Title: All Employees: Professional and Business Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA) Series ID: SCRA542PBSV 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 2024-02-01 Last Updated: 2024-03-23 5:19 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SCRA542PBSVN). 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 13.748375266784699 1990-02-01 13.735930228704900 1990-03-01 13.888756857770000 1990-04-01 14.148927435655100 1990-05-01 14.218832199222800 1990-06-01 14.234710598466300 1990-07-01 13.839877110013600 1990-08-01 13.813434634558801 1990-09-01 13.731694723048500 1990-10-01 13.464091349341100 1990-11-01 13.613283675030502 1990-12-01 13.521373143835600 1991-01-01 13.873058819811700 1991-02-01 13.749758911651599 1991-03-01 14.093513005152000 1991-04-01 13.561227496384198 1991-05-01 13.517926965868100 1991-06-01 13.543313821763200 1991-07-01 13.636038920735800 1991-08-01 13.794468684211099 1991-09-01 13.821679051373800 1991-10-01 13.964801725391800 1991-11-01 14.007061753140100 1991-12-01 13.815482975834300 1992-01-01 14.521786326916300 1992-02-01 14.485958747948100 1992-03-01 14.597967328425698 1992-04-01 14.788786629731400 1992-05-01 14.808959489428801 1992-06-01 14.920701963531899 1992-07-01 15.083241423455100 1992-08-01 15.030275234866900 1992-09-01 15.189200241873200 1992-10-01 15.448417084780500 1992-11-01 15.399713121171600 1992-12-01 15.522323635381902 1993-01-01 15.500404478896899 1993-02-01 15.565916970584200 1993-03-01 15.526592596524802 1993-04-01 15.418335726578600 1993-05-01 15.484195317715300 1993-06-01 15.298402020548101 1993-07-01 15.742346564033100 1993-08-01 15.682079323840300 1993-09-01 15.782071226693300 1993-10-01 15.648947117836500 1993-11-01 15.778895208418100 1993-12-01 15.791520551224000 1994-01-01 15.749446192587500 1994-02-01 16.040878687420200 1994-03-01 15.935854108331801 1994-04-01 16.450580561631302 1994-05-01 16.559777379429700 1994-06-01 16.651127444343500 1994-07-01 16.508759872042102 1994-08-01 16.739560963051300 1994-09-01 16.682655937749900 1994-10-01 16.637984533622100 1994-11-01 16.742082931136800 1994-12-01 16.866513316820100 1995-01-01 16.928306754317700 1995-02-01 16.946664403360500 1995-03-01 17.065389948405300 1995-04-01 16.937629284809400 1995-05-01 16.723008813243900 1995-06-01 17.093565982393500 1995-07-01 17.306348552537198 1995-08-01 17.347927119538100 1995-09-01 17.326437157540802 1995-10-01 17.252784837999002 1995-11-01 17.108488943684300 1995-12-01 17.132592742887198 1996-01-01 16.301199155238000 1996-02-01 16.669953791473600 1996-03-01 16.526841047017300 1996-04-01 16.712878194270300 1996-05-01 17.006497402071200 1996-06-01 17.074718228400400 1996-07-01 17.232156132467800 1996-08-01 17.301855711840002 1996-09-01 17.303135180851400 1996-10-01 17.366413338663300 1996-11-01 17.467150396502800 1996-12-01 17.501481469794900 1997-01-01 17.841187058354002 1997-02-01 17.812232211216500 1997-03-01 17.922145949467300 1997-04-01 17.851837689056500 1997-05-01 17.677280707990200 1997-06-01 17.840584613131200 1997-07-01 17.667251369761200 1997-08-01 17.766987285314800 1997-09-01 17.972961792161698 1997-10-01 18.295458209397800 1997-11-01 