Table Data - All Employees: Leisure and Hospitality: Accommodation in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Accommodation in Pennsylvania |
|---|---|
| Series ID | SMU42000007072100001SA |
| 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 | 54.2694209912398 |
| 1990-02-01 | 53.8950549728849 |
| 1990-03-01 | 54.4299910584646 |
| 1990-04-01 | 53.5997613284671 |
| 1990-05-01 | 52.8761295145655 |
| 1990-06-01 | 53.6099309459603 |
| 1990-07-01 | 53.8856040020083 |
| 1990-08-01 | 53.9290816098659 |
| 1990-09-01 | 53.9639352409092 |
| 1990-10-01 | 53.7782351222049 |
| 1990-11-01 | 54.7095540068324 |
| 1990-12-01 | 54.1757734283818 |
| 1991-01-01 | 52.1718125240652 |
| 1991-02-01 | 51.8784216866200 |
| 1991-03-01 | 52.2282257846088 |
| 1991-04-01 | 51.7616240233784 |
| 1991-05-01 | 51.6909432954812 |
| 1991-06-01 | 52.2914966622168 |
| 1991-07-01 | 51.3914362237973 |
| 1991-08-01 | 51.2215038399069 |
| 1991-09-01 | 51.2805827772353 |
| 1991-10-01 | 51.0065162958302 |
| 1991-11-01 | 51.0388032248093 |
| 1991-12-01 | 51.1129475639049 |
| 1992-01-01 | 50.7687116256036 |
| 1992-02-01 | 50.8330870765809 |
| 1992-03-01 | 50.9368934530561 |
| 1992-04-01 | 51.0879589285042 |
| 1992-05-01 | 51.2948344618867 |
| 1992-06-01 | 51.0444973383651 |
| 1992-07-01 | 51.1037736397659 |
| 1992-08-01 | 51.1157683841026 |
| 1992-09-01 | 50.9999695519886 |
| 1992-10-01 | 51.6701997323508 |
| 1992-11-01 | 51.5911228162072 |
| 1992-12-01 | 51.6672980072190 |
| 1993-01-01 | 51.7663848536527 |
| 1993-02-01 | 52.0971814286754 |
| 1993-03-01 | 51.7204778814648 |
| 1993-04-01 | 52.2055593951510 |
| 1993-05-01 | 51.7695999821368 |
| 1993-06-01 | 51.7669948595184 |
| 1993-07-01 | 51.7133735568937 |
| 1993-08-01 | 51.6152100977171 |
| 1993-09-01 | 51.9521933613782 |
| 1993-10-01 | 51.2266144654086 |
| 1993-11-01 | 51.1588479422641 |
| 1993-12-01 | 51.0536859665266 |
| 1994-01-01 | 51.0692618686830 |
| 1994-02-01 | 50.8413143662742 |
| 1994-03-01 | 51.2324220499669 |
| 1994-04-01 | 50.7209090977552 |
| 1994-05-01 | 50.2132965135739 |
| 1994-06-01 | 50.5499721548263 |
| 1994-07-01 | 50.5021228219371 |
| 1994-08-01 | 50.6276296089185 |
| 1994-09-01 | 50.2797496736510 |
| 1994-10-01 | 50.5135215491530 |
| 1994-11-01 | 50.4405508489953 |
| 1994-12-01 | 50.3572026494486 |
| 1995-01-01 | 50.5870212798208 |
| 1995-02-01 | 50.3369438608459 |
| 1995-03-01 | 50.8221733827296 |
| 1995-04-01 | 49.1520151595732 |
| 1995-05-01 | 49.1103408194418 |
| 1995-06-01 | 49.5880495978972 |
| 1995-07-01 | 49.6766292147528 |
