NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Leisure and Hospitality: Amusement, Gambling, and Recreation Industries in Pennsylvania Series ID: SMU42000007071300001SA 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 2024-04-01 Last Updated: 2024-05-18 4:41 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42000007071300001). 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 37.795898040493604 1990-02-01 37.384312327926004 1990-03-01 38.315204556524100 1990-04-01 36.778818324520900 1990-05-01 35.219602612113110 1990-06-01 35.765659477467295 1990-07-01 35.971240405871500 1990-08-01 36.090852571313796 1990-09-01 37.013572821144294 1990-10-01 37.813103130035900 1990-11-01 37.576557622066700 1990-12-01 37.697574639504104 1991-01-01 37.249954058018800 1991-02-01 37.261856130219200 1991-03-01 37.200479939159200 1991-04-01 36.827939014135396 1991-05-01 36.689487626847296 1991-06-01 37.097421884588500 1991-07-01 36.744876955355394 1991-08-01 36.675077937953404 1991-09-01 36.199541574793294 1991-10-01 35.742805216013600 1991-11-01 36.608271311014290 1991-12-01 36.764891849810700 1992-01-01 37.596570849834900 1992-02-01 37.559223903834100 1992-03-01 37.912092460046700 1992-04-01 37.865855429652500 1992-05-01 38.149991739045100 1992-06-01 37.802401795742504 1992-07-01 37.781373193572605 1992-08-01 37.766428719416600 1992-09-01 37.806113410746100 1992-10-01 37.465478245342700 1992-11-01 37.827525009995700 1992-12-01 38.073155830575400 1993-01-01 38.383454888511400 1993-02-01 38.473261482189100 1993-03-01 38.009780207939800 1993-04-01 39.203494600741100 1993-05-01 38.505057635666205 1993-06-01 38.233821616369300 1993-07-01 38.288844835436900 1993-08-01 38.349614770353206 1993-09-01 38.853082708250400 1993-10-01 38.767017892820300 1993-11-01 38.526962088510000 1993-12-01 38.658230237938700 1994-01-01 38.632987460039800 1994-02-01 38.773706365343100 1994-03-01 39.298249866061300 1994-04-01 39.104072165478400 1994-05-01 38.154527623758700 1994-06-01 39.121656279065000 1994-07-01 39.593648691119110 1994-08-01 39.568028011710400 1994-09-01 39.757696578205400 1994-10-01 39.701038692592100 1994-11-01 40.235396404043900 1994-12-01 40.496303564330400 1995-01-01 40.773016346170100 1995-02-01 41.211459595380894 1995-03-01 42.109278840302500 1995-04-01 41.165643732095496 1995-05-01 40.668751175071705 1995-06-01 41.478710811232400 1995-07-01 41.055167455367600 1995-08-01 41.262114319281900 1995-09-01 41.307106114380204 1995-10-01 41.407184029099895 1995-11-01 41.686018125070795 1995-12-01 42.851970048091800 1996-01-01 41.351789186772400 1996-02-01 41.414906737269100 1996-03-01 41.941302433868500 1996-04-01 42.496406309880100 1996-05-01 42.421824202648600 1996-06-01 42.537801741882000 1996-07-01 41.902125105553700 1996-08-01 41.892124152677205 1996-09-01 41.478414988762005 1996-10-01 42.591938722667400 1996-11-01 42.615706229167400 1996-12-01 42.701099574704500 1997-01-01 43.764436717100900 1997-02-01 43.504055946697800 1997-03-01 43.995102507147210 1997-04-01 44.313018224638900 1997-05-01 45.688960817909205 1997-06-01 44.830792845755400 1997-07-01 45.791047182456396 1997-08-01 45.543194621370300 1997-09-01 45.082366873670200 1997-10-01 45.481541170399600 1997-11-01 45.709919687623994 1997-12-01 46.660883191472700 1998-01-01 46.165567100322800 1998-02-01 46.953292565295110 1998-03-01 46.685216744518000 1998-04-01 46.579894073266495 1998-05-01 47.624048533948600 1998-06-01 46.692946531495000 1998-07-01 46.983398278684994 1998-08-01 47.007006830216290 1998-09-01 47.557455643580400 1998-10-01 47.042168432752000 1998-11-01 46.894317270568706 1998-12-01 46.815108381753100 1999-01-01 47.181815702146700 1999-02-01 47.956641570298700 1999-03-01 47.942365251111900 1999-04-01 50.069919387370500 1999-05-01 48.637307859014400 1999-06-01 48.737900965252600 1999-07-01 49.062682060315800 1999-08-01 49.122649808917000 1999-09-01 49.185352801269296 1999-10-01 48.964003386492000 1999-11-01 49.199660529715096 1999-12-01 49.330040323596600 2000-01-01 49.849672275720900 2000-02-01 49.646801285505504 2000-03-01 50.699772697674700 