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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM 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 | 50.7687116256037 |
| 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 | 49.6766292147527 |
| 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 | 51.0898117065704 |
| 1997-06-01 | 51.0795967685095 |
| 1997-07-01 | 51.2205251680757 |
| 1997-08-01 | 51.0349241842424 |
| 1997-09-01 | 51.0174753770812 |
| 1997-10-01 | 50.9570112163236 |
| 1997-11-01 | 50.9751720958368 |
| 1997-12-01 | 50.9129902189506 |
| 1998-01-01 | 50.9251912807531 |
| 1998-02-01 | 50.7997585658552 |
| 1998-03-01 | 51.0727097268312 |
| 1998-04-01 | 51.5512656629238 |
| 1998-05-01 | 51.8719487264691 |
| 1998-06-01 | 52.0820455125163 |
| 1998-07-01 | 51.7349059633987 |
| 1998-08-01 | 51.6270176142911 |
| 1998-09-01 | 51.4551213987545 |
| 1998-10-01 | 51.9969597493157 |
| 1998-11-01 | 51.9276821912283 |
| 1998-12-01 | 51.8862641568193 |
| 1999-01-01 | 52.0904099026748 |
| 1999-02-01 | 52.3318183427713 |
| 1999-03-01 | 52.4103447378405 |
| 1999-04-01 | 52.7119923243424 |
| 1999-05-01 | 52.3934126362591 |
| 1999-06-01 | 52.2078628882491 |
| 1999-07-01 | 52.2952304008222 |
| 1999-08-01 | 51.8920329070800 |
| 1999-09-01 | 50.9610737603351 |
| 1999-10-01 | 52.1010580083213 |
| 1999-11-01 | 52.1402853966934 |
| 1999-12-01 | 51.8645249129590 |
| 2000-01-01 | 52.6791183964452 |
| 2000-02-01 | 53.1299468433441 |
| 2000-03-01 | 53.5674112185289 |
| 2000-04-01 | 52.4132256899712 |
| 2000-05-01 | 52.1448945696818 |
| 2000-06-01 | 52.5758691793318 |
| 2000-07-01 | 53.8580452281191 |
| 2000-08-01 | 53.4164885074802 |
| 2000-09-01 | 53.4206333235616 |
| 2000-10-01 | 53.1913280346860 |
| 2000-11-01 | 53.2126854550149 |
| 2000-12-01 | 53.5656157577046 |
| 2001-01-01 | 53.3923644158839 |
| 2001-02-01 | 53.1908781026370 |
| 2001-03-01 | 53.1855488281897 |
| 2001-04-01 | 51.4498607354843 |
| 2001-05-01 | 51.6873051248303 |
| 2001-06-01 | 52.0824197861565 |
| 2001-07-01 | 51.3487162827394 |
| 2001-08-01 | 51.6242281978931 |
| 2001-09-01 | 51.6124534655392 |
| 2001-10-01 | 51.0555976400306 |
| 2001-11-01 | 51.0574152093305 |
| 2001-12-01 | 50.6135797776204 |
| 2002-01-01 | 50.9046770190251 |
| 2002-02-01 | 51.1870262026905 |
| 2002-03-01 | 51.6592376245760 |
| 2002-04-01 | 52.2210348324602 |
| 2002-05-01 | 52.3370402849248 |
| 2002-06-01 | 52.2938777831194 |
| 2002-07-01 | 51.7314740455044 |
| 2002-08-01 | 51.6255058760115 |
| 2002-09-01 | 51.9574616810062 |
| 2002-10-01 | 51.9140004267578 |
| 2002-11-01 | 51.8034817195820 |
| 2002-12-01 | 51.9118115459011 |
| 2003-01-01 | 51.1722884116803 |
| 2003-02-01 | 50.8657069815180 |
| 2003-03-01 | 50.9845989659409 |
| 2003-04-01 | 50.7826175297040 |
| 2003-05-01 | 51.1575970408462 |
| 2003-06-01 | 50.8832819289693 |
| 2003-07-01 | 50.6168145427480 |
| 2003-08-01 | 51.0859869445227 |
| 2003-09-01 | 51.6286103930259 |
| 2003-10-01 | 50.6666697990930 |
| 2003-11-01 | 50.4481445100827 |
| 2003-12-01 | 50.7609242477348 |
| 2004-01-01 | 49.9655489663158 |
