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 2024-11-01 |
| Last Updated | 2024-12-21 5:18 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 | 54.269420991239800 |
| 1990-02-01 | 53.895054972884900 |
| 1990-03-01 | 54.429991058464600 |
| 1990-04-01 | 53.599761328467100 |
| 1990-05-01 | 52.876129514565500 |
| 1990-06-01 | 53.609930945960290 |
| 1990-07-01 | 53.885604002008290 |
| 1990-08-01 | 53.929081609865900 |
| 1990-09-01 | 53.963935240909200 |
| 1990-10-01 | 53.778235122204900 |
| 1990-11-01 | 54.709554006832400 |
| 1990-12-01 | 54.175773428381795 |
| 1991-01-01 | 52.171812524065196 |
| 1991-02-01 | 51.878421686619994 |
| 1991-03-01 | 52.228225784608796 |
| 1991-04-01 | 51.761624023378400 |
| 1991-05-01 | 51.690943295481205 |
| 1991-06-01 | 52.291496662216794 |
| 1991-07-01 | 51.391436223797290 |
| 1991-08-01 | 51.221503839906900 |
| 1991-09-01 | 51.280582777235296 |
| 1991-10-01 | 51.006516295830200 |
| 1991-11-01 | 51.038803224809290 |
| 1991-12-01 | 51.112947563904896 |
| 1992-01-01 | 50.768711625603600 |
| 1992-02-01 | 50.833087076580895 |
| 1992-03-01 | 50.936893453056090 |
| 1992-04-01 | 51.087958928504200 |
| 1992-05-01 | 51.294834461886700 |
| 1992-06-01 | 51.044497338365100 |
| 1992-07-01 | 51.103773639765905 |
| 1992-08-01 | 51.115768384102600 |
| 1992-09-01 | 50.999969551988600 |
| 1992-10-01 | 51.670199732350700 |
| 1992-11-01 | 51.591122816207196 |
| 1992-12-01 | 51.667298007219000 |
| 1993-01-01 | 51.766384853652600 |
| 1993-02-01 | 52.097181428675390 |
| 1993-03-01 | 51.720477881464900 |
| 1993-04-01 | 52.205559395151100 |
| 1993-05-01 | 51.769599982136796 |
| 1993-06-01 | 51.766994859518390 |
| 1993-07-01 | 51.713373556894000 |
| 1993-08-01 | 51.615210097717000 |
| 1993-09-01 | 51.952193361378200 |
| 1993-10-01 | 51.226614465408495 |
| 1993-11-01 | 51.158847942264096 |
| 1993-12-01 | 51.053685966526500 |
| 1994-01-01 | 51.069261868682900 |
| 1994-02-01 | 50.841314366273900 |
| 1994-03-01 | 51.232422049967100 |
| 1994-04-01 | 50.720909097754095 |
| 1994-05-01 | 50.213296513573000 |
| 1994-06-01 | 50.549972154826100 |
| 1994-07-01 | 50.502122821939004 |
| 1994-08-01 | 50.627629608921900 |
| 1994-09-01 | 50.279749673655300 |
| 1994-10-01 | 50.513521549156100 |
| 1994-11-01 | 50.440550848993794 |
| 1994-12-01 | 50.357202649441994 |
| 1995-01-01 | 50.587021279811900 |
| 1995-02-01 | 50.336943860838204 |
| 1995-03-01 | 50.822173382727605 |
| 1995-04-01 | 49.152015159573790 |
| 1995-05-01 | 49.110340819446200 |
| 1995-06-01 | 49.588049597905000 |
| 1995-07-01 | 49.676629214762110 |
| 1995-08-01 | 49.753734448978500 |
| 1995-09-01 | 49.947844035146000 |
| 1995-10-01 | 49.464947061161600 |
| 1995-11-01 | 49.719702312985000 |
| 1995-12-01 | 50.084433596901995 |
| 1996-01-01 | 49.623063749878796 |
| 1996-02-01 | 49.529313132794000 |
| 1996-03-01 | 50.428578738997295 |
| 1996-04-01 | 49.375887561182200 |
| 1996-05-01 | 49.394155060313300 |
| 1996-06-01 | 49.420216205106400 |
| 1996-07-01 | 48.940268860598200 |
| 1996-08-01 | 49.402413740717400 |
| 1996-09-01 | 49.482347982820390 |
