Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Special Food Services in Pennsylvania

Title All Employees: Leisure and Hospitality: Special Food Services in Pennsylvania
Series ID SMU42000007072230001SA
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 2003-01-01 to 2024-11-01
Last Updated 2024-12-21 5:18 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
2003-01-01 30.666538254092302
2003-02-01 31.097666720731002
2003-03-01 31.211172382685000
2003-04-01 30.160123140002497
2003-05-01 30.812880985827700
2003-06-01 31.081571559927397
2003-07-01 31.264679239257700
2003-08-01 32.490938171183200
2003-09-01 30.983763543840602
2003-10-01 29.826546837151500
2003-11-01 30.602415538120198
2003-12-01 30.556867374170800
2004-01-01 30.928147752752700
2004-02-01 30.620170522110500
2004-03-01 30.316285072328400
2004-04-01 31.344207948358600
2004-05-01 31.728172504690700
2004-06-01 31.924678809355000
2004-07-01 33.215652063029800
2004-08-01 33.281448032387500
2004-09-01 32.024799188982804
2004-10-01 32.452645436639400
2004-11-01 32.346193856943500
2004-12-01 32.387927457323100
2005-01-01 32.511233541881200
2005-02-01 32.334041281559200
2005-03-01 32.246060921038300
2005-04-01 32.052786765130200
2005-05-01 32.143381071679000
2005-06-01 32.292617373704500
2005-07-01 32.764817016612200
2005-08-01 32.805007916430895
2005-09-01 32.996154045190800
2005-10-01 32.706868805389700
2005-11-01 32.886735063953700
2005-12-01 32.966347205174195
2006-01-01 32.900661167415500
2006-02-01 33.029775047008700
2006-03-01 32.975829359480100
2006-04-01 32.998945163363900
2006-05-01 33.583783019817200
2006-06-01 34.052822972749200
2006-07-01 33.889653032852300
2006-08-01 33.721296456800000
2006-09-01 33.375004657730400
2006-10-01 33.457493064072400
2006-11-01 33.657931021856896
2006-12-01 33.812467208580200
2007-01-01 33.963386920614100
2007-02-01 33.737732132664400
2007-03-01 33.658187745306805
2007-04-01 33.113791738634000
2007-05-01 31.982643464002300
2007-06-01 32.465007227323000
2007-07-01 31.959669306214103
2007-08-01 32.142608117330000
2007-09-01 32.558423626935200
2007-10-01 33.059888753844600
2007-11-01 32.596659880372200
2007-12-01 32.339138115335600
2008-01-01 32.175227851272000
2008-02-01 32.278903823827100
2008-03-01 32.260009533664500
2008-04-01 33.266691960256200
2008-05-01 32.830274492355300
2008-06-01 32.586389987155800
2008-07-01 32.803360514391500
2008-08-01 32.864392892356896
2008-09-01 33.067233686594000
2008-10-01 32.883797992985100
2008-11-01 33.036850600610500
2008-12-01 32.857897395115200
2009-01-01 33.361042532124600
2009-02-01 32.749492093423700
2009-03-01 32.506179370156396
2009-04-01 31.087222566039500
2009-05-01 32.299115437718896
2009-06-01 32.075120441500600
2009-07-01 32.399528275590500
2009-08-01 32.373253057826000
2009-09-01 31.467185386803700
2009-10-01 32.630166530235200
2009-11-01 32.533371735349604
2009-12-01 32.749259478883600
2010-01-01 32.082692123853896
2010-02-01 32.425082320411000
2010-03-01 32.535166890896896
2010-04-01 33.123464196630900
2010-05-01 33.295064082665100
2010-06-01 33.320908283845000
2010-07-01 33.566293521725100
2010-08-01 33.286005213588900
2010-09-01 33.082454185672695
2010-10-01 33.847801695333800
2010-11-01 33.910295178826900
2010-12-01 34.466909951002900
2011-01-01 34.379231001426604
2011-02-01 34.460951676028100
2011-03-01 34.683207860641700
2011-04-01 34.666070994711800
2011-05-01 34.287225496806805
2011-06-01 34.329733139498400
2011-07-01 34.106881725430306
2011-08-01 34.434525623572000
2011-09-01 34.633397097106500
2011-10-01 34.781193637815600
2011-11-01 34.807593057079394
2011-12-01 34.147968216472100
2012-01-01 34.115518521385200
2012-02-01 35.070890834972300
2012-03-01 35.163856114568894
2012-04-01 35.032715057677606
2012-05-01 35.567726878045100
2012-06-01 36.003221616084105
2012-07-01 35.992472099918000
2012-08-01 36.839932883126700
2012-09-01 36.198232622245100
2012-10-01 35.084865175524000
2012-11-01 36.334342679129290
2012-12-01 36.138856321241300
2013-01-01 35.239860646337796
2013-02-01 36.211059493205700
2013-03-01 36.434184687335296
2013-04-01 36.966067699049700
2013-05-01 36.864032851929394
2013-06-01 37.004079297027800
