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 2026-07-01 |
| Last Updated | 2026-08-21 7:44 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 | 21.0301255566422 |
| 1990-02-01 | 20.8876857848622 |
| 1990-03-01 | 21.0213399268599 |
| 1990-04-01 | 21.2933555255623 |
| 1990-05-01 | 20.8271217487715 |
| 1990-06-01 | 20.9988140816476 |
| 1990-07-01 | 21.3321259514025 |
| 1990-08-01 | 21.5387446795867 |
| 1990-09-01 | 21.5303445635891 |
| 1990-10-01 | 23.4039511882686 |
| 1990-11-01 | 21.5662111618720 |
| 1990-12-01 | 21.6661868651710 |
| 1991-01-01 | 21.6363364575786 |
| 1991-02-01 | 21.4827147935616 |
| 1991-03-01 | 21.7074155021082 |
| 1991-04-01 | 21.2924002589704 |
| 1991-05-01 | 21.7221736401790 |
| 1991-06-01 | 21.8283791795750 |
| 1991-07-01 | 21.6569075989952 |
| 1991-08-01 | 21.7175934215127 |
| 1991-09-01 | 21.6427322965344 |
| 1991-10-01 | 21.2871367466845 |
| 1991-11-01 | 21.2633837600002 |
| 1991-12-01 | 21.5720600600805 |
| 1992-01-01 | 22.1265736495902 |
| 1992-02-01 | 21.7667015937588 |
| 1992-03-01 | 21.6703467109411 |
| 1992-04-01 | 21.8382492653396 |
| 1992-05-01 | 21.9100258070904 |
| 1992-06-01 | 22.0417572643473 |
| 1992-07-01 | 21.9878417470729 |
| 1992-08-01 | 21.6084915181496 |
| 1992-09-01 | 21.8660029365648 |
| 1992-10-01 | 21.7737352831438 |
| 1992-11-01 | 21.9486650177074 |
| 1992-12-01 | 21.7766734529128 |
| 1993-01-01 | 21.5965983652392 |
| 1993-02-01 | 22.1679166981048 |
| 1993-03-01 | 21.7312023367613 |
| 1993-04-01 | 22.2830457596153 |
| 1993-05-01 | 22.2201842277664 |
| 1993-06-01 | 21.9275208835610 |
| 1993-07-01 | 22.1035517402409 |
| 1993-08-01 | 22.2934755056496 |
| 1993-09-01 | 22.6078098048903 |
| 1993-10-01 | 23.3517156680216 |
| 1993-11-01 | 23.3537432775777 |
| 1993-12-01 | 23.7993806334400 |
| 1994-01-01 | 22.9609736668411 |
| 1994-02-01 | 22.6491165302048 |
| 1994-03-01 | 22.9105187949016 |
| 1994-04-01 | 22.6337215534431 |
| 1994-05-01 | 21.7288992548906 |
| 1994-06-01 | 22.3023248371785 |
| 1994-07-01 | 22.3956876330159 |
| 1994-08-01 | 22.8774965499727 |
| 1994-09-01 | 23.5605520563512 |
| 1994-10-01 | 22.2066862006222 |
| 1994-11-01 | 21.9759129393896 |
| 1994-12-01 | 22.2255572624293 |
| 1995-01-01 | 22.5105338476589 |
| 1995-02-01 | 22.4591252705901 |
| 1995-03-01 | 22.8195269976668 |
| 1995-04-01 | 22.2985443040296 |
| 1995-05-01 | 22.4441770061360 |
| 1995-06-01 | 22.6638029315882 |
| 1995-07-01 | 22.6398291747139 |
| 1995-08-01 | 22.5148399925527 |
| 1995-09-01 | 22.6818111232678 |
| 1995-10-01 | 22.5676203995059 |
