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 2024-10-01 |
| Last Updated | 2024-11-20 4:57 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 | 21.040674480916103 |
| 1990-02-01 | 20.884936672362002 |
| 1990-03-01 | 21.018474995091502 |
| 1990-04-01 | 21.290595273759600 |
| 1990-05-01 | 20.824705849323603 |
| 1990-06-01 | 20.996644034280200 |
| 1990-07-01 | 21.329965671239000 |
| 1990-08-01 | 21.536400580996300 |
| 1990-09-01 | 21.527408317108500 |
| 1990-10-01 | 23.434461615402498 |
| 1990-11-01 | 21.562473475501400 |
| 1990-12-01 | 21.649236373931604 |
| 1991-01-01 | 21.645671133167500 |
| 1991-02-01 | 21.480411229301500 |
| 1991-03-01 | 21.704966940261300 |
| 1991-04-01 | 21.289917989943604 |
| 1991-05-01 | 21.719961092061100 |
| 1991-06-01 | 21.826495758624800 |
| 1991-07-01 | 21.655240570263900 |
| 1991-08-01 | 21.715925604998700 |
| 1991-09-01 | 21.639819887258703 |
| 1991-10-01 | 21.318569561680000 |
| 1991-11-01 | 21.259621061068200 |
| 1991-12-01 | 21.551394880062000 |
| 1992-01-01 | 22.133339168901703 |
| 1992-02-01 | 21.763759385536400 |
| 1992-03-01 | 21.670848242110400 |
| 1992-04-01 | 21.835941755388603 |
| 1992-05-01 | 21.908267297743200 |
| 1992-06-01 | 22.040762717808498 |
| 1992-07-01 | 21.987645270594896 |
| 1992-08-01 | 21.608765241497398 |
| 1992-09-01 | 21.865187613625697 |
| 1992-10-01 | 21.804708240028200 |
| 1992-11-01 | 21.948442484311000 |
| 1992-12-01 | 21.738230214121000 |
| 1993-01-01 | 21.604533720781700 |
| 1993-02-01 | 22.166499266216302 |
| 1993-03-01 | 21.735946664597698 |
| 1993-04-01 | 22.281568207387398 |
| 1993-05-01 | 22.219403545823802 |
| 1993-06-01 | 21.929101966094198 |
| 1993-07-01 | 22.104571511187200 |
| 1993-08-01 | 22.295683469647003 |
| 1993-09-01 | 22.609093273136200 |
| 1993-10-01 | 23.377991632345600 |
| 1993-11-01 | 23.356615858379000 |
| 1993-12-01 | 23.747065087918600 |
| 1994-01-01 | 22.968973633728200 |
| 1994-02-01 | 22.649022004046900 |
| 1994-03-01 | 22.919703494526500 |
| 1994-04-01 | 22.633411287698102 |
| 1994-05-01 | 21.729221128702000 |
| 1994-06-01 | 22.306534401819000 |
| 1994-07-01 | 22.397565579479398 |
| 1994-08-01 | 22.880553984596702 |
| 1994-09-01 | 23.563139877605902 |
| 1994-10-01 | 22.230583613551100 |
| 1994-11-01 | 21.981356393288900 |
| 1994-12-01 | 22.158536057700600 |
| 1995-01-01 | 22.520092795971200 |
| 1995-02-01 | 22.461732946603604 |
| 1995-03-01 | 22.830960871436300 |
| 1995-04-01 | 22.300130222100602 |
| 1995-05-01 | 22.446230881588896 |
| 1995-06-01 | 22.670516148536500 |
| 1995-07-01 | 22.641749642502700 |
| 1995-08-01 | 22.517849161774603 |
| 1995-09-01 | 22.683836525599500 |
| 1995-10-01 | 22.584175206649200 |
| 1995-11-01 | 22.980557583228602 |
| 1995-12-01 | 23.308493809595603 |
| 1996-01-01 | 22.867428691306000 |
| 1996-02-01 | 22.866550967538100 |
| 1996-03-01 | 23.039375268798900 |
| 1996-04-01 | 23.305322906932602 |
| 1996-05-01 | 23.059609659540200 |
| 1996-06-01 | 23.410108056565598 |
| 1996-07-01 | 22.951493517629500 |
| 1996-08-01 | 22.950395018905898 |
