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 2026-08-01 |
| 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 | 54.2694209912 |
| 1990-02-01 | 53.8950549729 |
| 1990-03-01 | 54.4299910585 |
| 1990-04-01 | 53.5997613285 |
| 1990-05-01 | 52.8761295146 |
| 1990-06-01 | 53.6099309460 |
| 1990-07-01 | 53.8856040020 |
| 1990-08-01 | 53.9290816099 |
| 1990-09-01 | 53.9639352409 |
| 1990-10-01 | 53.7782351222 |
| 1990-11-01 | 54.7095540068 |
| 1990-12-01 | 54.1757734284 |
| 1991-01-01 | 52.1718125241 |
| 1991-02-01 | 51.8784216866 |
| 1991-03-01 | 52.2282257846 |
| 1991-04-01 | 51.7616240234 |
| 1991-05-01 | 51.6909432955 |
| 1991-06-01 | 52.2914966622 |
| 1991-07-01 | 51.3914362238 |
| 1991-08-01 | 51.2215038399 |
| 1991-09-01 | 51.2805827772 |
| 1991-10-01 | 51.0065162958 |
| 1991-11-01 | 51.0388032248 |
| 1991-12-01 | 51.1129475639 |
| 1992-01-01 | 50.7687116256 |
| 1992-02-01 | 50.8330870766 |
| 1992-03-01 | 50.9368934531 |
| 1992-04-01 | 51.0879589285 |
| 1992-05-01 | 51.2948344619 |
| 1992-06-01 | 51.0444973384 |
| 1992-07-01 | 51.1037736398 |
| 1992-08-01 | 51.1157683841 |
| 1992-09-01 | 50.9999695520 |
| 1992-10-01 | 51.6701997324 |
| 1992-11-01 | 51.5911228162 |
| 1992-12-01 | 51.6672980072 |
| 1993-01-01 | 51.7663848537 |
| 1993-02-01 | 52.0971814287 |
| 1993-03-01 | 51.7204778815 |
| 1993-04-01 | 52.2055593952 |
| 1993-05-01 | 51.7695999821 |
| 1993-06-01 | 51.7669948595 |
| 1993-07-01 | 51.7133735569 |
| 1993-08-01 | 51.6152100977 |
| 1993-09-01 | 51.9521933614 |
| 1993-10-01 | 51.2266144654 |
| 1993-11-01 | 51.1588479423 |
| 1993-12-01 | 51.0536859665 |
| 1994-01-01 | 51.0692618687 |
| 1994-02-01 | 50.8413143663 |
| 1994-03-01 | 51.2324220500 |
| 1994-04-01 | 50.7209090978 |
| 1994-05-01 | 50.2132965136 |
| 1994-06-01 | 50.5499721548 |
| 1994-07-01 | 50.5021228219 |
| 1994-08-01 | 50.6276296089 |
| 1994-09-01 | 50.2797496737 |
| 1994-10-01 | 50.5135215492 |
| 1994-11-01 | 50.4405508490 |
| 1994-12-01 | 50.3572026494 |
| 1995-01-01 | 50.5870212798 |
| 1995-02-01 | 50.3369438608 |
| 1995-03-01 | 50.8221733827 |
| 1995-04-01 | 49.1520151596 |
| 1995-05-01 | 49.1103408194 |
| 1995-06-01 | 49.5880495979 |
| 1995-07-01 | 49.6766292148 |
| 1995-08-01 | 49.7537344490 |
| 1995-09-01 | 49.9478440351 |
| 1995-10-01 | 49.4649470612 |
| 1995-11-01 | 49.7197023130 |
| 1995-12-01 | 50.0844335969 |
| 1996-01-01 | 49.6230637499 |
| 1996-02-01 | 49.5293131328 |
| 1996-03-01 | 50.4285787390 |
| 1996-04-01 | 49.3758875612 |
| 1996-05-01 | 49.3941550603 |
| 1996-06-01 | 49.4202162051 |
| 1996-07-01 | 48.9402688606 |
| 1996-08-01 | 49.4024137407 |
| 1996-09-01 | 49.4823479828 |
| 1996-10-01 | 49.8258607926 |
| 1996-11-01 | 49.8961605165 |
| 1996-12-01 | 50.1116886637 |
| 1997-01-01 | 50.2735238536 |
