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 2026-08-01 |
| Last Updated | 2026-09-18 12:08 PM 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 | 21.0301105974 |
| 1990-02-01 | 20.8876796537 |
| 1990-03-01 | 21.0213357552 |
| 1990-04-01 | 21.2933525852 |
| 1990-05-01 | 20.8271199160 |
| 1990-06-01 | 20.9988123790 |
| 1990-07-01 | 21.3321229743 |
| 1990-08-01 | 21.5387395949 |
| 1990-09-01 | 21.5303376194 |
| 1990-10-01 | 23.4040118623 |
| 1990-11-01 | 21.5662032287 |
| 1990-12-01 | 21.6661794076 |
| 1991-01-01 | 21.6363228395 |
| 1991-02-01 | 21.4827089259 |
| 1991-03-01 | 21.7074113539 |
| 1991-04-01 | 21.2923974925 |
| 1991-05-01 | 21.7221720946 |
| 1991-06-01 | 21.8283777416 |
| 1991-07-01 | 21.6569048739 |
| 1991-08-01 | 21.7175888441 |
| 1991-09-01 | 21.6427259443 |
| 1991-10-01 | 21.2871914708 |
| 1991-11-01 | 21.2633765451 |
| 1991-12-01 | 21.5720529455 |
| 1992-01-01 | 22.1265621262 |
| 1992-02-01 | 21.7666964991 |
| 1992-03-01 | 21.6703424858 |
| 1992-04-01 | 21.8382468869 |
| 1992-05-01 | 21.9100247507 |
| 1992-06-01 | 22.0417563677 |
| 1992-07-01 | 21.9878402203 |
| 1992-08-01 | 21.6084892751 |
| 1992-09-01 | 21.8659997466 |
| 1992-10-01 | 21.7737719479 |
| 1992-11-01 | 21.9486612834 |
| 1992-12-01 | 21.7766685681 |
| 1993-01-01 | 21.5965896048 |
| 1993-02-01 | 22.1679131025 |
| 1993-03-01 | 21.7311986892 |
| 1993-04-01 | 22.2830439523 |
| 1993-05-01 | 22.2201834783 |
| 1993-06-01 | 21.9275205119 |
| 1993-07-01 | 22.1035511979 |
| 1993-08-01 | 22.2934751377 |
| 1993-09-01 | 22.6078090996 |
| 1993-10-01 | 23.3517356417 |
| 1993-11-01 | 23.3537422566 |
| 1993-12-01 | 23.7993775435 |
| 1994-01-01 | 22.9609683923 |
| 1994-02-01 | 22.6491142864 |
| 1994-03-01 | 22.9105157736 |
| 1994-04-01 | 22.6337203873 |
| 1994-05-01 | 21.7288988704 |
| 1994-06-01 | 22.3023249476 |
| 1994-07-01 | 22.3956878364 |
| 1994-08-01 | 22.8774974119 |
| 1994-09-01 | 23.5605529909 |
| 1994-10-01 | 22.2066929972 |
| 1994-11-01 | 21.9759137601 |
| 1994-12-01 | 22.2255555290 |
| 1995-01-01 | 22.5105315136 |
| 1995-02-01 | 22.4591241842 |
| 1995-03-01 | 22.8195249941 |
| 1995-04-01 | 22.2985436964 |
| 1995-05-01 | 22.4441767549 |
| 1995-06-01 | 22.6638031774 |
| 1995-07-01 | 22.6398292557 |
| 1995-08-01 | 22.5148404941 |
| 1995-09-01 | 22.6818115062 |
| 1995-10-01 | 22.5676244503 |
| 1995-11-01 | 22.9758051154 |
| 1995-12-01 | 23.3702389587 |
| 1996-01-01 | 22.8592107454 |
| 1996-02-01 | 22.8638784516 |
| 1996-03-01 | 23.0273961843 |
| 1996-04-01 | 23.3029423530 |
| 1996-05-01 | 23.0569080012 |
| 1996-06-01 | 23.4028135726 |
| 1996-07-01 | 22.9496245445 |
| 1996-08-01 | 22.9478983446 |
| 1996-09-01 | 22.8571372704 |
| 1996-10-01 | 23.2436277705 |
| 1996-11-01 | 23.3057753201 |
| 1996-12-01 | 23.4185789288 |
