Table Data - All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442PBSV |
| 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 | 19.351823054701000 |
| 1990-02-01 | 19.597155077323800 |
| 1990-03-01 | 19.475386737311700 |
| 1990-04-01 | 19.493156250675000 |
| 1990-05-01 | 19.597621313972002 |
| 1990-06-01 | 19.606838970037700 |
| 1990-07-01 | 19.351913717060200 |
| 1990-08-01 | 19.448138723840200 |
| 1990-09-01 | 19.531070339136000 |
| 1990-10-01 | 19.853528457975898 |
| 1990-11-01 | 19.461390427928603 |
| 1990-12-01 | 19.230309572671700 |
| 1991-01-01 | 20.174358579968600 |
| 1991-02-01 | 20.003673837138700 |
| 1991-03-01 | 20.162483865758800 |
| 1991-04-01 | 20.291064483858600 |
| 1991-05-01 | 20.394967963347200 |
| 1991-06-01 | 20.491673681511000 |
| 1991-07-01 | 20.650513058283103 |
| 1991-08-01 | 20.735396965635900 |
| 1991-09-01 | 20.835988794135800 |
| 1991-10-01 | 21.047619214788302 |
| 1991-11-01 | 21.259985280176700 |
| 1991-12-01 | 21.142075770732102 |
| 1992-01-01 | 21.388799080759497 |
| 1992-02-01 | 21.226653625817100 |
| 1992-03-01 | 21.446224666347803 |
| 1992-04-01 | 22.183781216208896 |
| 1992-05-01 | 21.699155815492702 |
| 1992-06-01 | 22.174189710658304 |
| 1992-07-01 | 22.645406998403697 |
| 1992-08-01 | 22.707194205693998 |
| 1992-09-01 | 22.867634397437100 |
| 1992-10-01 | 22.541655769127303 |
| 1992-11-01 | 22.745569157757000 |
| 1992-12-01 | 23.055248509433800 |
| 1993-01-01 | 22.989805030568500 |
| 1993-02-01 | 23.151576726084198 |
| 1993-03-01 | 23.126426903292700 |
| 1993-04-01 | 23.073598216668500 |
| 1993-05-01 | 23.110208833822700 |
| 1993-06-01 | 22.958462860561500 |
| 1993-07-01 | 23.175922655383700 |
| 1993-08-01 | 23.197693452663604 |
| 1993-09-01 | 23.429491297396500 |
| 1993-10-01 | 23.749094479625400 |
| 1993-11-01 | 23.833400226771000 |
| 1993-12-01 | 23.952576656719398 |
| 1994-01-01 | 24.064943158311000 |
| 1994-02-01 | 24.433463510636102 |
| 1994-03-01 | 25.019697040875503 |
| 1994-04-01 | 25.570289280520395 |
| 1994-05-01 | 25.428539631710702 |
| 1994-06-01 | 25.826907820518603 |
| 1994-07-01 | 25.685892781016896 |
| 1994-08-01 | 25.942178613338500 |
| 1994-09-01 | 26.274907658897902 |
| 1994-10-01 | 26.547979623544100 |
| 1994-11-01 | 27.035790929927696 |
| 1994-12-01 | 27.066703152580104 |
| 1995-01-01 | 27.175495865110400 |
| 1995-02-01 | 27.218945208058200 |
| 1995-03-01 | 27.238875858521900 |
| 1995-04-01 | 27.471856756378603 |
| 1995-05-01 | 27.659156730288700 |
| 1995-06-01 | 27.892442021434302 |
| 1995-07-01 | 28.091635706490504 |
| 1995-08-01 | 28.493254729437800 |
| 1995-09-01 | 28.291895658940900 |
| 1995-10-01 | 28.767654404344803 |
| 1995-11-01 | 28.724515466032400 |
| 1995-12-01 | 28.757440705035400 |
| 1996-01-01 | 29.473572864762000 |
| 1996-02-01 | 29.911440225269900 |
| 1996-03-01 | 30.012998877851700 |
| 1996-04-01 | 29.558601560964800 |
| 1996-05-01 | 29.717068429805900 |
| 1996-06-01 | 29.566426005455398 |
| 1996-07-01 | 29.359974252800196 |
| 1996-08-01 | 29.568065006818500 |
| 1996-09-01 | 29.381496692641896 |
