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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 114.890702420126 |
| 1990-02-01 | 114.207139317697 |
| 1990-03-01 | 114.672092143821 |
| 1990-04-01 | 112.921334176597 |
| 1990-05-01 | 111.859160598059 |
| 1990-06-01 | 111.751080495047 |
| 1990-07-01 | 114.315017545630 |
| 1990-08-01 | 114.440540421826 |
| 1990-09-01 | 114.739431261237 |
| 1990-10-01 | 115.376224033848 |
| 1990-11-01 | 114.538724322838 |
| 1990-12-01 | 114.755856370921 |
| 1991-01-01 | 114.058416452775 |
| 1991-02-01 | 114.187684238453 |
| 1991-03-01 | 114.019359822395 |
| 1991-04-01 | 114.349969130948 |
| 1991-05-01 | 113.653324033178 |
| 1991-06-01 | 113.866634823211 |
| 1991-07-01 | 112.770037576882 |
| 1991-08-01 | 113.302808597718 |
| 1991-09-01 | 112.953060262252 |
| 1991-10-01 | 112.172942319649 |
| 1991-11-01 | 112.895842836053 |
| 1991-12-01 | 113.087336334815 |
| 1992-01-01 | 113.941287016787 |
| 1992-02-01 | 113.949696450588 |
| 1992-03-01 | 114.128873029041 |
| 1992-04-01 | 113.227541647093 |
| 1992-05-01 | 113.211466921830 |
| 1992-06-01 | 112.715749196521 |
| 1992-07-01 | 114.356888313234 |
| 1992-08-01 | 114.402283077373 |
| 1992-09-01 | 115.422741536122 |
| 1992-10-01 | 117.855036503223 |
| 1992-11-01 | 117.471660816358 |
| 1992-12-01 | 116.421062733268 |
| 1993-01-01 | 112.660613316283 |
| 1993-02-01 | 112.872783173521 |
| 1993-03-01 | 111.638849824847 |
| 1993-04-01 | 113.247800859993 |
| 1993-05-01 | 113.621731192026 |
| 1993-06-01 | 113.663800860619 |
| 1993-07-01 | 113.202857433544 |
| 1993-08-01 | 113.017477337292 |
| 1993-09-01 | 112.758901042281 |
| 1993-10-01 | 112.435578600860 |
| 1993-11-01 | 112.229555669255 |
| 1993-12-01 | 113.285022380204 |
| 1994-01-01 | 109.078717833423 |
| 1994-02-01 | 109.375246943058 |
| 1994-03-01 | 109.679284673671 |
| 1994-04-01 | 110.700737904150 |
| 1994-05-01 | 110.898132285651 |
| 1994-06-01 | 110.846237636057 |
| 1994-07-01 | 110.330165576297 |
| 1994-08-01 | 110.422920792868 |
| 1994-09-01 | 109.571213654141 |
| 1994-10-01 | 109.364236005684 |
| 1994-11-01 | 109.263319563807 |
| 1994-12-01 | 109.952078433679 |
| 1995-01-01 | 111.126404442745 |
| 1995-02-01 | 111.140526830098 |
| 1995-03-01 | 111.738765979915 |
| 1995-04-01 | 112.919939848425 |
| 1995-05-01 | 112.398666619816 |
| 1995-06-01 | 112.510905012684 |
| 1995-07-01 | 112.604428559023 |
| 1995-08-01 | 112.397357967797 |
| 1995-09-01 | 113.908541817380 |
| 1995-10-01 | 114.549539331324 |
| 1995-11-01 | 114.481982164207 |
| 1995-12-01 | 113.103082199885 |
| 1996-01-01 | 113.244524352435 |
| 1996-02-01 | 114.360436649996 |
| 1996-03-01 | 114.736200044990 |
| 1996-04-01 | 112.881800104168 |
| 1996-05-01 | 112.825432392887 |
| 1996-06-01 | 112.996796893505 |
| 1996-07-01 | 113.520371424464 |
| 1996-08-01 | 113.452252571553 |
| 1996-09-01 | 113.124036402647 |
| 1996-10-01 | 113.145430478525 |
| 1996-11-01 | 113.404194834199 |
| 1996-12-01 | 114.066347884521 |
| 1997-01-01 | 114.483571912294 |
