Table Data - All Employees: Professional and Business Services in Reading, PA (MSA)
| Title | All Employees: Professional and Business Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742PBSV |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 6:15 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. 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 | 12.196346006220800 |
| 1990-02-01 | 12.152764908082302 |
| 1990-03-01 | 12.233790881958301 |
| 1990-04-01 | 12.295688568667199 |
| 1990-05-01 | 12.279077574216500 |
| 1990-06-01 | 12.372750605027000 |
| 1990-07-01 | 12.428725541855100 |
| 1990-08-01 | 12.168469958713699 |
| 1990-09-01 | 12.082013546450600 |
| 1990-10-01 | 11.878329137006900 |
| 1990-11-01 | 11.996467985652700 |
| 1990-12-01 | 12.099536181673601 |
| 1991-01-01 | 12.705697252254300 |
| 1991-02-01 | 12.459791527786301 |
| 1991-03-01 | 12.449348634275301 |
| 1991-04-01 | 12.491920392847900 |
| 1991-05-01 | 12.379626717485001 |
| 1991-06-01 | 12.375021244857900 |
| 1991-07-01 | 12.332622677593700 |
| 1991-08-01 | 12.453423218799200 |
| 1991-09-01 | 12.457859554845200 |
| 1991-10-01 | 12.578257471592801 |
| 1991-11-01 | 12.593741552467000 |
| 1991-12-01 | 12.784280314989500 |
| 1992-01-01 | 12.335124128954500 |
| 1992-02-01 | 12.171196198804300 |
| 1992-03-01 | 12.181675679334800 |
| 1992-04-01 | 11.977722899155399 |
| 1992-05-01 | 11.971471555765000 |
| 1992-06-01 | 12.178412972291500 |
| 1992-07-01 | 11.850765350148900 |
| 1992-08-01 | 11.741264004533000 |
| 1992-09-01 | 11.719576886101198 |
| 1992-10-01 | 11.669471188542301 |
| 1992-11-01 | 11.678565964954300 |
| 1992-12-01 | 11.671520077396199 |
| 1993-01-01 | 11.859790257515400 |
| 1993-02-01 | 11.894667642035700 |
| 1993-03-01 | 11.923799875242200 |
| 1993-04-01 | 11.871050375077800 |
| 1993-05-01 | 12.178157307484698 |
| 1993-06-01 | 12.076421303467100 |
| 1993-07-01 | 12.254665523647300 |
| 1993-08-01 | 12.320010836553500 |
| 1993-09-01 | 12.270543721851900 |
| 1993-10-01 | 12.454962062134099 |
| 1993-11-01 | 12.475036011805600 |
| 1993-12-01 | 12.575819083885401 |
| 1994-01-01 | 12.468050718811801 |
| 1994-02-01 | 12.322821015805099 |
| 1994-03-01 | 12.675804339510900 |
| 1994-04-01 | 12.974116292558300 |
| 1994-05-01 | 12.782264848010499 |
| 1994-06-01 | 12.979082670285699 |
| 1994-07-01 | 12.940188974766100 |
| 1994-08-01 | 13.092204789813900 |
| 1994-09-01 | 13.223298388520000 |
| 1994-10-01 | 12.832531668177500 |
| 1994-11-01 | 12.871651502874100 |
| 1994-12-01 | 12.987488228916700 |
| 1995-01-01 | 12.663392007539400 |
| 1995-02-01 | 12.861783210156300 |
| 1995-03-01 | 12.834144490672200 |
| 1995-04-01 | 13.084923410940402 |
| 1995-05-01 | 13.131975635944700 |
| 1995-06-01 | 12.975790586418200 |
| 1995-07-01 | 12.783282985950999 |
| 1995-08-01 | 12.739419986600499 |
| 1995-09-01 | 12.963948262748199 |
| 1995-10-01 | 13.114964028892699 |
| 1995-11-01 | 13.290571924356302 |
| 1995-12-01 | 13.187693537806599 |
| 1996-01-01 | 12.570303357745900 |
| 1996-02-01 | 13.810733014958000 |
| 1996-03-01 | 13.894792305230100 |
| 1996-04-01 | 13.097525999295100 |
| 1996-05-01 | 13.084591112360899 |
| 1996-06-01 | 13.083628998668802 |