| 1996-10-01 | 29.586324981633396 |
| 1996-11-01 | 29.606392995663400 |
| 1996-12-01 | 29.642179702773200 |
| 1997-01-01 | 30.356215564678397 |
| 1997-02-01 | 30.012162138270000 |
| 1997-03-01 | 29.997676129798396 |
| 1997-04-01 | 30.045983821434700 |
| 1997-05-01 | 30.079820530782400 |
| 1997-06-01 | 29.768253107724600 |
| 1997-07-01 | 30.584847868020102 |
| 1997-08-01 | 31.325274213857004 |
| 1997-09-01 | 31.034258773944103 |
| 1997-10-01 | 30.788640825869102 |
| 1997-11-01 | 30.978011894253896 |
| 1997-12-01 | 31.320777841075202 |
| 1998-01-01 | 31.577686005417800 |
| 1998-02-01 | 31.984770966143800 |
| 1998-03-01 | 31.931379475210900 |
| 1998-04-01 | 32.145089258628300 |
| 1998-05-01 | 32.326203596285600 |
| 1998-06-01 | 32.325961383165804 |
| 1998-07-01 | 32.689789046441400 |
| 1998-08-01 | 32.503128099945300 |
| 1998-09-01 | 32.647390021732200 |
| 1998-10-01 | 32.553626849489696 |
| 1998-11-01 | 32.752076609827110 |
| 1998-12-01 | 32.602727232933100 |
| 1999-01-01 | 32.437833892172000 |
| 1999-02-01 | 32.352866528907000 |
| 1999-03-01 | 32.547490633719000 |
| 1999-04-01 | 32.966149872605904 |
| 1999-05-01 | 32.634624105398300 |
| 1999-06-01 | 32.992818222447300 |
| 1999-07-01 | 33.526671607891800 |
| 1999-08-01 | 32.803003861328300 |
| 1999-09-01 | 32.864257023404500 |
| 1999-10-01 | 33.005840006294400 |
| 1999-11-01 | 33.194597695990890 |
| 1999-12-01 | 33.787499427773800 |
| 2000-01-01 | 33.431902384678104 |
| 2000-02-01 | 33.250420960669700 |
| 2000-03-01 | 33.863912459255600 |
| 2000-04-01 | 32.600535204327900 |
| 2000-05-01 | 32.605111626513704 |
| 2000-06-01 | 32.843897408371300 |
| 2000-07-01 | 33.229312075470000 |
| 2000-08-01 | 33.298430567576300 |
| 2000-09-01 | 32.988764700949500 |
| 2000-10-01 | 33.135242852389396 |
| 2000-11-01 | 32.979484004022600 |
| 2000-12-01 | 32.876734212483300 |
| 2001-01-01 | 32.996989561885300 |
| 2001-02-01 | 32.701333045028500 |
| 2001-03-01 | 32.688565493259695 |
| 2001-04-01 | 32.742291808540100 |
| 2001-05-01 | 32.933980527117400 |
| 2001-06-01 | 32.923335892362800 |
| 2001-07-01 | 32.362172461069896 |
| 2001-08-01 | 32.210197078094396 |
| 2001-09-01 | 32.262233058030300 |
| 2001-10-01 | 32.472001379280900 |
| 2001-11-01 | 31.882319543772603 |
| 2001-12-01 | 31.773980246167003 |
| 2002-01-01 | 31.728831861027302 |
| 2002-02-01 | 32.137246356643200 |
| 2002-03-01 | 31.992169484714196 |
| 2002-04-01 | 32.163986946339506 |
| 2002-05-01 | 32.248978238748500 |
| 2002-06-01 | 32.398846719245400 |
| 2002-07-01 | 32.612691180163495 |
| 2002-08-01 | 32.614138512720000 |
| 2002-09-01 | 32.727181128289104 |
| 2002-10-01 | 32.523112062226800 |
| 2002-11-01 | 32.808118905083200 |
| 2002-12-01 | 32.580271364033900 |
| 2003-01-01 | 32.187079511407900 |
| 2003-02-01 | 31.742589375101105 |
| 2003-03-01 | 31.990771728267700 |
| 2003-04-01 | 31.650165017938900 |
| 2003-05-01 | 31.871681123020200 |
| 2003-06-01 | 31.910309768239200 |
| 2003-07-01 | 31.966556804700797 |
| 2003-08-01 | 32.334226871003700 |
| 2003-09-01 | 32.730085344379894 |
| 2003-10-01 | 33.102604878438896 |
