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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 PM 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 | 114.890954768110 |
| 1990-02-01 | 114.207427503971 |
| 1990-03-01 | 114.672545968056 |
| 1990-04-01 | 112.921518283095 |
| 1990-05-01 | 111.859369505014 |
| 1990-06-01 | 111.751209411737 |
| 1990-07-01 | 114.314951680647 |
| 1990-08-01 | 114.440325836752 |
| 1990-09-01 | 114.739074725449 |
| 1990-10-01 | 115.375805463005 |
| 1990-11-01 | 114.538536705479 |
| 1990-12-01 | 114.755399905432 |
| 1991-01-01 | 114.058803574840 |
| 1991-02-01 | 114.188082450238 |
| 1991-03-01 | 114.019796154409 |
| 1991-04-01 | 114.350222265460 |
| 1991-05-01 | 113.653536461148 |
| 1991-06-01 | 113.866777811558 |
| 1991-07-01 | 112.769981204328 |
| 1991-08-01 | 113.302552451754 |
| 1991-09-01 | 112.952618951750 |
| 1991-10-01 | 112.172402287414 |
| 1991-11-01 | 112.895665187988 |
| 1991-12-01 | 113.086417531387 |
| 1992-01-01 | 113.942065212554 |
| 1992-02-01 | 113.950331833076 |
| 1992-03-01 | 114.129338248071 |
| 1992-04-01 | 113.227874572380 |
| 1992-05-01 | 113.211685467967 |
| 1992-06-01 | 112.715883346350 |
| 1992-07-01 | 114.356814761507 |
| 1992-08-01 | 114.401982257131 |
| 1992-09-01 | 115.422212659155 |
| 1992-10-01 | 117.854367290247 |
| 1992-11-01 | 117.471510071189 |
| 1992-12-01 | 116.419669613518 |
| 1993-01-01 | 112.661787697359 |
| 1993-02-01 | 112.873664750034 |
| 1993-03-01 | 111.639375643555 |
| 1993-04-01 | 113.248059298971 |
| 1993-05-01 | 113.621967515198 |
| 1993-06-01 | 113.663889289026 |
| 1993-07-01 | 113.202749952323 |
| 1993-08-01 | 113.017227386063 |
| 1993-09-01 | 112.758379273085 |
| 1993-10-01 | 112.434915049438 |
| 1993-11-01 | 112.229436514380 |
| 1993-12-01 | 113.283331286688 |
| 1994-01-01 | 109.079980785499 |
| 1994-02-01 | 109.376270377419 |
| 1994-03-01 | 109.679827885939 |
| 1994-04-01 | 110.700776396082 |
| 1994-05-01 | 110.898353553841 |
| 1994-06-01 | 110.846323058058 |
| 1994-07-01 | 110.330102465957 |
| 1994-08-01 | 110.422880337658 |
| 1994-09-01 | 109.570834042409 |
| 1994-10-01 | 109.363645078412 |
| 1994-11-01 | 109.263018717650 |
| 1994-12-01 | 109.950495817770 |
| 1995-01-01 | 111.127294148532 |
| 1995-02-01 | 111.141714004360 |
| 1995-03-01 | 111.739526370655 |
| 1995-04-01 | 112.919801414550 |
| 1995-05-01 | 112.398660476958 |
| 1995-06-01 | 112.510747634764 |
| 1995-07-01 | 112.604264018957 |
| 1995-08-01 | 112.397613379187 |
| 1995-09-01 | 113.908527507710 |
| 1995-10-01 | 114.549200737250 |
| 1995-11-01 | 114.481370700942 |
| 1995-12-01 | 113.101523569162 |
| 1996-01-01 | 113.245103741723 |
| 1996-02-01 | 114.362098234476 |
| 1996-03-01 | 114.737497758980 |
| 1996-04-01 | 112.881761720127 |
| 1996-05-01 | 112.824571888237 |
| 1996-06-01 | 112.995810326157 |
| 1996-07-01 | 113.519844203475 |
| 1996-08-01 | 113.452594025851 |
| 1996-09-01 | 113.124533614024 |
| 1996-10-01 | 113.146277881523 |
| 1996-11-01 | 113.405324948458 |
| 1996-12-01 | 114.059983020464 |
