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 2024-08-01 |
| Last Updated | 2024-09-21 6:22 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 | 21.041969164620200 |
| 1990-02-01 | 20.885386383303400 |
| 1990-03-01 | 21.018786084141702 |
| 1990-04-01 | 21.290819043838000 |
| 1990-05-01 | 20.824852555961400 |
| 1990-06-01 | 20.996787977699700 |
| 1990-07-01 | 21.330206185596400 |
| 1990-08-01 | 21.536794397484897 |
| 1990-09-01 | 21.527933197470100 |
| 1990-10-01 | 23.429724851963602 |
| 1990-11-01 | 21.563062748575300 |
| 1990-12-01 | 21.649760221447600 |
| 1991-01-01 | 21.646859023445703 |
| 1991-02-01 | 21.480849266044103 |
| 1991-03-01 | 21.705277913403602 |
| 1991-04-01 | 21.290130324628000 |
| 1991-05-01 | 21.720087886527500 |
| 1991-06-01 | 21.826620489712000 |
| 1991-07-01 | 21.655464880256100 |
| 1991-08-01 | 21.716304654265798 |
| 1991-09-01 | 21.640319462991098 |
| 1991-10-01 | 21.314193214282600 |
| 1991-11-01 | 21.260174281028600 |
| 1991-12-01 | 21.551899719259897 |
| 1992-01-01 | 22.134358916006800 |
| 1992-02-01 | 21.764147038433600 |
| 1992-03-01 | 21.671181060233900 |
| 1992-04-01 | 21.836128553447498 |
| 1992-05-01 | 21.908359663055300 |
| 1992-06-01 | 22.040849821609502 |
| 1992-07-01 | 21.987785675681400 |
| 1992-08-01 | 21.608996805708898 |
| 1992-09-01 | 21.865474494729400 |
| 1992-10-01 | 21.801564072528200 |
| 1992-11-01 | 21.948755333508803 |
| 1992-12-01 | 21.738586373742198 |
| 1993-01-01 | 21.605345178956300 |
| 1993-02-01 | 22.166781069365502 |
| 1993-03-01 | 21.736253807775600 |
| 1993-04-01 | 22.281715365771700 |
| 1993-05-01 | 22.219471258287502 |
| 1993-06-01 | 21.929145751516600 |
| 1993-07-01 | 22.104633977600500 |
| 1993-08-01 | 22.295785508380300 |
| 1993-09-01 | 22.609196027631900 |
| 1993-10-01 | 23.376083738815400 |
| 1993-11-01 | 23.356726917146300 |
| 1993-12-01 | 23.747303709543400 |
| 1994-01-01 | 22.969483372367396 |
| 1994-02-01 | 22.649208150663900 |
| 1994-03-01 | 22.919980551932802 |
| 1994-04-01 | 22.633512820022396 |
| 1994-05-01 | 21.729260848281000 |
| 1994-06-01 | 22.306538939570398 |
| 1994-07-01 | 22.397573166362100 |
| 1994-08-01 | 22.880569742637100 |
| 1994-09-01 | 23.563131011269900 |
| 1994-10-01 | 22.229637322774700 |
| 1994-11-01 | 21.981343712134105 |
| 1994-12-01 | 22.158695709857202 |
| 1995-01-01 | 22.520347416533500 |
| 1995-02-01 | 22.461839679969696 |
| 1995-03-01 | 22.831168363231303 |
| 1995-04-01 | 22.300189962944700 |
| 1995-05-01 | 22.446253353785800 |
| 1995-06-01 | 22.670499306297803 |
| 1995-07-01 | 22.641751916220798 |
| 1995-08-01 | 22.517872360745700 |
| 1995-09-01 | 22.683847147940900 |
| 1995-10-01 | 22.583572152687100 |
| 1995-11-01 | 22.980563216527198 |
| 1995-12-01 | 23.308653420092000 |
| 1996-01-01 | 22.867500672283400 |
| 1996-02-01 | 22.866618790372700 |
| 1996-03-01 | 23.039541427658100 |
| 1996-04-01 | 23.305350946245000 |
| 1996-05-01 | 23.059612814083700 |
| 1996-06-01 | 23.410081275208302 |
| 1996-07-01 | 22.951487212596398 |
| 1996-08-01 | 22.950401806375105 |
