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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 51.2805827772352 |
| 1991-10-01 | 51.0065162958302 |
| 1991-11-01 | 51.0388032248093 |
| 1991-12-01 | 51.1129475639049 |
| 1992-01-01 | 50.7687116256037 |
| 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 | 49.1103408194417 |
| 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 | 50.0844335969260 |
| 1996-01-01 | 49.6230637499146 |
| 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 | 49.8258607926328 |
| 1996-11-01 | 49.8961605165239 |
| 1996-12-01 | 50.1116886636793 |
| 1997-01-01 | 50.2735238536033 |
| 1997-02-01 | 50.6265003921824 |
| 1997-03-01 | 50.3095098435409 |
| 1997-04-01 | 50.7075000190599 |
| 1997-05-01 | 51.0898117065705 |
| 1997-06-01 | 51.0795967685095 |
| 1997-07-01 | 51.2205251680758 |
| 1997-08-01 | 51.0349241842423 |
| 1997-09-01 | 51.0174753770811 |
| 1997-10-01 | 50.9570112163235 |
| 1997-11-01 | 50.9751720958367 |
| 1997-12-01 | 50.9129902189506 |
| 1998-01-01 | 50.9251912807532 |
| 1998-02-01 | 50.7997585658553 |
| 1998-03-01 | 51.0727097268314 |
| 1998-04-01 | 51.5512656629240 |
| 1998-05-01 | 51.8719487264693 |
| 1998-06-01 | 52.0820455125163 |
| 1998-07-01 | 51.7349059633985 |
| 1998-08-01 | 51.6270176142907 |
| 1998-09-01 | 51.4551213987538 |
| 1998-10-01 | 51.9969597493151 |
| 1998-11-01 | 51.9276821912281 |
| 1998-12-01 | 51.8862641568196 |
| 1999-01-01 | 52.0904099026756 |
| 1999-02-01 | 52.3318183427722 |
| 1999-03-01 | 52.4103447378413 |
| 1999-04-01 | 52.7119923243429 |
| 1999-05-01 | 52.3934126362592 |
| 1999-06-01 | 52.2078628882486 |
| 1999-07-01 | 52.2952304008214 |
| 1999-08-01 | 51.8920329070786 |
| 1999-09-01 | 50.9610737603335 |
| 1999-10-01 | 52.1010580083201 |
| 1999-11-01 | 52.1402853966926 |
| 1999-12-01 | 51.8645249129592 |
| 2000-01-01 | 52.6791183964460 |
| 2000-02-01 | 53.1299468433533 |
| 2000-03-01 | 53.5674112185289 |
| 2000-04-01 | 52.4132256899703 |
| 2000-05-01 | 52.1448945696801 |
| 2000-06-01 | 52.5758691793300 |
| 2000-07-01 | 53.8580452281182 |
| 2000-08-01 | 53.4164885074804 |
| 2000-09-01 | 53.4206333235613 |
| 2000-10-01 | 53.1913280346864 |
| 2000-11-01 | 53.2126854550132 |
| 2000-12-01 | 53.5656157576994 |
| 2001-01-01 | 53.3923644158804 |
| 2001-02-01 | 53.1908781026465 |
| 2001-03-01 | 53.1855488281863 |
| 2001-04-01 | 51.4498607354855 |
| 2001-05-01 | 51.6873051248335 |
| 2001-06-01 | 52.0824197861362 |
| 2001-07-01 | 51.3487162827442 |
| 2001-08-01 | 51.6242281979025 |
| 2001-09-01 | 51.6124534655541 |
| 2001-10-01 | 51.0555976400565 |
| 2001-11-01 | 51.0574152093538 |
| 2001-12-01 | 50.6135797776197 |
| 2002-01-01 | 50.9046770190002 |
| 2002-02-01 | 51.1870262026586 |
| 2002-03-01 | 51.6592376245198 |
| 2002-04-01 | 52.2210348324256 |
| 2002-05-01 | 52.3370402849195 |
| 2002-06-01 | 52.2938777830926 |
| 2002-07-01 | 51.7314740455355 |
| 2002-08-01 | 51.6255058760680 |
| 2002-09-01 | 51.9574616810818 |
| 2002-10-01 | 51.9140004268643 |
| 2002-11-01 | 51.8034817196903 |
| 2002-12-01 | 51.9118115459342 |
| 2003-01-01 | 51.1722884116115 |
| 2003-02-01 | 50.8657069813664 |
| 2003-03-01 | 50.9845989657116 |
