Table Data - All Employees: Professional and Business Services in Youngstown-Warren-Boardman, OH-PA (MSA)
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:00 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 | 14.593362717973800 |
| 1990-02-01 | 14.804526300703800 |
| 1990-03-01 | 14.836673559473500 |
| 1990-04-01 | 14.942524497370801 |
| 1990-05-01 | 15.606138320293100 |
| 1990-06-01 | 15.297923004681302 |
| 1990-07-01 | 15.296092072980098 |
| 1990-08-01 | 15.377596620356400 |
| 1990-09-01 | 15.455964208342000 |
| 1990-10-01 | 15.348200808728098 |
| 1990-11-01 | 15.471469654109399 |
| 1990-12-01 | 15.310838235834000 |
| 1991-01-01 | 14.889245218644400 |
| 1991-02-01 | 14.894549551524700 |
| 1991-03-01 | 14.821861635234699 |
| 1991-04-01 | 14.849100939379600 |
| 1991-05-01 | 14.611934583699300 |
| 1991-06-01 | 14.813361887135999 |
| 1991-07-01 | 14.640687936118500 |
| 1991-08-01 | 14.806565189754400 |
| 1991-09-01 | 14.962293675482700 |
| 1991-10-01 | 14.476881368238500 |
| 1991-11-01 | 14.372117232315302 |
| 1991-12-01 | 14.218177288950800 |
| 1992-01-01 | 14.748191356495600 |
| 1992-02-01 | 14.659966140833900 |
| 1992-03-01 | 14.784168468993098 |
| 1992-04-01 | 14.762825336097698 |
| 1992-05-01 | 14.819315741397800 |
| 1992-06-01 | 14.626679838588900 |
| 1992-07-01 | 14.960585900514900 |
| 1992-08-01 | 14.722971135640400 |
| 1992-09-01 | 14.655609384149000 |
| 1992-10-01 | 14.791995865048001 |
| 1992-11-01 | 14.668881852664800 |
| 1992-12-01 | 14.645656557135599 |
| 1993-01-01 | 14.503865736522400 |
| 1993-02-01 | 14.524125739027400 |
| 1993-03-01 | 14.417846808841901 |
| 1993-04-01 | 14.699015513129401 |
| 1993-05-01 | 14.722836218324100 |
| 1993-06-01 | 14.633461586479301 |
| 1993-07-01 | 15.473080286724901 |
| 1993-08-01 | 15.416415947782301 |
| 1993-09-01 | 15.603684635143699 |
| 1993-10-01 | 15.908901038193500 |
| 1993-11-01 | 15.848275514941700 |
| 1993-12-01 | 15.997119857755699 |
| 1994-01-01 | 16.295138044067900 |
| 1994-02-01 | 16.576888979191000 |
| 1994-03-01 | 16.419228303334900 |
| 1994-04-01 | 15.926899909233100 |
| 1994-05-01 | 15.905000639151800 |
| 1994-06-01 | 15.595859219807000 |
| 1994-07-01 | 15.987499112728200 |
| 1994-08-01 | 16.311284590899000 |
| 1994-09-01 | 16.433727877381300 |
| 1994-10-01 | 16.647179304243902 |
| 1994-11-01 | 16.919573183688300 |
| 1994-12-01 | 17.046713890114200 |
| 1995-01-01 | 17.677978565568800 |
| 1995-02-01 | 17.602909025998198 |
| 1995-03-01 | 17.814993452826200 |
| 1995-04-01 | 17.767011758933100 |
| 1995-05-01 | 17.767937460235000 |
| 1995-06-01 | 17.910404068502700 |
| 1995-07-01 | 17.963772226616896 |
| 1995-08-01 | 17.965788758548000 |
| 1995-09-01 | 17.928836170369802 |
| 1995-10-01 | 17.701636957696103 |
| 1995-11-01 | 17.786863219260300 |
| 1995-12-01 | 17.982834607723102 |
| 1996-01-01 | 17.396912406900400 |
| 1996-02-01 | 17.499853731267100 |
| 1996-03-01 | 17.604908306700200 |
| 1996-04-01 | 17.476435203482000 |
| 1996-05-01 | 17.632450662379302 |
| 1996-06-01 | 17.788399822541603 |
| 1996-07-01 | 17.796400155437000 |
