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 2024-11-01 |
| Last Updated | 2024-12-21 6:11 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 | 12.196345351868501 |
| 1990-02-01 | 12.152753299464099 |
| 1990-03-01 | 12.233779250236400 |
| 1990-04-01 | 12.295678792523300 |
| 1990-05-01 | 12.279069641434800 |
| 1990-06-01 | 12.372710376090400 |
| 1990-07-01 | 12.428710945581400 |
| 1990-08-01 | 12.168451014613400 |
| 1990-09-01 | 12.081994573138301 |
| 1990-10-01 | 11.878304293965499 |
| 1990-11-01 | 11.996480007395599 |
| 1990-12-01 | 12.099661830709401 |
| 1991-01-01 | 12.705723298220802 |
| 1991-02-01 | 12.459764476358900 |
| 1991-03-01 | 12.449366984766400 |
| 1991-04-01 | 12.491923851985801 |
| 1991-05-01 | 12.379625815568400 |
| 1991-06-01 | 12.374977626237301 |
| 1991-07-01 | 12.332582727054100 |
| 1991-08-01 | 12.453364939541700 |
| 1991-09-01 | 12.457814944304600 |
| 1991-10-01 | 12.578205822773098 |
| 1991-11-01 | 12.593753313363301 |
| 1991-12-01 | 12.784427300459000 |
| 1992-01-01 | 12.335217602300599 |
| 1992-02-01 | 12.171196613883000 |
| 1992-03-01 | 12.181756290394800 |
| 1992-04-01 | 11.977754882136700 |
| 1992-05-01 | 11.971440889876199 |
| 1992-06-01 | 12.178363453997099 |
| 1992-07-01 | 11.850684890651300 |
| 1992-08-01 | 11.741137065281000 |
| 1992-09-01 | 11.719458319841198 |
| 1992-10-01 | 11.669321721408400 |
| 1992-11-01 | 11.678461411087100 |
| 1992-12-01 | 11.671526260541400 |
| 1993-01-01 | 11.860485210290301 |
| 1993-02-01 | 11.894772689924800 |
| 1993-03-01 | 11.923963582756901 |
| 1993-04-01 | 11.870989446560400 |
| 1993-05-01 | 12.178021247884500 |
| 1993-06-01 | 12.076316697861600 |
| 1993-07-01 | 12.254516582878600 |
| 1993-08-01 | 12.319797779745300 |
| 1993-09-01 | 12.270334638785698 |
| 1993-10-01 | 12.454684768406699 |
| 1993-11-01 | 12.474767260414100 |
| 1993-12-01 | 12.575606621763502 |
| 1994-01-01 | 12.469737630929801 |
| 1994-02-01 | 12.323007430240800 |
| 1994-03-01 | 12.675990905489600 |
| 1994-04-01 | 12.973923648230100 |
| 1994-05-01 | 12.781988542666700 |
| 1994-06-01 | 12.978894766045899 |
| 1994-07-01 | 12.939958631319700 |
| 1994-08-01 | 13.091912773525200 |
| 1994-09-01 | 13.222994974793100 |
| 1994-10-01 | 12.832140695506101 |
| 1994-11-01 | 12.871231644710699 |
| 1994-12-01 | 12.987070350257001 |
| 1995-01-01 | 12.666066004380400 |
| 1995-02-01 | 12.862036679064401 |
| 1995-03-01 | 12.834334116368302 |
| 1995-04-01 | 13.084577297151801 |
| 1995-05-01 | 13.131575259953301 |
| 1995-06-01 | 12.975503124543900 |
| 1995-07-01 | 12.782985392826399 |
| 1995-08-01 | 12.739097646441600 |
| 1995-09-01 | 12.963515579118600 |
| 1995-10-01 | 13.114562659036801 |
| 1995-11-01 | 13.290138222021401 |
| 1995-12-01 | 13.187236276085901 |
| 1996-01-01 | 12.573417583889198 |
| 1996-02-01 | 13.811001943578000 |
| 1996-03-01 | 13.894942914038100 |
| 1996-04-01 | 13.097132342621300 |
| 1996-05-01 | 13.084131430773300 |
| 1996-06-01 | 13.083292314873500 |
| 1996-07-01 | 13.112028566055601 |
| 1996-08-01 | 13.183013766874900 |
| 1996-09-01 | 13.123672308547300 |
