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 2026-01-01 |
| Last Updated | 2026-04-10 11:56 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 |
|---|---|
| 1990-01-01 | 114.890572639559 |
| 1990-02-01 | 114.207018314415 |
| 1990-03-01 | 114.671100486381 |
| 1990-04-01 | 112.921298229077 |
| 1990-05-01 | 111.858631358285 |
| 1990-06-01 | 111.750531707546 |
| 1990-07-01 | 114.314887982818 |
| 1990-08-01 | 114.440816390541 |
| 1990-09-01 | 114.740005198016 |
| 1990-10-01 | 115.376939126878 |
| 1990-11-01 | 114.539666685198 |
| 1990-12-01 | 114.756218529925 |
| 1991-01-01 | 114.058123521048 |
| 1991-02-01 | 114.187248646737 |
| 1991-03-01 | 114.018432623309 |
| 1991-04-01 | 114.349628817696 |
| 1991-05-01 | 113.652774658494 |
| 1991-06-01 | 113.865984456713 |
| 1991-07-01 | 112.769875131831 |
| 1991-08-01 | 113.303209721288 |
| 1991-09-01 | 112.953880037822 |
| 1991-10-01 | 112.174026644655 |
| 1991-11-01 | 112.897078313933 |
| 1991-12-01 | 113.089022750942 |
| 1992-01-01 | 113.939762429129 |
| 1992-02-01 | 113.948439094396 |
| 1992-03-01 | 114.127837944999 |
| 1992-04-01 | 113.226849963245 |
| 1992-05-01 | 113.210878837802 |
| 1992-06-01 | 112.715077513370 |
| 1992-07-01 | 114.356827860453 |
| 1992-08-01 | 114.402839519038 |
| 1992-09-01 | 115.423858282672 |
| 1992-10-01 | 117.856573127891 |
| 1992-11-01 | 117.473193555610 |
| 1992-12-01 | 116.424122981793 |
| 1993-01-01 | 112.657826488647 |
| 1993-02-01 | 112.870612166142 |
| 1993-03-01 | 111.637482892625 |
| 1993-04-01 | 113.247239222318 |
| 1993-05-01 | 113.621007874083 |
| 1993-06-01 | 113.663271484715 |
| 1993-07-01 | 113.202909365106 |
| 1993-08-01 | 113.017902193488 |
| 1993-09-01 | 112.760201023452 |
| 1993-10-01 | 112.437381766839 |
| 1993-11-01 | 112.230771677887 |
| 1993-12-01 | 113.290028098624 |
| 1994-01-01 | 109.074850269047 |
| 1994-02-01 | 109.372246522264 |
| 1994-03-01 | 109.677577880398 |
| 1994-04-01 | 110.700747400187 |
| 1994-05-01 | 110.897392831600 |
| 1994-06-01 | 110.845979141157 |
| 1994-07-01 | 110.330474072456 |
| 1994-08-01 | 110.423055678880 |
| 1994-09-01 | 109.572356682030 |
| 1994-10-01 | 109.365712174797 |
| 1994-11-01 | 109.264074333429 |
| 1994-12-01 | 109.956638110602 |
| 1995-01-01 | 111.123570239056 |
| 1995-02-01 | 111.137666942771 |
| 1995-03-01 | 111.737022467364 |
| 1995-04-01 | 112.920606864324 |
| 1995-05-01 | 112.397989407223 |
| 1995-06-01 | 112.510808978435 |
| 1995-07-01 | 112.604765184717 |
| 1995-08-01 | 112.397078281035 |
| 1995-09-01 | 113.909304305255 |
| 1995-10-01 | 114.550377180119 |
| 1995-11-01 | 114.482155136325 |
| 1995-12-01 | 113.107046176891 |
| 1996-01-01 | 113.242863136407 |
| 1996-02-01 | 114.358140277610 |
| 1996-03-01 | 114.734978779533 |
| 1996-04-01 | 112.882373058194 |
| 1996-05-01 | 112.825053653475 |
| 1996-06-01 | 112.996787796089 |
| 1996-07-01 | 113.520628062102 |
| 1996-08-01 | 113.451939276091 |
| 1996-09-01 | 113.124326799246 |
| 1996-10-01 | 113.145725678412 |
| 1996-11-01 | 113.404299337958 |