2000-04-01 50.477991169472500 2000-05-01 50.262682381515205 2000-06-01 50.771477693353006 2000-07-01 50.417195265291100 2000-08-01 50.791197894685496 2000-09-01 51.182171425053400 2000-10-01 51.699428429295104 2000-11-01 51.791730046795800 2000-12-01 52.513305246863005 2001-01-01 50.965797177881406 2001-02-01 51.138855788878200 2001-03-01 50.731773150283500 2001-04-01 51.040388595069196 2001-05-01 51.491105865940800 2001-06-01 52.527264504693896 2001-07-01 51.848103452693610 2001-08-01 51.710852268334900 2001-09-01 49.595140655473394 2001-10-01 51.289852303959506 2001-11-01 51.623804836131000 2001-12-01 51.607606057473404 2002-01-01 52.692517834520210 2002-02-01 52.923774189178104 2002-03-01 53.353082209662400 2002-04-01 53.621130411118095 2002-05-01 53.237441081416100 2002-06-01 53.648786210830790 2002-07-01 53.085204245268000 2002-08-01 53.148027442890200 2002-09-01 53.378756948568295 2002-10-01 53.897886309987705 2002-11-01 52.772102868778800 2002-12-01 53.900214746311210 2003-01-01 54.456108776381704 2003-02-01 54.436258578603790 2003-03-01 54.570459690152100 2003-04-01 53.624189886963390 2003-05-01 55.299867268353900 2003-06-01 54.253511392633110 2003-07-01 54.987027324744700 2003-08-01 54.931022478157900 2003-09-01 55.105367787991200 2003-10-01 54.954469283930600 2003-11-01 55.433206197500404 2003-12-01 56.167990955095604 2004-01-01 55.840882767615300 2004-02-01 56.048276614315900 2004-03-01 56.232892694631396 2004-04-01 56.167689632951790 2004-05-01 56.326479220570000 2004-06-01 56.611844627487294 2004-07-01 56.697713951718704 2004-08-01 57.039297810368296 2004-09-01 58.195410610022110 2004-10-01 56.648303559806000 2004-11-01 56.603704024901500 2004-12-01 56.384664471560300 2005-01-01 56.352489977168595 2005-02-01 57.165352281561600 2005-03-01 56.869505306622706 2005-04-01 58.281546200994400 2005-05-01 57.668170064761300 2005-06-01 57.519449044755795 2005-07-01 57.301289965156500 2005-08-01 57.678332201950596 2005-09-01 57.906895269841996 2005-10-01 57.688499012861904 2005-11-01 57.611593831223790 2005-12-01 57.450261028604900 2006-01-01 58.409949802836800 2006-02-01 57.937869901464610 2006-03-01 58.693831633737400 2006-04-01 58.627557310129006 2006-05-01 56.877369824922200 2006-06-01 58.354079554331600 2006-07-01 58.062303157082205 2006-08-01 57.799183126946296 2006-09-01 57.935392375272210 2006-10-01 57.919377711134200 2006-11-01 58.049996076995605 2006-12-01 58.914128831252300 2007-01-01 56.587661392482900 2007-02-01 58.703956263453210 2007-03-01 58.818287737210100 2007-04-01 58.562775905196700 2007-05-01 58.536396419237700 2007-06-01 59.925201554161100 2007-07-01 60.286118353335500 2007-08-01 60.188847161803890 2007-09-01 59.878783970795900 2007-10-01 61.385026167826300 2007-11-01 61.301805348569495 2007-12-01 61.308105831900704 2008-01-01 61.554981921957900 2008-02-01 61.894000261201300 2008-03-01 61.875899507880200 2008-04-01 62.130392637548300 2008-05-01 63.443773291359900 2008-06-01 62.775454401320600 2008-07-01 62.679277626083100 2008-08-01 62.553534466014300 2008-09-01 62.538101593052300 2008-10-01 62.608792254138200 2008-11-01 62.429073042107700 2008-12-01 63.335884968225900 2009-01-01 62.617638632547205 2009-02-01 62.842188010313390 2009-03-01 62.882196878071900 2009-04-01 62.681838133506204 2009-05-01 65.286397471862300 2009-06-01 62.238257835170790 2009-07-01 63.184216426714706 2009-08-01 63.480572725327100 2009-09-01 66.666835034317900 2009-10-01 62.841318183990710 2009-11-01 63.736851970728800 2009-12-01 63.076492312662790 2010-01-01 64.332511444510100 2010-02-01 63.679923251938200 2010-03-01 63.766433292798600 2010-04-01 65.291998446419800 2010-05-01 63.879083321307895 2010-06-01 63.299443969540900 2010-07-01 67.380973162602300 2010-08-01 67.596220597888900 2010-09-01 70.167464111203400 2010-10-01 68.437809209665000 2010-11-01 68.473580972158600 2010-12-01 68.717208290787900 2011-01-01 68.111339113083700 2011-02-01 68.628730963765490 2011-03-01 68.755225709365800 2011-04-01 69.532196696569500 2011-05-01 69.196486026039890 2011-06-01 69.353011869803100 2011-07-01 