855400
2003-02-01 43.178034249263800
2003-03-01 43.379966987375404
2003-04-01 43.307263157197106
2003-05-01 43.043552818850600
2003-06-01 43.112456192538900
2003-07-01 43.510393455192500
2003-08-01 43.278468512853610
2003-09-01 42.420926007407104
2003-10-01 42.125968504706900
2003-11-01 42.208473989786300
2003-12-01 42.179505858790200
2004-01-01 42.346911829225704
2004-02-01 42.181961850429104
2004-03-01 42.275874932473100
2004-04-01 42.395008421812100
2004-05-01 42.138140107560300
2004-06-01 42.730401110611000
2004-07-01 43.356315327386106
2004-08-01 43.122282889036000
2004-09-01 42.570588969134000
2004-10-01 42.683282352810295
2004-11-01 42.685342002958706
2004-12-01 42.973960519311895
2005-01-01 43.199707510757100
2005-02-01 43.358888910281294
2005-03-01 43.353283901194800
2005-04-01 43.345906819540100
2005-05-01 43.096749823494704
2005-06-01 43.702174200408200
2005-07-01 44.245255621226300
2005-08-01 44.117937280573700
2005-09-01 44.035275861536796
2005-10-01 44.002275765932700
2005-11-01 44.043057097527196
2005-12-01 44.038474622636100
2006-01-01 44.157413142516300
2006-02-01 44.305940353382795
2006-03-01 44.545204294451196
2006-04-01 44.472260618322900
2006-05-01 44.546128068817900
2006-06-01 44.615581029620510
2006-07-01 44.453995087178605
2006-08-01 44.763250514816100
2006-09-01 44.691361161481200
2006-10-01 44.703033539391800
2006-11-01 44.862066517871895
2006-12-01 45.066042454120600
2007-01-01 45.116165910262600
2007-02-01 45.257538977814995
2007-03-01 45.253739310752900
2007-04-01 45.300216575792000
2007-05-01 45.603027012799200
2007-06-01 45.458238594914290
2007-07-01 45.188476580845900
2007-08-01 45.443987719438105
2007-09-01 45.638740081084500
2007-10-01 45.772166488469400
2007-11-01 45.834840458899900
2007-12-01 45.754322303894700
2008-01-01 45.981213912773110
2008-02-01 46.021302416295605
2008-03-01 46.071747413670700
2008-04-01 46.338070309125800
2008-05-01 46.488808669703000
2008-06-01 46.522722831931200
2008-07-01 46.839982252249700
2008-08-01 46.858310336507210
2008-09-01 46.842631952845600
2008-10-01 47.128643964912500
2008-11-01 47.071273107962000
2008-12-01 47.215172162683100
2009-01-01 47.355681135653200
2009-02-01 47.510792436382395
2009-03-01 47.581308403057700
2009-04-01 47.804208074487110
2009-05-01 48.183669729613900
2009-06-01 47.793754169882200
2009-07-01 47.884691227956800
2009-08-01 47.758909453190896
2009-09-01 47.821651022079400
2009-10-01 47.874099479014596
2009-11-01 48.006759992752000
2009-12-01 48.169004240041000
2010-01-01 48.239201256297400
2010-02-01 48.109256290450600
2010-03-01 48.079949901280200
2010-04-01 48.416030141454900
2010-05-01 48.609789167849996
2010-06-01 47.948280775194100
2010-07-01 48.522266142442400
2010-08-01 48.845091444604400
2010-09-01 48.572618393394800
2010-10-01 49.013732963596600
2010-11-01 49.238473448093700
2010-12-01 49.236550521815300
2011-01-01 49.225335513201500
2011-02-01 49.421906462214900
2011-03-01 49.346339244879210
2011-04-01 49.548791196341200
2011-05-01 49.639657545024995
2011-06-01 49.826213740068700
2011-07-01 49.674958276993800
2011-08-01 49.792168854485205
2011-09-01 49.911086926980800
2011-10-01 49.857595602440604
2011-11-01 49.980858397797900
2011-12-01 50.124083301379700
2012-01-01 50.017647396369200
2012-02-01 50.028612702946700
2012-03-01 50.311452489386300
2012-04-01 50.190956554403705
2012-05-01 50.285968133373096
2012-06-01 50.369395864989000
2012-07-01 50.420160486071900
2012-08-01 50.312571182622100
2012-09-01 50.551898919102705
2012-10-01 50.606647803151205
2012-11-01 50.533924051044906
2012-12-01 50.625885162805005
2013-01-01 50.705760774187695
2013-02-01 51.237172761202790
2013-03-01 51.081144011362000
2013-04-01 51.113867736313400
2013-05-01 51.343563865286704
2013-06-01 51.319652918327900
2013-07-01 51.649150051042994
2013-08-01 51.739772842047200
2013-09-01 51.903442826726106
2013-10-01 52.144940715244890
2013-11-01 52.182031774524710
2013-12-01 52.123471146002000