| 1995-11-01 | 22.9758047834020 |
| 1995-12-01 | 23.3702406795585 |
| 1996-01-01 | 22.8592113091540 |
| 1996-02-01 | 22.8638790477511 |
| 1996-03-01 | 23.0273976539771 |
| 1996-04-01 | 23.3029425756713 |
| 1996-05-01 | 23.0569080453618 |
| 1996-06-01 | 23.4028132779449 |
| 1996-07-01 | 22.9496244761594 |
| 1996-08-01 | 22.9478980172254 |
| 1996-09-01 | 22.8571370209248 |
| 1996-10-01 | 23.2436257916789 |
| 1996-11-01 | 23.3057750615743 |
| 1996-12-01 | 23.4185802067305 |
| 1997-01-01 | 24.2230718454039 |
| 1997-02-01 | 23.9768205135020 |
| 1997-03-01 | 23.8644928146879 |
| 1997-04-01 | 24.1887834074246 |
| 1997-05-01 | 24.2653055903892 |
| 1997-06-01 | 24.2221468344575 |
| 1997-07-01 | 24.5409224437388 |
| 1997-08-01 | 24.5893261556107 |
| 1997-09-01 | 24.6167639665651 |
| 1997-10-01 | 24.9212478021640 |
| 1997-11-01 | 24.9559894607241 |
| 1997-12-01 | 24.9787697088097 |
| 1998-01-01 | 25.1175458811469 |
| 1998-02-01 | 25.1728513451156 |
| 1998-03-01 | 24.9829025702605 |
| 1998-04-01 | 25.0413384692993 |
| 1998-05-01 | 25.5677492530266 |
| 1998-06-01 | 25.3691868915951 |
| 1998-07-01 | 25.5504879756847 |
| 1998-08-01 | 25.5414047298415 |
| 1998-09-01 | 25.7794825206786 |
| 1998-10-01 | 25.3863304173393 |
| 1998-11-01 | 25.1769372927781 |
| 1998-12-01 | 25.3522862081090 |
| 1999-01-01 | 24.8263496214435 |
| 1999-02-01 | 25.1906915807381 |
| 1999-03-01 | 25.4739155153349 |
| 1999-04-01 | 25.2778234405750 |
| 1999-05-01 | 25.2545255673070 |
| 1999-06-01 | 24.9148200994343 |
| 1999-07-01 | 26.2039378077410 |
| 1999-08-01 | 25.8624282297343 |
| 1999-09-01 | 26.1488783392387 |
| 1999-10-01 | 25.9604382760132 |
| 1999-11-01 | 25.6096422467668 |
| 1999-12-01 | 26.1417242552218 |
| 2000-01-01 | 26.2368599964968 |
| 2000-02-01 | 26.3250795032964 |
| 2000-03-01 | 26.1162564189544 |
| 2000-04-01 | 26.3812410163735 |
| 2000-05-01 | 26.2352077750379 |
| 2000-06-01 | 26.3754684576850 |
| 2000-07-01 | 26.4951916220510 |
| 2000-08-01 | 26.1898171590933 |
| 2000-09-01 | 26.2173984575725 |
| 2000-10-01 | 26.3258412260053 |
| 2000-11-01 | 26.3919215472189 |
| 2000-12-01 | 26.5639549125090 |
| 2001-01-01 | 26.3697481676896 |
| 2001-02-01 | 26.3782470876726 |
| 2001-03-01 | 26.4948374466363 |
| 2001-04-01 | 25.7226052652869 |
| 2001-05-01 | 26.1923131669112 |
| 2001-06-01 | 26.1181425078464 |
| 2001-07-01 | 26.1208002852398 |
| 2001-08-01 | 26.0316149598055 |
| 2001-09-01 | 25.9950723322778 |
| 2001-10-01 | 26.1542408701643 |
| 2001-11-01 | 26.3315565815524 |
| 2001-12-01 | 25.8958430231935 |
