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 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 21.0552517446 |
| 1990-02-01 | 20.8869207923 |
| 1990-03-01 | 21.0199756124 |
| 1990-04-01 | 21.2917774922 |
| 1990-05-01 | 20.8256718199 |
| 1990-06-01 | 20.9978683477 |
| 1990-07-01 | 21.3317967175 |
| 1990-08-01 | 21.5389651617 |
| 1990-09-01 | 21.5304376755 |
| 1990-10-01 | 23.4016221450 |
| 1990-11-01 | 21.5655454133 |
| 1990-12-01 | 21.6505967073 |
| 1991-01-01 | 21.6593956483 |
| 1991-02-01 | 21.4826884220 |
| 1991-03-01 | 21.7065336501 |
| 1991-04-01 | 21.2910755165 |
| 1991-05-01 | 21.7209475984 |
| 1991-06-01 | 21.8274905104 |
| 1991-07-01 | 21.6568998663 |
| 1991-08-01 | 21.7194127851 |
| 1991-09-01 | 21.6435507432 |
| 1991-10-01 | 21.2840065248 |
| 1991-11-01 | 21.2641237655 |
| 1991-12-01 | 21.5526604826 |
| 1992-01-01 | 22.1454404248 |
| 1992-02-01 | 21.7658970463 |
| 1992-03-01 | 21.6735779742 |
| 1992-04-01 | 21.8369393788 |
| 1992-05-01 | 21.9091402658 |
| 1992-06-01 | 22.0414822162 |
| 1992-07-01 | 21.9888633155 |
| 1992-08-01 | 21.6126050546 |
| 1992-09-01 | 21.8687951506 |
| 1992-10-01 | 21.7716485811 |
| 1992-11-01 | 21.9532864871 |
| 1992-12-01 | 21.7397553319 |
| 1993-01-01 | 21.6150942044 |
| 1993-02-01 | 22.1680446775 |
| 1993-03-01 | 21.7395769806 |
| 1993-04-01 | 22.2822905802 |
| 1993-05-01 | 22.2200606249 |
| 1993-06-01 | 21.9291319117 |
| 1993-07-01 | 22.1050137421 |
| 1993-08-01 | 22.2993437075 |
| 1993-09-01 | 22.6118674736 |
| 1993-10-01 | 23.3506730572 |
| 1993-11-01 | 23.3612844903 |
| 1993-12-01 | 23.7490379567 |
| 1994-01-01 | 22.9758112643 |
| 1994-02-01 | 22.6500070577 |
| 1994-03-01 | 22.9241972971 |
| 1994-04-01 | 22.6338162818 |
| 1994-05-01 | 21.7295976084 |
| 1994-06-01 | 22.3060578353 |
| 1994-07-01 | 22.3977322460 |
| 1994-08-01 | 22.8839730710 |
| 1994-09-01 | 23.5657616732 |
| 1994-10-01 | 22.2074120801 |
| 1994-11-01 | 21.9858952674 |
| 1994-12-01 | 22.1616413691 |
| 1995-01-01 | 22.5239281713 |
| 1995-02-01 | 22.4625093317 |
| 1995-03-01 | 22.8352913797 |
| 1995-04-01 | 22.3002804927 |
| 1995-05-01 | 22.4462170091 |
| 1995-06-01 | 22.6693673329 |
| 1995-07-01 | 22.6413396500 |
| 1995-08-01 | 22.5205397207 |
| 1995-09-01 | 22.6857819858 |
| 1995-10-01 | 22.5682588309 |
| 1995-11-01 | 22.9844743777 |
| 1995-12-01 | 23.3117133617 |
| 1996-01-01 | 22.8681463732 |
| 1996-02-01 | 22.8670385127 |
| 1996-03-01 | 23.0434516694 |
| 1996-04-01 | 23.3052216341 |
| 1996-05-01 | 23.0592827895 |
| 1996-06-01 | 23.4088067868 |
| 1996-07-01 | 22.9508535013 |
| 1996-08-01 | 22.9517416399 |
| 1996-09-01 | 22.8597655326 |
| 1996-10-01 | 23.2452214774 |
| 1996-11-01 | 23.3125588303 |
| 1996-12-01 | 23.3667542414 |
| 1997-01-01 | 24.2327994834 |
| 1997-02-01 | 23.9803269457 |