| 1996-12-01 | 114.068378772527 |
| 1997-01-01 | 114.483233504553 |
| 1997-02-01 | 114.297107879981 |
| 1997-03-01 | 114.456322253106 |
| 1997-04-01 | 114.218049946325 |
| 1997-05-01 | 114.258567020903 |
| 1997-06-01 | 114.112932988291 |
| 1997-07-01 | 114.247985464456 |
| 1997-08-01 | 114.081927708910 |
| 1997-09-01 | 114.638087955675 |
| 1997-10-01 | 114.196805938133 |
| 1997-11-01 | 114.218037826294 |
| 1997-12-01 | 113.509099470662 |
| 1998-01-01 | 113.101801576459 |
| 1998-02-01 | 113.395036331204 |
| 1998-03-01 | 113.080014272317 |
| 1998-04-01 | 112.045230689252 |
| 1998-05-01 | 111.979768462172 |
| 1998-06-01 | 111.812784856811 |
| 1998-07-01 | 111.666366236226 |
| 1998-08-01 | 111.669911786963 |
| 1998-09-01 | 111.819682908772 |
| 1998-10-01 | 112.308649141511 |
| 1998-11-01 | 112.367617833286 |
| 1998-12-01 | 113.335794746352 |
| 1999-01-01 | 112.165855615565 |
| 1999-02-01 | 113.261343327799 |
| 1999-03-01 | 113.480928163257 |
| 1999-04-01 | 114.909215103507 |
| 1999-05-01 | 115.041802303161 |
| 1999-06-01 | 115.647265030028 |
| 1999-07-01 | 116.015621923314 |
| 1999-08-01 | 114.859779964768 |
| 1999-09-01 | 113.570679550203 |
| 1999-10-01 | 114.110138212105 |
| 1999-11-01 | 113.876572093942 |
| 1999-12-01 | 114.545370410876 |
| 2000-01-01 | 115.110590733889 |
| 2000-02-01 | 114.339657369889 |
| 2000-03-01 | 115.962021867065 |
| 2000-04-01 | 116.630628116746 |
| 2000-05-01 | 116.789493370749 |
| 2000-06-01 | 117.170195805917 |
| 2000-07-01 | 117.643654563349 |
| 2000-08-01 | 117.981527980270 |
| 2000-09-01 | 118.134795188078 |
| 2000-10-01 | 118.201391025889 |
| 2000-11-01 | 118.437806787274 |
| 2000-12-01 | 118.402260964144 |
| 2001-01-01 | 118.942278705865 |
| 2001-02-01 | 119.431392560705 |
| 2001-03-01 | 119.294917281636 |
| 2001-04-01 | 119.377897957612 |
| 2001-05-01 | 119.344980169063 |
| 2001-06-01 | 119.807665913725 |
| 2001-07-01 | 120.224074564221 |
| 2001-08-01 | 120.027546064650 |
| 2001-09-01 | 119.991094080888 |
| 2001-10-01 | 120.317084790105 |
| 2001-11-01 | 121.334738498322 |
| 2001-12-01 | 121.005731616672 |
| 2002-01-01 | 120.886236201384 |
| 2002-02-01 | 121.365580806371 |
| 2002-03-01 | 121.613054034277 |
| 2002-04-01 | 121.627862859242 |
| 2002-05-01 | 122.398342088893 |
| 2002-06-01 | 122.394468244600 |
| 2002-07-01 | 122.590513133826 |
| 2002-08-01 | 122.836000186602 |
| 2002-09-01 | 122.639188414074 |
| 2002-10-01 | 122.953899027203 |
| 2002-11-01 | 122.758757035370 |
| 2002-12-01 | 122.124940347376 |
| 2003-01-01 | 122.776909070688 |
| 2003-02-01 | 121.518487327134 |
| 2003-03-01 | 121.647659044728 |
| 2003-04-01 | 121.934585543004 |
| 2003-05-01 | 121.541292229499 |
| 2003-06-01 | 121.763875435222 |
| 2003-07-01 | 121.895240549467 |
| 2003-08-01 | 121.942814097914 |
| 2003-09-01 | 122.471884185302 |
| 2003-10-01 | 122.973350475376 |
| 2003-11-01 | 122.714719828921 |
| 2003-12-01 | 122.956401964870 |
| 2004-01-01 | 122.401771112188 |
| 2004-02-01 | 122.341300871625 |
