Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109006054000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:13 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 | 8.685878354300200 |
| 1990-02-01 | 8.671372732565581 |
| 1990-03-01 | 8.678297911267110 |
| 1990-04-01 | 8.823447561633401 |
| 1990-05-01 | 9.041878277943761 |
| 1990-06-01 | 9.094967955630220 |
| 1990-07-01 | 8.919351069705570 |
| 1990-08-01 | 8.870059148476400 |
| 1990-09-01 | 8.848798922633529 |
| 1990-10-01 | 8.844944500976620 |
| 1990-11-01 | 8.759613822162180 |
| 1990-12-01 | 8.746013574416950 |
| 1991-01-01 | 8.799384108613141 |
| 1991-02-01 | 8.880435487510480 |
| 1991-03-01 | 8.776683264364928 |
| 1991-04-01 | 8.821345295797599 |
| 1991-05-01 | 8.945679171203650 |
| 1991-06-01 | 9.006459783071330 |
| 1991-07-01 | 8.913517200255919 |
| 1991-08-01 | 8.857661700806420 |
| 1991-09-01 | 8.933181097110788 |
| 1991-10-01 | 8.942289487356590 |
| 1991-11-01 | 8.850543802092169 |
| 1991-12-01 | 9.146105635885180 |
| 1992-01-01 | 9.224944740113630 |
| 1992-02-01 | 9.402394257748530 |
| 1992-03-01 | 9.273736937730830 |
| 1992-04-01 | 9.215654180407789 |
| 1992-05-01 | 9.144877746170330 |
| 1992-06-01 | 8.821798788591560 |
| 1992-07-01 | 9.208464191704580 |
| 1992-08-01 | 9.238218114569900 |
| 1992-09-01 | 9.210312266299560 |
| 1992-10-01 | 9.333492822922778 |
| 1992-11-01 | 9.138133645093939 |
| 1992-12-01 | 9.446672057850730 |
| 1993-01-01 | 9.462554484552449 |
| 1993-02-01 | 9.734677268513770 |
| 1993-03-01 | 9.680822165974980 |
| 1993-04-01 | 9.603850055280950 |
| 1993-05-01 | 9.634934870850840 |
| 1993-06-01 | 9.637669278862509 |
| 1993-07-01 | 9.696196502950240 |
| 1993-08-01 | 9.818943629223580 |
| 1993-09-01 | 9.791568065072699 |
| 1993-10-01 | 9.714123057345962 |
| 1993-11-01 | 9.726837562222800 |
| 1993-12-01 | 9.542134488625230 |
| 1994-01-01 | 9.013147326063530 |
| 1994-02-01 | 9.377794943846660 |
| 1994-03-01 | 9.300059895097980 |
| 1994-04-01 | 9.289934591330610 |
| 1994-05-01 | 9.206281672243840 |
| 1994-06-01 | 9.237726013362780 |
| 1994-07-01 | 9.388943461059600 |
| 1994-08-01 | 9.304108091658179 |
| 1994-09-01 | 9.389472256589869 |
| 1994-10-01 | 9.283757223945870 |
| 1994-11-01 | 9.213046365994650 |
| 1994-12-01 | 9.431552258738460 |
| 1995-01-01 | 9.570306591774619 |
| 1995-02-01 | 9.522192837109340 |
| 1995-03-01 | 9.628724662965740 |
| 1995-04-01 | 9.679654146201019 |
| 1995-05-01 | 9.676474826898561 |
| 1995-06-01 | 9.616741174486370 |
| 1995-07-01 | 9.568037837546429 |
| 1995-08-01 | 9.595351737130850 |
| 1995-09-01 | 9.606343306988410 |
| 1995-10-01 | 9.551844055745400 |
| 1995-11-01 | 9.511281710096140 |
| 1995-12-01 | 9.521178893339929 |
| 1996-01-01 | 9.624492890720210 |
| 1996-02-01 | 9.760338138144740 |
| 1996-03-01 | 9.557913025279090 |
| 1996-04-01 | 9.773923085679561 |
| 1996-05-01 | 9.936213816102589 |
| 1996-06-01 | 9.778698031418800 |
| 1996-07-01 | 9.847438383804220 |
| 1996-08-01 | 9.785376104882971 |
| 1996-09-01 | 9.840988925851510 |
| 1996-10-01 | 9.832066619253730 |