18.352100220710600 1997-12-01 18.497105630951100 1998-01-01 18.108945819888600 1998-02-01 18.172746792704302 1998-03-01 17.959640188533800 1998-04-01 18.706693774369000 1998-05-01 18.750459089782300 1998-06-01 18.933311613020300 1998-07-01 19.011051688160897 1998-08-01 19.017147494662800 1998-09-01 19.114391608636197 1998-10-01 19.195278178780400 1998-11-01 19.433478050321000 1998-12-01 19.707306448261100 1999-01-01 20.059621853979400 1999-02-01 20.603423827321500 1999-03-01 20.633743519724398 1999-04-01 19.846435560470198 1999-05-01 19.904797504976802 1999-06-01 19.930804283116398 1999-07-01 20.387226021630500 1999-08-01 20.261736596860800 1999-09-01 20.130900079827896 1999-10-01 19.981237873158600 1999-11-01 20.822782540719800 1999-12-01 20.808035378081602 2000-01-01 22.510834715208700 2000-02-01 22.928967957174397 2000-03-01 22.997757176020700 2000-04-01 23.410702817225300 2000-05-01 23.240399393335398 2000-06-01 23.319964871604000 2000-07-01 22.962996553207997 2000-08-01 23.060315819532104 2000-09-01 23.321560629815398 2000-10-01 22.691733988792800 2000-11-01 22.774987049626198 2000-12-01 22.990459373641400 2001-01-01 23.558755855173500 2001-02-01 23.445906164583400 2001-03-01 23.303461772604102 2001-04-01 22.927677747942500 2001-05-01 23.355742956008200 2001-06-01 23.066364098159000 2001-07-01 23.043662534393600 2001-08-01 23.169049570045800 2001-09-01 22.975753420552802 2001-10-01 21.333568391784400 2001-11-01 20.840898279871300 2001-12-01 20.523612447510700 2002-01-01 20.150719886149300 2002-02-01 20.361845995544400 2002-03-01 20.615865990704500 2002-04-01 20.611121448900800 2002-05-01 20.455096160176197 2002-06-01 20.370924535633100 2002-07-01 20.198223352462400 2002-08-01 19.871732935333200 2002-09-01 19.916691322295100 2002-10-01 20.251630921103303 2002-11-01 20.179759928012800 2002-12-01 20.177842127511603 2003-01-01 19.749946458215500 2003-02-01 19.675112436760300 2003-03-01 19.771276924417500 2003-04-01 19.870846237444397 2003-05-01 19.841571308703700 2003-06-01 19.700955975718500 2003-07-01 19.711824136320300 2003-08-01 19.947123898198100 2003-09-01 20.047584070869800 2003-10-01 20.075015407691800 2003-11-01 20.218631650464900 2003-12-01 20.428291098113500 2004-01-01 20.473888574671303 2004-02-01 20.534278999909500 2004-03-01 20.465266196564500 2004-04-01 20.536315509106103 2004-05-01 20.628118730809500 2004-06-01 21.103435567061400 2004-07-01 21.283104592341700 2004-08-01 21.285822376169200 2004-09-01 21.337195239461398 2004-10-01 21.590301120580897 2004-11-01 21.960737974101400 2004-12-01 22.098478715095897 2005-01-01 22.547867111824697 2005-02-01 22.941672130282196 2005-03-01 22.803454104516600 2005-04-01 22.877128710447998 2005-05-01 22.717164138975896 2005-06-01 23.075035496384100 2005-07-01 24.031478772691198 2005-08-01 24.008536760645900 2005-09-01 23.988355174036798 2005-10-01 24.019355915862498 2005-11-01 24.134801036246700 2005-12-01 23.969867411467700 2006-01-01 24.093123740439300 2006-02-01 24.187836616668402 2006-03-01 24.430346074035500 2006-04-01 24.405751369257697 2006-05-01 24.481264854184400 2006-06-01 24.780252631583600 2006-07-01 24.001849369354400 2006-08-01 