Table Data - All Employees: Leisure and Hospitality in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Leisure and Hospitality in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942LEIH |
| 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 6:25 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 | 21.040670610963400 |
| 1990-02-01 | 20.884935348049800 |
| 1990-03-01 | 21.018474081622000 |
| 1990-04-01 | 21.290594619226198 |
| 1990-05-01 | 20.824705422580700 |
| 1990-06-01 | 20.996643615446300 |
| 1990-07-01 | 21.329964967143700 |
| 1990-08-01 | 21.536399424271803 |
| 1990-09-01 | 21.527406773918198 |
| 1990-10-01 | 23.434475586812702 |
| 1990-11-01 | 21.562471742304897 |
| 1990-12-01 | 21.649234833352800 |
| 1991-01-01 | 21.645667583587898 |
| 1991-02-01 | 21.480409938776102 |
| 1991-03-01 | 21.704966026595200 |
| 1991-04-01 | 21.289917368683700 |
| 1991-05-01 | 21.719960723700600 |
| 1991-06-01 | 21.826495396214900 |
| 1991-07-01 | 21.655239913401900 |
| 1991-08-01 | 21.715924490919300 |
| 1991-09-01 | 21.639818417699598 |
| 1991-10-01 | 21.318582471304700 |
| 1991-11-01 | 21.259619433314200 |
| 1991-12-01 | 21.551393394394697 |
| 1992-01-01 | 22.133336121981900 |
| 1992-02-01 | 21.763758243646700 |
| 1992-03-01 | 21.670847263589202 |
| 1992-04-01 | 21.835941208603000 |
| 1992-05-01 | 21.908267029901100 |
| 1992-06-01 | 22.040762465279197 |
| 1992-07-01 | 21.987644860009700 |
| 1992-08-01 | 21.608764560955702 |
| 1992-09-01 | 21.865186769868302 |
| 1992-10-01 | 21.804717518689298 |
| 1992-11-01 | 21.948441564760298 |
| 1992-12-01 | 21.738229165936900 |
| 1993-01-01 | 21.604531292960502 |
| 1993-02-01 | 22.166498437545000 |
| 1993-03-01 | 21.735945761955500 |
| 1993-04-01 | 22.281567776868700 |
| 1993-05-01 | 22.219403349649802 |
| 1993-06-01 | 21.929101840238700 |
| 1993-07-01 | 22.104571329263603 |
| 1993-08-01 | 22.295683169742198 |
| 1993-09-01 | 22.609092971133105 |
| 1993-10-01 | 23.377997265496300 |
| 1993-11-01 | 23.356615532598100 |
| 1993-12-01 | 23.747064384185400 |
| 1994-01-01 | 22.968972107687200 |
| 1994-02-01 | 22.649021456806400 |
| 1994-03-01 | 22.919702679574105 |
| 1994-04-01 | 22.633410990474600 |
| 1994-05-01 | 21.729221013795900 |
| 1994-06-01 | 22.306534390494300 |
| 1994-07-01 | 22.397565558223500 |
| 1994-08-01 | 22.880553938021700 |
| 1994-09-01 | 23.563139903622698 |
| 1994-10-01 | 22.230586411570300 |
| 1994-11-01 | 21.981356431204900 |
| 1994-12-01 | 22.158535585221802 |
| 1995-01-01 | 22.520092033164000 |
| 1995-02-01 | 22.461732632338900 |
| 1995-03-01 | 22.830960260382900 |
| 1995-04-01 | 22.300130047000998 |
| 1995-05-01 | 22.446230816631104 |
| 1995-06-01 | 22.670516199518800 |
| 1995-07-01 | 22.641749636416800 |
| 1995-08-01 | 22.517849093022900 |
| 1995-09-01 | 22.683836493958000 |
| 1995-10-01 | 22.584176989513697 |
| 1995-11-01 | 22.980557566378800 |
| 1995-12-01 | 23.308493336160698 |
| 1996-01-01 | 22.867428477742100 |
| 1996-02-01 | 22.866550766526398 |
| 1996-03-01 | 23.039374778321300 |
| 1996-04-01 | 23.305322824283700 |
| 1996-05-01 | 23.059609650738896 |
