NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services in Youngstown-Warren-Boardman, OH-PA (MSA) Series ID: YOUN639PBSV 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 2024-03-01 Last Updated: 2024-04-20 5:04 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/YOUN639PBSVN). 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 14.593347652874101 1990-02-01 14.804492925460300 1990-03-01 14.836618762285900 1990-04-01 14.942448765751000 1990-05-01 15.606010562953800 1990-06-01 15.297815160842099 1990-07-01 15.296213539935800 1990-08-01 15.377689513323600 1990-09-01 15.456046321405301 1990-10-01 15.348260542626600 1990-11-01 15.471512270729498 1990-12-01 15.310861269387200 1991-01-01 14.889218295127401 1991-02-01 14.894518667034399 1991-03-01 14.821805839338600 1991-04-01 14.849024147443400 1991-05-01 14.611811487920900 1991-06-01 14.813232950256300 1991-07-01 14.640818144802400 1991-08-01 14.806664665360401 1991-09-01 14.962379806702900 1991-10-01 14.476945846495900 1991-11-01 14.372167926681800 1991-12-01 14.218211848071801 1992-01-01 14.748106963467200 1992-02-01 14.659947236052700 1992-03-01 14.784116608487698 1992-04-01 14.762748992117901 1992-05-01 14.819195226016000 1992-06-01 14.626528440345400 1992-07-01 14.960731078837900 1992-08-01 14.723077506891801 1992-09-01 14.655695198451099 1992-10-01 14.792059198358100 1992-11-01 14.668926588398199 1992-12-01 14.645784567408200 1993-01-01 14.503702484381401 1993-02-01 14.524099380151300 1993-03-01 14.417789548965900 1993-04-01 14.698940081135600 1993-05-01 14.722731808643598 1993-06-01 14.633312424235600 1993-07-01 15.473220866659400 1993-08-01 15.416518722546000 1993-09-01 15.603769335973100 1993-10-01 15.908961813004902 1993-11-01 15.848309330680499 1993-12-01 15.997420233255700 1994-01-01 16.294865111756400 1994-02-01 16.576826405378497 1994-03-01 16.419127182261900 1994-04-01 15.926839727440500 1994-05-01 15.904888958624001 1994-06-01 15.595708981760100 1994-07-01 15.987635340016901 1994-08-01 16.311386528948200 1994-09-01 16.433810809174300 1994-10-01 16.647229015004100 1994-11-01 16.919596992165000 1994-12-01 17.047244442079600 1995-01-01 17.677585916347800 1995-02-01 17.602765591870100 1995-03-01 17.814830444209000 1995-04-01 17.766969238544103 1995-05-01 17.767826667217697 1995-06-01 17.910288109013102 1995-07-01 17.963884861146500 1995-08-01 17.965882615216900 1995-09-01 17.928912706026000 1995-10-01 17.701688118203400 1995-11-01 17.786892345306303 1995-12-01 17.983561432250700 1996-01-01 17.396458016236400 1996-02-01 17.499634156082000 1996-03-01 17.604687898406000 1996-04-01 17.476440407388000 1996-05-01 17.632340537259700 1996-06-01 17.788341481269104 1996-07-01 17.796467737401300 1996-08-01 17.866575999282603 1996-09-01 17.984272977922000 1996-10-01 17.865603579594400 1996-11-01 17.976147515422802 1996-12-01 17.962567007467100 1997-01-01 18.236840198939500 1997-02-01 18.771143430566400 1997-03-01 18.950575459194397 1997-04-01 20.258306763553200 1997-05-01 20.955040016372603 1997-06-01 20.708776410873302 1997-07-01 20.862144217494100 1997-08-01 20.788602821172500 1997-09-01 21.106280580199197 1997-10-01 21.882200314424600 1997-11-01 