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 2024-10-01
Last Updated 2024-11-20 4:55 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
1990-01-01 114.89170097330600
1990-02-01 114.20848479260799
1990-03-01 114.66862875784099
1990-04-01 112.92250212311899
1990-05-01 111.85709320975599
1990-06-01 111.74843821795400
1990-07-01 114.31371225358600
1990-08-01 114.44081193091000
1990-09-01 114.74066242732300
1990-10-01 115.37794189684901
1990-11-01 114.54372313919800
1990-12-01 114.75485795572300
1991-01-01 114.05931285283900
1991-02-01 114.18768683821900
1991-03-01 114.01624118136401
1991-04-01 114.34953816434700
1991-05-01 113.65112935007000
1991-06-01 113.86341775039101
1991-07-01 112.76855595755501
1991-08-01 113.30362491867700
1991-09-01 112.95535424798900
1991-10-01 112.17630169595900
1991-11-01 112.90291930941200
1991-12-01 113.09199627507100
1992-01-01 113.93664962012000
1992-02-01 113.94581994997600
1992-03-01 114.12525875744500
1992-04-01 113.22526311076400
1992-05-01 113.20902869877300
1992-06-01 112.71233396249300
1992-07-01 114.35594163676201
1992-08-01 114.40383648340100
1992-09-01 115.42643665194700
1992-10-01 117.86055775664500
1992-11-01 117.48098750049600
1992-12-01 116.43163520351101
1993-01-01 112.65027669522900
1993-02-01 112.86446520560900
1993-03-01 111.63344017688601
1993-04-01 113.24578386693001
1993-05-01 113.61851031798099
1993-06-01 113.66094565082199
1993-07-01 113.20240230456100
1993-08-01 113.01857578032200
1993-09-01 112.76388924590599
1993-10-01 112.44295322766001
1993-11-01 112.23692818389900
1993-12-01 113.30681288628400
1994-01-01 109.06164842501700
1994-02-01 109.36242760548599
1994-03-01 109.67191984142900
1994-04-01 110.70115681925800
1994-05-01 110.89464347689899
1994-06-01 110.84472299016399
1994-07-01 110.33115152459500
1994-08-01 110.42293435264300
1994-09-01 109.57598683068200
1994-10-01 109.37068277702801
1994-11-01 109.26790794610800
1994-12-01 109.97286090728599
1995-01-01 111.11334065204599
1995-02-01 111.12798591845200
1995-03-01 111.73082355569599
1995-04-01 112.92316567246600
1995-05-01 112.39534880606001
1995-06-01 112.51024357896699
1995-07-01 112.60572736601401
1995-08-01 112.39569327931300
1995-09-01 113.91198442932199
1995-10-01 114.55348198533800
1995-11-01 114.48301899923000
1995-12-01 113.12212083964701
1996-01-01 113.23618465544800
1996-02-01 114.35030388832900
1996-03-01 114.73049302211800
1996-04-01 112.88441220482599
1996-05-01 112.82350250629400
1996-06-01 112.99666580742400
1996-07-01 113.52149605594800
1996-08-01 113.45062373994301
1996-09-01 113.12539481361000
1996-10-01 113.14686756601601
1996-11-01 113.40478981914500
1996-12-01 114.07586511714300
1997-01-01 114.48188147800200
1997-02-01 114.29338962343800
1997-03-01 114.45360096030100
1997-04-01 114.21884444114401
1997-05-01 114.25784077362700
1997-06-01 114.11280584176100
1997-07-01 114.24822367283200
1997-08-01 114.08098137876199
1997-09-01 114.63823709222700
1997-10-01 114.19701532647801
1997-11-01 114.21823440585600
1997-12-01 113.51366272882700
1998-01-01 113.10137422865401
1998-02-01 113.39361957397800
1998-03-01 113.07868383104099
1998-04-01 112.04471640436199
1998-05-01 111.97963156479800
