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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 114.890300896344 |
| 1990-02-01 | 114.206658693074 |
| 1990-03-01 | 114.672010160262 |
| 1990-04-01 | 112.920993425047 |
| 1990-05-01 | 111.859186120494 |
| 1990-06-01 | 111.751293613381 |
| 1990-07-01 | 114.315265446691 |
| 1990-08-01 | 114.440740455210 |
| 1990-09-01 | 114.739664982463 |
| 1990-10-01 | 115.376462748764 |
| 1990-11-01 | 114.538301833329 |
| 1990-12-01 | 114.756470775707 |
| 1991-01-01 | 114.057880539154 |
| 1991-02-01 | 114.187247034419 |
| 1991-03-01 | 114.019260498608 |
| 1991-04-01 | 114.349745181064 |
| 1991-05-01 | 113.653358658395 |
| 1991-06-01 | 113.866906579428 |
| 1991-07-01 | 112.770292926452 |
| 1991-08-01 | 113.302986559200 |
| 1991-09-01 | 112.953257882137 |
| 1991-10-01 | 112.173114985007 |
| 1991-11-01 | 112.895150681078 |
| 1991-12-01 | 113.087766263362 |
| 1992-01-01 | 113.941002742540 |
| 1992-02-01 | 113.949474819366 |
| 1992-03-01 | 114.128808327796 |
| 1992-04-01 | 113.227452250064 |
| 1992-05-01 | 113.211520730919 |
| 1992-06-01 | 112.716057811308 |
| 1992-07-01 | 114.357089909399 |
| 1992-08-01 | 114.402420179514 |
| 1992-09-01 | 115.422865800371 |
| 1992-10-01 | 117.855088701526 |
| 1992-11-01 | 117.470662044634 |
| 1992-12-01 | 116.421290556068 |
| 1993-01-01 | 112.660596578407 |
| 1993-02-01 | 112.872836784375 |
| 1993-03-01 | 111.638945356418 |
| 1993-04-01 | 113.247748366286 |
| 1993-05-01 | 113.621864224627 |
| 1993-06-01 | 113.664077556390 |
| 1993-07-01 | 113.203032497545 |
| 1993-08-01 | 113.017630920869 |
| 1993-09-01 | 112.758864246829 |
| 1993-10-01 | 112.435407634244 |
| 1993-11-01 | 112.228774581363 |
| 1993-12-01 | 113.284208378816 |
| 1994-01-01 | 109.079411964456 |
| 1994-02-01 | 109.375650055500 |
| 1994-03-01 | 109.679529641247 |
| 1994-04-01 | 110.700557439698 |
| 1994-05-01 | 110.898333082125 |
| 1994-06-01 | 110.846463011809 |
| 1994-07-01 | 110.330290491730 |
| 1994-08-01 | 110.423200464467 |
| 1994-09-01 | 109.571102643927 |
| 1994-10-01 | 109.363881579872 |
| 1994-11-01 | 109.262610462502 |
| 1994-12-01 | 109.950931944274 |
| 1995-01-01 | 111.127096305545 |
| 1995-02-01 | 111.141243770031 |
| 1995-03-01 | 111.739389531669 |
| 1995-04-01 | 112.919694047038 |
| 1995-05-01 | 112.398701412404 |
| 1995-06-01 | 112.510828536802 |
| 1995-07-01 | 112.604378659531 |
| 1995-08-01 | 112.397844800371 |
| 1995-09-01 | 113.908596387039 |
| 1995-10-01 | 114.549214946448 |
| 1995-11-01 | 114.481279837666 |
| 1995-12-01 | 113.101526989093 |
| 1996-01-01 | 113.245253402057 |
| 1996-02-01 | 114.361729631965 |
| 1996-03-01 | 114.737455397217 |
| 1996-04-01 | 112.881746875980 |
| 1996-05-01 | 112.824620693729 |
| 1996-06-01 | 112.995844774142 |
| 1996-07-01 | 113.519883453528 |
| 1996-08-01 | 113.452719145719 |
| 1996-09-01 | 113.124541602158 |
| 1996-10-01 | 113.146261716752 |
| 1996-11-01 | 113.405284941724 |
| 1996-12-01 | 114.060082727082 |
| 1997-01-01 | 114.485212395444 |