| 1996-08-01 | 17.866493698624000 |
| 1996-09-01 | 17.984196807896800 |
| 1996-10-01 | 17.865559539783900 |
| 1996-11-01 | 17.976104209343500 |
| 1996-12-01 | 17.961724648266700 |
| 1997-01-01 | 18.237347050315897 |
| 1997-02-01 | 18.771469167975800 |
| 1997-03-01 | 18.950859933252200 |
| 1997-04-01 | 20.258282884497500 |
| 1997-05-01 | 20.955162230921303 |
| 1997-06-01 | 20.708783496485100 |
| 1997-07-01 | 20.862097777969300 |
| 1997-08-01 | 20.788512128470000 |
| 1997-09-01 | 21.106184478963100 |
| 1997-10-01 | 21.882135961308304 |
| 1997-11-01 | 20.564093270444000 |
| 1997-12-01 | 21.362244005803900 |
| 1998-01-01 | 20.203910759709398 |
| 1998-02-01 | 20.025582672578000 |
| 1998-03-01 | 20.004843882986897 |
| 1998-04-01 | 20.504888865192700 |
| 1998-05-01 | 20.811548085193000 |
| 1998-06-01 | 21.017095651546800 |
| 1998-07-01 | 21.301863653600500 |
| 1998-08-01 | 21.613098655912598 |
| 1998-09-01 | 21.773510005143102 |
| 1998-10-01 | 21.404098659100498 |
| 1998-11-01 | 21.473510265837200 |
| 1998-12-01 | 21.987188983515700 |
| 1999-01-01 | 21.452095708417602 |
| 1999-02-01 | 21.566332233640498 |
| 1999-03-01 | 21.444184079602600 |
| 1999-04-01 | 21.966332027057400 |
| 1999-05-01 | 21.799788466964200 |
| 1999-06-01 | 21.639427703958700 |
| 1999-07-01 | 21.654582635823697 |
| 1999-08-01 | 21.737477446909300 |
| 1999-09-01 | 22.089347694318300 |
| 1999-10-01 | 20.814179994326700 |
| 1999-11-01 | 20.999249985790300 |
| 1999-12-01 | 21.409405112535698 |
| 2000-01-01 | 20.067547135154100 |
| 2000-02-01 | 20.039008921715800 |
| 2000-03-01 | 20.182130721564697 |
| 2000-04-01 | 20.272855518707100 |
| 2000-05-01 | 20.250831423455500 |
| 2000-06-01 | 20.305708008053898 |
| 2000-07-01 | 20.427714447133102 |
| 2000-08-01 | 20.809266133575100 |
| 2000-09-01 | 20.643142889789400 |
| 2000-10-01 | 20.998389468165698 |
| 2000-11-01 | 21.013896455658700 |
| 2000-12-01 | 20.944668676131900 |
| 2001-01-01 | 19.327390426898700 |
| 2001-02-01 | 19.334447286001602 |
| 2001-03-01 | 19.398714863382400 |
| 2001-04-01 | 19.920932631140500 |
| 2001-05-01 | 19.721314649313200 |
| 2001-06-01 | 19.847895300140800 |
| 2001-07-01 | 20.256575267674800 |
| 2001-08-01 | 19.653882527574400 |
| 2001-09-01 | 19.347115777204397 |
| 2001-10-01 | 19.565602413993197 |
| 2001-11-01 | 19.737134187921200 |
| 2001-12-01 | 19.934972818479800 |
| 2002-01-01 | 20.189987655574300 |
| 2002-02-01 | 20.291161898385700 |
| 2002-03-01 | 20.449702037834400 |
| 2002-04-01 | 20.164787718165500 |
| 2002-05-01 | 20.163233546509602 |
| 2002-06-01 | 19.947730945218698 |
| 2002-07-01 | 20.259646307451998 |
| 2002-08-01 | 20.285433825200602 |
| 2002-09-01 | 20.189690118191802 |
| 2002-10-01 | 20.232129829120500 |
| 2002-11-01 | 20.257214567451300 |
| 2002-12-01 | 20.255079931354498 |
| 2003-01-01 | 19.012463727878803 |
| 2003-02-01 | 19.107607330881200 |
| 2003-03-01 | 18.659547597316500 |
| 2003-04-01 | 18.411085405233603 |
| 2003-05-01 | 18.408256180336900 |
| 2003-06-01 | 18.381182557673103 |
| 2003-07-01 | 18.171573155160500 |
| 2003-08-01 | 18.230613117314302 |