| 1997-02-01 | 50.6265003922 |
| 1997-03-01 | 50.3095098435 |
| 1997-04-01 | 50.7075000191 |
| 1997-05-01 | 51.0898117066 |
| 1997-06-01 | 51.0795967685 |
| 1997-07-01 | 51.2205251681 |
| 1997-08-01 | 51.0349241842 |
| 1997-09-01 | 51.0174753771 |
| 1997-10-01 | 50.9570112163 |
| 1997-11-01 | 50.9751720958 |
| 1997-12-01 | 50.9129902190 |
| 1998-01-01 | 50.9251912808 |
| 1998-02-01 | 50.7997585659 |
| 1998-03-01 | 51.0727097268 |
| 1998-04-01 | 51.5512656629 |
| 1998-05-01 | 51.8719487265 |
| 1998-06-01 | 52.0820455125 |
| 1998-07-01 | 51.7349059634 |
| 1998-08-01 | 51.6270176143 |
| 1998-09-01 | 51.4551213988 |
| 1998-10-01 | 51.9969597493 |
| 1998-11-01 | 51.9276821912 |
| 1998-12-01 | 51.8862641568 |
| 1999-01-01 | 52.0904099027 |
| 1999-02-01 | 52.3318183428 |
| 1999-03-01 | 52.4103447378 |
| 1999-04-01 | 52.7119923243 |
| 1999-05-01 | 52.3934126363 |
| 1999-06-01 | 52.2078628882 |
| 1999-07-01 | 52.2952304008 |
| 1999-08-01 | 51.8920329071 |
| 1999-09-01 | 50.9610737603 |
| 1999-10-01 | 52.1010580083 |
| 1999-11-01 | 52.1402853967 |
| 1999-12-01 | 51.8645249130 |
| 2000-01-01 | 52.6791183964 |
| 2000-02-01 | 53.1299468434 |
| 2000-03-01 | 53.5674112185 |
| 2000-04-01 | 52.4132256900 |
| 2000-05-01 | 52.1448945697 |
| 2000-06-01 | 52.5758691793 |
| 2000-07-01 | 53.8580452281 |
| 2000-08-01 | 53.4164885075 |
| 2000-09-01 | 53.4206333236 |
| 2000-10-01 | 53.1913280347 |
| 2000-11-01 | 53.2126854550 |
| 2000-12-01 | 53.5656157577 |
| 2001-01-01 | 53.3923644159 |
| 2001-02-01 | 53.1908781027 |
| 2001-03-01 | 53.1855488282 |
| 2001-04-01 | 51.4498607355 |
| 2001-05-01 | 51.6873051248 |
| 2001-06-01 | 52.0824197861 |
| 2001-07-01 | 51.3487162827 |
| 2001-08-01 | 51.6242281979 |
| 2001-09-01 | 51.6124534656 |
| 2001-10-01 | 51.0555976401 |
| 2001-11-01 | 51.0574152094 |
| 2001-12-01 | 50.6135797776 |
| 2002-01-01 | 50.9046770190 |
| 2002-02-01 | 51.1870262027 |
| 2002-03-01 | 51.6592376245 |
| 2002-04-01 | 52.2210348324 |
| 2002-05-01 | 52.3370402849 |
| 2002-06-01 | 52.2938777831 |
| 2002-07-01 | 51.7314740455 |
| 2002-08-01 | 51.6255058761 |
| 2002-09-01 | 51.9574616811 |
| 2002-10-01 | 51.9140004269 |
| 2002-11-01 | 51.8034817197 |
| 2002-12-01 | 51.9118115459 |
| 2003-01-01 | 51.1722884116 |
| 2003-02-01 | 50.8657069814 |
| 2003-03-01 | 50.9845989658 |
| 2003-04-01 | 50.7826175295 |
| 2003-05-01 | 51.1575970407 |
| 2003-06-01 | 50.8832819293 |
| 2003-07-01 | 50.6168145426 |
| 2003-08-01 | 51.0859869445 |
| 2003-09-01 | 51.6286103931 |
| 2003-10-01 | 50.6666697994 |
| 2003-11-01 | 50.4481445105 |
| 2003-12-01 | 50.7609242482 |
| 2004-01-01 | 49.9655489666 |
| 2004-02-01 | 49.9564416985 |
| 2004-03-01 | 49.7898615525 |
| 2004-04-01 | 49.9892688510 |
| 2004-05-01 | 49.6961266139 |
| 2004-06-01 | 49.4643855993 |