| 1996-11-01 | 9.821849990593789 |
| 1996-12-01 | 9.824279903498180 |
| 1997-01-01 | 9.656563765158030 |
| 1997-02-01 | 9.572062187248580 |
| 1997-03-01 | 9.579319605411529 |
| 1997-04-01 | 9.677516859436090 |
| 1997-05-01 | 9.706588387044631 |
| 1997-06-01 | 9.743172135736980 |
| 1997-07-01 | 9.611379487611849 |
| 1997-08-01 | 9.676407007276750 |
| 1997-09-01 | 9.679712869626230 |
| 1997-10-01 | 9.932321772794150 |
| 1997-11-01 | 9.947312624263038 |
| 1997-12-01 | 10.036986044073801 |
| 1998-01-01 | 9.866554604476349 |
| 1998-02-01 | 9.862921406211560 |
| 1998-03-01 | 9.984509280540170 |
| 1998-04-01 | 9.680402053173310 |
| 1998-05-01 | 9.687139785289710 |
| 1998-06-01 | 9.812304823973811 |
| 1998-07-01 | 9.783442181396481 |
| 1998-08-01 | 9.766599536940731 |
| 1998-09-01 | 9.722032168026141 |
| 1998-10-01 | 9.746968316223280 |
| 1998-11-01 | 9.683390664718690 |
| 1998-12-01 | 9.663195907541699 |
| 1999-01-01 | 9.547288903922460 |
| 1999-02-01 | 9.624392028255940 |
| 1999-03-01 | 9.472592324610302 |
| 1999-04-01 | 9.783167843643910 |
| 1999-05-01 | 9.896124239479580 |
| 1999-06-01 | 9.794488410908360 |
| 1999-07-01 | 9.852357406692810 |
| 1999-08-01 | 9.961602807677240 |
| 1999-09-01 | 9.848681879086449 |
| 1999-10-01 | 9.783363558382641 |
| 1999-11-01 | 9.830947824209009 |
| 1999-12-01 | 9.695658746275631 |
| 2000-01-01 | 9.904093038682500 |
| 2000-02-01 | 9.871134278222420 |
| 2000-03-01 | 9.745924785426580 |
| 2000-04-01 | 9.872468342497301 |
| 2000-05-01 | 10.013513837023700 |
| 2000-06-01 | 9.995081882228801 |
| 2000-07-01 | 10.142299583634198 |
| 2000-08-01 | 10.064457433234200 |
| 2000-09-01 | 10.170761191790800 |
| 2000-10-01 | 10.124579220812500 |
| 2000-11-01 | 10.174501866971400 |
| 2000-12-01 | 10.222202637809700 |
| 2001-01-01 | 10.240325342549900 |
| 2001-02-01 | 10.307155732883800 |
| 2001-03-01 | 10.323294961505400 |
| 2001-04-01 | 10.256485680388401 |
| 2001-05-01 | 10.239406257675500 |
| 2001-06-01 | 10.313621602337600 |
| 2001-07-01 | 10.242128802151699 |
| 2001-08-01 | 10.283914174742100 |
| 2001-09-01 | 10.280909297965600 |
| 2001-10-01 | 10.461941566641698 |
| 2001-11-01 | 10.402170372409800 |
| 2001-12-01 | 10.319934448782100 |
| 2002-01-01 | 10.587334052529801 |
| 2002-02-01 | 10.654143443851801 |
| 2002-03-01 | 10.702770163994900 |
| 2002-04-01 | 10.736109747271401 |
| 2002-05-01 | 10.669189945902000 |
| 2002-06-01 | 10.843868567272198 |
| 2002-07-01 | 10.859515095516699 |
| 2002-08-01 | 10.910224009463100 |
| 2002-09-01 | 10.889349008969100 |
| 2002-10-01 | 10.777711365906802 |
| 2002-11-01 | 10.806056911886600 |
| 2002-12-01 | 10.791589698883400 |
| 2003-01-01 | 10.954865440769698 |
| 2003-02-01 | 10.917120117503199 |
| 2003-03-01 | 10.990952095769000 |
| 2003-04-01 | 10.921835213824101 |
| 2003-05-01 | 10.902552908993002 |
| 2003-06-01 | 10.784499558929602 |
| 2003-07-01 | 10.978331535650302 |
| 2003-08-01 | 11.028140617861700 |
| 2003-09-01 | 11.083161646939098 |
| 2003-10-01 | 11.180938582855699 |
| 2003-11-01 | 11.292162490556800 |