| 2003-04-01 | 50.7826175294742 |
| 2003-05-01 | 51.1575970406532 |
| 2003-06-01 | 50.8832819295124 |
| 2003-07-01 | 50.6168145426540 |
| 2003-08-01 | 51.0859869445351 |
| 2003-09-01 | 51.6286103928744 |
| 2003-10-01 | 50.6666697994462 |
| 2003-11-01 | 50.4481445105420 |
| 2003-12-01 | 50.7609242481821 |
| 2004-01-01 | 49.9655489663862 |
| 2004-02-01 | 49.9564416983985 |
| 2004-03-01 | 49.7898615530831 |
| 2004-04-01 | 49.9892688502234 |
| 2004-05-01 | 49.6961266142499 |
| 2004-06-01 | 49.4643856001599 |
| 2004-07-01 | 49.9544709805992 |
| 2004-08-01 | 50.5484060521296 |
| 2004-09-01 | 49.7804462465986 |
| 2004-10-01 | 49.6587627494168 |
| 2004-11-01 | 49.7329305484787 |
| 2004-12-01 | 49.3793831756523 |
| 2005-01-01 | 49.4744488253056 |
| 2005-02-01 | 49.4248253547959 |
| 2005-03-01 | 49.6332559131270 |
| 2005-04-01 | 49.9161878528286 |
| 2005-05-01 | 49.9539576634909 |
| 2005-06-01 | 50.0798876001451 |
| 2005-07-01 | 50.6895283548750 |
| 2005-08-01 | 50.6473391093282 |
| 2005-09-01 | 50.9641214311558 |
| 2005-10-01 | 51.0787624270775 |
| 2005-11-01 | 51.1443468866643 |
| 2005-12-01 | 51.5236602127932 |
| 2006-01-01 | 52.0073879653722 |
| 2006-02-01 | 52.1040012527749 |
| 2006-03-01 | 52.1031913221178 |
| 2006-04-01 | 52.4919325104611 |
| 2006-05-01 | 52.5477273246300 |
| 2006-06-01 | 52.9986362905277 |
| 2006-07-01 | 52.9141552688967 |
| 2006-08-01 | 52.8145553160402 |
| 2006-09-01 | 52.8011992999028 |
| 2006-10-01 | 53.3153755081816 |
| 2006-11-01 | 53.5161108871789 |
| 2006-12-01 | 53.1793214125168 |
| 2007-01-01 | 52.7291422552050 |
| 2007-02-01 | 53.5785649408769 |
| 2007-03-01 | 54.1068335331505 |
| 2007-04-01 | 52.9279372193351 |
| 2007-05-01 | 52.6357802240627 |
| 2007-06-01 | 53.5078949794557 |
| 2007-07-01 | 53.3194474074568 |
| 2007-08-01 | 53.3146762814064 |
| 2007-09-01 | 52.9203839269219 |
| 2007-10-01 | 52.7400039132653 |
| 2007-11-01 | 52.8941943776974 |
| 2007-12-01 | 52.6875529746771 |
| 2008-01-01 | 52.5819476992185 |
| 2008-02-01 | 52.5860386823967 |
| 2008-03-01 | 52.7923494866495 |
| 2008-04-01 | 52.5570956027377 |
| 2008-05-01 | 52.5084654579089 |
| 2008-06-01 | 51.8920347033655 |
| 2008-07-01 | 52.0935750457829 |
| 2008-08-01 | 51.5856578074018 |
| 2008-09-01 | 51.6727769180608 |
| 2008-10-01 | 51.5821860291337 |
| 2008-11-01 | 51.2894345510512 |
| 2008-12-01 | 51.6839229867845 |
| 2009-01-01 | 51.1095141391816 |
| 2009-02-01 | 50.7480781504408 |
| 2009-03-01 | 49.8640837135998 |
| 2009-04-01 | 49.4144173175307 |
| 2009-05-01 | 49.5755663097865 |
| 2009-06-01 | 49.3629191241217 |
| 2009-07-01 | 49.2536569915562 |
| 2009-08-01 | 49.9648312732428 |
| 2009-09-01 | 49.8983103305562 |
| 2009-10-01 | 49.9376269184331 |
| 2009-11-01 | 49.6647758810208 |
| 2009-12-01 | 50.0201671810320 |
| 2010-01-01 | 50.1739769599037 |
| 2010-02-01 | 50.1242948884945 |
| 2010-03-01 | 50.7576668227103 |
| 2010-04-01 | 50.6457058621652 |
| 2010-05-01 | 50.5225949836193 |
| 2010-06-01 | 50.2036781968971 |
| 2010-07-01 | 51.0145226778907 |
| 2010-08-01 | 51.0389967333463 |
| 2010-09-01 | 51.0071270329754 |
| 2010-10-01 | 51.3876359736579 |
| 2010-11-01 | 51.5374175282229 |
| 2010-12-01 | 52.1028766662474 |