| 2004-07-01 | 49.9544709801 |
| 2004-08-01 | 50.5484060519 |
| 2004-09-01 | 49.7804462475 |
| 2004-10-01 | 49.6587627506 |
| 2004-11-01 | 49.7329305497 |
| 2004-12-01 | 49.3793831764 |
| 2005-01-01 | 49.4744488253 |
| 2005-02-01 | 49.4248253535 |
| 2005-03-01 | 49.6332559099 |
| 2005-04-01 | 49.9161878526 |
| 2005-05-01 | 49.9539576620 |
| 2005-06-01 | 50.0798875991 |
| 2005-07-01 | 50.6895283555 |
| 2005-08-01 | 50.6473391110 |
| 2005-09-01 | 50.9641214350 |
| 2005-10-01 | 51.0787624307 |
| 2005-11-01 | 51.1443468890 |
| 2005-12-01 | 51.5236602208 |
| 2006-01-01 | 52.0073879609 |
| 2006-02-01 | 52.1040012439 |
| 2006-03-01 | 52.1031913087 |
| 2006-04-01 | 52.4919325119 |
| 2006-05-01 | 52.5477273159 |
| 2006-06-01 | 52.9986362870 |
| 2006-07-01 | 52.9141552795 |
| 2006-08-01 | 52.8145553226 |
| 2006-09-01 | 52.8011993117 |
| 2006-10-01 | 53.3153755207 |
| 2006-11-01 | 53.5161108957 |
| 2006-12-01 | 53.1793214328 |
| 2007-01-01 | 52.7291422530 |
| 2007-02-01 | 53.5785649333 |
| 2007-03-01 | 54.1068334222 |
| 2007-04-01 | 52.9279372296 |
| 2007-05-01 | 52.6357802148 |
| 2007-06-01 | 53.5078949846 |
| 2007-07-01 | 53.3194474460 |
| 2007-08-01 | 53.3146763164 |
| 2007-09-01 | 52.9203839721 |
| 2007-10-01 | 52.7400039587 |
| 2007-11-01 | 52.8941944124 |
| 2007-12-01 | 52.6875529252 |
| 2008-01-01 | 52.5819476971 |
| 2008-02-01 | 52.5860386589 |
| 2008-03-01 | 52.7923492481 |
| 2008-04-01 | 52.5570955929 |
| 2008-05-01 | 52.5084654377 |
| 2008-06-01 | 51.8920347296 |
| 2008-07-01 | 52.0935751399 |
| 2008-08-01 | 51.5856578993 |
| 2008-09-01 | 51.6727771884 |
| 2008-10-01 | 51.5821860947 |
| 2008-11-01 | 51.2894345734 |
| 2008-12-01 | 51.6839228080 |
| 2009-01-01 | 51.1095140887 |
| 2009-02-01 | 50.7480780677 |
| 2009-03-01 | 49.8640832169 |
| 2009-04-01 | 49.4144172638 |
| 2009-05-01 | 49.5755662856 |
| 2009-06-01 | 49.3629192231 |
| 2009-07-01 | 49.2536572307 |
| 2009-08-01 | 49.9648315390 |
| 2009-09-01 | 49.8983109525 |
| 2009-10-01 | 49.9376271299 |
| 2009-11-01 | 49.6647760122 |
| 2009-12-01 | 50.0201662116 |
| 2010-01-01 | 50.1739769455 |
| 2010-02-01 | 50.1242947616 |
| 2010-03-01 | 50.7576661061 |
| 2010-04-01 | 50.6457056672 |
| 2010-05-01 | 50.5225948058 |
| 2010-06-01 | 50.2036781602 |
| 2010-07-01 | 51.0145230585 |
| 2010-08-01 | 51.0389985997 |
| 2010-09-01 | 51.0071280309 |
| 2010-10-01 | 51.3876361362 |
| 2010-11-01 | 51.5374175733 |
| 2010-12-01 | 52.1028743844 |
| 2011-01-01 | 51.8723304906 |
| 2011-02-01 | 51.8264497512 |
| 2011-03-01 | 52.0435177511 |
| 2011-04-01 | 52.2573699221 |
| 2011-05-01 | 52.2307582348 |
| 2011-06-01 | 52.4114183687 |
| 2011-07-01 | 52.2459649413 |
| 2011-08-01 | 52.2451470846 |
| 2011-09-01 | 53.1798075544 |
| 2011-10-01 | 52.9242797358 |
| 2011-11-01 | 53.3849818442 |
