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 2024-10-01 |
| Last Updated | 2024-11-20 4:57 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 | 19.597155077323900 |
| 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 | 22.183781216208800 |
| 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 | 22.541655769127196 |
| 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 | 30.079820530782300 |
| 1997-06-01 | 29.768253107724500 |
| 1997-07-01 | 30.584847868020102 |
| 1997-08-01 | 31.325274213857004 |
| 1997-09-01 | 31.034258773944103 |
| 1997-10-01 | 30.788640825869198 |
| 1997-11-01 | 30.978011894254000 |
| 1997-12-01 | 31.320777841075202 |
| 1998-01-01 | 31.577686005417800 |
| 1998-02-01 | 31.984770966143603 |
| 1998-03-01 | 31.931379475210800 |
| 1998-04-01 | 32.145089258628204 |
| 1998-05-01 | 32.326203596285600 |
| 1998-06-01 | 32.325961383165804 |
| 1998-07-01 | 32.689789046441500 |
| 1998-08-01 | 32.503128099945500 |
| 1998-09-01 | 32.647390021732400 |
| 1998-10-01 | 32.553626849490000 |
| 1998-11-01 | 32.752076609827110 |
| 1998-12-01 | 32.602727232932800 |
| 1999-01-01 | 32.437833892171305 |
| 1999-02-01 | 32.352866528906496 |
| 1999-03-01 | 32.547490633719000 |
| 1999-04-01 | 32.966149872606500 |
| 1999-05-01 | 32.634624105399396 |
| 1999-06-01 | 32.992818222448000 |
| 1999-07-01 | 33.526671607891600 |
| 1999-08-01 | 32.803003861327500 |
| 1999-09-01 | 32.864257023403500 |
| 1999-10-01 | 33.005840006293800 |
| 1999-11-01 | 33.194597695991000 |
| 1999-12-01 | 33.787499427774200 |
| 2000-01-01 | 33.431902384678600 |
| 2000-02-01 | 33.250420960665500 |
| 2000-03-01 | 33.863912459257500 |
| 2000-04-01 | 32.600535204330804 |
| 2000-05-01 | 32.605111626517600 |
| 2000-06-01 | 32.843897408374100 |
| 2000-07-01 | 33.229312075469300 |
| 2000-08-01 | 33.298430567571800 |
| 2000-09-01 | 32.988764700944400 |
| 2000-10-01 | 33.135242852387200 |
| 2000-11-01 | 32.979484004021500 |
| 2000-12-01 | 32.876734212487100 |
| 2001-01-01 | 32.996989561888900 |
| 2001-02-01 | 32.701333045020300 |
| 2001-03-01 | 32.688565493262104 |
| 2001-04-01 | 32.742291808545500 |
| 2001-05-01 | 32.933980527125400 |
| 2001-06-01 | 32.923335892370000 |
| 2001-07-01 | 32.362172461065505 |
| 2001-08-01 | 32.210197078093400 |
| 2001-09-01 | 32.262233057986500 |
| 2001-10-01 | 32.472001379286600 |
| 2001-11-01 | 31.882319543781400 |
| 2001-12-01 | 31.773980246216800 |
| 2002-01-01 | 31.728831861043700 |
| 2002-02-01 | 32.137246356628900 |
| 2002-03-01 | 31.992169484690102 |
| 2002-04-01 | 32.163986946309500 |
| 2002-05-01 | 32.248978238732500 |
| 2002-06-01 | 32.398846719249200 |
| 2002-07-01 | 32.612691180163900 |
| 2002-08-01 | 32.614138512736100 |
| 2002-09-01 | 32.727181128221396 |
| 2002-10-01 | 32.523112062237900 |
| 2002-11-01 | 32.808118905157200 |
| 2002-12-01 | 32.580271364221000 |
| 2003-01-01 | 32.187079511511000 |
| 2003-02-01 | 31.742589375084897 |
| 2003-03-01 | 31.990771728126003 |
| 2003-04-01 | 31.650165017711394 |
| 2003-05-01 | 31.871681122755800 |
| 2003-06-01 | 31.910309768073898 |
| 2003-07-01 | 31.966556804856600 |