| 2011-01-01 | 51.8723308729720 |
| 2011-02-01 | 51.8264503775583 |
| 2011-03-01 | 52.0435190920415 |
| 2011-04-01 | 52.2573705288580 |
| 2011-05-01 | 52.2307584284890 |
| 2011-06-01 | 52.4114178808747 |
| 2011-07-01 | 52.2459632320062 |
| 2011-08-01 | 52.2451421927827 |
| 2011-09-01 | 53.1798050890644 |
| 2011-10-01 | 52.9242790127626 |
| 2011-11-01 | 53.3849823377993 |
| 2011-12-01 | 53.3828315578147 |
| 2012-01-01 | 53.7855519142373 |
| 2012-02-01 | 54.4215258190579 |
| 2012-03-01 | 53.7529590274713 |
| 2012-04-01 | 55.1785914036958 |
| 2012-05-01 | 55.3900310302443 |
| 2012-06-01 | 56.0257174982759 |
| 2012-07-01 | 56.2953515327098 |
| 2012-08-01 | 56.6430231268218 |
| 2012-09-01 | 56.4581307201602 |
| 2012-10-01 | 56.1608914840326 |
| 2012-11-01 | 56.4132076252764 |
| 2012-12-01 | 56.0794487459331 |
| 2013-01-01 | 56.6096967483387 |
| 2013-02-01 | 56.7966443946392 |
| 2013-03-01 | 57.0029133514899 |
| 2013-04-01 | 56.9712008764037 |
| 2013-05-01 | 57.0262427117390 |
| 2013-06-01 | 57.1950729182479 |
| 2013-07-01 | 57.8041746908895 |
| 2013-08-01 | 56.9094699287209 |
| 2013-09-01 | 57.0750037511063 |
| 2013-10-01 | 58.2049896748686 |
| 2013-11-01 | 58.2643466383078 |
| 2013-12-01 | 59.1570581998865 |
| 2014-01-01 | 58.4967011910679 |
| 2014-02-01 | 58.3354088701450 |
| 2014-03-01 | 58.6138849639032 |
| 2014-04-01 | 58.0528470426900 |
| 2014-05-01 | 58.4653611292348 |
| 2014-06-01 | 58.3111924987412 |
| 2014-07-01 | 58.1281066265857 |
| 2014-08-01 | 57.8309539539781 |
| 2014-09-01 | 58.0843509623544 |
| 2014-10-01 | 58.4467653660210 |
| 2014-11-01 | 58.3133168312929 |
| 2014-12-01 | 58.7186860030014 |
| 2015-01-01 | 58.4585523392141 |
| 2015-02-01 | 58.4934813488098 |
| 2015-03-01 | 58.8749052784108 |
| 2015-04-01 | 58.7043052009750 |
| 2015-05-01 | 59.0448244484265 |
| 2015-06-01 | 59.0225373285502 |
| 2015-07-01 | 59.0211684878138 |
| 2015-08-01 | 59.6416538935809 |
| 2015-09-01 | 59.8062687749795 |
| 2015-10-01 | 59.6974860332202 |
| 2015-11-01 | 59.9533989219228 |
| 2015-12-01 | 59.4398826372387 |
| 2016-01-01 | 60.1170623968855 |
| 2016-02-01 | 60.5826267490841 |
| 2016-03-01 | 60.3478295334207 |
| 2016-04-01 | 60.9512462427733 |
| 2016-05-01 | 60.7645515292206 |
| 2016-06-01 | 60.4316448435926 |
| 2016-07-01 | 61.1320833282434 |
| 2016-08-01 | 60.9231986076832 |
| 2016-09-01 | 60.6922353162972 |
| 2016-10-01 | 60.8542891516437 |
| 2016-11-01 | 60.6607962321168 |
| 2016-12-01 | 60.9834492795533 |
| 2017-01-01 | 61.7664683177341 |
| 2017-02-01 | 61.4468988647799 |
| 2017-03-01 | 60.7726636629261 |
| 2017-04-01 | 61.3678768418783 |
| 2017-05-01 | 61.5458199588869 |
| 2017-06-01 | 62.1713423882868 |
| 2017-07-01 | 61.4432857527569 |
| 2017-08-01 | 61.5024533838584 |
| 2017-09-01 | 61.4249653624539 |
| 2017-10-01 | 61.2811963688591 |
| 2017-11-01 | 61.4240092132202 |
| 2017-12-01 | 61.3237653687958 |
| 2018-01-01 | 61.3658312930568 |
| 2018-02-01 | 60.9313977431662 |
| 2018-03-01 | 60.9664877629504 |
| 2018-04-01 | 61.1019414872205 |
| 2018-05-01 | 60.9441609040287 |
| 2018-06-01 | 61.3516077951068 |
| 2018-07-01 | 60.9826474575112 |
| 2018-08-01 | 60.6976466733393 |
| 2018-09-01 | 60.7340662235824 |