| 2003-12-01 | 11.453054362556300 |
| 2004-01-01 | 11.451511195007699 |
| 2004-02-01 | 11.397522364431401 |
| 2004-03-01 | 11.385983587654000 |
| 2004-04-01 | 11.514584447884600 |
| 2004-05-01 | 11.527492109481699 |
| 2004-06-01 | 11.527087935229199 |
| 2004-07-01 | 11.494371098217800 |
| 2004-08-01 | 11.435198001096600 |
| 2004-09-01 | 11.472335575113899 |
| 2004-10-01 | 11.676424347466100 |
| 2004-11-01 | 11.469187024707699 |
| 2004-12-01 | 11.523685322797698 |
| 2005-01-01 | 11.355129775474800 |
| 2005-02-01 | 11.487346109179000 |
| 2005-03-01 | 11.495052803454799 |
| 2005-04-01 | 11.507241877984700 |
| 2005-05-01 | 11.538921443007400 |
| 2005-06-01 | 11.564889875698302 |
| 2005-07-01 | 11.706454627960100 |
| 2005-08-01 | 11.740661261731400 |
| 2005-09-01 | 11.862461770494098 |
| 2005-10-01 | 11.868051421590800 |
| 2005-11-01 | 11.949514119117200 |
| 2005-12-01 | 12.001234336060400 |
| 2006-01-01 | 11.964396844809999 |
| 2006-02-01 | 12.077624460642399 |
| 2006-03-01 | 12.095555969495900 |
| 2006-04-01 | 12.101798367484400 |
| 2006-05-01 | 12.151688898284800 |
| 2006-06-01 | 12.092475073481697 |
| 2006-07-01 | 12.118194194541301 |
| 2006-08-01 | 12.246684706549400 |
| 2006-09-01 | 12.159182249190302 |
| 2006-10-01 | 12.158327769048500 |
| 2006-11-01 | 12.134317605068500 |
| 2006-12-01 | 12.098063636577100 |
| 2007-01-01 | 11.964253235085900 |
| 2007-02-01 | 11.968606256599300 |
| 2007-03-01 | 11.987807549121499 |
| 2007-04-01 | 11.985237088808200 |
| 2007-05-01 | 12.059484487016000 |
| 2007-06-01 | 12.213970946175301 |
| 2007-07-01 | 12.237822063352600 |
| 2007-08-01 | 12.254023399800500 |
| 2007-09-01 | 12.264095356095100 |
| 2007-10-01 | 12.249490047600200 |
| 2007-11-01 | 12.124340717693300 |
| 2007-12-01 | 12.204289477883300 |
| 2008-01-01 | 12.456315284207802 |
| 2008-02-01 | 12.461301483616300 |
| 2008-03-01 | 12.473978496258900 |
| 2008-04-01 | 12.566410787908401 |
| 2008-05-01 | 12.565572895331199 |
| 2008-06-01 | 12.525829281030700 |
| 2008-07-01 | 12.554820354468200 |
| 2008-08-01 | 12.566059955295500 |
| 2008-09-01 | 12.569830264968600 |
| 2008-10-01 | 12.645699356129501 |
| 2008-11-01 | 12.616130724380900 |
| 2008-12-01 | 12.722893415715001 |
| 2009-01-01 | 12.746206481060698 |
| 2009-02-01 | 12.559539606534400 |
| 2009-03-01 | 12.461623726983198 |
| 2009-04-01 | 12.336319129802801 |
| 2009-05-01 | 12.263497958236500 |
| 2009-06-01 | 12.230023404672300 |
| 2009-07-01 | 12.077645599887399 |
| 2009-08-01 | 12.178273455251999 |
| 2009-09-01 | 12.174022076135302 |
| 2009-10-01 | 12.136416469637700 |
| 2009-11-01 | 12.213656092851300 |
| 2009-12-01 | 12.133686037830500 |
| 2010-01-01 | 12.248913778498200 |
| 2010-02-01 | 12.163417425687099 |
| 2010-03-01 | 12.257711344346001 |
| 2010-04-01 | 12.217183498199802 |
| 2010-05-01 | 12.155416982694799 |
| 2010-06-01 | 12.126488543843100 |
| 2010-07-01 | 12.091597268091600 |
| 2010-08-01 | 12.080226482895698 |
| 2010-09-01 | 12.065384018099198 |
| 2010-10-01 | 12.130745338680300 |
| 2010-11-01 | 12.111067362170001 |