| 1996-10-01 | 49.825860792656500 |
| 1996-11-01 | 49.896160516513010 |
| 1996-12-01 | 50.111688663679296 |
| 1997-01-01 | 50.273523853536204 |
| 1997-02-01 | 50.626500391839400 |
| 1997-03-01 | 50.309509843572290 |
| 1997-04-01 | 50.707500019130110 |
| 1997-05-01 | 51.089811707206294 |
| 1997-06-01 | 51.079596768606700 |
| 1997-07-01 | 51.220525168044205 |
| 1997-08-01 | 51.034924184032604 |
| 1997-09-01 | 51.017475376675400 |
| 1997-10-01 | 50.957011215918100 |
| 1997-11-01 | 50.975172095574294 |
| 1997-12-01 | 50.912990219074004 |
| 1998-01-01 | 50.925191281096000 |
| 1998-02-01 | 50.799758565867300 |
| 1998-03-01 | 51.072709727211894 |
| 1998-04-01 | 51.551265663677300 |
| 1998-05-01 | 51.871948728050000 |
| 1998-06-01 | 52.082045512567300 |
| 1998-07-01 | 51.734905962707200 |
| 1998-08-01 | 51.627017612631704 |
| 1998-09-01 | 51.455121396295006 |
| 1998-10-01 | 51.996959746961096 |
| 1998-11-01 | 51.927682190071100 |
| 1998-12-01 | 51.886264158304700 |
| 1999-01-01 | 52.090409906424290 |
| 1999-02-01 | 52.331818346739700 |
| 1999-03-01 | 52.410344741206800 |
| 1999-04-01 | 52.711992326255206 |
| 1999-05-01 | 52.393412636897710 |
| 1999-06-01 | 52.207862884813610 |
| 1999-07-01 | 52.295230396081000 |
| 1999-08-01 | 51.892032901128104 |
| 1999-09-01 | 50.961073754052800 |
| 1999-10-01 | 52.101058003662500 |
| 1999-11-01 | 52.140285394246000 |
| 1999-12-01 | 51.864524915046610 |
| 2000-01-01 | 52.679118401896105 |
| 2000-02-01 | 53.129946882052000 |
| 2000-03-01 | 53.567411219766800 |
| 2000-04-01 | 52.413225686130000 |
| 2000-05-01 | 52.144894560948100 |
| 2000-06-01 | 52.575869166254100 |
| 2000-07-01 | 53.858045218993700 |
| 2000-08-01 | 53.416488505236300 |
| 2000-09-01 | 53.420633316297000 |
| 2000-10-01 | 53.191328039808290 |
| 2000-11-01 | 53.212685456085794 |
| 2000-12-01 | 53.565615754912800 |
| 2001-01-01 | 53.392364382181300 |
| 2001-02-01 | 53.190878165154100 |
| 2001-03-01 | 53.185548835157100 |
| 2001-04-01 | 51.449860753756400 |
| 2001-05-01 | 51.687305145551100 |
| 2001-06-01 | 52.082419598993000 |
| 2001-07-01 | 51.348716305601210 |
| 2001-08-01 | 51.624228209975904 |
| 2001-09-01 | 51.612453528060100 |
| 2001-10-01 | 51.055597766289200 |
| 2001-11-01 | 51.057415336032110 |
| 2001-12-01 | 50.613579829692110 |
| 2002-01-01 | 50.904676896686894 |
| 2002-02-01 | 51.187026135163094 |
| 2002-03-01 | 51.659237437334205 |
| 2002-04-01 | 52.221034699207200 |
| 2002-05-01 | 52.337040241203600 |
| 2002-06-01 | 52.293877423510800 |
| 2002-07-01 | 51.731474220925705 |
| 2002-08-01 | 51.625506036280605 |
| 2002-09-01 | 51.957461997831100 |
| 2002-10-01 | 51.914000909976590 |
| 2002-11-01 | 51.803482226872000 |
| 2002-12-01 | 51.911811789835900 |
| 2003-01-01 | 51.172288132424100 |
| 2003-02-01 | 50.865706482234490 |
| 2003-03-01 | 50.984598129226600 |
| 2003-04-01 | 50.782616664065100 |
| 2003-05-01 | 51.157596303432996 |
| 2003-06-01 | 50.883283033946704 |
| 2003-07-01 | 50.616814398306600 |
| 2003-08-01 | 51.085986998988000 |
| 2003-09-01 | 51.628610012726300 |
