Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Pennsylvania

Title All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Pennsylvania
Series ID SMU42000007072259001SA
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 2024-12-01
Last Updated 2025-01-29 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
1990-01-01 114.89363394760900
1990-02-01 114.21069942945900
1990-03-01 114.67153460123801
1990-04-01 112.92393575465401
1990-05-01 111.85835894817801
1990-06-01 111.74900633609400
1990-07-01 114.31305032530600
1990-08-01 114.43928097634199
1990-09-01 114.73822786345501
1990-10-01 115.37513182538200
1990-11-01 114.54304378228399
1990-12-01 114.75147353421900
1991-01-01 114.06220108084000
1991-02-01 114.19055058612400
1991-03-01 114.01904694905899
1991-04-01 114.35130504975400
1991-05-01 113.65241178878800
1991-06-01 113.86401735042300
1991-07-01 112.76795066195300
1991-08-01 113.30185265629700
1991-09-01 112.95241217746799
1991-10-01 112.17277589078100
1991-11-01 112.90259173810101
1991-12-01 113.08586905316900
1992-01-01 113.94175099049200
1992-02-01 113.94997386450800
1992-03-01 114.12820748363300
1992-04-01 113.22741389530500
1992-05-01 113.21033684118500
1992-06-01 112.71284372318400
1992-07-01 114.35528361393801
1992-08-01 114.40181850912000
1992-09-01 115.42299974402100
1992-10-01 117.85631267861200
1992-11-01 117.48114851579700
1992-12-01 116.42270471808500
1993-01-01 112.65760749888099
1993-02-01 112.86991352995700
1993-03-01 111.63661878793800
1993-04-01 113.24744906505700
1993-05-01 113.61985869951000
1993-06-01 113.66121639274300
1993-07-01 113.20156048390400
1993-08-01 113.01683096450300
1993-09-01 112.76062824272100
1993-10-01 112.43891709316700
1993-11-01 112.23703934445000
1993-12-01 113.29695383135599
1994-01-01 109.06894881369800
1994-02-01 109.36857776153000
1994-03-01 109.67525514110599
1994-04-01 110.70172586554500
1994-05-01 110.89579699676001
1994-06-01 110.84472610678400
1994-07-01 110.33018113425100
1994-08-01 110.42183323756100
1994-09-01 109.57354612013201
1994-10-01 109.36782784655000
1994-11-01 109.26796487692400
1994-12-01 109.96487160163800
1995-01-01 111.11810775530000
1995-02-01 111.13353724759300
1995-03-01 111.73378448713600
1995-04-01 112.92245841693300
1995-05-01 112.39624594967400
1995-06-01 112.51016913873801
1995-07-01 112.60491558994900
1995-08-01 112.39543970147100
1995-09-01 113.91065794985799
1995-10-01 114.55218741800199
1995-11-01 114.48302914629400
1995-12-01 113.11620292495500
1996-01-01 113.23827134429700
1996-02-01 114.35475140822201
1996-03-01 114.73242145125900
1996-04-01 112.88359717328400
1996-05-01 112.82393368939700
1996-06-01 112.99658446067801
1996-07-01 113.52100396652399
1996-08-01 113.45072109213100
1996-09-01 113.12493810675501
1996-10-01 113.14646943000800
1996-11-01 113.40474375697700
1996-12-01 114.07258575046600
1997-01-01 114.48232869370900
1997-02-01 114.29580047377300
1997-03-01 114.45469760622900
1997-04-01 114.21843995185101
1997-05-01 114.25800565719000
1997-06-01 114.11275255431200
1997-07-01 114.24803272009100
1997-08-01 114.08115380556200
1997-09-01 114.63818756029500
1997-10-01 114.19697187389500
1997-11-01 114.21819084789101
1997-12-01 113.51172258489800
1998-01-01 113.10151064332399
