Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Leisure and Hospitality: Accommodation and Food Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109007072000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:38 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 | 16.6729261184 |
| 1990-02-01 | 16.2453034321 |
| 1990-03-01 | 16.4062855924 |
| 1990-04-01 | 16.5387143877 |
| 1990-05-01 | 16.6389428432 |
| 1990-06-01 | 16.9860101622 |
| 1990-07-01 | 17.1705654809 |
| 1990-08-01 | 17.1979697433 |
| 1990-09-01 | 17.1067368683 |
| 1990-10-01 | 17.2458997316 |
| 1990-11-01 | 17.2359409769 |
| 1990-12-01 | 17.4425996858 |
| 1991-01-01 | 17.6849512476 |
| 1991-02-01 | 17.7408673335 |
| 1991-03-01 | 18.0205825480 |
| 1991-04-01 | 17.9355863565 |
| 1991-05-01 | 17.8352626557 |
| 1991-06-01 | 17.7879533348 |
| 1991-07-01 | 17.6691074827 |
| 1991-08-01 | 17.7947077777 |
| 1991-09-01 | 18.0004130594 |
| 1991-10-01 | 17.5417949412 |
| 1991-11-01 | 17.5323358862 |
| 1991-12-01 | 17.6458814604 |
| 1992-01-01 | 17.6023948380 |
| 1992-02-01 | 17.5348234195 |
| 1992-03-01 | 17.5321683610 |
| 1992-04-01 | 17.4372639227 |
| 1992-05-01 | 17.7181756138 |
| 1992-06-01 | 17.6923841693 |
| 1992-07-01 | 17.6697933671 |
| 1992-08-01 | 17.5962733686 |
| 1992-09-01 | 17.7933284954 |
| 1992-10-01 | 17.9453684304 |
| 1992-11-01 | 18.0207852954 |
| 1992-12-01 | 17.9444777394 |
| 1993-01-01 | 17.8212358804 |
| 1993-02-01 | 18.0370124610 |
| 1993-03-01 | 17.8272692406 |
| 1993-04-01 | 18.1562821499 |
| 1993-05-01 | 18.0003241302 |
| 1993-06-01 | 17.9737376009 |
| 1993-07-01 | 18.2651923233 |
| 1993-08-01 | 18.4032858196 |
| 1993-09-01 | 18.6018253771 |
| 1993-10-01 | 18.6501174720 |
| 1993-11-01 | 18.8195094104 |
| 1993-12-01 | 18.6506938247 |
| 1994-01-01 | 18.6342975814 |
| 1994-02-01 | 18.1386040790 |
| 1994-03-01 | 18.4002362516 |
| 1994-04-01 | 18.5748596200 |
| 1994-05-01 | 18.5896870363 |
| 1994-06-01 | 18.5543059803 |
| 1994-07-01 | 18.4583702632 |
| 1994-08-01 | 18.7985143829 |
| 1994-09-01 | 18.7221166158 |
| 1994-10-01 | 17.9647645857 |
| 1994-11-01 | 18.0259331992 |
| 1994-12-01 | 18.0576321714 |
| 1995-01-01 | 18.1340608895 |
| 1995-02-01 | 18.1528009836 |
| 1995-03-01 | 18.5609361754 |
| 1995-04-01 | 18.2000652735 |
| 1995-05-01 | 18.2887637878 |
| 1995-06-01 | 18.2062354149 |
| 1995-07-01 | 18.3454504880 |
| 1995-08-01 | 18.2859548430 |
| 1995-09-01 | 18.3447086633 |
| 1995-10-01 | 18.3895379923 |
| 1995-11-01 | 18.5649574125 |
| 1995-12-01 | 18.6681570967 |
| 1996-01-01 | 18.2251205867 |
| 1996-02-01 | 18.6675415086 |
| 1996-03-01 | 18.8105462205 |
| 1996-04-01 | 18.7199660846 |
| 1996-05-01 | 18.6916834031 |
| 1996-06-01 | 18.8603025194 |
| 1996-07-01 | 18.7280510636 |
| 1996-08-01 | 18.7573654180 |
| 1996-09-01 | 18.7594797664 |