1998-06-01 111.81281282308399
1998-07-01 111.66637671397100
1998-08-01 111.66972502386601
1998-09-01 111.81954153875100
1998-10-01 112.30866729130399
1998-11-01 112.36780180923799
1998-12-01 113.33758544673000
1999-01-01 112.16591706888501
1999-02-01 113.26129257994900
1999-03-01 113.47987550748100
1999-04-01 114.90877867306601
1999-05-01 115.04173495463600
1999-06-01 115.64733064365299
1999-07-01 116.01564455721100
1999-08-01 114.85973634370701
1999-09-01 113.57069642130399
1999-10-01 114.11014165198500
1999-11-01 113.87653965853100
1999-12-01 114.54645062432600
2000-01-01 115.11056881459801
2000-02-01 114.33960838968700
2000-03-01 115.96133812618800
2000-04-01 116.63034583385300
2000-05-01 116.78944181736200
2000-06-01 117.17027671041201
2000-07-01 117.64375237757200
2000-08-01 117.98158609848801
2000-09-01 118.13485964115401
2000-10-01 118.20139682764900
2000-11-01 118.43771874502200
2000-12-01 118.40276171471700
2001-01-01 118.94224017036501
2001-02-01 119.43135087387199
2001-03-01 119.29457971096501
2001-04-01 119.37776441281800
2001-05-01 119.34495938830999
2001-06-01 119.80772331830400
2001-07-01 120.22414880599100
2001-08-01 120.02758524596300
2001-09-01 119.99113440046499
2001-10-01 120.31711683287001
2001-11-01 121.33471242068300
2001-12-01 121.00579435676599
2002-01-01 120.88626430405701
2002-02-01 121.36553834616300
2002-03-01 121.61298788983400
2002-04-01 121.62780262891300
2002-05-01 122.39832309523399
2002-06-01 122.39448523848499
2002-07-01 122.59055001510599
2002-08-01 122.83602950914400
2002-09-01 122.63920558298900
2002-10-01 122.95391534350000
2002-11-01 122.75872842069599
2002-12-01 122.12495295468500
2003-01-01 122.77691164262600
2003-02-01 121.51846252266100
2003-03-01 121.64764850665400
2003-04-01 121.93457526533899
2003-05-01 121.54129122649300
2003-06-01 121.76388315957900
2003-07-01 121.89525389475300
2003-08-01 121.94282567384701
2003-09-01 122.47189058885500
2003-10-01 122.97335669210000
2003-11-01 122.71469936352400
2003-12-01 122.95640023182101
2004-01-01 122.40176812031600
2004-02-01 122.34128882715099
2004-03-01 122.66346092447500
2004-04-01 122.37205532769400
2004-05-01 122.74323810807400
2004-06-01 122.37896786878599
2004-07-01 122.52116539824400
2004-08-01 122.87000039923299
2004-09-01 123.71161492887501
2004-10-01 124.07569021426599
2004-11-01 124.78519113769501
2004-12-01 125.45924078028100
2005-01-01 125.46633248421499
2005-02-01 125.87618815127800
2005-03-01 125.38903309668801
2005-04-01 126.85044928661199
2005-05-01 127.25059076260300
2005-06-01 127.60589786786000
2005-07-01 127.38001530249800
2005-08-01 127.80144996031900
2005-09-01 128.51271941940598
2005-10-01 127.01320195414600
2005-11-01 127.80843730562900
2005-12-01 127.96994416829100
2006-01-01 128.83271502242900
2006-02-01 129.34481353052000
2006-03-01 129.89755794845600
2006-04-01 130.36567801673598
2006-05-01 129.55829772067300
2006-06-01 129.56345474773700
2006-07-01 129.81475216069500
2006-08-01 129.75664795456100
2006-09-01 129.66570437186598
2006-10-01 129.55566508114800
2006-11-01 129.94561207756400
2006-12-01 130.09757469482500
2007-01-01 131.47879545600298
2007-02-01 130.72872502447200
2007-03-01 130.52569543667800