| 2003-09-01 | 18.203930205433103 |
| 2003-10-01 | 18.540226800807100 |
| 2003-11-01 | 18.680475273735700 |
| 2003-12-01 | 18.370866722790197 |
| 2004-01-01 | 18.393737051636000 |
| 2004-02-01 | 18.474794984236300 |
| 2004-03-01 | 18.540613947434900 |
| 2004-04-01 | 18.419996987560197 |
| 2004-05-01 | 18.500810193010900 |
| 2004-06-01 | 18.551369376982100 |
| 2004-07-01 | 19.051848634198800 |
| 2004-08-01 | 19.132002822937697 |
| 2004-09-01 | 19.292857655314698 |
| 2004-10-01 | 19.444929636122698 |
| 2004-11-01 | 19.296341116282200 |
| 2004-12-01 | 19.391531178298400 |
| 2005-01-01 | 19.323738768886800 |
| 2005-02-01 | 19.701125905124800 |
| 2005-03-01 | 20.064949123963200 |
| 2005-04-01 | 20.418290626416500 |
| 2005-05-01 | 20.476457141206602 |
| 2005-06-01 | 20.493554471348897 |
| 2005-07-01 | 20.526231963040800 |
| 2005-08-01 | 20.498172906192600 |
| 2005-09-01 | 20.669085838187400 |
| 2005-10-01 | 20.557282570588900 |
| 2005-11-01 | 20.691456614428300 |
| 2005-12-01 | 20.804192057870200 |
| 2006-01-01 | 20.992090258762600 |
| 2006-02-01 | 20.946465961097200 |
| 2006-03-01 | 20.921477036707300 |
| 2006-04-01 | 20.691423687951602 |
| 2006-05-01 | 20.645369097428500 |
| 2006-06-01 | 20.679746627569802 |
| 2006-07-01 | 20.519152603663603 |
| 2006-08-01 | 20.482017276996900 |
| 2006-09-01 | 20.565030854371102 |
| 2006-10-01 | 20.496366066222100 |
| 2006-11-01 | 20.676305664438400 |
| 2006-12-01 | 20.806780195088000 |
| 2007-01-01 | 20.680664389303600 |
| 2007-02-01 | 20.735096259173897 |
| 2007-03-01 | 20.658638656085700 |
| 2007-04-01 | 20.968070461869200 |
| 2007-05-01 | 21.035967022060102 |
| 2007-06-01 | 21.195157368536900 |
| 2007-07-01 | 21.197052899769500 |
| 2007-08-01 | 20.851334339439800 |
| 2007-09-01 | 20.568761186305900 |
| 2007-10-01 | 20.525669570209800 |
| 2007-11-01 | 20.352203609022200 |
| 2007-12-01 | 20.288131449776500 |
| 2008-01-01 | 20.370150195629602 |
| 2008-02-01 | 20.423843569375400 |
| 2008-03-01 | 20.194815789902400 |
| 2008-04-01 | 20.442683357796800 |
| 2008-05-01 | 20.532641762627300 |
| 2008-06-01 | 20.444449758563300 |
| 2008-07-01 | 20.396593433638397 |
| 2008-08-01 | 20.541100737514300 |
| 2008-09-01 | 20.592899126424800 |
| 2008-10-01 | 20.333809136955000 |
| 2008-11-01 | 20.333200600294400 |
| 2008-12-01 | 20.088165904032603 |
| 2009-01-01 | 19.732296047985000 |
| 2009-02-01 | 19.589681837776100 |
| 2009-03-01 | 19.310768818585000 |
| 2009-04-01 | 19.123969494443500 |
| 2009-05-01 | 19.142400663797300 |
| 2009-06-01 | 19.211267910017604 |
| 2009-07-01 | 19.404328310442900 |
| 2009-08-01 | 19.548098633714602 |
| 2009-09-01 | 19.708801314920198 |
| 2009-10-01 | 20.021374207900397 |
| 2009-11-01 | 20.222050713698800 |
| 2009-12-01 | 20.302760305248498 |
| 2010-01-01 | 20.547253115413200 |
| 2010-02-01 | 20.602370475545897 |
| 2010-03-01 | 20.762288231376700 |
| 2010-04-01 | 20.898500993241800 |
| 2010-05-01 | 20.718024063015800 |
| 2010-06-01 | 20.720484101381100 |
| 2010-07-01 | 21.087840695400600 |
| 2010-08-01 | 21.005619456200400 |
| 2010-09-01 | 21.016490052453000 |
