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 2026-09-01 |
| Last Updated | 2026-10-20 10:38 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 | 114.8904749803 |
| 1990-02-01 | 114.2068634208 |
| 1990-03-01 | 114.6721522844 |
| 1990-04-01 | 112.9211332103 |
| 1990-05-01 | 111.8592346268 |
| 1990-06-01 | 111.7512704309 |
| 1990-07-01 | 114.3151816421 |
| 1990-08-01 | 114.4406303799 |
| 1990-09-01 | 114.7395083753 |
| 1990-10-01 | 115.3762883669 |
| 1990-11-01 | 114.5383646539 |
| 1990-12-01 | 114.7561859769 |
| 1991-01-01 | 114.0581262009 |
| 1991-02-01 | 114.1874692609 |
| 1991-03-01 | 114.0194025531 |
| 1991-04-01 | 114.3498720390 |
| 1991-05-01 | 113.6534056981 |
| 1991-06-01 | 113.8668713980 |
| 1991-07-01 | 112.7702096926 |
| 1991-08-01 | 113.3028714162 |
| 1991-09-01 | 112.9530885425 |
| 1991-10-01 | 112.1729261943 |
| 1991-11-01 | 112.8952879831 |
| 1991-12-01 | 113.0874085851 |
| 1992-01-01 | 113.9412845660 |
| 1992-02-01 | 113.9497021460 |
| 1992-03-01 | 114.1289486950 |
| 1992-04-01 | 113.2275643025 |
| 1992-05-01 | 113.2115643090 |
| 1992-06-01 | 112.7160103899 |
| 1992-07-01 | 114.3570165988 |
| 1992-08-01 | 114.4023041462 |
| 1992-09-01 | 115.4226929402 |
| 1992-10-01 | 117.8548980120 |
| 1992-11-01 | 117.4708881418 |
| 1992-12-01 | 116.4208615489 |
| 1993-01-01 | 112.6609116557 |
| 1993-02-01 | 112.8730556345 |
| 1993-03-01 | 111.6390588324 |
| 1993-04-01 | 113.2478310069 |
| 1993-05-01 | 113.6218912780 |
| 1993-06-01 | 113.6640267295 |
| 1993-07-01 | 113.2029573477 |
| 1993-08-01 | 113.0175238085 |
| 1993-09-01 | 112.7587362958 |
| 1993-10-01 | 112.4352780617 |
| 1993-11-01 | 112.2289510236 |
| 1993-12-01 | 113.2839788807 |
| 1994-01-01 | 109.0795604276 |
| 1994-02-01 | 109.3758129004 |
| 1994-03-01 | 109.6796076868 |
| 1994-04-01 | 110.7006161506 |
| 1994-05-01 | 110.8983380132 |
| 1994-06-01 | 110.8464254071 |
| 1994-07-01 | 110.3302407472 |
| 1994-08-01 | 110.4231151751 |
| 1994-09-01 | 109.5710321437 |
| 1994-10-01 | 109.3638198928 |
| 1994-11-01 | 109.2627192662 |
| 1994-12-01 | 109.9508193667 |
| 1995-01-01 | 111.1271467879 |
| 1995-02-01 | 111.1413667148 |
| 1995-03-01 | 111.7394245549 |
| 1995-04-01 | 112.9197236501 |
| 1995-05-01 | 112.3986899678 |
| 1995-06-01 | 112.5108069255 |
| 1995-07-01 | 112.6043484586 |
| 1995-08-01 | 112.3977826612 |
| 1995-09-01 | 113.9085787216 |
| 1995-10-01 | 114.5492118851 |
| 1995-11-01 | 114.4813040383 |
| 1995-12-01 | 113.1015290059 |
| 1996-01-01 | 113.2452122819 |
| 1996-02-01 | 114.3618259485 |
| 1996-03-01 | 114.7374657212 |
| 1996-04-01 | 112.8817516242 |
| 1996-05-01 | 112.8246074173 |
| 1996-06-01 | 112.9958356101 |
| 1996-07-01 | 113.5198732304 |
| 1996-08-01 | 113.4526853581 |
| 1996-09-01 | 113.1245397293 |
| 1996-10-01 | 113.1462662800 |
| 1996-11-01 | 113.4052956512 |
| 1996-12-01 | 114.0600576135 |
| 1997-01-01 | 114.4852063404 |