| 2003-10-01 | 50.666671381500600 |
| 2003-11-01 | 50.448146562455996 |
| 2003-12-01 | 50.760926249424000 |
| 2004-01-01 | 49.965549205780704 |
| 2004-02-01 | 49.956442828328505 |
| 2004-03-01 | 49.789855018904106 |
| 2004-04-01 | 49.989263736183900 |
| 2004-05-01 | 49.696125528156800 |
| 2004-06-01 | 49.464388772415894 |
| 2004-07-01 | 49.954470729486700 |
| 2004-08-01 | 50.548406697244500 |
| 2004-09-01 | 49.780447005903700 |
| 2004-10-01 | 49.658768223168200 |
| 2004-11-01 | 49.732936987816494 |
| 2004-12-01 | 49.379388340536394 |
| 2005-01-01 | 49.474448134755400 |
| 2005-02-01 | 49.424823685145704 |
| 2005-03-01 | 49.633237752861400 |
| 2005-04-01 | 49.916173420020000 |
| 2005-05-01 | 49.953954303238300 |
| 2005-06-01 | 50.079895652829200 |
| 2005-07-01 | 50.689534631112610 |
| 2005-08-01 | 50.647348019362894 |
| 2005-09-01 | 50.964128807777605 |
| 2005-10-01 | 51.078772973133795 |
| 2005-11-01 | 51.144354099690105 |
| 2005-12-01 | 51.523680826207800 |
| 2006-01-01 | 52.007375369105400 |
| 2006-02-01 | 52.103985037410710 |
| 2006-03-01 | 52.103150874040296 |
| 2006-04-01 | 52.491890934578100 |
| 2006-05-01 | 52.547717623344000 |
| 2006-06-01 | 52.998650643784195 |
| 2006-07-01 | 52.914204166307200 |
| 2006-08-01 | 52.814584476095106 |
| 2006-09-01 | 52.801225915026400 |
| 2006-10-01 | 53.315398051359200 |
| 2006-11-01 | 53.516117825425795 |
| 2006-12-01 | 53.179354106702995 |
| 2007-01-01 | 52.729119818927500 |
| 2007-02-01 | 53.578542365919300 |
| 2007-03-01 | 54.106624335180705 |
| 2007-04-01 | 52.927882782921200 |
| 2007-05-01 | 52.635769405862504 |
| 2007-06-01 | 53.507951502236004 |
| 2007-07-01 | 53.319576834360596 |
| 2007-08-01 | 53.314778915826900 |
| 2007-09-01 | 52.920497780732500 |
| 2007-10-01 | 52.740116097998890 |
| 2007-11-01 | 52.894279245616204 |
| 2007-12-01 | 52.687233919713600 |
| 2008-01-01 | 52.581946789952795 |
| 2008-02-01 | 52.586003406728790 |
| 2008-03-01 | 52.791932512517995 |
| 2008-04-01 | 52.556987529679795 |
| 2008-05-01 | 52.508450818521900 |
| 2008-06-01 | 51.892164182486600 |
| 2008-07-01 | 52.093836315160104 |
| 2008-08-01 | 51.585880394201300 |
| 2008-09-01 | 51.673422368977100 |
| 2008-10-01 | 51.582332999861300 |
| 2008-11-01 | 51.289488911341100 |
| 2008-12-01 | 51.683094201209500 |
| 2009-01-01 | 51.109390003676900 |
| 2009-02-01 | 50.747886697120200 |
| 2009-03-01 | 49.863361888099000 |
| 2009-04-01 | 49.414214896400500 |
| 2009-05-01 | 49.575555935874796 |
| 2009-06-01 | 49.363232092224210 |
| 2009-07-01 | 49.254223783358200 |
| 2009-08-01 | 49.965398087472494 |
| 2009-09-01 | 49.899713757046100 |
| 2009-10-01 | 49.938023669340600 |
| 2009-11-01 | 49.665005324380000 |
| 2009-12-01 | 50.017634218277800 |
| 2010-01-01 | 50.173887868851900 |
| 2010-02-01 | 50.123989240831900 |
| 2010-03-01 | 50.756729083083400 |
| 2010-04-01 | 50.645201378073700 |
| 2010-05-01 | 50.522193530202800 |
| 2010-06-01 | 50.203522551910496 |
| 2010-07-01 | 51.016561656564896 |
| 2010-08-01 | 51.041335112939606 |
| 2010-09-01 | 51.009173904197400 |
| 2010-10-01 | 51.387767876571395 |