| 2002-01-01 | 26.8423586904437 |
| 2002-02-01 | 27.0713915002354 |
| 2002-03-01 | 27.4036953678488 |
| 2002-04-01 | 27.2333685527142 |
| 2002-05-01 | 27.5216491280492 |
| 2002-06-01 | 27.8860016838158 |
| 2002-07-01 | 27.6308276662467 |
| 2002-08-01 | 28.0689177050521 |
| 2002-09-01 | 27.8505350614550 |
| 2002-10-01 | 27.9661087623411 |
| 2002-11-01 | 27.9337601371061 |
| 2002-12-01 | 28.2348358318826 |
| 2003-01-01 | 28.5666638728248 |
| 2003-02-01 | 28.3874035420961 |
| 2003-03-01 | 28.3505680019006 |
| 2003-04-01 | 28.3497721697104 |
| 2003-05-01 | 28.3368576119555 |
| 2003-06-01 | 27.9314466190258 |
| 2003-07-01 | 28.1256917480041 |
| 2003-08-01 | 28.1038692523854 |
| 2003-09-01 | 28.1905573388089 |
| 2003-10-01 | 28.2817163010720 |
| 2003-11-01 | 28.3111876476432 |
| 2003-12-01 | 28.1147775281930 |
| 2004-01-01 | 28.5485308947606 |
| 2004-02-01 | 28.6447845208822 |
| 2004-03-01 | 28.5037634569239 |
| 2004-04-01 | 28.8941700106954 |
| 2004-05-01 | 28.7652149006158 |
| 2004-06-01 | 28.8791960238992 |
| 2004-07-01 | 28.6540249914012 |
| 2004-08-01 | 28.5421007783515 |
| 2004-09-01 | 29.0318250566158 |
| 2004-10-01 | 29.1055411637937 |
| 2004-11-01 | 29.1773949576735 |
| 2004-12-01 | 28.7521461225205 |
| 2005-01-01 | 28.1644050336579 |
| 2005-02-01 | 28.7020052138472 |
| 2005-03-01 | 28.8856417945007 |
| 2005-04-01 | 29.4581069324809 |
| 2005-05-01 | 29.3073904064646 |
| 2005-06-01 | 29.2831814054767 |
| 2005-07-01 | 29.5504829863840 |
| 2005-08-01 | 29.6007695513807 |
| 2005-09-01 | 29.6063170643338 |
| 2005-10-01 | 29.3204193894698 |
| 2005-11-01 | 29.3599478437063 |
| 2005-12-01 | 29.4280026665213 |
| 2006-01-01 | 29.5799640243003 |
| 2006-02-01 | 29.8720055336675 |
| 2006-03-01 | 30.0851407480492 |
| 2006-04-01 | 30.0504504451036 |
| 2006-05-01 | 29.9445141391199 |
| 2006-06-01 | 29.9799081987592 |
| 2006-07-01 | 29.7964355847843 |
| 2006-08-01 | 29.8543432324131 |
| 2006-09-01 | 29.9066007703157 |
| 2006-10-01 | 29.8631017880193 |
| 2006-11-01 | 30.2879841666724 |
| 2006-12-01 | 30.3174083696195 |
| 2007-01-01 | 29.9354205847209 |
| 2007-02-01 | 30.1104405783396 |
| 2007-03-01 | 30.2876581691163 |
| 2007-04-01 | 29.9274893734312 |
| 2007-05-01 | 30.0718251815140 |
| 2007-06-01 | 30.8704672804615 |
| 2007-07-01 | 30.5908223810523 |
| 2007-08-01 | 30.5222333636682 |
| 2007-09-01 | 30.3088736913419 |
| 2007-10-01 | 30.8205421316639 |
| 2007-11-01 | 30.9409810129372 |
| 2007-12-01 | 31.1041624976114 |
| 2008-01-01 | 30.9368706886280 |