| 2010-12-01 | 12.151590736549199 |
| 2011-01-01 | 12.164931396736000 |
| 2011-02-01 | 12.176014521673100 |
| 2011-03-01 | 12.159556749590900 |
| 2011-04-01 | 12.205369698336199 |
| 2011-05-01 | 12.237167594222699 |
| 2011-06-01 | 12.215960195469801 |
| 2011-07-01 | 12.297466710503400 |
| 2011-08-01 | 12.275066054234500 |
| 2011-09-01 | 12.354958428552400 |
| 2011-10-01 | 12.223983511927200 |
| 2011-11-01 | 12.508922290563300 |
| 2011-12-01 | 12.467022806639800 |
| 2012-01-01 | 12.490722790242900 |
| 2012-02-01 | 12.585919755925800 |
| 2012-03-01 | 12.671623938143101 |
| 2012-04-01 | 12.710393894850302 |
| 2012-05-01 | 12.616818501833698 |
| 2012-06-01 | 12.699957349963501 |
| 2012-07-01 | 12.584510453725601 |
| 2012-08-01 | 12.660989828509600 |
| 2012-09-01 | 12.647383574151700 |
| 2012-10-01 | 12.629322446403300 |
| 2012-11-01 | 12.506643385594700 |
| 2012-12-01 | 12.591244624350500 |
| 2013-01-01 | 12.512441974270300 |
| 2013-02-01 | 12.487742089666300 |
| 2013-03-01 | 12.479522152297099 |
| 2013-04-01 | 12.517348540521100 |
| 2013-05-01 | 12.604333683482098 |
| 2013-06-01 | 12.584123211063600 |
| 2013-07-01 | 12.564675569901100 |
| 2013-08-01 | 12.646855413162500 |
| 2013-09-01 | 12.646927582565901 |
| 2013-10-01 | 12.638831275748400 |
| 2013-11-01 | 12.608426714252902 |
| 2013-12-01 | 12.612248629451699 |
| 2014-01-01 | 12.626407895528800 |
| 2014-02-01 | 12.577805378181400 |
| 2014-03-01 | 12.688106385492999 |
| 2014-04-01 | 12.729954933658100 |
| 2014-05-01 | 12.895408171078700 |
| 2014-06-01 | 12.870567974000199 |
| 2014-07-01 | 12.941907973810100 |
| 2014-08-01 | 12.833236297836098 |
| 2014-09-01 | 12.953664481544600 |
| 2014-10-01 | 12.952967462237000 |
| 2014-11-01 | 13.007951272514301 |
| 2014-12-01 | 12.929728170573199 |
| 2015-01-01 | 12.931927891128800 |
| 2015-02-01 | 12.967428706132600 |
| 2015-03-01 | 12.895011778873300 |
| 2015-04-01 | 12.842822551902799 |
| 2015-05-01 | 12.790628012132402 |
| 2015-06-01 | 12.757878342032800 |
| 2015-07-01 | 12.921057079746900 |
| 2015-08-01 | 12.825802838405500 |
| 2015-09-01 | 12.762947737662401 |
| 2015-10-01 | 12.762772057476000 |
| 2015-11-01 | 12.903310109891901 |
| 2015-12-01 | 12.939290234325100 |
| 2016-01-01 | 13.038420203046000 |
| 2016-02-01 | 13.055635150852302 |
| 2016-03-01 | 13.106287794547802 |
| 2016-04-01 | 13.056989791210500 |
| 2016-05-01 | 12.986986862303800 |
| 2016-06-01 | 13.050121785474500 |
| 2016-07-01 | 13.106685004862499 |
| 2016-08-01 | 13.115400835750700 |
| 2016-09-01 | 13.168241311275300 |
| 2016-10-01 | 13.166925445286699 |
| 2016-11-01 | 13.194477546947300 |
| 2016-12-01 | 13.242404465989000 |
| 2017-01-01 | 13.548521166207900 |
| 2017-02-01 | 13.448308317704000 |
| 2017-03-01 | 13.518828351696598 |
| 2017-04-01 | 13.674836661292100 |
| 2017-05-01 | 13.694791859295800 |
| 2017-06-01 | 13.639001259178400 |
| 2017-07-01 | 13.393609852865300 |
| 2017-08-01 | 13.406046154080400 |
| 2017-09-01 | 13.462758186578100 |
| 2017-10-01 | 13.457865190606801 |
| 2017-11-01 | 13.388661503974900 |
