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 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 | 114.8907138065 |
| 1990-02-01 | 114.2071449613 |
| 1990-03-01 | 114.6723266349 |
| 1990-04-01 | 112.9213264995 |
| 1990-05-01 | 111.8592896561 |
| 1990-06-01 | 111.7512256326 |
| 1990-07-01 | 114.3150622258 |
| 1990-08-01 | 114.4404836802 |
| 1990-09-01 | 114.7393039522 |
| 1990-10-01 | 115.3760625959 |
| 1990-11-01 | 114.5384745122 |
| 1990-12-01 | 114.7557986147 |
| 1991-01-01 | 114.0584606624 |
| 1991-02-01 | 114.1877678330 |
| 1991-03-01 | 114.0195783408 |
| 1991-04-01 | 114.3500403193 |
| 1991-05-01 | 113.6534582047 |
| 1991-06-01 | 113.8668076063 |
| 1991-07-01 | 112.7700902799 |
| 1991-08-01 | 113.3027205471 |
| 1991-09-01 | 112.9528720528 |
| 1991-10-01 | 112.1726888452 |
| 1991-11-01 | 112.8955084438 |
| 1991-12-01 | 113.0869504674 |
| 1992-01-01 | 113.9416407655 |
| 1992-02-01 | 113.9499888037 |
| 1992-03-01 | 114.1291196813 |
| 1992-04-01 | 113.2277038597 |
| 1992-05-01 | 113.2116110878 |
| 1992-06-01 | 112.7159291377 |
| 1992-07-01 | 114.3569132720 |
| 1992-08-01 | 114.4021556214 |
| 1992-09-01 | 115.4224783607 |
| 1992-10-01 | 117.8546683671 |
| 1992-11-01 | 117.4712392125 |
| 1992-12-01 | 116.4203359649 |
| 1993-01-01 | 112.6612848484 |
| 1993-02-01 | 112.8733094054 |
| 1993-03-01 | 111.6391848379 |
| 1993-04-01 | 113.2479326339 |
| 1993-05-01 | 113.6219120117 |
| 1993-06-01 | 113.6639439729 |
| 1993-07-01 | 113.2028540549 |
| 1993-08-01 | 113.0173846653 |
| 1993-09-01 | 112.7585883817 |
| 1993-10-01 | 112.4351395252 |
| 1993-11-01 | 112.2292255425 |
| 1993-12-01 | 113.2837755828 |
| 1994-01-01 | 109.0796771838 |
| 1994-02-01 | 109.3759697622 |
| 1994-03-01 | 109.6796765978 |
| 1994-04-01 | 110.7006976856 |
| 1994-05-01 | 110.8983276813 |
| 1994-06-01 | 110.8463672306 |
| 1994-07-01 | 110.3301786892 |
| 1994-08-01 | 110.4229997124 |
| 1994-09-01 | 109.5709604976 |
| 1994-10-01 | 109.3637681883 |
| 1994-11-01 | 109.2628886520 |
| 1994-12-01 | 109.9507683809 |
| 1995-01-01 | 111.1271513192 |
| 1995-02-01 | 111.1414714736 |
| 1995-03-01 | 111.7394328587 |
| 1995-04-01 | 112.9197799273 |
| 1995-05-01 | 112.3986583789 |
| 1995-06-01 | 112.5107746711 |
| 1995-07-01 | 112.6043142513 |
| 1995-08-01 | 112.3976898486 |
| 1995-09-01 | 113.9085717793 |
| 1995-10-01 | 114.5492269627 |
| 1995-11-01 | 114.4813418307 |
| 1995-12-01 | 113.1016236208 |
| 1996-01-01 | 113.2451166561 |
| 1996-02-01 | 114.3619068132 |
| 1996-03-01 | 114.7374517937 |
| 1996-04-01 | 112.8817713021 |
| 1996-05-01 | 112.8245801859 |
| 1996-06-01 | 112.9958226598 |
| 1996-07-01 | 113.5198649632 |
| 1996-08-01 | 113.4526311982 |
| 1996-09-01 | 113.1245438565 |
| 1996-10-01 | 113.1462794460 |
| 1996-11-01 | 113.4053129821 |
| 1996-12-01 | 114.0600695138 |
| 1997-01-01 | 114.4851900677 |
| 1997-02-01 | 114.2998645475 |
