Title: All Employees: Professional and Business Services in Roanoke, VA (MSA) Series ID: ROAN251PBSV 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 6:36 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/ROAN251PBSVN). 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 14.378863092964401 1990-02-01 14.579950368535199 1990-03-01 14.435306544333901 1990-04-01 14.594128625683100 1990-05-01 14.731048672104000 1990-06-01 14.716845465037599 1990-07-01 14.641598991549700 1990-08-01 14.544244341030500 1990-09-01 14.456237097007401 1990-10-01 14.334015590312099 1990-11-01 14.106804094026598 1990-12-01 14.197106295890698 1991-01-01 14.167090800820901 1991-02-01 14.178885206705600 1991-03-01 14.222182496870700 1991-04-01 14.396687375256300 1991-05-01 14.428538880393200 1991-06-01 14.712229536457698 1991-07-01 14.237687752742400 1991-08-01 14.250575140433302 1991-09-01 14.168348314864302 1991-10-01 14.742074716953699 1991-11-01 14.626728638947899 1991-12-01 14.607631710078700 1992-01-01 14.163044972640100 1992-02-01 14.369613263584400 1992-03-01 14.583273486502800 1992-04-01 14.486706833084499 1992-05-01 14.412313235336000 1992-06-01 14.605485634390499 1992-07-01 14.937889208887698 1992-08-01 15.164883556727500 1992-09-01 15.303461352912400 1992-10-01 15.272538457967501 1992-11-01 15.249730848973100 1992-12-01 15.301897198298400 1993-01-01 15.556166343159802 1993-02-01 15.653530612834100 1993-03-01 15.544352787299099 1993-04-01 15.570442301826600 1993-05-01 15.604442055323900 1993-06-01 15.704954192055400 1993-07-01 15.728105384161598 1993-08-01 15.748322257989098 1993-09-01 16.036167865459800 1993-10-01 16.224365081091303 1993-11-01 16.588821904683000 1993-12-01 16.396793124613097 1994-01-01 16.661189592874100 1994-02-01 16.534561748489402 1994-03-01 16.821940983158900 1994-04-01 16.828466046987700 1994-05-01 17.089067510509200 1994-06-01 17.288002428372902 1994-07-01 17.520170512277698 1994-08-01 17.640459199541500 1994-09-01 17.782480287319900 1994-10-01 17.995266464278900 1994-11-01 17.687705557820898 1994-12-01 17.575915053319400 1995-01-01 18.171986082337100 1995-02-01 18.724571106200102 1995-03-01 18.923732186218103 1995-04-01 19.405901179272900 1995-05-01 19.300311067561600 1995-06-01 18.963926655199100 1995-07-01 18.794710685794300 1995-08-01 18.691935681921100 1995-09-01 18.711194409466600 1995-10-01 18.845096927668397 1995-11-01 18.991150145260600 1995-12-01 19.466925849987300 1996-01-01 18.721264884267600 1996-02-01 19.525380814061100 1996-03-01 19.327231758609700 1996-04-01 19.493065028475200 1996-05-01 19.409728871073900 1996-06-01 19.435478723211602 1996-07-01 19.157578731464000 1996-08-01 19.847409467195497 1996-09-01 19.743908453480000 1996-10-01 19.564309471668600 1996-11-01 19.764056144683500 1996-12-01 19.648269997985200 1997-01-01 19.677474149945397 1997-02-01 19.457327495586500 1997-03-01 19.630673556428400 1997-04-01 20.017233152870800 1997-05-01 20.264262994752897 1997-06-01 20.038238256116898 1997-07-01 19.393560196222000 1997-08-01 19.847128247084900 1997-09-01 20.024466823349200 1997-10-01 19.933312354203302 1997-11-01 20.243310265574600 1997-12-01 20.169109315366600 