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 2024-10-01
Last Updated 2024-11-20 6:27 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 31.670126978938104
1990-02-01 31.660045048887700
1990-03-01 31.702477558150800
1990-04-01 31.608954750241700
1990-05-01 31.626000095354200
1990-06-01 31.800532578740600
1990-07-01 31.773805442545400
1990-08-01 32.123065453094200
1990-09-01 32.165412007431000
1990-10-01 32.086880144759300
1990-11-01 32.221855060289194
1990-12-01 32.452912699616300
1991-01-01 31.773590350545103
1991-02-01 32.155876814912600
1991-03-01 32.189212747030100
1991-04-01 32.294597055687800
1991-05-01 32.404897282412000
1991-06-01 32.514705623689300
1991-07-01 32.812227131214100
1991-08-01 33.045882132323500
1991-09-01 32.768956317338800
1991-10-01 32.980968989863600
1991-11-01 33.111221458333400
1991-12-01 33.356238145854300
1992-01-01 33.818078565357396
1992-02-01 33.730805970726400
1992-03-01 33.856830906303394
1992-04-01 33.963161712570894
1992-05-01 33.961708644917806
1992-06-01 34.154088440062104
1992-07-01 34.368707770307196
1992-08-01 34.290360027539500
1992-09-01 34.571074015038500
1992-10-01 34.770319156906200
1992-11-01 34.706668855150106
1992-12-01 34.742480570646000
1993-01-01 34.536749217517400
1993-02-01 34.581491806501000
1993-03-01 34.505313886055305
1993-04-01 34.731602503311700
1993-05-01 34.918143841020395
1993-06-01 34.992684676396195
1993-07-01 34.926546666564400
1993-08-01 35.036057503210394
1993-09-01 35.494619052062400
1993-10-01 34.883077318136300
1993-11-01 34.726890786231500
1993-12-01 35.029721034401500
1994-01-01 35.263690615448496
1994-02-01 35.101542062693600
1994-03-01 35.347340492162900
1994-04-01 35.309125765433300
1994-05-01 35.283783614509794
1994-06-01 35.229890911416994
1994-07-01 35.185522807981290
1994-08-01 34.960326463577196
1994-09-01 35.526488520705100
1994-10-01 35.798092167567795
1994-11-01 35.918685098056800
1994-12-01 35.795692440212996
1995-01-01 35.990999934946600
1995-02-01 36.114060449532790
1995-03-01 36.181166315379706
1995-04-01 36.287899679921200
1995-05-01 36.477045911527300
1995-06-01 36.490504208365500
1995-07-01 36.562237223664900
1995-08-01 36.617505458054296
1995-09-01 37.047816104231200
1995-10-01 36.498137852114400
1995-11-01 36.394098859160710
1995-12-01 36.854064227395400
1996-01-01 36.418364901476100
1996-02-01 36.936688697560300
1996-03-01 37.044918452061500
1996-04-01 37.078390226393296
1996-05-01 37.184422843609700
1996-06-01 36.740991941640200
1996-07-01 37.188175040381200
1996-08-01 37.344339348085704
1996-09-01 37.255037631145600
1996-10-01 37.503655316626600
1996-11-01 37.553325792106400
1996-12-01 37.700944208363500
1997-01-01 37.974502124285600
1997-02-01 38.294323747515200
1997-03-01 38.422873205814400
1997-04-01 37.871923330659200
1997-05-01 37.795349668063100
1997-06-01 38.012716269451000
1997-07-01 38.087837652591700
1997-08-01 38.265779673851110
1997-09-01 38.445942256634600
1997-10-01 38.584395834454000
1997-11-01 38.814608874658500
1997-12-01 38.746322073934500
1998-01-01 38.718100062946604
1998-02-01 38.794494695916100
1998-03-01 38.755815544714400
1998-04-01 38.877747634556200
1998-05-01 38.681994583562900
1998-06-01 38.958747956382204