| 1997-02-01 | 114.298246310565 |
| 1997-03-01 | 114.457047938268 |
| 1997-04-01 | 114.217805697486 |
| 1997-05-01 | 114.258736918629 |
| 1997-06-01 | 114.112948379765 |
| 1997-07-01 | 114.247906624554 |
| 1997-08-01 | 114.082164349093 |
| 1997-09-01 | 114.638050942284 |
| 1997-10-01 | 114.196756839139 |
| 1997-11-01 | 114.217989830532 |
| 1997-12-01 | 113.507872351949 |
| 1998-01-01 | 113.101905740763 |
| 1998-02-01 | 113.395492338816 |
| 1998-03-01 | 113.080368228314 |
| 1998-04-01 | 112.045351921533 |
| 1998-05-01 | 111.979793227841 |
| 1998-06-01 | 111.812765123070 |
| 1998-07-01 | 111.666352922516 |
| 1998-08-01 | 111.669955670252 |
| 1998-09-01 | 111.819720804766 |
| 1998-10-01 | 112.308641753856 |
| 1998-11-01 | 112.367563240581 |
| 1998-12-01 | 113.335332491031 |
| 1999-01-01 | 112.165844848920 |
| 1999-02-01 | 113.261369598666 |
| 1999-03-01 | 113.481209312297 |
| 1999-04-01 | 114.909333289419 |
| 1999-05-01 | 115.041815931159 |
| 1999-06-01 | 115.647238675244 |
| 1999-07-01 | 116.015611115471 |
| 1999-08-01 | 114.859788333936 |
| 1999-09-01 | 113.570675338519 |
| 1999-10-01 | 114.110137159338 |
| 1999-11-01 | 113.876578558088 |
| 1999-12-01 | 114.545093582684 |
| 2000-01-01 | 115.110597899616 |
| 2000-02-01 | 114.339674367393 |
| 2000-03-01 | 115.962199448311 |
| 2000-04-01 | 116.630702460166 |
| 2000-05-01 | 116.789505717030 |
| 2000-06-01 | 117.170171486526 |
| 2000-07-01 | 117.643628017754 |
| 2000-08-01 | 117.981512152457 |
| 2000-09-01 | 118.134779166771 |
| 2000-10-01 | 118.201390156243 |
| 2000-11-01 | 118.437829251563 |
| 2000-12-01 | 118.402133192299 |
| 2001-01-01 | 118.942288750486 |
| 2001-02-01 | 119.431404019169 |
| 2001-03-01 | 119.295003217167 |
| 2001-04-01 | 119.377932346044 |
| 2001-05-01 | 119.344985493359 |
| 2001-06-01 | 119.807650406658 |
| 2001-07-01 | 120.224055643960 |
| 2001-08-01 | 120.027536105193 |
| 2001-09-01 | 119.991084130613 |
| 2001-10-01 | 120.317076695858 |
| 2001-11-01 | 121.334744843497 |
| 2001-12-01 | 121.005715546563 |
| 2002-01-01 | 120.886228949448 |
| 2002-02-01 | 121.365592000956 |
| 2002-03-01 | 121.613070957695 |
| 2002-04-01 | 121.627878253316 |
| 2002-05-01 | 122.398346863352 |
| 2002-06-01 | 122.394463778552 |
| 2002-07-01 | 122.590503626073 |
| 2002-08-01 | 122.835992692037 |
| 2002-09-01 | 122.639184081050 |
| 2002-10-01 | 122.953894956395 |
| 2002-11-01 | 122.758764390003 |
| 2002-12-01 | 122.124937086055 |
| 2003-01-01 | 122.776908402746 |
| 2003-02-01 | 121.518493691295 |
| 2003-03-01 | 121.647661766431 |
| 2003-04-01 | 121.934588145457 |
| 2003-05-01 | 121.541292409445 |
| 2003-06-01 | 121.763873374279 |
| 2003-07-01 | 121.895237093061 |
| 2003-08-01 | 121.942811144795 |
| 2003-09-01 | 122.471882714631 |
| 2003-10-01 | 122.973349007253 |
| 2003-11-01 | 122.714725089917 |
| 2003-12-01 | 122.956402385715 |
| 2004-01-01 | 122.401771835197 |
| 2004-02-01 | 122.341303899237 |
| 2004-03-01 | 122.663454517696 |
| 2004-04-01 | 122.372049237777 |
| 2004-05-01 | 122.743233788336 |
