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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM CST |
| 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 | 50.6276296089186 |
| 1994-09-01 | 50.2797496736510 |
| 1994-10-01 | 50.5135215491530 |
| 1994-11-01 | 50.4405508489953 |
| 1994-12-01 | 50.3572026494485 |
| 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 | 49.7537344489669 |
| 1995-09-01 | 49.9478440351321 |
| 1995-10-01 | 49.4649470611507 |
| 1995-11-01 | 49.7197023129897 |
| 1995-12-01 | 50.0844335969258 |
| 1996-01-01 | 49.6230637499144 |
| 1996-02-01 | 49.5293131328262 |
| 1996-03-01 | 50.4285787390100 |
| 1996-04-01 | 49.3758875611763 |
| 1996-05-01 | 49.3941550602898 |
| 1996-06-01 | 49.4202162050752 |
| 1996-07-01 | 48.9402688605722 |
| 1996-08-01 | 49.4024137406896 |
| 1996-09-01 | 49.4823479828012 |
| 1996-10-01 | 49.8258607926329 |
| 1996-11-01 | 49.8961605165237 |
| 1996-12-01 | 50.1116886636791 |
| 1997-01-01 | 50.2735238536028 |
| 1997-02-01 | 50.6265003921808 |
| 1997-03-01 | 50.3095098435416 |
| 1997-04-01 | 50.7075000190615 |
| 1997-05-01 | 51.0898117065749 |
| 1997-06-01 | 51.0795967685112 |
| 1997-07-01 | 51.2205251680757 |
| 1997-08-01 | 51.0349241842390 |
| 1997-09-01 | 51.0174753770747 |
| 1997-10-01 | 50.9570112163167 |
| 1997-11-01 | 50.9751720958324 |
| 1997-12-01 | 50.9129902189513 |
| 1998-01-01 | 50.9251912807588 |
| 1998-02-01 | 50.7997585658624 |
| 1998-03-01 | 51.0727097268418 |
| 1998-04-01 | 51.5512656629366 |
| 1998-05-01 | 51.8719487264826 |
| 1998-06-01 | 52.0820455125169 |
| 1998-07-01 | 51.7349059633876 |
| 1998-08-01 | 51.6270176142643 |
| 1998-09-01 | 51.4551213987177 |
| 1998-10-01 | 51.9969597492827 |
| 1998-11-01 | 51.9276821912150 |
| 1998-12-01 | 51.8862641568388 |
| 1999-01-01 | 52.0904099027233 |
| 1999-02-01 | 52.3318183428283 |
| 1999-03-01 | 52.4103447378898 |
| 1999-04-01 | 52.7119923243723 |
| 1999-05-01 | 52.3934126362643 |
| 1999-06-01 | 52.2078628882180 |
| 1999-07-01 | 52.2952304007692 |
| 1999-08-01 | 51.8920329069974 |
| 1999-09-01 | 50.9610737602383 |
| 1999-10-01 | 52.1010580082451 |
| 1999-11-01 | 52.1402853966512 |
| 1999-12-01 | 51.8645249129680 |
| 2000-01-01 | 52.6791183964918 |
| 2000-02-01 | 53.1299468439002 |
| 2000-03-01 | 53.5674112185283 |
| 2000-04-01 | 52.4132256899147 |
| 2000-05-01 | 52.1448945695780 |
| 2000-06-01 | 52.5758691792191 |
| 2000-07-01 | 53.8580452280626 |
| 2000-08-01 | 53.4164885074927 |
| 2000-09-01 | 53.4206333235369 |
| 2000-10-01 | 53.1913280347113 |
| 2000-11-01 | 53.2126854549177 |