| 1996-10-01 | 18.9370200607 |
| 1996-11-01 | 19.0105016872 |
| 1996-12-01 | 19.0742804169 |
| 1997-01-01 | 19.3187023155 |
| 1997-02-01 | 19.5870693991 |
| 1997-03-01 | 19.5711598475 |
| 1997-04-01 | 19.4277608692 |
| 1997-05-01 | 19.5969199612 |
| 1997-06-01 | 19.5022258865 |
| 1997-07-01 | 19.6993964557 |
| 1997-08-01 | 19.9406577969 |
| 1997-09-01 | 19.9645664779 |
| 1997-10-01 | 20.2858508351 |
| 1997-11-01 | 20.2626054854 |
| 1997-12-01 | 20.2881715815 |
| 1998-01-01 | 20.3196235766 |
| 1998-02-01 | 20.2986646000 |
| 1998-03-01 | 20.2446122481 |
| 1998-04-01 | 20.4179575940 |
| 1998-05-01 | 20.3915881427 |
| 1998-06-01 | 20.4668875764 |
| 1998-07-01 | 20.3637475875 |
| 1998-08-01 | 20.3218530675 |
| 1998-09-01 | 20.4653709970 |
| 1998-10-01 | 20.2383203729 |
| 1998-11-01 | 20.1958553777 |
| 1998-12-01 | 20.3128502128 |
| 1999-01-01 | 20.2305765449 |
| 1999-02-01 | 20.3218515989 |
| 1999-03-01 | 20.3312859640 |
| 1999-04-01 | 20.2785678818 |
| 1999-05-01 | 20.3765191186 |
| 1999-06-01 | 20.3368991635 |
| 1999-07-01 | 21.1311996420 |
| 1999-08-01 | 20.8085728172 |
| 1999-09-01 | 21.0683973798 |
| 1999-10-01 | 20.6816403960 |
| 1999-11-01 | 20.4281144319 |
| 1999-12-01 | 20.8462170447 |
| 2000-01-01 | 20.9398748011 |
| 2000-02-01 | 20.9485344771 |
| 2000-03-01 | 20.9157773198 |
| 2000-04-01 | 21.0364178766 |
| 2000-05-01 | 20.9409903478 |
| 2000-06-01 | 21.0332120315 |
| 2000-07-01 | 21.1070828430 |
| 2000-08-01 | 20.8869067668 |
| 2000-09-01 | 20.9824387395 |
| 2000-10-01 | 21.0078194289 |
| 2000-11-01 | 20.9454592666 |
| 2000-12-01 | 21.0901409054 |
| 2001-01-01 | 21.0491859420 |
| 2001-02-01 | 21.0813070385 |
| 2001-03-01 | 21.0057901432 |
| 2001-04-01 | 20.6802535962 |
| 2001-05-01 | 20.9033337827 |
| 2001-06-01 | 20.8332272677 |
| 2001-07-01 | 20.8032717994 |
| 2001-08-01 | 20.7770699397 |
| 2001-09-01 | 20.8968982090 |
| 2001-10-01 | 20.8988484674 |
| 2001-11-01 | 21.2548509757 |
| 2001-12-01 | 21.2293882966 |
| 2002-01-01 | 21.3630448511 |
| 2002-02-01 | 21.5161595597 |
| 2002-03-01 | 22.0039860418 |
| 2002-04-01 | 22.2411545777 |
| 2002-05-01 | 22.5597820141 |
| 2002-06-01 | 22.4413172893 |
| 2002-07-01 | 22.2151952394 |
| 2002-08-01 | 22.6585240128 |
| 2002-09-01 | 22.4965263700 |
| 2002-10-01 | 22.6750934828 |
| 2002-11-01 | 22.7580381374 |
| 2002-12-01 | 22.7607239988 |
| 2003-01-01 | 22.8847922378 |
| 2003-02-01 | 22.7552642623 |
| 2003-03-01 | 22.7178457655 |
| 2003-04-01 | 22.7087232844 |
| 2003-05-01 | 22.8282916999 |
| 2003-06-01 | 22.7269923911 |
| 2003-07-01 | 22.9393973654 |
| 2003-08-01 | 23.0433938093 |
| 2003-09-01 | 22.9810124045 |
| 2003-10-01 | 23.1469773080 |
| 2003-11-01 | 23.0614557451 |
| 2003-12-01 | 23.0651363984 |
| 2004-01-01 | 23.4162437073 |
| 2004-02-01 | 23.4980325266 |
| 2004-03-01 | 23.4443304595 |