| 1997-03-01 | 23.8764734642 |
| 1997-04-01 | 24.1914076812 |
| 1997-05-01 | 24.2678102163 |
| 1997-06-01 | 24.2281143627 |
| 1997-07-01 | 24.5413276406 |
| 1997-08-01 | 24.5908624200 |
| 1997-09-01 | 24.6170158873 |
| 1997-10-01 | 24.9219348759 |
| 1997-11-01 | 24.9583630319 |
| 1997-12-01 | 24.9471761975 |
| 1998-01-01 | 25.1254527440 |
| 1998-02-01 | 25.1746285485 |
| 1998-03-01 | 24.9894021397 |
| 1998-04-01 | 25.0434450882 |
| 1998-05-01 | 25.5697297796 |
| 1998-06-01 | 25.3737147019 |
| 1998-07-01 | 25.5507367680 |
| 1998-08-01 | 25.5414247947 |
| 1998-09-01 | 25.7786477044 |
| 1998-10-01 | 25.3864931971 |
| 1998-11-01 | 25.1768426415 |
| 1998-12-01 | 25.3364515635 |
| 1999-01-01 | 24.8320828993 |
| 1999-02-01 | 25.1919930042 |
| 1999-03-01 | 25.4755612579 |
| 1999-04-01 | 25.2795212804 |
| 1999-05-01 | 25.2560832664 |
| 1999-06-01 | 24.9175574930 |
| 1999-07-01 | 26.2038704882 |
| 1999-08-01 | 25.8620646541 |
| 1999-09-01 | 26.1472510191 |
| 1999-10-01 | 25.9592912387 |
| 1999-11-01 | 25.6078841260 |
| 1999-12-01 | 26.1403413900 |
| 2000-01-01 | 26.2390313551 |
| 2000-02-01 | 26.3246656237 |
| 2000-03-01 | 26.1165097868 |
| 2000-04-01 | 26.3817968667 |
| 2000-05-01 | 26.2357970823 |
| 2000-06-01 | 26.3763972905 |
| 2000-07-01 | 26.4952716637 |
| 2000-08-01 | 26.1896748118 |
| 2000-09-01 | 26.2164297937 |
| 2000-10-01 | 26.3254657662 |
| 2000-11-01 | 26.3912468246 |
| 2000-12-01 | 26.5637177876 |
| 2001-01-01 | 26.3706420660 |
| 2001-02-01 | 26.3782640024 |
| 2001-03-01 | 26.4950243211 |
| 2001-04-01 | 25.7226954166 |
| 2001-05-01 | 26.1923673089 |
| 2001-06-01 | 26.1185066389 |
| 2001-07-01 | 26.1207311127 |
| 2001-08-01 | 26.0314984720 |
| 2001-09-01 | 25.9945840724 |
| 2001-10-01 | 26.1541550521 |
| 2001-11-01 | 26.3313010237 |
| 2001-12-01 | 25.8958763101 |
| 2002-01-01 | 26.8428963844 |
| 2002-02-01 | 27.0714238697 |
| 2002-03-01 | 27.4037783086 |
| 2002-04-01 | 27.2332973406 |
| 2002-05-01 | 27.5215706394 |
| 2002-06-01 | 27.8861146058 |
| 2002-07-01 | 27.6307773350 |
| 2002-08-01 | 28.0688795574 |
| 2002-09-01 | 27.8504229758 |
| 2002-10-01 | 27.9660923396 |
| 2002-11-01 | 27.9336502412 |
| 2002-12-01 | 28.2348953689 |
| 2003-01-01 | 28.5667058524 |
| 2003-02-01 | 28.3874478273 |
| 2003-03-01 | 28.3506823327 |
| 2003-04-01 | 28.3497619580 |
| 2003-05-01 | 28.3368477371 |
| 2003-06-01 | 27.9314280654 |
| 2003-07-01 | 28.1256722374 |
| 2003-08-01 | 28.1038637863 |
| 2003-09-01 | 28.1905330998 |
| 2003-10-01 | 28.2816936785 |
| 2003-11-01 | 28.3111580882 |
| 2003-12-01 | 28.1147991040 |
| 2004-01-01 | 28.5485281961 |
| 2004-02-01 | 28.6447932788 |
| 2004-03-01 | 28.5038286007 |
| 2004-04-01 | 28.8941609654 |
| 2004-05-01 | 28.7652090808 |
| 2004-06-01 | 28.8791868069 |
| 2004-07-01 | 28.6540156983 |
