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: Business Support Services in Pennsylvania Series ID: SMU42000006056140001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 4:41 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/SMU42000006056140001). 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 17.029450724359200 1990-02-01 17.092731487740300 1990-03-01 17.063139542987400 1990-04-01 17.187289780935302 1990-05-01 17.181592228666900 1990-06-01 17.212058151115198 1990-07-01 17.190269731505300 1990-08-01 17.411794433144802 1990-09-01 17.307938424119000 1990-10-01 17.475257552311700 1990-11-01 17.485726637207900 1990-12-01 17.554530346842200 1991-01-01 17.949968458524200 1991-02-01 18.009486772885400 1991-03-01 17.861830365788800 1991-04-01 17.872950528609397 1991-05-01 17.855921174083200 1991-06-01 17.883810724087700 1991-07-01 18.100453884410100 1991-08-01 18.231678627650602 1991-09-01 18.033917535555698 1991-10-01 18.081002005992200 1991-11-01 18.066153755317398 1991-12-01 18.046225815252600 1992-01-01 18.892995601891400 1992-02-01 18.934098870565600 1992-03-01 19.037462360094900 1992-04-01 18.664328092071300 1992-05-01 19.002408650416800 1992-06-01 19.132349958134398 1992-07-01 19.512801504575698 1992-08-01 19.173054589442900 1992-09-01 19.488355464527200 1992-10-01 19.410928744377802 1992-11-01 19.330381918731200 1992-12-01 19.505088519268302 1993-01-01 19.254916921176200 1993-02-01 19.155454466830896 1993-03-01 19.191744664807800 1993-04-01 19.254952304904197 1993-05-01 19.347770440786500 1993-06-01 19.374450707701303 1993-07-01 19.548379685546500 1993-08-01 19.617117432843500 1993-09-01 19.835624504113200 1993-10-01 19.861569081008700 1993-11-01 20.105626997071800 1993-12-01 20.151539524970800 1994-01-01 20.939644842891000 1994-02-01 20.855014727380300 1994-03-01 21.038126222764300 1994-04-01 21.739208697726603 1994-05-01 21.845612800075802 1994-06-01 22.084863013389896 1994-07-01 21.784626976536497 1994-08-01 22.087321791402804 1994-09-01 22.240397989348400 1994-10-01 22.741681945153800 1994-11-01 23.073146554649000 1994-12-01 22.989267619342197 1995-01-01 22.704434546003700 1995-02-01 23.020090875119900 1995-03-01 23.268271679260998 1995-04-01 23.014635825648302 1995-05-01 23.371975067400900 1995-06-01 23.430752387422700 1995-07-01 23.638676161620900 1995-08-01 23.745700173592898 1995-09-01 23.844156929725800 1995-10-01 24.013159652108000 1995-11-01 24.376029223794800 1995-12-01 24.627307549271997 1996-01-01 24.343490937914500 1996-02-01 24.550321680765702 1996-03-01 24.686475519418302 1996-04-01 24.785415898960000 1996-05-01 25.028560696928200 1996-06-01 25.533151652873200 1996-07-01 25.661089248446900 1996-08-01 26.311236361337300 1996-09-01 26.160550325927500 1996-10-01 25.876574624548700 1996-11-01 26.385007566929500 1996-12-01 26.554174573399703 1997-01-01 27.084096154260603 1997-02-01 27.489118637857800 1997-03-01 27.364199419856302 1997-04-01 27.923010290534200 1997-05-01 28.239389973599700 1997-06-01 29.249811844578900 1997-07-01 27.971899642141200 1997-08-01 27.946999378924602 1997-09-01 28.253566970574700 1997-10-01 29.736190846137100 1997-11-01 29.675769309287400 1997-12-01 