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 2026-04-01
Last Updated 2026-05-26 1:08 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 16.6729261183643
1990-02-01 16.2453034320814
1990-03-01 16.4062855924265
1990-04-01 16.5387143877210
1990-05-01 16.6389428431800
1990-06-01 16.9860101621917
1990-07-01 17.1705654809378
1990-08-01 17.1979697433043
1990-09-01 17.1067368682507
1990-10-01 17.2458997315717
1990-11-01 17.2359409769135
1990-12-01 17.4425996858160
1991-01-01 17.6849512475979
1991-02-01 17.7408673335079
1991-03-01 18.0205825480102
1991-04-01 17.9355863565283
1991-05-01 17.8352626557205
1991-06-01 17.7879533347933
1991-07-01 17.6691074827220
1991-08-01 17.7947077777180
1991-09-01 18.0004130593577
1991-10-01 17.5417949412372
1991-11-01 17.5323358861926
1991-12-01 17.6458814604173
1992-01-01 17.6023948379910
1992-02-01 17.5348234194665
1992-03-01 17.5321683610227
1992-04-01 17.4372639226601
1992-05-01 17.7181756138357
1992-06-01 17.6923841693088
1992-07-01 17.6697933671408
1992-08-01 17.5962733685791
1992-09-01 17.7933284954128
1992-10-01 17.9453684304215
1992-11-01 18.0207852954045
1992-12-01 17.9444777393581
1993-01-01 17.8212358804389
1993-02-01 18.0370124609873
1993-03-01 17.8272692405811
1993-04-01 18.1562821498811
1993-05-01 18.0003241301866
1993-06-01 17.9737376008916
1993-07-01 18.2651923233272
1993-08-01 18.4032858195938
1993-09-01 18.6018253770935
1993-10-01 18.6501174719776
1993-11-01 18.8195094103851
1993-12-01 18.6506938247158
1994-01-01 18.6342975813812
1994-02-01 18.1386040790307
1994-03-01 18.4002362515929
1994-04-01 18.5748596200291
1994-05-01 18.5896870363285
1994-06-01 18.5543059803020
1994-07-01 18.4583702631606
1994-08-01 18.7985143829185
1994-09-01 18.7221166158039
1994-10-01 17.9647645857164
1994-11-01 18.0259331991922
1994-12-01 18.0576321714097
1995-01-01 18.1340608894596
1995-02-01 18.1528009836301
1995-03-01 18.5609361754248
1995-04-01 18.2000652735137
1995-05-01 18.2887637877876
1995-06-01 18.2062354149460
1995-07-01 18.3454504879764
1995-08-01 18.2859548429563
1995-09-01 18.3447086632518
1995-10-01 18.3895379923011
1995-11-01 18.5649574125496
1995-12-01 18.6681570967428
1996-01-01 18.2251205867189
1996-02-01 18.6675415086298
1996-03-01 18.8105462205036
1996-04-01 18.7199660846371
1996-05-01 18.6916834031144
1996-06-01 18.8603025194019
1996-07-01 18.7280510636425
1996-08-01 18.7573654179664
1996-09-01 18.7594797664235
1996-10-01 18.9370200607051
1996-11-01 19.0105016872137
1996-12-01 19.0742804168739
1997-01-01 19.3187023155111
1997-02-01 19.5870693991055
1997-03-01 19.5711598475335
1997-04-01 19.4277608692076
1997-05-01 19.5969199611970
1997-06-01 19.5022258865346
1997-07-01 19.6993964556612
1997-08-01 19.9406577968746
1997-09-01 19.9645664778748
1997-10-01 20.2858508351190
1997-11-01 20.2626054854374
1997-12-01 20.2881715814691
1998-01-01 20.3196235765593
1998-02-01 20.2986645999820
1998-03-01 20.2446122481319
1998-04-01 20.4179575940137
1998-05-01 20.3915881426649
1998-06-01 20.4668875764495
1998-07-01 20.3637475874898
1998-08-01 20.3218530675458
1998-09-01 20.4653709970155
1998-10-01 20.2383203729234