| 2004-08-01 | 28.5421075874 |
| 2004-09-01 | 29.0318170478 |
| 2004-10-01 | 29.1055339539 |
| 2004-11-01 | 29.1773741718 |
| 2004-12-01 | 28.7521675712 |
| 2005-01-01 | 28.1643966809 |
| 2005-02-01 | 28.7020037359 |
| 2005-03-01 | 28.8856700022 |
| 2005-04-01 | 29.4581029707 |
| 2005-05-01 | 29.3073864996 |
| 2005-06-01 | 29.2831763246 |
| 2005-07-01 | 29.5504775617 |
| 2005-08-01 | 29.6007797239 |
| 2005-09-01 | 29.6063133151 |
| 2005-10-01 | 29.3204174104 |
| 2005-11-01 | 29.3599323869 |
| 2005-12-01 | 29.4280200071 |
| 2006-01-01 | 29.5799613403 |
| 2006-02-01 | 29.8720064747 |
| 2006-03-01 | 30.0851418690 |
| 2006-04-01 | 30.0504493756 |
| 2006-05-01 | 29.9445135367 |
| 2006-06-01 | 29.9799067196 |
| 2006-07-01 | 29.7964336756 |
| 2006-08-01 | 29.8543515424 |
| 2006-09-01 | 29.9065991944 |
| 2006-10-01 | 29.8631008436 |
| 2006-11-01 | 30.2879740717 |
| 2006-12-01 | 30.3174168503 |
| 2007-01-01 | 29.9354201036 |
| 2007-02-01 | 30.1104405372 |
| 2007-03-01 | 30.2876582661 |
| 2007-04-01 | 29.9274883487 |
| 2007-05-01 | 30.0718247243 |
| 2007-06-01 | 30.8704667218 |
| 2007-07-01 | 30.5908219613 |
| 2007-08-01 | 30.5222381137 |
| 2007-09-01 | 30.3088735052 |
| 2007-10-01 | 30.8205423451 |
| 2007-11-01 | 30.9409767209 |
| 2007-12-01 | 31.1041629956 |
| 2008-01-01 | 30.9368709395 |
| 2008-02-01 | 31.0144184550 |
| 2008-03-01 | 30.9942433953 |
| 2008-04-01 | 30.5927899201 |
| 2008-05-01 | 31.6894562600 |
| 2008-06-01 | 31.0082710371 |
| 2008-07-01 | 30.8049800462 |
| 2008-08-01 | 30.6853369001 |
| 2008-09-01 | 30.5082700324 |
| 2008-10-01 | 30.8036255095 |
| 2008-11-01 | 30.1967569118 |
| 2008-12-01 | 30.4291299820 |
| 2009-01-01 | 30.2883973656 |
| 2009-02-01 | 30.2680901522 |
| 2009-03-01 | 30.2948834574 |
| 2009-04-01 | 30.1261812446 |
| 2009-05-01 | 31.6061280665 |
| 2009-06-01 | 31.0659570407 |
| 2009-07-01 | 31.2922571065 |
| 2009-08-01 | 31.1675552822 |
| 2009-09-01 | 31.0939668120 |
| 2009-10-01 | 30.9882334420 |
| 2009-11-01 | 31.0362928772 |
| 2009-12-01 | 30.8665360863 |
| 2010-01-01 | 31.4075532129 |
| 2010-02-01 | 31.1008935284 |
| 2010-03-01 | 31.1788030736 |
| 2010-04-01 | 31.5600100006 |
| 2010-05-01 | 31.3385471057 |
| 2010-06-01 | 31.1509193880 |
| 2010-07-01 | 31.0859652156 |
| 2010-08-01 | 31.1481244997 |
| 2010-09-01 | 31.5716245257 |
| 2010-10-01 | 31.5173407161 |
| 2010-11-01 | 31.5643247932 |
| 2010-12-01 | 31.7160984812 |
| 2011-01-01 | 31.4838085335 |
| 2011-02-01 | 31.9131720569 |
| 2011-03-01 | 31.9126823733 |
| 2011-04-01 | 32.6078334865 |
| 2011-05-01 | 32.0828642310 |
| 2011-06-01 | 32.0528404531 |
| 2011-07-01 | 32.2308744009 |
| 2011-08-01 | 32.5514033930 |
| 2011-09-01 | 32.4622920463 |
| 2011-10-01 | 32.5461395122 |
| 2011-11-01 | 32.7456174468 |
