Table Data - All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania |
|---|---|
| Series ID | SMU42000007072251101SA |
| 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 11:32 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 | 115.2816619564 |
| 1990-02-01 | 115.3113931410 |
| 1990-03-01 | 115.3429915443 |
| 1990-04-01 | 115.2392574089 |
| 1990-05-01 | 114.7007618570 |
| 1990-06-01 | 115.5115624464 |
| 1990-07-01 | 115.8550793785 |
| 1990-08-01 | 116.1640173943 |
| 1990-09-01 | 116.7758378857 |
| 1990-10-01 | 115.6570358249 |
| 1990-11-01 | 115.7598427701 |
| 1990-12-01 | 116.3979946059 |
| 1991-01-01 | 116.7026427188 |
| 1991-02-01 | 117.2217961403 |
| 1991-03-01 | 117.3919271648 |
| 1991-04-01 | 116.9917266494 |
| 1991-05-01 | 116.9430803748 |
| 1991-06-01 | 117.6522001021 |
| 1991-07-01 | 118.9643346909 |
| 1991-08-01 | 118.9097239101 |
| 1991-09-01 | 119.2200773598 |
| 1991-10-01 | 118.7339456880 |
| 1991-11-01 | 119.7434724057 |
| 1991-12-01 | 119.8600230517 |
| 1992-01-01 | 119.8133049410 |
| 1992-02-01 | 119.4546240527 |
| 1992-03-01 | 119.6580797263 |
| 1992-04-01 | 120.0146094393 |
| 1992-05-01 | 120.5268916366 |
| 1992-06-01 | 120.2535026791 |
| 1992-07-01 | 120.3704017249 |
| 1992-08-01 | 120.8762378604 |
| 1992-09-01 | 121.4992179058 |
| 1992-10-01 | 122.5032927938 |
| 1992-11-01 | 121.9304290669 |
| 1992-12-01 | 122.6586156516 |
| 1993-01-01 | 127.7370285625 |
| 1993-02-01 | 128.4992609429 |
| 1993-03-01 | 126.7624289263 |
| 1993-04-01 | 129.1893116612 |
| 1993-05-01 | 129.4377482809 |
| 1993-06-01 | 129.9200880614 |
| 1993-07-01 | 130.2938383884 |
| 1993-08-01 | 130.2416791281 |
| 1993-09-01 | 130.9085676879 |
| 1993-10-01 | 132.5044843005 |
| 1993-11-01 | 132.5875874369 |
| 1993-12-01 | 132.8402308182 |
| 1994-01-01 | 133.4401673800 |
| 1994-02-01 | 132.9710059660 |
| 1994-03-01 | 134.2133469218 |
| 1994-04-01 | 135.4965208491 |
| 1994-05-01 | 136.1070126612 |
| 1994-06-01 | 136.5938542242 |
| 1994-07-01 | 136.5945995518 |
| 1994-08-01 | 137.0938165750 |
| 1994-09-01 | 137.6478846331 |
| 1994-10-01 | 138.4609547495 |
| 1994-11-01 | 138.9769962155 |
| 1994-12-01 | 138.8940218592 |
| 1995-01-01 | 139.5936040661 |
| 1995-02-01 | 139.3478179297 |
| 1995-03-01 | 139.9913786951 |
| 1995-04-01 | 140.1666558240 |
| 1995-05-01 | 140.4200486778 |
| 1995-06-01 | 141.0126528683 |
| 1995-07-01 | 141.8283738241 |
| 1995-08-01 | 143.0569369441 |
| 1995-09-01 | 143.7167636879 |
| 1995-10-01 | 143.0681340719 |
| 1995-11-01 | 143.1893259418 |
| 1995-12-01 | 143.2254069736 |
| 1996-01-01 | 140.3041842483 |
| 1996-02-01 | 141.3450486854 |
| 1996-03-01 | 142.2942715700 |
| 1996-04-01 | 144.5303204962 |
| 1996-05-01 | 144.9842333095 |
| 1996-06-01 | 145.1088051677 |
| 1996-07-01 | 145.2700575350 |
| 1996-08-01 | 145.5439638767 |
| 1996-09-01 | 145.9011207769 |
| 1996-10-01 | 146.0021651523 |