1998-02-01 113.39468111405600
1998-03-01 113.07922802915199
1998-04-01 112.04485192830000
1998-05-01 111.97963115421500
1998-06-01 111.81273083094500
1998-07-01 111.66629414455700
1998-08-01 111.66974800331900
1998-09-01 111.81958747318300
1998-10-01 112.30864338196501
1998-11-01 112.36770032833401
1998-12-01 113.33693247312000
1999-01-01 112.16593360279300
1999-02-01 113.26139285623600
1999-03-01 113.48031584532500
1999-04-01 114.90896976519100
1999-05-01 115.04173942523100
1999-06-01 115.64725640562700
1999-07-01 116.01560230555100
1999-08-01 114.85973120620899
1999-09-01 113.57068744073601
1999-10-01 114.11014061497600
1999-11-01 113.87654080782300
1999-12-01 114.54606505711300
2000-01-01 115.11058962389700
2000-02-01 114.33965283537201
2000-03-01 115.96159334303700
2000-04-01 116.63045556853399
2000-05-01 116.78945514374600
2000-06-01 117.17023099111000
2000-07-01 117.64370863022800
2000-08-01 117.98156083562600
2000-09-01 118.13483928480600
2000-10-01 118.20139898767401
2000-11-01 118.43774787451800
2000-12-01 118.40258421722200
2001-01-01 118.94225569166900
2001-02-01 119.43137031090400
2001-03-01 119.29469608979800
2001-04-01 119.37781251806100
2001-05-01 119.34496745521200
2001-06-01 119.80770052108299
2001-07-01 120.22412281825599
2001-08-01 120.02757208167601
2001-09-01 119.99112182268298
2001-10-01 120.31710591669500
2001-11-01 121.33471894110599
2001-12-01 121.00577182019700
2002-01-01 120.88625390747500
2002-02-01 121.36555491133000
2002-03-01 121.61301144111499
2002-04-01 121.62782406536300
2002-05-01 122.39832962302000
2002-06-01 122.39447889309000
2002-07-01 122.59053682661501
2002-08-01 122.83601921173100
2002-09-01 122.63919962746500
2002-10-01 122.95390977306700
2002-11-01 122.75873899792200
2002-12-01 122.12494804743500
2003-01-01 122.77691052786400
2003-02-01 121.51847115247500
2003-03-01 121.64765253581000
2003-04-01 121.93457894695200
2003-05-01 121.54129142724199
2003-06-01 121.76388022409000
2003-07-01 121.89524906164900
2003-08-01 121.94282154383100
2003-09-01 122.47188852285600
2003-10-01 122.97335485297300
2003-11-01 122.71470698451500
2003-12-01 122.95640071954300
2004-01-01 122.40176902391400
2004-02-01 122.34129278763099
2004-03-01 122.66345908656000
2004-04-01 122.37205352283002
2004-05-01 122.74323675758100
2004-06-01 122.37896702414100
2004-07-01 122.52116460049300
2004-08-01 122.86999990108102
2004-09-01 123.71161564728100
2004-10-01 124.07569013735300
2004-11-01 124.78519171754700
2004-12-01 125.45924141996900
2005-01-01 125.46633307329300
2005-02-01 125.87619020557301
2005-03-01 125.38903215889799
2005-04-01 126.85044849509200
2005-05-01 127.25059006601299
2005-06-01 127.60589729196700
2005-07-01 127.38001480232501
2005-08-01 127.80144961607999
2005-09-01 128.51272038323000
2005-10-01 127.01320209997900
2005-11-01 127.80843748070801
2005-12-01 127.96994459469800
2006-01-01 128.83271522049802
2006-02-01 129.34481365235300
2006-03-01 129.89755777479800
2006-04-01 130.36567762549800
2006-05-01 129.55829723436200
2006-06-01 129.56345427783398
2006-07-01 129.81475192140600
2006-08-01 129.75664797001300
2006-09-01 129.66570566085600
2006-10-01 129.55566584048000
2006-11-01 129.94561264480000
2006-12-01 130.09757468247600
2007-01-01 131.47879422732000
2007-02-01 130.72872435925900