| 2011-12-01 | 32.8262791316 |
| 2012-01-01 | 32.6553974821 |
| 2012-02-01 | 33.0114647205 |
| 2012-03-01 | 33.0208575461 |
| 2012-04-01 | 33.1054778554 |
| 2012-05-01 | 33.1516303024 |
| 2012-06-01 | 33.3662490838 |
| 2012-07-01 | 33.3706468188 |
| 2012-08-01 | 34.0701519249 |
| 2012-09-01 | 33.4713181286 |
| 2012-10-01 | 33.2699025331 |
| 2012-11-01 | 34.3170287209 |
| 2012-12-01 | 33.5208704573 |
| 2013-01-01 | 34.0924107208 |
| 2013-02-01 | 34.0722039879 |
| 2013-03-01 | 34.1941041278 |
| 2013-04-01 | 34.4524587488 |
| 2013-05-01 | 34.3675050378 |
| 2013-06-01 | 34.9877851422 |
| 2013-07-01 | 34.6211094522 |
| 2013-08-01 | 34.3967867466 |
| 2013-09-01 | 34.6063948217 |
| 2013-10-01 | 34.3651468521 |
| 2013-11-01 | 34.2820084394 |
| 2013-12-01 | 34.5025258019 |
| 2014-01-01 | 34.4981871510 |
| 2014-02-01 | 34.3107881453 |
| 2014-03-01 | 34.5411461317 |
| 2014-04-01 | 34.5293056003 |
| 2014-05-01 | 34.8424264267 |
| 2014-06-01 | 34.7226993343 |
| 2014-07-01 | 34.6438709703 |
| 2014-08-01 | 34.9207063526 |
| 2014-09-01 | 34.7588450434 |
| 2014-10-01 | 35.4666967552 |
| 2014-11-01 | 35.0573814690 |
| 2014-12-01 | 34.8695328429 |
| 2015-01-01 | 34.6812521371 |
| 2015-02-01 | 34.7294628373 |
| 2015-03-01 | 34.7594579163 |
| 2015-04-01 | 35.3177259642 |
| 2015-05-01 | 35.7477055214 |
| 2015-06-01 | 35.7743186853 |
| 2015-07-01 | 35.8713814766 |
| 2015-08-01 | 35.9219847378 |
| 2015-09-01 | 36.5486457813 |
| 2015-10-01 | 36.5530298831 |
| 2015-11-01 | 36.5163692096 |
| 2015-12-01 | 36.6265755749 |
| 2016-01-01 | 37.0892756199 |
| 2016-02-01 | 37.4547627080 |
| 2016-03-01 | 37.9669784039 |
| 2016-04-01 | 36.7991384710 |
| 2016-05-01 | 36.8549263627 |
| 2016-06-01 | 36.7272719607 |
| 2016-07-01 | 37.1829040950 |
| 2016-08-01 | 37.3140436577 |
| 2016-09-01 | 37.4303416555 |
| 2016-10-01 | 37.4554352625 |
| 2016-11-01 | 37.5964125871 |
| 2016-12-01 | 37.5749506906 |
| 2017-01-01 | 37.7175581289 |
| 2017-02-01 | 37.6818372094 |
| 2017-03-01 | 37.7740311572 |
| 2017-04-01 | 37.3675298201 |
| 2017-05-01 | 37.1812908404 |
| 2017-06-01 | 37.3570972424 |
| 2017-07-01 | 37.4887139152 |
| 2017-08-01 | 37.5924083156 |
| 2017-09-01 | 37.4042608675 |
| 2017-10-01 | 37.6382324818 |
| 2017-11-01 | 38.3703911917 |
| 2017-12-01 | 38.1376119836 |
| 2018-01-01 | 37.7069265067 |
| 2018-02-01 | 37.7405120451 |
| 2018-03-01 | 37.5952014116 |
| 2018-04-01 | 37.7063288021 |
| 2018-05-01 | 37.7663893646 |
| 2018-06-01 | 37.6938034698 |
| 2018-07-01 | 37.6641730103 |
| 2018-08-01 | 37.6831379110 |
| 2018-09-01 | 37.2493615885 |
| 2018-10-01 | 37.6110454255 |
| 2018-11-01 | 37.5433129757 |
| 2018-12-01 | 37.5021729521 |
| 2019-01-01 | 37.8677657174 |
| 2019-02-01 | 37.7360102218 |
| 2019-03-01 | 38.0629151478 |
| 2019-04-01 | 37.9909834918 |