| 2004-02-01 | 49.9564416981262 |
| 2004-03-01 | 49.7898615547440 |
| 2004-04-01 | 49.9892688514706 |
| 2004-05-01 | 49.6961266145927 |
| 2004-06-01 | 49.4643855990370 |
| 2004-07-01 | 49.9544709808712 |
| 2004-08-01 | 50.5484060520183 |
| 2004-09-01 | 49.7804462463197 |
| 2004-10-01 | 49.6587627477448 |
| 2004-11-01 | 49.7329305465854 |
| 2004-12-01 | 49.3793831742898 |
| 2005-01-01 | 49.4744488256634 |
| 2005-02-01 | 49.4248253557304 |
| 2005-03-01 | 49.6332559183603 |
| 2005-04-01 | 49.9161878569106 |
| 2005-05-01 | 49.9539576647043 |
| 2005-06-01 | 50.0798875975548 |
| 2005-07-01 | 50.6895283530998 |
| 2005-08-01 | 50.6473391064729 |
| 2005-09-01 | 50.9641214282627 |
| 2005-10-01 | 51.0787624231552 |
| 2005-11-01 | 51.1443468839849 |
| 2005-12-01 | 51.5236602057125 |
| 2006-01-01 | 52.0073879701700 |
| 2006-02-01 | 52.1040012600785 |
| 2006-03-01 | 52.1031913367256 |
| 2006-04-01 | 52.4919325202879 |
| 2006-05-01 | 52.5477273306433 |
| 2006-06-01 | 52.9986362876565 |
| 2006-07-01 | 52.9141552536664 |
| 2006-08-01 | 52.8145553055746 |
| 2006-09-01 | 52.8011992879924 |
| 2006-10-01 | 53.3153754964237 |
| 2006-11-01 | 53.5161108809306 |
| 2006-12-01 | 53.1793213984458 |
| 2007-01-01 | 52.7291422625896 |
| 2007-02-01 | 53.5785649516398 |
| 2007-03-01 | 54.1068336274920 |
| 2007-04-01 | 52.9279372317537 |
| 2007-05-01 | 52.6357802332945 |
| 2007-06-01 | 53.5078949599448 |
| 2007-07-01 | 53.3194473592614 |
| 2007-08-01 | 53.3146762369721 |
| 2007-09-01 | 52.9203838763547 |
| 2007-10-01 | 52.7400038650668 |
| 2007-11-01 | 52.8941943439340 |
| 2007-12-01 | 52.6875530779071 |
| 2008-01-01 | 52.5819477070937 |
| 2008-02-01 | 52.5860387064143 |
| 2008-03-01 | 52.7923496807607 |
| 2008-04-01 | 52.5570956366313 |
| 2008-05-01 | 52.5084654730787 |
| 2008-06-01 | 51.8920346556556 |
| 2008-07-01 | 52.0935749457329 |
| 2008-08-01 | 51.5856577149229 |
| 2008-09-01 | 51.6727766094258 |
| 2008-10-01 | 51.5821859742792 |
| 2008-11-01 | 51.2894345413126 |
| 2008-12-01 | 51.6839232734965 |
| 2009-01-01 | 51.1095142011379 |
| 2009-02-01 | 50.7480782319026 |
| 2009-03-01 | 49.8640841065121 |
| 2009-04-01 | 49.4144173797804 |
| 2009-05-01 | 49.5755663211126 |
| 2009-06-01 | 49.3629190002566 |
| 2009-07-01 | 49.2536567611077 |
| 2009-08-01 | 49.9648310299983 |
| 2009-09-01 | 49.8983096435163 |
| 2009-10-01 | 49.9376267205104 |
| 2009-11-01 | 49.6647757476390 |
| 2009-12-01 | 50.0201683993201 |
| 2010-01-01 | 50.1739769762876 |
| 2010-02-01 | 50.1242950082582 |
| 2010-03-01 | 50.7576673983938 |
| 2010-04-01 | 50.6457060645059 |
| 2010-05-01 | 50.5225951336931 |
| 2010-06-01 | 50.2036781527741 |
| 2010-07-01 | 51.0145218264012 |
| 2010-08-01 | 51.0389955670759 |
| 2010-09-01 | 51.0071256774468 |
| 2010-10-01 | 51.3876357554246 |
| 2010-11-01 | 51.5374175255993 |
| 2010-12-01 | 52.1028793807982 |
| 2011-01-01 | 51.8723315299245 |
| 2011-02-01 | 51.8264511773846 |
| 2011-03-01 | 52.0435201984227 |
| 2011-04-01 | 52.2573707757834 |
| 2011-05-01 | 52.2307581363989 |
| 2011-06-01 | 52.4114169376023 |
| 2011-07-01 | 52.2459606065037 |