| 1997-01-01 | 24.2230716386 |
| 1997-02-01 | 23.9768202879 |
| 1997-03-01 | 23.8644919686 |
| 1997-04-01 | 24.1887833333 |
| 1997-05-01 | 24.2653056034 |
| 1997-06-01 | 24.2221471210 |
| 1997-07-01 | 24.5409225472 |
| 1997-08-01 | 24.5893264591 |
| 1997-09-01 | 24.6167643225 |
| 1997-10-01 | 24.9212479422 |
| 1997-11-01 | 24.9559897702 |
| 1997-12-01 | 24.9787691324 |
| 1998-01-01 | 25.1175458500 |
| 1998-02-01 | 25.1728512464 |
| 1998-03-01 | 24.9829021597 |
| 1998-04-01 | 25.0413384373 |
| 1998-05-01 | 25.5677492843 |
| 1998-06-01 | 25.3691871021 |
| 1998-07-01 | 25.5504880607 |
| 1998-08-01 | 25.5414048302 |
| 1998-09-01 | 25.7794826733 |
| 1998-10-01 | 25.3863304801 |
| 1998-11-01 | 25.1769373242 |
| 1998-12-01 | 25.3522859106 |
| 1999-01-01 | 24.8263496064 |
| 1999-02-01 | 25.1906915292 |
| 1999-03-01 | 25.4739154718 |
| 1999-04-01 | 25.2778234250 |
| 1999-05-01 | 25.2545255833 |
| 1999-06-01 | 24.9148202041 |
| 1999-07-01 | 26.2039378366 |
| 1999-08-01 | 25.8624282502 |
| 1999-09-01 | 26.1488784035 |
| 1999-10-01 | 25.9604382563 |
| 1999-11-01 | 25.6096422107 |
| 1999-12-01 | 26.1417242163 |
| 2000-01-01 | 26.2368599730 |
| 2000-02-01 | 26.3250794806 |
| 2000-03-01 | 26.1162564116 |
| 2000-04-01 | 26.3812410242 |
| 2000-05-01 | 26.2352077887 |
| 2000-06-01 | 26.3754684780 |
| 2000-07-01 | 26.4951916325 |
| 2000-08-01 | 26.1898171600 |
| 2000-09-01 | 26.2173984965 |
| 2000-10-01 | 26.3258412122 |
| 2000-11-01 | 26.3919215300 |
| 2000-12-01 | 26.5639548983 |
| 2001-01-01 | 26.3697481583 |
| 2001-02-01 | 26.3782470829 |
| 2001-03-01 | 26.4948374462 |
| 2001-04-01 | 25.7226052694 |
| 2001-05-01 | 26.1923131699 |
| 2001-06-01 | 26.1181425135 |
| 2001-07-01 | 26.1208002856 |
| 2001-08-01 | 26.0316149566 |
| 2001-09-01 | 25.9950723536 |
| 2001-10-01 | 26.1542408655 |
| 2001-11-01 | 26.3315565760 |
| 2001-12-01 | 25.8958430189 |
| 2002-01-01 | 26.8423586875 |
| 2002-02-01 | 27.0713914979 |
| 2002-03-01 | 27.4036953659 |
| 2002-04-01 | 27.2333685538 |
| 2002-05-01 | 27.5216491276 |
| 2002-06-01 | 27.8860016860 |
| 2002-07-01 | 27.6308276674 |
| 2002-08-01 | 28.0689177055 |
| 2002-09-01 | 27.8505350667 |
| 2002-10-01 | 27.9661087623 |
| 2002-11-01 | 27.9337601356 |
| 2002-12-01 | 28.2348358296 |
| 2003-01-01 | 28.5666638711 |
| 2003-02-01 | 28.3874035408 |
| 2003-03-01 | 28.3505680008 |
| 2003-04-01 | 28.3497721719 |
| 2003-05-01 | 28.3368576126 |
| 2003-06-01 | 27.9314466198 |
| 2003-07-01 | 28.1256917487 |
| 2003-08-01 | 28.1038692529 |
| 2003-09-01 | 28.1905573389 |
| 2003-10-01 | 28.2817163006 |
| 2003-11-01 | 28.3111876466 |
| 2003-12-01 | 28.1147775264 |
| 2004-01-01 | 28.5485308938 |
| 2004-02-01 | 28.6447845207 |
| 2004-03-01 | 28.5037634571 |
| 2004-04-01 | 28.8941700143 |
| 2004-05-01 | 28.7652149020 |