| 2004-06-01 | 122.378965163317 |
| 2004-07-01 | 122.521162536204 |
| 2004-08-01 | 122.869998342074 |
| 2004-09-01 | 123.711616028219 |
| 2004-10-01 | 124.075688824263 |
| 2004-11-01 | 124.785193127161 |
| 2004-12-01 | 125.459243199441 |
| 2005-01-01 | 125.466335142345 |
| 2005-02-01 | 125.876196011980 |
| 2005-03-01 | 125.389030127136 |
| 2005-04-01 | 126.850447127501 |
| 2005-05-01 | 127.250589252039 |
| 2005-06-01 | 127.605896778236 |
| 2005-07-01 | 127.380014671498 |
| 2005-08-01 | 127.801449915771 |
| 2005-09-01 | 128.512715746876 |
| 2005-10-01 | 127.013201138406 |
| 2005-11-01 | 127.808436269215 |
| 2005-12-01 | 127.969944870004 |
| 2006-01-01 | 128.832717193266 |
| 2006-02-01 | 129.344816543281 |
| 2006-03-01 | 129.897560907763 |
| 2006-04-01 | 130.365679945794 |
| 2006-05-01 | 129.558299102825 |
| 2006-06-01 | 129.563455905135 |
| 2006-07-01 | 129.814753078877 |
| 2006-08-01 | 129.756646492168 |
| 2006-09-01 | 129.665687135418 |
| 2006-10-01 | 129.555665259625 |
| 2006-11-01 | 129.945602500819 |
| 2006-12-01 | 130.097573211726 |
| 2007-01-01 | 131.478806238585 |
| 2007-02-01 | 130.728738354653 |
| 2007-03-01 | 130.525707272010 |
| 2007-04-01 | 130.357878262924 |
| 2007-05-01 | 130.519162154474 |
| 2007-06-01 | 130.985781495297 |
| 2007-07-01 | 131.403678864038 |
| 2007-08-01 | 131.942244592477 |
| 2007-09-01 | 131.645186380812 |
| 2007-10-01 | 132.379190832544 |
| 2007-11-01 | 132.883294917538 |
| 2007-12-01 | 133.630632072883 |
| 2008-01-01 | 133.718472256235 |
| 2008-02-01 | 134.329392623251 |
| 2008-03-01 | 134.272350540161 |
| 2008-04-01 | 134.824206383381 |
| 2008-05-01 | 134.743963642180 |
| 2008-06-01 | 134.717257201483 |
| 2008-07-01 | 134.557561077704 |
| 2008-08-01 | 134.321536592148 |
| 2008-09-01 | 134.633475221179 |
| 2008-10-01 | 135.020382574455 |
| 2008-11-01 | 134.712030649564 |
| 2008-12-01 | 134.592014452326 |
| 2009-01-01 | 133.236877241905 |
| 2009-02-01 | 134.215647459680 |
| 2009-03-01 | 134.246242271720 |
| 2009-04-01 | 134.027127744072 |
| 2009-05-01 | 134.444829772187 |
| 2009-06-01 | 134.527017286349 |
| 2009-07-01 | 134.973892471585 |
| 2009-08-01 | 134.793303502425 |
| 2009-09-01 | 134.693432105531 |
| 2009-10-01 | 134.526346147536 |
| 2009-11-01 | 133.526940948041 |
| 2009-12-01 | 133.565220982380 |
| 2010-01-01 | 134.913369206298 |
| 2010-02-01 | 134.444367002134 |
| 2010-03-01 | 134.342969705617 |
| 2010-04-01 | 135.868934733208 |
| 2010-05-01 | 136.107797313156 |
| 2010-06-01 | 136.095741819685 |
| 2010-07-01 | 135.871916700624 |
| 2010-08-01 | 136.421467038787 |
| 2010-09-01 | 136.541512549090 |
| 2010-10-01 | 136.819321859986 |
| 2010-11-01 | 137.268291332801 |
| 2010-12-01 | 136.817379436854 |
| 2011-01-01 | 136.090805810050 |
| 2011-02-01 | 136.741184285381 |
| 2011-03-01 | 137.196108783214 |
| 2011-04-01 | 137.020651409136 |
| 2011-05-01 | 136.901875966697 |
| 2011-06-01 | 137.109255686447 |
| 2011-07-01 | 137.013799632191 |
| 2011-08-01 | 137.088992171409 |
| 2011-09-01 | 137.476684389294 |