| 2004-04-01 | 23.5037534442 |
| 2004-05-01 | 23.4051001107 |
| 2004-06-01 | 23.2978678930 |
| 2004-07-01 | 23.1485440505 |
| 2004-08-01 | 23.2200242716 |
| 2004-09-01 | 23.4612887647 |
| 2004-10-01 | 23.6196979376 |
| 2004-11-01 | 23.5710266117 |
| 2004-12-01 | 23.4637758811 |
| 2005-01-01 | 23.2577356524 |
| 2005-02-01 | 23.3398482090 |
| 2005-03-01 | 23.4800251779 |
| 2005-04-01 | 23.7084539394 |
| 2005-05-01 | 23.7802357935 |
| 2005-06-01 | 23.9504360971 |
| 2005-07-01 | 24.1415591509 |
| 2005-08-01 | 24.2119049014 |
| 2005-09-01 | 24.2402489693 |
| 2005-10-01 | 23.9831966349 |
| 2005-11-01 | 23.9865768025 |
| 2005-12-01 | 24.1579277164 |
| 2006-01-01 | 24.3138836151 |
| 2006-02-01 | 24.3877831914 |
| 2006-03-01 | 24.6192920605 |
| 2006-04-01 | 24.3236113273 |
| 2006-05-01 | 24.3382815264 |
| 2006-06-01 | 24.5029637593 |
| 2006-07-01 | 24.3182028293 |
| 2006-08-01 | 24.3898767800 |
| 2006-09-01 | 24.4238346003 |
| 2006-10-01 | 24.4566265193 |
| 2006-11-01 | 24.7119896478 |
| 2006-12-01 | 24.8658177790 |
| 2007-01-01 | 24.8707058649 |
| 2007-02-01 | 24.8395244961 |
| 2007-03-01 | 24.8486460045 |
| 2007-04-01 | 24.5299153693 |
| 2007-05-01 | 24.6860380767 |
| 2007-06-01 | 25.1512667362 |
| 2007-07-01 | 24.8044148666 |
| 2007-08-01 | 24.7691765520 |
| 2007-09-01 | 24.7114583397 |
| 2007-10-01 | 25.0364675059 |
| 2007-11-01 | 25.1333729106 |
| 2007-12-01 | 25.1826655675 |
| 2008-01-01 | 24.9135291775 |
| 2008-02-01 | 25.1912445214 |
| 2008-03-01 | 25.1775245139 |
| 2008-04-01 | 25.2243203349 |
| 2008-05-01 | 25.3313333763 |
| 2008-06-01 | 25.2248392431 |
| 2008-07-01 | 25.2956714436 |
| 2008-08-01 | 25.0369520157 |
| 2008-09-01 | 24.9971329143 |
| 2008-10-01 | 24.9318311845 |
| 2008-11-01 | 24.5521483709 |
| 2008-12-01 | 24.4045331196 |
| 2009-01-01 | 24.3460608689 |
| 2009-02-01 | 24.3208739808 |
| 2009-03-01 | 24.2958398812 |
| 2009-04-01 | 24.3166646773 |
| 2009-05-01 | 24.4884621500 |
| 2009-06-01 | 24.4074593028 |
| 2009-07-01 | 24.7031325125 |
| 2009-08-01 | 24.6199716497 |
| 2009-09-01 | 24.3692678560 |
| 2009-10-01 | 24.4401348002 |
| 2009-11-01 | 24.3625394210 |
| 2009-12-01 | 24.4239569527 |
| 2010-01-01 | 24.4563422957 |
| 2010-02-01 | 24.4335843518 |
| 2010-03-01 | 24.6147155186 |
| 2010-04-01 | 24.7067001997 |
| 2010-05-01 | 24.8644462660 |
| 2010-06-01 | 24.7038709231 |
| 2010-07-01 | 24.5143988332 |
| 2010-08-01 | 24.4979993462 |
| 2010-09-01 | 24.6474696592 |
| 2010-10-01 | 24.6690748094 |
| 2010-11-01 | 24.7650964731 |
| 2010-12-01 | 24.7445142062 |
| 2011-01-01 | 24.4381434957 |
| 2011-02-01 | 24.8323242042 |
| 2011-03-01 | 24.9195083932 |
| 2011-04-01 | 25.2066632976 |
| 2011-05-01 | 25.1547716716 |
| 2011-06-01 | 25.1895934251 |
| 2011-07-01 | 25.4409378381 |
| 2011-08-01 | 25.6910746470 |
| 2011-09-01 | 25.9443889902 |
