Title: All Employees: Retail Trade in Allentown-Bethlehem-Easton, PA-NJ (MSA) Series ID: SMU42109004200000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:10 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/SMU42109004200000001). 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 37.088263152849300 1990-02-01 37.043182350095210 1990-03-01 37.015557130939605 1990-04-01 36.630447699718700 1990-05-01 36.341196829843700 1990-06-01 36.240152286538795 1990-07-01 36.225857525142900 1990-08-01 36.239224945379604 1990-09-01 36.217775716896000 1990-10-01 36.192223936599000 1990-11-01 35.989862586956210 1990-12-01 35.601084039709100 1991-01-01 35.066441188876100 1991-02-01 34.834994243968300 1991-03-01 34.715201083947896 1991-04-01 34.614629279240200 1991-05-01 34.530520463263194 1991-06-01 34.844866910040395 1991-07-01 34.636333425293500 1991-08-01 34.363718593593400 1991-09-01 34.349634073017200 1991-10-01 34.207728693066200 1991-11-01 33.980972731476996 1991-12-01 33.877742662745600 1992-01-01 33.936474282800000 1992-02-01 33.917536400165800 1992-03-01 33.823908202691900 1992-04-01 33.793589318236400 1992-05-01 33.812850717893700 1992-06-01 33.650041109530896 1992-07-01 33.351355325475600 1992-08-01 33.397936822035305 1992-09-01 33.298598649971300 1992-10-01 33.134937045442500 1992-11-01 33.069116169874896 1992-12-01 33.043232179622400 1993-01-01 33.313006189141200 1993-02-01 33.497285912290100 1993-03-01 33.039200216239000 1993-04-01 32.948042518473500 1993-05-01 32.881763662903700 1993-06-01 32.859948082125000 1993-07-01 32.785353885198695 1993-08-01 32.728142206558400 1993-09-01 32.541975699292600 1993-10-01 32.465889020024300 1993-11-01 32.457761744836400 1993-12-01 32.708085020087800 1994-01-01 32.594962446284300 1994-02-01 32.588072397705800 1994-03-01 32.657355259579400 1994-04-01 32.692500818668300 1994-05-01 32.760785447513200 1994-06-01 32.763619154637400 1994-07-01 32.500013819475700 1994-08-01 32.846040786574700 1994-09-01 33.086224877805100 1994-10-01 33.788034616492700 1994-11-01 33.661980625950200 1994-12-01 33.682947995835000 1995-01-01 33.495723906801500 1995-02-01 33.591288679809700 1995-03-01 33.462477932922400 1995-04-01 33.139510881358700 1995-05-01 32.932507260297100 1995-06-01 33.061839337513400 1995-07-01 33.122559595718900 1995-08-01 33.163581829280600 1995-09-01 33.204824626013000 1995-10-01 33.687037986498495 1995-11-01 33.472560243090600 1995-12-01 33.375835719559400 1996-01-01 33.310775918245200 1996-02-01 33.396426890105000 1996-03-01 33.365490324972500 1996-04-01 33.809976991677500 1996-05-01 33.809836792343305 1996-06-01 33.746682622019200 1996-07-01 33.733827043593400 1996-08-01 33.868609345937200 1996-09-01 33.900933990519300 1996-10-01 33.381771298182700 1996-11-01 33.511112058396900 1996-12-01 33.590732844884800 1997-01-01 33.723416654170100 1997-02-01 33.689016854404400 1997-03-01 33.856616814676100 1997-04-01 34.096676366426700 1997-05-01 33.988822214811300 1997-06-01 34.127372465839900 1997-07-01 34.255223429583600 1997-08-01 34.057762930064804 1997-09-01 33.883202784412800 1997-10-01 34.094974189191600 1997-11-01 33.956269532966600 1997-12-01 