| 2011-10-01 | 137.065944731063 |
| 2011-11-01 | 137.650333492924 |
| 2011-12-01 | 137.962667062788 |
| 2012-01-01 | 138.566294242950 |
| 2012-02-01 | 139.381486222458 |
| 2012-03-01 | 139.975769494618 |
| 2012-04-01 | 139.220517192493 |
| 2012-05-01 | 138.542030881864 |
| 2012-06-01 | 139.678393283788 |
| 2012-07-01 | 140.357542951389 |
| 2012-08-01 | 140.766239036788 |
| 2012-09-01 | 141.219709682405 |
| 2012-10-01 | 141.759239127860 |
| 2012-11-01 | 142.037708975945 |
| 2012-12-01 | 143.139960314012 |
| 2013-01-01 | 143.635431604989 |
| 2013-02-01 | 143.707489032010 |
| 2013-03-01 | 143.374043619714 |
| 2013-04-01 | 144.300789455639 |
| 2013-05-01 | 144.998483522542 |
| 2013-06-01 | 145.414344120341 |
| 2013-07-01 | 145.812651417671 |
| 2013-08-01 | 145.952713319705 |
| 2013-09-01 | 146.182780580446 |
| 2013-10-01 | 146.697818495209 |
| 2013-11-01 | 146.913028146644 |
| 2013-12-01 | 146.587903438688 |
| 2014-01-01 | 146.427816014273 |
| 2014-02-01 | 146.036896615840 |
| 2014-03-01 | 146.759942078456 |
| 2014-04-01 | 147.426649168119 |
| 2014-05-01 | 147.446695810169 |
| 2014-06-01 | 147.671761543326 |
| 2014-07-01 | 147.880047917138 |
| 2014-08-01 | 148.036803097451 |
| 2014-09-01 | 147.954631236870 |
| 2014-10-01 | 147.870616237461 |
| 2014-11-01 | 148.016598744832 |
| 2014-12-01 | 148.255817081037 |
| 2015-01-01 | 148.487969512509 |
| 2015-02-01 | 148.321547236173 |
| 2015-03-01 | 147.805346024326 |
| 2015-04-01 | 148.707789984887 |
| 2015-05-01 | 149.649990112279 |
| 2015-06-01 | 149.631574599078 |
| 2015-07-01 | 149.833175018558 |
| 2015-08-01 | 150.194115124771 |
| 2015-09-01 | 150.718143108923 |
| 2015-10-01 | 151.148311462853 |
| 2015-11-01 | 151.563592077601 |
| 2015-12-01 | 151.862272717754 |
| 2016-01-01 | 152.022619353482 |
| 2016-02-01 | 152.132423892790 |
| 2016-03-01 | 152.491271514793 |
| 2016-04-01 | 153.557493328622 |
| 2016-05-01 | 152.898890760245 |
| 2016-06-01 | 152.867827595522 |
| 2016-07-01 | 153.117944855012 |
| 2016-08-01 | 153.391958193155 |
| 2016-09-01 | 153.697116812468 |
| 2016-10-01 | 153.988671446094 |
| 2016-11-01 | 154.695180496380 |
| 2016-12-01 | 153.613532982746 |
| 2017-01-01 | 154.883985050515 |
| 2017-02-01 | 155.605044302730 |
| 2017-03-01 | 156.447480673280 |
| 2017-04-01 | 156.384393302545 |
| 2017-05-01 | 156.182807142374 |
| 2017-06-01 | 156.742360226847 |
| 2017-07-01 | 156.940762605747 |
| 2017-08-01 | 157.514814823799 |
| 2017-09-01 | 157.797648387024 |
| 2017-10-01 | 157.967361657220 |
| 2017-11-01 | 158.004282905614 |
| 2017-12-01 | 158.275081737518 |
| 2018-01-01 | 158.577349799549 |
| 2018-02-01 | 158.707217489649 |
| 2018-03-01 | 158.646075187569 |
| 2018-04-01 | 158.529087911559 |
| 2018-05-01 | 158.666156448166 |
| 2018-06-01 | 158.639153041866 |
| 2018-07-01 | 158.102888110581 |
| 2018-08-01 | 158.682648387945 |
| 2018-09-01 | 159.110342616152 |
| 2018-10-01 | 159.435947045983 |
| 2018-11-01 | 159.258326698887 |
| 2018-12-01 | 160.035238961793 |
| 2019-01-01 | 159.991268538750 |