| 1996-11-01 | 146.2009755633 |
| 1996-12-01 | 146.9394344825 |
| 1997-01-01 | 147.2711155725 |
| 1997-02-01 | 147.5373877922 |
| 1997-03-01 | 146.8966440986 |
| 1997-04-01 | 147.2112451842 |
| 1997-05-01 | 147.3780779631 |
| 1997-06-01 | 148.0398500411 |
| 1997-07-01 | 148.6835235585 |
| 1997-08-01 | 150.3134731389 |
| 1997-09-01 | 151.1038834472 |
| 1997-10-01 | 149.5387184364 |
| 1997-11-01 | 149.7964129961 |
| 1997-12-01 | 149.9185804824 |
| 1998-01-01 | 151.6390871789 |
| 1998-02-01 | 151.6361522110 |
| 1998-03-01 | 151.6357385182 |
| 1998-04-01 | 151.2238210626 |
| 1998-05-01 | 152.0400386559 |
| 1998-06-01 | 152.0504577400 |
| 1998-07-01 | 152.7186030972 |
| 1998-08-01 | 152.5957178586 |
| 1998-09-01 | 153.6014831490 |
| 1998-10-01 | 155.2694769141 |
| 1998-11-01 | 154.9570894104 |
| 1998-12-01 | 154.9992725085 |
| 1999-01-01 | 154.4865338113 |
| 1999-02-01 | 155.1041265657 |
| 1999-03-01 | 155.7629533894 |
| 1999-04-01 | 155.6920569986 |
| 1999-05-01 | 155.5179882754 |
| 1999-06-01 | 156.2629841321 |
| 1999-07-01 | 156.9934796981 |
| 1999-08-01 | 157.3562309900 |
| 1999-09-01 | 156.5495532321 |
| 1999-10-01 | 158.6685561445 |
| 1999-11-01 | 158.8396111288 |
| 1999-12-01 | 159.8225445562 |
| 2000-01-01 | 156.6814443315 |
| 2000-02-01 | 156.3981187000 |
| 2000-03-01 | 156.9044281808 |
| 2000-04-01 | 156.6322457334 |
| 2000-05-01 | 156.1763918742 |
| 2000-06-01 | 156.3343441332 |
| 2000-07-01 | 156.0236492171 |
| 2000-08-01 | 155.6943917403 |
| 2000-09-01 | 155.8290750099 |
| 2000-10-01 | 156.1160817926 |
| 2000-11-01 | 156.4375373906 |
| 2000-12-01 | 157.0741425151 |
| 2001-01-01 | 156.6993813212 |
| 2001-02-01 | 157.4145296873 |
| 2001-03-01 | 157.6797591703 |
| 2001-04-01 | 157.4282082542 |
| 2001-05-01 | 158.1429090087 |
| 2001-06-01 | 158.8923555618 |
| 2001-07-01 | 158.8137097201 |
| 2001-08-01 | 159.0133630192 |
| 2001-09-01 | 158.1431302957 |
| 2001-10-01 | 159.0203747131 |
| 2001-11-01 | 160.3346387364 |
| 2001-12-01 | 161.3700486466 |
| 2002-01-01 | 162.2206218869 |
| 2002-02-01 | 163.0551586859 |
| 2002-03-01 | 163.1368247147 |
| 2002-04-01 | 164.9145983312 |
| 2002-05-01 | 165.4733480135 |
| 2002-06-01 | 164.9907817541 |
| 2002-07-01 | 165.6173903902 |
| 2002-08-01 | 166.3272656117 |
| 2002-09-01 | 167.1449911789 |
| 2002-10-01 | 167.0333926258 |
| 2002-11-01 | 167.5093253207 |
| 2002-12-01 | 167.2051903152 |
| 2003-01-01 | 167.5734061745 |
| 2003-02-01 | 167.2752081096 |
| 2003-03-01 | 166.9668138467 |
| 2003-04-01 | 167.9757555177 |
| 2003-05-01 | 168.3268994112 |
| 2003-06-01 | 169.2288278359 |
| 2003-07-01 | 169.5529012141 |
| 2003-08-01 | 169.9552695080 |
| 2003-09-01 | 170.3751517252 |
| 2003-10-01 | 171.2751784900 |
| 2003-11-01 | 171.4803945689 |
| 2003-12-01 | 171.9661894460 |
| 2004-01-01 | 172.1792640562 |
| 2004-02-01 | 171.6815017916 |
| 2004-03-01 | 171.9466567062 |
| 2004-04-01 | 171.3160192170 |