| 1997-03-01 | 114.4657312473 |
| 1997-04-01 | 114.2130855304 |
| 1997-05-01 | 114.2592071606 |
| 1997-06-01 | 114.1056840219 |
| 1997-07-01 | 114.2486660694 |
| 1997-08-01 | 114.0830364535 |
| 1997-09-01 | 114.6385024285 |
| 1997-10-01 | 114.1972335573 |
| 1997-11-01 | 114.2267390800 |
| 1997-12-01 | 113.4947447808 |
| 1998-01-01 | 113.1037189840 |
| 1998-02-01 | 113.3970884750 |
| 1998-03-01 | 113.0964505038 |
| 1998-04-01 | 112.0356572351 |
| 1998-05-01 | 111.9816017701 |
| 1998-06-01 | 111.7994350450 |
| 1998-07-01 | 111.6686152943 |
| 1998-08-01 | 111.6714003424 |
| 1998-09-01 | 111.8200206455 |
| 1998-10-01 | 112.3086189739 |
| 1998-11-01 | 112.3840243259 |
| 1998-12-01 | 113.3153602288 |
| 1999-01-01 | 112.1676214138 |
| 1999-02-01 | 113.2623517561 |
| 1999-03-01 | 113.5040509982 |
| 1999-04-01 | 114.8943528467 |
| 1999-05-01 | 115.0461049406 |
| 1999-06-01 | 115.6292096431 |
| 1999-07-01 | 116.0197480844 |
| 1999-08-01 | 114.8622512178 |
| 1999-09-01 | 113.5717853333 |
| 1999-10-01 | 114.1101029400 |
| 1999-11-01 | 113.8887473209 |
| 1999-12-01 | 114.5305985764 |
| 2000-01-01 | 115.1110692106 |
| 2000-02-01 | 114.3407310905 |
| 2000-03-01 | 115.9780887538 |
| 2000-04-01 | 116.6206626010 |
| 2000-05-01 | 116.7921735874 |
| 2000-06-01 | 117.1582293144 |
| 2000-07-01 | 117.6463950294 |
| 2000-08-01 | 117.9840042128 |
| 2000-09-01 | 118.1375148918 |
| 2000-10-01 | 118.2041370878 |
| 2000-11-01 | 118.4340410333 |
| 2000-12-01 | 118.3966385799 |
| 2001-01-01 | 118.9434838649 |
| 2001-02-01 | 119.4325800720 |
| 2001-03-01 | 119.3035460217 |
| 2001-04-01 | 119.3734187251 |
| 2001-05-01 | 119.3467742340 |
| 2001-06-01 | 119.8022252324 |
| 2001-07-01 | 120.2256220844 |
| 2001-08-01 | 120.0297473754 |
| 2001-09-01 | 119.9949716222 |
| 2001-10-01 | 120.3222062475 |
| 2001-11-01 | 121.3149236110 |
| 2001-12-01 | 121.0093508079 |
| 2002-01-01 | 120.8883809513 |
| 2002-02-01 | 121.3671366818 |
| 2002-03-01 | 121.6145527090 |
| 2002-04-01 | 121.6292753624 |
| 2002-05-01 | 122.3988269246 |
| 2002-06-01 | 122.3946282496 |
| 2002-07-01 | 122.5909073200 |
| 2002-08-01 | 122.8373710646 |
| 2002-09-01 | 122.6416975463 |
| 2002-10-01 | 122.9573165083 |
| 2002-11-01 | 122.7406177125 |
| 2002-12-01 | 122.1278376748 |
| 2003-01-01 | 122.7789674380 |
| 2003-02-01 | 121.5200066268 |
| 2003-03-01 | 121.6491182002 |
| 2003-04-01 | 121.9361819331 |
| 2003-05-01 | 121.5422080710 |
| 2003-06-01 | 121.7642397913 |
| 2003-07-01 | 121.8957243345 |
| 2003-08-01 | 121.9435284838 |
| 2003-09-01 | 122.4727480073 |
| 2003-10-01 | 122.9742836673 |
| 2003-11-01 | 122.7048567073 |
| 2003-12-01 | 122.9573610384 |
| 2004-01-01 | 122.4028187058 |
| 2004-02-01 | 122.3424746017 |
| 2004-03-01 | 122.6646934840 |
| 2004-04-01 | 122.3732527248 |
| 2004-05-01 | 122.7438906420 |
| 2004-06-01 | 122.3790667883 |