2007-04-01 130.35787211704599
2007-05-01 130.51915908322600
2007-06-01 130.98577952057198
2007-07-01 131.40368333959200
2007-08-01 131.94225982788300
2007-09-01 131.64523094649800
2007-10-01 132.37919296721700
2007-11-01 132.88333853999100
2007-12-01 133.63062185679502
2008-01-01 133.71840379324000
2008-02-01 134.32931579481100
2008-03-01 134.27230612452000
2008-04-01 134.82423231950702
2008-05-01 134.74400482918600
2008-06-01 134.71728866679100
2008-07-01 134.55759097146100
2008-08-01 134.32157438223499
2008-09-01 134.63353273195298
2008-10-01 135.02038976347600
2008-11-01 134.71212174657600
2008-12-01 134.59201259475700
2009-01-01 133.23654905081000
2009-02-01 134.21549820785600
2009-03-01 134.24617697920500
2009-04-01 134.02723519723800
2009-05-01 134.44499506660802
2009-06-01 134.52716052990300
2009-07-01 134.97397304801000
2009-08-01 134.79333271890000
2009-09-01 134.69346832510402
2009-10-01 134.52638050366400
2009-11-01 133.52704020377900
2009-12-01 133.56516158957100
2010-01-01 134.91279246774500
2010-02-01 134.44414259192300
2010-03-01 134.34256511916100
2010-04-01 135.86885420054000
2010-05-01 136.10918541860400
2010-06-01 136.09574068819400
2010-07-01 135.87196385616699
2010-08-01 136.42156231546400
2010-09-01 136.54161700480700
2010-10-01 136.81934757231500
2010-11-01 137.26818941586200
2010-12-01 136.81702591707400
2011-01-01 136.08964514333200
2011-02-01 136.74068021500700
2011-03-01 137.19529190016100
2011-04-01 137.02084872162200
2011-05-01 136.90510144449700
2011-06-01 137.10957242620898
2011-07-01 137.01394159279600
2011-08-01 137.08901314653300
2011-09-01 137.47664776938100
2011-10-01 137.06575232411500
2011-11-01 137.64964612349700
2011-12-01 137.96148868230600
2012-01-01 138.56420630927700
2012-02-01 139.38015301258102
2012-03-01 139.97461572364500
2012-04-01 139.22177215414500
2012-05-01 138.54819233684200
2012-06-01 139.67989451766800
2012-07-01 140.35812159945800
2012-08-01 140.76602620342700
2012-09-01 141.21911728404700
2012-10-01 141.75854906271500
2012-11-01 142.03568519239800
2012-12-01 143.13679253706100
2013-01-01 143.63199415027900
2013-02-01 143.70460164962900
2013-03-01 143.37214355506000
2013-04-01 144.29903802648099
2013-05-01 145.02139606857000
2013-06-01 145.41333857142300
2013-07-01 145.81186368112301
2013-08-01 145.95185137878800
2013-09-01 146.18123387469402
2013-10-01 146.69528731965500
2013-11-01 146.90882183824300
2013-12-01 146.58266471554800
2014-01-01 146.42325913383900
2014-02-01 146.03300757365000
2014-03-01 146.75837643337700
2014-04-01 147.42185114339100
2014-05-01 147.48644666467900
2014-06-01 147.66830455495400
2014-07-01 147.87754134391500
2014-08-01 148.03495796787598
2014-09-01 147.95272143773198
2014-10-01 147.86822477018600
2014-11-01 148.00505403667000
2014-12-01 148.24852854927798
2015-01-01 148.48488410931802
2015-02-01 148.31826671804900
2015-03-01 147.80541318964500
2015-04-01 148.69947360787300
2015-05-01 149.70519335658600
2015-06-01 149.62400983529500
2015-07-01 149.82812177151400
2015-08-01 150.19146491984200
2015-09-01 150.71642568567802
2015-10-01 151.14583843703300
2015-11-01 151.54467443938900
2015-12-01 151.85292564405500
2016-01-01 152.01990741682800
2016-02-01 152.13096868542400