| 1996-06-01 | 23.410108136162897 |
| 1996-07-01 | 22.951493536546998 |
| 1996-08-01 | 22.950394998765200 |
| 1996-09-01 | 22.858768965480200 |
| 1996-10-01 | 23.253676961210900 |
| 1996-11-01 | 23.310506242905900 |
| 1996-12-01 | 23.363639449314200 |
| 1997-01-01 | 24.232677070001696 |
| 1997-02-01 | 23.980323285190900 |
| 1997-03-01 | 23.873935784419103 |
| 1997-04-01 | 24.191615910527897 |
| 1997-05-01 | 24.268225496120000 |
| 1997-06-01 | 24.229389194909000 |
| 1997-07-01 | 24.542061173871100 |
| 1997-08-01 | 24.590816853783302 |
| 1997-09-01 | 24.617055422950397 |
| 1997-10-01 | 24.923023839349800 |
| 1997-11-01 | 24.958144497625998 |
| 1997-12-01 | 24.945303555584400 |
| 1998-01-01 | 25.125665310434400 |
| 1998-02-01 | 25.174881933257602 |
| 1998-03-01 | 24.988330078180400 |
| 1998-04-01 | 25.043668845106502 |
| 1998-05-01 | 25.570034440622397 |
| 1998-06-01 | 25.374494973076200 |
| 1998-07-01 | 25.551014661235200 |
| 1998-08-01 | 25.541668400677800 |
| 1998-09-01 | 25.778431030362100 |
| 1998-10-01 | 25.386627735544300 |
| 1998-11-01 | 25.176968945888500 |
| 1998-12-01 | 25.335245319506804 |
| 1999-01-01 | 24.831948046743804 |
| 1999-02-01 | 25.192054971823600 |
| 1999-03-01 | 25.475641458825002 |
| 1999-04-01 | 25.279653883006200 |
| 1999-05-01 | 25.256268651255603 |
| 1999-06-01 | 24.918010831191600 |
| 1999-07-01 | 26.204023152960300 |
| 1999-08-01 | 25.862144213891600 |
| 1999-09-01 | 26.146853281392698 |
| 1999-10-01 | 25.959230738903102 |
| 1999-11-01 | 25.607793731111304 |
| 1999-12-01 | 26.140260077349700 |
| 2000-01-01 | 26.238832075119300 |
| 2000-02-01 | 26.324680328314500 |
| 2000-03-01 | 26.116580433642300 |
| 2000-04-01 | 26.381900447192503 |
| 2000-05-01 | 26.235902847219200 |
| 2000-06-01 | 26.376544707518303 |
| 2000-07-01 | 26.495363351034500 |
| 2000-08-01 | 26.189706533406400 |
| 2000-09-01 | 26.216144793401700 |
| 2000-10-01 | 26.325451846045198 |
| 2000-11-01 | 26.391229303658900 |
| 2000-12-01 | 26.563706192885103 |
| 2001-01-01 | 26.370575260655603 |
| 2001-02-01 | 26.378284422125800 |
| 2001-03-01 | 26.495063445788500 |
| 2001-04-01 | 25.722736038556700 |
| 2001-05-01 | 26.192402228137500 |
| 2001-06-01 | 26.118570931547197 |
| 2001-07-01 | 26.120764519102103 |
| 2001-08-01 | 26.031500530733500 |
| 2001-09-01 | 25.994427067351605 |
| 2001-10-01 | 26.154154407219400 |
| 2001-11-01 | 26.331305819613200 |
| 2001-12-01 | 25.895887970117396 |
| 2002-01-01 | 26.842877232938500 |
| 2002-02-01 | 27.071441728839000 |
| 2002-03-01 | 27.403798636255600 |
| 2002-04-01 | 27.233309499369300 |
| 2002-05-01 | 27.521575463435603 |
| 2002-06-01 | 27.886134984018696 |
| 2002-07-01 | 27.630783378424898 |
| 2002-08-01 | 28.068870059652200 |
| 2002-09-01 | 27.850391960936400 |
| 2002-10-01 | 27.966082655155200 |
| 2002-11-01 | 27.933644137909003 |
| 2002-12-01 | 28.234895629997002 |
| 2003-01-01 | 28.566708570023200 |
| 2003-02-01 | 28.387452618441500 |
| 2003-03-01 | 28.350693405359202 |
| 2003-04-01 | 28.349768734052702 |
| 2003-05-01 | 28.336850222069300 |
| 2003-06-01 | 27.931429185319200 |
| 2003-07-01 | 28.125671181774003 |