| 2004-07-01 | 122.5214222280 |
| 2004-08-01 | 122.8701658333 |
| 2004-09-01 | 123.7112776367 |
| 2004-10-01 | 124.0747410489 |
| 2004-11-01 | 124.7840114364 |
| 2004-12-01 | 125.4584321880 |
| 2005-01-01 | 125.4663014967 |
| 2005-02-01 | 125.8768444265 |
| 2005-03-01 | 125.3898212636 |
| 2005-04-01 | 126.8509168214 |
| 2005-05-01 | 127.2508393201 |
| 2005-06-01 | 127.6059287132 |
| 2005-07-01 | 127.3799748832 |
| 2005-08-01 | 127.8013794273 |
| 2005-09-01 | 128.5125701225 |
| 2005-10-01 | 127.0129470083 |
| 2005-11-01 | 127.8081447514 |
| 2005-12-01 | 127.9697573723 |
| 2006-01-01 | 128.8327289970 |
| 2006-02-01 | 129.3450007569 |
| 2006-03-01 | 129.8977773779 |
| 2006-04-01 | 130.3658039013 |
| 2006-05-01 | 129.5583492641 |
| 2006-06-01 | 129.5634333372 |
| 2006-07-01 | 129.8146908228 |
| 2006-08-01 | 129.7565872646 |
| 2006-09-01 | 129.6656552805 |
| 2006-10-01 | 129.5556564782 |
| 2006-11-01 | 129.9456052899 |
| 2006-12-01 | 130.0975808216 |
| 2007-01-01 | 131.4788131380 |
| 2007-02-01 | 130.7287426559 |
| 2007-03-01 | 130.5257091508 |
| 2007-04-01 | 130.3578788972 |
| 2007-05-01 | 130.5191622788 |
| 2007-06-01 | 130.9857814463 |
| 2007-07-01 | 131.4036789703 |
| 2007-08-01 | 131.9422448653 |
| 2007-09-01 | 131.6451867883 |
| 2007-10-01 | 132.3791910325 |
| 2007-11-01 | 132.8832949203 |
| 2007-12-01 | 133.6306318420 |
| 2008-01-01 | 133.7184701561 |
| 2008-02-01 | 134.3293927022 |
| 2008-03-01 | 134.2723512494 |
| 2008-04-01 | 134.8242066292 |
| 2008-05-01 | 134.7439639011 |
| 2008-06-01 | 134.7172573943 |
| 2008-07-01 | 134.5575614574 |
| 2008-08-01 | 134.3215371173 |
| 2008-09-01 | 134.6334755905 |
| 2008-10-01 | 135.0203827335 |
| 2008-11-01 | 134.7120306598 |
| 2008-12-01 | 134.5920144173 |
| 2009-01-01 | 133.2368714302 |
| 2009-02-01 | 134.2156484826 |
| 2009-03-01 | 134.2462444107 |
| 2009-04-01 | 134.0271287228 |
| 2009-05-01 | 134.4448305562 |
| 2009-06-01 | 134.5270177849 |
| 2009-07-01 | 134.9738929404 |
| 2009-08-01 | 134.7933040410 |
| 2009-09-01 | 134.6934321569 |
| 2009-10-01 | 134.5263458927 |
| 2009-11-01 | 133.5269407097 |
| 2009-12-01 | 133.5652207636 |
| 2010-01-01 | 134.9133594404 |
| 2010-02-01 | 134.4443680231 |
| 2010-03-01 | 134.3429767175 |
| 2010-04-01 | 135.8689349587 |
| 2010-05-01 | 136.1078008064 |
| 2010-06-01 | 136.0957418239 |
| 2010-07-01 | 135.8719166136 |
| 2010-08-01 | 136.4214668579 |
| 2010-09-01 | 136.5415116022 |
| 2010-10-01 | 136.8193205289 |
| 2010-11-01 | 137.2682903052 |
| 2010-12-01 | 136.8173788016 |
| 2011-01-01 | 136.0907951424 |
| 2011-02-01 | 136.7411849131 |
| 2011-03-01 | 137.1961240648 |
| 2011-04-01 | 137.0206496242 |
| 2011-05-01 | 136.9018804815 |
| 2011-06-01 | 137.1092535947 |
| 2011-07-01 | 137.0137978082 |
| 2011-08-01 | 137.0889906965 |
| 2011-09-01 | 137.4766827338 |
| 2011-10-01 | 137.0659430100 |
| 2011-11-01 | 137.6503324314 |