| 2003-11-01 | 33.000919377161196 |
| 2003-12-01 | 33.061628133902200 |
| 2004-01-01 | 33.968175811958000 |
| 2004-02-01 | 34.220283967776496 |
| 2004-03-01 | 34.635913662387196 |
| 2004-04-01 | 34.944594403544900 |
| 2004-05-01 | 35.097126140188400 |
| 2004-06-01 | 35.061296127603700 |
| 2004-07-01 | 35.582687445084500 |
| 2004-08-01 | 35.400786369904700 |
| 2004-09-01 | 35.214342151760100 |
| 2004-10-01 | 35.569040694134600 |
| 2004-11-01 | 35.584114096343605 |
| 2004-12-01 | 35.310925772935600 |
| 2005-01-01 | 36.352438084275704 |
| 2005-02-01 | 36.279711375042890 |
| 2005-03-01 | 36.459831169923300 |
| 2005-04-01 | 36.829629341103200 |
| 2005-05-01 | 36.981841069066704 |
| 2005-06-01 | 37.282689069637800 |
| 2005-07-01 | 37.176644608489500 |
| 2005-08-01 | 37.260997041989400 |
| 2005-09-01 | 37.442557164261000 |
| 2005-10-01 | 37.045906417333995 |
| 2005-11-01 | 37.640379384950290 |
| 2005-12-01 | 37.519956359051900 |
| 2006-01-01 | 37.906537174617796 |
| 2006-02-01 | 38.117735258570000 |
| 2006-03-01 | 38.399894536494900 |
| 2006-04-01 | 38.646235916084800 |
| 2006-05-01 | 38.713877568185000 |
| 2006-06-01 | 38.610296839934400 |
| 2006-07-01 | 38.363729806231700 |
| 2006-08-01 | 38.636340258576396 |
| 2006-09-01 | 38.904190958763500 |
| 2006-10-01 | 38.898800719287800 |
| 2006-11-01 | 39.166838812628200 |
| 2006-12-01 | 39.095582640749400 |
| 2007-01-01 | 39.059111203062700 |
| 2007-02-01 | 39.029812979399400 |
| 2007-03-01 | 39.016078489322794 |
| 2007-04-01 | 38.852232565082600 |
| 2007-05-01 | 39.271257277889300 |
| 2007-06-01 | 39.483092015907800 |
| 2007-07-01 | 39.522731247188204 |
| 2007-08-01 | 39.632379995942100 |
| 2007-09-01 | 39.913140078430790 |
| 2007-10-01 | 39.459955324745200 |
| 2007-11-01 | 39.562100587985505 |
| 2007-12-01 | 39.646349016856000 |
| 2008-01-01 | 39.385868262737205 |
| 2008-02-01 | 39.431983235394200 |
| 2008-03-01 | 39.330958336209505 |
| 2008-04-01 | 39.174962131852300 |
| 2008-05-01 | 39.121346358827100 |
| 2008-06-01 | 39.246588974478800 |
| 2008-07-01 | 39.786742334862794 |
| 2008-08-01 | 39.868293371360200 |
| 2008-09-01 | 39.940437938237096 |
| 2008-10-01 | 39.437861769473000 |
| 2008-11-01 | 38.975934059713000 |
| 2008-12-01 | 38.419047476035790 |
| 2009-01-01 | 39.688357448599400 |
| 2009-02-01 | 39.351409345797800 |
| 2009-03-01 | 39.038610692071790 |
| 2009-04-01 | 38.753449341257200 |
| 2009-05-01 | 38.541713758067600 |
| 2009-06-01 | 38.705965740325700 |
| 2009-07-01 | 38.556459464805606 |
| 2009-08-01 | 38.545300438937000 |
| 2009-09-01 | 38.384960290620210 |
| 2009-10-01 | 38.735573598232500 |
| 2009-11-01 | 38.712709351956000 |
| 2009-12-01 | 38.617384925925000 |
| 2010-01-01 | 37.914996209268800 |
| 2010-02-01 | 38.127624186772300 |
| 2010-03-01 | 38.438821448633900 |
| 2010-04-01 | 38.830634930323290 |
| 2010-05-01 | 38.744082153296700 |
| 2010-06-01 | 38.511849926650400 |
| 2010-07-01 | 38.923977839951400 |
| 2010-08-01 | 39.100384186494700 |
| 2010-09-01 | 39.496642579006796 |
| 2010-10-01 | 40.337800388567400 |