| 2019-02-01 | 160.202479408050 |
| 2019-03-01 | 160.789811847201 |
| 2019-04-01 | 161.850647033557 |
| 2019-05-01 | 161.580891296847 |
| 2019-06-01 | 161.482088952793 |
| 2019-07-01 | 162.173057622656 |
| 2019-08-01 | 162.034848822428 |
| 2019-09-01 | 162.297037574024 |
| 2019-10-01 | 162.518402084546 |
| 2019-11-01 | 162.908397770305 |
| 2019-12-01 | 163.187091170394 |
| 2020-01-01 | 164.316131841095 |
| 2020-02-01 | 164.821736974493 |
| 2020-03-01 | 160.979076205140 |
| 2020-04-01 | 106.834082569018 |
| 2020-05-01 | 121.171136467859 |
| 2020-06-01 | 134.479394161725 |
| 2020-07-01 | 141.315101919192 |
| 2020-08-01 | 142.368627196541 |
| 2020-09-01 | 147.942119520397 |
| 2020-10-01 | 150.048580372590 |
| 2020-11-01 | 150.178669620245 |
| 2020-12-01 | 149.978010078422 |
| 2021-01-01 | 150.890094933047 |
| 2021-02-01 | 151.397324839301 |
| 2021-03-01 | 152.010998283101 |
| 2021-04-01 | 151.834196810546 |
| 2021-05-01 | 151.597629620695 |
| 2021-06-01 | 153.698548437685 |
| 2021-07-01 | 155.991427882417 |
| 2021-08-01 | 155.396586075399 |
| 2021-09-01 | 156.023586681231 |
| 2021-10-01 | 157.423223290208 |
| 2021-11-01 | 158.207314115531 |
| 2021-12-01 | 159.769268868832 |
| 2022-01-01 | 160.170673454506 |
| 2022-02-01 | 161.731743237627 |
| 2022-03-01 | 161.580430109286 |
| 2022-04-01 | 163.039820610780 |
| 2022-05-01 | 163.183334008048 |
| 2022-06-01 | 164.631630657644 |
| 2022-07-01 | 165.364357328521 |
| 2022-08-01 | 165.535945435996 |
| 2022-09-01 | 165.595912274797 |
| 2022-10-01 | 165.105683669262 |
| 2022-11-01 | 165.137451170424 |
| 2022-12-01 | 164.483043743750 |
| 2023-01-01 | 166.398852362204 |
| 2023-02-01 | 166.253658961960 |
| 2023-03-01 | 166.778204871468 |
| 2023-04-01 | 166.771919503690 |
| 2023-05-01 | 167.233268761717 |
| 2023-06-01 | 167.628465810875 |
| 2023-07-01 | 168.118127666471 |
| 2023-08-01 | 168.162079731528 |
| 2023-09-01 | 169.533850136828 |
| 2023-10-01 | 168.292741472059 |
| 2023-11-01 | 168.666353042562 |
| 2023-12-01 | 168.692298389803 |
| 2024-01-01 | 168.051928110087 |
| 2024-02-01 | 168.340790000527 |
| 2024-03-01 | 168.881836786929 |
| 2024-04-01 | 169.169249491888 |
| 2024-05-01 | 169.719212023350 |
| 2024-06-01 | 169.462968533730 |
| 2024-07-01 | 169.162161895350 |
| 2024-08-01 | 169.182345981578 |
| 2024-09-01 | 169.133739745896 |
| 2024-10-01 | 169.297121506717 |
| 2024-11-01 | 169.201132806530 |
| 2024-12-01 | 170.464366459217 |
| 2025-01-01 | 168.729814282190 |
| 2025-02-01 | 168.840591042412 |
| 2025-03-01 | 169.620398122873 |
| 2025-04-01 | 169.921659070059 |
| 2025-05-01 | 170.528787837346 |
| 2025-06-01 | 170.750090258836 |
| 2025-07-01 | 171.107695272962 |
| 2025-08-01 | 171.789079592846 |
| 2025-09-01 | 172.667487194852 |
| 2025-10-01 | 173.582802914163 |
| 2025-11-01 | 176.843046364747 |
| 2025-12-01 | 174.833489227403 |
| 2026-01-01 | 177.463388140831 |
| 2026-02-01 | 177.178729623287 |
| 2026-03-01 | 174.893463195639 |
| 2026-04-01 | 175.695579559942 |
| 2026-05-01 | 174.500767439567 |