| 1997-01-01 | 114.485190509539 |
| 1997-02-01 | 114.299986643267 |
| 1997-03-01 | 114.465751654412 |
| 1997-04-01 | 114.213073590905 |
| 1997-05-01 | 114.259199721523 |
| 1997-06-01 | 114.105674369184 |
| 1997-07-01 | 114.248654475062 |
| 1997-08-01 | 114.083020542356 |
| 1997-09-01 | 114.638502411274 |
| 1997-10-01 | 114.197236329967 |
| 1997-11-01 | 114.226741542080 |
| 1997-12-01 | 113.494698823359 |
| 1998-01-01 | 113.103718660149 |
| 1998-02-01 | 113.397149920415 |
| 1998-03-01 | 113.096461493592 |
| 1998-04-01 | 112.035654176622 |
| 1998-05-01 | 111.981597516337 |
| 1998-06-01 | 111.799427720482 |
| 1998-07-01 | 111.668606861494 |
| 1998-08-01 | 111.671396042292 |
| 1998-09-01 | 111.820020362501 |
| 1998-10-01 | 112.308616905830 |
| 1998-11-01 | 112.384019954357 |
| 1998-12-01 | 113.315354527024 |
| 1999-01-01 | 112.167625020979 |
| 1999-02-01 | 113.262360383878 |
| 1999-03-01 | 113.504060413509 |
| 1999-04-01 | 114.894357834647 |
| 1999-05-01 | 115.046103191630 |
| 1999-06-01 | 115.629204329588 |
| 1999-07-01 | 116.019744377416 |
| 1999-08-01 | 114.862249068770 |
| 1999-09-01 | 113.571784907629 |
| 1999-10-01 | 114.110102852861 |
| 1999-11-01 | 113.888746343723 |
| 1999-12-01 | 114.530596129139 |
| 2000-01-01 | 115.111070542491 |
| 2000-02-01 | 114.340733974125 |
| 2000-03-01 | 115.978091560744 |
| 2000-04-01 | 116.620664253025 |
| 2000-05-01 | 116.792173177031 |
| 2000-06-01 | 117.158227420935 |
| 2000-07-01 | 117.646393830033 |
| 2000-08-01 | 117.984003566771 |
| 2000-09-01 | 118.137514985592 |
| 2000-10-01 | 118.204137480062 |
| 2000-11-01 | 118.434041066830 |
| 2000-12-01 | 118.396637614821 |
| 2001-01-01 | 118.943484129126 |
| 2001-02-01 | 119.432580621192 |
| 2001-03-01 | 119.303546376877 |
| 2001-04-01 | 119.373419077206 |
| 2001-05-01 | 119.346774328290 |
| 2001-06-01 | 119.802224874211 |
| 2001-07-01 | 120.225621942248 |
| 2001-08-01 | 120.029747357733 |
| 2001-09-01 | 119.994971711910 |
| 2001-10-01 | 120.322206223395 |
| 2001-11-01 | 121.314923426091 |
| 2001-12-01 | 121.009350654135 |
| 2002-01-01 | 120.888380851039 |
| 2002-02-01 | 121.367136922607 |
| 2002-03-01 | 121.614552849511 |
| 2002-04-01 | 121.629275489305 |
| 2002-05-01 | 122.398826940578 |
| 2002-06-01 | 122.394628180990 |
| 2002-07-01 | 122.590907229394 |
| 2002-08-01 | 122.837371010433 |
| 2002-09-01 | 122.641697522876 |
| 2002-10-01 | 122.957316498657 |
| 2002-11-01 | 122.740617817918 |
| 2002-12-01 | 122.127837609820 |
| 2003-01-01 | 122.778967412628 |
| 2003-02-01 | 121.520006658505 |
| 2003-03-01 | 121.649118251240 |
| 2003-04-01 | 121.936181960364 |
| 2003-05-01 | 121.542208062139 |
| 2003-06-01 | 121.764239760229 |
| 2003-07-01 | 121.895724298329 |
| 2003-08-01 | 121.943528455054 |
| 2003-09-01 | 122.472747993203 |
| 2003-10-01 | 122.974283689044 |
| 2003-11-01 | 122.704856785669 |
| 2003-12-01 | 122.957361031934 |
| 2004-01-01 | 122.402818698931 |
| 2004-02-01 | 122.342474598665 |
| 2004-03-01 | 122.664693476729 |
| 2004-04-01 | 122.373252710774 |
| 2004-05-01 | 122.743890631999 |