| 2010-11-01 | 51.537497119305600 |
| 2010-12-01 | 52.098089058490000 |
| 2011-01-01 | 51.872098723116210 |
| 2011-02-01 | 51.825937272477596 |
| 2011-03-01 | 52.042354289040006 |
| 2011-04-01 | 52.256636488583100 |
| 2011-05-01 | 52.230125000486600 |
| 2011-06-01 | 52.411057311677894 |
| 2011-07-01 | 52.249808101064100 |
| 2011-08-01 | 52.249638778597706 |
| 2011-09-01 | 53.182333279103400 |
| 2011-10-01 | 52.924205707526100 |
| 2011-11-01 | 53.384727498140300 |
| 2011-12-01 | 53.375386728115800 |
| 2012-01-01 | 53.784693901726290 |
| 2012-02-01 | 54.420427784961100 |
| 2012-03-01 | 53.751581445777000 |
| 2012-04-01 | 55.177769861402500 |
| 2012-05-01 | 55.389549660783100 |
| 2012-06-01 | 56.025597787357400 |
| 2012-07-01 | 56.301442580715396 |
| 2012-08-01 | 56.649987626529000 |
| 2012-09-01 | 56.461248430494610 |
| 2012-10-01 | 56.160477470150900 |
| 2012-11-01 | 56.412284074503795 |
| 2012-12-01 | 56.068957353405400 |
| 2013-01-01 | 56.607487975530205 |
| 2013-02-01 | 56.794420142692395 |
| 2013-03-01 | 57.000908641126095 |
| 2013-04-01 | 56.969909189587604 |
| 2013-05-01 | 57.025592657398605 |
| 2013-06-01 | 57.200959478252294 |
| 2013-07-01 | 57.810627406126000 |
| 2013-08-01 | 56.917269456394390 |
| 2013-09-01 | 57.078661996756710 |
| 2013-10-01 | 58.205799984035394 |
| 2013-11-01 | 58.262427529149704 |
| 2013-12-01 | 59.146897728248796 |
| 2014-01-01 | 58.483410792208990 |
| 2014-02-01 | 58.334306182268500 |
| 2014-03-01 | 58.612686998702900 |
| 2014-04-01 | 58.051724152612710 |
| 2014-05-01 | 58.464532218498604 |
| 2014-06-01 | 58.326715346965706 |
| 2014-07-01 | 58.134379037097794 |
| 2014-08-01 | 57.838859677396790 |
| 2014-09-01 | 58.087865476900300 |
| 2014-10-01 | 58.447938788388900 |
| 2014-11-01 | 58.309164071455500 |
| 2014-12-01 | 58.708875691275610 |
| 2015-01-01 | 58.433075929421500 |
| 2015-02-01 | 58.493173105629300 |
| 2015-03-01 | 58.875237843328290 |
| 2015-04-01 | 58.705466737159300 |
| 2015-05-01 | 59.046660329886510 |
| 2015-06-01 | 59.050245711107210 |
| 2015-07-01 | 59.026647935516300 |
| 2015-08-01 | 59.647347240499000 |
| 2015-09-01 | 59.807751092700904 |
| 2015-10-01 | 59.696911245514094 |
| 2015-11-01 | 59.944438437926100 |
| 2015-12-01 | 59.429933981666004 |
| 2016-01-01 | 60.077515422196400 |
| 2016-02-01 | 60.582215410867100 |
| 2016-03-01 | 60.351138520355704 |
| 2016-04-01 | 60.959115735166800 |
| 2016-05-01 | 60.775660277714900 |
| 2016-06-01 | 60.471938075394110 |
| 2016-07-01 | 61.145844854174605 |
| 2016-08-01 | 60.926020271467294 |
| 2016-09-01 | 60.687421066931500 |
| 2016-10-01 | 60.844659717168600 |
| 2016-11-01 | 60.641114859392790 |
| 2016-12-01 | 60.964831774176800 |
| 2017-01-01 | 61.711879347231600 |
| 2017-02-01 | 61.438004299876496 |
| 2017-03-01 | 60.781381682776100 |
| 2017-04-01 | 61.381690567210704 |
| 2017-05-01 | 61.591421266798600 |
| 2017-06-01 | 62.236137440146800 |
| 2017-07-01 | 61.486432722783500 |
| 2017-08-01 | 61.500653239996794 |
| 2017-09-01 | 61.388982706882600 |
| 2017-10-01 | 61.237176483919605 |