| 1996-10-01 | 13.384707906659100 |
| 1996-11-01 | 13.285948186893700 |
| 1996-12-01 | 13.266607214146200 |
| 1997-01-01 | 13.784280966287598 |
| 1997-02-01 | 13.565510913713801 |
| 1997-03-01 | 13.739899792049000 |
| 1997-04-01 | 13.849387533373900 |
| 1997-05-01 | 14.067411442641700 |
| 1997-06-01 | 14.400962070679900 |
| 1997-07-01 | 14.020001107028198 |
| 1997-08-01 | 14.005129237273600 |
| 1997-09-01 | 14.088993009273400 |
| 1997-10-01 | 13.963442698455000 |
| 1997-11-01 | 14.071362439074900 |
| 1997-12-01 | 14.135193450331600 |
| 1998-01-01 | 14.395665473309698 |
| 1998-02-01 | 14.618276237642698 |
| 1998-03-01 | 14.657679928912101 |
| 1998-04-01 | 15.029061533204699 |
| 1998-05-01 | 14.938630091445301 |
| 1998-06-01 | 15.327363981127400 |
| 1998-07-01 | 15.544217214224000 |
| 1998-08-01 | 15.536089571550301 |
| 1998-09-01 | 15.772965006245100 |
| 1998-10-01 | 15.457737288022999 |
| 1998-11-01 | 15.231778736355500 |
| 1998-12-01 | 15.501661227624400 |
| 1999-01-01 | 15.206160482020302 |
| 1999-02-01 | 15.236603873506300 |
| 1999-03-01 | 15.239720211940100 |
| 1999-04-01 | 15.715087715084099 |
| 1999-05-01 | 15.826159476558900 |
| 1999-06-01 | 15.859042114234901 |
| 1999-07-01 | 16.087740725750198 |
| 1999-08-01 | 16.293482601727700 |
| 1999-09-01 | 16.358633620148197 |
| 1999-10-01 | 16.860820342469300 |
| 1999-11-01 | 16.894315590020200 |
| 1999-12-01 | 17.056524569110998 |
| 2000-01-01 | 16.915088240019000 |
| 2000-02-01 | 17.035715212169500 |
| 2000-03-01 | 17.212060783717900 |
| 2000-04-01 | 17.274828080212200 |
| 2000-05-01 | 17.186178638944000 |
| 2000-06-01 | 17.774560488620200 |
| 2000-07-01 | 18.087151166857700 |
| 2000-08-01 | 18.297606575005500 |
| 2000-09-01 | 18.364951540525700 |
| 2000-10-01 | 18.239882096881600 |
| 2000-11-01 | 18.559847454100300 |
| 2000-12-01 | 18.430563050663302 |
| 2001-01-01 | 18.611917270042000 |
| 2001-02-01 | 18.502565256992103 |
| 2001-03-01 | 18.574039451255697 |
| 2001-04-01 | 18.227214952918900 |
| 2001-05-01 | 18.233774221848500 |
| 2001-06-01 | 18.276673242008100 |
| 2001-07-01 | 17.817210811185700 |
| 2001-08-01 | 18.317857491987102 |
| 2001-09-01 | 18.277232642817400 |
| 2001-10-01 | 18.197543593640003 |
| 2001-11-01 | 18.443768668939600 |
| 2001-12-01 | 18.218627040522200 |
| 2002-01-01 | 18.901775170333604 |
| 2002-02-01 | 18.772421493207300 |
| 2002-03-01 | 18.847921206390500 |
| 2002-04-01 | 18.660661784285900 |
| 2002-05-01 | 18.664737438219102 |
| 2002-06-01 | 18.450037424064300 |
| 2002-07-01 | 18.675622369735300 |
| 2002-08-01 | 18.355926749090500 |
| 2002-09-01 | 18.471571242397400 |
| 2002-10-01 | 18.529848323985000 |
| 2002-11-01 | 18.542430861891802 |
| 2002-12-01 | 18.608907558610397 |
| 2003-01-01 | 18.518460085289302 |
| 2003-02-01 | 18.352712731960000 |
| 2003-03-01 | 18.151280614622000 |
| 2003-04-01 | 18.376138473374600 |
| 2003-05-01 | 18.183582809065700 |
| 2003-06-01 | 18.303134626496803 |
| 2003-07-01 | 17.922432259554600 |
| 2003-08-01 | 18.192393492964000 |
| 2003-09-01 | 18.557543086369200 |