| 1996-09-01 | 22.858768960519700 |
| 1996-10-01 | 23.253676057253102 |
| 1996-11-01 | 23.310506213486800 |
| 1996-12-01 | 23.363639810902500 |
| 1997-01-01 | 24.232677161544900 |
| 1997-02-01 | 23.980323371182500 |
| 1997-03-01 | 23.873936078935900 |
| 1997-04-01 | 24.191615945817798 |
| 1997-05-01 | 24.268225485770802 |
| 1997-06-01 | 24.229389105659400 |
| 1997-07-01 | 24.542061126493900 |
| 1997-08-01 | 24.590816796542395 |
| 1997-09-01 | 24.617055326893100 |
| 1997-10-01 | 24.923023759555200 |
| 1997-11-01 | 24.958144394292002 |
| 1997-12-01 | 24.945303720098100 |
| 1998-01-01 | 25.125665325316895 |
| 1998-02-01 | 25.174881960676604 |
| 1998-03-01 | 24.988330214268700 |
| 1998-04-01 | 25.043668857913197 |
| 1998-05-01 | 25.570034431233200 |
| 1998-06-01 | 25.374494910604400 |
| 1998-07-01 | 25.551014633526800 |
| 1998-08-01 | 25.541668368029400 |
| 1998-09-01 | 25.778430993952497 |
| 1998-10-01 | 25.386627711730600 |
| 1998-11-01 | 25.176968929744900 |
| 1998-12-01 | 25.335245410842400 |
| 1999-01-01 | 24.831948060117103 |
| 1999-02-01 | 25.192054984488102 |
| 1999-03-01 | 25.475641470391803 |
| 1999-04-01 | 25.279653886008500 |
| 1999-05-01 | 25.256268643918600 |
| 1999-06-01 | 24.918010797666803 |
| 1999-07-01 | 26.204023141656100 |
| 1999-08-01 | 25.862144206213497 |
| 1999-09-01 | 26.146853274078197 |
| 1999-10-01 | 25.959230744070300 |
| 1999-11-01 | 25.607793740568198 |
| 1999-12-01 | 26.140260087365604 |
| 2000-01-01 | 26.238832088528400 |
| 2000-02-01 | 26.324680332877602 |
| 2000-03-01 | 26.116580433612700 |
| 2000-04-01 | 26.381900443065100 |
| 2000-05-01 | 26.235902841599103 |
| 2000-06-01 | 26.376544699621100 |
| 2000-07-01 | 26.495363346332800 |
| 2000-08-01 | 26.189706532274100 |
| 2000-09-01 | 26.216144790337400 |
| 2000-10-01 | 26.325451849456300 |
| 2000-11-01 | 26.391229307962900 |
| 2000-12-01 | 26.563706196569800 |
| 2001-01-01 | 26.370575265009400 |
| 2001-02-01 | 26.378284422936897 |
| 2001-03-01 | 26.495063445002497 |
| 2001-04-01 | 25.722736036637603 |
| 2001-05-01 | 26.192402226507300 |
| 2001-06-01 | 26.118570928868000 |
| 2001-07-01 | 26.120764518163200 |
| 2001-08-01 | 26.031500531363896 |
| 2001-09-01 | 25.994427065796800 |
| 2001-10-01 | 26.154154408293902 |
| 2001-11-01 | 26.331305820648797 |
| 2001-12-01 | 25.895887970846300 |
| 2002-01-01 | 26.842877234278898 |
| 2002-02-01 | 27.071441728991900 |
| 2002-03-01 | 27.403798636180300 |
| 2002-04-01 | 27.233309499164800 |
| 2002-05-01 | 27.521575463395100 |
| 2002-06-01 | 27.886134983133697 |
| 2002-07-01 | 27.630783377973900 |
| 2002-08-01 | 28.068870059704900 |
| 2002-09-01 | 27.850391960359502 |
| 2002-10-01 | 27.966082655253200 |
| 2002-11-01 | 27.933644138101698 |
| 2002-12-01 | 28.234895630391303 |
| 2003-01-01 | 28.566708570280000 |
| 2003-02-01 | 28.387452618667304 |
| 2003-03-01 | 28.350693405437198 |
| 2003-04-01 | 28.349768734256102 |
| 2003-05-01 | 28.336850222057400 |
| 2003-06-01 | 27.931429185209197 |
| 2003-07-01 | 28.125671181582700 |
| 2003-08-01 | 28.103861196811700 |
| 2003-09-01 | 28.190528626644202 |