| 2011-10-01 | 25.8973346951 |
| 2011-11-01 | 26.1526950513 |
| 2011-12-01 | 26.3638225342 |
| 2012-01-01 | 26.2931764135 |
| 2012-02-01 | 26.6231246019 |
| 2012-03-01 | 26.8263444869 |
| 2012-04-01 | 26.6152146036 |
| 2012-05-01 | 26.7467630413 |
| 2012-06-01 | 26.9905290918 |
| 2012-07-01 | 27.1613478423 |
| 2012-08-01 | 27.6896634840 |
| 2012-09-01 | 27.4614218489 |
| 2012-10-01 | 27.5044440368 |
| 2012-11-01 | 27.6400346619 |
| 2012-12-01 | 27.8720991792 |
| 2013-01-01 | 28.0556871387 |
| 2013-02-01 | 28.1151832151 |
| 2013-03-01 | 28.0189084455 |
| 2013-04-01 | 28.2344715929 |
| 2013-05-01 | 28.2360724175 |
| 2013-06-01 | 28.5957997498 |
| 2013-07-01 | 28.4805300516 |
| 2013-08-01 | 28.3992265448 |
| 2013-09-01 | 28.3862983791 |
| 2013-10-01 | 28.3822700180 |
| 2013-11-01 | 28.4336752339 |
| 2013-12-01 | 28.2806252913 |
| 2014-01-01 | 28.5196855188 |
| 2014-02-01 | 28.4147694745 |
| 2014-03-01 | 28.5100523969 |
| 2014-04-01 | 28.5507079426 |
| 2014-05-01 | 28.6235980865 |
| 2014-06-01 | 28.6147166013 |
| 2014-07-01 | 28.3986136064 |
| 2014-08-01 | 28.7972064103 |
| 2014-09-01 | 28.4153019066 |
| 2014-10-01 | 28.5434592292 |
| 2014-11-01 | 28.7325471756 |
| 2014-12-01 | 28.6827714190 |
| 2015-01-01 | 28.8089490941 |
| 2015-02-01 | 28.8203551049 |
| 2015-03-01 | 28.7915186443 |
| 2015-04-01 | 28.8536486392 |
| 2015-05-01 | 29.1179792049 |
| 2015-06-01 | 29.1348382481 |
| 2015-07-01 | 29.3227553707 |
| 2015-08-01 | 29.2831184860 |
| 2015-09-01 | 29.4454496377 |
| 2015-10-01 | 29.6071808652 |
| 2015-11-01 | 29.4285679829 |
| 2015-12-01 | 29.6802870991 |
| 2016-01-01 | 29.6148692701 |
| 2016-02-01 | 29.7189637047 |
| 2016-03-01 | 30.1760318964 |
| 2016-04-01 | 30.0464210920 |
| 2016-05-01 | 30.1178234977 |
| 2016-06-01 | 30.1774284405 |
| 2016-07-01 | 30.2297935225 |
| 2016-08-01 | 30.2598530519 |
| 2016-09-01 | 30.5630588635 |
| 2016-10-01 | 30.4819559651 |
| 2016-11-01 | 30.5320625396 |
| 2016-12-01 | 30.4690722121 |
| 2017-01-01 | 30.5393110840 |
| 2017-02-01 | 30.4088598112 |
| 2017-03-01 | 30.5554702186 |
| 2017-04-01 | 30.3346503082 |
| 2017-05-01 | 30.1414468264 |
| 2017-06-01 | 30.3119854483 |
| 2017-07-01 | 30.2249162083 |
| 2017-08-01 | 30.4343193538 |
| 2017-09-01 | 30.4672178222 |
| 2017-10-01 | 30.5717034513 |
| 2017-11-01 | 30.6452568134 |
| 2017-12-01 | 30.6651236860 |
| 2018-01-01 | 30.5609072067 |
| 2018-02-01 | 30.6837907890 |
| 2018-03-01 | 30.5416881922 |
| 2018-04-01 | 30.6197234045 |
| 2018-05-01 | 30.5783654075 |
| 2018-06-01 | 30.5388236370 |
| 2018-07-01 | 30.4901415637 |
| 2018-08-01 | 30.5217406531 |
| 2018-09-01 | 30.2778725256 |
| 2018-10-01 | 30.2687343928 |
| 2018-11-01 | 30.2582357606 |
| 2018-12-01 | 30.2690161090 |
| 2019-01-01 | 30.2876852759 |
| 2019-02-01 | 30.3492866932 |
| 2019-03-01 | 30.4381684046 |
