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 2024-09-01
Last Updated 2024-10-23 4:40 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
2003-01-01 30.666538254759600
2003-02-01 31.097666721756500
2003-03-01 31.211172385267100
2003-04-01 30.160123143800600
2003-05-01 30.812880989939300
2003-06-01 31.081571564100297
2003-07-01 31.264679241069800
2003-08-01 32.490938169057300
2003-09-01 30.983763542482300
2003-10-01 29.826546832020900
2003-11-01 30.602415531964300
2003-12-01 30.556867367981898
2004-01-01 30.928147750281500
2004-02-01 30.620170522592000
2004-03-01 30.316285077348600
2004-04-01 31.344207961623002
2004-05-01 31.728172515684600
2004-06-01 31.924678817529300
2004-07-01 33.215652064320700
2004-08-01 33.281448023012600
2004-09-01 32.024799175278900
2004-10-01 32.452645418939900
2004-11-01 32.346193841816200
2004-12-01 32.387927449376896
2005-01-01 32.511233544657806
2005-02-01 32.334041294703496
2005-03-01 32.246060942885800
2005-04-01 32.052786800823000
2005-05-01 32.143381100645700
2005-06-01 32.292617382445194
2005-07-01 32.764817024878400
2005-08-01 32.805007876933000
2005-09-01 32.996154000375500
2005-10-01 32.706868672065700
2005-11-01 32.886735054716800
2005-12-01 32.966347227950100
2006-01-01 32.900661213788900
2006-02-01 33.029775103196400
2006-03-01 32.975829413852200
2006-04-01 32.998945327002500
2006-05-01 33.583783048094800
2006-06-01 34.052822958945800
2006-07-01 33.889653004716390
2006-08-01 33.721296322428100
2006-09-01 33.375004509803500
2006-10-01 33.457492736571496
2006-11-01 33.657930937120200
2006-12-01 33.812467183502996
2007-01-01 33.963387533520800
2007-02-01 33.737732198664496
2007-03-01 33.658187837489800
2007-04-01 33.113792096012304
2007-05-01 31.982643512945298
2007-06-01 32.465007181195200
2007-07-01 31.959669130760304
2007-08-01 32.142607683247600
2007-09-01 32.558422991927600
2007-10-01 33.059888070894800
2007-11-01 32.596659662064800
2007-12-01 32.339137920965300
2008-01-01 32.175230419942500
2008-02-01 32.278904022777200
2008-03-01 32.260009735700805
2008-04-01 33.266692449749800
2008-05-01 32.830274331334000
2008-06-01 32.586389573646100
2008-07-01 32.803359746802000
2008-08-01 32.864391792097600
2008-09-01 33.067231852937200
2008-10-01 32.883797193338000
2008-11-01 33.036850655843500
2008-12-01 32.857897737136400
2009-01-01 33.361047868196000
2009-02-01 32.749493105828600
2009-03-01 32.506180006756900
2009-04-01 31.087222730746603
2009-05-01 32.299114379518000
2009-06-01 32.075118904122704
2009-07-01 32.399526074424000
2009-08-01 32.373250547185900
2009-09-01 31.467182022100502
2009-10-01 32.630165265970000
2009-11-01 32.533371295456300
2009-12-01 32.749258683048600
2010-01-01 32.082712642703500
2010-02-01 32.425082231394704
2010-03-01 32.535166292444200
2010-04-01 33.123462195646404
2010-05-01 33.295060234916000
2010-06-01 33.320903699083400
2010-07-01 33.566288289623500
2010-08-01 33.285997207449700
2010-09-01 33.082448749441400
2010-10-01 33.847809209254400
2010-11-01 33.910294645737300
2010-12-01 34.466909417920700
2011-01-01 34.379269303032600
2011-02-01 34.460951517492596
2011-03-01 34.683205926805200
2011-04-01 34.666064030817104
2011-05-01 34.287213519662900
2011-06-01 34.329719575843804
2011-07-01 34.106867701885400
2011-08-01 34.434507419433000
2011-09-01 34.633388171998000
2011-10-01 34.781244610047100
2011-11-01 34.807590408884100
2011-12-01 34.147963206166900
2012-01-01 34.115592509787800
2012-02-01 35.070879683650700
2012-03-01 35.163839584396700
2012-04-01 35.032690503322600
2012-05-01 35.567697325217000
2012-06-01 36.003194570539996
2012-07-01 35.992435247201500
2012-08-01 36.839921001548600
2012-09-01 36.198244417684900
2012-10-01 35.084986162499600
2012-11-01 36.334360026167495
2012-12-01 36.138858389869300
2013-01-01 35.239934235017100
2013-02-01 36.211016169394100
2013-03-01 36.434126809684900
2013-04-01 36.966000906182300
2013-05-01 36.863971645428290
2013-06-01 37.004041224200400
2013-07-01 36.804540042483104
2013-08-01 36.603709871754600
2013-09-01 36.844894544184800