| 2003-10-01 | 28.281689002967802 |
| 2003-11-01 | 28.311153467903800 |
| 2003-12-01 | 28.114797886362100 |
| 2004-01-01 | 28.548526539924600 |
| 2004-02-01 | 28.644792560250302 |
| 2004-03-01 | 28.503832848066000 |
| 2004-04-01 | 28.894165488329800 |
| 2004-05-01 | 28.765214934437400 |
| 2004-06-01 | 28.879197422855200 |
| 2004-07-01 | 28.654028057272395 |
| 2004-08-01 | 28.542116902579200 |
| 2004-09-01 | 29.031818648108697 |
| 2004-10-01 | 29.105513354594800 |
| 2004-11-01 | 29.177335711232400 |
| 2004-12-01 | 28.752128529907697 |
| 2005-01-01 | 28.164370667543697 |
| 2005-02-01 | 28.702002040207702 |
| 2005-03-01 | 28.885694597907900 |
| 2005-04-01 | 29.458152035112900 |
| 2005-05-01 | 29.307438642064200 |
| 2005-06-01 | 29.283230885090800 |
| 2005-07-01 | 29.550529031616897 |
| 2005-08-01 | 29.600814279669300 |
| 2005-09-01 | 29.606315338677103 |
| 2005-10-01 | 29.320337045696500 |
| 2005-11-01 | 29.359779171651102 |
| 2005-12-01 | 29.427847219491500 |
| 2006-01-01 | 29.579840649513102 |
| 2006-02-01 | 29.871988906577002 |
| 2006-03-01 | 30.085233942340498 |
| 2006-04-01 | 30.050640095688802 |
| 2006-05-01 | 29.944714440757800 |
| 2006-06-01 | 29.980078420323600 |
| 2006-07-01 | 29.796576470735100 |
| 2006-08-01 | 29.854455689623297 |
| 2006-09-01 | 29.906655667796603 |
| 2006-10-01 | 29.862942538030700 |
| 2006-11-01 | 30.287584443293902 |
| 2006-12-01 | 30.316918150013900 |
| 2007-01-01 | 29.934880257425900 |
| 2007-02-01 | 30.109943791136400 |
| 2007-03-01 | 30.287271008092297 |
| 2007-04-01 | 29.930203131940104 |
| 2007-05-01 | 30.071733273928498 |
| 2007-06-01 | 30.870454403424800 |
| 2007-07-01 | 30.590938881860200 |
| 2007-08-01 | 30.522416540229898 |
| 2007-09-01 | 30.308976427693500 |
| 2007-10-01 | 30.820403318852000 |
| 2007-11-01 | 30.940592802008000 |
| 2007-12-01 | 31.103672960194203 |
| 2008-01-01 | 30.933777175617800 |
| 2008-02-01 | 31.013886845547600 |
| 2008-03-01 | 30.993789202023300 |
| 2008-04-01 | 30.598336179417600 |
| 2008-05-01 | 31.689353524994400 |
| 2008-06-01 | 31.008321233337803 |
| 2008-07-01 | 30.805197768305398 |
| 2008-08-01 | 30.685579148487395 |
| 2008-09-01 | 30.508318941779500 |
| 2008-10-01 | 30.803331247725200 |
| 2008-11-01 | 30.196170953062100 |
| 2008-12-01 | 30.428452110384000 |
| 2009-01-01 | 30.282608883731300 |
| 2009-02-01 | 30.267458161523400 |
| 2009-03-01 | 30.294347924487198 |
| 2009-04-01 | 30.134629435897605 |
| 2009-05-01 | 31.606138893948398 |
| 2009-06-01 | 31.066282955307496 |
| 2009-07-01 | 31.292960492753803 |
| 2009-08-01 | 31.168281099613500 |
| 2009-09-01 | 31.094767524953603 |
| 2009-10-01 | 30.985606743644800 |
| 2009-11-01 | 31.037030117216800 |
| 2009-12-01 | 30.862709519558102 |
| 2010-01-01 | 31.400363728957600 |
| 2010-02-01 | 31.101276655838898 |
| 2010-03-01 | 31.179122463628303 |
| 2010-04-01 | 31.569120267349600 |
| 2010-05-01 | 31.339162307221397 |
| 2010-06-01 | 31.152113364106498 |
| 2010-07-01 | 31.087119029184898 |
| 2010-08-01 | 31.149176286202998 |
| 2010-09-01 | 31.573044480040302 |