| 2003-10-01 | 18.262802782105800 |
| 2003-11-01 | 18.047914801832200 |
| 2003-12-01 | 18.170817397226102 |
| 2004-01-01 | 18.351794747735700 |
| 2004-02-01 | 18.572236532252802 |
| 2004-03-01 | 18.699062363945803 |
| 2004-04-01 | 18.770590740551800 |
| 2004-05-01 | 18.886861695079100 |
| 2004-06-01 | 18.843010080523300 |
| 2004-07-01 | 18.754132858570102 |
| 2004-08-01 | 18.920769038611000 |
| 2004-09-01 | 18.637166019357800 |
| 2004-10-01 | 18.700488059139800 |
| 2004-11-01 | 18.957560720378100 |
| 2004-12-01 | 18.524680298675300 |
| 2005-01-01 | 18.104657393865200 |
| 2005-02-01 | 18.512207883984100 |
| 2005-03-01 | 18.563586700081803 |
| 2005-04-01 | 18.356424459487100 |
| 2005-05-01 | 18.355033377484800 |
| 2005-06-01 | 18.498508317223397 |
| 2005-07-01 | 18.566184632041600 |
| 2005-08-01 | 18.523980070504802 |
| 2005-09-01 | 18.928037000940698 |
| 2005-10-01 | 18.987962495755700 |
| 2005-11-01 | 19.359404592011302 |
| 2005-12-01 | 18.890452217548102 |
| 2006-01-01 | 18.628714719790600 |
| 2006-02-01 | 18.659314920536900 |
| 2006-03-01 | 18.609907227437603 |
| 2006-04-01 | 18.641738831684602 |
| 2006-05-01 | 18.703884888924698 |
| 2006-06-01 | 18.974200459100803 |
| 2006-07-01 | 18.864548968128500 |
| 2006-08-01 | 19.043160665263300 |
| 2006-09-01 | 19.030093377521300 |
| 2006-10-01 | 19.098882403215200 |
| 2006-11-01 | 19.363412030935500 |
| 2006-12-01 | 19.487134639747500 |
| 2007-01-01 | 19.531402328338000 |
| 2007-02-01 | 19.280320552512200 |
| 2007-03-01 | 19.525378050759002 |
| 2007-04-01 | 19.610037633478000 |
| 2007-05-01 | 19.539302599511500 |
| 2007-06-01 | 19.570640792774500 |
| 2007-07-01 | 19.664656056766102 |
| 2007-08-01 | 19.471477847321800 |
| 2007-09-01 | 19.462747960955000 |
| 2007-10-01 | 19.035347942050200 |
| 2007-11-01 | 19.262628740005600 |
| 2007-12-01 | 19.415448455041698 |
| 2008-01-01 | 19.192149140197000 |
| 2008-02-01 | 19.273092064039100 |
| 2008-03-01 | 19.218306014178200 |
| 2008-04-01 | 19.474353706235900 |
| 2008-05-01 | 19.482405491853700 |
| 2008-06-01 | 19.274867371030897 |
| 2008-07-01 | 19.274123259268000 |
| 2008-08-01 | 19.296829376049200 |
| 2008-09-01 | 19.094379118790800 |
| 2008-10-01 | 18.480712844399700 |
| 2008-11-01 | 18.574431521558896 |
| 2008-12-01 | 18.374501644254700 |
| 2009-01-01 | 18.155562816523897 |
| 2009-02-01 | 17.734499591614200 |
| 2009-03-01 | 17.692761590737604 |
| 2009-04-01 | 17.428684324335800 |
| 2009-05-01 | 17.529653973927200 |
| 2009-06-01 | 17.288944247899803 |
| 2009-07-01 | 17.298037724331100 |
| 2009-08-01 | 17.199563015995600 |
| 2009-09-01 | 17.327244049309800 |
| 2009-10-01 | 17.734486058676500 |
| 2009-11-01 | 17.873568264149200 |
| 2009-12-01 | 18.035499038829400 |
| 2010-01-01 | 18.722157604451700 |
| 2010-02-01 | 18.802062187625800 |
| 2010-03-01 | 18.763258743809498 |
| 2010-04-01 | 18.801273316271500 |
| 2010-05-01 | 18.689209871208500 |
| 2010-06-01 | 18.901478630262900 |
| 2010-07-01 | 18.916304625901000 |
| 2010-08-01 | 18.897289332716102 |
| 2010-09-01 | 19.146918017189602 |
| 2010-10-01 | 19.380295961890603 |
