Federal Reserve Economic Data

Table Data - All Employees: Other Services in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Other Services in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442SRVO
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 2024-12-01
Last Updated 2025-01-29 5:19 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 12.198316396134501
1990-02-01 12.257424725007000
1990-03-01 12.301655430306198
1990-04-01 12.397565359300199
1990-05-01 12.392071337578800
1990-06-01 12.538892509733200
1990-07-01 12.287065264706000
1990-08-01 12.253606636133801
1990-09-01 12.241751689120300
1990-10-01 12.330501653535200
1990-11-01 12.350268448708000
1990-12-01 12.355239440407200
1991-01-01 13.097402161942101
1991-02-01 12.955939270330000
1991-03-01 12.901648561522999
1991-04-01 12.697242562816500
1991-05-01 12.688737902229500
1991-06-01 12.836411621431400
1991-07-01 12.888328520184801
1991-08-01 12.849580854889900
1991-09-01 12.834901441729300
1991-10-01 12.835967841951803
1991-11-01 12.861054943940498
1991-12-01 12.869753442403601
1992-01-01 12.896351029857199
1992-02-01 12.850208121978300
1992-03-01 12.893684289949400
1992-04-01 12.895379055029500
1992-05-01 12.886284853139601
1992-06-01 12.937015845227199
1992-07-01 12.983747745482301
1992-08-01 13.042093066267900
1992-09-01 13.120903420264199
1992-10-01 13.145575697853000
1992-11-01 13.173831529504199
1992-12-01 13.297304111936400
1993-01-01 13.199774800086999
1993-02-01 13.249470006298400
1993-03-01 13.281745533871600
1993-04-01 13.288819666721599
1993-05-01 13.481214780801900
1993-06-01 13.432573266913499
1993-07-01 13.477363446238598
1993-08-01 13.529055891273801
1993-09-01 13.498110583744200
1993-10-01 13.561122633533301
1993-11-01 13.587943221080500
1993-12-01 13.630369197635200
1994-01-01 13.821064436176000
1994-02-01 13.851449297191500
1994-03-01 13.870406478556800
1994-04-01 13.978455432623400
1994-05-01 13.967347138361498
1994-06-01 14.019073512729900
1994-07-01 13.967980572513301
1994-08-01 14.006529876156199
1994-09-01 14.081531293948200
1994-10-01 14.285265855894500
1994-11-01 13.999819136422000
1994-12-01 13.864352925295300
1995-01-01 14.045976292482200
1995-02-01 14.067645636461101
1995-03-01 14.070867338194900
1995-04-01 13.954322930794302
1995-05-01 13.849042369438100
1995-06-01 13.789157652550301
1995-07-01 13.858054639810100
1995-08-01 13.781372229848799
1995-09-01 13.873600023815000
1995-10-01 14.014297648653800
1995-11-01 14.112820038951302
1995-12-01 14.095572097196600
1996-01-01 13.975198342062800
1996-02-01 14.181623894596200
1996-03-01 14.269533099071400
1996-04-01 14.227885203164300
1996-05-01 14.533452609039800
1996-06-01 14.360732963319100
1996-07-01 14.442082491816599
1996-08-01 14.458999432996500
1996-09-01 14.472988423901600
1996-10-01 14.341612066624400
1996-11-01 14.325713213958199
1996-12-01 14.121552053071600
1997-01-01 14.195502238401101
1997-02-01 14.304722749510300
1997-03-01 14.267684788825800
1997-04-01 14.308066864224100
1997-05-01 14.316730858517600
1997-06-01 14.335529748464500
1997-07-01 14.220865738060000
1997-08-01 14.333463295297100
1997-09-01 14.267052402054600
1997-10-01 14.267437912470100
1997-11-01 14.350768078429502
1997-12-01 14.448368297695598
1998-01-01 14.415068226917901
