Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Food Services and Drinking Places in Allentown-Bethlehem-Easton, PA-NJ (MSA)

Title All Employees: Leisure and Hospitality: Food Services and Drinking Places in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID SMU42109007072200001SA
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 2024-11-01
Last Updated 2024-12-21 5:13 AM CST
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 14.624529706867001
1990-02-01 14.431978016446399
1990-03-01 14.421447465986500
1990-04-01 14.231456310927598
1990-05-01 14.107689920170000
1990-06-01 14.305400058199401
1990-07-01 14.516683109936800
1990-08-01 14.526665812223700
1990-09-01 14.420346214328802
1990-10-01 14.497911126933000
1990-11-01 14.530493665437500
1990-12-01 14.470496017347400
1991-01-01 14.832125220645900
1991-02-01 14.942299448291900
1991-03-01 15.140638562637200
1991-04-01 15.220705679042801
1991-05-01 15.106439445047801
1991-06-01 15.104451270507901
1991-07-01 14.811622415042901
1991-08-01 14.905346549930401
1991-09-01 15.015728855797400
1991-10-01 14.905260508326599
1991-11-01 14.932742273149600
1991-12-01 14.862760078229700
1992-01-01 14.854898978739800
1992-02-01 14.853903369740300
1992-03-01 14.760028985338900
1992-04-01 14.708313654551402
1992-05-01 14.894460321302500
1992-06-01 14.897327734901800
1992-07-01 14.812511007671800
1992-08-01 14.788232174041200
1992-09-01 15.014497934519300
1992-10-01 15.215827388939099
1992-11-01 15.323746754637401
1992-12-01 15.143896517937401
1993-01-01 14.978365334197500
1993-02-01 15.179173008122700
1993-03-01 14.778541551494300
1993-04-01 15.203363092702501
1993-05-01 15.180448231931601
1993-06-01 15.175580826188300
1993-07-01 15.513975991175300
1993-08-01 15.572212667300699
1993-09-01 15.630941923841100
1993-10-01 15.613574347313499
1993-11-01 15.706915394612802
1993-12-01 15.940726697814600
1994-01-01 16.004735657776000
1994-02-01 15.797959956913500
1994-03-01 15.883379451549000
1994-04-01 16.206898311869100
1994-05-01 16.177370757708700
1994-06-01 16.257859744379200
1994-07-01 16.201341159637803
1994-08-01 16.350853319034800
1994-09-01 16.249896131849198
1994-10-01 16.110346288314700
1994-11-01 16.091012900757000
1994-12-01 16.145981661056698
1995-01-01 16.224566002747000
1995-02-01 16.320400539587200
1995-03-01 16.399259723266002
1995-04-01 16.218457927847200
1995-05-01 16.372524490899597
1995-06-01 16.318525720218900
1995-07-01 16.374717032461600
1995-08-01 16.321446572832300
1995-09-01 16.365161723831697
1995-10-01 16.414180558307000
1995-11-01 16.595098178829200
1995-12-01 16.671770575068100
1996-01-01 16.258307175783200
1996-02-01 16.629997300369600
1996-03-01 16.903376563199803
1996-04-01 16.928060330912200
1996-05-01 16.860983939017700
1996-06-01 17.179074500423802
1996-07-01 16.837043688761100
1996-08-01 16.891192200695000
1996-09-01 16.967047781763900
1996-10-01 17.335613321861200
1996-11-01 17.407707579939100
1996-12-01 17.299395256246300
1997-01-01 17.600274073546500
1997-02-01 17.547474139795600
1997-03-01 17.516397342509500
1997-04-01 17.422856408073700
1997-05-01 17.438061388539200
1997-06-01 17.517667402618700
1997-07-01 17.703559217304000
1997-08-01 17.873444245282800
1997-09-01 17.967022096263000
1997-10-01 18.156336837853000