| 2018-10-01 | 60.6378844168183 |
| 2018-11-01 | 60.7267208016987 |
| 2018-12-01 | 60.7411330905380 |
| 2019-01-01 | 60.8160550451161 |
| 2019-02-01 | 60.7514157601883 |
| 2019-03-01 | 61.3316432239481 |
| 2019-04-01 | 60.9487606187509 |
| 2019-05-01 | 61.3508414162848 |
| 2019-06-01 | 61.5583354913093 |
| 2019-07-01 | 62.5021342704732 |
| 2019-08-01 | 61.7023477351371 |
| 2019-09-01 | 61.0009263906379 |
| 2019-10-01 | 61.1559655008769 |
| 2019-11-01 | 61.0015431796159 |
| 2019-12-01 | 61.1879399728923 |
| 2020-01-01 | 61.9143307485293 |
| 2020-02-01 | 61.8934248123836 |
| 2020-03-01 | 60.8474841192261 |
| 2020-04-01 | 26.6630891868717 |
| 2020-05-01 | 25.4355641229123 |
| 2020-06-01 | 26.1724339666298 |
| 2020-07-01 | 30.9082263436420 |
| 2020-08-01 | 32.7486316360500 |
| 2020-09-01 | 38.7569008392928 |
| 2020-10-01 | 39.4831200949602 |
| 2020-11-01 | 39.4009284381154 |
| 2020-12-01 | 38.3138655056651 |
| 2021-01-01 | 39.2855188437792 |
| 2021-02-01 | 40.4017639654016 |
| 2021-03-01 | 41.2432957750644 |
| 2021-04-01 | 42.2996659213627 |
| 2021-05-01 | 43.0162908353535 |
| 2021-06-01 | 43.6840349962700 |
| 2021-07-01 | 44.4977540971898 |
| 2021-08-01 | 45.5863696991633 |
| 2021-09-01 | 47.9746866824494 |
| 2021-10-01 | 49.1461089978055 |
| 2021-11-01 | 49.4481810063076 |
| 2021-12-01 | 49.4959453048305 |
| 2022-01-01 | 49.6282737773534 |
| 2022-02-01 | 50.2093385546932 |
| 2022-03-01 | 51.0882420942126 |
| 2022-04-01 | 51.4927019119487 |
| 2022-05-01 | 51.6509557155152 |
| 2022-06-01 | 51.9357856505188 |
| 2022-07-01 | 52.6993338954495 |
| 2022-08-01 | 52.3500135445338 |
| 2022-09-01 | 52.9685395889642 |
| 2022-10-01 | 53.1226641008185 |
| 2022-11-01 | 53.6507105690629 |
| 2022-12-01 | 54.1933689211568 |
| 2023-01-01 | 56.7849243652189 |
| 2023-02-01 | 56.9979204789541 |
| 2023-03-01 | 56.5807344156061 |
| 2023-04-01 | 56.8091229316816 |
| 2023-05-01 | 56.9569044531642 |
| 2023-06-01 | 57.9466418162091 |
| 2023-07-01 | 57.2340562136128 |
| 2023-08-01 | 56.2557003008787 |
| 2023-09-01 | 57.3905856872158 |
| 2023-10-01 | 57.0303839725720 |
| 2023-11-01 | 57.0932371084296 |
| 2023-12-01 | 57.0005877219159 |
| 2024-01-01 | 56.9788071692922 |
| 2024-02-01 | 56.8615754074195 |
| 2024-03-01 | 57.0487285697947 |
| 2024-04-01 | 56.8476054430533 |
| 2024-05-01 | 56.9386060252582 |
| 2024-06-01 | 58.1342766656781 |
| 2024-07-01 | 57.4148282245517 |
| 2024-08-01 | 56.4016411881139 |
| 2024-09-01 | 57.9619539068525 |
| 2024-10-01 | 57.6335901883271 |
| 2024-11-01 | 57.6592312823764 |
| 2024-12-01 | 58.0676446430842 |
| 2025-01-01 | 57.8362506827644 |
| 2025-02-01 | 57.7948897615598 |
| 2025-03-01 | 57.9262564279583 |
| 2025-04-01 | 57.8513648169947 |
| 2025-05-01 | 57.8225842383245 |
| 2025-06-01 | 57.7466660394775 |
| 2025-07-01 | 57.4487462824581 |
| 2025-08-01 | 55.6996150956446 |
| 2025-09-01 | 56.6921850953197 |
| 2025-10-01 | 57.1335148174385 |
| 2025-11-01 | 56.8029389978383 |
| 2025-12-01 | 56.6523475294566 |
| 2026-01-01 | 56.8469645007423 |
| 2026-02-01 | 56.5562952773380 |
| 2026-03-01 | 56.9391331207516 |
| 2026-04-01 | 55.7075623201326 |
| 2026-05-01 | 55.7067409520935 |
| 2026-06-01 | 55.1602139494451 |