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 2024-09-01 |
| Last Updated | 2024-10-23 4:39 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 | 12.196345349210999 |
| 1990-02-01 | 12.152753547887500 |
| 1990-03-01 | 12.233779501779999 |
| 1990-04-01 | 12.295679006539200 |
| 1990-05-01 | 12.279069819277401 |
| 1990-06-01 | 12.372711293235700 |
| 1990-07-01 | 12.428711284931900 |
| 1990-08-01 | 12.168451457019300 |
| 1990-09-01 | 12.081995019147100 |
| 1990-10-01 | 11.878304877048500 |
| 1990-11-01 | 11.996479742677000 |
| 1990-12-01 | 12.099658977576000 |
| 1991-01-01 | 12.705722698204000 |
| 1991-02-01 | 12.459765012823100 |
| 1991-03-01 | 12.449366561832500 |
| 1991-04-01 | 12.491923800624301 |
| 1991-05-01 | 12.379625834639700 |
| 1991-06-01 | 12.374978618702299 |
| 1991-07-01 | 12.332583639556999 |
| 1991-08-01 | 12.453366273203699 |
| 1991-09-01 | 12.457816006702199 |
| 1991-10-01 | 12.578207012782200 |
| 1991-11-01 | 12.593753052868900 |
| 1991-12-01 | 12.784423960862998 |
| 1992-01-01 | 12.335215469745100 |
| 1992-02-01 | 12.171196453007300 |
| 1992-03-01 | 12.181754450948999 |
| 1992-04-01 | 11.977754212249000 |
| 1992-05-01 | 11.971441613285300 |
| 1992-06-01 | 12.178364580104198 |
| 1992-07-01 | 11.850686726255400 |
| 1992-08-01 | 11.741139940606699 |
| 1992-09-01 | 11.719461105930000 |
| 1992-10-01 | 11.669325139298302 |
| 1992-11-01 | 11.678463800377099 |
| 1992-12-01 | 11.671526127960100 |
| 1993-01-01 | 11.860469374932899 |
| 1993-02-01 | 11.894770064695900 |
| 1993-03-01 | 11.923959848691302 |
| 1993-04-01 | 11.870990928314700 |
| 1993-05-01 | 12.178024402227200 |
| 1993-06-01 | 12.076319080555000 |
| 1993-07-01 | 12.254519981671100 |
| 1993-08-01 | 12.319802595701300 |
| 1993-09-01 | 12.270339524678600 |
| 1993-10-01 | 12.454691099940400 |
| 1993-11-01 | 12.474773395390699 |
| 1993-12-01 | 12.575611474656200 |
| 1994-01-01 | 12.469699126726901 |
| 1994-02-01 | 12.323002946530499 |
| 1994-03-01 | 12.675986649467600 |
| 1994-04-01 | 12.973928134724600 |
| 1994-05-01 | 12.781994922573302 |
| 1994-06-01 | 12.978899064934600 |
| 1994-07-01 | 12.939963890184600 |
| 1994-08-01 | 13.091919370426801 |
| 1994-09-01 | 13.223002016258599 |
| 1994-10-01 | 12.832149623262598 |
| 1994-11-01 | 12.871241231790900 |
| 1994-12-01 | 12.987079893728302 |
| 1995-01-01 | 12.666004948406998 |
| 1995-02-01 | 12.862030669893901 |
| 1995-03-01 | 12.834329795082901 |
| 1995-04-01 | 13.084585287545000 |
| 1995-05-01 | 13.131584471056799 |
| 1995-06-01 | 12.975509707230800 |
| 1995-07-01 | 12.782992181990700 |
| 1995-08-01 | 12.739104927736700 |
| 1995-09-01 | 12.963525589014301 |
| 1995-10-01 | 13.114571817399199 |
| 1995-11-01 | 13.290148122260700 |
| 1995-12-01 | 13.187246716276000 |
| 1996-01-01 | 12.573346427717700 |
| 1996-02-01 | 13.810995658368500 |
| 1996-03-01 | 13.894939480446501 |
| 1996-04-01 | 13.097141386970800 |
| 1996-05-01 | 13.084141995120900 |
| 1996-06-01 | 13.083300036006200 |
| 1996-07-01 | 13.112035731221900 |
| 1996-08-01 | 13.183020416358400 |