1997-11-01 18.136112569886000
1997-12-01 18.123874345708398
1998-01-01 18.146143301057197
1998-02-01 18.361931089388300
1998-03-01 18.228783972031600
1998-04-01 18.405680994679102
1998-05-01 18.607400431334800
1998-06-01 18.666993769066200
1998-07-01 18.669011133154700
1998-08-01 18.561556637526103
1998-09-01 18.567115282463103
1998-10-01 18.283973417119000
1998-11-01 18.264653277137600
1998-12-01 18.448068315171300
1999-01-01 18.177065357496800
1999-02-01 18.392119426384802
1999-03-01 18.445817467868800
1999-04-01 18.465018923381397
1999-05-01 18.463452938696900
1999-06-01 18.413102339301897
1999-07-01 19.054597401656302
1999-08-01 18.661916351982000
1999-09-01 18.874380077777100
1999-10-01 18.416828292029898
1999-11-01 18.197389853030200
1999-12-01 18.574661669571103
2000-01-01 18.683216122690800
2000-02-01 18.611335534502498
2000-03-01 18.637961946648700
2000-04-01 18.625304250198802
2000-05-01 18.521406828290900
2000-06-01 18.690663248819398
2000-07-01 18.860397079706303
2000-08-01 18.568534025456604
2000-09-01 18.592041798127397
2000-10-01 18.638532381965998
2000-11-01 18.510243589755200
2000-12-01 18.712183903042800
2001-01-01 18.463638473801400
2001-02-01 18.523202006471802
2001-03-01 18.512935982046603
2001-04-01 18.582627402290600
2001-05-01 18.694620724686600
2001-06-01 18.684179909923397
2001-07-01 18.600716303421198
2001-08-01 18.490509622724897
2001-09-01 18.407667628998603
2001-10-01 18.734129573289600
2001-11-01 18.905080079248100
2001-12-01 18.836892054201500
2002-01-01 19.036513190644800
2002-02-01 19.029796668762500
2002-03-01 19.288252615528800
2002-04-01 19.454809941094698
2002-05-01 19.685556146507498
2002-06-01 19.596863469427300
2002-07-01 19.448018841020000
2002-08-01 19.805634717910500
2002-09-01 19.801692199029100
2002-10-01 19.923102092898100
2002-11-01 19.995119427558800
2002-12-01 19.957027734464198
2003-01-01 20.218716171758302
2003-02-01 20.233395014118603
2003-03-01 20.160780696652000
2003-04-01 20.141897433801200
2003-05-01 20.185245684510800
2003-06-01 20.202723131284900
2003-07-01 20.396148453505300
2003-08-01 20.519661009672998
2003-09-01 20.478833135167502
2003-10-01 20.621590000581300
2003-11-01 20.588564835149200
2003-12-01 20.648150773793603
2004-01-01 20.820634699358802
2004-02-01 20.941987647167398
2004-03-01 20.836299253482700
2004-04-01 20.845459689565303
2004-05-01 20.792823669854897
2004-06-01 20.703125053524698
2004-07-01 20.621286250792100
2004-08-01 20.619821787925900
2004-09-01 20.852463643971898
2004-10-01 21.120195691318802
2004-11-01 20.996771087443303
2004-12-01 20.935878904856900
2005-01-01 20.640052460707700
2005-02-01 20.756807177503500
2005-03-01 20.917282326463400
2005-04-01 21.157304575819500
2005-05-01 21.188603372887602
2005-06-01 21.382441010527803
2005-07-01 21.532082310417800
2005-08-01 21.625327308903800
2005-09-01 21.727756422248900
2005-10-01 21.505779155671200
2005-11-01 21.510564799667300
2005-12-01 21.717475375607600
2006-01-01 21.784892062826500
2006-02-01 21.894278890201395
2006-03-01 22.017468104950300
2006-04-01 21.870105101468000
2006-05-01 21.857357519770797
2006-06-01 21.952827558284900
2006-07-01 21.818972227216502
2006-08-01 21.813666139891700
2006-09-01 21.910349441504998
2006-10-01 21.986212658220400
2006-11-01 22.245531500173200