| 2003-08-01 | 28.103861197026300 |
| 2003-09-01 | 28.190528626871600 |
| 2003-10-01 | 28.281689003195500 |
| 2003-11-01 | 28.311153468165102 |
| 2003-12-01 | 28.114797886306000 |
| 2004-01-01 | 28.548526539894500 |
| 2004-02-01 | 28.644792560143102 |
| 2004-03-01 | 28.503832847868800 |
| 2004-04-01 | 28.894165487549400 |
| 2004-05-01 | 28.765214933990503 |
| 2004-06-01 | 28.879197422529103 |
| 2004-07-01 | 28.654028056756000 |
| 2004-08-01 | 28.542116902136804 |
| 2004-09-01 | 29.031818650138103 |
| 2004-10-01 | 29.105513355032702 |
| 2004-11-01 | 29.177335712328702 |
| 2004-12-01 | 28.752128530903896 |
| 2005-01-01 | 28.164370668405900 |
| 2005-02-01 | 28.702002040634497 |
| 2005-03-01 | 28.885694597826500 |
| 2005-04-01 | 29.458152030793600 |
| 2005-05-01 | 29.307438641635297 |
| 2005-06-01 | 29.283230883819300 |
| 2005-07-01 | 29.550529028999800 |
| 2005-08-01 | 29.600814276643200 |
| 2005-09-01 | 29.606315341123900 |
| 2005-10-01 | 29.320337044511000 |
| 2005-11-01 | 29.359779176795698 |
| 2005-12-01 | 29.427847226587500 |
| 2006-01-01 | 29.579840656285600 |
| 2006-02-01 | 29.871988910838798 |
| 2006-03-01 | 30.085233943038997 |
| 2006-04-01 | 30.050640083256700 |
| 2006-05-01 | 29.944714437409896 |
| 2006-06-01 | 29.980078414302300 |
| 2006-07-01 | 29.796576461718804 |
| 2006-08-01 | 29.854455679553900 |
| 2006-09-01 | 29.906655666736400 |
| 2006-10-01 | 29.862942535451600 |
| 2006-11-01 | 30.287584458064103 |
| 2006-12-01 | 30.316918171974300 |
| 2007-01-01 | 29.934880281123500 |
| 2007-02-01 | 30.109943810638700 |
| 2007-03-01 | 30.287271020283498 |
| 2007-04-01 | 29.930203043808800 |
| 2007-05-01 | 30.071733279870300 |
| 2007-06-01 | 30.870454410876604 |
| 2007-07-01 | 30.590938884763500 |
| 2007-08-01 | 30.522416535256100 |
| 2007-09-01 | 30.308976424098500 |
| 2007-10-01 | 30.820403297037895 |
| 2007-11-01 | 30.940592784239698 |
| 2007-12-01 | 31.103672935935602 |
| 2008-01-01 | 30.933777375150104 |
| 2008-02-01 | 31.013886823108898 |
| 2008-03-01 | 30.993789191440000 |
| 2008-04-01 | 30.598335991589700 |
| 2008-05-01 | 31.689353555200400 |
| 2008-06-01 | 31.008321284176300 |
| 2008-07-01 | 30.805197821636000 |
| 2008-08-01 | 30.685579181831603 |
| 2008-09-01 | 30.508318945887197 |
| 2008-10-01 | 30.803331192618800 |
| 2008-11-01 | 30.196170866310602 |
| 2008-12-01 | 30.428451994788000 |
| 2009-01-01 | 30.282609219692503 |
| 2009-02-01 | 30.267458072893600 |
| 2009-03-01 | 30.294347885429000 |
| 2009-04-01 | 30.134629155661102 |
| 2009-05-01 | 31.606138955360898 |
| 2009-06-01 | 31.066283072870000 |
| 2009-07-01 | 31.292960634223103 |
| 2009-08-01 | 31.168281257198895 |
| 2009-09-01 | 31.094767631608300 |
| 2009-10-01 | 30.985606839404603 |
| 2009-11-01 | 31.037029919148697 |
| 2009-12-01 | 30.862708738444100 |
| 2010-01-01 | 31.400364379331396 |
| 2010-02-01 | 31.101276589369500 |
| 2010-03-01 | 31.179122337529300 |
| 2010-04-01 | 31.569119786156300 |
| 2010-05-01 | 31.339162151600000 |
| 2010-06-01 | 31.152114001624800 |
| 2010-07-01 | 31.087119120644303 |
| 2010-08-01 | 31.149176547081600 |