| 1997-02-01 | 114.2997967223 |
| 1997-03-01 | 114.4657460707 |
| 1997-04-01 | 114.2130849104 |
| 1997-05-01 | 114.2592231206 |
| 1997-06-01 | 114.1056946611 |
| 1997-07-01 | 114.2486738796 |
| 1997-08-01 | 114.0830647898 |
| 1997-09-01 | 114.6385005583 |
| 1997-10-01 | 114.1972282371 |
| 1997-11-01 | 114.2267340102 |
| 1997-12-01 | 113.4947320747 |
| 1998-01-01 | 113.1037243733 |
| 1998-02-01 | 113.3970484954 |
| 1998-03-01 | 113.0964559556 |
| 1998-04-01 | 112.0356660717 |
| 1998-05-01 | 111.9816072610 |
| 1998-06-01 | 111.7994416862 |
| 1998-07-01 | 111.6686232015 |
| 1998-08-01 | 111.6714069293 |
| 1998-09-01 | 111.8200228314 |
| 1998-10-01 | 112.3086206396 |
| 1998-11-01 | 112.3840257053 |
| 1998-12-01 | 113.3153449769 |
| 1999-01-01 | 112.1676170390 |
| 1999-02-01 | 113.2623442751 |
| 1999-03-01 | 113.5040540923 |
| 1999-04-01 | 114.8943533884 |
| 1999-05-01 | 115.0461073896 |
| 1999-06-01 | 115.6292140266 |
| 1999-07-01 | 116.0197513112 |
| 1999-08-01 | 114.8622538456 |
| 1999-09-01 | 113.5717855789 |
| 1999-10-01 | 114.1101029511 |
| 1999-11-01 | 113.8887483577 |
| 1999-12-01 | 114.5305886775 |
| 2000-01-01 | 115.1110681463 |
| 2000-02-01 | 114.3407289706 |
| 2000-03-01 | 115.9780937826 |
| 2000-04-01 | 116.6206643799 |
| 2000-05-01 | 116.7921745942 |
| 2000-06-01 | 117.1582302484 |
| 2000-07-01 | 117.6463949748 |
| 2000-08-01 | 117.9840041291 |
| 2000-09-01 | 118.1375140253 |
| 2000-10-01 | 118.2041366383 |
| 2000-11-01 | 118.4340419825 |
| 2000-12-01 | 118.3966339315 |
| 2001-01-01 | 118.9434840810 |
| 2001-02-01 | 119.4325800482 |
| 2001-03-01 | 119.3035494106 |
| 2001-04-01 | 119.3734199096 |
| 2001-05-01 | 119.3467743699 |
| 2001-06-01 | 119.8022249525 |
| 2001-07-01 | 120.2256213564 |
| 2001-08-01 | 120.0297469479 |
| 2001-09-01 | 119.9949710612 |
| 2001-10-01 | 120.3222058890 |
| 2001-11-01 | 121.3149241375 |
| 2001-12-01 | 121.0093502446 |
| 2002-01-01 | 120.8883807347 |
| 2002-02-01 | 121.3671369558 |
| 2002-03-01 | 121.6145533086 |
| 2002-04-01 | 121.6292759077 |
| 2002-05-01 | 122.3988271162 |
| 2002-06-01 | 122.3946281192 |
| 2002-07-01 | 122.5909069868 |
| 2002-08-01 | 122.8373707783 |
| 2002-09-01 | 122.6416973646 |
| 2002-10-01 | 122.9573163125 |
| 2002-11-01 | 122.7406179972 |
| 2002-12-01 | 122.1278375841 |
| 2003-01-01 | 122.7789674330 |
| 2003-02-01 | 121.5200069012 |
| 2003-03-01 | 121.6491182589 |
| 2003-04-01 | 121.9361820105 |
| 2003-05-01 | 121.5422080808 |
| 2003-06-01 | 121.7642397267 |
| 2003-07-01 | 121.8957242129 |
| 2003-08-01 | 121.9435283771 |
| 2003-09-01 | 122.4727479552 |
| 2003-10-01 | 122.9742835701 |
| 2003-11-01 | 122.7048568963 |
| 2003-12-01 | 122.9573610598 |
| 2004-01-01 | 122.4028187450 |
| 2004-02-01 | 122.3424747548 |
| 2004-03-01 | 122.6646934226 |
| 2004-04-01 | 122.3732526718 |
| 2004-05-01 | 122.7438906017 |
| 2004-06-01 | 122.3790667637 |