| 2003-08-01 | 32.334226871207000 |
| 2003-09-01 | 32.730085344505200 |
| 2003-10-01 | 33.102604878639000 |
| 2003-11-01 | 33.000919377383900 |
| 2003-12-01 | 33.061628134168200 |
| 2004-01-01 | 33.968175812123100 |
| 2004-02-01 | 34.220283967873300 |
| 2004-03-01 | 34.635913662297200 |
| 2004-04-01 | 34.944594401982400 |
| 2004-05-01 | 35.097126139593705 |
| 2004-06-01 | 35.061296127071900 |
| 2004-07-01 | 35.582687445313795 |
| 2004-08-01 | 35.400786370430495 |
| 2004-09-01 | 35.214342152540600 |
| 2004-10-01 | 35.569040694860000 |
| 2004-11-01 | 35.584114097051400 |
| 2004-12-01 | 35.310925773823904 |
| 2005-01-01 | 36.352438085155100 |
| 2005-02-01 | 36.279711375740796 |
| 2005-03-01 | 36.459831169434790 |
| 2005-04-01 | 36.829629336716790 |
| 2005-05-01 | 36.981841066907800 |
| 2005-06-01 | 37.282689067729900 |
| 2005-07-01 | 37.176644607496800 |
| 2005-08-01 | 37.260997040866500 |
| 2005-09-01 | 37.442557172968705 |
| 2005-10-01 | 37.045906417374400 |
| 2005-11-01 | 37.640379386331600 |
| 2005-12-01 | 37.519956360368500 |
| 2006-01-01 | 37.906537180009200 |
| 2006-02-01 | 38.117735260866600 |
| 2006-03-01 | 38.399894534862500 |
| 2006-04-01 | 38.646235906116296 |
| 2006-05-01 | 38.713877560597890 |
| 2006-06-01 | 38.610296832402000 |
| 2006-07-01 | 38.363729801282204 |
| 2006-08-01 | 38.636340256287400 |
| 2006-09-01 | 38.904190979239104 |
| 2006-10-01 | 38.898800723555600 |
| 2006-11-01 | 39.166838818318000 |
| 2006-12-01 | 39.095582641837100 |
| 2007-01-01 | 39.059111214971900 |
| 2007-02-01 | 39.029812983232700 |
| 2007-03-01 | 39.016078491946500 |
| 2007-04-01 | 38.852232528856604 |
| 2007-05-01 | 39.271257284510700 |
| 2007-06-01 | 39.483092002007496 |
| 2007-07-01 | 39.522731248624000 |
| 2007-08-01 | 39.632379991005500 |
| 2007-09-01 | 39.913140098334296 |
| 2007-10-01 | 39.459955303805300 |
| 2007-11-01 | 39.562100559751500 |
| 2007-12-01 | 39.646349016640900 |
| 2008-01-01 | 39.385868325727600 |
| 2008-02-01 | 39.431983300191895 |
| 2008-03-01 | 39.330958367188500 |
| 2008-04-01 | 39.174962043981710 |
| 2008-05-01 | 39.121346341860200 |
| 2008-06-01 | 39.246588956538600 |
| 2008-07-01 | 39.786742381036400 |
| 2008-08-01 | 39.868293383836600 |
| 2008-09-01 | 39.940437896588400 |
| 2008-10-01 | 39.437861749857700 |
| 2008-11-01 | 38.975933864710300 |
| 2008-12-01 | 38.419047442293206 |
| 2009-01-01 | 39.688357643301900 |
| 2009-02-01 | 39.351409595975700 |
| 2009-03-01 | 39.038610801491710 |
| 2009-04-01 | 38.753449159488000 |
| 2009-05-01 | 38.541713616505400 |
| 2009-06-01 | 38.705965694297400 |
| 2009-07-01 | 38.556459648416800 |
| 2009-08-01 | 38.545300545709000 |
| 2009-09-01 | 38.384960118366790 |
| 2009-10-01 | 38.735573597993700 |
| 2009-11-01 | 38.712709197934400 |
| 2009-12-01 | 38.617384478182900 |
| 2010-01-01 | 37.914996133574206 |
| 2010-02-01 | 38.127625478888600 |
| 2010-03-01 | 38.438823006030205 |
| 2010-04-01 | 38.830632140800795 |
| 2010-05-01 | 38.744081303176300 |
| 2010-06-01 | 38.511849366920600 |
| 2010-07-01 | 38.923979758532100 |
| 2010-08-01 | 39.100384832925700 |