1998-02-01 14.317812984222801
1998-03-01 14.365511643714800
1998-04-01 14.598992273887902
1998-05-01 14.592573074720399
1998-06-01 14.708143347427600
1998-07-01 14.700512598090599
1998-08-01 14.716100083290500
1998-09-01 14.664516884329501
1998-10-01 14.787508660143900
1998-11-01 14.881907314208698
1998-12-01 14.876741684139900
1999-01-01 15.018083761139100
1999-02-01 15.132451679308300
1999-03-01 15.163014449639300
1999-04-01 15.296151046108500
1999-05-01 15.068524251695301
1999-06-01 15.075981059692198
1999-07-01 15.188268878161301
1999-08-01 15.199105203030100
1999-09-01 15.359934663904701
1999-10-01 15.404950947368100
1999-11-01 15.413750056511200
1999-12-01 15.517086019069500
2000-01-01 15.513678316172700
2000-02-01 15.532024707510299
2000-03-01 15.657223276332200
2000-04-01 15.598413397691500
2000-05-01 15.645984149834199
2000-06-01 15.551019568932600
2000-07-01 15.682467555092800
2000-08-01 15.696962294794500
2000-09-01 15.848762646073200
2000-10-01 15.513088545401402
2000-11-01 15.534731143936000
2000-12-01 15.749619352446100
2001-01-01 15.509549664114498
2001-02-01 15.541942113467300
2001-03-01 15.451479917726900
2001-04-01 15.499554644802300
2001-05-01 15.628526563700301
2001-06-01 15.729972422804199
2001-07-01 15.689033729325500
2001-08-01 15.589795300231600
2001-09-01 15.631835999240700
2001-10-01 15.714499645084400
2001-11-01 15.740325198602400
2001-12-01 15.782411800263400
2002-01-01 15.915116088311901
2002-02-01 15.948952957188899
2002-03-01 16.055527610259900
2002-04-01 15.992184210747700
2002-05-01 16.018625621132802
2002-06-01 16.114384650010300
2002-07-01 15.997633257887301
2002-08-01 16.188253091268500
2002-09-01 16.114068629304600
2002-10-01 16.112412593467300
2002-11-01 16.237634522144102
2002-12-01 16.198089276162698
2003-01-01 16.426339086681000
2003-02-01 16.460602000030597
2003-03-01 16.455550072813402
2003-04-01 16.576786282871097
2003-05-01 16.722279269135500
2003-06-01 16.713799675182600
2003-07-01 16.814545956136900
2003-08-01 16.783906958706800
2003-09-01 16.896080262957803
2003-10-01 16.898591179600597
2003-11-01 16.925446383679600
2003-12-01 17.108765638198700
2004-01-01 16.843045474346800
2004-02-01 16.957996168550597
2004-03-01 17.056422505634803
2004-04-01 17.168233727672400
2004-05-01 17.137203064459500
2004-06-01 17.234232491781498
2004-07-01 17.117149101302800
2004-08-01 17.189632340121400
2004-09-01 17.173940662865100
2004-10-01 17.277223055249500
2004-11-01 17.215177029073600
2004-12-01 16.998903084435100
2005-01-01 16.859966871514600
2005-02-01 16.956457414148600
2005-03-01 16.949209701090500
2005-04-01 16.972759082309700
2005-05-01 16.861121008805200
2005-06-01 16.867902310141698
2005-07-01 16.923317683017900
2005-08-01 16.890936510769000
2005-09-01 16.850025083325000
2005-10-01 16.744618422917000
2005-11-01 16.797638818105900
2005-12-01 16.881461966279700
2006-01-01 16.880546053541100
2006-02-01 16.951263110064300
2006-03-01 16.947821071170303
2006-04-01 16.896353856692800
2006-05-01 16.886747807737400
2006-06-01 16.694533458913600
2006-07-01 16.715263702917900
2006-08-01 16.690090488665800
2006-09-01 16.730810597233000
2006-10-01 16.724599559652600
2006-11-01 16.585055397107600
2006-12-01 16.563261042399300
2007-01-01 16.492022777020498