33.900919504494000 1998-01-01 33.915150690010600 1998-02-01 33.777778526607000 1998-03-01 33.834514521537100 1998-04-01 33.627834557958600 1998-05-01 33.801620364314196 1998-06-01 33.696571299397604 1998-07-01 33.544456126686800 1998-08-01 33.517084448641704 1998-09-01 33.892879826896200 1998-10-01 34.124029293704400 1998-11-01 33.990882577912500 1998-12-01 33.610156010948300 1999-01-01 34.191756417756400 1999-02-01 34.457924446449700 1999-03-01 34.488681225901196 1999-04-01 35.105308181733700 1999-05-01 35.142821835680100 1999-06-01 35.166856016596604 1999-07-01 36.221820362253204 1999-08-01 36.555633151109100 1999-09-01 37.008125319671500 1999-10-01 37.060854496751700 1999-11-01 37.197185447735100 1999-12-01 37.602178057886704 2000-01-01 37.878915445653300 2000-02-01 38.255040888545500 2000-03-01 38.361873472329100 2000-04-01 38.388584328930300 2000-05-01 38.184198661308500 2000-06-01 38.228788600124700 2000-07-01 38.389627832286600 2000-08-01 38.388699199429800 2000-09-01 38.417821862078206 2000-10-01 38.488213104710205 2000-11-01 38.707732298936700 2000-12-01 38.807837616322200 2001-01-01 38.573502131843796 2001-02-01 38.479508467956000 2001-03-01 38.539291437310700 2001-04-01 38.435414448654800 2001-05-01 38.415177935773500 2001-06-01 38.978042647468100 2001-07-01 39.163162956902300 2001-08-01 39.229208024239000 2001-09-01 38.827104159410894 2001-10-01 39.111174231870500 2001-11-01 39.331206995055204 2001-12-01 39.207216498169000 2002-01-01 39.572434986720710 2002-02-01 39.739991421322300 2002-03-01 39.848011760760100 2002-04-01 39.542955124097900 2002-05-01 39.706429097730606 2002-06-01 39.414136098761100 2002-07-01 40.220926032953400 2002-08-01 40.492836811957396 2002-09-01 40.852723481617900 2002-10-01 40.332748240037000 2002-11-01 40.466741734753300 2002-12-01 40.531737428746794 2003-01-01 40.359891234961400 2003-02-01 40.395500780952204 2003-03-01 40.344447400253500 2003-04-01 40.623437805517895 2003-05-01 40.688263371768900 2003-06-01 40.571159776113000 2003-07-01 40.493250427218100 2003-08-01 40.482652148293400 2003-09-01 40.869180394888296 2003-10-01 40.949417509183995 2003-11-01 40.687017393727900 2003-12-01 40.743360928449400 2004-01-01 40.351959348935104 2004-02-01 40.644369684646300 2004-03-01 40.867575189862600 2004-04-01 40.890207299980600 2004-05-01 41.142945289992400 2004-06-01 40.854684014197700 2004-07-01 40.468069359273294 2004-08-01 40.500596566837700 2004-09-01 40.481206924891500 2004-10-01 40.665577638368600 2004-11-01 40.597834395001800 2004-12-01 40.953358963083600 2005-01-01 41.135813785471100 2005-02-01 41.663378894346790 2005-03-01 41.372539972834700 2005-04-01 41.567323450337796 2005-05-01 41.720360655520100 2005-06-01 41.660856268426100 2005-07-01 41.754099158267000 2005-08-01 41.628096236477205 2005-09-01 41.389889164912700 2005-10-01 41.178910764487900 2005-11-01 41.281453181517000 2005-12-01 41.139981092114500 2006-01-01 41.231087793585296 2006-02-01 41.164142425432500 2006-03-01 41.190039847210100 2006-04-01 41.278193578736290 2006-05-01 41.099059137011790 2006-06-01 41.175461621423004 2006-07-01 41.420647117577890 2006-08-01 41.537958680786204 2006-09-01 41.704337710506500 