| 1996-07-01 | 13.112342634580400 |
| 1996-08-01 | 13.183308461071000 |
| 1996-09-01 | 13.124188692683400 |
| 1996-10-01 | 13.385079090930800 |
| 1996-11-01 | 13.286345119345802 |
| 1996-12-01 | 13.267052466012302 |
| 1997-01-01 | 13.781179886512401 |
| 1997-02-01 | 13.565225352994599 |
| 1997-03-01 | 13.739783638484200 |
| 1997-04-01 | 13.849811464099900 |
| 1997-05-01 | 14.067872066753699 |
| 1997-06-01 | 14.401308188284400 |
| 1997-07-01 | 14.020280299502199 |
| 1997-08-01 | 14.005343752368500 |
| 1997-09-01 | 14.089527508924698 |
| 1997-10-01 | 13.963705415889200 |
| 1997-11-01 | 14.071621055096300 |
| 1997-12-01 | 14.135494650285802 |
| 1998-01-01 | 14.393149625150599 |
| 1998-02-01 | 14.618080004594800 |
| 1998-03-01 | 14.657632838841600 |
| 1998-04-01 | 15.029390489119999 |
| 1998-05-01 | 14.938998281685699 |
| 1998-06-01 | 15.327654374119700 |
| 1998-07-01 | 15.544430188106197 |
| 1998-08-01 | 15.536216687240099 |
| 1998-09-01 | 15.773406631059200 |
| 1998-10-01 | 15.457884962745900 |
| 1998-11-01 | 15.231869292650600 |
| 1998-12-01 | 15.501773997221699 |
| 1999-01-01 | 15.204626606189699 |
| 1999-02-01 | 15.236479170290300 |
| 1999-03-01 | 15.239686850941201 |
| 1999-04-01 | 15.715277797053500 |
| 1999-05-01 | 15.826394673828100 |
| 1999-06-01 | 15.859238403121400 |
| 1999-07-01 | 16.087873886435700 |
| 1999-08-01 | 16.293532423001700 |
| 1999-09-01 | 16.358983680590500 |
| 1999-10-01 | 16.860852603363800 |
| 1999-11-01 | 16.894255158548802 |
| 1999-12-01 | 17.056457872080802 |
| 2000-01-01 | 16.914535794168700 |
| 2000-02-01 | 17.035652412536500 |
| 2000-03-01 | 17.212027513406000 |
| 2000-04-01 | 17.274864530713803 |
| 2000-05-01 | 17.186291047075200 |
| 2000-06-01 | 17.774650044674303 |
| 2000-07-01 | 18.087215639075300 |
| 2000-08-01 | 18.297616728915600 |
| 2000-09-01 | 18.365160596812803 |
| 2000-10-01 | 18.239895050125803 |
| 2000-11-01 | 18.559773294606900 |
| 2000-12-01 | 18.430497177625398 |
| 2001-01-01 | 18.611824066359198 |
| 2001-02-01 | 18.502496550882100 |
| 2001-03-01 | 18.573992271744100 |
| 2001-04-01 | 18.227213798079397 |
| 2001-05-01 | 18.233832406696397 |
| 2001-06-01 | 18.276697887780198 |
| 2001-07-01 | 17.817233166643200 |
| 2001-08-01 | 18.317853661630900 |
| 2001-09-01 | 18.277329606482300 |
| 2001-10-01 | 18.197557995825900 |
| 2001-11-01 | 18.443735710206603 |
| 2001-12-01 | 18.218614888507800 |
| 2002-01-01 | 18.901736375377100 |
| 2002-02-01 | 18.772395480618002 |
| 2002-03-01 | 18.847900107356000 |
| 2002-04-01 | 18.660657243291602 |
| 2002-05-01 | 18.664763385284300 |
| 2002-06-01 | 18.450041030813400 |
| 2002-07-01 | 18.675635490889600 |
| 2002-08-01 | 18.355929934009400 |
| 2002-09-01 | 18.471572119984600 |
| 2002-10-01 | 18.529867307815604 |
| 2002-11-01 | 18.542425000463396 |
| 2002-12-01 | 18.608920157757200 |
| 2003-01-01 | 18.518441253451897 |
| 2003-02-01 | 18.352701901419200 |
| 2003-03-01 | 18.151271939399802 |
| 2003-04-01 | 18.376133314906700 |
| 2003-05-01 | 18.183592764651300 |
| 2003-06-01 | 18.303133842616802 |
| 2003-07-01 | 17.922439162953900 |
| 2003-08-01 | 18.192394717861603 |
| 2003-09-01 | 18.557543690057198 |