| 2004-06-01 | 122.379066781541 |
| 2004-07-01 | 122.521422221568 |
| 2004-08-01 | 122.870165829333 |
| 2004-09-01 | 123.711277642765 |
| 2004-10-01 | 124.074741076958 |
| 2004-11-01 | 124.784011445661 |
| 2004-12-01 | 125.458432194501 |
| 2005-01-01 | 125.466301492611 |
| 2005-02-01 | 125.876844419412 |
| 2005-03-01 | 125.389821253171 |
| 2005-04-01 | 126.850916808041 |
| 2005-05-01 | 127.250839314748 |
| 2005-06-01 | 127.605928710841 |
| 2005-07-01 | 127.379974883427 |
| 2005-08-01 | 127.801379430251 |
| 2005-09-01 | 128.512570146068 |
| 2005-10-01 | 127.012947027403 |
| 2005-11-01 | 127.808144756643 |
| 2005-12-01 | 127.969757367982 |
| 2006-01-01 | 128.832728980743 |
| 2006-02-01 | 129.345000741609 |
| 2006-03-01 | 129.897777364405 |
| 2006-04-01 | 130.365803882784 |
| 2006-05-01 | 129.558349256090 |
| 2006-06-01 | 129.563433333023 |
| 2006-07-01 | 129.814690832029 |
| 2006-08-01 | 129.756587291433 |
| 2006-09-01 | 129.665655357183 |
| 2006-10-01 | 129.555656514714 |
| 2006-11-01 | 129.945605311444 |
| 2006-12-01 | 130.097580791597 |
| 2007-01-01 | 131.478813030804 |
| 2007-02-01 | 130.728742593222 |
| 2007-03-01 | 130.525709116523 |
| 2007-04-01 | 130.357878886358 |
| 2007-05-01 | 130.519162281650 |
| 2007-06-01 | 130.985781449343 |
| 2007-07-01 | 131.403679020797 |
| 2007-08-01 | 131.942244969147 |
| 2007-09-01 | 131.645186960983 |
| 2007-10-01 | 132.379191105693 |
| 2007-11-01 | 132.883295036292 |
| 2007-12-01 | 133.630631790320 |
| 2008-01-01 | 133.718469553732 |
| 2008-02-01 | 134.329392541741 |
| 2008-03-01 | 134.272351238302 |
| 2008-04-01 | 134.824206727831 |
| 2008-05-01 | 134.743964031272 |
| 2008-06-01 | 134.717257490524 |
| 2008-07-01 | 134.557561606204 |
| 2008-08-01 | 134.321537330788 |
| 2008-09-01 | 134.633475814260 |
| 2008-10-01 | 135.020382830395 |
| 2008-11-01 | 134.712030922052 |
| 2008-12-01 | 134.592014489810 |
| 2009-01-01 | 133.236869398844 |
| 2009-02-01 | 134.215648403062 |
| 2009-03-01 | 134.246244601640 |
| 2009-04-01 | 134.027129119135 |
| 2009-05-01 | 134.444831013570 |
| 2009-06-01 | 134.527018154294 |
| 2009-07-01 | 134.973893218422 |
| 2009-08-01 | 134.793304264776 |
| 2009-09-01 | 134.693432301157 |
| 2009-10-01 | 134.526345973463 |
| 2009-11-01 | 133.526940990305 |
| 2009-12-01 | 133.565220776241 |
| 2010-01-01 | 134.913355972553 |
| 2010-02-01 | 134.444367849555 |
| 2010-03-01 | 134.342977155355 |
| 2010-04-01 | 135.868934909934 |
| 2010-05-01 | 136.107803837520 |
| 2010-06-01 | 136.095741956698 |
| 2010-07-01 | 135.871916918260 |
| 2010-08-01 | 136.421467323663 |
| 2010-09-01 | 136.541511914054 |
| 2010-10-01 | 136.819320437206 |
| 2010-11-01 | 137.268289794906 |
| 2010-12-01 | 136.817377684883 |
| 2011-01-01 | 136.090789463196 |
| 2011-02-01 | 136.741183602741 |
| 2011-03-01 | 137.196125275410 |
| 2011-04-01 | 137.020650634197 |
| 2011-05-01 | 136.901888152395 |
| 2011-06-01 | 137.109255130648 |
| 2011-07-01 | 137.013798762633 |
| 2011-08-01 | 137.088991131198 |
| 2011-09-01 | 137.476682582288 |
| 2011-10-01 | 137.065941803956 |