2007-03-01 130.52569493791800
2007-04-01 130.35787185693100
2007-05-01 130.51915883134400
2007-06-01 130.98577909878900
2007-07-01 131.40368351413602
2007-08-01 131.94226072963000
2007-09-01 131.64523302194002
2007-10-01 132.37919424036400
2007-11-01 132.88334108742200
2007-12-01 133.63062273031400
2008-01-01 133.71839597953600
2008-02-01 134.32931394272900
2008-03-01 134.27230520388800
2008-04-01 134.82423298871700
2008-05-01 134.74400569793400
2008-06-01 134.71728880650400
2008-07-01 134.55759228863100
2008-08-01 134.32157709246000
2008-09-01 134.63353548326500
2008-10-01 135.02039180921500
2008-11-01 134.71212839564800
2008-12-01 134.59201873567000
2009-01-01 133.23651621590900
2009-02-01 134.21549966348000
2009-03-01 134.24617850018998
2009-04-01 134.02723850594400
2009-05-01 134.44499870669100
2009-06-01 134.52716335760599
2009-07-01 134.97397608641200
2009-08-01 134.79333639377100
2009-09-01 134.69347105837602
2009-10-01 134.52638267672600
2009-11-01 133.52704994559700
2009-12-01 133.56517138801700
2010-01-01 134.91273459237400
2010-02-01 134.44414521750700
2010-03-01 134.34257105832398
2010-04-01 135.86885422672500
2010-05-01 136.10920863656202
2010-06-01 136.09574204688000
2010-07-01 135.87196598184000
2010-08-01 136.42156503201500
2010-09-01 136.54161873244800
2010-10-01 136.81934970425300
2010-11-01 137.26819841297500
2010-12-01 136.81703680796699
2011-01-01 136.08957269313498
2011-02-01 136.74068590613800
2011-03-01 137.19529751366700
2011-04-01 137.02084671242600
2011-05-01 136.90514462527798
2011-06-01 137.10957219598800
2011-07-01 137.01394146383700
2011-08-01 137.08901328644300
2011-09-01 137.47664889520800
2011-10-01 137.06575408420798
2011-11-01 137.64965031148898
2011-12-01 137.96149174063999
2012-01-01 138.56415386310300
2012-02-01 139.38014166973800
2012-03-01 139.97460664957600
2012-04-01 139.22175973059000
2012-05-01 138.54825730701100
2012-06-01 139.67990599190500
2012-07-01 140.35814939940900
2012-08-01 140.76605593490300
2012-09-01 141.21912563577400
2012-10-01 141.75852428343700
2012-11-01 142.03563792961300
2012-12-01 143.13674691979800
2013-01-01 143.63194329874500
2013-02-01 143.70458210954598
2013-03-01 143.37214091258500
2013-04-01 144.29903822059600
2013-05-01 145.02145202464000
2013-06-01 145.41339341486798
2013-07-01 145.81197136415500
2013-08-01 145.95197298226600
2013-09-01 146.18129671208700
2013-10-01 146.69525819925198
2013-11-01 146.90870895956000
2013-12-01 146.58251168044600
2014-01-01 146.42310738762900
2014-02-01 146.03285133563700
2014-03-01 146.75817657496900
2014-04-01 147.42164085102300
2014-05-01 147.48653040084900
2014-06-01 147.66872664542998
2014-07-01 147.87814000649800
2014-08-01 148.03550649662398
2014-09-01 147.95307557172800
2014-10-01 147.86841502744800
2014-11-01 148.00397680570400
2014-12-01 148.24798318852400
2015-01-01 148.48464551556500
2015-02-01 148.31776083469998
2015-03-01 147.80480911184800
2015-04-01 148.69871556592300
2015-05-01 149.70538320859700
2015-06-01 149.62530031615000
2015-07-01 149.82989774049600
2015-08-01 150.19291992775100
2015-09-01 150.71710407156300
2015-10-01 151.14593202400000
2015-11-01 151.54236898895400
2015-12-01 151.85218839978000
2016-01-01 152.01968489698300
2016-02-01 152.12995442089700