| 2004-03-01 | 122.663455875372 |
| 2004-04-01 | 122.372050513519 |
| 2004-05-01 | 122.743234766032 |
| 2004-06-01 | 122.378965775299 |
| 2004-07-01 | 122.521163100937 |
| 2004-08-01 | 122.869998682678 |
| 2004-09-01 | 123.711615516568 |
| 2004-10-01 | 124.075689015461 |
| 2004-11-01 | 124.785192747445 |
| 2004-12-01 | 125.459242758861 |
| 2005-01-01 | 125.466334698719 |
| 2005-02-01 | 125.876194424343 |
| 2005-03-01 | 125.389030807772 |
| 2005-04-01 | 126.850447651694 |
| 2005-05-01 | 127.250589767259 |
| 2005-06-01 | 127.605897189684 |
| 2005-07-01 | 127.380015004797 |
| 2005-08-01 | 127.801450130033 |
| 2005-09-01 | 128.512714989493 |
| 2005-10-01 | 127.013201174666 |
| 2005-11-01 | 127.808436278010 |
| 2005-12-01 | 127.969944642372 |
| 2006-01-01 | 128.832717062763 |
| 2006-02-01 | 129.344816404954 |
| 2006-03-01 | 129.897560966103 |
| 2006-04-01 | 130.365680044137 |
| 2006-05-01 | 129.558299325443 |
| 2006-06-01 | 129.563456101636 |
| 2006-07-01 | 129.814753171820 |
| 2006-08-01 | 129.756646543135 |
| 2006-09-01 | 129.665686471644 |
| 2006-10-01 | 129.555665337247 |
| 2006-11-01 | 129.945602593401 |
| 2006-12-01 | 130.097573242957 |
| 2007-01-01 | 131.478806462598 |
| 2007-02-01 | 130.728738275358 |
| 2007-03-01 | 130.525707254120 |
| 2007-04-01 | 130.357878258096 |
| 2007-05-01 | 130.519162198495 |
| 2007-06-01 | 130.985781524171 |
| 2007-07-01 | 131.403678863760 |
| 2007-08-01 | 131.942244574080 |
| 2007-09-01 | 131.645185824448 |
| 2007-10-01 | 132.379190816765 |
| 2007-11-01 | 132.883295237592 |
| 2007-12-01 | 133.630632265560 |
| 2008-01-01 | 133.718472763651 |
| 2008-02-01 | 134.329392613725 |
| 2008-03-01 | 134.272350308408 |
| 2008-04-01 | 134.824206259880 |
| 2008-05-01 | 134.743963431482 |
| 2008-06-01 | 134.717256971923 |
| 2008-07-01 | 134.557561014415 |
| 2008-08-01 | 134.321536635640 |
| 2008-09-01 | 134.633474987766 |
| 2008-10-01 | 135.020382390878 |
| 2008-11-01 | 134.712031215489 |
| 2008-12-01 | 134.592015082912 |
| 2009-01-01 | 133.236876845593 |
| 2009-02-01 | 134.215648328995 |
| 2009-03-01 | 134.246242405995 |
| 2009-04-01 | 134.027127588033 |
| 2009-05-01 | 134.444829069192 |
| 2009-06-01 | 134.527016578119 |
| 2009-07-01 | 134.973892286004 |
| 2009-08-01 | 134.793303694275 |
| 2009-09-01 | 134.693431751183 |
| 2009-10-01 | 134.526345138468 |
| 2009-11-01 | 133.526941245363 |
| 2009-12-01 | 133.565222145247 |
| 2010-01-01 | 134.913367806478 |
| 2010-02-01 | 134.444369558691 |
| 2010-03-01 | 134.342974157507 |
| 2010-04-01 | 135.868936826444 |
| 2010-05-01 | 136.107788794352 |
| 2010-06-01 | 136.095742455265 |
| 2010-07-01 | 135.871917035857 |
| 2010-08-01 | 136.421466759809 |
| 2010-09-01 | 136.541510669791 |
| 2010-10-01 | 136.819318744646 |
| 2010-11-01 | 137.268290158023 |
| 2010-12-01 | 136.817381121652 |
| 2011-01-01 | 136.090805148127 |
| 2011-02-01 | 136.741190074264 |
| 2011-03-01 | 137.196127867735 |
| 2011-04-01 | 137.020652463474 |
| 2011-05-01 | 136.901855411627 |
| 2011-06-01 | 137.109254804178 |