| 1995-08-01 | 49.7537344489668 |
| 1995-09-01 | 49.9478440351320 |
| 1995-10-01 | 49.4649470611506 |
| 1995-11-01 | 49.7197023129897 |
| 1995-12-01 | 50.0844335969259 |
| 1996-01-01 | 49.6230637499145 |
| 1996-02-01 | 49.5293131328263 |
| 1996-03-01 | 50.4285787390101 |
| 1996-04-01 | 49.3758875611763 |
| 1996-05-01 | 49.3941550602897 |
| 1996-06-01 | 49.4202162050750 |
| 1996-07-01 | 48.9402688605721 |
| 1996-08-01 | 49.4024137406895 |
| 1996-09-01 | 49.4823479828011 |
| 1996-10-01 | 49.8258607926329 |
| 1996-11-01 | 49.8961605165239 |
| 1996-12-01 | 50.1116886636793 |
| 1997-01-01 | 50.2735238536033 |
| 1997-02-01 | 50.6265003921823 |
| 1997-03-01 | 50.3095098435409 |
| 1997-04-01 | 50.7075000190599 |
| 1997-05-01 | 51.0898117065707 |
| 1997-06-01 | 51.0795967685095 |
| 1997-07-01 | 51.2205251680757 |
| 1997-08-01 | 51.0349241842423 |
| 1997-09-01 | 51.0174753770810 |
| 1997-10-01 | 50.9570112163234 |
| 1997-11-01 | 50.9751720958367 |
| 1997-12-01 | 50.9129902189506 |
| 1998-01-01 | 50.9251912807533 |
| 1998-02-01 | 50.7997585658553 |
| 1998-03-01 | 51.0727097268314 |
| 1998-04-01 | 51.5512656629242 |
| 1998-05-01 | 51.8719487264698 |
| 1998-06-01 | 52.0820455125163 |
| 1998-07-01 | 51.7349059633983 |
| 1998-08-01 | 51.6270176142903 |
| 1998-09-01 | 51.4551213987534 |
| 1998-10-01 | 51.9969597493147 |
| 1998-11-01 | 51.9276821912279 |
| 1998-12-01 | 51.8862641568199 |
| 1999-01-01 | 52.0904099026763 |
| 1999-02-01 | 52.3318183427728 |
| 1999-03-01 | 52.4103447378417 |
| 1999-04-01 | 52.7119923243434 |
| 1999-05-01 | 52.3934126362597 |
| 1999-06-01 | 52.2078628882483 |
| 1999-07-01 | 52.2952304008206 |
| 1999-08-01 | 51.8920329070775 |
| 1999-09-01 | 50.9610737603320 |
| 1999-10-01 | 52.1010580083190 |
| 1999-11-01 | 52.1402853966921 |
| 1999-12-01 | 51.8645249129593 |
| 2000-01-01 | 52.6791183964466 |
| 2000-02-01 | 53.1299468433607 |
| 2000-03-01 | 53.5674112185283 |
| 2000-04-01 | 52.4132256899695 |
| 2000-05-01 | 52.1448945696792 |
| 2000-06-01 | 52.5758691793289 |
| 2000-07-01 | 53.8580452281183 |
| 2000-08-01 | 53.4164885074820 |
| 2000-09-01 | 53.4206333235623 |
| 2000-10-01 | 53.1913280346870 |
| 2000-11-01 | 53.2126854550105 |
| 2000-12-01 | 53.5656157576910 |
| 2001-01-01 | 53.3923644158750 |
| 2001-02-01 | 53.1908781026489 |
| 2001-03-01 | 53.1855488281816 |
| 2001-04-01 | 51.4498607354898 |
| 2001-05-01 | 51.6873051248423 |
| 2001-06-01 | 52.0824197861298 |
| 2001-07-01 | 51.3487162827512 |
| 2001-08-01 | 51.6242281979120 |
| 2001-09-01 | 51.6124534655643 |