| 2003-10-01 | 18.262802982756800 |
| 2003-11-01 | 18.047913440709397 |
| 2003-12-01 | 18.170829525914100 |
| 2004-01-01 | 18.351786062481303 |
| 2004-02-01 | 18.572232099345698 |
| 2004-03-01 | 18.699060019943100 |
| 2004-04-01 | 18.770589825360698 |
| 2004-05-01 | 18.886861708892300 |
| 2004-06-01 | 18.843010636829298 |
| 2004-07-01 | 18.754137032079000 |
| 2004-08-01 | 18.920769119804500 |
| 2004-09-01 | 18.637165293380100 |
| 2004-10-01 | 18.700487947948300 |
| 2004-11-01 | 18.957559952261697 |
| 2004-12-01 | 18.524687109388200 |
| 2005-01-01 | 18.104654024615500 |
| 2005-02-01 | 18.512204793309500 |
| 2005-03-01 | 18.563585365277300 |
| 2005-04-01 | 18.356423222412200 |
| 2005-05-01 | 18.355032681363500 |
| 2005-06-01 | 18.498508591966600 |
| 2005-07-01 | 18.566186380222300 |
| 2005-08-01 | 18.523981519004200 |
| 2005-09-01 | 18.928038329402600 |
| 2005-10-01 | 18.987965136925002 |
| 2005-11-01 | 19.359405371388700 |
| 2005-12-01 | 18.890452892935000 |
| 2006-01-01 | 18.628714373437898 |
| 2006-02-01 | 18.659310207379697 |
| 2006-03-01 | 18.609904320430900 |
| 2006-04-01 | 18.641735488202800 |
| 2006-05-01 | 18.703882591705300 |
| 2006-06-01 | 18.974200077296000 |
| 2006-07-01 | 18.864551126841500 |
| 2006-08-01 | 19.043164341546500 |
| 2006-09-01 | 19.030097930844400 |
| 2006-10-01 | 19.098889094248700 |
| 2006-11-01 | 19.363415679920500 |
| 2006-12-01 | 19.487137344450897 |
| 2007-01-01 | 19.531402158503898 |
| 2007-02-01 | 19.280313748056898 |
| 2007-03-01 | 19.525370387128900 |
| 2007-04-01 | 19.610027183948800 |
| 2007-05-01 | 19.539290231593398 |
| 2007-06-01 | 19.570627293809103 |
| 2007-07-01 | 19.664643781280102 |
| 2007-08-01 | 19.471538146849900 |
| 2007-09-01 | 19.462748339830000 |
| 2007-10-01 | 19.035358929883802 |
| 2007-11-01 | 19.262641355704698 |
| 2007-12-01 | 19.415460301683396 |
| 2008-01-01 | 19.192148837673400 |
| 2008-02-01 | 19.273071761823200 |
| 2008-03-01 | 19.218273364538200 |
| 2008-04-01 | 19.474314175869800 |
| 2008-05-01 | 19.482370701238500 |
| 2008-06-01 | 19.274842932478602 |
| 2008-07-01 | 19.274111297293300 |
| 2008-08-01 | 19.296966890758300 |
| 2008-09-01 | 19.094389813289800 |
| 2008-10-01 | 18.480767073584000 |
| 2008-11-01 | 18.574434532913397 |
| 2008-12-01 | 18.374588876294700 |
| 2009-01-01 | 18.155522173498603 |
| 2009-02-01 | 17.734421627590900 |
| 2009-03-01 | 17.692652485262002 |
| 2009-04-01 | 17.428572122502302 |
| 2009-05-01 | 17.529586142691500 |
| 2009-06-01 | 17.288926888144697 |
| 2009-07-01 | 17.298066026338198 |
| 2009-08-01 | 17.199823426176700 |
| 2009-09-01 | 17.327299860144300 |
| 2009-10-01 | 17.734597276623102 |
| 2009-11-01 | 17.873561912347398 |
| 2009-12-01 | 18.035668503576100 |
| 2010-01-01 | 18.722114145537200 |
| 2010-02-01 | 18.801875171358898 |
| 2010-03-01 | 18.763070353660200 |
| 2010-04-01 | 18.801050296107200 |
| 2010-05-01 | 18.688987251065498 |
| 2010-06-01 | 18.901249686302000 |
| 2010-07-01 | 18.916085212269500 |
| 2010-08-01 | 18.898802006516800 |
| 2010-09-01 | 19.146762312194800 |
| 2010-10-01 | 19.380295318705800 |
| 2010-11-01 | 19.450726648298602 |
| 2010-12-01 | 19.376428927025700 |
| 2011-01-01 | 19.722538231365398 |