24.262640298909396 2006-09-01 24.483915854562696 2006-10-01 24.707366980743604 2006-11-01 24.438506943514500 2006-12-01 24.429568710658200 2007-01-01 24.311234716905602 2007-02-01 23.997545961913800 2007-03-01 24.477375318993300 2007-04-01 24.693739137055000 2007-05-01 24.710573397023502 2007-06-01 25.109268201563200 2007-07-01 25.404779670834603 2007-08-01 24.961560142289500 2007-09-01 25.239430230576200 2007-10-01 24.813688288587198 2007-11-01 24.611102511494700 2007-12-01 24.717400385454003 2008-01-01 24.943542903885998 2008-02-01 24.937740972473000 2008-03-01 24.907734967106900 2008-04-01 25.081977177241303 2008-05-01 25.025555608105100 2008-06-01 24.971741118809500 2008-07-01 25.256270215666298 2008-08-01 25.290624066918300 2008-09-01 25.049648153710500 2008-10-01 24.958945907061600 2008-11-01 24.627885621854000 2008-12-01 24.553081633533502 2009-01-01 24.941512584231200 2009-02-01 24.424894430944000 2009-03-01 23.973591659368700 2009-04-01 24.077567675940298 2009-05-01 23.946248614061500 2009-06-01 23.865377566803303 2009-07-01 23.712149006269698 2009-08-01 23.852962988520602 2009-09-01 23.716718230221100 2009-10-01 24.151009070215398 2009-11-01 24.608115096476897 2009-12-01 24.870307713059603 2010-01-01 24.400240303333696 2010-02-01 24.511164507311200 2010-03-01 24.763759664913900 2010-04-01 24.793584518779998 2010-05-01 24.983128129008303 2010-06-01 25.077612246193900 2010-07-01 25.083350893350600 2010-08-01 25.070205128425197 2010-09-01 25.247074320916900 2010-10-01 25.324046574194103 2010-11-01 25.201111496672397 2010-12-01 25.584605268128100 2011-01-01 25.598254037606697 2011-02-01 25.881024748882197 2011-03-01 25.945767353666000 2011-04-01 25.815400519682196 2011-05-01 26.107654598224700 2011-06-01 26.792950769028803 2011-07-01 26.273452430934600 2011-08-01 26.511751099262900 2011-09-01 26.661939910828600 2011-10-01 26.674649965350600 2011-11-01 26.858119055286604 2011-12-01 26.702488768608603 2012-01-01 26.256547868792100 2012-02-01 26.129179868554697 2012-03-01 26.025691076140102 2012-04-01 26.140615668185500 2012-05-01 25.921675649715900 2012-06-01 26.081804829800703 2012-07-01 26.437794778038896 2012-08-01 26.504727300998102 2012-09-01 26.574774037125000 2012-10-01 26.398139935525700 2012-11-01 26.303623359808302 2012-12-01 26.881456971545000 2013-01-01 27.209722931099500 2013-02-01 27.657203170382900 2013-03-01 27.894790374696196 2013-04-01 27.872263030863500 2013-05-01 27.856573472275400 2013-06-01 27.756905599494200 2013-07-01 27.977416360018800 2013-08-01 28.085617383368696 2013-09-01 27.635471359352300 2013-10-01 27.627237461119500 2013-11-01 28.235959123853604 2013-12-01 28.001609891669002 2014-01-01 28.151768106569200 2014-02-01 27.910234508368802 2014-03-01 28.274250544130396 2014-04-01 28.206525141590400 2014-05-01 28.448119069562697 2014-06-01 28.274304446542697 2014-07-01 27.872100425679900 2014-08-01 28.173136553450604 2014-09-01 27.705939354490600 2014-10-01 28.320897465776895 2014-11-01 29.545284665677200 2014-12-01 29.376410534850898 2015-01-01 28.632377790618897 2015-02-01 28.450068062497300 2015-03-01 28.457367790447396 2015-04-01 28.855304285905298 2015-05-01 28.908566866437898 