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 2024-11-01
Last Updated 2024-12-21 6:24 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 12.198365815570499
1990-02-01 12.257556508203699
1990-03-01 12.301753600086698
1990-04-01 12.397628565658200
1990-05-01 12.392150955608999
1990-06-01 12.538909380866802
1990-07-01 12.287023045038099
1990-08-01 12.253550302394700
1990-09-01 12.241718071330800
1990-10-01 12.330448155575302
1990-11-01 12.350189865888600
1990-12-01 12.355079156892300
1991-01-01 13.097449174717300
1991-02-01 12.956058929951801
1991-03-01 12.901738065541599
1991-04-01 12.697300361521098
1991-05-01 12.688819043012801
1991-06-01 12.836425814180200
1991-07-01 12.888290254813900
1991-08-01 12.849530878663900
1991-09-01 12.834872327369700
1991-10-01 12.835921056468699
1991-11-01 12.860987345494198
1991-12-01 12.869612649750400
1992-01-01 12.896388173966300
1992-02-01 12.850307974148901
1992-03-01 12.893758742703400
1992-04-01 12.895424576715800
1992-05-01 12.886361085321500
1992-06-01 12.937022442964599
1992-07-01 12.983718185692899
1992-08-01 13.042054823237901
1992-09-01 13.120877577834900
1992-10-01 13.145539032292099
1992-11-01 13.173786146406600
1992-12-01 13.297204405399699
1993-01-01 13.199797424936198
1993-02-01 13.249534078695700
1993-03-01 13.281797001585801
1993-04-01 13.288851486810401
1993-05-01 13.481276910976000
1993-06-01 13.432576024038001
1993-07-01 13.477345139604800
1993-08-01 13.529031462212400
1993-09-01 13.498091458941200
1993-10-01 13.561098405502800
1993-11-01 13.587919822148098
1993-12-01 13.630303253176802
1994-01-01 13.821075562328902
1994-02-01 13.851482623247600
1994-03-01 13.870435936939002
1994-04-01 13.978471935071900
1994-05-01 13.967397290364700
1994-06-01 14.019071283772700
1994-07-01 13.967970740712800
1994-08-01 14.006516992507000
1994-09-01 14.081518222815400
1994-10-01 14.285252058362300
1994-11-01 13.999812096199400
1994-12-01 13.864322374090200
1995-01-01 14.045980048462800
1995-02-01 14.067652812299400
1995-03-01 14.070879246285800
1995-04-01 13.954330306726902
1995-05-01 13.849074379274700
1995-06-01 13.789157251381400
1995-07-01 13.858050648401699
1995-08-01 13.781366753299400
1995-09-01 13.873594504058799
1995-10-01 14.014290606929300
1995-11-01 14.112817601741801
1995-12-01 14.095554636506200
1996-01-01 13.975200005556900
1996-02-01 14.181626308561402
1996-03-01 14.269539308943500
1996-04-01 14.227887606175000
1996-05-01 14.533468797080300
1996-06-01 14.360732737034900
1996-07-01 14.442080818259000
1996-08-01 14.458997203959400
1996-09-01 14.472985980436402
1996-10-01 14.341608007431100
1996-11-01 14.325711482371302
1996-12-01 14.121547238023600
1997-01-01 14.195502201438902
1997-02-01 14.304723180424700
1997-03-01 14.267688448452500
1997-04-01 14.308068467906198
1997-05-01 14.316733957975800
1997-06-01 14.335530634549599
1997-07-01 14.220865857232600
1997-08-01 14.333462776680200
1997-09-01 14.267051418847101
1997-10-01 14.267436020857000
1997-11-01 14.350767421315100
1997-12-01 14.448365770004802
1998-01-01 14.415068485369500
1998-02-01 14.317813349514802
1998-03-01 14.365513652139098
1998-04-01 14.598992922775500
1998-05-01 14.592574620641802
1998-06-01 14.708143105506199