| 1997-02-01 | 114.299729033544 |
| 1997-03-01 | 114.465744797741 |
| 1997-04-01 | 114.213088493489 |
| 1997-05-01 | 114.259231761366 |
| 1997-06-01 | 114.105702027612 |
| 1997-07-01 | 114.248680833781 |
| 1997-08-01 | 114.083081275229 |
| 1997-09-01 | 114.638499847868 |
| 1997-10-01 | 114.197225238455 |
| 1997-11-01 | 114.226731201514 |
| 1997-12-01 | 113.494742964369 |
| 1998-01-01 | 113.103726527319 |
| 1998-02-01 | 113.397012171469 |
| 1998-03-01 | 113.096454277334 |
| 1998-04-01 | 112.035670460460 |
| 1998-05-01 | 111.981610782497 |
| 1998-06-01 | 111.799446725309 |
| 1998-07-01 | 111.668629137504 |
| 1998-08-01 | 111.671410954690 |
| 1998-09-01 | 111.820023787330 |
| 1998-10-01 | 112.308621994126 |
| 1998-11-01 | 112.384027728488 |
| 1998-12-01 | 113.315341069138 |
| 1999-01-01 | 112.167614127622 |
| 1999-02-01 | 113.262338453474 |
| 1999-03-01 | 113.504052064711 |
| 1999-04-01 | 114.894351878188 |
| 1999-05-01 | 115.046108916867 |
| 1999-06-01 | 115.629217517893 |
| 1999-07-01 | 116.019753822344 |
| 1999-08-01 | 114.862255596094 |
| 1999-09-01 | 113.571785823951 |
| 1999-10-01 | 114.110102986762 |
| 1999-11-01 | 113.888749089808 |
| 1999-12-01 | 114.530585711665 |
| 2000-01-01 | 115.111067280812 |
| 2000-02-01 | 114.340727171663 |
| 2000-03-01 | 115.978094760045 |
| 2000-04-01 | 116.620664496254 |
| 2000-05-01 | 116.792175119695 |
| 2000-06-01 | 117.158231250489 |
| 2000-07-01 | 117.646395363633 |
| 2000-08-01 | 117.984004317209 |
| 2000-09-01 | 118.137513660575 |
| 2000-10-01 | 118.204136331944 |
| 2000-11-01 | 118.434042336869 |
| 2000-12-01 | 118.396632476765 |
| 2001-01-01 | 118.943484072943 |
| 2001-02-01 | 119.432579851873 |
| 2001-03-01 | 119.303550593138 |
| 2001-04-01 | 119.373420243152 |
| 2001-05-01 | 119.346774389436 |
| 2001-06-01 | 119.802224966075 |
| 2001-07-01 | 120.225621125539 |
| 2001-08-01 | 120.029746789470 |
| 2001-09-01 | 119.994970814907 |
| 2001-10-01 | 120.322205759518 |
| 2001-11-01 | 121.314924403468 |
| 2001-12-01 | 121.009350080717 |
| 2002-01-01 | 120.888380685785 |
| 2002-02-01 | 121.367136979652 |
| 2002-03-01 | 121.614553490851 |
| 2002-04-01 | 121.629276073758 |
| 2002-05-01 | 122.398827184197 |
| 2002-06-01 | 122.394628092303 |
| 2002-07-01 | 122.590906889523 |
| 2002-08-01 | 122.837370686757 |
| 2002-09-01 | 122.641697302698 |
| 2002-10-01 | 122.957316240493 |
| 2002-11-01 | 122.740618070605 |
| 2002-12-01 | 122.127837571298 |
| 2003-01-01 | 122.778967439606 |
| 2003-02-01 | 121.520006996421 |
| 2003-03-01 | 121.649118264042 |
| 2003-04-01 | 121.936182030991 |
| 2003-05-01 | 121.542208087853 |
| 2003-06-01 | 121.764239712681 |
| 2003-07-01 | 121.895724178540 |
| 2003-08-01 | 121.943528345698 |
| 2003-09-01 | 122.472747939021 |
| 2003-10-01 | 122.974283525021 |
| 2003-11-01 | 122.704856941962 |
| 2003-12-01 | 122.957361070101 |
| 2004-01-01 | 122.402818762404 |
| 2004-02-01 | 122.342474815165 |
| 2004-03-01 | 122.664693401892 |
| 2004-04-01 | 122.373252656831 |
| 2004-05-01 | 122.743890590576 |
| 2004-06-01 | 122.379066757040 |