| 2010-09-01 | 39.496643206596600 |
| 2010-10-01 | 40.337801023062600 |
| 2010-11-01 | 40.824255774628604 |
| 2010-12-01 | 41.228035713132290 |
| 2011-01-01 | 41.474515701351200 |
| 2011-02-01 | 41.734925324036700 |
| 2011-03-01 | 41.819050002146000 |
| 2011-04-01 | 42.001834953054800 |
| 2011-05-01 | 42.194486282305000 |
| 2011-06-01 | 42.271980267570600 |
| 2011-07-01 | 42.193370557053704 |
| 2011-08-01 | 42.034090408613000 |
| 2011-09-01 | 41.976192245993710 |
| 2011-10-01 | 41.564640785509795 |
| 2011-11-01 | 41.746007769478600 |
| 2011-12-01 | 41.899397971129396 |
| 2012-01-01 | 42.051128068667396 |
| 2012-02-01 | 41.929433988949100 |
| 2012-03-01 | 42.129002757177500 |
| 2012-04-01 | 42.695966303926300 |
| 2012-05-01 | 43.270275329913794 |
| 2012-06-01 | 43.054471496335000 |
| 2012-07-01 | 43.003716635049400 |
| 2012-08-01 | 43.075659790725005 |
| 2012-09-01 | 43.187945373931704 |
| 2012-10-01 | 43.604042531389894 |
| 2012-11-01 | 43.661580598677100 |
| 2012-12-01 | 43.367198691098300 |
| 2013-01-01 | 44.041582404010400 |
| 2013-02-01 | 44.588224099712000 |
| 2013-03-01 | 44.595343856558100 |
| 2013-04-01 | 43.980150176835300 |
| 2013-05-01 | 44.270660511052895 |
| 2013-06-01 | 44.573679396310100 |
| 2013-07-01 | 45.118220129760104 |
| 2013-08-01 | 45.204378804258496 |
| 2013-09-01 | 45.067313920271000 |
| 2013-10-01 | 44.806930149675296 |
| 2013-11-01 | 44.797328442323504 |
| 2013-12-01 | 44.551097191617700 |
| 2014-01-01 | 44.571457121655100 |
| 2014-02-01 | 44.762468915478790 |
| 2014-03-01 | 44.923738836091100 |
| 2014-04-01 | 44.969865348337500 |
| 2014-05-01 | 45.420981434710210 |
| 2014-06-01 | 45.542734916770804 |
| 2014-07-01 | 45.152866118438794 |
| 2014-08-01 | 45.447060669041100 |
| 2014-09-01 | 45.693518473743296 |
| 2014-10-01 | 45.891209338623106 |
| 2014-11-01 | 46.322310525210300 |
| 2014-12-01 | 46.529838019505206 |
| 2015-01-01 | 46.500683131090796 |
| 2015-02-01 | 47.320495579448500 |
| 2015-03-01 | 47.104910521455710 |
| 2015-04-01 | 47.241952538336110 |
| 2015-05-01 | 47.474788610913900 |
| 2015-06-01 | 47.618212424514800 |
| 2015-07-01 | 48.090944866351500 |
| 2015-08-01 | 48.107147616454400 |
| 2015-09-01 | 47.799970469140900 |
| 2015-10-01 | 48.323158548774900 |
| 2015-11-01 | 48.423999934791300 |
| 2015-12-01 | 49.005890975574890 |
| 2016-01-01 | 48.835044775920494 |
| 2016-02-01 | 48.731412755977600 |
| 2016-03-01 | 48.774181536847600 |
| 2016-04-01 | 48.933724674219290 |
| 2016-05-01 | 48.746148449253305 |
| 2016-06-01 | 48.497354714706404 |
| 2016-07-01 | 48.650610751911200 |
| 2016-08-01 | 48.176330082366290 |
| 2016-09-01 | 48.876442724076500 |
| 2016-10-01 | 49.380850561180710 |
| 2016-11-01 | 49.171162698935500 |
| 2016-12-01 | 49.633096647672900 |
| 2017-01-01 | 49.224808458264600 |
| 2017-02-01 | 48.894739850885800 |
| 2017-03-01 | 48.801519521402994 |
| 2017-04-01 | 49.241773519691290 |
| 2017-05-01 | 49.110424223077400 |
| 2017-06-01 | 49.139347093861396 |
| 2017-07-01 | 49.425356725746300 |
| 2017-08-01 | 49.349565866378000 |
| 2017-09-01 | 49.572825055897106 |