1998-11-01 20.1958553777156
1998-12-01 20.3128502127991
1999-01-01 20.2305765449075
1999-02-01 20.3218515988905
1999-03-01 20.3312859640358
1999-04-01 20.2785678817886
1999-05-01 20.3765191185655
1999-06-01 20.3368991634704
1999-07-01 21.1311996420348
1999-08-01 20.8085728171836
1999-09-01 21.0683973798184
1999-10-01 20.6816403959581
1999-11-01 20.4281144319158
1999-12-01 20.8462170446894
2000-01-01 20.9398748011377
2000-02-01 20.9485344770784
2000-03-01 20.9157773197540
2000-04-01 21.0364178765735
2000-05-01 20.9409903478321
2000-06-01 21.0332120315354
2000-07-01 21.1070828430675
2000-08-01 20.8869067668593
2000-09-01 20.9824387395076
2000-10-01 21.0078194289114
2000-11-01 20.9454592665318
2000-12-01 21.0901409053846
2001-01-01 21.0491859419752
2001-02-01 21.0813070384907
2001-03-01 21.0057901431926
2001-04-01 20.6802535962952
2001-05-01 20.9033337827564
2001-06-01 20.8332272676971
2001-07-01 20.8032717994892
2001-08-01 20.7770699396392
2001-09-01 20.8968982089511
2001-10-01 20.8988484672912
2001-11-01 21.2548509755943
2001-12-01 21.2293882966718
2002-01-01 21.3630448509780
2002-02-01 21.5161595598198
2002-03-01 22.0039860419114
2002-04-01 22.2411545776649
2002-05-01 22.5597820141160
2002-06-01 22.4413172893236
2002-07-01 22.2151952395998
2002-08-01 22.6585240127598
2002-09-01 22.4965263698669
2002-10-01 22.6750934825531
2002-11-01 22.7580381372416
2002-12-01 22.7607239992268
2003-01-01 22.8847922376286
2003-02-01 22.7552642620803
2003-03-01 22.7178457666857
2003-04-01 22.7087232837902
2003-05-01 22.8282916997822
2003-06-01 22.7269923914026
2003-07-01 22.9393973658363
2003-08-01 23.0433938089742
2003-09-01 22.9810124037493
2003-10-01 23.1469773072460
2003-11-01 23.0614557447059
2003-12-01 23.0651363986699
2004-01-01 23.4162437071019
2004-02-01 23.4980325272244
2004-03-01 23.4443304647611
2004-04-01 23.5037534380460
2004-05-01 23.4051001136158
2004-06-01 23.2978678946279
2004-07-01 23.1485440513057
2004-08-01 23.2200242717869
2004-09-01 23.4612887550844
2004-10-01 23.6196979384987
2004-11-01 23.5710266130231
2004-12-01 23.4637758830205
2005-01-01 23.2577356475606
2005-02-01 23.3398482129161
2005-03-01 23.4800251901209
2005-04-01 23.7084539310502
2005-05-01 23.7802358018814
2005-06-01 23.9504360987092
2005-07-01 24.1415591457336
2005-08-01 24.2119048937583
2005-09-01 24.2402489457341
2005-10-01 23.9831966395746
2005-11-01 23.9865768141238
2005-12-01 24.1579277341930
2006-01-01 24.3138836170075
2006-02-01 24.3877832016633
2006-03-01 24.6192920705375
2006-04-01 24.3236113000044
2006-05-01 24.3382815239231
2006-06-01 24.5029637532011
2006-07-01 24.3182028101120
2006-08-01 24.3898767177664
2006-09-01 24.4238345929034
2006-10-01 24.4566265735606
2006-11-01 24.7119897359724
2006-12-01 24.8658178799095
2007-01-01 24.8707059012341
2007-02-01 24.8395244698088
2007-03-01 24.8486459123981
2007-04-01 24.5299152208847
2007-05-01 24.6860380198426
2007-06-01 25.1512666503943
2007-07-01 24.8044147844653
2007-08-01 24.7691764292360
2007-09-01 24.7114584364977
2007-10-01 25.0364678006451
2007-11-01 25.1333734174401
2007-12-01 25.1826660137180
2008-01-01 24.9135292733473