| 1996-09-01 | 22.858767241127000 |
| 1996-10-01 | 23.253370320396500 |
| 1996-11-01 | 23.310496306623000 |
| 1996-12-01 | 23.363761824959198 |
| 1997-01-01 | 24.232708057220503 |
| 1997-02-01 | 23.980352406403800 |
| 1997-03-01 | 23.874035876741300 |
| 1997-04-01 | 24.191627899149800 |
| 1997-05-01 | 24.268222036610100 |
| 1997-06-01 | 24.229358941845900 |
| 1997-07-01 | 24.542045117311100 |
| 1997-08-01 | 24.590797408056100 |
| 1997-09-01 | 24.617022800185500 |
| 1997-10-01 | 24.922996759326100 |
| 1997-11-01 | 24.958109493085400 |
| 1997-12-01 | 24.945359243736200 |
| 1998-01-01 | 25.125670365319902 |
| 1998-02-01 | 25.174891236976400 |
| 1998-03-01 | 24.988376345578200 |
| 1998-04-01 | 25.043673189927002 |
| 1998-05-01 | 25.570031256153000 |
| 1998-06-01 | 25.374473767224803 |
| 1998-07-01 | 25.551005254346900 |
| 1998-08-01 | 25.541657319409700 |
| 1998-09-01 | 25.778418657416502 |
| 1998-10-01 | 25.386619663804602 |
| 1998-11-01 | 25.176963479462298 |
| 1998-12-01 | 25.335276257650300 |
| 1999-01-01 | 24.831952602489100 |
| 1999-02-01 | 25.192059283969197 |
| 1999-03-01 | 25.475645391888300 |
| 1999-04-01 | 25.279654913186803 |
| 1999-05-01 | 25.256266168901700 |
| 1999-06-01 | 24.917999450703500 |
| 1999-07-01 | 26.204019309593100 |
| 1999-08-01 | 25.862141601865100 |
| 1999-09-01 | 26.146850775702198 |
| 1999-10-01 | 25.959232497031604 |
| 1999-11-01 | 25.607796951151098 |
| 1999-12-01 | 26.140263489515600 |
| 2000-01-01 | 26.238836651122200 |
| 2000-02-01 | 26.324681881219000 |
| 2000-03-01 | 26.116580409261303 |
| 2000-04-01 | 26.381899036328200 |
| 2000-05-01 | 26.235900923398800 |
| 2000-06-01 | 26.376542005802600 |
| 2000-07-01 | 26.495361736489300 |
| 2000-08-01 | 26.189706140907898 |
| 2000-09-01 | 26.216143746152600 |
| 2000-10-01 | 26.325453035867895 |
| 2000-11-01 | 26.391230815014300 |
| 2000-12-01 | 26.563707489109300 |
| 2001-01-01 | 26.370576795114900 |
| 2001-02-01 | 26.378284694513802 |
| 2001-03-01 | 26.495063126526400 |
| 2001-04-01 | 25.722735331526497 |
| 2001-05-01 | 26.192401613276600 |
| 2001-06-01 | 26.118569969821900 |
| 2001-07-01 | 26.120764170710398 |
| 2001-08-01 | 26.031500695046300 |
| 2001-09-01 | 25.994426542240802 |
| 2001-10-01 | 26.154154827630400 |
| 2001-11-01 | 26.331306391146697 |
| 2001-12-01 | 25.895888307415298 |
| 2002-01-01 | 26.842877845722104 |
| 2002-02-01 | 27.071441866716700 |
| 2002-03-01 | 27.403798661029800 |
| 2002-04-01 | 27.233308622050800 |
| 2002-05-01 | 27.521575461677800 |
| 2002-06-01 | 27.886134671041898 |
| 2002-07-01 | 27.630783211454503 |
| 2002-08-01 | 28.068870000917396 |
| 2002-09-01 | 27.850391821046600 |
| 2002-10-01 | 27.966082861192998 |
| 2002-11-01 | 27.933644719360300 |
| 2002-12-01 | 28.234896016199700 |
| 2003-01-01 | 28.566708946772998 |
| 2003-02-01 | 28.387452805891200 |
| 2003-03-01 | 28.350693429054300 |
| 2003-04-01 | 28.349767055883003 |
| 2003-05-01 | 28.336850140408500 |
| 2003-06-01 | 27.931429066973000 |
| 2003-07-01 | 28.125671070452800 |
| 2003-08-01 | 28.103861028805500 |