2014-01-01 52.423782533512494
2014-02-01 52.326813552964495
2014-03-01 52.668954415831000
2014-04-01 52.507579157268710
2014-05-01 52.717198862979096
2014-06-01 52.558350871435790
2014-07-01 52.761890853128100
2014-08-01 53.060013135330600
2014-09-01 53.070033485207600
2014-10-01 53.097793746706900
2014-11-01 53.245150229710100
2014-12-01 53.311068243413295
2015-01-01 53.533901434557510
2015-02-01 53.817509589638995
2015-03-01 53.689485060244100
2015-04-01 53.782280733430206
2015-05-01 53.596372300284500
2015-06-01 54.084532298937596
2015-07-01 54.080324884108200
2015-08-01 54.267135803682790
2015-09-01 53.941964609616200
2015-10-01 54.355218294181300
2015-11-01 54.507606031382295
2015-12-01 54.682620884924600
2016-01-01 54.766742679345400
2016-02-01 54.898216982124204
2016-03-01 55.033967912550790
2016-04-01 55.163147519287605
2016-05-01 55.069813164731706
2016-06-01 55.078866311017290
2016-07-01 55.401705323334400
2016-08-01 55.246426950652705
2016-09-01 55.511220593969710
2016-10-01 55.617636775503300
2016-11-01 55.777871286581200
2016-12-01 55.751721754112900
2017-01-01 55.688852963599100
2017-02-01 55.897029832220600
2017-03-01 55.894910966886700
2017-04-01 56.070139700790904
2017-05-01 56.030344591742400
2017-06-01 56.472038460273800
2017-07-01 56.612649839558490
2017-08-01 56.710016311197390
2017-09-01 56.976568277277096
2017-10-01 57.173030243428790
2017-11-01 57.246851263943900
2017-12-01 57.541096012889400
2018-01-01 57.318761047989290
2018-02-01 57.903706832235790
2018-03-01 58.144546049640596
2018-04-01 58.494524362654296
2018-05-01 58.575317997523200
2018-06-01 58.559711547145900
2018-07-01 58.420091918709296
2018-08-01 58.442126234611100
2018-09-01 58.653154624105400
2018-10-01 58.741147249326800
2018-11-01 58.820250841021206
2018-12-01 59.182427664306005
2019-01-01 59.106660246329900
2019-02-01 59.535455929190900
2019-03-01 59.698235132263200
2019-04-01 59.738005412265395
2019-05-01 60.280191267358700
2019-06-01 59.923314109354800
2019-07-01 60.236673476506205
2019-08-01 60.454422103602800
2019-09-01 60.531116445187700
2019-10-01 60.740822908739005
2019-11-01 60.903611289847500
2019-12-01 61.049988200308290
2020-01-01 61.478035108257100
2020-02-01 61.270884693609396
2020-03-01 61.219704085427500
2020-04-01 54.615095307563706
2020-05-01 56.571584931002400
2020-06-01 57.618942372016605
2020-07-01 58.092508810500796
2020-08-01 58.728912888275794
2020-09-01 59.062515800494790
2020-10-01 59.517636551379100
2020-11-01 59.647693736630600
2020-12-01 58.947493671819494
2021-01-01 59.880786185990900
2021-02-01 60.097236540708500
2021-03-01 60.525471179601900
2021-04-01 60.613468110622500
2021-05-01 60.648857270736400
2021-06-01 60.893159023925506
2021-07-01 61.021674306375600
2021-08-01 61.081503661183795
2021-09-01 60.689960486907204
2021-10-01 61.266136928448600
2021-11-01 61.660233697359500
2021-12-01 61.707521150942405
2022-01-01 62.456114054336600
2022-02-01 62.485311291487290
2022-03-01 62.781019493804800
2022-04-01 63.305455661434600
2022-05-01 63.836827628529100
2022-06-01 63.958803202982594
2022-07-01 64.253318178397890
2022-08-01 64.685526299969600
2022-09-01 65.122655755935600
2022-10-01 65.189674380114000
2022-11-01 65.554878833361600
2022-12-01 66.047890547897990
2023-01-01 66.553624320479200
2023-02-01 66.642602752764200
2023-03-01 67.027627867852790
2023-04-01 67.272178402415500
2023-05-01 67.611000718638410
2023-06-01 68.051331422304800
2023-07-01 68.318160977938390
2023-08-01 68.520033215179610
2023-09-01 68.754369077220100
2023-10-01 69.103379569753000
2023-11-01 69.353636530056800
2023-12-01 69.754954528986300
2024-01-01 69.563520442617600
2024-02-01 70.393204690119290
2024-03-01 70.568133681703200
2024-04-01 70.639898841352800
2024-05-01 70.793247137332800
2024-06-01 71.056017991118800
2024-07-01 71.162736163337600
2024-08-01 71.461045104445800
2024-09-01 71.585625858551410

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