20.564173879037398 1997-12-01 21.363213823674200 1998-01-01 20.203384100571700 1998-02-01 20.025184874586000 1998-03-01 20.004510631060900 1998-04-01 20.504941133647698 1998-05-01 20.811411105629700 1998-06-01 21.017096829370100 1998-07-01 21.301918482557400 1998-08-01 21.613205734077898 1998-09-01 21.773634576638700 1998-10-01 21.404176232526698 1998-11-01 21.473640740140500 1998-12-01 21.988016125492500 1999-01-01 21.451592666649198 1999-02-01 21.565906998597804 1999-03-01 21.443854702658600 1999-04-01 21.966369690467800 1999-05-01 21.799665230773698 1999-06-01 21.639425769974604 1999-07-01 21.654650283059800 1999-08-01 21.737593875486898 1999-09-01 22.089480801233396 1999-10-01 20.814272854904900 1999-11-01 20.999395022347397 1999-12-01 21.409950861675803 2000-01-01 20.067183686025103 2000-02-01 20.038650985232600 2000-03-01 20.181892397960300 2000-04-01 20.272897415856800 2000-05-01 20.250742179660300 2000-06-01 20.305694798974300 2000-07-01 20.427771533599700 2000-08-01 20.809363481475700 2000-09-01 20.643258306062396 2000-10-01 20.998477584078500 2000-11-01 21.014036994551400 2000-12-01 20.944992193976603 2001-01-01 19.327150877765500 2001-02-01 19.334152136223000 2001-03-01 19.398574752458900 2001-04-01 19.920952316361200 2001-05-01 19.721271151629500 2001-06-01 19.847875616928000 2001-07-01 20.256624353214400 2001-08-01 19.653950593370700 2001-09-01 19.347193340055398 2001-10-01 19.565671637122897 2001-11-01 19.737234306824800 2001-12-01 19.935119605435000 2002-01-01 20.189875386848396 2002-02-01 20.290900055512896 2002-03-01 20.449623177292900 2002-04-01 20.164817049353000 2002-05-01 20.163216149811102 2002-06-01 19.947708508749500 2002-07-01 20.259680190311900 2002-08-01 20.285473195111603 2002-09-01 20.189738346381800 2002-10-01 20.232186595121900 2002-11-01 20.257297071914200 2002-12-01 20.255119294942396 2003-01-01 19.012434682935500 2003-02-01 19.107422489602000 2003-03-01 18.659523690298000 2003-04-01 18.411102171818700 2003-05-01 18.408262794766800 2003-06-01 18.381163261457200 2003-07-01 18.171596030196900 2003-08-01 18.230630696457100 2003-09-01 18.203943444053200 2003-10-01 18.540263027720197 2003-11-01 18.680518853663300 2003-12-01 18.370853287937102 2004-01-01 18.393770126073600 2004-02-01 18.474656634807502 2004-03-01 18.540618402773000 2004-04-01 18.420020510091200 2004-05-01 18.500819797334300 2004-06-01 18.551349962989400 2004-07-01 19.051860856415200 2004-08-01 19.132007981896700 2004-09-01 19.292856133389602 2004-10-01 19.444953145040397 2004-11-01 19.296372797576900 2004-12-01 19.391505118841700 2005-01-01 19.323776860122500 2005-02-01 19.701036101521500 2005-03-01 20.064961055016500 2005-04-01 20.418308875518600 2005-05-01 20.476466905208700 2005-06-01 20.493535878272500 2005-07-01 20.526238456091303 2005-08-01 20.498173026353500 2005-09-01 20.669080080676500 2005-10-01 20.557295929569800 2005-11-01 20.691477905888103 2005-12-01 20.804174489292300 2006-01-01 20.992116030720100 2006-02-01 20.946416593830100 2006-03-01 20.921485365776103 2006-04-01 20.691435499371700 2006-05-01 20.645372794131802 2006-06-01 20.679736029401898 2006-07-01 20.519155352689400 2006-08-01 20.482015634982897 