| 2010-10-01 | 31.512210226405300 |
| 2010-11-01 | 31.566211476165300 |
| 2010-12-01 | 31.708997336372900 |
| 2011-01-01 | 31.477587649991698 |
| 2011-02-01 | 31.914236894769600 |
| 2011-03-01 | 31.913331275303197 |
| 2011-04-01 | 32.616982476376000 |
| 2011-05-01 | 32.083399732404600 |
| 2011-06-01 | 32.054291616460700 |
| 2011-07-01 | 32.232128125399300 |
| 2011-08-01 | 32.552815358058890 |
| 2011-09-01 | 32.464710893261000 |
| 2011-10-01 | 32.538317252528400 |
| 2011-11-01 | 32.749782548928100 |
| 2011-12-01 | 32.817179281487100 |
| 2012-01-01 | 32.651309755044600 |
| 2012-02-01 | 33.013951566095800 |
| 2012-03-01 | 33.022023899119700 |
| 2012-04-01 | 33.111228657933600 |
| 2012-05-01 | 33.151185372136695 |
| 2012-06-01 | 33.366961291170300 |
| 2012-07-01 | 33.370981821218800 |
| 2012-08-01 | 34.071269650123100 |
| 2012-09-01 | 33.474884784653300 |
| 2012-10-01 | 33.261915695033900 |
| 2012-11-01 | 34.322958423599900 |
| 2012-12-01 | 33.514608259594900 |
| 2013-01-01 | 34.094126814095205 |
| 2013-02-01 | 34.072514095404300 |
| 2013-03-01 | 34.197252772417700 |
| 2013-04-01 | 34.458172123795900 |
| 2013-05-01 | 34.349411657970300 |
| 2013-06-01 | 34.988437046169500 |
| 2013-07-01 | 34.623471160235000 |
| 2013-08-01 | 34.399788809859800 |
| 2013-09-01 | 34.612620930301400 |
| 2013-10-01 | 34.358267271139600 |
| 2013-11-01 | 34.290717485294500 |
| 2013-12-01 | 34.499843192015800 |
| 2014-01-01 | 34.506342674031400 |
| 2014-02-01 | 34.309958129273600 |
| 2014-03-01 | 34.547992708222196 |
| 2014-04-01 | 34.537323818858300 |
| 2014-05-01 | 34.790589840317800 |
| 2014-06-01 | 34.726035444976800 |
| 2014-07-01 | 34.650235038069500 |
| 2014-08-01 | 34.926695338094600 |
| 2014-09-01 | 34.769544735950800 |
| 2014-10-01 | 35.464366905888300 |
| 2014-11-01 | 35.065238380361800 |
| 2014-12-01 | 34.875875467051700 |
| 2015-01-01 | 34.694082300713200 |
| 2015-02-01 | 34.726160369322900 |
| 2015-03-01 | 34.768790267124600 |
| 2015-04-01 | 35.329677453923500 |
| 2015-05-01 | 35.660593657767000 |
| 2015-06-01 | 35.778402537256300 |
| 2015-07-01 | 35.880467993735500 |
| 2015-08-01 | 35.929977562861204 |
| 2015-09-01 | 36.567408841719000 |
| 2015-10-01 | 36.555703164205700 |
| 2015-11-01 | 36.524078456022000 |
| 2015-12-01 | 36.642373108430900 |
| 2016-01-01 | 37.104238022426200 |
| 2016-02-01 | 37.453284864245504 |
| 2016-03-01 | 37.976900221590796 |
| 2016-04-01 | 36.809385092971500 |
| 2016-05-01 | 36.745583290082800 |
| 2016-06-01 | 36.727219201464706 |
| 2016-07-01 | 37.188864238380496 |
| 2016-08-01 | 37.321522433570600 |
| 2016-09-01 | 37.458783138146700 |
| 2016-10-01 | 37.468981210244800 |
| 2016-11-01 | 37.590904701092100 |
| 2016-12-01 | 37.607267506183604 |
| 2017-01-01 | 37.740165245303700 |
| 2017-02-01 | 37.685399905163400 |
| 2017-03-01 | 37.786270312182104 |
| 2017-04-01 | 37.374149217863895 |
| 2017-05-01 | 37.060157667411000 |
| 2017-06-01 | 37.341703612436700 |
| 2017-07-01 | 37.492057335998500 |
| 2017-08-01 | 37.566457267483200 |
| 2017-09-01 | 37.445351192950895 |
| 2017-10-01 | 37.696085753328000 |