2006-10-01 41.701655307252600 2006-11-01 41.764120315064500 2006-12-01 41.541663104314200 2007-01-01 41.430387730690000 2007-02-01 41.243355471894000 2007-03-01 41.180895167068400 2007-04-01 40.992935842831400 2007-05-01 41.101544591268500 2007-06-01 41.097811310930400 2007-07-01 41.199441994067500 2007-08-01 41.141367463362606 2007-09-01 41.004544729201704 2007-10-01 41.209182981448200 2007-11-01 41.657992323320800 2007-12-01 41.440273244537900 2008-01-01 41.756240577667300 2008-02-01 41.420260963708000 2008-03-01 41.276902717772400 2008-04-01 41.089066532431700 2008-05-01 41.088847282313000 2008-06-01 40.906967207322700 2008-07-01 40.587147046404795 2008-08-01 40.442855869296200 2008-09-01 40.615007954112500 2008-10-01 40.517410370950900 2008-11-01 40.084890418895300 2008-12-01 39.847992634998896 2009-01-01 39.580383572854500 2009-02-01 39.791172965030400 2009-03-01 39.354159198729896 2009-04-01 38.952106873004300 2009-05-01 39.276316905371700 2009-06-01 39.204798464437000 2009-07-01 39.204139238033800 2009-08-01 39.149539040695200 2009-09-01 39.029247438963400 2009-10-01 38.921040157935710 2009-11-01 38.820845730043004 2009-12-01 38.362993846732600 2010-01-01 38.907396089053500 2010-02-01 38.852473153250800 2010-03-01 39.042534231287700 2010-04-01 39.003117420423706 2010-05-01 38.955715003126400 2010-06-01 38.997397713572795 2010-07-01 39.122411421844795 2010-08-01 39.040713543331705 2010-09-01 39.149618081957000 2010-10-01 39.339557975837900 2010-11-01 39.253950879109400 2010-12-01 39.388646083101300 2011-01-01 39.328501498194704 2011-02-01 39.416131566649106 2011-03-01 39.440671853016400 2011-04-01 39.546233667352700 2011-05-01 39.535055920129790 2011-06-01 39.593634190600206 2011-07-01 39.541051641289900 2011-08-01 39.641935136614600 2011-09-01 39.554098516719996 2011-10-01 39.551197692128100 2011-11-01 39.650215043449500 2011-12-01 39.821919058595100 2012-01-01 39.953935444466000 2012-02-01 39.992339091771100 2012-03-01 40.071443622073204 2012-04-01 40.012135693907500 2012-05-01 39.911006859471200 2012-06-01 39.876786720746104 2012-07-01 39.943046757095600 2012-08-01 40.030626525471504 2012-09-01 39.955195584780995 2012-10-01 40.064304526306294 2012-11-01 40.426596529147700 2012-12-01 39.970425074421400 2013-01-01 40.176922864224200 2013-02-01 40.177936543938900 2013-03-01 40.108352444022200 2013-04-01 39.992721523108000 2013-05-01 39.987984141566500 2013-06-01 39.966044864916604 2013-07-01 39.836047175404100 2013-08-01 39.921466251850795 2013-09-01 40.040624886025796 2013-10-01 40.067979082232600 2013-11-01 39.984340460319710 2013-12-01 40.140078535139104 2014-01-01 39.992598191339000 2014-02-01 39.770423014262100 2014-03-01 40.148119676991400 2014-04-01 40.381669134134896 2014-05-01 40.575238975681900 2014-06-01 40.555205568234000 2014-07-01 40.521115279705400 2014-08-01 40.411042201699900 2014-09-01 40.519670268374000 2014-10-01 40.367188314939700 2014-11-01 40.546096254845400 2014-12-01 40.721891899626500 2015-01-01 40.508212082827800 2015-02-01 40.165442035996705 2015-03-01 40.356596976542200 2015-04-01 40.266655310206204 2015-05-01 40.669507010401400 2015-06-01 40.858283409344200 