| 2011-12-01 | 53.3828262263 |
| 2012-01-01 | 53.7855485288 |
| 2012-02-01 | 54.4215220109 |
| 2012-03-01 | 53.7529554542 |
| 2012-04-01 | 55.1785900384 |
| 2012-05-01 | 55.3900322138 |
| 2012-06-01 | 56.0257213562 |
| 2012-07-01 | 56.2953582343 |
| 2012-08-01 | 56.6430343226 |
| 2012-09-01 | 56.4581370646 |
| 2012-10-01 | 56.1608938391 |
| 2012-11-01 | 56.4132062233 |
| 2012-12-01 | 56.0794321870 |
| 2013-01-01 | 56.6096869038 |
| 2013-02-01 | 56.7966337469 |
| 2013-03-01 | 57.0029046023 |
| 2013-04-01 | 56.9711969618 |
| 2013-05-01 | 57.0262458342 |
| 2013-06-01 | 57.1950903841 |
| 2013-07-01 | 57.8041894885 |
| 2013-08-01 | 56.9094910085 |
| 2013-09-01 | 57.0750222344 |
| 2013-10-01 | 58.2050077049 |
| 2013-11-01 | 58.2643142776 |
| 2013-12-01 | 59.1570530351 |
| 2014-01-01 | 58.4966593995 |
| 2014-02-01 | 58.3354102871 |
| 2014-03-01 | 58.6138164606 |
| 2014-04-01 | 58.0528375831 |
| 2014-05-01 | 58.4653538094 |
| 2014-06-01 | 58.3112619787 |
| 2014-07-01 | 58.1281318169 |
| 2014-08-01 | 57.8310111746 |
| 2014-09-01 | 58.0844291360 |
| 2014-10-01 | 58.4468493427 |
| 2014-11-01 | 58.3132825622 |
| 2014-12-01 | 58.7186806769 |
| 2015-01-01 | 58.4584156112 |
| 2015-02-01 | 58.4933717396 |
| 2015-03-01 | 58.8746222098 |
| 2015-04-01 | 58.7041693895 |
| 2015-05-01 | 59.0447771869 |
| 2015-06-01 | 59.0227453189 |
| 2015-07-01 | 59.0214259503 |
| 2015-08-01 | 59.6420498815 |
| 2015-09-01 | 59.8066906922 |
| 2015-10-01 | 59.6977851632 |
| 2015-11-01 | 59.9533081245 |
| 2015-12-01 | 59.4396269524 |
| 2016-01-01 | 60.1164490480 |
| 2016-02-01 | 60.5819677543 |
| 2016-03-01 | 60.3469514424 |
| 2016-04-01 | 60.9508001949 |
| 2016-05-01 | 60.7645597791 |
| 2016-06-01 | 60.4323335245 |
| 2016-07-01 | 61.1330270646 |
| 2016-08-01 | 60.9246062383 |
| 2016-09-01 | 60.6935617535 |
| 2016-10-01 | 60.8551204488 |
| 2016-11-01 | 60.6607795224 |
| 2016-12-01 | 60.9829159619 |
| 2017-01-01 | 61.7634901253 |
| 2017-02-01 | 61.4450805597 |
| 2017-03-01 | 60.7703816484 |
| 2017-04-01 | 61.3674135825 |
| 2017-05-01 | 61.5453872500 |
| 2017-06-01 | 62.1724272589 |
| 2017-07-01 | 61.4443504992 |
| 2017-08-01 | 61.5106438626 |
| 2017-09-01 | 61.4276555047 |
| 2017-10-01 | 61.2803380538 |
| 2017-11-01 | 61.4261797581 |
| 2017-12-01 | 61.3251703882 |
| 2018-01-01 | 61.3509178282 |
| 2018-02-01 | 60.9298412487 |
| 2018-03-01 | 60.9632587042 |
| 2018-04-01 | 61.1011643797 |
| 2018-05-01 | 60.9426690167 |
| 2018-06-01 | 61.3527065482 |
| 2018-07-01 | 60.9835392215 |
| 2018-08-01 | 60.7199209989 |
| 2018-09-01 | 60.7379944579 |
| 2018-10-01 | 60.6353328781 |
| 2018-11-01 | 60.7309730363 |
| 2018-12-01 | 60.7438568272 |
| 2019-01-01 | 60.7879836590 |
| 2019-02-01 | 60.7481960306 |
| 2019-03-01 | 61.3253113437 |