1998-07-01 14.700512402509197
1998-08-01 14.716099650211800
1998-09-01 14.664516193315698
1998-10-01 14.787507934274900
1998-11-01 14.881907088349500
1998-12-01 14.876741253340900
1999-01-01 15.018084120542099
1999-02-01 15.132452075459400
1999-03-01 15.163015245721200
1999-04-01 15.296151425651300
1999-05-01 15.068524954191899
1999-06-01 15.075980180785901
1999-07-01 15.188268499477699
1999-08-01 15.199105020912302
1999-09-01 15.359933916531999
1999-10-01 15.404950283073900
1999-11-01 15.413750203576500
1999-12-01 15.517086447887400
2000-01-01 15.513679000768600
2000-02-01 15.532025411676900
2000-03-01 15.657224110973198
2000-04-01 15.598413876750500
2000-05-01 15.645984412839901
2000-06-01 15.551018369042001
2000-07-01 15.682466855524600
2000-08-01 15.696961797895500
2000-09-01 15.848761038824401
2000-10-01 15.513086850544800
2000-11-01 15.534730146242700
2000-12-01 15.749621223131498
2001-01-01 15.509555029454500
2001-02-01 15.541941848996998
2001-03-01 15.451479947046002
2001-04-01 15.499554903566000
2001-05-01 15.628527017380700
2001-06-01 15.729971468640699
2001-07-01 15.689032985710499
2001-08-01 15.589794663193100
2001-09-01 15.631833413068700
2001-10-01 15.714494022309502
2001-11-01 15.740322338922699
2001-12-01 15.782416194461600
2002-01-01 15.915127979539001
2002-02-01 15.948950914718900
2002-03-01 16.055526300426000
2002-04-01 15.992184228399400
2002-05-01 16.018626737327800
2002-06-01 16.114384743583802
2002-07-01 15.997633686725800
2002-08-01 16.188253535316502
2002-09-01 16.114066864522500
2002-10-01 16.112393818271600
2002-11-01 16.237631431494400
2002-12-01 16.198097235262100
2003-01-01 16.426358703865500
2003-02-01 16.460599640228900
2003-03-01 16.455548829228600
2003-04-01 16.576786099758700
2003-05-01 16.722278575741300
2003-06-01 16.713810570949100
2003-07-01 16.814540804690100
2003-08-01 16.783901896753303
2003-09-01 16.896074798769000
2003-10-01 16.898558116963198
2003-11-01 16.925445515754600
2003-12-01 17.108780524623100
2004-01-01 16.843074582119200
2004-02-01 16.958000907791200
2004-03-01 17.056427118896900
2004-04-01 17.168236514877698
2004-05-01 17.137199510771598
2004-06-01 17.234248513040303
2004-07-01 17.117129002094400
2004-08-01 17.189611412059600
2004-09-01 17.173924497439600
2004-10-01 17.277176571217900
2004-11-01 17.215182791235400
2004-12-01 16.998931339586900
2005-01-01 16.860012670804903
2005-02-01 16.956477520066800
2005-03-01 16.949228177001600
2005-04-01 16.972772897953500
2005-05-01 16.861118224438000
2005-06-01 16.867930464809300
2005-07-01 16.923270781767098
2005-08-01 16.890871768210200
2005-09-01 16.849944625227300
2005-10-01 16.744482958196900
2005-11-01 16.797797093366600
2005-12-01 16.881520456901000
2006-01-01 16.880604550785800
2006-02-01 16.951291194169098
2006-03-01 16.947842010479200
2006-04-01 16.896404149929800
2006-05-01 16.886733416033800
2006-06-01 16.694551633348900
2006-07-01 16.715185038202800
2006-08-01 16.689979412794100
2006-09-01 16.730665707282400
2006-10-01 16.724376348286000
2006-11-01 16.585375940565900
2006-12-01 16.563359420572300
2007-01-01 16.492073331557698
2007-02-01 16.538617950909700
2007-03-01 16.444531314905902
2007-04-01 16.428528086715400