| 2008-02-01 | 31.0144181075631 |
| 2008-03-01 | 30.9942431213724 |
| 2008-04-01 | 30.5927901189159 |
| 2008-05-01 | 31.6894562209208 |
| 2008-06-01 | 31.0082709089934 |
| 2008-07-01 | 30.8049797309200 |
| 2008-08-01 | 30.6853366133616 |
| 2008-09-01 | 30.5082699518915 |
| 2008-10-01 | 30.8036255799439 |
| 2008-11-01 | 30.1967571512049 |
| 2008-12-01 | 30.4291302470877 |
| 2009-01-01 | 30.2883976304990 |
| 2009-02-01 | 30.2680901688361 |
| 2009-03-01 | 30.2948833832423 |
| 2009-04-01 | 30.1261808599910 |
| 2009-05-01 | 31.6061280377772 |
| 2009-06-01 | 31.0659570329788 |
| 2009-07-01 | 31.2922571088922 |
| 2009-08-01 | 31.1675552098631 |
| 2009-09-01 | 31.0939669341322 |
| 2009-10-01 | 30.9882342072711 |
| 2009-11-01 | 31.0362926389700 |
| 2009-12-01 | 30.8665354105060 |
| 2010-01-01 | 31.4075533817325 |
| 2010-02-01 | 31.1008934563854 |
| 2010-03-01 | 31.1788029670342 |
| 2010-04-01 | 31.5600096361384 |
| 2010-05-01 | 31.3385471598451 |
| 2010-06-01 | 31.1509202619035 |
| 2010-07-01 | 31.0859655253032 |
| 2010-08-01 | 31.1481245366448 |
| 2010-09-01 | 31.5716245827374 |
| 2010-10-01 | 31.5173417046380 |
| 2010-11-01 | 31.5643234648807 |
| 2010-12-01 | 31.7160962767356 |
| 2011-01-01 | 31.4838082492447 |
| 2011-02-01 | 31.9131720838134 |
| 2011-03-01 | 31.9126829716526 |
| 2011-04-01 | 32.6078342695782 |
| 2011-05-01 | 32.0828654886609 |
| 2011-06-01 | 32.0528429879422 |
| 2011-07-01 | 32.2308751819600 |
| 2011-08-01 | 32.5514029835791 |
| 2011-09-01 | 32.4622908551414 |
| 2011-10-01 | 32.5461399111586 |
| 2011-11-01 | 32.7456132187376 |
| 2011-12-01 | 32.8262739056930 |
| 2012-01-01 | 32.6553960746347 |
| 2012-02-01 | 33.0114653092050 |
| 2012-03-01 | 33.0208596606848 |
| 2012-04-01 | 33.1054825676990 |
| 2012-05-01 | 33.1516356157529 |
| 2012-06-01 | 33.3662556243070 |
| 2012-07-01 | 33.3706495229423 |
| 2012-08-01 | 34.0701512411486 |
| 2012-09-01 | 33.4713142726837 |
| 2012-10-01 | 33.2698986398149 |
| 2012-11-01 | 34.3170171542313 |
| 2012-12-01 | 33.5208563805008 |
| 2013-01-01 | 34.0923995199053 |
| 2013-02-01 | 34.0722115609337 |
| 2013-03-01 | 34.1941067989114 |
| 2013-04-01 | 34.4524863146603 |
| 2013-05-01 | 34.3675167124300 |
| 2013-06-01 | 34.9878059676600 |
| 2013-07-01 | 34.6211071204104 |
| 2013-08-01 | 34.3967796691880 |
| 2013-09-01 | 34.6063824276913 |
| 2013-10-01 | 34.3651333578840 |
| 2013-11-01 | 34.2819854298131 |
| 2013-12-01 | 34.5025007636395 |
| 2014-01-01 | 34.4981663828496 |
| 2014-02-01 | 34.3108044702911 |
| 2014-03-01 | 34.5411537960853 |