| 2001-10-01 | 51.0555976400762 |
| 2001-11-01 | 51.0574152093724 |
| 2001-12-01 | 50.6135797776132 |
| 2002-01-01 | 50.9046770189733 |
| 2002-02-01 | 51.1870262026149 |
| 2002-03-01 | 51.6592376244620 |
| 2002-04-01 | 52.2210348323993 |
| 2002-05-01 | 52.3370402849287 |
| 2002-06-01 | 52.2938777830972 |
| 2002-07-01 | 51.7314740455671 |
| 2002-08-01 | 51.6255058761259 |
| 2002-09-01 | 51.9574616811454 |
| 2002-10-01 | 51.9140004269613 |
| 2002-11-01 | 51.8034817198015 |
| 2002-12-01 | 51.9118115459686 |
| 2003-01-01 | 51.1722884115326 |
| 2003-02-01 | 50.8657069811661 |
| 2003-03-01 | 50.9845989654249 |
| 2003-04-01 | 50.7826175291901 |
| 2003-05-01 | 51.1575970404185 |
| 2003-06-01 | 50.8832819303376 |
| 2003-07-01 | 50.6168145426150 |
| 2003-08-01 | 51.0859869446422 |
| 2003-09-01 | 51.6286103925091 |
| 2003-10-01 | 50.6666697998170 |
| 2003-11-01 | 50.4481445110185 |
| 2003-12-01 | 50.7609242485827 |
| 2004-01-01 | 49.9655489662248 |
| 2004-02-01 | 49.9564416985483 |
| 2004-03-01 | 49.7898615521090 |
| 2004-04-01 | 49.9892688479128 |
| 2004-05-01 | 49.6961266143334 |
| 2004-06-01 | 49.4643856023367 |
| 2004-07-01 | 49.9544709808834 |
| 2004-08-01 | 50.5484060525316 |
| 2004-09-01 | 49.7804462457948 |
| 2004-10-01 | 49.6587627497961 |
| 2004-11-01 | 49.7329305489824 |
| 2004-12-01 | 49.3793831761939 |
| 2005-01-01 | 49.4744488249936 |
| 2005-02-01 | 49.4248253553585 |
| 2005-03-01 | 49.6332559116253 |
| 2005-04-01 | 49.9161878486975 |
| 2005-05-01 | 49.9539576641190 |
| 2005-06-01 | 50.0798876040368 |
| 2005-07-01 | 50.6895283559287 |
| 2005-08-01 | 50.6473391102791 |
| 2005-09-01 | 50.9641214296644 |
| 2005-10-01 | 51.0787624269019 |
| 2005-11-01 | 51.1443468866299 |
| 2005-12-01 | 51.5236602107068 |
| 2006-01-01 | 52.0073879656342 |
| 2006-02-01 | 52.1040012556128 |
| 2006-03-01 | 52.1031913227712 |
| 2006-04-01 | 52.4919324988436 |
| 2006-05-01 | 52.5477273286378 |
| 2006-06-01 | 52.9986362975894 |
| 2006-07-01 | 52.9141552715864 |
| 2006-08-01 | 52.8145553193523 |
| 2006-09-01 | 52.8011992988455 |
| 2006-10-01 | 53.3153755061349 |
| 2006-11-01 | 53.5161108840430 |
| 2006-12-01 | 53.1793214033286 |
| 2007-01-01 | 52.7291422497665 |
| 2007-02-01 | 53.5785649376854 |
| 2007-03-01 | 54.1068335639364 |
| 2007-04-01 | 52.9279371941072 |
| 2007-05-01 | 52.6357802247349 |
| 2007-06-01 | 53.5078949959221 |
| 2007-07-01 | 53.3194474125220 |
| 2007-08-01 | 53.3146762887698 |
| 2007-09-01 | 52.9203839283008 |
| 2007-10-01 | 52.7400039107211 |
| 2007-11-01 | 52.8941943716016 |