1998-07-01 38.970248892476505
1998-08-01 38.752340943649900
1998-09-01 38.813495696581200
1998-10-01 38.992323275879000
1998-11-01 39.106490220878000
1998-12-01 38.906573396436210
1999-01-01 38.439633820764900
1999-02-01 38.944098028719000
1999-03-01 39.000513077513900
1999-04-01 39.200814067300210
1999-05-01 39.256003944821500
1999-06-01 39.153743681574000
1999-07-01 39.314466394146294
1999-08-01 39.430214237901204
1999-09-01 39.588948908253300
1999-10-01 39.384291003986704
1999-11-01 39.713216601172500
1999-12-01 39.781483442016100
2000-01-01 40.308879752457706
2000-02-01 40.108829024216700
2000-03-01 40.440114729232000
2000-04-01 40.525670888855000
2000-05-01 40.714122003849300
2000-06-01 40.647021629545605
2000-07-01 40.656637853991900
2000-08-01 41.201856970563895
2000-09-01 41.343897772295605
2000-10-01 41.588041240092004
2000-11-01 41.533373032295610
2000-12-01 41.860082087586100
2001-01-01 41.647803053395705
2001-02-01 42.184958863479295
2001-03-01 41.964679532446105
2001-04-01 42.156257371385600
2001-05-01 42.273837366183200
2001-06-01 42.202084289605800
2001-07-01 42.076831893109900
2001-08-01 42.137614217702996
2001-09-01 42.244286618428300
2001-10-01 42.212333890372000
2001-11-01 42.310867014996900
2001-12-01 42.498675599834705
2002-01-01 42.341257005001005
2002-02-01 42.545057216620100
2002-03-01 42.584939360110400
2002-04-01 42.590336817757600
2002-05-01 42.854210496539295
2002-06-01 43.019264767391704
2002-07-01 43.090183484168210
2002-08-01 43.057948720809900
2002-09-01 43.158681799327600
2002-10-01 43.458729976262700
2002-11-01 43.494364953757604
2002-12-01 43.369127559359600
2003-01-01 43.322629817031100
2003-02-01 43.178045780932294
2003-03-01 43.379967761786100
2003-04-01 43.307257520320704
2003-05-01 43.043546407197600
2003-06-01 43.112436490208500
2003-07-01 43.510416822245500
2003-08-01 43.278429265453900
2003-09-01 42.420864030145395
2003-10-01 42.126003843777795
2003-11-01 42.208501194007400
2003-12-01 42.179525533288400
2004-01-01 42.346926842714400
2004-02-01 42.181971385602395
2004-03-01 42.275875649263400
2004-04-01 42.395002393976995
2004-05-01 42.138133130732500
2004-06-01 42.730381764280000
2004-07-01 43.356340616885700
2004-08-01 43.122245605033210
2004-09-01 42.570528036386300
2004-10-01 42.683318316830800
2004-11-01 42.685368429656000
2004-12-01 42.973978865433295
2005-01-01 43.199720285422900
2005-02-01 43.358896217199000
2005-03-01 43.353283810818600
2005-04-01 43.345900470192300
2005-05-01 43.096743871921900
2005-06-01 43.702159754257500
2005-07-01 44.245272336014100
2005-08-01 44.117908686003300
2005-09-01 44.035233323245200
2005-10-01 44.002300968180290
2005-11-01 44.043076681003000
2005-12-01 44.038488830253200
2006-01-01 44.157422995836000
2006-02-01 44.305945580175600
2006-03-01 44.545203482960500
2006-04-01 44.472255536293600
2006-05-01 44.546123587006900
2006-06-01 44.615572480498100
2006-07-01 44.454002198369210
2006-08-01 44.763233771283396
2006-09-01 44.691338953790705
2006-10-01 44.703046683789300
2006-11-01 44.862077790925100
2006-12-01 45.066051352762610
2007-01-01 45.116172170123800
2007-02-01 45.257542146255204
2007-03-01 45.253738159802600
2007-04-01 45.300213399339896