| 2004-07-01 | 122.5214222064 |
| 2004-08-01 | 122.8701658216 |
| 2004-09-01 | 123.7112776625 |
| 2004-10-01 | 124.0747410142 |
| 2004-11-01 | 124.7840114477 |
| 2004-12-01 | 125.4584322040 |
| 2005-01-01 | 125.4663015220 |
| 2005-02-01 | 125.8768445123 |
| 2005-03-01 | 125.3898212363 |
| 2005-04-01 | 126.8509167985 |
| 2005-05-01 | 127.2508392932 |
| 2005-06-01 | 127.6059286910 |
| 2005-07-01 | 127.3799748655 |
| 2005-08-01 | 127.8013794167 |
| 2005-09-01 | 128.5125701765 |
| 2005-10-01 | 127.0129470000 |
| 2005-11-01 | 127.8081447492 |
| 2005-12-01 | 127.9697573779 |
| 2006-01-01 | 128.8327289990 |
| 2006-02-01 | 129.3450007598 |
| 2006-03-01 | 129.8977773749 |
| 2006-04-01 | 130.3658039027 |
| 2006-05-01 | 129.5583492576 |
| 2006-06-01 | 129.5634333275 |
| 2006-07-01 | 129.8146908103 |
| 2006-08-01 | 129.7565872518 |
| 2006-09-01 | 129.6656553331 |
| 2006-10-01 | 129.5556564533 |
| 2006-11-01 | 129.9456052930 |
| 2006-12-01 | 130.0975808286 |
| 2007-01-01 | 131.4788131475 |
| 2007-02-01 | 130.7287426553 |
| 2007-03-01 | 130.5257091468 |
| 2007-04-01 | 130.3578789020 |
| 2007-05-01 | 130.5191622812 |
| 2007-06-01 | 130.9857814390 |
| 2007-07-01 | 131.4036789515 |
| 2007-08-01 | 131.9422448517 |
| 2007-09-01 | 131.6451868219 |
| 2007-10-01 | 132.3791909608 |
| 2007-11-01 | 132.8832950027 |
| 2007-12-01 | 133.6306318746 |
| 2008-01-01 | 133.7184700843 |
| 2008-02-01 | 134.3293925605 |
| 2008-03-01 | 134.2723513500 |
| 2008-04-01 | 134.8242066964 |
| 2008-05-01 | 134.7439639886 |
| 2008-06-01 | 134.7172574642 |
| 2008-07-01 | 134.5575614054 |
| 2008-08-01 | 134.3215370024 |
| 2008-09-01 | 134.6334755648 |
| 2008-10-01 | 135.0203826624 |
| 2008-11-01 | 134.7120307896 |
| 2008-12-01 | 134.5920142353 |
| 2009-01-01 | 133.2368722375 |
| 2009-02-01 | 134.2156475890 |
| 2009-03-01 | 134.2462441935 |
| 2009-04-01 | 134.0271287394 |
| 2009-05-01 | 134.4448308129 |
| 2009-06-01 | 134.5270180161 |
| 2009-07-01 | 134.9738929207 |
| 2009-08-01 | 134.7933038909 |
| 2009-09-01 | 134.6934323102 |
| 2009-10-01 | 134.5263463977 |
| 2009-11-01 | 133.5269413486 |
| 2009-12-01 | 133.5652203985 |
| 2010-01-01 | 134.9133608246 |
| 2010-02-01 | 134.4443656106 |
| 2010-03-01 | 134.3429743172 |
| 2010-04-01 | 135.8689334651 |
| 2010-05-01 | 136.1078049119 |
| 2010-06-01 | 136.0957413538 |
| 2010-07-01 | 135.8719163224 |
| 2010-08-01 | 136.4214669515 |
| 2010-09-01 | 136.5415128496 |
| 2010-10-01 | 136.8193228331 |
| 2010-11-01 | 137.2682921795 |
| 2010-12-01 | 136.8173784679 |
| 2011-01-01 | 136.0907967116 |
| 2011-02-01 | 136.7411807814 |
| 2011-03-01 | 137.1961114612 |
| 2011-04-01 | 137.0206482771 |
| 2011-05-01 | 136.9018904930 |
| 2011-06-01 | 137.1092537352 |
| 2011-07-01 | 137.0137973975 |
| 2011-08-01 | 137.0889912667 |
| 2011-09-01 | 137.4766854507 |
| 2011-10-01 | 137.0659471866 |
| 2011-11-01 | 137.6503371472 |