| 2003-09-01 | 28.190528726126400 |
| 2003-10-01 | 28.281689498615400 |
| 2003-11-01 | 28.311154871352800 |
| 2003-12-01 | 28.114799564877600 |
| 2004-01-01 | 28.548528718562200 |
| 2004-02-01 | 28.644794610552896 |
| 2004-03-01 | 28.503834086326602 |
| 2004-04-01 | 28.894161767650800 |
| 2004-05-01 | 28.765208763778300 |
| 2004-06-01 | 28.879186279108897 |
| 2004-07-01 | 28.654014626438700 |
| 2004-08-01 | 28.542106787411900 |
| 2004-09-01 | 29.031817863389000 |
| 2004-10-01 | 29.105533096079103 |
| 2004-11-01 | 29.177373430637697 |
| 2004-12-01 | 28.752168628721600 |
| 2005-01-01 | 28.164396824115500 |
| 2005-02-01 | 28.702004107534197 |
| 2005-03-01 | 28.885672443253004 |
| 2005-04-01 | 29.458098634697600 |
| 2005-05-01 | 29.307386884393395 |
| 2005-06-01 | 29.283175942115100 |
| 2005-07-01 | 29.550476433445002 |
| 2005-08-01 | 29.600778986489395 |
| 2005-09-01 | 29.606316755297104 |
| 2005-10-01 | 29.320415088176897 |
| 2005-11-01 | 29.359933866839103 |
| 2005-12-01 | 29.428023010283102 |
| 2006-01-01 | 29.579963654616900 |
| 2006-02-01 | 29.872008044681102 |
| 2006-03-01 | 30.085142162817196 |
| 2006-04-01 | 30.050439191950804 |
| 2006-05-01 | 29.944516640084800 |
| 2006-06-01 | 29.979905179316500 |
| 2006-07-01 | 29.796430875929800 |
| 2006-08-01 | 29.854348778714300 |
| 2006-09-01 | 29.906603161379600 |
| 2006-10-01 | 29.863095842285105 |
| 2006-11-01 | 30.287978119086600 |
| 2006-12-01 | 30.317423263195400 |
| 2007-01-01 | 29.935427097935500 |
| 2007-02-01 | 30.110447226526500 |
| 2007-03-01 | 30.287664117424000 |
| 2007-04-01 | 29.927450328974800 |
| 2007-05-01 | 30.071839848211305 |
| 2007-06-01 | 30.870473556847703 |
| 2007-07-01 | 30.590823541752100 |
| 2007-08-01 | 30.522233523970900 |
| 2007-09-01 | 30.308870992512396 |
| 2007-10-01 | 30.820522873784200 |
| 2007-11-01 | 30.940965636772800 |
| 2007-12-01 | 31.104152606783200 |
| 2008-01-01 | 30.936937535373200 |
| 2008-02-01 | 31.014416382006100 |
| 2008-03-01 | 30.994248253087395 |
| 2008-04-01 | 30.592729414675198 |
| 2008-05-01 | 31.689491771438604 |
| 2008-06-01 | 31.008297119221396 |
| 2008-07-01 | 30.804994324321500 |
| 2008-08-01 | 30.685331740263500 |
| 2008-09-01 | 30.508252244140000 |
| 2008-10-01 | 30.803578673999702 |
| 2008-11-01 | 30.196713689761600 |
| 2008-12-01 | 30.429089696802200 |
| 2009-01-01 | 30.288516456962900 |
| 2009-02-01 | 30.268077577858600 |
| 2009-03-01 | 30.294887558925700 |
| 2009-04-01 | 30.126109399825200 |
| 2009-05-01 | 31.606199655898000 |
| 2009-06-01 | 31.066026518742103 |
| 2009-07-01 | 31.292323064281803 |
| 2009-08-01 | 31.167605804610602 |
| 2009-09-01 | 31.094006550672002 |
| 2009-10-01 | 30.987859876279202 |
| 2009-11-01 | 31.036286878343898 |
| 2009-12-01 | 30.866408388021696 |
| 2010-01-01 | 31.407770386613800 |
| 2010-02-01 | 31.100896031818700 |
| 2010-03-01 | 31.178818133480302 |
| 2010-04-01 | 31.559953503142400 |
| 2010-05-01 | 31.338635302307500 |
| 2010-06-01 | 31.151127640066500 |
| 2010-07-01 | 31.086059316019500 |
| 2010-08-01 | 31.148208629901600 |