1998-01-01 20.262158858363100 1998-02-01 20.431176317497900 1998-03-01 19.538231550614200 1998-04-01 20.139840230692800 1998-05-01 20.206814262953202 1998-06-01 20.444533254516700 1998-07-01 20.320060002179800 1998-08-01 20.457947262243700 1998-09-01 20.176189527434100 1998-10-01 20.572238600858604 1998-11-01 20.621212131843100 1998-12-01 20.702592558799502 1999-01-01 20.751257338669802 1999-02-01 21.015780978505198 1999-03-01 21.051794097635800 1999-04-01 20.885421073390000 1999-05-01 21.048667778477398 1999-06-01 20.960549767087500 1999-07-01 21.055499060124102 1999-08-01 20.839653804122200 1999-09-01 20.794241404657800 1999-10-01 21.100849072499898 1999-11-01 21.031493917709900 1999-12-01 21.130931874176200 2000-01-01 21.152707131689800 2000-02-01 21.096586065222002 2000-03-01 21.379373695302800 2000-04-01 21.324250722196200 2000-05-01 21.243287279927500 2000-06-01 21.267441156543200 2000-07-01 21.510234582993200 2000-08-01 21.568836446679000 2000-09-01 21.624316570206400 2000-10-01 21.344438275923200 2000-11-01 20.654204731297500 2000-12-01 20.825831163239100 2001-01-01 20.798414294399898 2001-02-01 20.654979363268000 2001-03-01 20.430850206123300 2001-04-01 20.979712321523900 2001-05-01 20.838556776051398 2001-06-01 21.074425891436500 2001-07-01 20.690396505614900 2001-08-01 20.592759072405897 2001-09-01 20.543366296772000 2001-10-01 20.433225077405200 2001-11-01 19.974355364869897 2001-12-01 20.320972698637604 2002-01-01 20.294761243598700 2002-02-01 20.589942819828000 2002-03-01 20.688034275686300 2002-04-01 20.822321432633200 2002-05-01 20.936511822888200 2002-06-01 21.068806869653300 2002-07-01 21.198072698517002 2002-08-01 21.566511430306896 2002-09-01 21.478204445780600 2002-10-01 21.338987868087198 2002-11-01 21.389803272001800 2002-12-01 21.515723702978800 2003-01-01 20.944974537326104 2003-02-01 20.768904201384100 2003-03-01 20.415999475151800 2003-04-01 20.290322786861900 2003-05-01 20.161658622860700 2003-06-01 19.866270907156500 2003-07-01 19.631427602332700 2003-08-01 19.252473364093103 2003-09-01 19.333132639992200 2003-10-01 19.555096958349100 2003-11-01 19.478990641010000 2003-12-01 19.620487553754300 2004-01-01 19.782172226162300 2004-02-01 19.319564193733303 2004-03-01 19.405503745507100 2004-04-01 19.755469624726400 2004-05-01 20.090045498001000 2004-06-01 20.173711744422800 2004-07-01 20.189285698838500 2004-08-01 20.179942275902103 2004-09-01 20.031863426039802 2004-10-01 19.535047028612603 2004-11-01 19.634096156544498 2004-12-01 19.521663880504900 2005-01-01 19.721272628677000 2005-02-01 19.776584233212300 2005-03-01 19.768395590293900 2005-04-01 19.913663576069200 2005-05-01 19.830083191873300 2005-06-01 19.898475459370000 2005-07-01 20.468586504484104 2005-08-01 20.788107077215700 2005-09-01 21.137835180180897 2005-10-01 21.302040865160800 2005-11-01 21.264244409614300 2005-12-01 21.632079687032498 2006-01-01 21.799320712710500 2006-02-01 21.939204030464396 2006-03-01 22.020630139143602 2006-04-01 21.533308563839604 2006-05-01 21.454183048706000 2006-06-01 22.033482058961500 2006-07-01 22.174448181649800 2006-08-01 22.011183434425696 2006-09-01 