| 2004-06-01 | 28.8791960248 |
| 2004-07-01 | 28.6540249922 |
| 2004-08-01 | 28.5421007787 |
| 2004-09-01 | 29.0318250523 |
| 2004-10-01 | 29.1055411629 |
| 2004-11-01 | 29.1773949560 |
| 2004-12-01 | 28.7521461203 |
| 2005-01-01 | 28.1644050324 |
| 2005-02-01 | 28.7020052133 |
| 2005-03-01 | 28.8856417944 |
| 2005-04-01 | 29.4581069458 |
| 2005-05-01 | 29.3073904064 |
| 2005-06-01 | 29.2831814058 |
| 2005-07-01 | 29.5504829873 |
| 2005-08-01 | 29.6007695519 |
| 2005-09-01 | 29.6063170558 |
| 2005-10-01 | 29.3204193876 |
| 2005-11-01 | 29.3599478406 |
| 2005-12-01 | 29.4280026629 |
| 2006-01-01 | 29.5799640214 |
| 2006-02-01 | 29.8720055319 |
| 2006-03-01 | 30.0851407476 |
| 2006-04-01 | 30.0504504733 |
| 2006-05-01 | 29.9445141359 |
| 2006-06-01 | 29.9799081992 |
| 2006-07-01 | 29.7964355864 |
| 2006-08-01 | 29.8543432337 |
| 2006-09-01 | 29.9066007581 |
| 2006-10-01 | 29.8631017849 |
| 2006-11-01 | 30.2879841609 |
| 2006-12-01 | 30.3174083624 |
| 2007-01-01 | 29.9354205774 |
| 2007-02-01 | 30.1104405721 |
| 2007-03-01 | 30.2876581647 |
| 2007-04-01 | 29.9274894397 |
| 2007-05-01 | 30.0718251722 |
| 2007-06-01 | 30.8704672767 |
| 2007-07-01 | 30.5908223771 |
| 2007-08-01 | 30.5222333593 |
| 2007-09-01 | 30.3088736746 |
| 2007-10-01 | 30.8205421271 |
| 2007-11-01 | 30.9409810106 |
| 2007-12-01 | 31.1041624985 |
| 2008-01-01 | 30.9368706610 |
| 2008-02-01 | 31.0144181104 |
| 2008-03-01 | 30.9942431213 |
| 2008-04-01 | 30.5927902214 |
| 2008-05-01 | 31.6894562035 |
| 2008-06-01 | 31.0082708930 |
| 2008-07-01 | 30.8049797099 |
| 2008-08-01 | 30.6853365918 |
| 2008-09-01 | 30.5082699243 |
| 2008-10-01 | 30.8036255764 |
| 2008-11-01 | 30.1967571622 |
| 2008-12-01 | 30.4291302715 |
| 2009-01-01 | 30.2883975987 |
| 2009-02-01 | 30.2680901912 |
| 2009-03-01 | 30.2948833879 |
| 2009-04-01 | 30.1261809909 |
| 2009-05-01 | 31.6061280087 |
| 2009-06-01 | 31.0659569909 |
| 2009-07-01 | 31.2922570569 |
| 2009-08-01 | 31.1675551940 |
| 2009-09-01 | 31.0939668911 |
| 2009-10-01 | 30.9882339955 |
| 2009-11-01 | 31.0362927608 |
| 2009-12-01 | 30.8665356966 |
| 2010-01-01 | 31.4075533202 |
| 2010-02-01 | 31.1008934855 |
| 2010-03-01 | 31.1788029828 |
| 2010-04-01 | 31.5600097673 |
| 2010-05-01 | 31.3385471140 |
| 2010-06-01 | 31.1509198894 |
| 2010-07-01 | 31.0859654013 |
| 2010-08-01 | 31.1481244980 |
| 2010-09-01 | 31.5716245608 |
| 2010-10-01 | 31.5173414359 |
| 2010-11-01 | 31.5643239554 |
| 2010-12-01 | 31.7160971164 |
| 2011-01-01 | 31.4838083923 |
| 2011-02-01 | 31.9131721292 |
| 2011-03-01 | 31.9126827712 |
| 2011-04-01 | 32.6078339809 |
| 2011-05-01 | 32.0828649579 |
| 2011-06-01 | 32.0528418923 |
| 2011-07-01 | 32.2308747872 |
| 2011-08-01 | 32.5514029902 |
| 2011-09-01 | 32.4622912129 |
| 2011-10-01 | 32.5461400286 |