| 2011-08-01 | 52.2451390881200 |
| 2011-09-01 | 53.1798027688349 |
| 2011-10-01 | 52.9242789576627 |
| 2011-11-01 | 53.3849833375841 |
| 2011-12-01 | 53.3828373066735 |
| 2012-01-01 | 53.7855550277768 |
| 2012-02-01 | 54.4215288136412 |
| 2012-03-01 | 53.7529611433425 |
| 2012-04-01 | 55.1785911988321 |
| 2012-05-01 | 55.3900288242398 |
| 2012-06-01 | 56.0257135469400 |
| 2012-07-01 | 56.2953449448967 |
| 2012-08-01 | 56.6430165123594 |
| 2012-09-01 | 56.4581264655656 |
| 2012-10-01 | 56.1608909736177 |
| 2012-11-01 | 56.4132089520399 |
| 2012-12-01 | 56.0794662656804 |
| 2013-01-01 | 56.6097031432301 |
| 2013-02-01 | 56.7966507163128 |
| 2013-03-01 | 57.0029186888488 |
| 2013-04-01 | 56.9712039005391 |
| 2013-05-01 | 57.0262431525730 |
| 2013-06-01 | 57.1950367446030 |
| 2013-07-01 | 57.8041691241078 |
| 2013-08-01 | 56.9094631338679 |
| 2013-09-01 | 57.0749984962357 |
| 2013-10-01 | 58.2049869049173 |
| 2013-11-01 | 58.2643581691558 |
| 2013-12-01 | 59.1570829430225 |
| 2014-01-01 | 58.4967222659805 |
| 2014-02-01 | 58.3354142811028 |
| 2014-03-01 | 58.6138955482259 |
| 2014-04-01 | 58.0528513003498 |
| 2014-05-01 | 58.4653632740875 |
| 2014-06-01 | 58.3111047619245 |
| 2014-07-01 | 58.1281024039074 |
| 2014-08-01 | 57.8309485311940 |
| 2014-09-01 | 58.0843484427258 |
| 2014-10-01 | 58.4467669948951 |
| 2014-11-01 | 58.3133475206268 |
| 2014-12-01 | 58.7187257093081 |
| 2015-01-01 | 58.4585940738060 |
| 2015-02-01 | 58.4934872850681 |
| 2015-03-01 | 58.8749163694424 |
| 2015-04-01 | 58.7042994893119 |
| 2015-05-01 | 59.0448130065654 |
| 2015-06-01 | 59.0223829203742 |
| 2015-07-01 | 59.0211557338397 |
| 2015-08-01 | 59.6416483459610 |
| 2015-09-01 | 59.8062780090848 |
| 2015-10-01 | 59.6975113928055 |
| 2015-11-01 | 59.9534748873212 |
| 2015-12-01 | 59.4399525286361 |
| 2016-01-01 | 60.1171413370621 |
| 2016-02-01 | 60.5826365788174 |
| 2016-03-01 | 60.3478284735192 |
| 2016-04-01 | 60.9512006099852 |
| 2016-05-01 | 60.7644840418010 |
| 2016-06-01 | 60.4314108932724 |
| 2016-07-01 | 61.1320593905622 |
| 2016-08-01 | 60.9231672550164 |
| 2016-09-01 | 60.6922540582676 |
| 2016-10-01 | 60.8543645456029 |
| 2016-11-01 | 60.6609583918303 |
| 2016-12-01 | 60.9836360290793 |
| 2017-01-01 | 61.7666146746026 |
| 2017-02-01 | 61.4469623869833 |
| 2017-03-01 | 60.7725284219998 |
| 2017-04-01 | 61.3677637336951 |
| 2017-05-01 | 61.5456879478423 |
| 2017-06-01 | 62.1710452547711 |
| 2017-07-01 | 61.4430493752530 |
| 2017-08-01 | 61.5024312101134 |
| 2017-09-01 | 61.4250454127421 |
| 2017-10-01 | 61.2814788500567 |
| 2017-11-01 | 61.4242479740514 |
| 2017-12-01 | 61.3240323322022 |
| 2018-01-01 | 61.3661289053993 |
| 2018-02-01 | 60.9314727043147 |
| 2018-03-01 | 60.9661820294809 |
| 2018-04-01 | 61.1017361265040 |
| 2018-05-01 | 60.9439510122239 |
| 2018-06-01 | 61.3512671425233 |
| 2018-07-01 | 60.9821729195733 |
| 2018-08-01 | 60.6975833374641 |
| 2018-09-01 | 60.7342942851607 |
| 2018-10-01 | 60.6384192921653 |
| 2018-11-01 | 60.7270316500134 |
| 2018-12-01 | 60.7414565460626 |
| 2019-01-01 | 60.8164451355961 |