| 2019-05-01 | 38.1915053420 |
| 2019-06-01 | 38.1287864819 |
| 2019-07-01 | 38.0261931839 |
| 2019-08-01 | 37.9576816183 |
| 2019-09-01 | 38.0791345766 |
| 2019-10-01 | 37.6912828638 |
| 2019-11-01 | 37.5303072903 |
| 2019-12-01 | 38.2077701702 |
| 2020-01-01 | 38.5704391867 |
| 2020-02-01 | 38.4475630967 |
| 2020-03-01 | 36.6309693715 |
| 2020-04-01 | 16.9409978870 |
| 2020-05-01 | 18.6567175841 |
| 2020-06-01 | 19.6445504046 |
| 2020-07-01 | 26.1886696472 |
| 2020-08-01 | 27.0697296093 |
| 2020-09-01 | 28.4775295154 |
| 2020-10-01 | 28.4045820156 |
| 2020-11-01 | 29.3623675792 |
| 2020-12-01 | 28.5109769364 |
| 2021-01-01 | 29.0610680440 |
| 2021-02-01 | 29.8487519573 |
| 2021-03-01 | 29.9936384666 |
| 2021-04-01 | 30.2672079716 |
| 2021-05-01 | 30.9215633332 |
| 2021-06-01 | 30.8348254829 |
| 2021-07-01 | 31.7918238984 |
| 2021-08-01 | 32.0988181361 |
| 2021-09-01 | 32.4638523325 |
| 2021-10-01 | 33.3213009793 |
| 2021-11-01 | 33.8118292296 |
| 2021-12-01 | 33.6012911076 |
| 2022-01-01 | 33.6386605228 |
| 2022-02-01 | 34.0529043302 |
| 2022-03-01 | 34.2460715829 |
| 2022-04-01 | 35.0031657259 |
| 2022-05-01 | 35.0594267098 |
| 2022-06-01 | 35.0234350041 |
| 2022-07-01 | 35.6262544182 |
| 2022-08-01 | 35.7540902573 |
| 2022-09-01 | 35.5550606149 |
| 2022-10-01 | 35.1309263540 |
| 2022-11-01 | 35.2391771449 |
| 2022-12-01 | 35.6444347830 |
| 2023-01-01 | 36.5020891713 |
| 2023-02-01 | 36.4743950714 |
| 2023-03-01 | 36.9610885883 |
| 2023-04-01 | 36.6614737573 |
| 2023-05-01 | 36.5976981648 |
| 2023-06-01 | 37.0726750829 |
| 2023-07-01 | 36.7534328009 |
| 2023-08-01 | 36.5876973509 |
| 2023-09-01 | 36.6589613458 |
| 2023-10-01 | 36.6481758639 |
| 2023-11-01 | 36.5646061746 |
| 2023-12-01 | 37.0972013275 |
| 2024-01-01 | 37.1202261996 |
| 2024-02-01 | 37.2015267341 |
| 2024-03-01 | 37.3939935744 |
| 2024-04-01 | 37.1690743586 |
| 2024-05-01 | 37.1499144895 |
| 2024-06-01 | 36.9984586598 |
| 2024-07-01 | 36.7721750296 |
| 2024-08-01 | 37.0084908668 |
| 2024-09-01 | 37.2657135490 |
| 2024-10-01 | 37.4614695430 |
| 2024-11-01 | 37.4797225372 |
| 2024-12-01 | 37.5354680154 |
| 2025-01-01 | 37.4180458277 |
| 2025-02-01 | 37.2261233439 |
| 2025-03-01 | 37.3541328374 |
| 2025-04-01 | 37.6075120691 |
| 2025-05-01 | 37.6361648920 |
| 2025-06-01 | 36.9210752149 |
| 2025-07-01 | 37.2816934167 |
| 2025-08-01 | 37.4040481204 |
| 2025-09-01 | 37.7743609047 |
| 2025-10-01 | 37.6512070606 |
| 2025-11-01 | 37.6732707737 |
| 2025-12-01 | 37.5941479233 |
| 2026-01-01 | 37.3224394098 |
| 2026-02-01 | 37.4463244856 |
| 2026-03-01 | 37.1149394100 |
| 2026-04-01 | 37.2483038868 |
| 2026-05-01 | 37.5222314565 |
| 2026-06-01 | 37.9923489064 |
| 2026-07-01 | 38.0789530986 |
| 2026-08-01 | 38.3879561793 |
| 2026-09-01 | 37.2833331632 |