| 2000-12-01 | 53.5656157573994 |
| 2001-01-01 | 53.3923644156847 |
| 2001-02-01 | 53.1908781032168 |
| 2001-03-01 | 53.1855488279815 |
| 2001-04-01 | 51.4498607355489 |
| 2001-05-01 | 51.6873051250238 |
| 2001-06-01 | 52.0824197849226 |
| 2001-07-01 | 51.3487162830504 |
| 2001-08-01 | 51.6242281984852 |
| 2001-09-01 | 51.6124534664484 |
| 2001-10-01 | 51.0555976415741 |
| 2001-11-01 | 51.0574152106838 |
| 2001-12-01 | 50.6135797775250 |
| 2002-01-01 | 50.9046770175078 |
| 2002-02-01 | 51.1870262007891 |
| 2002-03-01 | 51.6592376212277 |
| 2002-04-01 | 52.2210348304276 |
| 2002-05-01 | 52.3370402846594 |
| 2002-06-01 | 52.2938777815108 |
| 2002-07-01 | 51.7314740474846 |
| 2002-08-01 | 51.6255058794232 |
| 2002-09-01 | 51.9574616855077 |
| 2002-10-01 | 51.9140004329996 |
| 2002-11-01 | 51.8034817258342 |
| 2002-12-01 | 51.9118115476724 |
| 2003-01-01 | 51.1722884075775 |
| 2003-02-01 | 50.8657069727325 |
| 2003-03-01 | 50.9845989527123 |
| 2003-04-01 | 50.7826175164798 |
| 2003-05-01 | 51.1575970296164 |
| 2003-06-01 | 50.8832819607552 |
| 2003-07-01 | 50.6168145364683 |
| 2003-08-01 | 51.0859869443632 |
| 2003-09-01 | 51.6286103836641 |
| 2003-10-01 | 50.6666698202801 |
| 2003-11-01 | 50.4481445381267 |
| 2003-12-01 | 50.7609242756612 |
| 2004-01-01 | 49.9655489713214 |
| 2004-02-01 | 49.9564417156847 |
| 2004-03-01 | 49.7898614539706 |
| 2004-04-01 | 49.9892687810406 |
| 2004-05-01 | 49.6961265904953 |
| 2004-06-01 | 49.4643856599932 |
| 2004-07-01 | 49.9544709591112 |
| 2004-08-01 | 50.5484060556322 |
| 2004-09-01 | 49.7804462673662 |
| 2004-10-01 | 49.6587628584821 |
| 2004-11-01 | 49.7329306728246 |
| 2004-12-01 | 49.3793832650340 |
| 2005-01-01 | 49.4744488032465 |
| 2005-02-01 | 49.4248252901241 |
| 2005-03-01 | 49.6332555848793 |
| 2005-04-01 | 49.9161876049356 |
| 2005-05-01 | 49.9539575766953 |
| 2005-06-01 | 50.0798877434048 |
| 2005-07-01 | 50.6895284605864 |
| 2005-08-01 | 50.6473392882009 |
| 2005-09-01 | 50.9641216262131 |
| 2005-10-01 | 51.0787626890295 |
| 2005-11-01 | 51.1443470693871 |
| 2005-12-01 | 51.5236607177800 |
| 2006-01-01 | 52.0073876485992 |
| 2006-02-01 | 52.1040007562680 |
| 2006-03-01 | 52.1031903660888 |
| 2006-04-01 | 52.4919318862605 |
| 2006-05-01 | 52.5477269011648 |
| 2006-06-01 | 52.9986364380518 |
| 2006-07-01 | 52.9141562364740 |
| 2006-08-01 | 52.8145559974808 |
| 2006-09-01 | 52.8012001016217 |
| 2006-10-01 | 53.3153763095165 |
| 2006-11-01 | 53.5161113312292 |
| 2006-12-01 | 53.1793224423204 |
| 2007-01-01 | 52.7291417959144 |
| 2007-02-01 | 53.5785642390798 |