2007-02-01 16.538574125379903
2007-03-01 16.444504790908102
2007-04-01 16.428441956967300
2007-05-01 16.410472480427200
2007-06-01 16.415361655964500
2007-07-01 16.418545842057700
2007-08-01 16.286075828796300
2007-09-01 16.213079829733200
2007-10-01 16.198592869089100
2007-11-01 16.168278309373900
2007-12-01 16.154474184111802
2008-01-01 16.204816768989600
2008-02-01 16.025634976591700
2008-03-01 16.152727044696500
2008-04-01 16.156046414291300
2008-05-01 16.227236691341698
2008-06-01 16.222611298751400
2008-07-01 16.411768521117303
2008-08-01 16.581419583888100
2008-09-01 16.704294687389300
2008-10-01 16.786662642986300
2008-11-01 16.959903548618698
2008-12-01 16.352634449193500
2009-01-01 16.208093101535802
2009-02-01 16.217245555778600
2009-03-01 16.261742449524300
2009-04-01 16.070590949741100
2009-05-01 16.132950939024000
2009-06-01 16.124990697634900
2009-07-01 16.012772016024698
2009-08-01 15.983113373503200
2009-09-01 15.898411348217302
2009-10-01 15.767510619852100
2009-11-01 15.853666732526200
2009-12-01 15.860486241477700
2010-01-01 16.117891014535900
2010-02-01 16.116207677949300
2010-03-01 16.066792168663600
2010-04-01 16.171467362399100
2010-05-01 16.227160617208400
2010-06-01 16.315339758893100
2010-07-01 16.410226363067200
2010-08-01 16.487909026934200
2010-09-01 16.603898161491300
2010-10-01 16.769723759286800
2010-11-01 17.059415312829000
2010-12-01 16.669405601474900
2011-01-01 16.614674166453100
2011-02-01 16.609943908128700
2011-03-01 16.568095783270700
2011-04-01 16.664950451808300
2011-05-01 16.507291132780900
2011-06-01 16.510778173117600
2011-07-01 16.517639214956400
2011-08-01 16.505332499467300
2011-09-01 16.411271428455200
2011-10-01 16.367739422033100
2011-11-01 16.364296240720400
2011-12-01 16.372133890423502
2012-01-01 16.410408037855802
2012-02-01 16.405015010285698
2012-03-01 16.565092760584700
2012-04-01 16.363512714573600
2012-05-01 16.392141374634800
2012-06-01 16.296581340252700
2012-07-01 16.320412307381197
2012-08-01 16.223150256176200
2012-09-01 16.232484697705900
2012-10-01 16.181901823163000
2012-11-01 15.961263099247600
2012-12-01 15.763690633500000
2013-01-01 15.784467500540600
2013-02-01 15.707166701122802
2013-03-01 15.659951918973801
2013-04-01 15.574321251674100
2013-05-01 15.485271933833802
2013-06-01 15.394446815057800
2013-07-01 15.229609986366599
2013-08-01 15.136301242021199
2013-09-01 15.045638934709599
2013-10-01 14.985540718731900
2013-11-01 14.937455614604099
2013-12-01 14.949927991473599
2014-01-01 14.866049059145201
2014-02-01 14.823080592704502
2014-03-01 14.756071459653802
2014-04-01 14.790953086207800
2014-05-01 14.792342265765400
2014-06-01 14.682691517611900
2014-07-01 14.639420670223200
2014-08-01 14.642377708886700
2014-09-01 14.660092428725300
2014-10-01 14.588444525136499
2014-11-01 14.606462429835000
2014-12-01 14.634870098771401
2015-01-01 14.642466550854499
2015-02-01 14.740363001862500
2015-03-01 14.663482980730500
2015-04-01 14.508523502000100
2015-05-01 14.509370141975700
2015-06-01 14.583464640027199
2015-07-01 14.544054001205900
2015-08-01 14.438498390881600
2015-09-01 14.364474258218000
2015-10-01 14.371522036621300
2015-11-01 14.468431768209400
2015-12-01 14.534190077869502
2016-01-01 14.638410892198700