| 2004-07-01 | 122.521422200033 |
| 2004-08-01 | 122.870165817593 |
| 2004-09-01 | 123.711277668035 |
| 2004-10-01 | 124.074740990878 |
| 2004-11-01 | 124.784011449054 |
| 2004-12-01 | 125.458432208335 |
| 2005-01-01 | 125.466301531871 |
| 2005-02-01 | 125.876844547816 |
| 2005-03-01 | 125.389821230454 |
| 2005-04-01 | 126.850916796291 |
| 2005-05-01 | 127.250839287448 |
| 2005-06-01 | 127.605928685596 |
| 2005-07-01 | 127.379974860857 |
| 2005-08-01 | 127.801379413396 |
| 2005-09-01 | 128.512570172234 |
| 2005-10-01 | 127.012946989271 |
| 2005-11-01 | 127.808144744439 |
| 2005-12-01 | 127.969757381210 |
| 2006-01-01 | 128.832729005850 |
| 2006-02-01 | 129.345000772446 |
| 2006-03-01 | 129.897777386202 |
| 2006-04-01 | 130.365803915269 |
| 2006-05-01 | 129.558349261415 |
| 2006-06-01 | 129.563433328208 |
| 2006-07-01 | 129.814690806142 |
| 2006-08-01 | 129.756587238044 |
| 2006-09-01 | 129.665655286605 |
| 2006-10-01 | 129.555656438553 |
| 2006-11-01 | 129.945605268639 |
| 2006-12-01 | 130.097580835143 |
| 2007-01-01 | 131.478813191864 |
| 2007-02-01 | 130.728742703182 |
| 2007-03-01 | 130.525709184723 |
| 2007-04-01 | 130.357878924230 |
| 2007-05-01 | 130.519162288054 |
| 2007-06-01 | 130.985781438336 |
| 2007-07-01 | 131.403678923918 |
| 2007-08-01 | 131.942244791223 |
| 2007-09-01 | 131.645186690150 |
| 2007-10-01 | 132.379190914937 |
| 2007-11-01 | 132.883294905196 |
| 2007-12-01 | 133.630631914961 |
| 2008-01-01 | 133.718470334125 |
| 2008-02-01 | 134.329392726060 |
| 2008-03-01 | 134.272351511119 |
| 2008-04-01 | 134.824206636043 |
| 2008-05-01 | 134.743963894773 |
| 2008-06-01 | 134.717257393300 |
| 2008-07-01 | 134.557561302313 |
| 2008-08-01 | 134.321536851844 |
| 2008-09-01 | 134.633475372444 |
| 2008-10-01 | 135.020382576298 |
| 2008-11-01 | 134.712030549608 |
| 2008-12-01 | 134.592014174314 |
| 2009-01-01 | 133.236873454470 |
| 2009-02-01 | 134.215647768869 |
| 2009-03-01 | 134.246244381455 |
| 2009-04-01 | 134.027128475415 |
| 2009-05-01 | 134.444830454478 |
| 2009-06-01 | 134.527017701525 |
| 2009-07-01 | 134.973892690606 |
| 2009-08-01 | 134.793303729698 |
| 2009-09-01 | 134.693432159091 |
| 2009-10-01 | 134.526346277910 |
| 2009-11-01 | 133.526941085715 |
| 2009-12-01 | 133.565220371149 |
| 2010-01-01 | 134.913362952262 |
| 2010-02-01 | 134.444365762403 |
| 2010-03-01 | 134.342975005455 |
| 2010-04-01 | 135.868933454428 |
| 2010-05-01 | 136.107802356794 |
| 2010-06-01 | 136.095741245486 |
| 2010-07-01 | 135.871916087623 |
| 2010-08-01 | 136.421466593614 |
| 2010-09-01 | 136.541512554884 |
| 2010-10-01 | 136.819322811746 |
| 2010-11-01 | 137.268292420178 |
| 2010-12-01 | 136.817379110272 |
| 2011-01-01 | 136.090800537286 |
| 2011-02-01 | 136.741181579015 |
| 2011-03-01 | 137.196112284320 |
| 2011-04-01 | 137.020647458802 |
| 2011-05-01 | 136.901884262326 |
| 2011-06-01 | 137.109252682728 |
| 2011-07-01 | 137.013796836473 |
| 2011-08-01 | 137.088991119304 |
| 2011-09-01 | 137.476685512341 |
| 2011-10-01 | 137.065947638148 |