| 2011-11-01 | 32.7456148707 |
| 2011-12-01 | 32.8262760749 |
| 2012-01-01 | 32.6553969207 |
| 2012-02-01 | 33.0114653787 |
| 2012-03-01 | 33.0208581239 |
| 2012-04-01 | 33.1054806997 |
| 2012-05-01 | 33.1516333837 |
| 2012-06-01 | 33.3662529654 |
| 2012-07-01 | 33.3706486306 |
| 2012-08-01 | 34.0701516892 |
| 2012-09-01 | 33.4713159059 |
| 2012-10-01 | 33.2699006360 |
| 2012-11-01 | 34.3170215127 |
| 2012-12-01 | 33.5208616646 |
| 2013-01-01 | 34.0924036414 |
| 2013-02-01 | 34.0722106086 |
| 2013-03-01 | 34.1941038293 |
| 2013-04-01 | 34.4524747330 |
| 2013-05-01 | 34.3675103388 |
| 2013-06-01 | 34.9877958507 |
| 2013-07-01 | 34.6211099841 |
| 2013-08-01 | 34.3967853066 |
| 2013-09-01 | 34.6063899859 |
| 2013-10-01 | 34.3651408425 |
| 2013-11-01 | 34.2819943712 |
| 2013-12-01 | 34.5025089952 |
| 2014-01-01 | 34.4981719692 |
| 2014-02-01 | 34.3108000907 |
| 2014-03-01 | 34.5411458141 |
| 2014-04-01 | 34.5293366335 |
| 2014-05-01 | 34.8424354141 |
| 2014-06-01 | 34.7227204014 |
| 2014-07-01 | 34.6438769311 |
| 2014-08-01 | 34.9207125135 |
| 2014-09-01 | 34.7588166122 |
| 2014-10-01 | 35.4666995699 |
| 2014-11-01 | 35.0573790656 |
| 2014-12-01 | 34.8694387649 |
| 2015-01-01 | 34.6812400533 |
| 2015-02-01 | 34.7294887880 |
| 2015-03-01 | 34.7594658365 |
| 2015-04-01 | 35.3177798276 |
| 2015-05-01 | 35.7477303984 |
| 2015-06-01 | 35.7743637725 |
| 2015-07-01 | 35.8714032792 |
| 2015-08-01 | 35.9219999085 |
| 2015-09-01 | 36.5486175695 |
| 2015-10-01 | 36.5530131733 |
| 2015-11-01 | 36.5163421146 |
| 2015-12-01 | 36.6263706829 |
| 2016-01-01 | 37.0892452489 |
| 2016-02-01 | 37.4547881610 |
| 2016-03-01 | 37.9670091122 |
| 2016-04-01 | 36.7992388548 |
| 2016-05-01 | 36.8550148071 |
| 2016-06-01 | 36.7273898527 |
| 2016-07-01 | 37.1829898119 |
| 2016-08-01 | 37.3140892217 |
| 2016-09-01 | 37.4302950706 |
| 2016-10-01 | 37.4553353348 |
| 2016-11-01 | 37.5963120381 |
| 2016-12-01 | 37.5745468776 |
| 2017-01-01 | 37.7174320784 |
| 2017-02-01 | 37.6818211006 |
| 2017-03-01 | 37.7741133593 |
| 2017-04-01 | 37.3678744699 |
| 2017-05-01 | 37.1813223196 |
| 2017-06-01 | 37.3573274759 |
| 2017-07-01 | 37.4893275351 |
| 2017-08-01 | 37.5923529701 |
| 2017-09-01 | 37.4042872503 |
| 2017-10-01 | 37.6381272742 |
| 2017-11-01 | 38.3702242153 |
| 2017-12-01 | 38.1360297556 |
| 2018-01-01 | 37.7066917798 |
| 2018-02-01 | 37.7404143069 |
| 2018-03-01 | 37.5953597755 |
| 2018-04-01 | 37.7070549111 |
| 2018-05-01 | 37.7666671960 |
| 2018-06-01 | 37.6945140504 |
| 2018-07-01 | 37.6656507728 |
| 2018-08-01 | 37.6832269428 |
| 2018-09-01 | 37.2495256402 |
| 2018-10-01 | 37.6108898964 |
| 2018-11-01 | 37.5421142441 |
| 2018-12-01 | 37.4991378895 |
| 2019-01-01 | 37.8670937206 |
| 2019-02-01 | 37.7355633973 |
| 2019-03-01 | 38.0630989327 |