2016-02-01 14.556145493025598
2016-03-01 14.679644580664199
2016-04-01 14.719456679080801
2016-05-01 14.836654246714803
2016-06-01 14.879497745121698
2016-07-01 15.028297228822300
2016-08-01 15.224880678348901
2016-09-01 15.574425202018500
2016-10-01 15.752519402017400
2016-11-01 15.446278420934801
2016-12-01 14.932190861078801
2017-01-01 14.945569186926200
2017-02-01 15.062569383483200
2017-03-01 15.105363221920700
2017-04-01 15.130338565355000
2017-05-01 15.051728233255501
2017-06-01 15.090357781168000
2017-07-01 14.902872180797601
2017-08-01 14.911790325941100
2017-09-01 14.966192983041301
2017-10-01 15.025859326000301
2017-11-01 14.924410914523499
2017-12-01 15.140357645811100
2018-01-01 15.279780392805300
2018-02-01 15.272039224374700
2018-03-01 15.336576238306698
2018-04-01 15.328489106812802
2018-05-01 15.354317392489800
2018-06-01 15.387681642273300
2018-07-01 15.469277570116198
2018-08-01 15.503067693210001
2018-09-01 15.460814286311300
2018-10-01 15.512756458833900
2018-11-01 15.720530884099300
2018-12-01 15.344397705222600
2019-01-01 15.515408693448000
2019-02-01 15.574591093653900
2019-03-01 15.566798299242500
2019-04-01 15.617927554500199
2019-05-01 15.548219554304800
2019-06-01 15.597154478169800
2019-07-01 15.635348357881300
2019-08-01 15.594073431848600
2019-09-01 15.446193969214098
2019-10-01 15.509521025202801
2019-11-01 15.409987659143699
2019-12-01 15.658622248490401
2020-01-01 15.556533420689400
2020-02-01 15.783565152735800
2020-03-01 15.683695911026100
2020-04-01 11.298037719414198
2020-05-01 11.643017578681400
2020-06-01 12.498633178221800
2020-07-01 13.602666358471000
2020-08-01 13.886212656088300
2020-09-01 14.239445308258400
2020-10-01 14.723680913616400
2020-11-01 14.509418108287400
2020-12-01 13.666163202719199
2021-01-01 13.679309190535200
2021-02-01 13.689643604966900
2021-03-01 13.788832580729300
2021-04-01 13.880851243448500
2021-05-01 13.940075271477301
2021-06-01 14.007232440704902
2021-07-01 13.984082616236200
2021-08-01 13.980146371811700
2021-09-01 13.930655749187900
2021-10-01 13.934383229251900
2021-11-01 14.004402174584401
2021-12-01 14.077640506726400
2022-01-01 14.788199812128902
2022-02-01 14.904872678618199
2022-03-01 14.984796054907902
2022-04-01 15.164664409905100
2022-05-01 15.138802860710099
2022-06-01 15.201862110410600
2022-07-01 15.379667416366901
2022-08-01 15.475607809611500
2022-09-01 15.533014225732200
2022-10-01 15.843141013696101
2022-11-01 15.616401446685801
2022-12-01 15.287519337574999
2023-01-01 15.476233538094700
2023-02-01 15.406979744864900
2023-03-01 15.575501635894199
2023-04-01 15.555031096994199
2023-05-01 15.544972473729400
2023-06-01 15.502194623433300
2023-07-01 15.480842283261302
2023-08-01 15.469890963230400
2023-09-01 15.539909571614300
2023-10-01 15.441010302940500
2023-11-01 15.527790497642698
2023-12-01 15.499102883132600
2024-01-01 15.762158139616401
2024-02-01 15.706957826389000
2024-03-01 15.264753680694700
2024-04-01 15.151062805193000
2024-05-01 15.349149900420699
2024-06-01 15.399251453136100
2024-07-01 15.384532191134200
2024-08-01 15.365631140680199
2024-09-01 15.248483191235499
2024-10-01 15.338009376853499
2024-11-01 15.242270476600401
2024-12-01 15.401964950565800

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