| 2011-11-01 | 137.650338844615 |
| 2011-12-01 | 137.962674016200 |
| 2012-01-01 | 138.566300029616 |
| 2012-02-01 | 139.381468107991 |
| 2012-03-01 | 139.975773762118 |
| 2012-04-01 | 139.220507011698 |
| 2012-05-01 | 138.542036524381 |
| 2012-06-01 | 139.678384522742 |
| 2012-07-01 | 140.357536717002 |
| 2012-08-01 | 140.766235874894 |
| 2012-09-01 | 141.219710801420 |
| 2012-10-01 | 141.759244234712 |
| 2012-11-01 | 142.037717837708 |
| 2012-12-01 | 143.139978486614 |
| 2013-01-01 | 143.635457277129 |
| 2013-02-01 | 143.707472679496 |
| 2013-03-01 | 143.374053805424 |
| 2013-04-01 | 144.300795281538 |
| 2013-05-01 | 144.998419471689 |
| 2013-06-01 | 145.414327192220 |
| 2013-07-01 | 145.812633020574 |
| 2013-08-01 | 145.952707589440 |
| 2013-09-01 | 146.182803310779 |
| 2013-10-01 | 146.697884607389 |
| 2013-11-01 | 146.913100024843 |
| 2013-12-01 | 146.587950236724 |
| 2014-01-01 | 146.427827049637 |
| 2014-02-01 | 146.036811434450 |
| 2014-03-01 | 146.759834573326 |
| 2014-04-01 | 147.426437613485 |
| 2014-05-01 | 147.446581135712 |
| 2014-06-01 | 147.671878080009 |
| 2014-07-01 | 147.880221754142 |
| 2014-08-01 | 148.036947251463 |
| 2014-09-01 | 147.954680646992 |
| 2014-10-01 | 147.870645617962 |
| 2014-11-01 | 148.017030006718 |
| 2014-12-01 | 148.255946426130 |
| 2015-01-01 | 148.487871995975 |
| 2015-02-01 | 148.321047915215 |
| 2015-03-01 | 147.805122103664 |
| 2015-04-01 | 148.706620181135 |
| 2015-05-01 | 149.649548732503 |
| 2015-06-01 | 149.632135361621 |
| 2015-07-01 | 149.834147048811 |
| 2015-08-01 | 150.194879964677 |
| 2015-09-01 | 150.718350178316 |
| 2015-10-01 | 151.148221556979 |
| 2015-11-01 | 151.564335280403 |
| 2015-12-01 | 151.862810614996 |
| 2016-01-01 | 152.022489243068 |
| 2016-02-01 | 152.131106919064 |
| 2016-03-01 | 152.490627103501 |
| 2016-04-01 | 153.554684375164 |
| 2016-05-01 | 152.896763578734 |
| 2016-06-01 | 152.866585089092 |
| 2016-07-01 | 153.127347390599 |
| 2016-08-01 | 153.391268324168 |
| 2016-09-01 | 153.696106999411 |
| 2016-10-01 | 153.988176020113 |
| 2016-11-01 | 154.696457403898 |
| 2016-12-01 | 153.614123468997 |
| 2017-01-01 | 154.884137607254 |
| 2017-02-01 | 155.604607000777 |
| 2017-03-01 | 156.449131178645 |
| 2017-04-01 | 156.372124339471 |
| 2017-05-01 | 156.181417916314 |
| 2017-06-01 | 156.740540648885 |
| 2017-07-01 | 156.958741793817 |
| 2017-08-01 | 157.512476065566 |
| 2017-09-01 | 157.795532496361 |
| 2017-10-01 | 157.966199803427 |
| 2017-11-01 | 158.004716455760 |
| 2017-12-01 | 158.275590130884 |
| 2018-01-01 | 158.578446380426 |
| 2018-02-01 | 158.708714724137 |
| 2018-03-01 | 158.650327486529 |
| 2018-04-01 | 158.509440563187 |
| 2018-05-01 | 158.666976611567 |
| 2018-06-01 | 158.633909301539 |
| 2018-07-01 | 158.128317448815 |
| 2018-08-01 | 158.678090852392 |
| 2018-09-01 | 159.107258587607 |
| 2018-10-01 | 159.432459532629 |
| 2018-11-01 | 159.257024516363 |
| 2018-12-01 | 160.035728804623 |
| 2019-01-01 | 159.993793134087 |
| 2019-02-01 | 160.208034894517 |