2006-12-01 22.324324966930998
2007-01-01 22.331946701533603
2007-02-01 22.336007378395802
2007-03-01 22.322363698696800
2007-04-01 22.070238923976497
2007-05-01 22.204762871192700
2007-06-01 22.620867652957802
2007-07-01 22.307052583788500
2007-08-01 22.303795374970196
2007-09-01 22.202612307847600
2007-10-01 22.567940554713395
2007-11-01 22.568765855453700
2007-12-01 22.641933743308897
2008-01-01 22.368967381603998
2008-02-01 22.676322633990400
2008-03-01 22.638571261728398
2008-04-01 22.663593086033000
2008-05-01 22.750782771908497
2008-06-01 22.711706220054100
2008-07-01 22.699196786973200
2008-08-01 22.474714479110000
2008-09-01 22.392743088866897
2008-10-01 22.255585392539200
2008-11-01 21.989862263785400
2008-12-01 21.861443681606804
2009-01-01 21.803611151102500
2009-02-01 21.793285834802198
2009-03-01 21.854803471637300
2009-04-01 21.856554910260897
2009-05-01 22.011065918085100
2009-06-01 21.913339904500898
2009-07-01 22.305725930662497
2009-08-01 22.148609845579400
2009-09-01 21.970623955643200
2009-10-01 22.058335671755800
2009-11-01 21.891106013908896
2009-12-01 21.970784437594000
2010-01-01 22.121564061853300
2010-02-01 22.107183419080800
2010-03-01 22.178407696171604
2010-04-01 22.351383315628400
2010-05-01 22.497290425022200
2010-06-01 22.318005548842800
2010-07-01 22.213135920734300
2010-08-01 22.109350155204503
2010-09-01 22.251875936409500
2010-10-01 22.278416647438398
2010-11-01 22.384217029584200
2010-12-01 22.384015391309000
2011-01-01 22.016900946397100
2011-02-01 22.308317848846700
2011-03-01 22.398481280820103
2011-04-01 22.647706160654900
2011-05-01 22.500276673594104
2011-06-01 22.411778072500102
2011-07-01 22.532631535187400
2011-08-01 22.677923832538800
2011-09-01 22.856124658468800
2011-10-01 22.807372994309898
2011-11-01 22.949262071064200
2011-12-01 23.087188708031100
2012-01-01 22.893352695324896
2012-02-01 23.207208714480800
2012-03-01 23.226106200987000
2012-04-01 23.059287229956500
2012-05-01 23.103572333363700
2012-06-01 23.205603161940196
2012-07-01 23.344062041327200
2012-08-01 23.755095548089500
2012-09-01 23.583474208000304
2012-10-01 23.513298786402600
2012-11-01 23.515387942741604
2012-12-01 23.688153675569800
2013-01-01 23.872871274938003
2013-02-01 23.802738873049800
2013-03-01 23.746149601388396
2013-04-01 23.871673792616600
2013-05-01 23.806605364286300
2013-06-01 24.106262580494800
2013-07-01 24.052447124713698
2013-08-01 23.941466556487605
2013-09-01 23.910506261567600
2013-10-01 23.900943319084202
2013-11-01 23.991420168738397
2013-12-01 23.800732259710300
2014-01-01 24.145359973329800
2014-02-01 23.905189201746396
2014-03-01 23.953840334436997
2014-04-01 24.081254467921900
2014-05-01 24.111289571660500
2014-06-01 24.014713108199800
2014-07-01 23.850650823615798
2014-08-01 24.136100619417896
2014-09-01 23.841149231606497
2014-10-01 23.867001594344398
2014-11-01 24.085153547033500
2014-12-01 24.020145208727400
2015-01-01 23.929647042321000
2015-02-01 24.007636570474400
2015-03-01 23.946919560818500
2015-04-01 23.964302456307102
2015-05-01 24.315386071487797
2015-06-01 24.335992642886300
2015-07-01 24.460376488368800
2015-08-01 24.333150733659500
2015-09-01 24.466923649994600
2015-10-01 24.728018338536300
2015-11-01 24.587580745707400
2015-12-01 24.836044670666197