| 2011-11-01 | 137.650329091941 |
| 2011-12-01 | 137.962661616838 |
| 2012-01-01 | 138.566279010149 |
| 2012-02-01 | 139.381477156763 |
| 2012-03-01 | 139.975791681770 |
| 2012-04-01 | 139.220514834424 |
| 2012-05-01 | 138.542052630201 |
| 2012-06-01 | 139.678400753753 |
| 2012-07-01 | 140.357555690780 |
| 2012-08-01 | 140.766249745453 |
| 2012-09-01 | 141.219706639056 |
| 2012-10-01 | 141.759219079876 |
| 2012-11-01 | 142.037676639217 |
| 2012-12-01 | 143.139928999953 |
| 2013-01-01 | 143.635407903300 |
| 2013-02-01 | 143.707473793063 |
| 2013-03-01 | 143.374101987457 |
| 2013-04-01 | 144.300788826804 |
| 2013-05-01 | 144.998533017591 |
| 2013-06-01 | 145.414369165659 |
| 2013-07-01 | 145.812696653592 |
| 2013-08-01 | 145.952751962704 |
| 2013-09-01 | 146.182770020680 |
| 2013-10-01 | 146.697746676613 |
| 2013-11-01 | 146.912915367605 |
| 2013-12-01 | 146.587805019612 |
| 2014-01-01 | 146.427780346278 |
| 2014-02-01 | 146.036916739775 |
| 2014-03-01 | 146.760088487014 |
| 2014-04-01 | 147.426667980191 |
| 2014-05-01 | 147.446791038148 |
| 2014-06-01 | 147.671800708733 |
| 2014-07-01 | 147.880081632466 |
| 2014-08-01 | 148.036840155150 |
| 2014-09-01 | 147.954657118183 |
| 2014-10-01 | 147.870637551836 |
| 2014-11-01 | 148.016048638830 |
| 2014-12-01 | 148.255739132696 |
| 2015-01-01 | 148.488060490603 |
| 2015-02-01 | 148.321596587039 |
| 2015-03-01 | 147.805799496487 |
| 2015-04-01 | 148.707711756752 |
| 2015-05-01 | 149.650028184355 |
| 2015-06-01 | 149.631552787165 |
| 2015-07-01 | 149.833154094473 |
| 2015-08-01 | 150.194109852869 |
| 2015-09-01 | 150.718178971462 |
| 2015-10-01 | 151.148431346018 |
| 2015-11-01 | 151.562615320167 |
| 2015-12-01 | 151.862273993174 |
| 2016-01-01 | 152.022963538596 |
| 2016-02-01 | 152.132651556791 |
| 2016-03-01 | 152.492064259514 |
| 2016-04-01 | 153.557407230570 |
| 2016-05-01 | 152.898953035500 |
| 2016-06-01 | 152.867908110585 |
| 2016-07-01 | 153.117018582178 |
| 2016-08-01 | 153.391883831039 |
| 2016-09-01 | 153.696981105770 |
| 2016-10-01 | 153.988829362341 |
| 2016-11-01 | 154.693915537088 |
| 2016-12-01 | 153.613740247805 |
| 2017-01-01 | 154.884823154258 |
| 2017-02-01 | 155.606073698431 |
| 2017-03-01 | 156.449751742524 |
| 2017-04-01 | 156.381727071922 |
| 2017-05-01 | 156.183977451550 |
| 2017-06-01 | 156.742990298870 |
| 2017-07-01 | 156.938811681523 |
| 2017-08-01 | 157.514253428222 |
| 2017-09-01 | 157.796890830478 |
| 2017-10-01 | 157.966903238747 |
| 2017-11-01 | 158.003038958121 |
| 2017-12-01 | 158.275210282035 |
| 2018-01-01 | 158.578683808128 |
| 2018-02-01 | 158.709570391629 |
| 2018-03-01 | 158.650011182729 |
| 2018-04-01 | 158.525003540945 |
| 2018-05-01 | 158.669641867318 |
| 2018-06-01 | 158.640619414652 |
| 2018-07-01 | 158.098088846425 |
| 2018-08-01 | 158.680990915100 |
| 2018-09-01 | 159.108655884381 |
| 2018-10-01 | 159.433794953483 |
| 2018-11-01 | 159.257270741375 |
| 2018-12-01 | 160.035146554555 |
| 2019-01-01 | 159.993279340160 |
| 2019-02-01 | 160.207088179915 |