| 2011-12-01 | 137.9626710147 |
| 2012-01-01 | 138.5662934295 |
| 2012-02-01 | 139.3814651843 |
| 2012-03-01 | 139.9757714403 |
| 2012-04-01 | 139.2205098554 |
| 2012-05-01 | 138.5420497791 |
| 2012-06-01 | 139.6783905220 |
| 2012-07-01 | 140.3575416612 |
| 2012-08-01 | 140.7662384027 |
| 2012-09-01 | 141.2197099297 |
| 2012-10-01 | 141.7592401320 |
| 2012-11-01 | 142.0377084102 |
| 2012-12-01 | 143.1399662921 |
| 2013-01-01 | 143.6354452446 |
| 2013-02-01 | 143.7074661396 |
| 2013-03-01 | 143.3740487524 |
| 2013-04-01 | 144.3007905099 |
| 2013-05-01 | 144.9984805300 |
| 2013-06-01 | 145.4143324348 |
| 2013-07-01 | 145.8126435123 |
| 2013-08-01 | 145.9527155525 |
| 2013-09-01 | 146.1827972102 |
| 2013-10-01 | 146.6978606892 |
| 2013-11-01 | 146.9130644229 |
| 2013-12-01 | 146.5879183334 |
| 2014-01-01 | 146.4278135635 |
| 2014-02-01 | 146.0368204600 |
| 2014-03-01 | 146.7598587485 |
| 2014-04-01 | 147.4264428459 |
| 2014-05-01 | 147.4466942893 |
| 2014-06-01 | 147.6718657511 |
| 2014-07-01 | 147.8802021888 |
| 2014-08-01 | 148.0369329853 |
| 2014-09-01 | 147.9546771965 |
| 2014-10-01 | 147.8706482318 |
| 2014-11-01 | 148.0168654419 |
| 2014-12-01 | 148.2559157876 |
| 2015-01-01 | 148.4879118948 |
| 2015-02-01 | 148.3211123684 |
| 2015-03-01 | 147.8052129229 |
| 2015-04-01 | 148.7066706799 |
| 2015-05-01 | 149.6497029832 |
| 2015-06-01 | 149.6320458033 |
| 2015-07-01 | 149.8340240415 |
| 2015-08-01 | 150.1947950175 |
| 2015-09-01 | 150.7183473845 |
| 2015-10-01 | 151.1482830986 |
| 2015-11-01 | 151.5640696093 |
| 2015-12-01 | 151.8627709116 |
| 2016-01-01 | 152.0225881304 |
| 2016-02-01 | 152.1312527002 |
| 2016-03-01 | 152.4907780247 |
| 2016-04-01 | 153.5548568786 |
| 2016-05-01 | 152.8970896757 |
| 2016-06-01 | 152.8667922630 |
| 2016-07-01 | 153.1261604528 |
| 2016-08-01 | 153.3913614810 |
| 2016-09-01 | 153.6961887765 |
| 2016-10-01 | 153.9882983314 |
| 2016-11-01 | 154.6961095756 |
| 2016-12-01 | 153.6141385389 |
| 2017-01-01 | 154.8843132607 |
| 2017-02-01 | 155.6047869339 |
| 2017-03-01 | 156.4493391562 |
| 2017-04-01 | 156.3722350113 |
| 2017-05-01 | 156.1820703128 |
| 2017-06-01 | 156.7411953722 |
| 2017-07-01 | 156.9565743310 |
| 2017-08-01 | 157.5127142634 |
| 2017-09-01 | 157.7955658537 |
| 2017-10-01 | 157.9662210599 |
| 2017-11-01 | 158.0045127465 |
| 2017-12-01 | 158.2756260158 |
| 2018-01-01 | 158.5785850668 |
| 2018-02-01 | 158.7089181095 |
| 2018-03-01 | 158.6504800651 |
| 2018-04-01 | 158.5092226613 |
| 2018-05-01 | 158.6676071718 |
| 2018-06-01 | 158.6368474004 |
| 2018-07-01 | 158.1245990391 |
| 2018-08-01 | 158.6783809024 |
| 2018-09-01 | 159.1065458268 |
| 2018-10-01 | 159.4322643399 |
| 2018-11-01 | 159.2572411281 |
| 2018-12-01 | 160.0359518871 |
| 2019-01-01 | 159.9940654015 |
| 2019-02-01 | 160.2084371602 |
| 2019-03-01 | 160.7997625527 |
| 2019-04-01 | 161.8207208983 |