| 2007-12-01 | 52.6875529248688 |
| 2008-01-01 | 52.5819476914775 |
| 2008-02-01 | 52.5860386820792 |
| 2008-03-01 | 52.7923495601642 |
| 2008-04-01 | 52.5570955759021 |
| 2008-05-01 | 52.5084654625640 |
| 2008-06-01 | 51.8920347265681 |
| 2008-07-01 | 52.0935750427426 |
| 2008-08-01 | 51.5856578038139 |
| 2008-09-01 | 51.6727769343999 |
| 2008-10-01 | 51.5821860121295 |
| 2008-11-01 | 51.2894345328855 |
| 2008-12-01 | 51.6839228949633 |
| 2009-01-01 | 51.1095141288489 |
| 2009-02-01 | 50.7480781574198 |
| 2009-03-01 | 49.8640838665103 |
| 2009-04-01 | 49.4144173064186 |
| 2009-05-01 | 49.5755663146876 |
| 2009-06-01 | 49.3629191406492 |
| 2009-07-01 | 49.2536569616543 |
| 2009-08-01 | 49.9648312371406 |
| 2009-09-01 | 49.8983103561585 |
| 2009-10-01 | 49.9376269070927 |
| 2009-11-01 | 49.6647758939320 |
| 2009-12-01 | 50.0201669055111 |
| 2010-01-01 | 50.1739769997135 |
| 2010-02-01 | 50.1242949644456 |
| 2010-03-01 | 50.7576670890383 |
| 2010-04-01 | 50.6457059288052 |
| 2010-05-01 | 50.5225950616282 |
| 2010-06-01 | 50.2036782499172 |
| 2010-07-01 | 51.0145227333496 |
| 2010-08-01 | 51.0389957589103 |
| 2010-09-01 | 51.0071271381176 |
| 2010-10-01 | 51.3876358790328 |
| 2010-11-01 | 51.5374175868420 |
| 2010-12-01 | 52.1028767696082 |
| 2011-01-01 | 51.8723314690475 |
| 2011-02-01 | 51.8264510418077 |
| 2011-03-01 | 52.0435197439496 |
| 2011-04-01 | 52.2573705333654 |
| 2011-05-01 | 52.2307579658364 |
| 2011-06-01 | 52.4114170473825 |
| 2011-07-01 | 52.2459624113990 |
| 2011-08-01 | 52.2451395780302 |
| 2011-09-01 | 53.1798051208603 |
| 2011-10-01 | 52.9242793689158 |
| 2011-11-01 | 53.3849834665303 |
| 2011-12-01 | 53.3828335406661 |
| 2012-01-01 | 53.7855546749713 |
| 2012-02-01 | 54.4215282262939 |
| 2012-03-01 | 53.7529601214244 |
| 2012-04-01 | 55.1785902334418 |
| 2012-05-01 | 55.3900279444049 |
| 2012-06-01 | 56.0257133524940 |
| 2012-07-01 | 56.2953478894067 |
| 2012-08-01 | 56.6430180088516 |
| 2012-09-01 | 56.4581311056217 |
| 2012-10-01 | 56.1608935798532 |
| 2012-11-01 | 56.4132111318375 |
| 2012-12-01 | 56.0794559965707 |
| 2013-01-01 | 56.6097036149939 |
| 2013-02-01 | 56.7966500372365 |
| 2013-03-01 | 57.0029168500193 |
| 2013-04-01 | 56.9712017165734 |
| 2013-05-01 | 57.0262413300662 |
| 2013-06-01 | 57.1950333401611 |
| 2013-07-01 | 57.8041728913154 |
| 2013-08-01 | 56.9094665377087 |
| 2013-09-01 | 57.0750064782609 |
| 2013-10-01 | 58.2049948876222 |
| 2013-11-01 | 58.2643607305834 |
| 2013-12-01 | 59.1570724527910 |
| 2014-01-01 | 58.4967162237897 |