| 2011-02-01 | 19.777474242556500 |
| 2011-03-01 | 19.760600608215100 |
| 2011-04-01 | 19.673470267844500 |
| 2011-05-01 | 19.773640805981900 |
| 2011-06-01 | 19.901251148118398 |
| 2011-07-01 | 19.820753400280600 |
| 2011-08-01 | 20.091821236309300 |
| 2011-09-01 | 20.063522999571800 |
| 2011-10-01 | 19.810300584357300 |
| 2011-11-01 | 19.900631669283400 |
| 2011-12-01 | 19.889022839385103 |
| 2012-01-01 | 20.141173239495600 |
| 2012-02-01 | 20.377552251508500 |
| 2012-03-01 | 20.785414362656300 |
| 2012-04-01 | 20.864782340863897 |
| 2012-05-01 | 20.672648540166700 |
| 2012-06-01 | 20.602571648719600 |
| 2012-07-01 | 20.702166279769898 |
| 2012-08-01 | 20.678125675762300 |
| 2012-09-01 | 20.674839118492397 |
| 2012-10-01 | 20.624362743403303 |
| 2012-11-01 | 20.639039974069103 |
| 2012-12-01 | 20.770276212201700 |
| 2013-01-01 | 20.684767646396700 |
| 2013-02-01 | 20.595675034453700 |
| 2013-03-01 | 20.734864104153400 |
| 2013-04-01 | 20.847362163239500 |
| 2013-05-01 | 20.974119928702700 |
| 2013-06-01 | 21.014155544101100 |
| 2013-07-01 | 21.067551200814700 |
| 2013-08-01 | 21.386312313908800 |
| 2013-09-01 | 21.290414307881000 |
| 2013-10-01 | 21.309892557409100 |
| 2013-11-01 | 21.571611074767603 |
| 2013-12-01 | 21.630205689523102 |
| 2014-01-01 | 21.422329886633197 |
| 2014-02-01 | 21.931717644374398 |
| 2014-03-01 | 21.984366106902400 |
| 2014-04-01 | 22.246223984036003 |
| 2014-05-01 | 22.369824628011397 |
| 2014-06-01 | 22.626786240155200 |
| 2014-07-01 | 22.735067764930600 |
| 2014-08-01 | 22.809035817735700 |
| 2014-09-01 | 22.911888832725000 |
| 2014-10-01 | 23.085751225702000 |
| 2014-11-01 | 23.107732695099603 |
| 2014-12-01 | 23.100778981053600 |
| 2015-01-01 | 23.144665684996100 |
| 2015-02-01 | 23.251506679106804 |
| 2015-03-01 | 23.326909411730500 |
| 2015-04-01 | 23.242652267494602 |
| 2015-05-01 | 23.262178290872000 |
| 2015-06-01 | 23.224153943285300 |
| 2015-07-01 | 23.514606464505100 |
| 2015-08-01 | 23.463661121301197 |
| 2015-09-01 | 23.443473745010300 |
| 2015-10-01 | 23.545994345781498 |
| 2015-11-01 | 23.563764418092102 |
| 2015-12-01 | 23.586173783377800 |
| 2016-01-01 | 23.450856554714900 |
| 2016-02-01 | 23.344224940570804 |
| 2016-03-01 | 23.351136850138502 |
| 2016-04-01 | 23.459338895094400 |
| 2016-05-01 | 23.343965411243800 |
| 2016-06-01 | 23.313387754893800 |
| 2016-07-01 | 23.413819871730105 |
| 2016-08-01 | 23.312806911043800 |
| 2016-09-01 | 23.658326020694400 |
| 2016-10-01 | 23.423479449527896 |
| 2016-11-01 | 23.450877160542900 |
| 2016-12-01 | 23.479201310960900 |
| 2017-01-01 | 23.440876149576200 |
| 2017-02-01 | 23.434397934494600 |
| 2017-03-01 | 23.462258412395897 |
| 2017-04-01 | 23.478546010250103 |
| 2017-05-01 | 23.513271590258398 |
| 2017-06-01 | 23.588817409158803 |
| 2017-07-01 | 23.719924625927500 |
| 2017-08-01 | 23.978354554003502 |
| 2017-09-01 | 23.980090843330697 |
| 2017-10-01 | 23.896465668422298 |
| 2017-11-01 | 24.051285482001300 |
| 2017-12-01 | 23.965333888315300 |
| 2018-01-01 | 24.121945127244800 |
| 2018-02-01 | 24.118548939432500 |
| 2018-03-01 | 24.061025060729500 |
| 2018-04-01 | 24.109775822931900 |