| 2010-10-01 | 21.083822931718200 |
| 2010-11-01 | 21.108111773871000 |
| 2010-12-01 | 21.428379625983000 |
| 2011-01-01 | 21.466136070930800 |
| 2011-02-01 | 21.619245046561602 |
| 2011-03-01 | 21.912799829847300 |
| 2011-04-01 | 22.088058187312104 |
| 2011-05-01 | 22.201067467809800 |
| 2011-06-01 | 22.212017532860603 |
| 2011-07-01 | 22.181984830551400 |
| 2011-08-01 | 22.056889570659000 |
| 2011-09-01 | 22.227569157135700 |
| 2011-10-01 | 22.146548018980898 |
| 2011-11-01 | 22.384483774461398 |
| 2011-12-01 | 22.543010848719300 |
| 2012-01-01 | 22.923952409024000 |
| 2012-02-01 | 22.945867567226000 |
| 2012-03-01 | 22.943679641574600 |
| 2012-04-01 | 23.301362404646103 |
| 2012-05-01 | 23.475667351110800 |
| 2012-06-01 | 23.605540357962700 |
| 2012-07-01 | 23.483684851575997 |
| 2012-08-01 | 23.508295882438603 |
| 2012-09-01 | 23.641300358070396 |
| 2012-10-01 | 23.694223499301100 |
| 2012-11-01 | 23.650853459512803 |
| 2012-12-01 | 23.535578430605300 |
| 2013-01-01 | 23.765908888171897 |
| 2013-02-01 | 23.973505446731302 |
| 2013-03-01 | 23.973232982899198 |
| 2013-04-01 | 23.725513224729600 |
| 2013-05-01 | 23.767829813114300 |
| 2013-06-01 | 23.635182206682895 |
| 2013-07-01 | 23.687386034352798 |
| 2013-08-01 | 24.181120589377198 |
| 2013-09-01 | 24.555709916495900 |
| 2013-10-01 | 24.158404800294700 |
| 2013-11-01 | 23.919297400527200 |
| 2013-12-01 | 23.811003596204100 |
| 2014-01-01 | 22.969701264710302 |
| 2014-02-01 | 22.842133194769502 |
| 2014-03-01 | 23.118244658713700 |
| 2014-04-01 | 23.452415207931600 |
| 2014-05-01 | 23.370362518947502 |
| 2014-06-01 | 23.995537409529200 |
| 2014-07-01 | 24.488471024958500 |
| 2014-08-01 | 24.192242258527898 |
| 2014-09-01 | 23.460821437376698 |
| 2014-10-01 | 23.241264572529800 |
| 2014-11-01 | 23.297977765815897 |
| 2014-12-01 | 22.960624699972100 |
| 2015-01-01 | 22.890470862299400 |
| 2015-02-01 | 22.743293321754198 |
| 2015-03-01 | 22.577578480887700 |
| 2015-04-01 | 22.161065292932300 |
| 2015-05-01 | 22.094906264305802 |
| 2015-06-01 | 21.768250944781400 |
| 2015-07-01 | 21.700068020114497 |
| 2015-08-01 | 21.574544766115498 |
| 2015-09-01 | 21.867050472250400 |
| 2015-10-01 | 22.257482295160700 |
| 2015-11-01 | 22.097091968813400 |
| 2015-12-01 | 22.326523926460098 |
| 2016-01-01 | 22.291416082524098 |
| 2016-02-01 | 22.232340423961002 |
| 2016-03-01 | 22.326179803427898 |
| 2016-04-01 | 22.259338290042300 |
| 2016-05-01 | 22.101629251897200 |
| 2016-06-01 | 21.895341831239200 |
| 2016-07-01 | 22.071070541349503 |
| 2016-08-01 | 21.912704506483700 |
| 2016-09-01 | 21.544601278224100 |
| 2016-10-01 | 21.492712898743800 |
| 2016-11-01 | 21.212098057283600 |
| 2016-12-01 | 21.108279072395200 |
| 2017-01-01 | 20.940068999339700 |
| 2017-02-01 | 20.789714057655200 |
| 2017-03-01 | 20.791769444413898 |
| 2017-04-01 | 20.762979940557500 |
| 2017-05-01 | 20.636722638794197 |
| 2017-06-01 | 20.399683934473300 |
| 2017-07-01 | 20.265682027032700 |
| 2017-08-01 | 20.274327440699000 |
| 2017-09-01 | 20.417861303361000 |
| 2017-10-01 | 20.330612806222398 |