29.865464105155603 1998-01-01 31.212062466518102 1998-02-01 31.237564963162400 1998-03-01 31.026358718304300 1998-04-01 30.949122303301500 1998-05-01 31.414911887161498 1998-06-01 31.763068682115303 1998-07-01 31.977598528482900 1998-08-01 31.692671758566900 1998-09-01 32.049774240995500 1998-10-01 33.251908200213200 1998-11-01 33.839858625329796 1998-12-01 34.382639697385700 1999-01-01 34.077526398654400 1999-02-01 34.327461101147300 1999-03-01 35.090617897976195 1999-04-01 34.560123617568100 1999-05-01 34.550837540890400 1999-06-01 34.292028272186300 1999-07-01 35.118575857524400 1999-08-01 34.896725566716000 1999-09-01 33.654728505461700 1999-10-01 35.211946053933204 1999-11-01 35.085736428499500 1999-12-01 35.351777695928000 2000-01-01 35.410373654793500 2000-02-01 35.738926163548000 2000-03-01 36.843354845178900 2000-04-01 37.497308483483000 2000-05-01 37.503554019122504 2000-06-01 38.250763338164600 2000-07-01 38.258581441638500 2000-08-01 38.461154067443900 2000-09-01 38.197942066591800 2000-10-01 38.571871396540296 2000-11-01 38.920288636630700 2000-12-01 38.695504936358795 2001-01-01 39.178592679507204 2001-02-01 39.536678494251500 2001-03-01 39.040918472714900 2001-04-01 38.355869869713100 2001-05-01 38.239183820497200 2001-06-01 38.266924047847000 2001-07-01 38.411096356532400 2001-08-01 38.969995497153100 2001-09-01 38.737822612562300 2001-10-01 38.306445541892900 2001-11-01 38.204572497706710 2001-12-01 38.449510205673900 2002-01-01 37.489552926867795 2002-02-01 37.119135076571900 2002-03-01 36.747285695548290 2002-04-01 36.668527526186500 2002-05-01 36.500322383955705 2002-06-01 36.038545650891200 2002-07-01 35.825847448052200 2002-08-01 35.872620510577995 2002-09-01 36.099780265525700 2002-10-01 36.059530813980700 2002-11-01 35.853513998536500 2002-12-01 35.751452773484700 2003-01-01 35.533857369720900 2003-02-01 35.173933863753000 2003-03-01 34.925968874076900 2003-04-01 35.094209521038100 2003-05-01 34.890011160227104 2003-06-01 34.961461661423200 2003-07-01 35.656355068265400 2003-08-01 34.955778556542100 2003-09-01 34.616193941770700 2003-10-01 34.434748665017400 2003-11-01 34.395029181198600 2003-12-01 34.695774819700800 2004-01-01 35.509344201682890 2004-02-01 35.328077612781210 2004-03-01 35.148899326527000 2004-04-01 35.418771495029600 2004-05-01 35.370595535987500 2004-06-01 35.884443496172500 2004-07-01 35.142150671872000 2004-08-01 34.874791119447800 2004-09-01 35.087099166880900 2004-10-01 35.436958848893795 2004-11-01 35.324585010245600 2004-12-01 34.906526463310400 2005-01-01 34.875957653780900 2005-02-01 34.796789627579800 2005-03-01 34.952063056429600 2005-04-01 35.162163911282500 2005-05-01 34.555829117533200 2005-06-01 34.591416328100200 2005-07-01 34.648176011372000 2005-08-01 34.411349959418900 2005-09-01 34.135673622765395 2005-10-01 33.814106711304500 2005-11-01 33.727322659614200 2005-12-01 33.326571845192200 2006-01-01 33.706294208759300 2006-02-01 34.096103260899200 2006-03-01 34.157242406913200 2006-04-01 34.253902886160496 2006-05-01 34.480586571566000 2006-06-01 34.519318804344600 2006-07-01 34.457936491574500 2006-08-01 34.642120683078700 2006-09-01 34.888499985206100 