| 2018-05-01 | 24.091816676241397 |
| 2018-06-01 | 23.969749091016997 |
| 2018-07-01 | 23.736744674643997 |
| 2018-08-01 | 23.627748380142698 |
| 2018-09-01 | 23.486139912586400 |
| 2018-10-01 | 23.685490662554496 |
| 2018-11-01 | 23.655188367475400 |
| 2018-12-01 | 23.454904449668700 |
| 2019-01-01 | 23.798015940606497 |
| 2019-02-01 | 24.107207209345800 |
| 2019-03-01 | 24.034979296740500 |
| 2019-04-01 | 24.131156128294800 |
| 2019-05-01 | 24.284101608991900 |
| 2019-06-01 | 24.258429221642103 |
| 2019-07-01 | 24.259512773799500 |
| 2019-08-01 | 24.487418322024396 |
| 2019-09-01 | 24.293661106138700 |
| 2019-10-01 | 24.075055803366700 |
| 2019-11-01 | 23.966286830717102 |
| 2019-12-01 | 24.030155721983000 |
| 2020-01-01 | 24.075362643992500 |
| 2020-02-01 | 23.882997513965897 |
| 2020-03-01 | 24.078003455879700 |
| 2020-04-01 | 20.545363948899700 |
| 2020-05-01 | 20.790558082842300 |
| 2020-06-01 | 21.092496999874100 |
| 2020-07-01 | 21.191615965914200 |
| 2020-08-01 | 21.245591936470397 |
| 2020-09-01 | 21.274759207434500 |
| 2020-10-01 | 21.678709272676300 |
| 2020-11-01 | 21.670283497122696 |
| 2020-12-01 | 21.792928899773198 |
| 2021-01-01 | 21.155788920162200 |
| 2021-02-01 | 21.381941614762898 |
| 2021-03-01 | 21.107070132527000 |
| 2021-04-01 | 21.131898340223398 |
| 2021-05-01 | 21.091146986503800 |
| 2021-06-01 | 21.242695574897800 |
| 2021-07-01 | 21.337329479942000 |
| 2021-08-01 | 21.517080851283303 |
| 2021-09-01 | 21.553407639979500 |
| 2021-10-01 | 21.682729842865896 |
| 2021-11-01 | 21.867639835265102 |
| 2021-12-01 | 21.946175042962900 |
| 2022-01-01 | 22.146391719888100 |
| 2022-02-01 | 22.374634104221002 |
| 2022-03-01 | 22.740615520634400 |
| 2022-04-01 | 22.706455312283000 |
| 2022-05-01 | 22.681681303359298 |
| 2022-06-01 | 22.806789240226998 |
| 2022-07-01 | 22.896526090911300 |
| 2022-08-01 | 22.873323162191600 |
| 2022-09-01 | 22.919658256112700 |
| 2022-10-01 | 22.798052322520000 |
| 2022-11-01 | 22.758517330833996 |
| 2022-12-01 | 23.015156167362500 |
| 2023-01-01 | 23.048747578244800 |
| 2023-02-01 | 22.974683980405104 |
| 2023-03-01 | 22.986443931973800 |
| 2023-04-01 | 22.767862025678397 |
| 2023-05-01 | 23.050229878490300 |
| 2023-06-01 | 22.450091776592696 |
| 2023-07-01 | 22.160211158861298 |
| 2023-08-01 | 22.523798230598196 |
| 2023-09-01 | 22.997532565635900 |
| 2023-10-01 | 22.712776998989398 |
| 2023-11-01 | 22.861315333648200 |
| 2023-12-01 | 22.787231237937398 |
| 2024-01-01 | 22.753761287086100 |
| 2024-02-01 | 22.764333694490900 |
| 2024-03-01 | 22.853107755539800 |
| 2024-04-01 | 23.339711167974400 |
| 2024-05-01 | 23.710533085710100 |
| 2024-06-01 | 23.284551214172800 |
| 2024-07-01 | 23.212902761256800 |
| 2024-08-01 | 23.258473519081600 |
| 2024-09-01 | 23.577193770357000 |
| 2024-10-01 | 23.623310256131200 |
| 2024-11-01 | 23.658682509299602 |
| 2024-12-01 | 23.771124179240605 |
| 2025-01-01 | 23.758700196745000 |
| 2025-02-01 | 23.868510790482200 |
| 2025-03-01 | 23.945106910486697 |
| 2025-04-01 | 23.921236362602500 |
| 2025-05-01 | 23.974656425770302 |
| 2025-06-01 | 23.990754557068700 |
| 2025-07-01 | 23.949059751915897 |
| 2025-08-01 | 23.980125430612503 |