| 2017-12-01 | 13.443111174132099 |
| 2018-01-01 | 13.366202227869500 |
| 2018-02-01 | 13.351687213223698 |
| 2018-03-01 | 13.328300432170698 |
| 2018-04-01 | 13.393685211935900 |
| 2018-05-01 | 13.498525773970801 |
| 2018-06-01 | 13.531587035667801 |
| 2018-07-01 | 13.583459201649498 |
| 2018-08-01 | 13.698308326439701 |
| 2018-09-01 | 13.749763164890599 |
| 2018-10-01 | 13.842302134132400 |
| 2018-11-01 | 13.982856462735000 |
| 2018-12-01 | 14.037219289556802 |
| 2019-01-01 | 14.086035069672400 |
| 2019-02-01 | 14.168614411573200 |
| 2019-03-01 | 14.235668078807900 |
| 2019-04-01 | 14.313679682246402 |
| 2019-05-01 | 14.406398589355302 |
| 2019-06-01 | 14.429713536150599 |
| 2019-07-01 | 14.467415840485598 |
| 2019-08-01 | 14.588663366601400 |
| 2019-09-01 | 14.625298052520199 |
| 2019-10-01 | 14.628560090770199 |
| 2019-11-01 | 14.677556273429401 |
| 2019-12-01 | 14.636136183220800 |
| 2020-01-01 | 14.704572871881700 |
| 2020-02-01 | 14.793764966961200 |
| 2020-03-01 | 14.736581326736400 |
| 2020-04-01 | 13.328692033620000 |
| 2020-05-01 | 14.010568066732400 |
| 2020-06-01 | 14.232758188553000 |
| 2020-07-01 | 14.360932019272699 |
| 2020-08-01 | 14.378378428423700 |
| 2020-09-01 | 14.499658061220400 |
| 2020-10-01 | 14.712558473885501 |
| 2020-11-01 | 14.769249655964801 |
| 2020-12-01 | 14.932369340356300 |
| 2021-01-01 | 14.921691891930301 |
| 2021-02-01 | 15.222753137254902 |
| 2021-03-01 | 15.441054888916801 |
| 2021-04-01 | 15.443372387896302 |
| 2021-05-01 | 15.718600960531800 |
| 2021-06-01 | 15.527554393885698 |
| 2021-07-01 | 15.654566833094599 |
| 2021-08-01 | 15.669105048246500 |
| 2021-09-01 | 15.569550417625900 |
| 2021-10-01 | 15.896979145917400 |
| 2021-11-01 | 16.068922670712900 |
| 2021-12-01 | 16.233338950684200 |
| 2022-01-01 | 16.335405965762600 |
| 2022-02-01 | 16.455798500508198 |
| 2022-03-01 | 16.644386162329500 |
| 2022-04-01 | 16.853701515242900 |
| 2022-05-01 | 16.810768741690800 |
| 2022-06-01 | 16.820208135592000 |
| 2022-07-01 | 17.057886750734600 |
| 2022-08-01 | 17.166635694687100 |
| 2022-09-01 | 17.148572818090300 |
| 2022-10-01 | 16.980734312473000 |
| 2022-11-01 | 16.962906718473900 |
| 2022-12-01 | 16.927815660443500 |
| 2023-01-01 | 17.048429462876800 |
| 2023-02-01 | 16.886750014328800 |
| 2023-03-01 | 16.855842754086300 |
| 2023-04-01 | 16.863265566619300 |
| 2023-05-01 | 16.902158267905300 |
| 2023-06-01 | 16.910576248831102 |
| 2023-07-01 | 16.861305885807000 |
| 2023-08-01 | 16.959171022268300 |
| 2023-09-01 | 17.029524222303200 |
| 2023-10-01 | 17.272154824490300 |
| 2023-11-01 | 17.359540293397902 |
| 2023-12-01 | 17.327211194505598 |
| 2024-01-01 | 17.254415512762800 |
| 2024-02-01 | 17.109781984632700 |
| 2024-03-01 | 17.366970197419000 |
| 2024-04-01 | 17.271012577493000 |
| 2024-05-01 | 17.688438684266398 |
| 2024-06-01 | 17.603866818707700 |
| 2024-07-01 | 17.570252362181600 |
| 2024-08-01 | 17.555709470977900 |
| 2024-09-01 | 17.622136343701900 |
| 2024-10-01 | 17.562038155339300 |
| 2024-11-01 | 17.550063734022400 |