| 2017-11-01 | 20.418359762390400 |
| 2017-12-01 | 20.530256439623300 |
| 2018-01-01 | 20.511284024101300 |
| 2018-02-01 | 20.670487839821998 |
| 2018-03-01 | 20.596296587965000 |
| 2018-04-01 | 20.458572293928700 |
| 2018-05-01 | 20.453656177076500 |
| 2018-06-01 | 20.786766642860698 |
| 2018-07-01 | 20.271907936747300 |
| 2018-08-01 | 20.088113116370803 |
| 2018-09-01 | 20.088491116535900 |
| 2018-10-01 | 20.137412427120700 |
| 2018-11-01 | 20.111856852199000 |
| 2018-12-01 | 20.067965999868400 |
| 2019-01-01 | 19.868330978966800 |
| 2019-02-01 | 19.824158376413700 |
| 2019-03-01 | 20.007533407504700 |
| 2019-04-01 | 19.965133013443000 |
| 2019-05-01 | 19.984338259202600 |
| 2019-06-01 | 20.168220213327400 |
| 2019-07-01 | 20.184998333009700 |
| 2019-08-01 | 20.101356173642900 |
| 2019-09-01 | 20.066838829133000 |
| 2019-10-01 | 19.431054336213100 |
| 2019-11-01 | 19.304166435311100 |
| 2019-12-01 | 19.310743500408100 |
| 2020-01-01 | 19.538148992143900 |
| 2020-02-01 | 19.397854808903700 |
| 2020-03-01 | 19.187756535796200 |
| 2020-04-01 | 16.769081069517600 |
| 2020-05-01 | 17.113860657292303 |
| 2020-06-01 | 17.489883678422100 |
| 2020-07-01 | 17.653999840205500 |
| 2020-08-01 | 17.749892634829700 |
| 2020-09-01 | 18.067462547775500 |
| 2020-10-01 | 18.124741341889898 |
| 2020-11-01 | 18.416221194378604 |
| 2020-12-01 | 18.642007722462896 |
| 2021-01-01 | 17.867096536912197 |
| 2021-02-01 | 17.743793424631800 |
| 2021-03-01 | 17.939261590155603 |
| 2021-04-01 | 18.066352924963600 |
| 2021-05-01 | 18.019475175441300 |
| 2021-06-01 | 17.589825555851200 |
| 2021-07-01 | 17.486491252941500 |
| 2021-08-01 | 17.670682470621300 |
| 2021-09-01 | 17.470133723844200 |
| 2021-10-01 | 17.808265267019998 |
| 2021-11-01 | 17.826483688738602 |
| 2021-12-01 | 17.745933637991500 |
| 2022-01-01 | 17.962980433763800 |
| 2022-02-01 | 18.049258804690197 |
| 2022-03-01 | 18.109968509449300 |
| 2022-04-01 | 17.948956865380700 |
| 2022-05-01 | 17.905537176705803 |
| 2022-06-01 | 17.995340342863000 |
| 2022-07-01 | 18.017610549516000 |
| 2022-08-01 | 17.877807983672103 |
| 2022-09-01 | 18.078919823082000 |
| 2022-10-01 | 17.997829957151100 |
| 2022-11-01 | 17.838866909706198 |
| 2022-12-01 | 17.947844940594400 |
| 2023-01-01 | 17.962250508361300 |
| 2023-02-01 | 17.942062184482502 |
| 2023-03-01 | 18.068932090599500 |
| 2023-04-01 | 18.044527459560800 |
| 2023-05-01 | 17.993904489360700 |
| 2023-06-01 | 17.997438261054200 |
| 2023-07-01 | 17.937012069016300 |
| 2023-08-01 | 17.892949697175897 |
| 2023-09-01 | 17.886776277704698 |
| 2023-10-01 | 17.799529802236700 |
| 2023-11-01 | 17.753564737492500 |
| 2023-12-01 | 17.731323071418604 |
| 2024-01-01 | 17.664872389092800 |
| 2024-02-01 | 17.647646352317900 |
| 2024-03-01 | 17.634576880121500 |
| 2024-04-01 | 17.542482620755000 |
| 2024-05-01 | 17.587899666754000 |
| 2024-06-01 | 17.497987565191100 |
| 2024-07-01 | 17.441993294256200 |
| 2024-08-01 | 17.495665697325400 |
| 2024-09-01 | 17.394148718942500 |
| 2024-10-01 | 17.417996558931698 |
| 2024-11-01 | 17.473702187269900 |