| 2019-05-01 | 161.5890997474 |
| 2019-06-01 | 161.4833116629 |
| 2019-07-01 | 162.1857944247 |
| 2019-08-01 | 162.0312510775 |
| 2019-09-01 | 162.2926481995 |
| 2019-10-01 | 162.5111294397 |
| 2019-11-01 | 162.9052690756 |
| 2019-12-01 | 163.1893250396 |
| 2020-01-01 | 164.3199012071 |
| 2020-02-01 | 164.8270839224 |
| 2020-03-01 | 160.9992824170 |
| 2020-04-01 | 106.8082756154 |
| 2020-05-01 | 121.1799444651 |
| 2020-06-01 | 134.4808563682 |
| 2020-07-01 | 141.3170489893 |
| 2020-08-01 | 142.3639299878 |
| 2020-09-01 | 147.9349752616 |
| 2020-10-01 | 150.0367656734 |
| 2020-11-01 | 150.1734556679 |
| 2020-12-01 | 149.9885665310 |
| 2021-01-01 | 150.8935839428 |
| 2021-02-01 | 151.4010138522 |
| 2021-03-01 | 152.0418899300 |
| 2021-04-01 | 151.8121119641 |
| 2021-05-01 | 151.6051480093 |
| 2021-06-01 | 153.7015120709 |
| 2021-07-01 | 155.9860480942 |
| 2021-08-01 | 155.3944207268 |
| 2021-09-01 | 155.9956813472 |
| 2021-10-01 | 157.4147806054 |
| 2021-11-01 | 158.2024020169 |
| 2021-12-01 | 159.7847166241 |
| 2022-01-01 | 160.1856335878 |
| 2022-02-01 | 161.7307148146 |
| 2022-03-01 | 161.6189091327 |
| 2022-04-01 | 163.0289736425 |
| 2022-05-01 | 163.1824917486 |
| 2022-06-01 | 164.6270976365 |
| 2022-07-01 | 165.3553454149 |
| 2022-08-01 | 165.5324031570 |
| 2022-09-01 | 165.5484907996 |
| 2022-10-01 | 165.1053681893 |
| 2022-11-01 | 165.1368727935 |
| 2022-12-01 | 164.5029340245 |
| 2023-01-01 | 166.4315912555 |
| 2023-02-01 | 166.2470937054 |
| 2023-03-01 | 166.8176154359 |
| 2023-04-01 | 166.7741062456 |
| 2023-05-01 | 167.2248452073 |
| 2023-06-01 | 167.6075214203 |
| 2023-07-01 | 168.0969450694 |
| 2023-08-01 | 168.1571686883 |
| 2023-09-01 | 169.4775774448 |
| 2023-10-01 | 168.3138746615 |
| 2023-11-01 | 168.6765240114 |
| 2023-12-01 | 168.7028824471 |
| 2024-01-01 | 168.0990654295 |
| 2024-02-01 | 168.3212504470 |
| 2024-03-01 | 168.9121646570 |
| 2024-04-01 | 169.2284171945 |
| 2024-05-01 | 169.7011475841 |
| 2024-06-01 | 169.4147044016 |
| 2024-07-01 | 169.0460360680 |
| 2024-08-01 | 169.2118755683 |
| 2024-09-01 | 169.1313928193 |
| 2024-10-01 | 169.3480826123 |
| 2024-11-01 | 169.2241678815 |
| 2024-12-01 | 170.4585270809 |
| 2025-01-01 | 168.7412861122 |
| 2025-02-01 | 168.7854253474 |
| 2025-03-01 | 169.6292318455 |
| 2025-04-01 | 170.0432243927 |
| 2025-05-01 | 170.5509301867 |
| 2025-06-01 | 170.6746680764 |
| 2025-07-01 | 170.8704999510 |
| 2025-08-01 | 171.8867184882 |
| 2025-09-01 | 172.7502587035 |
| 2025-10-01 | 173.6596231004 |
| 2025-11-01 | 176.8692161403 |
| 2025-12-01 | 174.8005908105 |
| 2026-01-01 | 177.4145934797 |
| 2026-02-01 | 177.0820018566 |
| 2026-03-01 | 174.8656186649 |
| 2026-04-01 | 175.8874769627 |
| 2026-05-01 | 174.7822741446 |
| 2026-06-01 | 176.1988478448 |
| 2026-07-01 | 177.0551605160 |
| 2026-08-01 | 176.7782281419 |
| 2026-09-01 | 172.3426003490 |