| 2014-04-01 | 34.5293622114012 |
| 2014-05-01 | 34.8424493195115 |
| 2014-06-01 | 34.7227404454924 |
| 2014-07-01 | 34.6438726699188 |
| 2014-08-01 | 34.9207048891676 |
| 2014-09-01 | 34.7587727825001 |
| 2014-10-01 | 35.4666900633567 |
| 2014-11-01 | 35.0573689130741 |
| 2014-12-01 | 34.8694300590572 |
| 2015-01-01 | 34.6812285114800 |
| 2015-02-01 | 34.7294909740545 |
| 2015-03-01 | 34.7594775301756 |
| 2015-04-01 | 35.3178268187690 |
| 2015-05-01 | 35.7477653954276 |
| 2015-06-01 | 35.7744119375740 |
| 2015-07-01 | 35.8714186721475 |
| 2015-08-01 | 35.9220116356789 |
| 2015-09-01 | 36.5484380005126 |
| 2015-10-01 | 36.5530158880695 |
| 2015-11-01 | 36.5163384817699 |
| 2015-12-01 | 36.6263635765626 |
| 2016-01-01 | 37.0892248935727 |
| 2016-02-01 | 37.4547833303771 |
| 2016-03-01 | 37.9670259614220 |
| 2016-04-01 | 36.7993120265020 |
| 2016-05-01 | 36.8550889559614 |
| 2016-06-01 | 36.7274774564766 |
| 2016-07-01 | 37.1830361327932 |
| 2016-08-01 | 37.3141136167404 |
| 2016-09-01 | 37.4299557226638 |
| 2016-10-01 | 37.4553158213756 |
| 2016-11-01 | 37.5964203005490 |
| 2016-12-01 | 37.5745117164262 |
| 2017-01-01 | 37.7173660837366 |
| 2017-02-01 | 37.6817651407443 |
| 2017-03-01 | 37.7741068337959 |
| 2017-04-01 | 37.3679525310197 |
| 2017-05-01 | 37.1814736268716 |
| 2017-06-01 | 37.3573921926124 |
| 2017-07-01 | 37.4899507360058 |
| 2017-08-01 | 37.5920153644079 |
| 2017-09-01 | 37.4036581789992 |
| 2017-10-01 | 37.6378750375247 |
| 2017-11-01 | 38.3704684679727 |
| 2017-12-01 | 38.1362572278427 |
| 2018-01-01 | 37.7066720169672 |
| 2018-02-01 | 37.7404304694719 |
| 2018-03-01 | 37.5953995012636 |
| 2018-04-01 | 37.7071025313842 |
| 2018-05-01 | 37.7667583776758 |
| 2018-06-01 | 37.6943490902368 |
| 2018-07-01 | 37.6666423574856 |
| 2018-08-01 | 37.6823487444530 |
| 2018-09-01 | 37.2486163186551 |
| 2018-10-01 | 37.6103857526337 |
| 2018-11-01 | 37.5428804187384 |
| 2018-12-01 | 37.4998096838018 |
| 2019-01-01 | 37.8673765861453 |
| 2019-02-01 | 37.7358891084380 |
| 2019-03-01 | 38.0632710340720 |
| 2019-04-01 | 37.9922266364844 |
| 2019-05-01 | 38.1922499107700 |
| 2019-06-01 | 38.1297911901553 |
| 2019-07-01 | 38.0300814340891 |
| 2019-08-01 | 37.9566639315491 |
| 2019-09-01 | 38.0784511297591 |
| 2019-10-01 | 37.6899234212998 |
| 2019-11-01 | 37.5287016888291 |
| 2019-12-01 | 38.2044995578627 |
| 2020-01-01 | 38.5699626087474 |
| 2020-02-01 | 38.4471179013559 |
| 2020-03-01 | 36.6321305720940 |
| 2020-04-01 | 16.9416867781691 |
| 2020-05-01 | 18.6568943188290 |