| 1996-09-01 | 13.123684218334999 |
| 1996-10-01 | 13.384716373253000 |
| 1996-11-01 | 13.285957243249399 |
| 1996-12-01 | 13.266617374067302 |
| 1997-01-01 | 13.784210103461499 |
| 1997-02-01 | 13.565504319616599 |
| 1997-03-01 | 13.739897138849800 |
| 1997-04-01 | 13.849397237891700 |
| 1997-05-01 | 14.067422003798699 |
| 1997-06-01 | 14.400970008883600 |
| 1997-07-01 | 14.020007476259199 |
| 1997-08-01 | 14.005134079299500 |
| 1997-09-01 | 14.089005320704000 |
| 1997-10-01 | 13.963448687246700 |
| 1997-11-01 | 14.071368337331700 |
| 1997-12-01 | 14.135200322002600 |
| 1998-01-01 | 14.395607941748600 |
| 1998-02-01 | 14.618271758185502 |
| 1998-03-01 | 14.657678848466698 |
| 1998-04-01 | 15.029069041168098 |
| 1998-05-01 | 14.938638518345899 |
| 1998-06-01 | 15.327370650290500 |
| 1998-07-01 | 15.544222073477700 |
| 1998-08-01 | 15.536092444929800 |
| 1998-09-01 | 15.772975164771200 |
| 1998-10-01 | 15.457740653657801 |
| 1998-11-01 | 15.231780800364099 |
| 1998-12-01 | 15.501663798049700 |
| 1999-01-01 | 15.206125391977698 |
| 1999-02-01 | 15.236601029342802 |
| 1999-03-01 | 15.239719446617100 |
| 1999-04-01 | 15.715092056492100 |
| 1999-05-01 | 15.826164843304800 |
| 1999-06-01 | 15.859046621774700 |
| 1999-07-01 | 16.087743760787500 |
| 1999-08-01 | 16.293483730710900 |
| 1999-09-01 | 16.358641684107300 |
| 1999-10-01 | 16.860821069807400 |
| 1999-11-01 | 16.894314204884697 |
| 1999-12-01 | 17.056523039350400 |
| 2000-01-01 | 16.915075576112100 |
| 2000-02-01 | 17.035713780026200 |
| 2000-03-01 | 17.212060019104600 |
| 2000-04-01 | 17.274828915645898 |
| 2000-05-01 | 17.186181203712100 |
| 2000-06-01 | 17.774562548218398 |
| 2000-07-01 | 18.087152637297603 |
| 2000-08-01 | 18.297606802829400 |
| 2000-09-01 | 18.364956362660600 |
| 2000-10-01 | 18.239882385383300 |
| 2000-11-01 | 18.559845753898500 |
| 2000-12-01 | 18.430561532082000 |
| 2001-01-01 | 18.611915133306397 |
| 2001-02-01 | 18.502563683496600 |
| 2001-03-01 | 18.574038367188300 |
| 2001-04-01 | 18.227214928030900 |
| 2001-05-01 | 18.233775549303400 |
| 2001-06-01 | 18.276673807946500 |
| 2001-07-01 | 17.817211323740700 |
| 2001-08-01 | 18.317857405270300 |
| 2001-09-01 | 18.277234883014298 |
| 2001-10-01 | 18.197543919611100 |
| 2001-11-01 | 18.443767913520800 |
| 2001-12-01 | 18.218626752265198 |
| 2002-01-01 | 18.901774279161900 |
| 2002-02-01 | 18.772420897277200 |
| 2002-03-01 | 18.847920721947800 |
| 2002-04-01 | 18.660661682327603 |
| 2002-05-01 | 18.664738030342800 |
| 2002-06-01 | 18.450037509201103 |
| 2002-07-01 | 18.675622671982600 |
| 2002-08-01 | 18.355926824152398 |
| 2002-09-01 | 18.471571264265602 |
| 2002-10-01 | 18.529848757942897 |
| 2002-11-01 | 18.542430728620400 |
| 2002-12-01 | 18.608907839067400 |
| 2003-01-01 | 18.518459653446400 |
| 2003-02-01 | 18.352712485974198 |
| 2003-03-01 | 18.151280418289800 |
| 2003-04-01 | 18.376138357585003 |
| 2003-05-01 | 18.183583036826000 |
| 2003-06-01 | 18.303134609956300 |
| 2003-07-01 | 17.922432417900400 |
| 2003-08-01 | 18.192393520289603 |