2007-05-01 45.603024438198990
2007-06-01 45.458236010284300
2007-07-01 45.188473440411606
2007-08-01 45.443982225675500
2007-09-01 45.638738156226594
2007-10-01 45.772167146659500
2007-11-01 45.834843843423900
2007-12-01 45.754326886976610
2008-01-01 45.981217201309700
2008-02-01 46.021303577086705
2008-03-01 46.071747116778000
2008-04-01 46.338069628006200
2008-05-01 46.488806831283900
2008-06-01 46.522721951329700
2008-07-01 46.839979746844300
2008-08-01 46.858309539177704
2008-09-01 46.842631500133490
2008-10-01 47.128644217655110
2008-11-01 47.071274142877400
2008-12-01 47.215173625243104
2009-01-01 47.355682146293600
2009-02-01 47.510792875271900
2009-03-01 47.581308503800000
2009-04-01 47.804208377040900
2009-05-01 48.183668612708900
2009-06-01 47.793753823521700
2009-07-01 47.884689701704204
2009-08-01 47.758909586598996
2009-09-01 47.821651212003900
2009-10-01 47.874099653933500
2009-11-01 48.006760176030596
2009-12-01 48.169004594212105
2010-01-01 48.239201560704500
2010-02-01 48.109256488690210
2010-03-01 48.079950363533705
2010-04-01 48.416030788024300
2010-05-01 48.609788403884200
2010-06-01 47.948280118839904
2010-07-01 48.522265100677700
2010-08-01 48.845091413466704
2010-09-01 48.572618517556490
2010-10-01 49.013733067342900
2010-11-01 49.238473501185000
2010-12-01 49.236551289608094
2011-01-01 49.225335674849504
2011-02-01 49.421906183057395
2011-03-01 49.346341018483400
2011-04-01 49.548791720495700
2011-05-01 49.639657179183500
2011-06-01 49.826210471731100
2011-07-01 49.674958158006300
2011-08-01 49.792168888681400
2011-09-01 49.911087106349200
2011-10-01 49.857595698467904
2011-11-01 49.980858557053100
2011-12-01 50.124084805869295
2012-01-01 50.017647856832596
2012-02-01 50.028610696352000
2012-03-01 50.311456219657400
2012-04-01 50.190957365833995
2012-05-01 50.285967436789400
2012-06-01 50.369390399474700
2012-07-01 50.420160817490704
2012-08-01 50.312571456981600
2012-09-01 50.551898913750600
2012-10-01 50.606647889757900
2012-11-01 50.533924411123900
2012-12-01 50.625887650003300
2013-01-01 50.705761850018100
2013-02-01 51.237169499641700
2013-03-01 51.081150324325000
2013-04-01 51.113869755225004
2013-05-01 51.343563804232700
2013-06-01 51.319645511680406
2013-07-01 51.649149161776290
2013-08-01 51.739767950858095
2013-09-01 51.903432914788894
2013-10-01 52.144930325296200
2013-11-01 52.182027427851900
2013-12-01 52.123480012858200
2014-01-01 52.423803130628800
2014-02-01 52.326844184276105
2014-03-01 52.668998374612706
2014-04-01 52.507601832877900
2014-05-01 52.717190799248290
2014-06-01 52.558307771234500
2014-07-01 52.761833746230500
2014-08-01 53.059941521473206
2014-09-01 53.069935632129200
2014-10-01 53.097715713759900
2014-11-01 53.245155584992700
2014-12-01 53.311192796731795
2015-01-01 53.534119749995696
2015-02-01 53.817740746433000
2015-03-01 53.689645206521400
2015-04-01 53.782281188904400
2015-05-01 53.596222975410900
2015-06-01 54.084268614061000
2015-07-01 54.080031674002600
2015-08-01 54.266889708286000
2015-09-01 53.941716321279400
2015-10-01 54.355066373025000
2015-11-01 54.507702947516300
2015-12-01 54.683090721540100
2016-01-01 54.767455138716200
2016-02-01 54.898829691962100