| 2019-02-01 | 60.7514560213601 |
| 2019-03-01 | 61.3311355849804 |
| 2019-04-01 | 60.9484747890075 |
| 2019-05-01 | 61.3506051962605 |
| 2019-06-01 | 61.5580511118814 |
| 2019-07-01 | 62.5014691903186 |
| 2019-08-01 | 61.7023079591114 |
| 2019-09-01 | 61.0013238526888 |
| 2019-10-01 | 61.1567174916828 |
| 2019-11-01 | 61.0018335910693 |
| 2019-12-01 | 61.1881428341814 |
| 2020-01-01 | 61.9147624289434 |
| 2020-02-01 | 61.8933390097363 |
| 2020-03-01 | 60.8468108930097 |
| 2020-04-01 | 26.6626395813541 |
| 2020-05-01 | 25.4351661286063 |
| 2020-06-01 | 26.1727972847198 |
| 2020-07-01 | 30.9074270467843 |
| 2020-08-01 | 32.7488984400965 |
| 2020-09-01 | 38.7574167061934 |
| 2020-10-01 | 39.4840014728375 |
| 2020-11-01 | 39.4012950468144 |
| 2020-12-01 | 38.3139603268793 |
| 2021-01-01 | 39.2856709589045 |
| 2021-02-01 | 40.4011634908117 |
| 2021-03-01 | 41.2419465944260 |
| 2021-04-01 | 42.2985568759199 |
| 2021-05-01 | 43.0154010213899 |
| 2021-06-01 | 43.6863216722346 |
| 2021-07-01 | 44.4970512577475 |
| 2021-08-01 | 45.5875960935970 |
| 2021-09-01 | 47.9757818421527 |
| 2021-10-01 | 49.1474995567111 |
| 2021-11-01 | 49.4487720589747 |
| 2021-12-01 | 49.4956647032510 |
| 2022-01-01 | 49.6274729690701 |
| 2022-02-01 | 50.2071370615742 |
| 2022-03-01 | 51.0852098457124 |
| 2022-04-01 | 51.4901162830142 |
| 2022-05-01 | 51.6493531822270 |
| 2022-06-01 | 51.9404858444024 |
| 2022-07-01 | 52.7000904055246 |
| 2022-08-01 | 52.3531918583942 |
| 2022-09-01 | 52.9715647552325 |
| 2022-10-01 | 53.1254494238192 |
| 2022-11-01 | 53.6522691359860 |
| 2022-12-01 | 54.1928782422012 |
| 2023-01-01 | 56.7822628344123 |
| 2023-02-01 | 56.9926040160436 |
| 2023-03-01 | 56.5743566865184 |
| 2023-04-01 | 56.8004487749507 |
| 2023-05-01 | 56.9474781774715 |
| 2023-06-01 | 57.9631488292510 |
| 2023-07-01 | 57.2408906870050 |
| 2023-08-01 | 56.2623664781089 |
| 2023-09-01 | 57.3972373523056 |
| 2023-10-01 | 57.0350069069485 |
| 2023-11-01 | 57.0951125239758 |
| 2023-12-01 | 56.9986529096736 |
| 2024-01-01 | 56.9724579754455 |
| 2024-02-01 | 56.8508606369962 |
| 2024-03-01 | 57.0364336781046 |
| 2024-04-01 | 56.8292500956105 |
| 2024-05-01 | 56.9153296680961 |
| 2024-06-01 | 58.1628281259840 |
| 2024-07-01 | 57.4458352371041 |
| 2024-08-01 | 56.4116045054368 |
| 2024-09-01 | 57.9719403203828 |
| 2024-10-01 | 57.6392977655499 |
| 2024-11-01 | 57.6602719579378 |
| 2024-12-01 | 58.0628934888431 |
| 2025-01-01 | 57.8251631913260 |
| 2025-02-01 | 57.7782888290790 |
| 2025-03-01 | 57.9073332492564 |
| 2025-04-01 | 57.8215383979179 |
| 2025-05-01 | 57.7820941903809 |
| 2025-06-01 | 57.7892919390414 |
| 2025-07-01 | 57.5109272883855 |
| 2025-08-01 | 55.7121501772778 |
| 2025-09-01 | 56.7046951891985 |
| 2025-10-01 | 57.1394354249596 |
| 2025-11-01 | 56.8018990644909 |
| 2025-12-01 | 56.6437521958170 |
| 2026-01-01 | 56.8307822931749 |
| 2026-02-01 | 56.5338638364151 |
| 2026-03-01 | 56.9137996074214 |
| 2026-04-01 | 55.6685741580334 |
| 2026-05-01 | 55.6527185335231 |
| 2026-06-01 | 54.9085773402829 |
| 2026-07-01 | 52.0860364764877 |