| 2011-07-01 | 137.013800093339 |
| 2011-08-01 | 137.088991795237 |
| 2011-09-01 | 137.476681023460 |
| 2011-10-01 | 137.065939214784 |
| 2011-11-01 | 137.650328465715 |
| 2011-12-01 | 137.962663677712 |
| 2012-01-01 | 138.566292065894 |
| 2012-02-01 | 139.381509906233 |
| 2012-03-01 | 139.975800429590 |
| 2012-04-01 | 139.220516545943 |
| 2012-05-01 | 138.541999039960 |
| 2012-06-01 | 139.678392380249 |
| 2012-07-01 | 140.357550806375 |
| 2012-08-01 | 140.766246858208 |
| 2012-09-01 | 141.219703583448 |
| 2012-10-01 | 141.759217295074 |
| 2012-11-01 | 142.037689543343 |
| 2012-12-01 | 143.139945562055 |
| 2013-01-01 | 143.635418694389 |
| 2013-02-01 | 143.707522018850 |
| 2013-03-01 | 143.374128763779 |
| 2013-04-01 | 144.300803746841 |
| 2013-05-01 | 144.998384801877 |
| 2013-06-01 | 145.414384359428 |
| 2013-07-01 | 145.812701747700 |
| 2013-08-01 | 145.952737007033 |
| 2013-09-01 | 146.182743894846 |
| 2013-10-01 | 146.697712489057 |
| 2013-11-01 | 146.912915586943 |
| 2013-12-01 | 146.587844219396 |
| 2014-01-01 | 146.427827831892 |
| 2014-02-01 | 146.037023848034 |
| 2014-03-01 | 146.760195478097 |
| 2014-04-01 | 147.426926795476 |
| 2014-05-01 | 147.446516362260 |
| 2014-06-01 | 147.671710085395 |
| 2014-07-01 | 147.879916772438 |
| 2014-08-01 | 148.036688064656 |
| 2014-09-01 | 147.954592308676 |
| 2014-10-01 | 147.870605814581 |
| 2014-11-01 | 148.015768105919 |
| 2014-12-01 | 148.256033411834 |
| 2015-01-01 | 148.488159884071 |
| 2015-02-01 | 148.322031132553 |
| 2015-03-01 | 147.805891822045 |
| 2015-04-01 | 148.708860114427 |
| 2015-05-01 | 149.649851824787 |
| 2015-06-01 | 149.631055111062 |
| 2015-07-01 | 149.832219681391 |
| 2015-08-01 | 150.193285358248 |
| 2015-09-01 | 150.717827941683 |
| 2015-10-01 | 151.148427591511 |
| 2015-11-01 | 151.562254599541 |
| 2015-12-01 | 151.862902834185 |
| 2016-01-01 | 152.023468286199 |
| 2016-02-01 | 152.134036035029 |
| 2016-03-01 | 152.492390357049 |
| 2016-04-01 | 153.559687298734 |
| 2016-05-01 | 152.899851677601 |
| 2016-06-01 | 152.868317705627 |
| 2016-07-01 | 153.108763269035 |
| 2016-08-01 | 153.391718374975 |
| 2016-09-01 | 153.697239933342 |
| 2016-10-01 | 153.989058648055 |
| 2016-11-01 | 154.693689872123 |
| 2016-12-01 | 153.615785515925 |
| 2017-01-01 | 154.886419190983 |
| 2017-02-01 | 155.607765365725 |
| 2017-03-01 | 156.448329240242 |
| 2017-04-01 | 156.390767129023 |
| 2017-05-01 | 156.183166452049 |
| 2017-06-01 | 156.742424625104 |
| 2017-07-01 | 156.922319258507 |
| 2017-08-01 | 157.514140607720 |
| 2017-09-01 | 157.797383396018 |
| 2017-10-01 | 157.967932348552 |
| 2017-11-01 | 158.004713312835 |
| 2017-12-01 | 158.279541107468 |
| 2018-01-01 | 158.583368803332 |
| 2018-02-01 | 158.714773450537 |
| 2018-03-01 | 158.642458336678 |
| 2018-04-01 | 158.540440056773 |
| 2018-05-01 | 158.663605165283 |
| 2018-06-01 | 158.638098296751 |
| 2018-07-01 | 158.073942741433 |
| 2018-08-01 | 158.681380895106 |
| 2018-09-01 | 159.108106221274 |