2016-03-01 55.034340064792700
2016-04-01 55.163241240165700
2016-05-01 55.069646119189500
2016-06-01 55.077174213165506
2016-07-01 55.401292413526704
2016-08-01 55.245893982663600
2016-09-01 55.510798653553600
2016-10-01 55.617384766658894
2016-11-01 55.777793506604500
2016-12-01 55.751814210610505
2017-01-01 55.693401523701800
2017-02-01 55.897176877942000
2017-03-01 55.895108088109296
2017-04-01 56.070214754619290
2017-05-01 56.029960835770800
2017-06-01 56.468649411682300
2017-07-01 56.611865494508490
2017-08-01 56.708686976368110
2017-09-01 56.975019648809610
2017-10-01 57.174814256127300
2017-11-01 57.245914889664604
2017-12-01 57.540941584204795
2018-01-01 57.327575859920600
2018-02-01 57.903480706161794
2018-03-01 58.144458394206400
2018-04-01 58.494516771501890
2018-05-01 58.574671277261800
2018-06-01 58.554622554803800
2018-07-01 58.419106109618400
2018-08-01 58.440265995396096
2018-09-01 58.648772628836100
2018-10-01 58.745644258227800
2018-11-01 58.818097897343600
2018-12-01 59.180684337511800
2019-01-01 59.123797313409300
2019-02-01 59.533635164194400
2019-03-01 59.697023954780290
2019-04-01 59.737173726288900
2019-05-01 60.281087452003000
2019-06-01 59.916872328049900
2019-07-01 60.234477413838900
2019-08-01 60.451519237677600
2019-09-01 60.523360697631794
2019-10-01 60.748212198565100
2019-11-01 60.900859579388296
2019-12-01 61.047962564150296
2020-01-01 61.500934995901300
2020-02-01 61.268504686300000
2020-03-01 61.217979551765500
2020-04-01 54.613902906805000
2020-05-01 56.574352049941204
2020-06-01 57.611559341652790
2020-07-01 58.088644598044205
2020-08-01 58.724512756830600
2020-09-01 59.052034499282506
2020-10-01 59.525503846916510
2020-11-01 59.646172545089904
2020-12-01 58.946337198493600
2021-01-01 59.907336251640610
2021-02-01 60.094524792453800
2021-03-01 60.523999138023100
2021-04-01 60.612078931113300
2021-05-01 60.653227745138800
2021-06-01 60.885165179718200
2021-07-01 61.015767468778290
2021-08-01 61.074711023190204
2021-09-01 60.664275728010800
2021-10-01 61.286042521980200
2021-11-01 61.661957637317290
2021-12-01 61.709433652144900
2022-01-01 62.480668723452794
2022-02-01 62.484992473881206
2022-03-01 62.780947607035600
2022-04-01 63.304362514649200
2022-05-01 63.840756326932000
2022-06-01 63.950503354908600
2022-07-01 64.245081091423900
2022-08-01 64.676400427379110
2022-09-01 65.076455025479290
2022-10-01 65.225913836733000
2022-11-01 65.561259117009300
2022-12-01 66.052658086980800
2023-01-01 66.576905246885200
2023-02-01 66.644436800107700
2023-03-01 67.028811528802210
2023-04-01 67.271035011212390
2023-05-01 67.614533254111600
2023-06-01 68.042121992282000
2023-07-01 68.307324443580600
2023-08-01 68.508438562390610
2023-09-01 68.683388563045800
2023-10-01 69.163051384727900
2023-11-01 69.365002077453800
2023-12-01 69.762927172711900
2024-01-01 69.581730626507400
2024-02-01 70.398186975839100
2024-03-01 70.570650358741900
2024-04-01 70.639042454740400
2024-05-01 70.795664763310200
2024-06-01 71.045607438371490
2024-07-01 71.149846875424800
2024-08-01 71.447599003895800
2024-09-01 71.699011910349090
2024-10-01 71.780456324655200

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