| 2014-02-01 | 58.3354242945512 |
| 2014-03-01 | 58.6138697572704 |
| 2014-04-01 | 58.0528599845815 |
| 2014-05-01 | 58.4653718792322 |
| 2014-06-01 | 58.3110775950125 |
| 2014-07-01 | 58.1281159807898 |
| 2014-08-01 | 57.8309618616204 |
| 2014-09-01 | 58.0843661174632 |
| 2014-10-01 | 58.4467849508311 |
| 2014-11-01 | 58.3133530754881 |
| 2014-12-01 | 58.7187146497353 |
| 2015-01-01 | 58.4585712383427 |
| 2015-02-01 | 58.4934854391608 |
| 2015-03-01 | 58.8748340255605 |
| 2015-04-01 | 58.7042866539399 |
| 2015-05-01 | 59.0448148795772 |
| 2015-06-01 | 59.0223433323738 |
| 2015-07-01 | 59.0212386830794 |
| 2015-08-01 | 59.6417689258737 |
| 2015-09-01 | 59.8063993141400 |
| 2015-10-01 | 59.6975864652333 |
| 2015-11-01 | 59.9534560001106 |
| 2015-12-01 | 59.4398518919492 |
| 2016-01-01 | 60.1169646770365 |
| 2016-02-01 | 60.5824886943956 |
| 2016-03-01 | 60.3475962120904 |
| 2016-04-01 | 60.9511439051629 |
| 2016-05-01 | 60.7645361694441 |
| 2016-06-01 | 60.4314844896386 |
| 2016-07-01 | 61.1323014833387 |
| 2016-08-01 | 60.9236172043428 |
| 2016-09-01 | 60.6926676506345 |
| 2016-10-01 | 60.8545782612347 |
| 2016-11-01 | 60.6608455911684 |
| 2016-12-01 | 60.9832201834977 |
| 2017-01-01 | 61.7659496455336 |
| 2017-02-01 | 61.4465327313621 |
| 2017-03-01 | 60.7720814174486 |
| 2017-04-01 | 61.3675275376377 |
| 2017-05-01 | 61.5459225555569 |
| 2017-06-01 | 62.1708769845106 |
| 2017-07-01 | 61.4441458732968 |
| 2017-08-01 | 61.5033575941859 |
| 2017-09-01 | 61.4259517056050 |
| 2017-10-01 | 61.2822326254873 |
| 2017-11-01 | 61.4247884746937 |
| 2017-12-01 | 61.3244798895264 |
| 2018-01-01 | 61.3597690476467 |
| 2018-02-01 | 60.9318629363564 |
| 2018-03-01 | 60.9663410104043 |
| 2018-04-01 | 61.1017986376569 |
| 2018-05-01 | 60.9445851658359 |
| 2018-06-01 | 61.3510044225155 |
| 2018-07-01 | 60.9841262032646 |
| 2018-08-01 | 60.6989030360376 |
| 2018-09-01 | 60.7355904533175 |
| 2018-10-01 | 60.6396699904706 |
| 2018-11-01 | 60.7282189087019 |
| 2018-12-01 | 60.7428001306562 |
| 2019-01-01 | 60.8044805118669 |
| 2019-02-01 | 60.7527680624901 |
| 2019-03-01 | 61.3320136112658 |
| 2019-04-01 | 60.9488321015622 |
| 2019-05-01 | 61.3515156354987 |
| 2019-06-01 | 61.5574813108026 |
| 2019-07-01 | 62.5040515723978 |
| 2019-08-01 | 61.7036934376374 |
| 2019-09-01 | 61.0028190509391 |
| 2019-10-01 | 61.1584735596267 |
| 2019-11-01 | 61.0038775128579 |
| 2019-12-01 | 61.1909293200359 |
| 2020-01-01 | 61.8977182507419 |
| 2020-02-01 | 61.8960857802551 |
| 2020-03-01 | 60.8481227164097 |