2015-06-01 29.139552927659500 2015-07-01 29.658860413614303 2015-08-01 29.528601898954700 2015-09-01 29.513248732189197 2015-10-01 30.844232492503300 2015-11-01 32.395252632734106 2015-12-01 32.955375165172100 2016-01-01 31.101363929564600 2016-02-01 30.916849767768900 2016-03-01 31.041409040682000 2016-04-01 30.911963780795002 2016-05-01 30.621628222839497 2016-06-01 30.886478995312900 2016-07-01 30.806177065826300 2016-08-01 30.749054839270500 2016-09-01 30.634671079007898 2016-10-01 30.943560035315000 2016-11-01 30.293641187124000 2016-12-01 30.273915040856200 2017-01-01 30.581828317703500 2017-02-01 30.241993325057503 2017-03-01 30.103854448638900 2017-04-01 30.024729583141397 2017-05-01 30.198270778465700 2017-06-01 30.114007778501100 2017-07-01 29.821160691263700 2017-08-01 29.601695672360300 2017-09-01 30.019880596656606 2017-10-01 29.339361853732900 2017-11-01 29.453738658702600 2017-12-01 29.159340480299800 2018-01-01 29.555819092699200 2018-02-01 30.161740593845600 2018-03-01 29.937233220042200 2018-04-01 29.619166995194302 2018-05-01 29.278181720422300 2018-06-01 29.171138012589697 2018-07-01 29.047050234613298 2018-08-01 28.849110968829898 2018-09-01 28.585256864302900 2018-10-01 28.368672002823000 2018-11-01 27.991843099921603 2018-12-01 27.716667320794300 2019-01-01 27.691989428137603 2019-02-01 27.679095836016398 2019-03-01 27.612295483365603 2019-04-01 28.086489902464198 2019-05-01 28.415733308586503 2019-06-01 28.263468727640100 2019-07-01 28.320748347176000 2019-08-01 28.527418017585603 2019-09-01 27.852335789607803 2019-10-01 28.457577380796000 2019-11-01 29.680742270455397 2019-12-01 28.702208630775300 2020-01-01 28.440751429364500 2020-02-01 28.309948134694500 2020-03-01 28.268555907577802 2020-04-01 23.312886566146197 2020-05-01 24.236327308052697 2020-06-01 24.994236264138700 2020-07-01 24.301961433196396 2020-08-01 24.557310090698600 2020-09-01 24.060193509792300 2020-10-01 24.636228332961500 2020-11-01 25.059978970065302 2020-12-01 25.722378675593900 2021-01-01 25.340206507143800 2021-02-01 25.657814607256700 2021-03-01 26.013900656449398 2021-04-01 25.913288087914900 2021-05-01 25.866182087170000 2021-06-01 26.249178412042700 2021-07-01 26.497531837233200 2021-08-01 26.687981776989897 2021-09-01 26.730438586517000 2021-10-01 27.529688776157304 2021-11-01 27.490842214063502 2021-12-01 27.860420768111897 2022-01-01 28.077078004491400 2022-02-01 28.465006593172898 2022-03-01 28.499313110409100 2022-04-01 29.021451059227700 2022-05-01 28.225315958030500 2022-06-01 28.313101151494898 2022-07-01 28.088250223507900 2022-08-01 28.025443192680896 2022-09-01 28.304167752021500 2022-10-01 28.378185441674900 2022-11-01 28.382101464461400 2022-12-01 28.214802267605700 2023-01-01 28.455254625952300 2023-02-01 28.193723808253104 2023-03-01 28.216238564740400 2023-04-01 28.198128926757498 2023-05-01 28.292442616387300 2023-06-01 28.044362210254900 2023-07-01 28.689748600579700 2023-08-01 28.657527545021402 2023-09-01 28.881565443006203 2023-10-01 28.553310907131000 2023-11-01 28.485249418029397 2023-12-01 28.455945064908800 2024-01-01 28.737202817745700 2024-02-01 28.985160655827304