| 2010-11-01 | 40.824256114349700 |
| 2010-12-01 | 41.228037383883700 |
| 2011-01-01 | 41.474516688373500 |
| 2011-02-01 | 41.734923020634700 |
| 2011-03-01 | 41.819047103106996 |
| 2011-04-01 | 42.001841571421600 |
| 2011-05-01 | 42.194489266044300 |
| 2011-06-01 | 42.271982401739100 |
| 2011-07-01 | 42.193366217398000 |
| 2011-08-01 | 42.034086796384390 |
| 2011-09-01 | 41.976187586222295 |
| 2011-10-01 | 41.564637602102100 |
| 2011-11-01 | 41.746008116655900 |
| 2011-12-01 | 41.899401934083100 |
| 2012-01-01 | 42.051130952251796 |
| 2012-02-01 | 41.929432501075000 |
| 2012-03-01 | 42.128999459823800 |
| 2012-04-01 | 42.695979384505600 |
| 2012-05-01 | 43.270284070859700 |
| 2012-06-01 | 43.054478127220790 |
| 2012-07-01 | 43.003711654611800 |
| 2012-08-01 | 43.075654882113895 |
| 2012-09-01 | 43.187910509588605 |
| 2012-10-01 | 43.604034378473100 |
| 2012-11-01 | 43.661576547654600 |
| 2012-12-01 | 43.367226212022900 |
| 2013-01-01 | 44.041583444493504 |
| 2013-02-01 | 44.588224839212500 |
| 2013-03-01 | 44.595343995822710 |
| 2013-04-01 | 43.980170518547300 |
| 2013-05-01 | 44.270679968759396 |
| 2013-06-01 | 44.573695121032000 |
| 2013-07-01 | 45.118218619743500 |
| 2013-08-01 | 45.204359139747710 |
| 2013-09-01 | 45.067247108787000 |
| 2013-10-01 | 44.806887704198104 |
| 2013-11-01 | 44.797324802940295 |
| 2013-12-01 | 44.551160298605296 |
| 2014-01-01 | 44.571460581927700 |
| 2014-02-01 | 44.762472666147794 |
| 2014-03-01 | 44.923747491237300 |
| 2014-04-01 | 44.969901386925110 |
| 2014-05-01 | 45.421015123029000 |
| 2014-06-01 | 45.542766281540500 |
| 2014-07-01 | 45.152885646167500 |
| 2014-08-01 | 45.447053289160790 |
| 2014-09-01 | 45.693309516203200 |
| 2014-10-01 | 45.891142861598900 |
| 2014-11-01 | 46.322304240093500 |
| 2014-12-01 | 46.529924022242206 |
| 2015-01-01 | 46.500680559898010 |
| 2015-02-01 | 47.320523951682300 |
| 2015-03-01 | 47.104972517614400 |
| 2015-04-01 | 47.242054331593600 |
| 2015-05-01 | 47.474904693780790 |
| 2015-06-01 | 47.618306409483700 |
| 2015-07-01 | 48.090971586263706 |
| 2015-08-01 | 48.107067804625900 |
| 2015-09-01 | 47.799512516163304 |
| 2015-10-01 | 48.322957656638200 |
| 2015-11-01 | 48.423935658930596 |
| 2015-12-01 | 49.005978302786890 |
| 2016-01-01 | 48.835081498527600 |
| 2016-02-01 | 48.731553576676000 |
| 2016-03-01 | 48.774430293704796 |
| 2016-04-01 | 48.934030552927000 |
| 2016-05-01 | 48.746492138261790 |
| 2016-06-01 | 48.497592217954995 |
| 2016-07-01 | 48.650573248661900 |
| 2016-08-01 | 48.175987156132095 |
| 2016-09-01 | 48.875492511142900 |
| 2016-10-01 | 49.380325215435896 |
| 2016-11-01 | 49.170870052863904 |
| 2016-12-01 | 49.633128162172900 |
| 2017-01-01 | 49.225338175447796 |
| 2017-02-01 | 48.894900280375100 |
| 2017-03-01 | 48.801952577317294 |
| 2017-04-01 | 49.243066253103706 |
| 2017-05-01 | 49.110998950016600 |
| 2017-06-01 | 49.139312199197505 |
| 2017-07-01 | 49.425623962800710 |
| 2017-08-01 | 49.349590097950500 |
| 2017-09-01 | 49.568854000646300 |
| 2017-10-01 | 49.139872177008200 |
| 2017-11-01 | 49.236371197747204 |