2006-09-01 20.565026246003804 2006-10-01 20.496372467626102 2006-11-01 20.676317282622602 2006-12-01 20.806773706038600 2007-01-01 20.680667977855700 2007-02-01 20.735090573499400 2007-03-01 20.658637499527700 2007-04-01 20.968072737155700 2007-05-01 21.035966392203800 2007-06-01 21.195151567119400 2007-07-01 21.197055329268302 2007-08-01 20.851334893867897 2007-09-01 20.568761354255198 2007-10-01 20.525670176008000 2007-11-01 20.352204065661798 2007-12-01 20.288131057688602 2008-01-01 20.370153773464200 2008-02-01 20.423841535420397 2008-03-01 20.194816629639200 2008-04-01 20.442683420528102 2008-05-01 20.532640021682198 2008-06-01 20.444449149620500 2008-07-01 20.396594299442000 2008-08-01 20.541100206074300 2008-09-01 20.592898585233200 2008-10-01 20.333809040643400 2008-11-01 20.333200793231498 2008-12-01 20.088166030237200 2009-01-01 19.732296049415897 2009-02-01 19.589681762442698 2009-03-01 19.310771296478200 2009-04-01 19.123968971253603 2009-05-01 19.142400280428802 2009-06-01 19.211267996307100 2009-07-01 19.404328783412700 2009-08-01 19.548097945664800 2009-09-01 19.708800375185000 2009-10-01 20.021373273094500 2009-11-01 20.222050049026900 2009-12-01 20.302759823784896 2010-01-01 20.547253016426900 2010-02-01 20.602371054862400 2010-03-01 20.762291167710302 2010-04-01 20.898502179464900 2010-05-01 20.718025238823200 2010-06-01 20.720484898669397 2010-07-01 21.087840506524300 2010-08-01 21.005617708748698 2010-09-01 21.016488079753803 2010-10-01 21.083820064608602 2010-11-01 21.108109415936397 2010-12-01 21.428377644763300 2011-01-01 21.466135938095103 2011-02-01 21.619246733434200 2011-03-01 21.912805950789600 2011-04-01 22.088060793630400 2011-05-01 22.201076684753605 2011-06-01 22.212020838175000 2011-07-01 22.181985423965802 2011-08-01 22.056871916864200 2011-09-01 22.227567812563000 2011-10-01 22.146543987165497 2011-11-01 22.384479809189600 2011-12-01 22.543007555992197 2012-01-01 22.923952971951604 2012-02-01 22.945871062328898 2012-03-01 22.943689602706800 2012-04-01 23.301367127192602 2012-05-01 23.475686682394300 2012-06-01 23.605547818639700 2012-07-01 23.483689678723803 2012-08-01 23.508265080259900 2012-09-01 23.641306861232800 2012-10-01 23.694180865846800 2012-11-01 23.650855816464500 2012-12-01 23.535580303176900 2013-01-01 23.765914597967300 2013-02-01 23.973513292089400 2013-03-01 23.973249303578502 2013-04-01 23.725519779723000 2013-05-01 23.767857711142900 2013-06-01 23.635192627770800 2013-07-01 23.687394412753402 2013-08-01 24.181075919838500 2013-09-01 24.555723222188000 2013-10-01 24.158320979095100 2013-11-01 23.919304698333303 2013-12-01 23.811010356491800 2014-01-01 22.969713045089000 2014-02-01 22.842150086041197 2014-03-01 23.118274600447800 2014-04-01 23.452438851241700 2014-05-01 23.370404343970400 2014-06-01 23.995552881141897 2014-07-01 24.488465320058800 2014-08-01 24.192164609428502 2014-09-01 23.460794791034000 2014-10-01 23.241105373329102 2014-11-01 23.297971624493105 2014-12-01 22.960653914726500 2015-01-01 22.890543963827895 2015-02-01 22.743399683830300 2015-03-01 22.577706649909896 2015-04-01 22.161166940325103 2015-05-01 22.094979420342700 2015-06-01 