| 2010-09-01 | 31.573044754104000 |
| 2010-10-01 | 31.512210628178803 |
| 2010-11-01 | 31.566211347378303 |
| 2010-12-01 | 31.708996060421900 |
| 2011-01-01 | 31.477588497915804 |
| 2011-02-01 | 31.914236851299300 |
| 2011-03-01 | 31.913330901301602 |
| 2011-04-01 | 32.616981513502196 |
| 2011-05-01 | 32.083399015052900 |
| 2011-06-01 | 32.054292561284900 |
| 2011-07-01 | 32.232128178740800 |
| 2011-08-01 | 32.552815914005900 |
| 2011-09-01 | 32.464711597474500 |
| 2011-10-01 | 32.538318763277900 |
| 2011-11-01 | 32.749782609409300 |
| 2011-12-01 | 32.817177443342096 |
| 2012-01-01 | 32.651310564229895 |
| 2012-02-01 | 33.013951295704700 |
| 2012-03-01 | 33.022022874566105 |
| 2012-04-01 | 33.111226844722600 |
| 2012-05-01 | 33.151183998155304 |
| 2012-06-01 | 33.366962493113700 |
| 2012-07-01 | 33.370981396071100 |
| 2012-08-01 | 34.071269026529400 |
| 2012-09-01 | 33.474895026798600 |
| 2012-10-01 | 33.261915180232300 |
| 2012-11-01 | 34.322955524081600 |
| 2012-12-01 | 33.514603267879100 |
| 2013-01-01 | 34.094124843853900 |
| 2013-02-01 | 34.072520655578700 |
| 2013-03-01 | 34.197251715637100 |
| 2013-04-01 | 34.458158558603900 |
| 2013-05-01 | 34.349419431752900 |
| 2013-06-01 | 34.988437157954600 |
| 2013-07-01 | 34.623472801371896 |
| 2013-08-01 | 34.399788608595500 |
| 2013-09-01 | 34.612641063084695 |
| 2013-10-01 | 34.358263353956700 |
| 2013-11-01 | 34.290709090705600 |
| 2013-12-01 | 34.499832321129900 |
| 2014-01-01 | 34.506335679353000 |
| 2014-02-01 | 34.309969861379100 |
| 2014-03-01 | 34.547990169669300 |
| 2014-04-01 | 34.537296709173695 |
| 2014-05-01 | 34.790617359295000 |
| 2014-06-01 | 34.726035557527396 |
| 2014-07-01 | 34.650241284489496 |
| 2014-08-01 | 34.926700508323100 |
| 2014-09-01 | 34.769583058635696 |
| 2014-10-01 | 35.464370001104100 |
| 2014-11-01 | 35.065183566098900 |
| 2014-12-01 | 34.875848696164105 |
| 2015-01-01 | 34.694077358770800 |
| 2015-02-01 | 34.726180465306300 |
| 2015-03-01 | 34.768787784103196 |
| 2015-04-01 | 35.329639656042794 |
| 2015-05-01 | 35.660646297210200 |
| 2015-06-01 | 35.778410290979500 |
| 2015-07-01 | 35.880489492824800 |
| 2015-08-01 | 35.929997625193400 |
| 2015-09-01 | 36.567458126646000 |
| 2015-10-01 | 36.555710523383300 |
| 2015-11-01 | 36.523968864981605 |
| 2015-12-01 | 36.642318569841500 |
| 2016-01-01 | 37.104223229298100 |
| 2016-02-01 | 37.453296397337300 |
| 2016-03-01 | 37.976894885179700 |
| 2016-04-01 | 36.809352022075700 |
| 2016-05-01 | 36.745663592777300 |
| 2016-06-01 | 36.727254540075200 |
| 2016-07-01 | 37.188920056808000 |
| 2016-08-01 | 37.321576780446800 |
| 2016-09-01 | 37.458859577805000 |
| 2016-10-01 | 37.469003370525400 |
| 2016-11-01 | 37.590659759505900 |
| 2016-12-01 | 37.607183831446704 |
| 2017-01-01 | 37.740132903166600 |
| 2017-02-01 | 37.685395007932100 |
| 2017-03-01 | 37.786255146697606 |
| 2017-04-01 | 37.374115100165300 |
| 2017-05-01 | 37.060221172841100 |
| 2017-06-01 | 37.341870146511300 |
| 2017-07-01 | 37.492160352837100 |
| 2017-08-01 | 37.566566471048496 |
| 2017-09-01 | 37.445472336193400 |
| 2017-10-01 | 37.696171411485790 |