| 2010-11-01 | 19.450818717321102 |
| 2010-12-01 | 19.376189565042800 |
| 2011-01-01 | 19.722599866700300 |
| 2011-02-01 | 19.777733374060197 |
| 2011-03-01 | 19.760834735240200 |
| 2011-04-01 | 19.673820375598897 |
| 2011-05-01 | 19.774070572316898 |
| 2011-06-01 | 19.901748443651100 |
| 2011-07-01 | 19.821250496587000 |
| 2011-08-01 | 20.089039571832900 |
| 2011-09-01 | 20.063830069974102 |
| 2011-10-01 | 19.810379577086500 |
| 2011-11-01 | 19.900768921839500 |
| 2011-12-01 | 19.888814646369603 |
| 2012-01-01 | 20.141242852460000 |
| 2012-02-01 | 20.377857825439200 |
| 2012-03-01 | 20.785614321595300 |
| 2012-04-01 | 20.865032924888400 |
| 2012-05-01 | 20.672872392786000 |
| 2012-06-01 | 20.603819715122100 |
| 2012-07-01 | 20.704289635255100 |
| 2012-08-01 | 20.673527513571397 |
| 2012-09-01 | 20.674814779152697 |
| 2012-10-01 | 20.624204239009302 |
| 2012-11-01 | 20.639011372368300 |
| 2012-12-01 | 20.770239504941603 |
| 2013-01-01 | 20.684739782951000 |
| 2013-02-01 | 20.596609072239400 |
| 2013-03-01 | 20.734988517845500 |
| 2013-04-01 | 20.847515391130898 |
| 2013-05-01 | 20.974177458011600 |
| 2013-06-01 | 21.016223335455603 |
| 2013-07-01 | 21.071366896993002 |
| 2013-08-01 | 21.379560205792302 |
| 2013-09-01 | 21.289703405666103 |
| 2013-10-01 | 21.309528215919897 |
| 2013-11-01 | 21.571413122514400 |
| 2013-12-01 | 21.630466714145900 |
| 2014-01-01 | 21.422241463619400 |
| 2014-02-01 | 21.933432233491803 |
| 2014-03-01 | 21.984610845420300 |
| 2014-04-01 | 22.246449665782105 |
| 2014-05-01 | 22.369933883965000 |
| 2014-06-01 | 22.629972163277998 |
| 2014-07-01 | 22.740961367661600 |
| 2014-08-01 | 22.797593422816400 |
| 2014-09-01 | 22.910879717948198 |
| 2014-10-01 | 23.085467971813998 |
| 2014-11-01 | 23.107539911824798 |
| 2014-12-01 | 23.101476601937600 |
| 2015-01-01 | 23.144769575780302 |
| 2015-02-01 | 23.254212511700500 |
| 2015-03-01 | 23.327571399440302 |
| 2015-04-01 | 23.243348485881300 |
| 2015-05-01 | 23.262738083003203 |
| 2015-06-01 | 23.227674167564803 |
| 2015-07-01 | 23.520688403994303 |
| 2015-08-01 | 23.448882138384800 |
| 2015-09-01 | 23.442213211811500 |
| 2015-10-01 | 23.545563117686100 |
| 2015-11-01 | 23.563339192012400 |
| 2015-12-01 | 23.587299787307700 |
| 2016-01-01 | 23.450680661929496 |
| 2016-02-01 | 23.349465625176702 |
| 2016-03-01 | 23.352001175949300 |
| 2016-04-01 | 23.460437025097400 |
| 2016-05-01 | 23.345215733798500 |
| 2016-06-01 | 23.317837261919497 |
| 2016-07-01 | 23.420940470694298 |
| 2016-08-01 | 23.290526765389500 |
| 2016-09-01 | 23.658129708875700 |
| 2016-10-01 | 23.423528155937300 |
| 2016-11-01 | 23.450554023723697 |
| 2016-12-01 | 23.480770483423800 |
| 2017-01-01 | 23.440449676700300 |
| 2017-02-01 | 23.441807322506500 |
| 2017-03-01 | 23.462467183461300 |
| 2017-04-01 | 23.481505166986300 |
| 2017-05-01 | 23.516235305664500 |
| 2017-06-01 | 23.593695016260902 |
| 2017-07-01 | 23.726204745871000 |
| 2017-08-01 | 23.951268654374800 |
| 2017-09-01 | 23.979361929775000 |
| 2017-10-01 | 23.895321705650897 |