| 2017-11-01 | 61.370602413489800 |
| 2017-12-01 | 61.350376758289500 |
| 2018-01-01 | 61.290875553166500 |
| 2018-02-01 | 60.893403872103210 |
| 2018-03-01 | 60.964222472960100 |
| 2018-04-01 | 61.112491398281400 |
| 2018-05-01 | 61.022588381978700 |
| 2018-06-01 | 61.447894104882710 |
| 2018-07-01 | 61.094982898169700 |
| 2018-08-01 | 60.762654248005000 |
| 2018-09-01 | 60.614326670363500 |
| 2018-10-01 | 60.537248315317300 |
| 2018-11-01 | 60.640814374079290 |
| 2018-12-01 | 60.820414396961300 |
| 2019-01-01 | 60.699857113240000 |
| 2019-02-01 | 60.688370671644900 |
| 2019-03-01 | 61.314990226090900 |
| 2019-04-01 | 60.945930304007300 |
| 2019-05-01 | 61.451128340167600 |
| 2019-06-01 | 61.673528108598100 |
| 2019-07-01 | 62.675572777606500 |
| 2019-08-01 | 61.840667670951994 |
| 2019-09-01 | 60.813409076154500 |
| 2019-10-01 | 61.027252068802400 |
| 2019-11-01 | 60.930518963503890 |
| 2019-12-01 | 61.394111464902710 |
| 2020-01-01 | 61.700345426768294 |
| 2020-02-01 | 61.767802114488710 |
| 2020-03-01 | 60.786271995724896 |
| 2020-04-01 | 26.632228906125400 |
| 2020-05-01 | 25.526705025401000 |
| 2020-06-01 | 26.236702328096104 |
| 2020-07-01 | 31.142824170560303 |
| 2020-08-01 | 33.004300397180100 |
| 2020-09-01 | 38.564003158789300 |
| 2020-10-01 | 39.352739679304800 |
| 2020-11-01 | 39.393324793599700 |
| 2020-12-01 | 38.698223036957200 |
| 2021-01-01 | 38.916155142104500 |
| 2021-02-01 | 40.180088694903496 |
| 2021-03-01 | 41.177153766527600 |
| 2021-04-01 | 42.211400811598600 |
| 2021-05-01 | 43.054626050219500 |
| 2021-06-01 | 43.620512274257706 |
| 2021-07-01 | 44.749056826009294 |
| 2021-08-01 | 45.937223933554000 |
| 2021-09-01 | 47.862879064923200 |
| 2021-10-01 | 49.062855419659996 |
| 2021-11-01 | 49.528149096457206 |
| 2021-12-01 | 50.152801352627000 |
| 2022-01-01 | 49.102467802565200 |
| 2022-02-01 | 49.852934325850500 |
| 2022-03-01 | 51.026819139277706 |
| 2022-04-01 | 51.308931922462705 |
| 2022-05-01 | 51.590499472449395 |
| 2022-06-01 | 51.694041427637100 |
| 2022-07-01 | 52.964760516404496 |
| 2022-08-01 | 52.804913475034400 |
| 2022-09-01 | 52.931628108663000 |
| 2022-10-01 | 53.128154462671006 |
| 2022-11-01 | 53.824226900572900 |
| 2022-12-01 | 55.062797622701396 |
| 2023-01-01 | 56.162740532961800 |
| 2023-02-01 | 56.558253818653000 |
| 2023-03-01 | 56.585279842100400 |
| 2023-04-01 | 56.505503444450000 |
| 2023-05-01 | 56.801325403824300 |
| 2023-06-01 | 57.513242210300290 |
| 2023-07-01 | 57.342692997016000 |
| 2023-08-01 | 56.616406105272400 |
| 2023-09-01 | 57.742743958883800 |
| 2023-10-01 | 58.476568719242490 |
| 2023-11-01 | 58.863328296666600 |
| 2023-12-01 | 58.731646726775104 |
| 2024-01-01 | 60.331431118101100 |
| 2024-02-01 | 60.764716303390890 |
| 2024-03-01 | 60.828275464467794 |
| 2024-04-01 | 61.424122180885800 |
| 2024-05-01 | 62.117472845295296 |
| 2024-06-01 | 62.731560464869600 |
| 2024-07-01 | 60.073424946883000 |
| 2024-08-01 | 59.938561178576200 |
| 2024-09-01 | 60.471595103115504 |
| 2024-10-01 | 60.600841377739400 |
| 2024-11-01 | 60.888295322321900 |