| 2010-09-01 | 31.571699393263803 |
| 2010-10-01 | 31.516625064405304 |
| 2010-11-01 | 31.564346003287100 |
| 2010-12-01 | 31.715886831070400 |
| 2011-01-01 | 31.484065942094603 |
| 2011-02-01 | 31.913210823738900 |
| 2011-03-01 | 31.912727539122600 |
| 2011-04-01 | 32.607811496707200 |
| 2011-05-01 | 32.082980113611500 |
| 2011-06-01 | 32.053198786722200 |
| 2011-07-01 | 32.231013518676600 |
| 2011-08-01 | 32.551550394624700 |
| 2011-09-01 | 32.462444291027800 |
| 2011-10-01 | 32.544884982400800 |
| 2011-11-01 | 32.745710011272000 |
| 2011-12-01 | 32.826012957423200 |
| 2012-01-01 | 32.655705167169600 |
| 2012-02-01 | 33.011534778564200 |
| 2012-03-01 | 33.020969579270700 |
| 2012-04-01 | 33.105497722838400 |
| 2012-05-01 | 33.151749831038900 |
| 2012-06-01 | 33.366741386518605 |
| 2012-07-01 | 33.370806790100005 |
| 2012-08-01 | 34.070315952408600 |
| 2012-09-01 | 33.471475183186000 |
| 2012-10-01 | 33.268407445522000 |
| 2012-11-01 | 34.317127212588396 |
| 2012-12-01 | 33.520610168372000 |
| 2013-01-01 | 34.092644694812900 |
| 2013-02-01 | 34.072355852372600 |
| 2013-03-01 | 34.194259415210200 |
| 2013-04-01 | 34.452369736326396 |
| 2013-05-01 | 34.367521485146796 |
| 2013-06-01 | 34.988499167233000 |
| 2013-07-01 | 34.621306879424300 |
| 2013-08-01 | 34.397037795113896 |
| 2013-09-01 | 34.606658575688800 |
| 2013-10-01 | 34.363500843002600 |
| 2013-11-01 | 34.282158282020000 |
| 2013-12-01 | 34.502256625513400 |
| 2014-01-01 | 34.498278166206200 |
| 2014-02-01 | 34.310922846516110 |
| 2014-03-01 | 34.541206452942700 |
| 2014-04-01 | 34.528937944265300 |
| 2014-05-01 | 34.842279786362400 |
| 2014-06-01 | 34.723683714661604 |
| 2014-07-01 | 34.644172769611700 |
| 2014-08-01 | 34.921116306883995 |
| 2014-09-01 | 34.760236282028900 |
| 2014-10-01 | 35.465468004635206 |
| 2014-11-01 | 35.055426801421700 |
| 2014-12-01 | 34.870098142032596 |
| 2015-01-01 | 34.681104216287000 |
| 2015-02-01 | 34.729579994860500 |
| 2015-03-01 | 34.759384106278404 |
| 2015-04-01 | 35.317030334706700 |
| 2015-05-01 | 35.747354454760604 |
| 2015-06-01 | 35.775225254633300 |
| 2015-07-01 | 35.871313428963400 |
| 2015-08-01 | 35.921816328494900 |
| 2015-09-01 | 36.554508371246705 |
| 2015-10-01 | 36.551415803283700 |
| 2015-11-01 | 36.511742635881900 |
| 2015-12-01 | 36.627758087233794 |
| 2016-01-01 | 37.089051993275900 |
| 2016-02-01 | 37.454898916055800 |
| 2016-03-01 | 37.966741549334000 |
| 2016-04-01 | 36.797847049371000 |
| 2016-05-01 | 36.853989028747290 |
| 2016-06-01 | 36.727548930616000 |
| 2016-07-01 | 37.182372695375500 |
| 2016-08-01 | 37.313936612195500 |
| 2016-09-01 | 37.442353488536700 |
| 2016-10-01 | 37.456256233217000 |
| 2016-11-01 | 37.580744182837000 |
| 2016-12-01 | 37.579467535619500 |
| 2017-01-01 | 37.719134268212294 |
| 2017-02-01 | 37.682389320637200 |
| 2017-03-01 | 37.774401439784300 |
| 2017-04-01 | 37.366772495423795 |
| 2017-05-01 | 37.179818084401900 |
| 2017-06-01 | 37.354430505917300 |
| 2017-07-01 | 37.481446303799500 |
| 2017-08-01 | 37.597603692367100 |