| 2003-09-01 | 18.557543098290900 |
| 2003-10-01 | 18.262802784112900 |
| 2003-11-01 | 18.047914768103002 |
| 2003-12-01 | 18.170817666490397 |
| 2004-01-01 | 18.351794545670800 |
| 2004-02-01 | 18.572236453650998 |
| 2004-03-01 | 18.699062310150600 |
| 2004-04-01 | 18.770590720543300 |
| 2004-05-01 | 18.886861697070398 |
| 2004-06-01 | 18.843010094709400 |
| 2004-07-01 | 18.754132954001900 |
| 2004-08-01 | 18.920769037112300 |
| 2004-09-01 | 18.637165995041002 |
| 2004-10-01 | 18.700488040724302 |
| 2004-11-01 | 18.957560690573800 |
| 2004-12-01 | 18.524680441745200 |
| 2005-01-01 | 18.104657312191000 |
| 2005-02-01 | 18.512207868701800 |
| 2005-03-01 | 18.563586687107602 |
| 2005-04-01 | 18.356424451164500 |
| 2005-05-01 | 18.355033374150400 |
| 2005-06-01 | 18.498508321450600 |
| 2005-07-01 | 18.566184654457103 |
| 2005-08-01 | 18.523980073659000 |
| 2005-09-01 | 18.928036995409500 |
| 2005-10-01 | 18.987962498309200 |
| 2005-11-01 | 19.359404585201300 |
| 2005-12-01 | 18.890452222459600 |
| 2006-01-01 | 18.628714717846197 |
| 2006-02-01 | 18.659314921527300 |
| 2006-03-01 | 18.609907225056500 |
| 2006-04-01 | 18.641738827653400 |
| 2006-05-01 | 18.703884886002200 |
| 2006-06-01 | 18.974200458866600 |
| 2006-07-01 | 18.864548977841200 |
| 2006-08-01 | 19.043160667765900 |
| 2006-09-01 | 19.030093376241200 |
| 2006-10-01 | 19.098882405300103 |
| 2006-11-01 | 19.363412024241400 |
| 2006-12-01 | 19.487134640265900 |
| 2007-01-01 | 19.531402323957200 |
| 2007-02-01 | 19.280320554936498 |
| 2007-03-01 | 19.525378049942102 |
| 2007-04-01 | 19.610037632703600 |
| 2007-05-01 | 19.539302599365300 |
| 2007-06-01 | 19.570640793947803 |
| 2007-07-01 | 19.664656059052000 |
| 2007-08-01 | 19.471477853546700 |
| 2007-09-01 | 19.462747963633500 |
| 2007-10-01 | 19.035347944824900 |
| 2007-11-01 | 19.262628737814000 |
| 2007-12-01 | 19.415448448442700 |
| 2008-01-01 | 19.192149135485900 |
| 2008-02-01 | 19.273092064041396 |
| 2008-03-01 | 19.218306005574600 |
| 2008-04-01 | 19.474353697983800 |
| 2008-05-01 | 19.482405487663698 |
| 2008-06-01 | 19.274867374029600 |
| 2008-07-01 | 19.274123269491700 |
| 2008-08-01 | 19.296829398445198 |
| 2008-09-01 | 19.094379135604502 |
| 2008-10-01 | 18.480712854040000 |
| 2008-11-01 | 18.574431530979700 |
| 2008-12-01 | 18.374501616648900 |
| 2009-01-01 | 18.155562806791200 |
| 2009-02-01 | 17.734499577504200 |
| 2009-03-01 | 17.692761555443603 |
| 2009-04-01 | 17.428684291485700 |
| 2009-05-01 | 17.529653957977100 |
| 2009-06-01 | 17.288944258880300 |
| 2009-07-01 | 17.298037763581000 |
| 2009-08-01 | 17.199563087120900 |
| 2009-09-01 | 17.327244114838300 |
| 2009-10-01 | 17.734486099889300 |
| 2009-11-01 | 17.873568289248000 |
| 2009-12-01 | 18.035498973164600 |
| 2010-01-01 | 18.722157547978600 |
| 2010-02-01 | 18.802062070888603 |
| 2010-03-01 | 18.763258624890900 |
| 2010-04-01 | 18.801273239174100 |
| 2010-05-01 | 18.689209850436100 |
| 2010-06-01 | 18.901478668826000 |
| 2010-07-01 | 18.916304696835800 |
| 2010-08-01 | 18.897290016288200 |
| 2010-09-01 | 19.146918013683300 |