2006-10-01 34.894509775888300 2006-11-01 34.975435098929400 2006-12-01 35.182706329139500 2007-01-01 34.924730570229100 2007-02-01 34.802518730366700 2007-03-01 34.879792377180200 2007-04-01 34.853186565545805 2007-05-01 35.016890554530500 2007-06-01 35.373975448495000 2007-07-01 35.002204539409400 2007-08-01 34.653166552093396 2007-09-01 34.597059040336200 2007-10-01 34.645178573299600 2007-11-01 34.499791350798695 2007-12-01 34.444396651512500 2008-01-01 34.647009361545400 2008-02-01 34.453636538169500 2008-03-01 34.265609206194000 2008-04-01 33.852531729049500 2008-05-01 33.472634255497105 2008-06-01 33.095166361143605 2008-07-01 32.901690149236394 2008-08-01 32.814678403780500 2008-09-01 32.583876291206100 2008-10-01 32.182629135564800 2008-11-01 31.960939689026400 2008-12-01 31.747789434582000 2009-01-01 31.807344542746000 2009-02-01 31.620161251656700 2009-03-01 31.481033309260700 2009-04-01 31.521000767534197 2009-05-01 31.517429855777300 2009-06-01 31.612708217009600 2009-07-01 31.600431098796700 2009-08-01 31.667576333509498 2009-09-01 31.792612164292102 2009-10-01 31.919468136420600 2009-11-01 31.998003668877804 2009-12-01 31.928125462961603 2010-01-01 31.911351816527900 2010-02-01 31.569756113680100 2010-03-01 31.655222823763500 2010-04-01 31.560550587395802 2010-05-01 31.776348286731200 2010-06-01 31.713751433178803 2010-07-01 31.794953723560600 2010-08-01 31.839121344671200 2010-09-01 31.716433664325500 2010-10-01 31.772597552169103 2010-11-01 31.964384446299896 2010-12-01 32.218049626132200 2011-01-01 31.746706341479000 2011-02-01 31.801383083549800 2011-03-01 31.604946180080300 2011-04-01 31.681668402436500 2011-05-01 31.501490654145100 2011-06-01 31.504990663586000 2011-07-01 31.390933369238800 2011-08-01 31.313358801731400 2011-09-01 31.156010467847900 2011-10-01 31.152634628352104 2011-11-01 30.567835456033200 2011-12-01 30.627775162906605 2012-01-01 30.496142981794400 2012-02-01 30.419203725198802 2012-03-01 30.439408528255800 2012-04-01 30.490254800676700 2012-05-01 30.705252757383400 2012-06-01 30.278095536833895 2012-07-01 30.286893900475000 2012-08-01 29.805102675705300 2012-09-01 30.009231094248500 2012-10-01 29.838867764227600 2012-11-01 29.577602950053800 2012-12-01 29.437110283446398 2013-01-01 29.027598206177398 2013-02-01 29.231615885766100 2013-03-01 29.256058917789602 2013-04-01 29.084844644336700 2013-05-01 28.977445548170000 2013-06-01 29.174325940685200 2013-07-01 29.099927243512003 2013-08-01 29.112757450661000 2013-09-01 29.273268200673800 2013-10-01 29.213934882140602 2013-11-01 29.369510143006100 2013-12-01 29.430657376697997 2014-01-01 29.545109496985898 2014-02-01 29.640559864391697 2014-03-01 29.877971485096303 2014-04-01 29.385511830048000 2014-05-01 29.257708804268397 2014-06-01 28.676339439268197 2014-07-01 28.937902226531600 2014-08-01 28.833603183860802 2014-09-01 28.537298245056800 2014-10-01 28.474450137733804 2014-11-01 28.572835970829000 2014-12-01 28.635167573390103 2015-01-01 28.748103787430300 2015-02-01 28.565754026254200 2015-03-01 28.516792543152498 2015-04-01 28.476268379370605 2015-05-01 28.711748221280800 2015-06-01 28.900097174259400 2015-07-01 