| 2017-11-01 | 38.334379514195300 |
| 2017-12-01 | 38.195565142037000 |
| 2018-01-01 | 37.740085827716200 |
| 2018-02-01 | 37.752435748019790 |
| 2018-03-01 | 37.606823747179500 |
| 2018-04-01 | 37.706514025368400 |
| 2018-05-01 | 37.652312992464790 |
| 2018-06-01 | 37.640750597384404 |
| 2018-07-01 | 37.664907024705500 |
| 2018-08-01 | 37.622787830076604 |
| 2018-09-01 | 37.295749806055400 |
| 2018-10-01 | 37.730507474308300 |
| 2018-11-01 | 37.469748174586700 |
| 2018-12-01 | 37.583110060892600 |
| 2019-01-01 | 37.910246623306800 |
| 2019-02-01 | 37.756103303624500 |
| 2019-03-01 | 38.073080818181100 |
| 2019-04-01 | 37.990797937176296 |
| 2019-05-01 | 38.100365742877800 |
| 2019-06-01 | 38.032154479451400 |
| 2019-07-01 | 38.020492933522206 |
| 2019-08-01 | 37.859945593636105 |
| 2019-09-01 | 38.126699616326400 |
| 2019-10-01 | 37.875719921859100 |
| 2019-11-01 | 37.407047032262700 |
| 2019-12-01 | 38.312283980713900 |
| 2020-01-01 | 38.616871075989400 |
| 2020-02-01 | 38.484746001339500 |
| 2020-03-01 | 36.643031597829210 |
| 2020-04-01 | 16.940957104573400 |
| 2020-05-01 | 18.590194252110300 |
| 2020-06-01 | 19.508219503661500 |
| 2020-07-01 | 26.170289725539398 |
| 2020-08-01 | 26.970873734041800 |
| 2020-09-01 | 28.528622149136800 |
| 2020-10-01 | 28.614558146161900 |
| 2020-11-01 | 29.175435649203703 |
| 2020-12-01 | 28.629071185637198 |
| 2021-01-01 | 29.107025168767700 |
| 2021-02-01 | 29.900281500075398 |
| 2021-03-01 | 30.052831052431200 |
| 2021-04-01 | 30.301857483323600 |
| 2021-05-01 | 30.859186558653600 |
| 2021-06-01 | 30.661024744600300 |
| 2021-07-01 | 31.716316721676396 |
| 2021-08-01 | 31.978754412181100 |
| 2021-09-01 | 32.543992228246196 |
| 2021-10-01 | 33.558614365879000 |
| 2021-11-01 | 33.579905478334600 |
| 2021-12-01 | 33.751010516568500 |
| 2022-01-01 | 33.667691743191500 |
| 2022-02-01 | 34.095639276607700 |
| 2022-03-01 | 34.346101610302300 |
| 2022-04-01 | 35.089792947617400 |
| 2022-05-01 | 35.007066357819400 |
| 2022-06-01 | 34.811667513830100 |
| 2022-07-01 | 35.466506183868900 |
| 2022-08-01 | 35.629763492730500 |
| 2022-09-01 | 35.684711741741900 |
| 2022-10-01 | 35.366880219444496 |
| 2022-11-01 | 35.009894980771200 |
| 2022-12-01 | 35.828393414916300 |
| 2023-01-01 | 36.497867462926600 |
| 2023-02-01 | 36.494420928353705 |
| 2023-03-01 | 37.073272307209800 |
| 2023-04-01 | 36.884169336613600 |
| 2023-05-01 | 36.652972305832400 |
| 2023-06-01 | 36.866529655039600 |
| 2023-07-01 | 36.515198834953900 |
| 2023-08-01 | 36.350889929990700 |
| 2023-09-01 | 36.734172375897400 |
| 2023-10-01 | 37.083091129865800 |
| 2023-11-01 | 37.071726581636300 |
| 2023-12-01 | 37.424897472827600 |
| 2024-01-01 | 37.281916573429100 |
| 2024-02-01 | 37.393175805015700 |
| 2024-03-01 | 37.166668127385300 |
| 2024-04-01 | 37.185946808052400 |
| 2024-05-01 | 38.015705401734800 |
| 2024-06-01 | 38.621408462738900 |
| 2024-07-01 | 38.493041660552100 |
| 2024-08-01 | 38.591803834497206 |
| 2024-09-01 | 38.467560797431500 |
| 2024-10-01 | 38.683381673746700 |
| 2024-11-01 | 38.726983677544000 |