| 2004-05-01 | 171.4690964461 |
| 2004-06-01 | 170.8237895012 |
| 2004-07-01 | 172.2240724521 |
| 2004-08-01 | 173.3808727492 |
| 2004-09-01 | 173.6590127733 |
| 2004-10-01 | 174.2628440846 |
| 2004-11-01 | 174.1861434802 |
| 2004-12-01 | 173.7779260565 |
| 2005-01-01 | 173.9479470287 |
| 2005-02-01 | 174.9509741503 |
| 2005-03-01 | 175.1726720899 |
| 2005-04-01 | 176.1009701863 |
| 2005-05-01 | 175.9902501824 |
| 2005-06-01 | 176.2602197379 |
| 2005-07-01 | 176.0665654142 |
| 2005-08-01 | 176.0939601638 |
| 2005-09-01 | 175.3466242811 |
| 2005-10-01 | 173.6322007646 |
| 2005-11-01 | 174.0648705663 |
| 2005-12-01 | 174.2412019715 |
| 2006-01-01 | 174.4277737595 |
| 2006-02-01 | 175.2123702221 |
| 2006-03-01 | 175.7031421430 |
| 2006-04-01 | 176.2400278828 |
| 2006-05-01 | 175.4165715140 |
| 2006-06-01 | 175.3898487144 |
| 2006-07-01 | 175.7867586347 |
| 2006-08-01 | 175.7453283130 |
| 2006-09-01 | 175.9337022225 |
| 2006-10-01 | 176.2692090129 |
| 2006-11-01 | 177.7433484240 |
| 2006-12-01 | 178.8802534482 |
| 2007-01-01 | 179.4500500775 |
| 2007-02-01 | 179.4774750286 |
| 2007-03-01 | 179.8559798076 |
| 2007-04-01 | 180.6051691539 |
| 2007-05-01 | 180.7747938725 |
| 2007-06-01 | 180.7897304244 |
| 2007-07-01 | 180.2483192168 |
| 2007-08-01 | 179.8937974629 |
| 2007-09-01 | 179.4755570645 |
| 2007-10-01 | 180.4390551384 |
| 2007-11-01 | 181.8385499777 |
| 2007-12-01 | 181.5027874488 |
| 2008-01-01 | 181.3376896962 |
| 2008-02-01 | 181.4070705534 |
| 2008-03-01 | 179.7700738751 |
| 2008-04-01 | 179.9664778528 |
| 2008-05-01 | 180.2868620039 |
| 2008-06-01 | 179.7822601828 |
| 2008-07-01 | 179.9519700993 |
| 2008-08-01 | 179.3579266724 |
| 2008-09-01 | 178.9734386427 |
| 2008-10-01 | 178.2864561079 |
| 2008-11-01 | 176.6871015776 |
| 2008-12-01 | 175.9280100202 |
| 2009-01-01 | 174.8888513650 |
| 2009-02-01 | 174.3017894361 |
| 2009-03-01 | 174.3852447294 |
| 2009-04-01 | 173.3389262074 |
| 2009-05-01 | 173.5743837457 |
| 2009-06-01 | 173.3906628542 |
| 2009-07-01 | 173.7391096064 |
| 2009-08-01 | 173.5945221155 |
| 2009-09-01 | 172.7545333637 |
| 2009-10-01 | 173.1151853548 |
| 2009-11-01 | 172.4134640533 |
| 2009-12-01 | 172.4315474124 |
| 2010-01-01 | 173.9365089797 |
| 2010-02-01 | 172.6511972434 |
| 2010-03-01 | 173.4252158688 |
| 2010-04-01 | 173.8877758994 |
| 2010-05-01 | 173.6817005972 |
| 2010-06-01 | 174.1953894835 |
| 2010-07-01 | 174.1610349498 |
| 2010-08-01 | 175.0023237343 |
| 2010-09-01 | 175.3722199644 |
| 2010-10-01 | 175.9323623294 |
| 2010-11-01 | 176.4596254485 |
| 2010-12-01 | 176.2250300189 |
| 2011-01-01 | 176.0365487017 |
| 2011-02-01 | 176.2107835050 |
| 2011-03-01 | 176.7356746438 |
| 2011-04-01 | 178.3141589624 |
| 2011-05-01 | 178.1018996925 |
| 2011-06-01 | 178.2775744699 |
| 2011-07-01 | 178.9480193788 |
| 2011-08-01 | 178.8225258676 |
| 2011-09-01 | 180.0630541550 |