29.285691293016400 2015-08-01 29.147248782427397 2015-09-01 28.909640542552900 2015-10-01 29.317664964544300 2015-11-01 29.441399425415398 2015-12-01 29.416829197480300 2016-01-01 29.148737253850197 2016-02-01 29.391248772846303 2016-03-01 29.572801902646800 2016-04-01 29.671745716357798 2016-05-01 29.477723651949200 2016-06-01 29.323218939510200 2016-07-01 29.216712002846500 2016-08-01 29.156061946373000 2016-09-01 29.184098028218800 2016-10-01 29.168814724720000 2016-11-01 28.941329347540602 2016-12-01 28.728061449580697 2017-01-01 28.643177134427500 2017-02-01 28.514226787107102 2017-03-01 28.419203023666302 2017-04-01 28.461240738804900 2017-05-01 28.539475111485500 2017-06-01 28.528156577692197 2017-07-01 28.527710475703202 2017-08-01 28.562082571050603 2017-09-01 29.067266158214103 2017-10-01 28.743720957893500 2017-11-01 28.639840031371000 2017-12-01 28.829863027890898 2018-01-01 28.722725773314100 2018-02-01 28.715465744839396 2018-03-01 28.651593383258500 2018-04-01 28.676695341332103 2018-05-01 28.528104953187200 2018-06-01 28.318608101862896 2018-07-01 28.131512596055700 2018-08-01 28.078289650410500 2018-09-01 27.867970074527600 2018-10-01 27.555128233288396 2018-11-01 27.352055469117197 2018-12-01 27.165317864431803 2019-01-01 27.088092610401100 2019-02-01 26.996932586167397 2019-03-01 26.947300589271197 2019-04-01 26.993841806928500 2019-05-01 26.831429308015000 2019-06-01 26.593068141305700 2019-07-01 26.806671362361197 2019-08-01 26.566765104300398 2019-09-01 26.285713329039897 2019-10-01 26.494541746947103 2019-11-01 26.355355537691400 2019-12-01 26.198773578670302 2020-01-01 26.044714947929100 2020-02-01 25.976331437846200 2020-03-01 25.833900726355502 2020-04-01 23.501699367225598 2020-05-01 23.640719067419100 2020-06-01 24.054523176060800 2020-07-01 23.637243457380000 2020-08-01 23.623360663428300 2020-09-01 23.706487195486100 2020-10-01 23.663942773486400 2020-11-01 23.689967929255500 2020-12-01 23.868921275372300 2021-01-01 23.723590672729202 2021-02-01 23.673438764472298 2021-03-01 23.505245076251100 2021-04-01 23.213467858654000 2021-05-01 23.257453915864396 2021-06-01 23.228829509854100 2021-07-01 22.997546329873200 2021-08-01 22.886854040919598 2021-09-01 22.719026158902000 2021-10-01 23.107229896080398 2021-11-01 23.197019070040900 2021-12-01 23.116085651017900 2022-01-01 23.219199047424800 2022-02-01 23.182367670800800 2022-03-01 23.190684060554900 2022-04-01 23.011813084683500 2022-05-01 22.763802394776000 2022-06-01 22.599632456398897 2022-07-01 22.663481981303395 2022-08-01 22.551384377986697 2022-09-01 22.325880583182800 2022-10-01 22.242310361656397 2022-11-01 21.829714240861800 2022-12-01 21.966112350618400 2023-01-01 21.935282649865304 2023-02-01 21.702050882881604 2023-03-01 21.472099260751300 2023-04-01 21.391181434008600 2023-05-01 21.151209278735003 2023-06-01 21.071515003886500 2023-07-01 20.918306935636700 2023-08-01 20.808582110626800 2023-09-01 20.526325054487500 2023-10-01 20.174004841497300 2023-11-01 20.079132141520500 2023-12-01 19.811505440870200 2024-01-01 19.356758481879602 2024-02-01 19.418480706696700 2024-03-01 19.761929237851900 2024-04-01 19.964292506737603