2008-02-01 25.1912442287875
2008-03-01 25.1775240350336
2008-04-01 25.2243192737189
2008-05-01 25.3313333092821
2008-06-01 25.2248392042484
2008-07-01 25.2956713459938
2008-08-01 25.0369517226233
2008-09-01 24.9971332071837
2008-10-01 24.9318321034886
2008-11-01 24.5521498991528
2008-12-01 24.4045345672669
2009-01-01 24.3460614732235
2009-02-01 24.3208735546255
2009-03-01 24.2958363162801
2009-04-01 24.3166626142302
2009-05-01 24.4884621298463
2009-06-01 24.4074594801247
2009-07-01 24.7031325605277
2009-08-01 24.6199709231698
2009-09-01 24.3692684760358
2009-10-01 24.4401369258880
2009-11-01 24.3625424610160
2009-12-01 24.4239603042169
2010-01-01 24.4563452729194
2010-02-01 24.4335864664297
2010-03-01 24.6146997970431
2010-04-01 24.7066990446112
2010-05-01 24.8644468815240
2010-06-01 24.7038704373378
2010-07-01 24.5143978508624
2010-08-01 24.4979986947755
2010-09-01 24.6474717452047
2010-10-01 24.6690788340484
2010-11-01 24.7651013185790
2010-12-01 24.7445283361995
2011-01-01 24.4381467270631
2011-02-01 24.8323260534514
2011-03-01 24.9194778422256
2011-04-01 25.2066613765767
2011-05-01 25.1547705267601
2011-06-01 25.1895889935427
2011-07-01 25.4409312784519
2011-08-01 25.6910717265046
2011-09-01 25.9443920462820
2011-10-01 25.8973467148010
2011-11-01 26.1527169157223
2011-12-01 26.3638640771039
2012-01-01 26.2931909717273
2012-02-01 26.6231238866042
2012-03-01 26.8262847157082
2012-04-01 26.6151863227365
2012-05-01 26.7467381566292
2012-06-01 26.9905116124636
2012-07-01 27.1613360988787
2012-08-01 27.6896602989854
2012-09-01 27.4614300667222
2012-10-01 27.5045041704466
2012-11-01 27.6400887984108
2012-12-01 27.8721899360289
2013-01-01 28.0557390942093
2013-02-01 28.1151942072497
2013-03-01 28.0187362176709
2013-04-01 28.2343906363798
2013-05-01 28.2359939259381
2013-06-01 28.5957548634347
2013-07-01 28.4805234899751
2013-08-01 28.3992491400235
2013-09-01 28.3863160435155
2013-10-01 28.3824060650291
2013-11-01 28.4337826858316
2013-12-01 28.2807926807359
2014-01-01 28.5198162333161
2014-02-01 28.4148841309052
2014-03-01 28.5095135492635
2014-04-01 28.5507861994030
2014-05-01 28.6230350785732
2014-06-01 28.6147700459636
2014-07-01 28.3986948037986
2014-08-01 28.7972864347004
2014-09-01 28.4153801716079
2014-10-01 28.5437697636399
2014-11-01 28.7328087716774
2014-12-01 28.6830754393253
2015-01-01 28.8091473155064
2015-02-01 28.8204578778825
2015-03-01 28.7904184412025
2015-04-01 28.8536647641307
2015-05-01 29.1167867852473
2015-06-01 29.1349861780162
2015-07-01 29.3230669852614
2015-08-01 29.2834889435950
2015-09-01 29.4458513725421
2015-10-01 29.6078537448144
2015-11-01 29.4291109801956
2015-12-01 29.6807297015392
2016-01-01 29.6150215494424
2016-02-01 29.7187744017099
2016-03-01 30.1739964526419
2016-04-01 30.0458610598706
2016-05-01 30.1161224248251
2016-06-01 30.1775943737206
2016-07-01 30.2306019501721
2016-08-01 30.2609465570600
2016-09-01 30.5641657030185
2016-10-01 30.4832503417024
2016-11-01 30.5331056087032
2016-12-01 30.4699035651830
2017-01-01 30.5385216112862
2017-02-01 30.4088223708189
2017-03-01 30.5517471048950