| 2020-04-01 | 26.6642322400482 |
| 2020-05-01 | 25.4371397041056 |
| 2020-06-01 | 26.1693211804220 |
| 2020-07-01 | 30.9105625112885 |
| 2020-08-01 | 32.7491052487062 |
| 2020-09-01 | 38.7586758608804 |
| 2020-10-01 | 39.4853494951355 |
| 2020-11-01 | 39.4030047494908 |
| 2020-12-01 | 38.3172106706513 |
| 2021-01-01 | 39.2699652262154 |
| 2021-02-01 | 40.4063104127105 |
| 2021-03-01 | 41.2454248026622 |
| 2021-04-01 | 42.3033257764726 |
| 2021-05-01 | 43.0198665898905 |
| 2021-06-01 | 43.6733177776567 |
| 2021-07-01 | 44.4999803305061 |
| 2021-08-01 | 45.5842235127319 |
| 2021-09-01 | 47.9745501718933 |
| 2021-10-01 | 49.1465130253774 |
| 2021-11-01 | 49.4493825705776 |
| 2021-12-01 | 49.5004095951500 |
| 2022-01-01 | 49.6162296100026 |
| 2022-02-01 | 50.2192416287170 |
| 2022-03-01 | 51.0956202862420 |
| 2022-04-01 | 51.5015849733568 |
| 2022-05-01 | 51.6569756556070 |
| 2022-06-01 | 51.9162699463755 |
| 2022-07-01 | 52.6978464858254 |
| 2022-08-01 | 52.3423630284082 |
| 2022-09-01 | 52.9625095739895 |
| 2022-10-01 | 53.1173193010438 |
| 2022-11-01 | 53.6472293421374 |
| 2022-12-01 | 54.1962476921307 |
| 2023-01-01 | 56.7828404595251 |
| 2023-02-01 | 57.0168384351352 |
| 2023-03-01 | 56.5988002774865 |
| 2023-04-01 | 56.8409295402350 |
| 2023-05-01 | 56.9796185454921 |
| 2023-06-01 | 57.8931785319846 |
| 2023-07-01 | 57.2177092857898 |
| 2023-08-01 | 56.2390088519900 |
| 2023-09-01 | 57.3761786223887 |
| 2023-10-01 | 57.0187581727146 |
| 2023-11-01 | 57.0856996968540 |
| 2023-12-01 | 57.0030824335472 |
| 2024-01-01 | 56.9884088217466 |
| 2024-02-01 | 56.8923772893096 |
| 2024-03-01 | 57.0826668467508 |
| 2024-04-01 | 56.9099762518093 |
| 2024-05-01 | 56.9821194005446 |
| 2024-06-01 | 58.0367436159332 |
| 2024-07-01 | 57.3799917718435 |
| 2024-08-01 | 56.3747953953994 |
| 2024-09-01 | 57.9385722042413 |
| 2024-10-01 | 57.6157109180397 |
| 2024-11-01 | 57.6476127859006 |
| 2024-12-01 | 58.0691603137332 |
| 2025-01-01 | 57.8566229319886 |
| 2025-02-01 | 57.8372232832135 |
| 2025-03-01 | 57.9771458304040 |
| 2025-04-01 | 57.9488533888806 |
| 2025-05-01 | 57.8910535273927 |
| 2025-06-01 | 57.5971701881287 |
| 2025-07-01 | 57.3946980647458 |
| 2025-08-01 | 55.6635196523167 |
| 2025-09-01 | 56.6616813032916 |
| 2025-10-01 | 57.1120593364158 |
| 2025-11-01 | 56.7904785715029 |
| 2025-12-01 | 56.6553929226819 |
| 2026-01-01 | 56.8720197904706 |
| 2026-02-01 | 56.6076514243231 |
| 2026-03-01 | 57.0040015026446 |
| 2026-04-01 | 55.8273646473566 |
| 2026-05-01 | 55.9886618298480 |