| 2019-04-01 | 30.4952502906 |
| 2019-05-01 | 30.6144489447 |
| 2019-06-01 | 30.3452848076 |
| 2019-07-01 | 30.4479684381 |
| 2019-08-01 | 30.4150302946 |
| 2019-09-01 | 30.3954182793 |
| 2019-10-01 | 30.3786623853 |
| 2019-11-01 | 30.4823191815 |
| 2019-12-01 | 30.4832905967 |
| 2020-01-01 | 30.8993766376 |
| 2020-02-01 | 30.7073065675 |
| 2020-03-01 | 29.5381193309 |
| 2020-04-01 | 14.1813923092 |
| 2020-05-01 | 16.4286422932 |
| 2020-06-01 | 17.3399205508 |
| 2020-07-01 | 22.2050673578 |
| 2020-08-01 | 22.8270394588 |
| 2020-09-01 | 23.6142690049 |
| 2020-10-01 | 24.1916248906 |
| 2020-11-01 | 24.2077220100 |
| 2020-12-01 | 22.7884549966 |
| 2021-01-01 | 23.3916881612 |
| 2021-02-01 | 23.9953291119 |
| 2021-03-01 | 24.2389220164 |
| 2021-04-01 | 24.5763943478 |
| 2021-05-01 | 24.8307290254 |
| 2021-06-01 | 25.2247615614 |
| 2021-07-01 | 25.7855921717 |
| 2021-08-01 | 25.7314903515 |
| 2021-09-01 | 26.0155639844 |
| 2021-10-01 | 26.5058288013 |
| 2021-11-01 | 26.8309272802 |
| 2021-12-01 | 26.9792922977 |
| 2022-01-01 | 26.9789996591 |
| 2022-02-01 | 27.4110113242 |
| 2022-03-01 | 27.5470496673 |
| 2022-04-01 | 27.8884335461 |
| 2022-05-01 | 27.9142793890 |
| 2022-06-01 | 28.0159694312 |
| 2022-07-01 | 28.1792000005 |
| 2022-08-01 | 28.2261009566 |
| 2022-09-01 | 28.2068562549 |
| 2022-10-01 | 28.2055103769 |
| 2022-11-01 | 28.2239550509 |
| 2022-12-01 | 28.3617007326 |
| 2023-01-01 | 28.8765898785 |
| 2023-02-01 | 29.1586974581 |
| 2023-03-01 | 29.3802739744 |
| 2023-04-01 | 29.0118042827 |
| 2023-05-01 | 29.0961006636 |
| 2023-06-01 | 29.2022439819 |
| 2023-07-01 | 28.9842265929 |
| 2023-08-01 | 28.6939033834 |
| 2023-09-01 | 28.9751369610 |
| 2023-10-01 | 28.9916771291 |
| 2023-11-01 | 29.1111830045 |
| 2023-12-01 | 29.6484548073 |
| 2024-01-01 | 29.3839734769 |
| 2024-02-01 | 29.1202686008 |
| 2024-03-01 | 29.3253169825 |
| 2024-04-01 | 29.2496962829 |
| 2024-05-01 | 29.3783428923 |
| 2024-06-01 | 29.2884020996 |
| 2024-07-01 | 29.3837129017 |
| 2024-08-01 | 29.5607021467 |
| 2024-09-01 | 29.5264888269 |
| 2024-10-01 | 29.5691967068 |
| 2024-11-01 | 29.6852232201 |
| 2024-12-01 | 29.8426968026 |
| 2025-01-01 | 29.5918756690 |
| 2025-02-01 | 29.4947376644 |
| 2025-03-01 | 29.7697882821 |
| 2025-04-01 | 29.8889984700 |
| 2025-05-01 | 29.9773654194 |
| 2025-06-01 | 29.7719196095 |
| 2025-07-01 | 29.8802694182 |
| 2025-08-01 | 29.9234394449 |
| 2025-09-01 | 29.9700177537 |
| 2025-10-01 | 30.0457107255 |
| 2025-11-01 | 29.8683997207 |
| 2025-12-01 | 29.5361674631 |
| 2026-01-01 | 29.7152271349 |
| 2026-02-01 | 29.7474157246 |
| 2026-03-01 | 29.7050840315 |
| 2026-04-01 | 29.9171158273 |
| 2026-05-01 | 30.0831419207 |
| 2026-06-01 | 30.5644674038 |
| 2026-07-01 | 30.9621081823 |
| 2026-08-01 | 30.7037337145 |
| 2026-09-01 | 29.6300808433 |