| 2011-12-01 | 137.9626669656 |
| 2012-01-01 | 138.5662885003 |
| 2012-02-01 | 139.3814820640 |
| 2012-03-01 | 139.9757889244 |
| 2012-04-01 | 139.2205087902 |
| 2012-05-01 | 138.5420350308 |
| 2012-06-01 | 139.6783935570 |
| 2012-07-01 | 140.3575515480 |
| 2012-08-01 | 140.7662487837 |
| 2012-09-01 | 141.2197089259 |
| 2012-10-01 | 141.7592245736 |
| 2012-11-01 | 142.0376888457 |
| 2012-12-01 | 143.1399464943 |
| 2013-01-01 | 143.6354252227 |
| 2013-02-01 | 143.7074851219 |
| 2013-03-01 | 143.3740941464 |
| 2013-04-01 | 144.3007899612 |
| 2013-05-01 | 144.9984524904 |
| 2013-06-01 | 145.4143677761 |
| 2013-07-01 | 145.8126941588 |
| 2013-08-01 | 145.9527507092 |
| 2013-09-01 | 146.1827756854 |
| 2013-10-01 | 146.6977649906 |
| 2013-11-01 | 146.9129461634 |
| 2013-12-01 | 146.5878391229 |
| 2014-01-01 | 146.4278072765 |
| 2014-02-01 | 146.0369359961 |
| 2014-03-01 | 146.7600815275 |
| 2014-04-01 | 147.4266405301 |
| 2014-05-01 | 147.4466549056 |
| 2014-06-01 | 147.6718057919 |
| 2014-07-01 | 147.8800813738 |
| 2014-08-01 | 148.0368379659 |
| 2014-09-01 | 147.9546582550 |
| 2014-10-01 | 147.8706464847 |
| 2014-11-01 | 148.0161663913 |
| 2014-12-01 | 148.2557868523 |
| 2015-01-01 | 148.4880778612 |
| 2015-02-01 | 148.3216155564 |
| 2015-03-01 | 147.8057810891 |
| 2015-04-01 | 148.7076539134 |
| 2015-05-01 | 149.6498375829 |
| 2015-06-01 | 149.6315680381 |
| 2015-07-01 | 149.8331576545 |
| 2015-08-01 | 150.1941069690 |
| 2015-09-01 | 150.7181780273 |
| 2015-10-01 | 151.1484426199 |
| 2015-11-01 | 151.5628379912 |
| 2015-12-01 | 151.8623544129 |
| 2016-01-01 | 152.0229890022 |
| 2016-02-01 | 152.1326665978 |
| 2016-03-01 | 152.4920058233 |
| 2016-04-01 | 153.5572226490 |
| 2016-05-01 | 152.8987386655 |
| 2016-06-01 | 152.8678474089 |
| 2016-07-01 | 153.1170066150 |
| 2016-08-01 | 153.3919139416 |
| 2016-09-01 | 153.6970451406 |
| 2016-10-01 | 153.9889142531 |
| 2016-11-01 | 154.6943147149 |
| 2016-12-01 | 153.6139281139 |
| 2017-01-01 | 154.8849092933 |
| 2017-02-01 | 155.6060822751 |
| 2017-03-01 | 156.4495501275 |
| 2017-04-01 | 156.3812526947 |
| 2017-05-01 | 156.1835406658 |
| 2017-06-01 | 156.7427345449 |
| 2017-07-01 | 156.9387854782 |
| 2017-08-01 | 157.5144329008 |
| 2017-09-01 | 157.7972039355 |
| 2017-10-01 | 157.9672669725 |
| 2017-11-01 | 158.0036131212 |
| 2017-12-01 | 158.2756535669 |
| 2018-01-01 | 158.5789597892 |
| 2018-02-01 | 158.7095447556 |
| 2018-03-01 | 158.6496045768 |
| 2018-04-01 | 158.5240318071 |
| 2018-05-01 | 158.6686244072 |
| 2018-06-01 | 158.6394034089 |
| 2018-07-01 | 158.0985761260 |
| 2018-08-01 | 158.6813351990 |
| 2018-09-01 | 159.1096249819 |
| 2018-10-01 | 159.4346527385 |
| 2018-11-01 | 159.2580549278 |
| 2018-12-01 | 160.0359343350 |
| 2019-01-01 | 159.9937409502 |
| 2019-02-01 | 160.2070992179 |
| 2019-03-01 | 160.7968355959 |