| 2019-04-01 | 60.9456988734 |
| 2019-05-01 | 61.3474882731 |
| 2019-06-01 | 61.5601966487 |
| 2019-07-01 | 62.5050098343 |
| 2019-08-01 | 61.7410695543 |
| 2019-09-01 | 61.0083450912 |
| 2019-10-01 | 61.1533016421 |
| 2019-11-01 | 61.0084109545 |
| 2019-12-01 | 61.1923752960 |
| 2020-01-01 | 61.8764319960 |
| 2020-02-01 | 61.8902651800 |
| 2020-03-01 | 60.8207699376 |
| 2020-04-01 | 26.6572671642 |
| 2020-05-01 | 25.4285624783 |
| 2020-06-01 | 26.1699325956 |
| 2020-07-01 | 30.9062340266 |
| 2020-08-01 | 32.8456986316 |
| 2020-09-01 | 38.7599369635 |
| 2020-10-01 | 39.4770515177 |
| 2020-11-01 | 39.4052363472 |
| 2020-12-01 | 38.3161696048 |
| 2021-01-01 | 39.2454755830 |
| 2021-02-01 | 40.3943151533 |
| 2021-03-01 | 41.1916234189 |
| 2021-04-01 | 42.2864223659 |
| 2021-05-01 | 43.0013429213 |
| 2021-06-01 | 43.6707949473 |
| 2021-07-01 | 44.4882990695 |
| 2021-08-01 | 45.7715473742 |
| 2021-09-01 | 47.9723694002 |
| 2021-10-01 | 49.1360285169 |
| 2021-11-01 | 49.4494079318 |
| 2021-12-01 | 49.4951772595 |
| 2022-01-01 | 49.5858834153 |
| 2022-02-01 | 50.1943204974 |
| 2022-03-01 | 51.0069127698 |
| 2022-04-01 | 51.4653951662 |
| 2022-05-01 | 51.6218616537 |
| 2022-06-01 | 51.9062167269 |
| 2022-07-01 | 52.6795486542 |
| 2022-08-01 | 52.6617399303 |
| 2022-09-01 | 52.9487516533 |
| 2022-10-01 | 53.1126691939 |
| 2022-11-01 | 53.6484171545 |
| 2022-12-01 | 54.1873280571 |
| 2023-01-01 | 56.7466768172 |
| 2023-02-01 | 56.9685494456 |
| 2023-03-01 | 56.4762529717 |
| 2023-04-01 | 56.7546239018 |
| 2023-05-01 | 56.8953357129 |
| 2023-06-01 | 57.8926746330 |
| 2023-07-01 | 57.2119923994 |
| 2023-08-01 | 56.7072764210 |
| 2023-09-01 | 57.3678140988 |
| 2023-10-01 | 57.0274007767 |
| 2023-11-01 | 57.0884890737 |
| 2023-12-01 | 56.9867633019 |
| 2024-01-01 | 56.9402399684 |
| 2024-02-01 | 56.8127525505 |
| 2024-03-01 | 56.9151139416 |
| 2024-04-01 | 56.7590651968 |
| 2024-05-01 | 56.8322726506 |
| 2024-06-01 | 58.0504296321 |
| 2024-07-01 | 57.4112322129 |
| 2024-08-01 | 57.0119238056 |
| 2024-09-01 | 57.9311801938 |
| 2024-10-01 | 57.6349247509 |
| 2024-11-01 | 57.6492394059 |
| 2024-12-01 | 58.0428814622 |
| 2025-01-01 | 57.7920355174 |
| 2025-02-01 | 57.7243728654 |
| 2025-03-01 | 57.7793586068 |
| 2025-04-01 | 57.7271434696 |
| 2025-05-01 | 57.6675708520 |
| 2025-06-01 | 57.6334031033 |
| 2025-07-01 | 57.4777341188 |
| 2025-08-01 | 56.4357006701 |
| 2025-09-01 | 56.6669792098 |
| 2025-10-01 | 57.1377619304 |
| 2025-11-01 | 56.7886849689 |
| 2025-12-01 | 56.6169972812 |
| 2026-01-01 | 56.7863865548 |
| 2026-02-01 | 56.4660632723 |
| 2026-03-01 | 56.7849710319 |
| 2026-04-01 | 55.5548265686 |
| 2026-05-01 | 55.5147020740 |
| 2026-06-01 | 54.7272800637 |
| 2026-07-01 | 51.2584664837 |
| 2026-08-01 | 53.8508098162 |