| 2017-09-01 | 37.422918872826200 |
| 2017-10-01 | 37.641178120736400 |
| 2017-11-01 | 38.333349656669995 |
| 2017-12-01 | 38.164265172040500 |
| 2018-01-01 | 37.706796980290400 |
| 2018-02-01 | 37.738463234845400 |
| 2018-03-01 | 37.594804970319500 |
| 2018-04-01 | 37.706555516146494 |
| 2018-05-01 | 37.766031954895100 |
| 2018-06-01 | 37.682121760378790 |
| 2018-07-01 | 37.653860774964600 |
| 2018-08-01 | 37.696572583321796 |
| 2018-09-01 | 37.272022953888800 |
| 2018-10-01 | 37.616287387919400 |
| 2018-11-01 | 37.481064551877000 |
| 2018-12-01 | 37.550744106036600 |
| 2019-01-01 | 37.866750503352705 |
| 2019-02-01 | 37.733483145637706 |
| 2019-03-01 | 38.064285737781205 |
| 2019-04-01 | 37.993906998166200 |
| 2019-05-01 | 38.192865654081100 |
| 2019-06-01 | 38.107567356204500 |
| 2019-07-01 | 38.011478511406200 |
| 2019-08-01 | 37.977803609449204 |
| 2019-09-01 | 38.103600130206790 |
| 2019-10-01 | 37.703962138769704 |
| 2019-11-01 | 37.429014672387900 |
| 2019-12-01 | 38.282818011785600 |
| 2020-01-01 | 38.565451289089600 |
| 2020-02-01 | 38.456414995806700 |
| 2020-03-01 | 36.637246835758700 |
| 2020-04-01 | 16.946208770531200 |
| 2020-05-01 | 18.655554225444700 |
| 2020-06-01 | 19.611737416243000 |
| 2020-07-01 | 26.172393839068498 |
| 2020-08-01 | 27.098071032506102 |
| 2020-09-01 | 28.511039431950802 |
| 2020-10-01 | 28.422650634048200 |
| 2020-11-01 | 29.201939622445398 |
| 2020-12-01 | 28.599510275848400 |
| 2021-01-01 | 29.053213158803800 |
| 2021-02-01 | 29.869053007217500 |
| 2021-03-01 | 30.041682576216196 |
| 2021-04-01 | 30.307772321688900 |
| 2021-05-01 | 30.903457413700000 |
| 2021-06-01 | 30.778364313662000 |
| 2021-07-01 | 31.721426018677302 |
| 2021-08-01 | 32.134727108954200 |
| 2021-09-01 | 32.514188199362300 |
| 2021-10-01 | 33.362542146137300 |
| 2021-11-01 | 33.606446520098700 |
| 2021-12-01 | 33.727396626942900 |
| 2022-01-01 | 33.615513573509600 |
| 2022-02-01 | 34.063194418686500 |
| 2022-03-01 | 34.326927575647204 |
| 2022-04-01 | 35.096184747169200 |
| 2022-05-01 | 35.036582144949400 |
| 2022-06-01 | 34.930048285004100 |
| 2022-07-01 | 35.480441079542800 |
| 2022-08-01 | 35.781831776589500 |
| 2022-09-01 | 35.643775503937000 |
| 2022-10-01 | 35.201679586161106 |
| 2022-11-01 | 35.020074380229694 |
| 2022-12-01 | 35.810172156551000 |
| 2023-01-01 | 36.457376116235200 |
| 2023-02-01 | 36.464312577427800 |
| 2023-03-01 | 37.047538785702500 |
| 2023-04-01 | 36.891461751928100 |
| 2023-05-01 | 36.667979226047390 |
| 2023-06-01 | 36.973669906546895 |
| 2023-07-01 | 36.538153353604400 |
| 2023-08-01 | 36.504025207037000 |
| 2023-09-01 | 36.674857516514700 |
| 2023-10-01 | 36.957531059638500 |
| 2023-11-01 | 37.058235550645100 |
| 2023-12-01 | 37.411315201737200 |
| 2024-01-01 | 37.253314754691790 |
| 2024-02-01 | 37.367642391899500 |
| 2024-03-01 | 37.137982999010205 |
| 2024-04-01 | 37.196809789229100 |
| 2024-05-01 | 38.021388027248500 |
| 2024-06-01 | 38.711225326899100 |
| 2024-07-01 | 38.526514831621300 |
| 2024-08-01 | 38.429631523638400 |