| 2007-03-01 | 54.1068270982549 |
| 2007-04-01 | 52.9279364402557 |
| 2007-05-01 | 52.6357795936839 |
| 2007-06-01 | 53.5078962251405 |
| 2007-07-01 | 53.3194505659601 |
| 2007-08-01 | 53.3146792499307 |
| 2007-09-01 | 52.9203873115846 |
| 2007-10-01 | 52.7400071244953 |
| 2007-11-01 | 52.8941966156166 |
| 2007-12-01 | 52.6875464843470 |
| 2008-01-01 | 52.5819471747279 |
| 2008-02-01 | 52.5860370704997 |
| 2008-03-01 | 52.7923361705247 |
| 2008-04-01 | 52.5570933268604 |
| 2008-05-01 | 52.5084643621607 |
| 2008-06-01 | 51.8920377853202 |
| 2008-07-01 | 52.0935816645432 |
| 2008-08-01 | 51.5856640452099 |
| 2008-09-01 | 51.6727979956839 |
| 2008-10-01 | 51.5821896606052 |
| 2008-11-01 | 51.2894350964560 |
| 2008-12-01 | 51.6839044239469 |
| 2009-01-01 | 51.1095098258176 |
| 2009-02-01 | 50.7480724884518 |
| 2009-03-01 | 49.8640572668738 |
| 2009-04-01 | 49.4144128188109 |
| 2009-05-01 | 49.5755651779147 |
| 2009-06-01 | 49.3629271418236 |
| 2009-07-01 | 49.2536723697332 |
| 2009-08-01 | 49.9648477044314 |
| 2009-09-01 | 49.8983572321732 |
| 2009-10-01 | 49.9376402029977 |
| 2009-11-01 | 49.6647847987370 |
| 2009-12-01 | 50.0200848622351 |
| 2010-01-01 | 50.1739770039848 |
| 2010-02-01 | 50.1242889289068 |
| 2010-03-01 | 50.7576313528172 |
| 2010-04-01 | 50.6456940467216 |
| 2010-05-01 | 50.5225848352841 |
| 2010-06-01 | 50.2036767380021 |
| 2010-07-01 | 51.0145674106244 |
| 2010-08-01 | 51.0390682775647 |
| 2010-09-01 | 51.0072123734623 |
| 2010-10-01 | 51.3876469637575 |
| 2010-11-01 | 51.5374228969153 |
| 2010-12-01 | 52.1027101510461 |
| 2011-01-01 | 51.8723130350168 |
| 2011-02-01 | 51.8264234285536 |
| 2011-03-01 | 52.0434628994148 |
| 2011-04-01 | 52.2573527467359 |
| 2011-05-01 | 52.2307559340444 |
| 2011-06-01 | 52.4114367234810 |
| 2011-07-01 | 52.2460747093954 |
| 2011-08-01 | 52.2453052399256 |
| 2011-09-01 | 53.1799377062964 |
| 2011-10-01 | 52.9242910489944 |
| 2011-11-01 | 53.3849635565199 |
| 2011-12-01 | 53.3825337905120 |
| 2012-01-01 | 53.7854537297113 |
| 2012-02-01 | 54.4214198785864 |
| 2012-03-01 | 53.7528602106648 |
| 2012-04-01 | 55.1785747959098 |
| 2012-05-01 | 55.3900815891505 |
| 2012-06-01 | 56.0258254996984 |
| 2012-07-01 | 56.2956038999822 |
| 2012-08-01 | 56.6433340091881 |
| 2012-09-01 | 56.4583430329314 |
| 2012-10-01 | 56.1609137905235 |
| 2012-11-01 | 56.4131606311344 |
| 2012-12-01 | 56.0788854115387 |
| 2013-01-01 | 56.6094438899888 |
| 2013-02-01 | 56.7963783385103 |
| 2013-03-01 | 57.0026642903973 |
| 2013-04-01 | 56.9710393295849 |
| 2013-05-01 | 57.0261800706435 |
| 2013-06-01 | 57.1962609418466 |