| 2018-10-01 | 159.436681414970 |
| 2018-11-01 | 159.264894071687 |
| 2018-12-01 | 160.044989635214 |
| 2019-01-01 | 160.002641236523 |
| 2019-02-01 | 160.214475240190 |
| 2019-03-01 | 160.780423622073 |
| 2019-04-01 | 161.862767848603 |
| 2019-05-01 | 161.571113836802 |
| 2019-06-01 | 161.476203705957 |
| 2019-07-01 | 162.144762061972 |
| 2019-08-01 | 162.028818789389 |
| 2019-09-01 | 162.291448391112 |
| 2019-10-01 | 162.521552689281 |
| 2019-11-01 | 162.924346715080 |
| 2019-12-01 | 163.204378323848 |
| 2020-01-01 | 164.334952441159 |
| 2020-02-01 | 164.841297839960 |
| 2020-03-01 | 160.951414577726 |
| 2020-04-01 | 106.843556217452 |
| 2020-05-01 | 121.152458915575 |
| 2020-06-01 | 134.472267819653 |
| 2020-07-01 | 141.288482787233 |
| 2020-08-01 | 142.362500284389 |
| 2020-09-01 | 147.936751631340 |
| 2020-10-01 | 150.048996646615 |
| 2020-11-01 | 150.186991601103 |
| 2020-12-01 | 150.055759631744 |
| 2021-01-01 | 150.891907852980 |
| 2021-02-01 | 151.403957596336 |
| 2021-03-01 | 151.969391692793 |
| 2021-04-01 | 151.836917070815 |
| 2021-05-01 | 151.569732820128 |
| 2021-06-01 | 153.687982059815 |
| 2021-07-01 | 155.970127508715 |
| 2021-08-01 | 155.393131723491 |
| 2021-09-01 | 156.022796222074 |
| 2021-10-01 | 157.430183908841 |
| 2021-11-01 | 158.217181700802 |
| 2021-12-01 | 159.924045428365 |
| 2022-01-01 | 160.108608185820 |
| 2022-02-01 | 161.736673255769 |
| 2022-03-01 | 161.528273694452 |
| 2022-04-01 | 163.036492900085 |
| 2022-05-01 | 163.141536725541 |
| 2022-06-01 | 164.608882874786 |
| 2022-07-01 | 165.338007998957 |
| 2022-08-01 | 165.534949418253 |
| 2022-09-01 | 165.604998301588 |
| 2022-10-01 | 165.130349531472 |
| 2022-11-01 | 165.167660301048 |
| 2022-12-01 | 164.744635295567 |
| 2023-01-01 | 166.227933139976 |
| 2023-02-01 | 166.261584010473 |
| 2023-03-01 | 166.744733531276 |
| 2023-04-01 | 166.749937611016 |
| 2023-05-01 | 167.168283081053 |
| 2023-06-01 | 167.567649348574 |
| 2023-07-01 | 168.065847997238 |
| 2023-08-01 | 168.145622889616 |
| 2023-09-01 | 169.550739268478 |
| 2023-10-01 | 168.360710198202 |
| 2023-11-01 | 168.785002000851 |
| 2023-12-01 | 169.030413706477 |
| 2024-01-01 | 167.790106981965 |
| 2024-02-01 | 168.373776678691 |
| 2024-03-01 | 168.849703743330 |
| 2024-04-01 | 169.160339480716 |
| 2024-05-01 | 169.602269021997 |
| 2024-06-01 | 169.316191083533 |
| 2024-07-01 | 169.057992297154 |
| 2024-08-01 | 169.137593243709 |
| 2024-09-01 | 169.163590656463 |
| 2024-10-01 | 169.418530277165 |
| 2024-11-01 | 169.409936848828 |
| 2024-12-01 | 170.858316143181 |
| 2025-01-01 | 168.472711778629 |
| 2025-02-01 | 168.925975397579 |
| 2025-03-01 | 169.535852823696 |
| 2025-04-01 | 169.952244092403 |
| 2025-05-01 | 170.346062793915 |
| 2025-06-01 | 170.503687475717 |
| 2025-07-01 | 170.944466594542 |
| 2025-08-01 | 171.713008414717 |
| 2025-09-01 | 172.703978182917 |
| 2025-10-01 | 173.745996293555 |
| 2025-11-01 | 177.125213669220 |
| 2025-12-01 | 175.257435158532 |
| 2026-01-01 | 177.371333102008 |