| 2011-10-01 | 180.0057345792 |
| 2011-11-01 | 180.6977864402 |
| 2011-12-01 | 180.3528898621 |
| 2012-01-01 | 182.0124953679 |
| 2012-02-01 | 182.9294618013 |
| 2012-03-01 | 183.5665680955 |
| 2012-04-01 | 183.7650978122 |
| 2012-05-01 | 183.4731580220 |
| 2012-06-01 | 183.8178458141 |
| 2012-07-01 | 183.6161041909 |
| 2012-08-01 | 183.8840020052 |
| 2012-09-01 | 184.0947900631 |
| 2012-10-01 | 184.3371023172 |
| 2012-11-01 | 184.4537383222 |
| 2012-12-01 | 185.0828308843 |
| 2013-01-01 | 184.8876120740 |
| 2013-02-01 | 184.6971308286 |
| 2013-03-01 | 183.9708739899 |
| 2013-04-01 | 183.9263615879 |
| 2013-05-01 | 184.2536055820 |
| 2013-06-01 | 184.2174090192 |
| 2013-07-01 | 185.6759698508 |
| 2013-08-01 | 185.4422065877 |
| 2013-09-01 | 185.2724712762 |
| 2013-10-01 | 184.9083726681 |
| 2013-11-01 | 185.3558197812 |
| 2013-12-01 | 185.3254595629 |
| 2014-01-01 | 186.2943769232 |
| 2014-02-01 | 185.4793973215 |
| 2014-03-01 | 185.7781982887 |
| 2014-04-01 | 185.7794449549 |
| 2014-05-01 | 186.0264866576 |
| 2014-06-01 | 186.1287885551 |
| 2014-07-01 | 186.1439106537 |
| 2014-08-01 | 186.6479456926 |
| 2014-09-01 | 187.1020539836 |
| 2014-10-01 | 187.7526026709 |
| 2014-11-01 | 187.9897767338 |
| 2014-12-01 | 188.3543929584 |
| 2015-01-01 | 188.5336908934 |
| 2015-02-01 | 188.6632510762 |
| 2015-03-01 | 187.7619136785 |
| 2015-04-01 | 188.8478632392 |
| 2015-05-01 | 189.7107329402 |
| 2015-06-01 | 190.1466214167 |
| 2015-07-01 | 190.1109103840 |
| 2015-08-01 | 190.0535293053 |
| 2015-09-01 | 190.3589636346 |
| 2015-10-01 | 190.5377845720 |
| 2015-11-01 | 190.9395093819 |
| 2015-12-01 | 191.4155836797 |
| 2016-01-01 | 191.3024626425 |
| 2016-02-01 | 192.0465419110 |
| 2016-03-01 | 192.8517538104 |
| 2016-04-01 | 192.8631805445 |
| 2016-05-01 | 192.3879080439 |
| 2016-06-01 | 193.6855314738 |
| 2016-07-01 | 193.4393357213 |
| 2016-08-01 | 193.7035758806 |
| 2016-09-01 | 194.0785431855 |
| 2016-10-01 | 194.2635043466 |
| 2016-11-01 | 194.4005139659 |
| 2016-12-01 | 193.7996480535 |
| 2017-01-01 | 194.7668635595 |
| 2017-02-01 | 194.9189331821 |
| 2017-03-01 | 195.1875601451 |
| 2017-04-01 | 195.6465799879 |
| 2017-05-01 | 195.5943119105 |
| 2017-06-01 | 195.7430666742 |
| 2017-07-01 | 196.6913371638 |
| 2017-08-01 | 196.5908625904 |
| 2017-09-01 | 196.1364889384 |
| 2017-10-01 | 196.4921902477 |
| 2017-11-01 | 196.6094491710 |
| 2017-12-01 | 196.3577339597 |
| 2018-01-01 | 196.4979325075 |
| 2018-02-01 | 196.9974221066 |
| 2018-03-01 | 196.6092288633 |
| 2018-04-01 | 196.9485585807 |
| 2018-05-01 | 197.2059971378 |
| 2018-06-01 | 196.8314589097 |
| 2018-07-01 | 197.4411663300 |
| 2018-08-01 | 197.8688385845 |
| 2018-09-01 | 197.8057796668 |
| 2018-10-01 | 198.7077169422 |
| 2018-11-01 | 198.5117891123 |
| 2018-12-01 | 198.7127792441 |
| 2019-01-01 | 199.6487613243 |
| 2019-02-01 | 198.6821718435 |