| 2013-07-01 | 57.8043987837856 |
| 2013-08-01 | 56.9098123451100 |
| 2013-09-01 | 57.0752902132299 |
| 2013-10-01 | 58.2051606082379 |
| 2013-11-01 | 58.2639669085601 |
| 2013-12-01 | 59.1565163304216 |
| 2014-01-01 | 58.4956890280346 |
| 2014-02-01 | 58.3352645640682 |
| 2014-03-01 | 58.6130506974860 |
| 2014-04-01 | 58.0527029686302 |
| 2014-05-01 | 58.4652886456179 |
| 2014-06-01 | 58.3139530432848 |
| 2014-07-01 | 58.1283535290840 |
| 2014-08-01 | 57.8313654445143 |
| 2014-09-01 | 58.0847044197425 |
| 2014-10-01 | 58.4469876059365 |
| 2014-11-01 | 58.3124139809548 |
| 2014-12-01 | 58.7179861783241 |
| 2015-01-01 | 58.4565353830090 |
| 2015-02-01 | 58.4932692336547 |
| 2015-03-01 | 58.8734336648395 |
| 2015-04-01 | 58.7043180189294 |
| 2015-05-01 | 59.0450555751467 |
| 2015-06-01 | 59.0272808189966 |
| 2015-07-01 | 59.0217892572601 |
| 2015-08-01 | 59.6423414623974 |
| 2015-09-01 | 59.8067051971557 |
| 2015-10-01 | 59.6975252525680 |
| 2015-11-01 | 59.9514859362459 |
| 2015-12-01 | 59.4386108783058 |
| 2016-01-01 | 60.1135005533572 |
| 2016-02-01 | 60.5819761454420 |
| 2016-03-01 | 60.3457109072197 |
| 2016-04-01 | 60.9518344388973 |
| 2016-05-01 | 60.7658578355365 |
| 2016-06-01 | 60.4381482527016 |
| 2016-07-01 | 61.1345060335852 |
| 2016-08-01 | 60.9247749519626 |
| 2016-09-01 | 60.6929591759732 |
| 2016-10-01 | 60.8537546568090 |
| 2016-11-01 | 60.6574970649740 |
| 2016-12-01 | 60.9801006660300 |
| 2017-01-01 | 61.7607701510172 |
| 2017-02-01 | 61.4414499579669 |
| 2017-03-01 | 60.7732908307954 |
| 2017-04-01 | 61.3698477650189 |
| 2017-05-01 | 61.5484534020152 |
| 2017-06-01 | 62.1787197289700 |
| 2017-07-01 | 61.4529373700176 |
| 2017-08-01 | 61.5059625175801 |
| 2017-09-01 | 61.4217035345864 |
| 2017-10-01 | 61.2807713175508 |
| 2017-11-01 | 61.4167326535459 |
| 2017-12-01 | 61.3188065609907 |
| 2018-01-01 | 61.3587088271935 |
| 2018-02-01 | 60.9210007448214 |
| 2018-03-01 | 60.9698139436666 |
| 2018-04-01 | 61.1052659922717 |
| 2018-05-01 | 60.9480986683030 |
| 2018-06-01 | 61.3589802750575 |
| 2018-07-01 | 61.0007384584745 |
| 2018-08-01 | 60.7056879294614 |
| 2018-09-01 | 60.7239949827923 |
| 2018-10-01 | 60.6363561584205 |
| 2018-11-01 | 60.7160094652912 |
| 2018-12-01 | 60.7356108947243 |
| 2019-01-01 | 60.8096548112050 |
| 2019-02-01 | 60.7367733768927 |
| 2019-03-01 | 61.3377795549895 |
| 2019-04-01 | 60.9512424920609 |
| 2019-05-01 | 61.3527344290948 |
| 2019-06-01 | 61.5616559757817 |
| 2019-07-01 | 62.5333802608962 |
| 2019-08-01 | 61.7139055521438 |
| 2019-09-01 | 60.9847883785279 |