| 2010-10-01 | 19.380295897664602 |
| 2010-11-01 | 19.450818643786600 |
| 2010-12-01 | 19.376189388460600 |
| 2011-01-01 | 19.722599696244700 |
| 2011-02-01 | 19.777733037464300 |
| 2011-03-01 | 19.760834384835200 |
| 2011-04-01 | 19.673820142736100 |
| 2011-05-01 | 19.774070561684102 |
| 2011-06-01 | 19.901748711715900 |
| 2011-07-01 | 19.821250946721800 |
| 2011-08-01 | 20.089041201766300 |
| 2011-09-01 | 20.063830173057603 |
| 2011-10-01 | 19.810379378431100 |
| 2011-11-01 | 19.900768580812700 |
| 2011-12-01 | 19.888814159929100 |
| 2012-01-01 | 20.141242352912800 |
| 2012-02-01 | 20.377856996553500 |
| 2012-03-01 | 20.785613360945803 |
| 2012-04-01 | 20.865031981978298 |
| 2012-05-01 | 20.672871764267800 |
| 2012-06-01 | 20.603821248370800 |
| 2012-07-01 | 20.704292453551602 |
| 2012-08-01 | 20.673530249006700 |
| 2012-09-01 | 20.674815203364503 |
| 2012-10-01 | 20.624204129955700 |
| 2012-11-01 | 20.639010631415800 |
| 2012-12-01 | 20.770233448019802 |
| 2013-01-01 | 20.684738103822898 |
| 2013-02-01 | 20.596614877732602 |
| 2013-03-01 | 20.734985667603800 |
| 2013-04-01 | 20.847512875371300 |
| 2013-05-01 | 20.974175218328900 |
| 2013-06-01 | 21.016224245407102 |
| 2013-07-01 | 21.071368908992600 |
| 2013-08-01 | 21.379577148966600 |
| 2013-09-01 | 21.289700381350897 |
| 2013-10-01 | 21.309524761084898 |
| 2013-11-01 | 21.571409955247198 |
| 2013-12-01 | 21.630454548898697 |
| 2014-01-01 | 21.422238911552398 |
| 2014-02-01 | 21.933445341831200 |
| 2014-03-01 | 21.984606805760603 |
| 2014-04-01 | 22.246445981907502 |
| 2014-05-01 | 22.369930436841603 |
| 2014-06-01 | 22.629973004703697 |
| 2014-07-01 | 22.740963191739300 |
| 2014-08-01 | 22.797624717862700 |
| 2014-09-01 | 22.910872724376100 |
| 2014-10-01 | 23.085460312605400 |
| 2014-11-01 | 23.107533820455604 |
| 2014-12-01 | 23.101458542172800 |
| 2015-01-01 | 23.144766765079100 |
| 2015-02-01 | 23.254232409265104 |
| 2015-03-01 | 23.327564166560602 |
| 2015-04-01 | 23.243340847441000 |
| 2015-05-01 | 23.262731679783700 |
| 2015-06-01 | 23.227676786164498 |
| 2015-07-01 | 23.520698446380500 |
| 2015-08-01 | 23.448941645811600 |
| 2015-09-01 | 23.442177663075000 |
| 2015-10-01 | 23.545562632261100 |
| 2015-11-01 | 23.563334109410100 |
| 2015-12-01 | 23.587259009919600 |
| 2016-01-01 | 23.450667334576302 |
| 2016-02-01 | 23.349536876536200 |
| 2016-03-01 | 23.351974371371497 |
| 2016-04-01 | 23.460411925787600 |
| 2016-05-01 | 23.345195573812298 |
| 2016-06-01 | 23.317831211584895 |
| 2016-07-01 | 23.420946168594900 |
| 2016-08-01 | 23.290710135249700 |
| 2016-09-01 | 23.658045004072900 |
| 2016-10-01 | 23.423508707786798 |
| 2016-11-01 | 23.450524649112896 |
| 2016-12-01 | 23.480690358879300 |
| 2017-01-01 | 23.440423193826200 |
| 2017-02-01 | 23.441946102347700 |
| 2017-03-01 | 23.462446575738202 |
| 2017-04-01 | 23.481478006128000 |
| 2017-05-01 | 23.516209340181900 |
| 2017-06-01 | 23.593670953293400 |
| 2017-07-01 | 23.726179277688900 |
| 2017-08-01 | 23.951537824726802 |
| 2017-09-01 | 23.979365962669398 |