| 2019-04-01 | 161.8411500162 |
| 2019-05-01 | 161.5857249570 |
| 2019-06-01 | 161.4825977383 |
| 2019-07-01 | 162.1672913334 |
| 2019-08-01 | 162.0319838697 |
| 2019-09-01 | 162.2955109164 |
| 2019-10-01 | 162.5151082671 |
| 2019-11-01 | 162.9082249338 |
| 2019-12-01 | 163.1878816211 |
| 2020-01-01 | 164.3181680968 |
| 2020-02-01 | 164.8250634683 |
| 2020-03-01 | 160.9969060505 |
| 2020-04-01 | 106.8230206122 |
| 2020-05-01 | 121.1751917401 |
| 2020-06-01 | 134.4791930739 |
| 2020-07-01 | 141.3078337945 |
| 2020-08-01 | 142.3638924761 |
| 2020-09-01 | 147.9393721664 |
| 2020-10-01 | 150.0433662096 |
| 2020-11-01 | 150.1782096634 |
| 2020-12-01 | 149.9814385527 |
| 2021-01-01 | 150.8906574599 |
| 2021-02-01 | 151.3982599607 |
| 2021-03-01 | 152.0393018200 |
| 2021-04-01 | 151.8208597399 |
| 2021-05-01 | 151.5995323177 |
| 2021-06-01 | 153.6988731677 |
| 2021-07-01 | 155.9862825344 |
| 2021-08-01 | 155.3932844991 |
| 2021-09-01 | 156.0098345286 |
| 2021-10-01 | 157.4196892905 |
| 2021-11-01 | 158.2062796929 |
| 2021-12-01 | 159.7737556892 |
| 2022-01-01 | 160.1725830727 |
| 2022-02-01 | 161.7291412096 |
| 2022-03-01 | 161.6182113836 |
| 2022-04-01 | 163.0325210620 |
| 2022-05-01 | 163.1829382961 |
| 2022-06-01 | 164.6292660432 |
| 2022-07-01 | 165.3576353057 |
| 2022-08-01 | 165.5312541703 |
| 2022-09-01 | 165.5706919658 |
| 2022-10-01 | 165.1050810761 |
| 2022-11-01 | 165.1373345386 |
| 2022-12-01 | 164.4879761307 |
| 2023-01-01 | 166.4056732095 |
| 2023-02-01 | 166.2430198792 |
| 2023-03-01 | 166.8195478547 |
| 2023-04-01 | 166.7830663466 |
| 2023-05-01 | 167.2376476125 |
| 2023-06-01 | 167.6207575321 |
| 2023-07-01 | 168.1033441360 |
| 2023-08-01 | 168.1520591081 |
| 2023-09-01 | 169.4991448017 |
| 2023-10-01 | 168.2990342530 |
| 2023-11-01 | 168.6671377668 |
| 2023-12-01 | 168.6880547609 |
| 2024-01-01 | 168.0568499488 |
| 2024-02-01 | 168.3137668786 |
| 2024-03-01 | 168.9219557525 |
| 2024-04-01 | 169.2470436433 |
| 2024-05-01 | 169.7288977125 |
| 2024-06-01 | 169.4577414724 |
| 2024-07-01 | 169.0922974509 |
| 2024-08-01 | 169.1693690974 |
| 2024-09-01 | 169.1203789399 |
| 2024-10-01 | 169.3182412799 |
| 2024-11-01 | 169.2037649447 |
| 2024-12-01 | 170.4385487216 |
| 2025-01-01 | 168.7010567242 |
| 2025-02-01 | 168.7722593061 |
| 2025-03-01 | 169.6454373810 |
| 2025-04-01 | 170.0738595059 |
| 2025-05-01 | 170.5972573402 |
| 2025-06-01 | 170.7553147398 |
| 2025-07-01 | 170.9723318277 |
| 2025-08-01 | 171.7996954695 |
| 2025-09-01 | 172.6748870821 |
| 2025-10-01 | 173.6164006153 |
| 2025-11-01 | 176.8400327542 |
| 2025-12-01 | 174.7768687844 |
| 2026-01-01 | 177.3831777028 |
| 2026-02-01 | 177.0708036635 |
| 2026-03-01 | 174.8885345249 |
| 2026-04-01 | 175.9256035829 |
| 2026-05-01 | 174.8398544730 |
| 2026-06-01 | 176.3163549240 |
| 2026-07-01 | 177.2248872305 |
| 2026-08-01 | 177.4363884082 |