| 2017-12-01 | 49.284897794757500 |
| 2018-01-01 | 49.470577179440300 |
| 2018-02-01 | 49.197971065659400 |
| 2018-03-01 | 49.500935773912900 |
| 2018-04-01 | 49.701930168871790 |
| 2018-05-01 | 49.662044119505204 |
| 2018-06-01 | 50.069865075229900 |
| 2018-07-01 | 49.997208776738600 |
| 2018-08-01 | 50.012914633928396 |
| 2018-09-01 | 50.366657165419205 |
| 2018-10-01 | 50.609787189350605 |
| 2018-11-01 | 50.782920094897200 |
| 2018-12-01 | 50.335210621438900 |
| 2019-01-01 | 50.860763952885290 |
| 2019-02-01 | 51.200669481275604 |
| 2019-03-01 | 51.379779486687100 |
| 2019-04-01 | 51.274694660192395 |
| 2019-05-01 | 51.392921345466796 |
| 2019-06-01 | 51.283029058625900 |
| 2019-07-01 | 51.072863496200200 |
| 2019-08-01 | 51.398489884560000 |
| 2019-09-01 | 51.097201634187500 |
| 2019-10-01 | 50.874796470856296 |
| 2019-11-01 | 50.680724362018700 |
| 2019-12-01 | 50.593346314239206 |
| 2020-01-01 | 51.086362799198106 |
| 2020-02-01 | 50.750120284829800 |
| 2020-03-01 | 50.547606747735200 |
| 2020-04-01 | 45.105421193526710 |
| 2020-05-01 | 45.890047721840600 |
| 2020-06-01 | 46.826252818843300 |
| 2020-07-01 | 46.935933245709600 |
| 2020-08-01 | 47.242246297726400 |
| 2020-09-01 | 47.185574392828100 |
| 2020-10-01 | 48.093940889831295 |
| 2020-11-01 | 48.541114910067700 |
| 2020-12-01 | 48.885592818892896 |
| 2021-01-01 | 48.662321175079406 |
| 2021-02-01 | 49.346140782302200 |
| 2021-03-01 | 49.738210081608400 |
| 2021-04-01 | 49.238944340376996 |
| 2021-05-01 | 49.606002302826994 |
| 2021-06-01 | 49.678292498820500 |
| 2021-07-01 | 49.635748452698400 |
| 2021-08-01 | 49.859838092448600 |
| 2021-09-01 | 49.628137216474800 |
| 2021-10-01 | 50.612312746477500 |
| 2021-11-01 | 51.334136022359400 |
| 2021-12-01 | 51.529670141165200 |
| 2022-01-01 | 51.944584475047400 |
| 2022-02-01 | 52.161550309717210 |
| 2022-03-01 | 52.215521372529200 |
| 2022-04-01 | 52.245363091732400 |
| 2022-05-01 | 51.911156117074900 |
| 2022-06-01 | 51.216748158805890 |
| 2022-07-01 | 51.506713879251800 |
| 2022-08-01 | 51.120663652566606 |
| 2022-09-01 | 51.269375039467300 |
| 2022-10-01 | 51.481284002068605 |
| 2022-11-01 | 50.890261390758800 |
| 2022-12-01 | 51.011594195537500 |
| 2023-01-01 | 51.051248160597000 |
| 2023-02-01 | 50.989889604933396 |
| 2023-03-01 | 51.171748979761105 |
| 2023-04-01 | 50.806966315947100 |
| 2023-05-01 | 50.519703527757100 |
| 2023-06-01 | 50.120672009224390 |
| 2023-07-01 | 50.053571438760606 |
| 2023-08-01 | 50.068420346996300 |
| 2023-09-01 | 49.849986707829400 |
| 2023-10-01 | 49.477750570753000 |
| 2023-11-01 | 49.576646967781706 |
| 2023-12-01 | 49.184814402488000 |
| 2024-01-01 | 49.256535953703500 |
| 2024-02-01 | 49.122652084301606 |
| 2024-03-01 | 49.228611032202500 |
| 2024-04-01 | 49.581893985641610 |
| 2024-05-01 | 49.819127285452700 |
| 2024-06-01 | 50.814987692785500 |
| 2024-07-01 | 50.512964629833710 |
| 2024-08-01 | 50.992102857087794 |
| 2024-09-01 | 50.522675991029800 |
| 2024-10-01 | 50.355149181839100 |
| 2024-11-01 | 50.107735423309606 |