| 2020-06-01 | 19.6504375139985 |
| 2020-07-01 | 26.1921087210363 |
| 2020-08-01 | 27.0683956055174 |
| 2020-09-01 | 28.4767398131872 |
| 2020-10-01 | 28.4023426139933 |
| 2020-11-01 | 29.3583257054820 |
| 2020-12-01 | 28.5068997780682 |
| 2021-01-01 | 29.0597774340885 |
| 2021-02-01 | 29.8475078111499 |
| 2021-03-01 | 29.9958275809580 |
| 2021-04-01 | 30.2684381677603 |
| 2021-05-01 | 30.9228250623766 |
| 2021-06-01 | 30.8472935943882 |
| 2021-07-01 | 31.7959287848013 |
| 2021-08-01 | 32.0972440563770 |
| 2021-09-01 | 32.4618934201018 |
| 2021-10-01 | 33.3161940517315 |
| 2021-11-01 | 33.8031856859520 |
| 2021-12-01 | 33.5940182778711 |
| 2022-01-01 | 33.6348442022251 |
| 2022-02-01 | 34.0503846488520 |
| 2022-03-01 | 34.2505660195724 |
| 2022-04-01 | 35.0078989195070 |
| 2022-05-01 | 35.0661565312273 |
| 2022-06-01 | 35.0458643007611 |
| 2022-07-01 | 35.6325733495964 |
| 2022-08-01 | 35.7528174291614 |
| 2022-09-01 | 35.5495604860916 |
| 2022-10-01 | 35.1195659332579 |
| 2022-11-01 | 35.2219049851438 |
| 2022-12-01 | 35.6303762137368 |
| 2023-01-01 | 36.4918458749478 |
| 2023-02-01 | 36.4679563834827 |
| 2023-03-01 | 36.9657229691640 |
| 2023-04-01 | 36.6731234515999 |
| 2023-05-01 | 36.6183814434998 |
| 2023-06-01 | 37.1156439129708 |
| 2023-07-01 | 36.7823778076741 |
| 2023-08-01 | 36.5870330278898 |
| 2023-09-01 | 36.6254089158300 |
| 2023-10-01 | 36.6225216633876 |
| 2023-11-01 | 36.5339641020861 |
| 2023-12-01 | 37.0749351996115 |
| 2024-01-01 | 37.1037687413533 |
| 2024-02-01 | 37.1920370733199 |
| 2024-03-01 | 37.3994161743456 |
| 2024-04-01 | 37.1887376680890 |
| 2024-05-01 | 37.1864118319778 |
| 2024-06-01 | 37.0648584150570 |
| 2024-07-01 | 36.8244960943919 |
| 2024-08-01 | 37.0294916083168 |
| 2024-09-01 | 37.1894942944364 |
| 2024-10-01 | 37.4189744302542 |
| 2024-11-01 | 37.4340612873609 |
| 2024-12-01 | 37.5039638950126 |
| 2025-01-01 | 37.3942510340457 |
| 2025-02-01 | 37.2131891544264 |
| 2025-03-01 | 37.3587842920158 |
| 2025-04-01 | 37.6349855309900 |
| 2025-05-01 | 37.6889473693908 |
| 2025-06-01 | 37.0088131337475 |
| 2025-07-01 | 37.3624573339616 |
| 2025-08-01 | 37.4522372886598 |
| 2025-09-01 | 37.6494310986696 |
| 2025-10-01 | 37.5915483588969 |
| 2025-11-01 | 37.6140001482990 |
| 2025-12-01 | 37.5546209429067 |
| 2026-01-01 | 37.2936479170519 |
| 2026-02-01 | 37.4320755499917 |
| 2026-03-01 | 37.1196431571839 |
| 2026-04-01 | 37.2810699296464 |
| 2026-05-01 | 37.5851363366644 |
| 2026-06-01 | 38.0895265113734 |
| 2026-07-01 | 38.2723395846271 |