| 2019-03-01 | 160.799294775289 |
| 2019-04-01 | 161.822110428720 |
| 2019-05-01 | 161.589029993188 |
| 2019-06-01 | 161.478367506095 |
| 2019-07-01 | 162.189335492734 |
| 2019-08-01 | 162.031643802228 |
| 2019-09-01 | 162.294571941143 |
| 2019-10-01 | 162.511620730784 |
| 2019-11-01 | 162.904425921015 |
| 2019-12-01 | 163.188561456301 |
| 2020-01-01 | 164.319089224802 |
| 2020-02-01 | 164.826269659217 |
| 2020-03-01 | 160.998711043121 |
| 2020-04-01 | 106.810739621244 |
| 2020-05-01 | 121.180836004807 |
| 2020-06-01 | 134.474325757570 |
| 2020-07-01 | 141.320773349489 |
| 2020-08-01 | 142.364923209870 |
| 2020-09-01 | 147.938107406079 |
| 2020-10-01 | 150.038101206255 |
| 2020-11-01 | 150.173351501407 |
| 2020-12-01 | 149.982380177477 |
| 2021-01-01 | 150.893280373611 |
| 2021-02-01 | 151.400493592196 |
| 2021-03-01 | 152.041354515901 |
| 2021-04-01 | 151.815533198612 |
| 2021-05-01 | 151.606847142357 |
| 2021-06-01 | 153.697166351939 |
| 2021-07-01 | 155.988694044961 |
| 2021-08-01 | 155.395728330613 |
| 2021-09-01 | 155.998149366009 |
| 2021-10-01 | 157.416072150095 |
| 2021-11-01 | 158.203200643806 |
| 2021-12-01 | 159.773674981702 |
| 2022-01-01 | 160.182690125636 |
| 2022-02-01 | 161.732877184196 |
| 2022-03-01 | 161.620892155481 |
| 2022-04-01 | 163.033590740036 |
| 2022-05-01 | 163.186506936465 |
| 2022-06-01 | 164.627335552877 |
| 2022-07-01 | 165.357764203521 |
| 2022-08-01 | 165.531157616321 |
| 2022-09-01 | 165.544976059778 |
| 2022-10-01 | 165.100877217065 |
| 2022-11-01 | 165.135571111931 |
| 2022-12-01 | 164.489372439987 |
| 2023-01-01 | 166.429946332681 |
| 2023-02-01 | 166.260319622043 |
| 2023-03-01 | 166.824257194639 |
| 2023-04-01 | 166.781540654805 |
| 2023-05-01 | 167.233538167905 |
| 2023-06-01 | 167.614722867540 |
| 2023-07-01 | 168.098200038510 |
| 2023-08-01 | 168.147364051615 |
| 2023-09-01 | 169.455723730027 |
| 2023-10-01 | 168.287860467284 |
| 2023-11-01 | 168.662854420609 |
| 2023-12-01 | 168.701360753882 |
| 2024-01-01 | 168.110818779073 |
| 2024-02-01 | 168.361189018078 |
| 2024-03-01 | 168.933204532749 |
| 2024-04-01 | 169.249437399898 |
| 2024-05-01 | 169.705160667490 |
| 2024-06-01 | 169.394599739511 |
| 2024-07-01 | 169.111926757169 |
| 2024-08-01 | 169.146196356484 |
| 2024-09-01 | 169.063124295193 |
| 2024-10-01 | 169.281451177888 |
| 2024-11-01 | 169.192806942724 |
| 2024-12-01 | 170.479848560313 |
| 2025-01-01 | 168.801947864732 |
| 2025-02-01 | 168.879002691204 |
| 2025-03-01 | 169.683042647929 |
| 2025-04-01 | 170.085662426332 |
| 2025-05-01 | 170.542112805729 |
| 2025-06-01 | 170.582484907848 |
| 2025-07-01 | 171.025209725127 |
| 2025-08-01 | 171.733930463530 |
| 2025-09-01 | 172.606753954456 |
| 2025-10-01 | 173.557575418347 |
| 2025-11-01 | 176.828532539818 |
| 2025-12-01 | 174.853133282795 |
| 2026-01-01 | 177.537068204444 |
| 2026-02-01 | 177.234398531475 |
| 2026-03-01 | 174.959455276331 |
| 2026-04-01 | 175.954669664321 |
| 2026-05-01 | 174.750968408936 |
| 2026-06-01 | 176.505037295199 |