22.158385155930300 2006-10-01 22.246771379050397 2006-11-01 22.483691003953600 2006-12-01 22.324190113982603 2007-01-01 22.606407811153396 2007-02-01 22.623670738324500 2007-03-01 22.784888654047297 2007-04-01 22.418760374232000 2007-05-01 22.754406217616800 2007-06-01 22.667773171690698 2007-07-01 22.468498164631500 2007-08-01 22.440300417989500 2007-09-01 22.192484376231200 2007-10-01 22.205106229040400 2007-11-01 22.206780938044897 2007-12-01 22.012528210809197 2008-01-01 21.732193426854400 2008-02-01 21.622620822841600 2008-03-01 21.563509786163900 2008-04-01 21.569538103128200 2008-05-01 21.518038622603502 2008-06-01 21.682220551355300 2008-07-01 21.638337713022104 2008-08-01 21.997964420571197 2008-09-01 21.838672322738500 2008-10-01 21.784665574572898 2008-11-01 21.463062262174102 2008-12-01 21.604614638785500 2009-01-01 20.943067793251103 2009-02-01 20.937767936754700 2009-03-01 20.560662964292500 2009-04-01 20.198489155477700 2009-05-01 20.156741536603000 2009-06-01 19.874280551024100 2009-07-01 19.663366434976100 2009-08-01 19.749976421056500 2009-09-01 19.879325573009300 2009-10-01 20.011931725878000 2009-11-01 20.270321780518998 2009-12-01 20.328014123884103 2010-01-01 20.446149282150103 2010-02-01 20.328096054157200 2010-03-01 20.250298627077300 2010-04-01 20.721042203914800 2010-05-01 20.581638217260803 2010-06-01 20.549566351675600 2010-07-01 20.659990992101800 2010-08-01 20.116614965312900 2010-09-01 20.122169559062700 2010-10-01 20.658273994460398 2010-11-01 20.609672451704800 2010-12-01 20.562627725303603 2011-01-01 20.529613472912500 2011-02-01 20.512865183708104 2011-03-01 20.546542843211000 2011-04-01 20.547676615449603 2011-05-01 20.408439890112200 2011-06-01 20.515301981993100 2011-07-01 20.523670775482604 2011-08-01 20.484143904303600 2011-09-01 20.571786890367000 2011-10-01 20.414050459125700 2011-11-01 20.349403556466697 2011-12-01 20.500901916440700 2012-01-01 20.702536180562300 2012-02-01 20.793539418042396 2012-03-01 20.940577830030400 2012-04-01 21.007665402161700 2012-05-01 21.151944710622000 2012-06-01 21.082942806744498 2012-07-01 21.080677304887400 2012-08-01 21.130172678191602 2012-09-01 21.127751819791100 2012-10-01 20.952608219008397 2012-11-01 20.872591602938400 2012-12-01 21.116951823109698 2013-01-01 21.177553794979600 2013-02-01 21.289321969421600 2013-03-01 21.253350049992000 2013-04-01 21.186503600416200 2013-05-01 21.223202940322100 2013-06-01 21.161305848405200 2013-07-01 21.043469500236498 2013-08-01 20.942599916535602 2013-09-01 20.970375880993500 2013-10-01 21.166388236736200 2013-11-01 21.085257154421500 2013-12-01 21.110939832008400 2014-01-01 21.169330725671802 2014-02-01 21.283581493164600 2014-03-01 21.179188581082197 2014-04-01 21.496164871319603 2014-05-01 21.315715660722603 2014-06-01 21.342812062053800 2014-07-01 21.310553486286100 2014-08-01 21.238869079404600 2014-09-01 21.306437124646400 2014-10-01 21.150620450147200 2014-11-01 21.291675987475603 2014-12-01 21.303282063040800 2015-01-01 21.365587667220200 2015-02-01 21.186196748759800 2015-03-01 21.321350345038500 2015-04-01 21.192025108906100 2015-05-01 21.325626758858800 2015-06-01 