2016-03-01 152.49512559238300
2016-04-01 153.55586951245200
2016-05-01 152.94192125417000
2016-06-01 152.86898190272600
2016-07-01 153.12033016660300
2016-08-01 153.39120857978202
2016-09-01 153.69527643195602
2016-10-01 153.98549538753400
2016-11-01 154.66264055979300
2016-12-01 153.59804257150200
2017-01-01 154.87939797084200
2017-02-01 155.60254598786600
2017-03-01 156.45493222691098
2017-04-01 156.39994797803900
2017-05-01 156.21552653591600
2017-06-01 156.75345143241700
2017-07-01 156.95145622628098
2017-08-01 157.51471682509000
2017-09-01 157.78966815689898
2017-10-01 157.95273366660800
2017-11-01 157.96780751739000
2017-12-01 158.25233520642300
2018-01-01 158.56284807675600
2018-02-01 158.69445428298400
2018-03-01 158.66543107803200
2018-04-01 158.57644464699800
2018-05-01 158.69001867126698
2018-06-01 158.66878986205000
2018-07-01 158.12049499622400
2018-08-01 158.69222372950600
2018-09-01 159.08178337705800
2018-10-01 159.38793074816200
2018-11-01 159.22133252644400
2018-12-01 160.01299391883900
2019-01-01 159.97011076060300
2019-02-01 160.17654537188700
2019-03-01 160.81549675817400
2019-04-01 161.91986817334100
2019-05-01 161.62105252172500
2019-06-01 161.52665844223300
2019-07-01 162.21919234356100
2019-08-01 162.05586610576700
2019-09-01 162.24277456785200
2019-10-01 162.42274334721100
2019-11-01 162.85170444372000
2019-12-01 163.18993238169100
2020-01-01 164.26177243879300
2020-02-01 164.75943809599900
2020-03-01 161.00905694214600
2020-04-01 106.90933951669700
2020-05-01 121.24767167933202
2020-06-01 134.57574726931400
2020-07-01 141.43388835059100
2020-08-01 142.43997537784700
2020-09-01 147.87588344899700
2020-10-01 149.88130883710600
2020-11-01 150.02696566905400
2020-12-01 150.03490273224898
2021-01-01 150.72298450056900
2021-02-01 151.25992362131500
2021-03-01 152.00923565295000
2021-04-01 151.90369125289600
2021-05-01 151.76597005932500
2021-06-01 153.91900350577900
2021-07-01 156.26307251271900
2021-08-01 155.62930191593000
2021-09-01 156.02797342682100
2021-10-01 157.07576326781000
2021-11-01 157.81609436249700
2021-12-01 159.87835966112600
2022-01-01 159.77427001049600
2022-02-01 161.33532550867300
2022-03-01 161.62167185622100
2022-04-01 163.20834524581198
2022-05-01 163.52158904352500
2022-06-01 165.04565468196800
2022-07-01 165.85431801285299
2022-08-01 166.00132799055598
2022-09-01 165.75729956627300
2022-10-01 164.47188663968300
2022-11-01 164.42282269593400
2022-12-01 164.50956890664100
2023-01-01 165.70901144954200
2023-02-01 165.47656361889000
2023-03-01 166.97608010215902
2023-04-01 167.28340040278300
2023-05-01 167.81448462021402
2023-06-01 168.04211908943398
2023-07-01 168.76092760783501
2023-08-01 168.74886117323600
2023-09-01 169.65825461536500
2023-10-01 170.45725895696899
2023-11-01 170.59348349343300
2023-12-01 170.03765558056500
2024-01-01 169.80019363976200
2024-02-01 171.41620942594102
2024-03-01 169.52960566420300
2024-04-01 169.75040372365900
2024-05-01 171.98764465081500
2024-06-01 170.72979920257300
2024-07-01 170.83229378174101
2024-08-01 170.89283055565200
2024-09-01 173.24979711646802
2024-10-01 175.33252466444400
2024-11-01 178.30794390951198
2024-12-01 178.47358854878000

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