2015-07-01 40.899178013601900 2015-08-01 40.916439979616400 2015-09-01 40.811352792349890 2015-10-01 40.869888664233100 2015-11-01 41.010082383981000 2015-12-01 40.696721873972800 2016-01-01 40.706549862729100 2016-02-01 40.749896017359795 2016-03-01 40.838752485382500 2016-04-01 40.853931483887500 2016-05-01 40.874313373489600 2016-06-01 40.875371733414700 2016-07-01 40.988219224392100 2016-08-01 41.130656312702400 2016-09-01 41.117796696662005 2016-10-01 41.173794341434295 2016-11-01 41.085327460282100 2016-12-01 41.053932778503100 2017-01-01 41.196095670957300 2017-02-01 41.008337011563505 2017-03-01 40.888553536750400 2017-04-01 40.943516474480504 2017-05-01 40.789732191002100 2017-06-01 40.823189011016800 2017-07-01 40.688160817536705 2017-08-01 40.658042340885000 2017-09-01 40.726830830163706 2017-10-01 40.670296876565200 2017-11-01 40.784479132189205 2017-12-01 40.699236702455600 2018-01-01 40.655301494735600 2018-02-01 40.749562354534895 2018-03-01 40.823780886674100 2018-04-01 40.745178698269600 2018-05-01 40.716079015173200 2018-06-01 40.674107953432600 2018-07-01 40.597730395558200 2018-08-01 40.490328077955600 2018-09-01 40.337413124784900 2018-10-01 40.243494687709610 2018-11-01 40.310163419423400 2018-12-01 40.243249568612500 2019-01-01 40.121116377260300 2019-02-01 39.884360095546796 2019-03-01 40.151174935545995 2019-04-01 40.150487845942400 2019-05-01 40.244469608262600 2019-06-01 40.117677331882895 2019-07-01 40.096797581798704 2019-08-01 40.111541874336794 2019-09-01 40.141116965913700 2019-10-01 40.115632320192795 2019-11-01 40.268852188773300 2019-12-01 40.193123405776504 2020-01-01 39.976353364810200 2020-02-01 40.031410188715796 2020-03-01 39.796635581846500 2020-04-01 29.964108812796002 2020-05-01 32.166359638101000 2020-06-01 35.635592115589300 2020-07-01 36.983911254598900 2020-08-01 37.304440682441000 2020-09-01 37.837517746948000 2020-10-01 38.486109509095200 2020-11-01 38.142728515087500 2020-12-01 38.357556410191800 2021-01-01 38.761730212217500 2021-02-01 38.695154380024704 2021-03-01 38.855048065438300 2021-04-01 38.764120588663204 2021-05-01 38.777153567646500 2021-06-01 38.836723980902400 2021-07-01 38.863397703013796 2021-08-01 38.879325361665394 2021-09-01 38.718784772964700 2021-10-01 39.066443726038400 2021-11-01 38.924226047680400 2021-12-01 38.921656531361705 2022-01-01 39.155116747550004 2022-02-01 39.585272165710400 2022-03-01 39.436191086802500 2022-04-01 39.658165088955400 2022-05-01 39.275335556603800 2022-06-01 39.114386207116496 2022-07-01 39.342766800608800 2022-08-01 39.345493137393400 2022-09-01 39.305121545530000 2022-10-01 39.254593089354700 2022-11-01 39.083559105442500 2022-12-01 39.278647026197100 2023-01-01 39.377202498309100 2023-02-01 39.290304064087000 2023-03-01 39.121775042222100 2023-04-01 39.140833177695500 2023-05-01 39.266658024725100 2023-06-01 39.288968814715500 2023-07-01 39.225131717642896 2023-08-01 39.217318910819000 2023-09-01 39.195633677507700 2023-10-01 38.958287128512296 2023-11-01 38.919850752270200 2023-12-01 38.806908307814300 2024-01-01 38.695961214910604 2024-02-01 38.802067362941706 2024-03-01 38.924135796664000