2013-10-01 36.105494790463700
2013-11-01 36.333784100731500
2013-12-01 36.922250252365900
2014-01-01 37.626112016641000
2014-02-01 36.931894511834600
2014-03-01 37.093340251161500
2014-04-01 36.609473387613605
2014-05-01 36.850776171819300
2014-06-01 37.157252119791200
2014-07-01 36.266789656124800
2014-08-01 37.793914392650900
2014-09-01 37.471532127967500
2014-10-01 38.029492308697290
2014-11-01 37.903017074506500
2014-12-01 38.011820421757996
2015-01-01 37.738200993490790
2015-02-01 37.343162469510496
2015-03-01 36.942393443024400
2015-04-01 37.220487993946000
2015-05-01 37.244180313965394
2015-06-01 37.236480836464500
2015-07-01 37.675089198992710
2015-08-01 37.434811471346706
2015-09-01 37.820322452040200
2015-10-01 38.614061546682100
2015-11-01 38.094208539666300
2015-12-01 37.690925906193900
2016-01-01 38.476244326431500
2016-02-01 38.341668919499995
2016-03-01 39.387111738879900
2016-04-01 38.842172927786800
2016-05-01 38.534346762115300
2016-06-01 37.546255267508900
2016-07-01 38.255965612201000
2016-08-01 38.337530530616500
2016-09-01 39.888876274675205
2016-10-01 38.121691536927800
2016-11-01 38.916104793485395
2016-12-01 38.768917867451100
2017-01-01 37.868480125608400
2017-02-01 39.021800259323605
2017-03-01 38.425706357779000
2017-04-01 39.018798084038295
2017-05-01 39.096169042968400
2017-06-01 38.221359825222600
2017-07-01 37.936808091438710
2017-08-01 37.514008097074400
2017-09-01 39.049602087472800
2017-10-01 39.683342995453500
2017-11-01 39.145836183276800
2017-12-01 39.637632042303000
2018-01-01 40.925595735854394
2018-02-01 40.041362965367604
2018-03-01 40.273895397272796
2018-04-01 39.831013343043500
2018-05-01 40.021973630863200
2018-06-01 40.000865873525600
2018-07-01 40.536828264585600
2018-08-01 40.248815175221100
2018-09-01 40.107252484637300
2018-10-01 39.939750278240204
2018-11-01 40.193708640983200
2018-12-01 39.970579815815000
2019-01-01 39.842232919612606
2019-02-01 39.704485319712000
2019-03-01 39.926985777267900
2019-04-01 40.263017571107895
2019-05-01 39.852619796503504
2019-06-01 39.890083767656300
2019-07-01 39.515190384834300
2019-08-01 39.899645304485105
2019-09-01 40.151387798427800
2019-10-01 39.716797172370300
2019-11-01 40.080776482078210
2019-12-01 40.633681108616100
2020-01-01 40.518540948363710
2020-02-01 40.653682782372705
2020-03-01 37.511326655561600
2020-04-01 17.050307774297100
2020-05-01 17.083951834534098
2020-06-01 19.435387389733000
2020-07-01 22.883192914502697
2020-08-01 23.884278044065700
2020-09-01 21.235515545736600
2020-10-01 23.213283875512500
2020-11-01 22.962377918492198
2020-12-01 19.408982776858803
2021-01-01 22.996477256409100
2021-02-01 24.640993689875604
2021-03-01 24.820859743232198
2021-04-01 25.179874662618605
2021-05-01 26.280902306414898
2021-06-01 27.445164466581502
2021-07-01 30.031843315756603
2021-08-01 30.170531649109698
2021-09-01 29.496538197568697
2021-10-01 31.022904891283304
2021-11-01 31.201717366281500
2021-12-01 31.405678274237400
2022-01-01 31.515313352063497
2022-02-01 31.813779458281303
2022-03-01 32.513550902960700
2022-04-01 32.644583865901600
2022-05-01 32.874173876599100
2022-06-01 32.439165144095100
2022-07-01 33.717044915502100
2022-08-01 34.333216521145700
2022-09-01 34.800380070809005
2022-10-01 34.352885376774104
2022-11-01 34.923776288351000
2022-12-01 34.833414492131200
2023-01-01 34.931114532188900
2023-02-01 35.110430002523900
2023-03-01 35.457235183749300
2023-04-01 35.795236113216700
2023-05-01 35.794778358892700
2023-06-01 35.873336065622894
2023-07-01 35.807032607747296
2023-08-01 36.424295140177400
2023-09-01 36.929231689921295
2023-10-01 37.138467175311400
2023-11-01 37.174924822112104
2023-12-01 37.538541184234205
2024-01-01 38.196954617783900
2024-02-01 38.147205752102610
2024-03-01 38.016077564529300
2024-04-01 37.309193730636395
2024-05-01 38.379367986058400
2024-06-01 39.224123220955210
2024-07-01 40.585634028436395
2024-08-01 38.853032987021900
2024-09-01 37.613878922408000

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