21.768192051436895 2015-07-01 21.699955293305504 2015-08-01 21.574313213647198 2015-09-01 21.866857122578303 2015-10-01 22.257214572965303 2015-11-01 22.097078276667105 2015-12-01 22.326671897992500 2016-01-01 22.291711764234900 2016-02-01 22.232711678914700 2016-03-01 22.326550424621200 2016-04-01 22.259599393685900 2016-05-01 22.101721518013700 2016-06-01 21.895141939012298 2016-07-01 22.070722295252000 2016-08-01 21.912169796146102 2016-09-01 21.543759290470800 2016-10-01 21.492215884243300 2016-11-01 21.211917198495100 2016-12-01 21.108382647091400 2017-01-01 20.941935574015500 2017-02-01 20.790234162591500 2017-03-01 20.791923146960002 2017-04-01 20.764824295322303 2017-05-01 20.636095402837300 2017-06-01 20.398871232314697 2017-07-01 20.264863699294500 2017-08-01 20.273358626699800 2017-09-01 20.416200070791700 2017-10-01 20.329657437915603 2017-11-01 20.418331416692800 2017-12-01 20.530439401549900 2018-01-01 20.515424106937600 2018-02-01 20.671842832660400 2018-03-01 20.595864645228000 2018-04-01 20.461677036166100 2018-05-01 20.452281207360800 2018-06-01 20.785141514321100 2018-07-01 20.270373101901200 2018-08-01 20.086443126230602 2018-09-01 20.085751759922303 2018-10-01 20.135790717440397 2018-11-01 20.111972946170102 2018-12-01 20.068499434077800 2019-01-01 19.875137235517897 2019-02-01 19.826967061927600 2019-03-01 20.007169804763300 2019-04-01 19.969701575932900 2019-05-01 19.982049983935300 2019-06-01 20.165124864326000 2019-07-01 20.181705802146100 2019-08-01 20.097948304644600 2019-09-01 20.062633928173600 2019-10-01 19.428754619408398 2019-11-01 19.305003922461900 2019-12-01 19.312747527352396 2020-01-01 19.547699701609400 2020-02-01 19.403551486734603 2020-03-01 19.188879897987200 2020-04-01 16.773323727168300 2020-05-01 17.111223492485700 2020-06-01 17.485116686909002 2020-07-01 17.648207125259300 2020-08-01 17.743979273227300 2020-09-01 18.061421857919000 2020-10-01 18.121710807919396 2020-11-01 18.417649413789900 2020-12-01 18.645959067259103 2021-01-01 17.879385304264396 2021-02-01 17.754410991725198 2021-03-01 17.948279706848396 2021-04-01 18.068573581120000 2021-05-01 18.018019150127200 2021-06-01 17.579230714702400 2021-07-01 17.470967978440200 2021-08-01 17.661994162666800 2021-09-01 17.459875311799100 2021-10-01 17.806328061914197 2021-11-01 17.832446098952502 2021-12-01 17.754201329064200 2022-01-01 17.978531907123397 2022-02-01 18.064599976083898 2022-03-01 18.124584896361398 2022-04-01 17.945214840672600 2022-05-01 17.906814953458900 2022-06-01 17.982210569332498 2022-07-01 17.995147073657200 2022-08-01 17.868505880306397 2022-09-01 18.063063820030198 2022-10-01 17.992099587345397 2022-11-01 17.848070477580700 2022-12-01 17.960802791930600 2023-01-01 17.980433036548900 2023-02-01 17.961643093247602 2023-03-01 18.090253668481000 2023-04-01 18.032704920155698 2023-05-01 17.997532959139100 2023-06-01 17.984693775235897 2023-07-01 17.910199263432396 2023-08-01 17.883390371846700 2023-09-01 17.868079183170302 2023-10-01 17.787918574119700 2023-11-01 17.764283491686400 2023-12-01 17.747948550335500 2024-01-01 17.683644943345300 2024-02-01 17.667553924833900 2024-03-01 17.655711163811800