| 2019-03-01 | 160.797169611359 |
| 2019-04-01 | 161.843262755464 |
| 2019-05-01 | 161.587941453353 |
| 2019-06-01 | 161.484460135367 |
| 2019-07-01 | 162.165971997458 |
| 2019-08-01 | 162.031535158712 |
| 2019-09-01 | 162.293901518274 |
| 2019-10-01 | 162.513717659973 |
| 2019-11-01 | 162.907230930738 |
| 2019-12-01 | 163.186783399968 |
| 2020-01-01 | 164.317561482464 |
| 2020-02-01 | 164.825064757019 |
| 2020-03-01 | 160.997155007355 |
| 2020-04-01 | 106.826060753778 |
| 2020-05-01 | 121.178366286124 |
| 2020-06-01 | 134.481558947736 |
| 2020-07-01 | 141.305714904401 |
| 2020-08-01 | 142.363426082695 |
| 2020-09-01 | 147.937332550881 |
| 2020-10-01 | 150.041875105836 |
| 2020-11-01 | 150.177621680859 |
| 2020-12-01 | 149.978718493684 |
| 2021-01-01 | 150.890764362146 |
| 2021-02-01 | 151.398672335079 |
| 2021-03-01 | 152.039494892148 |
| 2021-04-01 | 151.824448689303 |
| 2021-05-01 | 151.603095049960 |
| 2021-06-01 | 153.700292566064 |
| 2021-07-01 | 155.984234541610 |
| 2021-08-01 | 155.392397639000 |
| 2021-09-01 | 156.008887571285 |
| 2021-10-01 | 157.417719881114 |
| 2021-11-01 | 158.205170575854 |
| 2021-12-01 | 159.768592300054 |
| 2022-01-01 | 160.174304518672 |
| 2022-02-01 | 161.730056385302 |
| 2022-03-01 | 161.619787915249 |
| 2022-04-01 | 163.037151395563 |
| 2022-05-01 | 163.187795608917 |
| 2022-06-01 | 164.631579420390 |
| 2022-07-01 | 165.356096439445 |
| 2022-08-01 | 165.527967225368 |
| 2022-09-01 | 165.567764459660 |
| 2022-10-01 | 165.099153435001 |
| 2022-11-01 | 165.132677528989 |
| 2022-12-01 | 164.479809569992 |
| 2023-01-01 | 166.409535637866 |
| 2023-02-01 | 166.249644025916 |
| 2023-03-01 | 166.825647685192 |
| 2023-04-01 | 166.793181736865 |
| 2023-05-01 | 167.248226918604 |
| 2023-06-01 | 167.626367086025 |
| 2023-07-01 | 168.101003657198 |
| 2023-08-01 | 168.141095432376 |
| 2023-09-01 | 169.486472665291 |
| 2023-10-01 | 168.279724595247 |
| 2023-11-01 | 168.651750280154 |
| 2023-12-01 | 168.678467417025 |
| 2024-01-01 | 168.065780159225 |
| 2024-02-01 | 168.335572950687 |
| 2024-03-01 | 168.940340696262 |
| 2024-04-01 | 169.273310967445 |
| 2024-05-01 | 169.741597457703 |
| 2024-06-01 | 169.490054546462 |
| 2024-07-01 | 169.081427037942 |
| 2024-08-01 | 169.128728624487 |
| 2024-09-01 | 169.083309735442 |
| 2024-10-01 | 169.275740335665 |
| 2024-11-01 | 169.170616977751 |
| 2024-12-01 | 170.429128751195 |
| 2025-01-01 | 168.723824045838 |
| 2025-02-01 | 168.825758793867 |
| 2025-03-01 | 169.689426828232 |
| 2025-04-01 | 170.124314813402 |
| 2025-05-01 | 170.614858879604 |
| 2025-06-01 | 170.814693093609 |
| 2025-07-01 | 170.947353591149 |
| 2025-08-01 | 171.697784983366 |
| 2025-09-01 | 172.613152122360 |
| 2025-10-01 | 173.552078560237 |
| 2025-11-01 | 176.791818638401 |
| 2025-12-01 | 174.770625569118 |
| 2026-01-01 | 177.426170399168 |
| 2026-02-01 | 177.156924083295 |
| 2026-03-01 | 174.959787415319 |
| 2026-04-01 | 175.999201937253 |
| 2026-05-01 | 174.855116224562 |
| 2026-06-01 | 176.406653377179 |
| 2026-07-01 | 177.582760876511 |