| 2019-04-01 | 37.9923394078 |
| 2019-05-01 | 38.1925326084 |
| 2019-06-01 | 38.1305812788 |
| 2019-07-01 | 38.0290721907 |
| 2019-08-01 | 37.9582776378 |
| 2019-09-01 | 38.0796055675 |
| 2019-10-01 | 37.6909472147 |
| 2019-11-01 | 37.5274300946 |
| 2019-12-01 | 38.2030473782 |
| 2020-01-01 | 38.5683305472 |
| 2020-02-01 | 38.4457819977 |
| 2020-03-01 | 36.6311187308 |
| 2020-04-01 | 16.9406045173 |
| 2020-05-01 | 18.6559544158 |
| 2020-06-01 | 19.6610946742 |
| 2020-07-01 | 26.1901215243 |
| 2020-08-01 | 27.0692959202 |
| 2020-09-01 | 28.4772683899 |
| 2020-10-01 | 28.4033883007 |
| 2020-11-01 | 29.3554553511 |
| 2020-12-01 | 28.5046371156 |
| 2021-01-01 | 29.0565033384 |
| 2021-02-01 | 29.8447426696 |
| 2021-03-01 | 29.9937063494 |
| 2021-04-01 | 30.2662669745 |
| 2021-05-01 | 30.9211697106 |
| 2021-06-01 | 30.8685554826 |
| 2021-07-01 | 31.7936828915 |
| 2021-08-01 | 32.0978727402 |
| 2021-09-01 | 32.4619096772 |
| 2021-10-01 | 33.3171977475 |
| 2021-11-01 | 33.7992014548 |
| 2021-12-01 | 33.5907328224 |
| 2022-01-01 | 33.6293081783 |
| 2022-02-01 | 34.0452362367 |
| 2022-03-01 | 34.2454902340 |
| 2022-04-01 | 35.0016991783 |
| 2022-05-01 | 35.0601205086 |
| 2022-06-01 | 35.0925938022 |
| 2022-07-01 | 35.6274980314 |
| 2022-08-01 | 35.7508528157 |
| 2022-09-01 | 35.5481573480 |
| 2022-10-01 | 35.1198328439 |
| 2022-11-01 | 35.2167362273 |
| 2022-12-01 | 35.6265772568 |
| 2023-01-01 | 36.4850135698 |
| 2023-02-01 | 36.4606400153 |
| 2023-03-01 | 36.9577117208 |
| 2023-04-01 | 36.6630944601 |
| 2023-05-01 | 36.6075813896 |
| 2023-06-01 | 37.1789323180 |
| 2023-07-01 | 36.7771390415 |
| 2023-08-01 | 36.5870563434 |
| 2023-09-01 | 36.6240069309 |
| 2023-10-01 | 36.6221489944 |
| 2023-11-01 | 36.5283888098 |
| 2023-12-01 | 37.0702257984 |
| 2024-01-01 | 37.0952371416 |
| 2024-02-01 | 37.1824336976 |
| 2024-03-01 | 37.3885300879 |
| 2024-04-01 | 37.1745755873 |
| 2024-05-01 | 37.1704196305 |
| 2024-06-01 | 37.1448098729 |
| 2024-07-01 | 36.8236984164 |
| 2024-08-01 | 37.0240284469 |
| 2024-09-01 | 37.1881149064 |
| 2024-10-01 | 37.4179237991 |
| 2024-11-01 | 37.4280509941 |
| 2024-12-01 | 37.4989613756 |
| 2025-01-01 | 37.3856638463 |
| 2025-02-01 | 37.2026956112 |
| 2025-03-01 | 37.3468721617 |
| 2025-04-01 | 37.6199726408 |
| 2025-05-01 | 37.6718190828 |
| 2025-06-01 | 37.0855407244 |
| 2025-07-01 | 37.3712783157 |
| 2025-08-01 | 37.4427662363 |
| 2025-09-01 | 37.6496673217 |
| 2025-10-01 | 37.5905001752 |
| 2025-11-01 | 37.6085145750 |
| 2025-12-01 | 37.5491494297 |
| 2026-01-01 | 37.2849442160 |
| 2026-02-01 | 37.4211667799 |
| 2026-03-01 | 37.1072408028 |
| 2026-04-01 | 37.2656265777 |
| 2026-05-01 | 37.5676082963 |
| 2026-06-01 | 38.1666598328 |
| 2026-07-01 | 38.1904302850 |
| 2026-08-01 | 38.2490893612 |