| 2019-03-01 | 198.4693134981 |
| 2019-04-01 | 198.5875690866 |
| 2019-05-01 | 198.2180170209 |
| 2019-06-01 | 198.2214143216 |
| 2019-07-01 | 197.7989468506 |
| 2019-08-01 | 197.5424142874 |
| 2019-09-01 | 197.8197312481 |
| 2019-10-01 | 197.9417732054 |
| 2019-11-01 | 198.6615825914 |
| 2019-12-01 | 198.8309757189 |
| 2020-01-01 | 199.2905128491 |
| 2020-02-01 | 199.2240787291 |
| 2020-03-01 | 186.5861213377 |
| 2020-04-01 | 47.5809271543 |
| 2020-05-01 | 68.3496905391 |
| 2020-06-01 | 106.4558599532 |
| 2020-07-01 | 128.3402714086 |
| 2020-08-01 | 133.2132287189 |
| 2020-09-01 | 141.5776689952 |
| 2020-10-01 | 146.7254873074 |
| 2020-11-01 | 146.2937142055 |
| 2020-12-01 | 127.9212232221 |
| 2021-01-01 | 131.9880107219 |
| 2021-02-01 | 139.6159865472 |
| 2021-03-01 | 142.9806648516 |
| 2021-04-01 | 149.3471450137 |
| 2021-05-01 | 152.8731600331 |
| 2021-06-01 | 158.3423016129 |
| 2021-07-01 | 164.2538308202 |
| 2021-08-01 | 165.1736314181 |
| 2021-09-01 | 166.3097518460 |
| 2021-10-01 | 170.5609412285 |
| 2021-11-01 | 171.7258484189 |
| 2021-12-01 | 172.1773316868 |
| 2022-01-01 | 172.7817210264 |
| 2022-02-01 | 174.8276933390 |
| 2022-03-01 | 175.6656112645 |
| 2022-04-01 | 176.5459392601 |
| 2022-05-01 | 176.9811020278 |
| 2022-06-01 | 177.6035000931 |
| 2022-07-01 | 179.6463391376 |
| 2022-08-01 | 179.3681978800 |
| 2022-09-01 | 179.4962314292 |
| 2022-10-01 | 180.2216801417 |
| 2022-11-01 | 180.9186913362 |
| 2022-12-01 | 181.0379117680 |
| 2023-01-01 | 183.2387059441 |
| 2023-02-01 | 184.5215909179 |
| 2023-03-01 | 184.2971429269 |
| 2023-04-01 | 184.0938181152 |
| 2023-05-01 | 183.7075752195 |
| 2023-06-01 | 184.6591774036 |
| 2023-07-01 | 184.7759476947 |
| 2023-08-01 | 184.8081703255 |
| 2023-09-01 | 184.7899657765 |
| 2023-10-01 | 184.6816878955 |
| 2023-11-01 | 184.9037619111 |
| 2023-12-01 | 186.3002314725 |
| 2024-01-01 | 184.8923000637 |
| 2024-02-01 | 185.8037509594 |
| 2024-03-01 | 185.8704291833 |
| 2024-04-01 | 185.1352927383 |
| 2024-05-01 | 185.3143304609 |
| 2024-06-01 | 185.2036520790 |
| 2024-07-01 | 184.6864922257 |
| 2024-08-01 | 184.2021379129 |
| 2024-09-01 | 184.5710501092 |
| 2024-10-01 | 184.8052628402 |
| 2024-11-01 | 185.4561343051 |
| 2024-12-01 | 186.1838996913 |
| 2025-01-01 | 185.5892751751 |
| 2025-02-01 | 184.6640468776 |
| 2025-03-01 | 184.0921060336 |
| 2025-04-01 | 184.8805433491 |
| 2025-05-01 | 184.5843002571 |
| 2025-06-01 | 184.6701203628 |
| 2025-07-01 | 184.5956036359 |
| 2025-08-01 | 185.1074447705 |
| 2025-09-01 | 185.1823700148 |
| 2025-10-01 | 184.9226124676 |
| 2025-11-01 | 183.8902554858 |
| 2025-12-01 | 181.5850957382 |
| 2026-01-01 | 183.9552389083 |
| 2026-02-01 | 183.7785255710 |
| 2026-03-01 | 181.2050451814 |
| 2026-04-01 | 185.3601490388 |
| 2026-05-01 | 186.9861438437 |
| 2026-06-01 | 187.2845739308 |
| 2026-07-01 | 188.1706356310 |
| 2026-08-01 | 187.9066840679 |