2013-07-01 36.804589855879996
2013-08-01 36.603705081596500
2013-09-01 36.844866877712500
2013-10-01 36.105110761504000
2013-11-01 36.333776325539000
2013-12-01 36.922268959876206
2014-01-01 37.626062961861600
2014-02-01 36.931976541422294
2014-03-01 37.093667209524895
2014-04-01 36.609564676464100
2014-05-01 36.850832883588400
2014-06-01 37.157278830606500
2014-07-01 36.266803970964396
2014-08-01 37.793841413467400
2014-09-01 37.471347076448900
2014-10-01 38.028891081290300
2014-11-01 37.902978206158900
2014-12-01 38.011794150679500
2015-01-01 37.738508525807600
2015-02-01 37.343230975278395
2015-03-01 36.942952467404900
2015-04-01 37.220607192709700
2015-05-01 37.244527346864790
2015-06-01 37.236641291334294
2015-07-01 37.674507454273794
2015-08-01 37.434439093592204
2015-09-01 37.820109481535200
2015-10-01 38.613273412503204
2015-11-01 38.094089740562600
2015-12-01 37.690806624938700
2016-01-01 38.476910570521206
2016-02-01 38.341886470594794
2016-03-01 39.388212727256200
2016-04-01 38.842679957924600
2016-05-01 38.535243098830705
2016-06-01 37.546563483101100
2016-07-01 38.254409300791600
2016-08-01 38.336149128197704
2016-09-01 39.887832103841100
2016-10-01 38.120569953207200
2016-11-01 38.915713670227206
2016-12-01 38.769028405229605
2017-01-01 37.870279607499600
2017-02-01 39.023193039601104
2017-03-01 38.427829288090100
2017-04-01 39.020266134622500
2017-05-01 39.097675186754800
2017-06-01 38.221301464021394
2017-07-01 37.933298060130205
2017-08-01 37.510412450269996
2017-09-01 39.046839689639100
2017-10-01 39.681288137490604
2017-11-01 39.145279433516000
2017-12-01 39.638681280624000
2018-01-01 40.928841478563704
2018-02-01 40.044761588631790
2018-03-01 40.279421304018506
2018-04-01 39.833890189024900
2018-05-01 40.027750813916704
2018-06-01 39.997666823962700
2018-07-01 40.529353171711800
2018-08-01 40.241412662150395
2018-09-01 40.099911561143100
2018-10-01 39.934046211388300
2018-11-01 40.188821280928295
2018-12-01 39.971626817181500
2019-01-01 39.870487593851500
2019-02-01 39.704846493259204
2019-03-01 39.932462819831500
2019-04-01 40.265918126360000
2019-05-01 39.863371666387100
2019-06-01 39.877175451819504
2019-07-01 39.500325973231895
2019-08-01 39.886002837051600
2019-09-01 40.150995792676504
2019-10-01 39.705937449473710
2019-11-01 40.071569934342200
2019-12-01 40.635996641780200
2020-01-01 40.573568217373000
2020-02-01 40.652188058850500
2020-03-01 37.517045815046004
2020-04-01 17.051660718705598
2020-05-01 17.096274911971200
2020-06-01 19.402067692678400
2020-07-01 22.858622345826300
2020-08-01 23.865184072004600
2020-09-01 21.244101793116897
2020-10-01 23.204103734010800
2020-11-01 22.956830962403000
2020-12-01 19.419822015041900
2021-01-01 23.083558301661700
2021-02-01 24.639904698750200
2021-03-01 24.821104722127900
2021-04-01 25.172258091903000
2021-05-01 26.275145317876900
2021-06-01 27.383072782076300
2021-07-01 29.992046991283600
2021-08-01 30.145275802631000
2021-09-01 29.523411467501997
2021-10-01 31.031908145473700
2021-11-01 31.223074289817700
2021-12-01 31.441373521716500
2022-01-01 31.598228778931798
2022-02-01 31.830643323606600
2022-03-01 32.517608124713000
2022-04-01 32.623650789670700
2022-05-01 32.835101132702604
2022-06-01 32.332854916245600
2022-07-01 33.643407066571300
2022-08-01 34.232740835290700
2022-09-01 34.880944539675795
2022-10-01 34.397450800360600
2022-11-01 35.061983460020900
2022-12-01 34.907457942713500
2023-01-01 34.995502810770600
2023-02-01 35.124666726581395
2023-03-01 35.448092616061295
2023-04-01 35.749483400158404
2023-05-01 35.715587135107200
2023-06-01 35.730490918523000
2023-07-01 35.694815444449894
2023-08-01 36.226357097432604
2023-09-01 37.060429104253100
2023-10-01 37.232131970364500
2023-11-01 37.462753894026200
2023-12-01 37.647967940706900
2024-01-01 38.233165167788100
2024-02-01 38.150725466587400
2024-03-01 37.993087316621210
2024-04-01 37.241073636829500
2024-05-01 38.272580557225396
2024-06-01 39.049121781160395
2024-07-01 40.435996021238600
2024-08-01 38.527757639074900
2024-09-01 37.401988974414294
2024-10-01 37.705563087080800
2024-11-01 37.566522818522700

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