| 2017-11-01 | 38.334810749418500 |
| 2017-12-01 | 38.195838390834496 |
| 2018-01-01 | 37.740089824627600 |
| 2018-02-01 | 37.752436242695495 |
| 2018-03-01 | 37.606845604984400 |
| 2018-04-01 | 37.706568185502796 |
| 2018-05-01 | 37.652341353522600 |
| 2018-06-01 | 37.640166011540500 |
| 2018-07-01 | 37.664869025308900 |
| 2018-08-01 | 37.622732938633900 |
| 2018-09-01 | 37.295677874500800 |
| 2018-10-01 | 37.730118335025000 |
| 2018-11-01 | 37.470401603662710 |
| 2018-12-01 | 37.583581375244705 |
| 2019-01-01 | 37.910220046252100 |
| 2019-02-01 | 37.756108060733396 |
| 2019-03-01 | 38.073140030233000 |
| 2019-04-01 | 37.990931251069000 |
| 2019-05-01 | 38.100540447586106 |
| 2019-06-01 | 38.031051308732100 |
| 2019-07-01 | 38.020528674856700 |
| 2019-08-01 | 37.859940937022600 |
| 2019-09-01 | 38.126692432598700 |
| 2019-10-01 | 37.875078396171600 |
| 2019-11-01 | 37.407574037215500 |
| 2019-12-01 | 38.313095155298400 |
| 2020-01-01 | 38.617006521434000 |
| 2020-02-01 | 38.484933062613200 |
| 2020-03-01 | 36.642964695434300 |
| 2020-04-01 | 16.941216692136400 |
| 2020-05-01 | 18.590424862662900 |
| 2020-06-01 | 19.506539931857898 |
| 2020-07-01 | 26.170195182306000 |
| 2020-08-01 | 26.971190988029900 |
| 2020-09-01 | 28.528586597700000 |
| 2020-10-01 | 28.613681467632900 |
| 2020-11-01 | 29.175797496954303 |
| 2020-12-01 | 28.630169525681300 |
| 2021-01-01 | 29.107425301479100 |
| 2021-02-01 | 29.900557882566900 |
| 2021-03-01 | 30.052319125110700 |
| 2021-04-01 | 30.303636936279300 |
| 2021-05-01 | 30.858866700892400 |
| 2021-06-01 | 30.658975688943000 |
| 2021-07-01 | 31.715557438632196 |
| 2021-08-01 | 31.978873755956602 |
| 2021-09-01 | 32.543275595618100 |
| 2021-10-01 | 33.556940627378694 |
| 2021-11-01 | 33.581383525863300 |
| 2021-12-01 | 33.752858902536000 |
| 2022-01-01 | 33.668688698161000 |
| 2022-02-01 | 34.096229020915500 |
| 2022-03-01 | 34.345253811460500 |
| 2022-04-01 | 35.093047811865894 |
| 2022-05-01 | 35.006363565660600 |
| 2022-06-01 | 34.810027173944700 |
| 2022-07-01 | 35.465690251742800 |
| 2022-08-01 | 35.630417008775396 |
| 2022-09-01 | 35.684023312556400 |
| 2022-10-01 | 35.364927623391296 |
| 2022-11-01 | 35.003629663842396 |
| 2022-12-01 | 35.831754097105396 |
| 2023-01-01 | 36.500342976500605 |
| 2023-02-01 | 36.496124321916900 |
| 2023-03-01 | 37.073038998360100 |
| 2023-04-01 | 36.890057835606200 |
| 2023-05-01 | 36.652420819371900 |
| 2023-06-01 | 36.866185868107900 |
| 2023-07-01 | 36.514813309318704 |
| 2023-08-01 | 36.352244508382400 |
| 2023-09-01 | 36.733931010374796 |
| 2023-10-01 | 37.081460982733900 |
| 2023-11-01 | 37.051389375754900 |
| 2023-12-01 | 37.430441001848500 |
| 2024-01-01 | 37.286574775283704 |
| 2024-02-01 | 37.396783180045100 |
| 2024-03-01 | 37.167866660561295 |
| 2024-04-01 | 37.193983513986396 |
| 2024-05-01 | 38.016098270809100 |
| 2024-06-01 | 38.622761387905506 |
| 2024-07-01 | 38.493666243085400 |
| 2024-08-01 | 38.594584318743000 |
| 2024-09-01 | 38.468494891989600 |
| 2024-10-01 | 38.682953090710605 |