| 2017-10-01 | 23.895231318710604 |
| 2017-11-01 | 24.050254738746900 |
| 2017-12-01 | 23.967106605877200 |
| 2018-01-01 | 24.121837175133802 |
| 2018-02-01 | 24.129348260073700 |
| 2018-03-01 | 24.062682596050000 |
| 2018-04-01 | 24.116395931130100 |
| 2018-05-01 | 24.097424041410500 |
| 2018-06-01 | 23.974820866815000 |
| 2018-07-01 | 23.740831939178200 |
| 2018-08-01 | 23.594601487155900 |
| 2018-09-01 | 23.482634039197603 |
| 2018-10-01 | 23.680374527029800 |
| 2018-11-01 | 23.651569901035103 |
| 2018-12-01 | 23.455647529609800 |
| 2019-01-01 | 23.799075949412604 |
| 2019-02-01 | 24.120562901403602 |
| 2019-03-01 | 24.054142265113395 |
| 2019-04-01 | 24.143156253741797 |
| 2019-05-01 | 24.292012511706500 |
| 2019-06-01 | 24.260607728437300 |
| 2019-07-01 | 24.255824678477200 |
| 2019-08-01 | 24.450625988451400 |
| 2019-09-01 | 24.280248532890600 |
| 2019-10-01 | 24.059881408215197 |
| 2019-11-01 | 23.955123031679300 |
| 2019-12-01 | 24.027397983165898 |
| 2020-01-01 | 24.078680015047002 |
| 2020-02-01 | 23.905513012278000 |
| 2020-03-01 | 24.128778154291503 |
| 2020-04-01 | 20.583139909749104 |
| 2020-05-01 | 20.808690051711302 |
| 2020-06-01 | 21.074590583598102 |
| 2020-07-01 | 21.172415926559502 |
| 2020-08-01 | 21.186147783086000 |
| 2020-09-01 | 21.253441868755300 |
| 2020-10-01 | 21.640796432277003 |
| 2020-11-01 | 21.658181636169800 |
| 2020-12-01 | 21.790843200984998 |
| 2021-01-01 | 21.163750848228000 |
| 2021-02-01 | 21.410302146731100 |
| 2021-03-01 | 21.196576029654900 |
| 2021-04-01 | 21.214520686283100 |
| 2021-05-01 | 21.142281845077300 |
| 2021-06-01 | 21.196029518929800 |
| 2021-07-01 | 21.278563080058102 |
| 2021-08-01 | 21.409962339513800 |
| 2021-09-01 | 21.530954182410802 |
| 2021-10-01 | 21.621577817986804 |
| 2021-11-01 | 21.855071523956102 |
| 2021-12-01 | 21.953049710224900 |
| 2022-01-01 | 22.157874812631000 |
| 2022-02-01 | 22.411228593502397 |
| 2022-03-01 | 22.870723170902700 |
| 2022-04-01 | 22.843978233584700 |
| 2022-05-01 | 22.781931951108000 |
| 2022-06-01 | 22.724619144540500 |
| 2022-07-01 | 22.787674316156600 |
| 2022-08-01 | 22.700176186851397 |
| 2022-09-01 | 22.898509784934102 |
| 2022-10-01 | 22.715413642927400 |
| 2022-11-01 | 22.752435893255800 |
| 2022-12-01 | 23.035932947268800 |
| 2023-01-01 | 23.063376945562800 |
| 2023-02-01 | 23.016142536226200 |
| 2023-03-01 | 23.150173479070702 |
| 2023-04-01 | 22.951487633714700 |
| 2023-05-01 | 23.208617701921202 |
| 2023-06-01 | 22.242387040986000 |
| 2023-07-01 | 21.893530081494102 |
| 2023-08-01 | 22.187176951154900 |
| 2023-09-01 | 22.978304845586198 |
| 2023-10-01 | 22.818787884360600 |
| 2023-11-01 | 22.757444011212300 |
| 2023-12-01 | 22.723394224024800 |
| 2024-01-01 | 22.669742680149200 |
| 2024-02-01 | 22.714517025104300 |
| 2024-03-01 | 22.737366611940605 |
| 2024-04-01 | 22.761700665229203 |
| 2024-05-01 | 22.719151890581700 |
| 2024-06-01 | 22.852138573788398 |
| 2024-07-01 | 22.901424263028805 |
| 2024-08-01 | 22.969062617179798 |
| 2024-09-01 | 22.760631671317803 |