| 2019-10-01 | 61.1553783815153 |
| 2019-11-01 | 60.9895862929802 |
| 2019-12-01 | 61.1852496193117 |
| 2020-01-01 | 61.9083350036537 |
| 2020-02-01 | 61.8770331620027 |
| 2020-03-01 | 60.8534254209387 |
| 2020-04-01 | 26.6669911105234 |
| 2020-05-01 | 25.4425205474056 |
| 2020-06-01 | 26.1266271901832 |
| 2020-07-01 | 30.9600188743166 |
| 2020-08-01 | 32.7713013034450 |
| 2020-09-01 | 38.7493500184054 |
| 2020-10-01 | 39.4908202919907 |
| 2020-11-01 | 39.3962046780204 |
| 2020-12-01 | 38.3172615143314 |
| 2021-01-01 | 39.2798100670160 |
| 2021-02-01 | 40.3803668971192 |
| 2021-03-01 | 41.2424183975494 |
| 2021-04-01 | 42.2958995546856 |
| 2021-05-01 | 43.0253121499333 |
| 2021-06-01 | 43.5366568185458 |
| 2021-07-01 | 44.6045585404498 |
| 2021-08-01 | 45.6286542612638 |
| 2021-09-01 | 47.9951326884580 |
| 2021-10-01 | 49.1670217991446 |
| 2021-11-01 | 49.4544365227768 |
| 2021-12-01 | 49.5320520631503 |
| 2022-01-01 | 49.6061991364758 |
| 2022-02-01 | 50.1746579125661 |
| 2022-03-01 | 51.0837749203021 |
| 2022-04-01 | 51.4485355951551 |
| 2022-05-01 | 51.6639036584261 |
| 2022-06-01 | 51.6436722767975 |
| 2022-07-01 | 52.8811804888916 |
| 2022-08-01 | 52.4399004252995 |
| 2022-09-01 | 53.0178038323286 |
| 2022-10-01 | 53.1605160255331 |
| 2022-11-01 | 53.6743300755115 |
| 2022-12-01 | 54.2746779560571 |
| 2023-01-01 | 56.7624814960271 |
| 2023-02-01 | 56.9552358237204 |
| 2023-03-01 | 56.5820206022202 |
| 2023-04-01 | 56.6739236534533 |
| 2023-05-01 | 56.9504920813584 |
| 2023-06-01 | 57.5013163693089 |
| 2023-07-01 | 57.5135358799496 |
| 2023-08-01 | 56.3926129993208 |
| 2023-09-01 | 57.4647968712239 |
| 2023-10-01 | 57.0889825600510 |
| 2023-11-01 | 57.1359694178433 |
| 2023-12-01 | 57.1352623030023 |
| 2024-01-01 | 56.9592055956977 |
| 2024-02-01 | 56.8113300497393 |
| 2024-03-01 | 57.0905464259845 |
| 2024-04-01 | 56.6036581346672 |
| 2024-05-01 | 56.8098806198046 |
| 2024-06-01 | 57.5335289329418 |
| 2024-07-01 | 57.1769763199019 |
| 2024-08-01 | 56.4876587032378 |
| 2024-09-01 | 58.0497154036517 |
| 2024-10-01 | 58.1143125283062 |
| 2024-11-01 | 58.3202672948616 |
| 2024-12-01 | 58.6393298691723 |
| 2025-01-01 | 58.9381937276512 |
| 2025-02-01 | 58.7417605968829 |
| 2025-03-01 | 58.6209432565375 |
| 2025-04-01 | 58.5035555700188 |
| 2025-05-01 | 58.7607256956506 |
| 2025-06-01 | 57.7290930103595 |
| 2025-07-01 | 55.9822617362219 |
| 2025-08-01 | 56.5109467852571 |
| 2025-09-01 | 56.2865982473662 |
| 2025-10-01 | 56.5282276445102 |
| 2025-11-01 | 56.1709622349395 |
| 2025-12-01 | 56.0534737030543 |