21.326632951892800 2015-07-01 21.576423825490900 2015-08-01 21.727997040731600 2015-09-01 21.625311542194800 2015-10-01 21.833256590835800 2015-11-01 21.911424756897997 2015-12-01 21.911410765271803 2016-01-01 21.753673766203200 2016-02-01 21.684134091826600 2016-03-01 21.756893726298700 2016-04-01 21.786813440764800 2016-05-01 21.642549626551500 2016-06-01 21.606026206142100 2016-07-01 21.539046359524303 2016-08-01 21.507309910679800 2016-09-01 21.533116741300603 2016-10-01 21.535366915450503 2016-11-01 21.757086021752500 2016-12-01 21.451173165261800 2017-01-01 21.232747558265800 2017-02-01 21.357206871190800 2017-03-01 21.167316620031100 2017-04-01 21.258071261312000 2017-05-01 21.452219311104300 2017-06-01 21.596086589559103 2017-07-01 21.620277916332196 2017-08-01 21.701353798109000 2017-09-01 21.739777129359002 2017-10-01 21.858301017842300 2017-11-01 21.899743492512197 2017-12-01 22.006788152206898 2018-01-01 22.099915362525500 2018-02-01 21.902672329498000 2018-03-01 22.253555997834397 2018-04-01 22.442874051006196 2018-05-01 22.342368911083398 2018-06-01 22.387086939538600 2018-07-01 22.415925021230997 2018-08-01 22.416125679066100 2018-09-01 22.461704362521100 2018-10-01 22.493812289580003 2018-11-01 22.334165234904000 2018-12-01 22.369807988714700 2019-01-01 22.458157972017002 2019-02-01 22.330209874739400 2019-03-01 22.310150258741200 2019-04-01 22.414665143764300 2019-05-01 22.425835355491800 2019-06-01 22.504357701681300 2019-07-01 22.436871219943300 2019-08-01 22.356055602481298 2019-09-01 22.288373989799105 2019-10-01 21.927443004766197 2019-11-01 21.838792250567700 2019-12-01 21.812661546126300 2020-01-01 22.215946612432898 2020-02-01 22.169791287607698 2020-03-01 22.156867310035300 2020-04-01 20.698559893559600 2020-05-01 20.507634501071202 2020-06-01 20.723840093830198 2020-07-01 20.964716997639000 2020-08-01 21.198203975140300 2020-09-01 21.218598646643397 2020-10-01 21.666787332668800 2020-11-01 21.927649500192800 2020-12-01 22.234028697786602 2021-01-01 21.987221444397200 2021-02-01 22.019346139171702 2021-03-01 21.997335518589896 2021-04-01 21.873089984272700 2021-05-01 22.100482682023500 2021-06-01 22.053877402009398 2021-07-01 22.003373718935400 2021-08-01 21.941435228494100 2021-09-01 21.748832988385800 2021-10-01 21.983673620774802 2021-11-01 21.998423251591000 2021-12-01 22.028366054991200 2022-01-01 22.177955452175997 2022-02-01 22.491170671758000 2022-03-01 22.360698581448800 2022-04-01 22.365824212014200 2022-05-01 22.392471945329600 2022-06-01 22.259849032154100 2022-07-01 22.230865560316200 2022-08-01 22.373641720817800 2022-09-01 22.470127529097900 2022-10-01 22.498487423443798 2022-11-01 22.482607042122503 2022-12-01 22.418393943756104 2023-01-01 22.274612411250100 2023-02-01 22.277072876317895 2023-03-01 22.236206009170500 2023-04-01 22.252007834002800 2023-05-01 22.090029937653302 2023-06-01 22.167506017635997 2023-07-01 22.050940699945300 2023-08-01 21.993361946105200 2023-09-01 21.980956810364700 2023-10-01 21.898676280960000 2023-11-01 21.974726122787900 2023-12-01 22.005908704003100 2024-01-01 22.276197898659202 2024-02-01 22.079810143846500