2016-03-01 152.49602574899100
2016-04-01 153.55775516610100
2016-05-01 152.94377449832300
2016-06-01 152.87088797897698
2016-07-01 153.10836154251100
2016-08-01 153.39174789554800
2016-09-01 153.69464359197600
2016-10-01 153.98408247007200
2016-11-01 154.66527053457898
2016-12-01 153.59886027409402
2017-01-01 154.87982197854902
2017-02-01 155.60419943505102
2017-03-01 156.45653244013500
2017-04-01 156.40397174423700
2017-05-01 156.22083602480800
2017-06-01 156.76063085894398
2017-07-01 156.93061548019500
2017-08-01 157.51642922743100
2017-09-01 157.78657442286400
2017-10-01 157.94754567053698
2017-11-01 157.96748420391100
2017-12-01 158.25316255769100
2018-01-01 158.56545390158502
2018-02-01 158.69768539904700
2018-03-01 158.66683222963200
2018-04-01 158.58305979165400
2018-05-01 158.70258504409400
2018-06-01 158.68215490138700
2018-07-01 158.09200466881500
2018-08-01 158.70067464542600
2018-09-01 159.08925425889402
2018-10-01 159.33200319310498
2018-11-01 159.23213176019400
2018-12-01 160.02259601177602
2019-01-01 159.97758758646300
2019-02-01 160.18128749244800
2019-03-01 160.81838615752702
2019-04-01 161.92781982136100
2019-05-01 161.63938091901198
2019-06-01 161.53863472786600
2019-07-01 162.19707360426000
2019-08-01 162.06537873435300
2019-09-01 162.25768493829398
2019-10-01 162.31309957402800
2019-11-01 162.86769383403800
2019-12-01 163.23266245244900
2020-01-01 164.26849764119200
2020-02-01 164.76356967248000
2020-03-01 161.01369992842300
2020-04-01 106.91882186145100
2020-05-01 121.26961445683500
2020-06-01 134.58109968760300
2020-07-01 141.41078045000300
2020-08-01 142.44429839494200
2020-09-01 147.89672280560600
2020-10-01 149.72149069567700
2020-11-01 150.05772806240900
2020-12-01 150.12162094119200
2021-01-01 150.73840001844900
2021-02-01 151.25626562423300
2021-03-01 152.02568424099200
2021-04-01 151.91795083997200
2021-05-01 151.78411478684998
2021-06-01 153.90914489299300
2021-07-01 156.22212253746200
2021-08-01 155.59848084924400
2021-09-01 156.01536503993900
2021-10-01 156.95782304550102
2021-11-01 157.84326231393800
2021-12-01 160.01365573111000
2022-01-01 159.82368127722000
2022-02-01 161.33070775830300
2022-03-01 161.62944199627700
2022-04-01 163.25130002065000
2022-05-01 163.53486780248600
2022-06-01 165.02379641747300
2022-07-01 165.74709975855302
2022-08-01 165.91668513528400
2022-09-01 165.65996346264000
2022-10-01 164.42264747097300
2022-11-01 164.48196825436100
2022-12-01 164.69749980406098
2023-01-01 165.83269889610100
2023-02-01 165.49110637482900
2023-03-01 166.98143687765200
2023-04-01 167.34977372203300
2023-05-01 167.80532945348800
2023-06-01 167.97977067593300
2023-07-01 168.56462749243000
2023-08-01 168.60122093124500
2023-09-01 169.46540859318500
2023-10-01 170.43029935870400
2023-11-01 170.76553892846100
2023-12-01 170.31313098155600
2024-01-01 169.99379653210600
2024-02-01 171.46196122390498
2024-03-01 169.50912852368500
2024-04-01 169.83278191827998
2024-05-01 171.94930561811500
2024-06-01 170.62817787295600
2024-07-01 170.54534988044398
2024-08-01 170.70359841222000
2024-09-01 172.96985587822500
2024-10-01 175.77211207490700

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