| 2017-11-01 | 24.050353370209800 |
| 2017-12-01 | 23.967309305546700 |
| 2018-01-01 | 24.121946801299895 |
| 2018-02-01 | 24.129121303992896 |
| 2018-03-01 | 24.062639006563398 |
| 2018-04-01 | 24.116333644205497 |
| 2018-05-01 | 24.097349861765600 |
| 2018-06-01 | 23.974775100627200 |
| 2018-07-01 | 23.740848130223200 |
| 2018-08-01 | 23.594276030191000 |
| 2018-09-01 | 23.482593162697200 |
| 2018-10-01 | 23.680694289020200 |
| 2018-11-01 | 23.651919752950803 |
| 2018-12-01 | 23.456170008089000 |
| 2019-01-01 | 23.799510053709696 |
| 2019-02-01 | 24.120547364124900 |
| 2019-03-01 | 24.052842904348196 |
| 2019-04-01 | 24.143047103845703 |
| 2019-05-01 | 24.291731279047397 |
| 2019-06-01 | 24.260305775675000 |
| 2019-07-01 | 24.255703600805102 |
| 2019-08-01 | 24.450424869471500 |
| 2019-09-01 | 24.280392784341302 |
| 2019-10-01 | 24.060755771680900 |
| 2019-11-01 | 23.956066365814500 |
| 2019-12-01 | 24.028487254968200 |
| 2020-01-01 | 24.079535565683102 |
| 2020-02-01 | 23.905663520619000 |
| 2020-03-01 | 24.126105674272900 |
| 2020-04-01 | 20.582776489737500 |
| 2020-05-01 | 20.807670762933302 |
| 2020-06-01 | 21.073450789340600 |
| 2020-07-01 | 21.171343235767200 |
| 2020-08-01 | 21.185295469146800 |
| 2020-09-01 | 21.253036298094500 |
| 2020-10-01 | 21.647768890800400 |
| 2020-11-01 | 21.659126877378000 |
| 2020-12-01 | 21.792054412267000 |
| 2021-01-01 | 21.164749131529500 |
| 2021-02-01 | 21.410465693464600 |
| 2021-03-01 | 21.192220815318700 |
| 2021-04-01 | 21.213491391767600 |
| 2021-05-01 | 21.139921535800198 |
| 2021-06-01 | 21.193238205172300 |
| 2021-07-01 | 21.275401572648600 |
| 2021-08-01 | 21.409262152694602 |
| 2021-09-01 | 21.527804366510300 |
| 2021-10-01 | 21.640457290773803 |
| 2021-11-01 | 21.855869214521800 |
| 2021-12-01 | 21.953863148743000 |
| 2022-01-01 | 22.158233732804497 |
| 2022-02-01 | 22.410597810932998 |
| 2022-03-01 | 22.865258065496000 |
| 2022-04-01 | 22.841724565745000 |
| 2022-05-01 | 22.778086953755400 |
| 2022-06-01 | 22.720113807215398 |
| 2022-07-01 | 22.782218795083800 |
| 2022-08-01 | 22.699431554463500 |
| 2022-09-01 | 22.893120703479800 |
| 2022-10-01 | 22.747712233597900 |
| 2022-11-01 | 22.752031035532603 |
| 2022-12-01 | 23.036032580865303 |
| 2023-01-01 | 23.062908809457900 |
| 2023-02-01 | 23.014723325110400 |
| 2023-03-01 | 23.143334416669300 |
| 2023-04-01 | 22.948149223158303 |
| 2023-05-01 | 23.203545512994104 |
| 2023-06-01 | 22.236295324263700 |
| 2023-07-01 | 21.885949739821896 |
| 2023-08-01 | 22.187028827720400 |
| 2023-09-01 | 22.970870487500300 |
| 2023-10-01 | 22.861891450948402 |
| 2023-11-01 | 22.756946988611602 |
| 2023-12-01 | 22.722814179740702 |
| 2024-01-01 | 22.668230410316400 |
| 2024-02-01 | 22.711994010248100 |
| 2024-03-01 | 22.730035379463700 |
| 2024-04-01 | 22.757617987565197 |
| 2024-05-01 | 22.713996656415100 |
| 2024-06-01 | 22.846068905953604 |
| 2024-07-01 | 22.893396578247900 |
| 2024-08-01 | 22.969561229687500 |
| 2024-09-01 | 22.753447506000800 |
| 2024-10-01 | 22.671886567298300 |
| 2024-11-01 | 22.763544537331100 |