| 2017-10-01 | 49.140160302173100 |
| 2017-11-01 | 49.236511001575500 |
| 2017-12-01 | 49.284821586311210 |
| 2018-01-01 | 49.469563987392600 |
| 2018-02-01 | 49.197809262822500 |
| 2018-03-01 | 49.499365273525804 |
| 2018-04-01 | 49.699819693628600 |
| 2018-05-01 | 49.661391598062600 |
| 2018-06-01 | 50.070254729813800 |
| 2018-07-01 | 49.996589766816705 |
| 2018-08-01 | 50.012352335084400 |
| 2018-09-01 | 50.374960881904290 |
| 2018-10-01 | 50.609555942096996 |
| 2018-11-01 | 50.782780946095200 |
| 2018-12-01 | 50.335006605765800 |
| 2019-01-01 | 50.859051998708296 |
| 2019-02-01 | 51.200187591474200 |
| 2019-03-01 | 51.376568677002794 |
| 2019-04-01 | 51.271223922913290 |
| 2019-05-01 | 51.391757760509500 |
| 2019-06-01 | 51.284571739515900 |
| 2019-07-01 | 51.072246825576400 |
| 2019-08-01 | 51.398302244534210 |
| 2019-09-01 | 51.110895776377404 |
| 2019-10-01 | 50.874593697955800 |
| 2019-11-01 | 50.679937787796200 |
| 2019-12-01 | 50.591980008183604 |
| 2020-01-01 | 51.083153453777000 |
| 2020-02-01 | 50.748074315854000 |
| 2020-03-01 | 50.541953858564700 |
| 2020-04-01 | 45.101313987185200 |
| 2020-05-01 | 45.888372298549800 |
| 2020-06-01 | 46.828661145620300 |
| 2020-07-01 | 46.937129892647200 |
| 2020-08-01 | 47.245392087656000 |
| 2020-09-01 | 47.202875677992200 |
| 2020-10-01 | 48.095498983450500 |
| 2020-11-01 | 48.539526903498110 |
| 2020-12-01 | 48.881138518874600 |
| 2021-01-01 | 48.655306495838700 |
| 2021-02-01 | 49.340802428077100 |
| 2021-03-01 | 49.730129841738900 |
| 2021-04-01 | 49.231753150848505 |
| 2021-05-01 | 49.602603272450295 |
| 2021-06-01 | 49.683697493403700 |
| 2021-07-01 | 49.640419578884110 |
| 2021-08-01 | 49.866947158828710 |
| 2021-09-01 | 49.654404477393100 |
| 2021-10-01 | 50.632440884312900 |
| 2021-11-01 | 51.317396031436900 |
| 2021-12-01 | 51.516017356733210 |
| 2022-01-01 | 51.931204607875394 |
| 2022-02-01 | 52.150869621946605 |
| 2022-03-01 | 52.203232385877506 |
| 2022-04-01 | 52.236583414242400 |
| 2022-05-01 | 51.907939004284710 |
| 2022-06-01 | 51.225610722659205 |
| 2022-07-01 | 51.517948112248796 |
| 2022-08-01 | 51.135022938678894 |
| 2022-09-01 | 51.303060852869700 |
| 2022-10-01 | 51.519358072800800 |
| 2022-11-01 | 50.857233828880700 |
| 2022-12-01 | 50.987953290365496 |
| 2023-01-01 | 51.031933307722100 |
| 2023-02-01 | 50.974546528193600 |
| 2023-03-01 | 51.157146559138205 |
| 2023-04-01 | 50.797289158210200 |
| 2023-05-01 | 50.517017301803100 |
| 2023-06-01 | 50.133517928998300 |
| 2023-07-01 | 50.071083734152204 |
| 2023-08-01 | 50.089156612518500 |
| 2023-09-01 | 49.888251185710200 |
| 2023-10-01 | 49.534750675039795 |
| 2023-11-01 | 49.521453261432804 |
| 2023-12-01 | 49.152492599882790 |
| 2024-01-01 | 49.233376446923400 |
| 2024-02-01 | 49.104367926269504 |
| 2024-03-01 | 49.212957727337800 |
| 2024-04-01 | 49.573056680242900 |
| 2024-05-01 | 49.817918105978900 |
| 2024-06-01 | 50.829802351574706 |
| 2024-07-01 | 50.535867065575890 |
| 2024-08-01 | 51.019491674446600 |
| 2024-09-01 | 50.562765348758600 |
| 2024-10-01 | 50.321619855682200 |