2007-05-01 16.410445218646300
2007-06-01 16.415370711043902
2007-07-01 16.418438551843700
2007-08-01 16.285923925821400
2007-09-01 16.212876774186000
2007-10-01 16.198274228989302
2007-11-01 16.168760388293600
2007-12-01 16.154611029888300
2008-01-01 16.204855027772300
2008-02-01 16.025688717538902
2008-03-01 16.152750916535500
2008-04-01 16.156163690157800
2008-05-01 16.227192323173400
2008-06-01 16.222591874342697
2008-07-01 16.411648461968998
2008-08-01 16.581258887597100
2008-09-01 16.704089443151500
2008-10-01 16.786334949944500
2008-11-01 16.960398440320700
2008-12-01 16.352787648655600
2009-01-01 16.208116059675700
2009-02-01 16.217309259861200
2009-03-01 16.261771050851400
2009-04-01 16.070711168333300
2009-05-01 16.132905564305900
2009-06-01 16.124960475663800
2009-07-01 16.012659310742300
2009-08-01 15.982961863647500
2009-09-01 15.898213524969899
2009-10-01 15.767173108851700
2009-11-01 15.854153255332902
2009-12-01 15.860659235956100
2010-01-01 16.117898064111100
2010-02-01 16.116255948603900
2010-03-01 16.066808190660200
2010-04-01 16.171579922345700
2010-05-01 16.227112051257100
2010-06-01 16.315295418377200
2010-07-01 16.410137495400400
2010-08-01 16.487797282510100
2010-09-01 16.603760273066300
2010-10-01 16.769471665662902
2010-11-01 17.059744630936600
2010-12-01 16.669573913849000
2011-01-01 16.614659905555100
2011-02-01 16.609983198976200
2011-03-01 16.568111902401302
2011-04-01 16.665027610122100
2011-05-01 16.507255000968000
2011-06-01 16.510743452336200
2011-07-01 16.517578951683700
2011-08-01 16.505261477426600
2011-09-01 16.411192272415000
2011-10-01 16.367573444373900
2011-11-01 16.364459950230300
2011-12-01 16.372289272870802
2012-01-01 16.410393859395100
2012-02-01 16.405018788756500
2012-03-01 16.565103151423600
2012-04-01 16.363582288837400
2012-05-01 16.392119497301300
2012-06-01 16.296560508340000
2012-07-01 16.320382582525200
2012-08-01 16.223113769131000
2012-09-01 16.232450047233100
2012-10-01 16.181825191748700
2012-11-01 15.961242976288100
2012-12-01 15.763781848753400
2013-01-01 15.784520423199801
2013-02-01 15.707128308193400
2013-03-01 15.659960569494500
2013-04-01 15.574392481314499
2013-05-01 15.485291092208800
2013-06-01 15.394476190446000
2013-07-01 15.229622423020801
2013-08-01 15.136284627122600
2013-09-01 15.045586655862700
2013-10-01 14.985455484172700
2013-11-01 14.937202105189600
2013-12-01 14.950070723229699
2014-01-01 14.866204141127500
2014-02-01 14.822985443555500
2014-03-01 14.756070062814100
2014-04-01 14.791059568504900
2014-05-01 14.792407596445901
2014-06-01 14.682787197360700
2014-07-01 14.639491128782899
2014-08-01 14.642407542992200
2014-09-01 14.660075049612999
2014-10-01 14.588434884436800
2014-11-01 14.605429811627300
2014-12-01 14.635168701073699
2015-01-01 14.642821372825301
2015-02-01 14.740330924821698
2015-03-01 14.663538272657900
2015-04-01 14.508675986657000
2015-05-01 14.509510313364801
2015-06-01 14.583631837108600
2015-07-01 14.544164989696000
2015-08-01 14.438572328927900
2015-09-01 14.364515048410802
2015-10-01 14.371620015108302
2015-11-01 14.465698257678499
2015-12-01 14.535371325442100
2016-01-01 14.638987192285700
2016-02-01 14.556265771272200