2016-01-01 24.829057106331803
2016-02-01 24.905192469220100
2016-03-01 25.326013131079996
2016-04-01 25.144951050918003
2016-05-01 25.115984928421500
2016-06-01 25.173940047207400
2016-07-01 25.254173021078700
2016-08-01 25.340218737813696
2016-09-01 25.579930139269000
2016-10-01 25.493942557395700
2016-11-01 25.607662171787700
2016-12-01 25.444909310299803
2017-01-01 25.644167618114000
2017-02-01 25.487156282308200
2017-03-01 25.593096518718900
2017-04-01 25.420951531281702
2017-05-01 25.328027386409100
2017-06-01 25.422162638945498
2017-07-01 25.246650332227200
2017-08-01 25.546736186201800
2017-09-01 25.561459003436603
2017-10-01 25.674983015928603
2017-11-01 25.731640999219998
2017-12-01 25.862905020114397
2018-01-01 25.754433188111800
2018-02-01 25.870948884610800
2018-03-01 25.766185618940803
2018-04-01 25.902957912873003
2018-05-01 25.850265002599300
2018-06-01 25.849085548919900
2018-07-01 25.720488752779797
2018-08-01 25.753830446600300
2018-09-01 25.544682519974398
2018-10-01 25.670742728994800
2018-11-01 25.453692453123498
2018-12-01 25.481041698804198
2019-01-01 25.473184176886500
2019-02-01 25.553597039144200
2019-03-01 25.656370674488700
2019-04-01 25.677919842540003
2019-05-01 25.765856164489000
2019-06-01 25.553487781340900
2019-07-01 25.699977477444000
2019-08-01 25.641432009623700
2019-09-01 25.631435861851500
2019-10-01 25.587266755066900
2019-11-01 25.780256054811698
2019-12-01 25.811465278528300
2020-01-01 25.992197057979500
2020-02-01 26.030650287864900
2020-03-01 24.743257946032600
2020-04-01 10.974231409819800
2020-05-01 13.062401892303200
2020-06-01 15.829283475694199
2020-07-01 19.273660568945196
2020-08-01 19.735371436143900
2020-09-01 20.234763845295600
2020-10-01 20.814311637984396
2020-11-01 20.915626861036397
2020-12-01 19.731639981445000
2021-01-01 20.308156544500502
2021-02-01 20.899789520373200
2021-03-01 21.142350181224000
2021-04-01 21.479225477847600
2021-05-01 21.658493021404200
2021-06-01 22.079642117220303
2021-07-01 22.653516606241396
2021-08-01 22.619191349919600
2021-09-01 22.638781715346997
2021-10-01 23.250982881484700
2021-11-01 23.457095630174102
2021-12-01 23.657940696016503
2022-01-01 23.715593826071500
2022-02-01 23.975294671444697
2022-03-01 24.135504056394200
2022-04-01 24.394846451375500
2022-05-01 24.349689660420800
2022-06-01 24.415676829878300
2022-07-01 24.534266113172002
2022-08-01 24.704605993343700
2022-09-01 24.664464358125800
2022-10-01 24.582012797214798
2022-11-01 24.493579293901803
2022-12-01 24.766903469007897
2023-01-01 25.128856405080600
2023-02-01 25.251788905391397
2023-03-01 25.441070006645603
2023-04-01 25.104314545734000
2023-05-01 25.238102258597397
2023-06-01 25.157210321451203
2023-07-01 25.018977923715802
2023-08-01 24.778831355424600
2023-09-01 25.093712683777103
2023-10-01 25.210800193985800
2023-11-01 25.233009338060103
2023-12-01 25.380485026425900
2024-01-01 25.335294561119000
2024-02-01 25.433802779568100
2024-03-01 25.332560474061605
2024-04-01 25.215746879207302
2024-05-01 25.717026209340800
2024-06-01 26.120749900725100
2024-07-01 26.407631419292397
2024-08-01 26.171564857395200
2024-09-01 26.020161211946900
2024-10-01 26.029203529842200
2024-11-01 26.054808965011897

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