2017-04-01 30.3322812988156
2017-05-01 30.1391598405515
2017-06-01 30.3120207515822
2017-07-01 30.2274073760343
2017-08-01 30.4366533009410
2017-09-01 30.4701408538152
2017-10-01 30.5735878272982
2017-11-01 30.6469694938332
2017-12-01 30.6652285254448
2018-01-01 30.5590997248941
2018-02-01 30.6834796215788
2018-03-01 30.5359100437814
2018-04-01 30.6152051920588
2018-05-01 30.5752887557048
2018-06-01 30.5386117371241
2018-07-01 30.4959479849384
2018-08-01 30.5254923732865
2018-09-01 30.2828830645999
2018-10-01 30.2713543706315
2018-11-01 30.2605496650703
2018-12-01 30.2680076576799
2019-01-01 30.2843005864930
2019-02-01 30.3481223727421
2019-03-01 30.4302998476840
2019-04-01 30.4883256173109
2019-05-01 30.6107319235598
2019-06-01 30.3451999640933
2019-07-01 30.4574576109227
2019-08-01 30.4204525601351
2019-09-01 30.4030428488716
2019-10-01 30.3826051223476
2019-11-01 30.4852368351066
2019-12-01 30.4788212507600
2020-01-01 30.8972359965278
2020-02-01 30.7025095312809
2020-03-01 29.5253877353958
2020-04-01 14.1749038589254
2020-05-01 16.4257276174876
2020-06-01 17.3398148314777
2020-07-01 22.2163100530688
2020-08-01 22.8381146656913
2020-09-01 23.6229743385569
2020-10-01 24.1970389525399
2020-11-01 24.2115595669346
2020-12-01 22.7811067618693
2021-01-01 23.3895701550979
2021-02-01 23.9853420372619
2021-03-01 24.2198603118147
2021-04-01 24.5696539524017
2021-05-01 24.8285644992667
2021-06-01 25.2261123336544
2021-07-01 25.7987084207594
2021-08-01 25.7502214593107
2021-09-01 26.0272405355086
2021-10-01 26.5136438042938
2021-11-01 26.8360100475082
2021-12-01 26.9694138479581
2022-01-01 26.9784147640393
2022-02-01 27.3862157160892
2022-03-01 27.5211578401698
2022-04-01 27.8810467703472
2022-05-01 27.9120792574899
2022-06-01 28.0200629786549
2022-07-01 28.1965416954999
2022-08-01 28.2561432667442
2022-09-01 28.2241742415331
2022-10-01 28.2164730630242
2022-11-01 28.2336776694759
2022-12-01 28.3465296493560
2023-01-01 28.8748817144534
2023-02-01 29.1188949656136
2023-03-01 29.3441594604664
2023-04-01 28.9925279023552
2023-05-01 29.0885794661188
2023-06-01 29.2229153554173
2023-07-01 29.0073092163547
2023-08-01 28.7372095624659
2023-09-01 29.0050828370762
2023-10-01 29.0081304796581
2023-11-01 29.1241850958983
2023-12-01 29.6258389407309
2024-01-01 29.3778146255936
2024-02-01 29.0616563304863
2024-03-01 29.2755836248249
2024-04-01 29.2172331091252
2024-05-01 29.3585634717084
2024-06-01 29.3281339403703
2024-07-01 29.4202766589226
2024-08-01 29.6200126243269
2024-09-01 29.5762649928249
2024-10-01 29.5894759288810
2024-11-01 29.7005725941033
2024-12-01 29.8109063920729
2025-01-01 29.5755701778978
2025-02-01 29.4239639394369
2025-03-01 29.7063582861842
2025-04-01 29.8385032178282
2025-05-01 29.9420902306537
2025-06-01 29.8318748511249
2025-07-01 29.9328073119729
2025-08-01 29.9967387441185
2025-09-01 30.0435791483324
2025-10-01 30.0688694571866
2025-11-01 29.8822961673920
2025-12-01 29.4975331213354
2026-01-01 29.6882745746528
2026-02-01 29.6633735550707
2026-03-01 29.6327819228754
2026-04-01 29.7553004429770

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