2016-03-01 14.679826684612200
2016-04-01 14.719712560362801
2016-05-01 14.836874602511699
2016-06-01 14.879696470772199
2016-07-01 15.028384451906600
2016-08-01 15.224907694334600
2016-09-01 15.574412956101500
2016-10-01 15.752605863434699
2016-11-01 15.441498840982598
2016-12-01 14.934839792234198
2017-01-01 14.946298621008198
2017-02-01 15.063183204976400
2017-03-01 15.105788701443600
2017-04-01 15.130290140559600
2017-05-01 15.052335815785902
2017-06-01 15.090591298580899
2017-07-01 14.902759911088701
2017-08-01 14.911601190769801
2017-09-01 14.965867051243400
2017-10-01 15.025605614354800
2017-11-01 14.917644685880198
2017-12-01 15.145002851264600
2018-01-01 15.280897614734800
2018-02-01 15.273312928253100
2018-03-01 15.337298230146999
2018-04-01 15.328099411000600
2018-05-01 15.355171747837000
2018-06-01 15.387756993623400
2018-07-01 15.468783219681999
2018-08-01 15.502473992766000
2018-09-01 15.460023642628200
2018-10-01 15.512067351508900
2018-11-01 15.712957399427099
2018-12-01 15.350388265631300
2019-01-01 15.516968148083901
2019-02-01 15.576641849733601
2019-03-01 15.567906442585402
2019-04-01 15.617241003341698
2019-05-01 15.549357329594200
2019-06-01 15.597064685144300
2019-07-01 15.634382554763501
2019-08-01 15.592841843915801
2019-09-01 15.444503298311200
2019-10-01 15.508136550923500
2019-11-01 15.401942018427901
2019-12-01 15.666335871330500
2020-01-01 15.557757078688800
2020-02-01 15.787986001545901
2020-03-01 15.684718336677600
2020-04-01 11.297317939935400
2020-05-01 11.644102049090801
2020-06-01 12.498366018807499
2020-07-01 13.601256653850800
2020-08-01 13.884144083925000
2020-09-01 14.236562163623400
2020-10-01 14.721281713852600
2020-11-01 14.502018763821098
2020-12-01 13.674287857054100
2021-01-01 13.680396588300901
2021-02-01 13.695856724843800
2021-03-01 13.790852636253700
2021-04-01 13.880103124748200
2021-05-01 13.941600268348699
2021-06-01 14.007330662060198
2021-07-01 13.982606058465601
2021-08-01 13.977559289264699
2021-09-01 13.926710661134100
2021-10-01 13.930556424320299
2021-11-01 13.990504981820500
2021-12-01 14.089005791062900
2022-01-01 14.791297907503099
2022-02-01 14.913605304880099
2022-03-01 14.988287867720000
2022-04-01 15.164532518074699
2022-05-01 15.140456547489700
2022-06-01 15.202200502244600
2022-07-01 15.378159570186400
2022-08-01 15.472634647174000
2022-09-01 15.528405450295300
2022-10-01 15.838078902977399
2022-11-01 15.595013718308401
2022-12-01 15.300000439763200
2023-01-01 15.482530262270998
2023-02-01 15.417043281075600
2023-03-01 15.581345962620000
2023-04-01 15.555909035601301
2023-05-01 15.547151693108198
2023-06-01 15.503062584881699
2023-07-01 15.479527115630400
2023-08-01 15.466850110090899
2023-09-01 15.534946893277900
2023-10-01 15.434913369777698
2023-11-01 15.495730843093700
2023-12-01 15.514230260820598
2024-01-01 15.771616151141801
2024-02-01 15.719375690036399
2024-03-01 15.272146173039598
2024-04-01 15.153020765463500
2024-05-01 15.351582445632602
2024-06-01 15.400341733167300
2024-07-01 15.383265481758900
2024-08-01 15.362486452215500
2024-09-01 15.243331047113000
2024-10-01 15.331257108676901
2024-11-01 15.304742291820400

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