70.056518452927500 2011-08-01 69.993606417293000 2011-09-01 69.015922349246710 2011-10-01 69.759517027695100 2011-11-01 69.169247507926800 2011-12-01 69.024845745146000 2012-01-01 69.563593712781300 2012-02-01 69.789213394586100 2012-03-01 71.781855579575900 2012-04-01 70.107257049723800 2012-05-01 69.219714764297400 2012-06-01 69.461595170124210 2012-07-01 68.603551166546000 2012-08-01 68.737271431485610 2012-09-01 68.342443455529500 2012-10-01 67.686826808266000 2012-11-01 68.205141787005200 2012-12-01 67.561747217584600 2013-01-01 67.533125588284700 2013-02-01 67.210396779831710 2013-03-01 69.494665905023500 2013-04-01 66.666727983289010 2013-05-01 67.375863114069900 2013-06-01 67.558807638010900 2013-07-01 67.629155549981010 2013-08-01 67.159901947934800 2013-09-01 67.471804737543700 2013-10-01 66.346466151779700 2013-11-01 65.649675558236100 2013-12-01 68.349445709127790 2014-01-01 66.851677797227710 2014-02-01 66.597306646024300 2014-03-01 66.758669313902700 2014-04-01 66.716053643658600 2014-05-01 68.414629791459400 2014-06-01 65.969639002562400 2014-07-01 66.159266386005400 2014-08-01 66.186240916287000 2014-09-01 66.229924635186390 2014-10-01 67.271207612890700 2014-11-01 66.272535336790000 2014-12-01 67.879379706397200 2015-01-01 66.775397210093900 2015-02-01 66.976641333221000 2015-03-01 66.538137442090800 2015-04-01 66.883914159968000 2015-05-01 68.832719112232100 2015-06-01 66.856461479219600 2015-07-01 66.806382406356490 2015-08-01 67.062276462287290 2015-09-01 69.178646452938500 2015-10-01 67.463229090598600 2015-11-01 67.611333479608000 2015-12-01 67.195313907189000 2016-01-01 67.769788061722890 2016-02-01 68.164498846091600 2016-03-01 70.180136673184500 2016-04-01 68.410033729462000 2016-05-01 68.924585723616500 2016-06-01 67.801344801669900 2016-07-01 69.292781291259800 2016-08-01 69.265967401233000 2016-09-01 69.423155207830400 2016-10-01 69.199292941080100 2016-11-01 69.159880496509000 2016-12-01 68.791115465693790 2017-01-01 69.082080459659100 2017-02-01 69.525142862119800 2017-03-01 69.151750113371800 2017-04-01 69.669312209669100 2017-05-01 69.594326910391500 2017-06-01 70.246354077904300 2017-07-01 70.139796362538700 2017-08-01 71.010009133312510 2017-09-01 70.401782770163210 2017-10-01 70.630185912567410 2017-11-01 71.225530224358700 2017-12-01 71.361682687838200 2018-01-01 70.676852782895410 2018-02-01 70.217763278540000 2018-03-01 70.594220128977400 2018-04-01 70.080262562858500 2018-05-01 70.481692206174300 2018-06-01 70.785648363354000 2018-07-01 70.949532594248600 2018-08-01 70.667918596835100 2018-09-01 71.049199698856600 2018-10-01 71.688832198884600 2018-11-01 71.386385344629300 2018-12-01 71.493090177692700 2019-01-01 72.380578167268500 2019-02-01 72.397021913127100 2019-03-01 72.758278494433200 2019-04-01 72.833217245254910 2019-05-01 73.367550047991000 2019-06-01 73.059602242478290 2019-07-01 73.470047769858600 2019-08-01 72.518253526349100 2019-09-01 73.081647527062000 2019-10-01 73.419933757724800 2019-11-01 72.617560965316910 2019-12-01 73.961789049454000 2020-01-01 74.185065166563600 2020-02-01 73.857080376219800 2020-03-01 71.093026676565200 2020-04-01 28.470215492148103 2020-05-01 22.698206583594200 2020-06-01 24.899322988537396 2020-07-01 42.287666518375296 2020-08-01 45.629997506947900 2020-09-01 55.730468165419204 2020-10-01 55.137556367264100 2020-11-01 58.140480676048696 2020-12-01 53.951359922998900 2021-01-01 56.491409636921205 2021-02-01 57.502001698432295 2021-03-01 58.796683491866800 2021-04-01 58.740590761880000 2021-05-01 59.067996824930894 2021-06-01 56.777927306034100 2021-07-01 58.710408231476094 2021-08-01 59.562826355835110 2021-09-01 64.107045775187600 2021-10-01 65.451430976555900 2021-11-01 65.875290961906600 2021-12-01 65.315451218227100 2022-01-01 65.775279904370210 2022-02-01 66.348223491669500 2022-03-01 66.831773120085000 2022-04-01 67.441957430301000 2022-05-01 67.637740400413890 2022-06-01 66.994065052982110 2022-07-01 68.465539748500900 2022-08-01 68.516374366995790 2022-09-01 69.779783932183110 2022-10-01 70.301309516174000 2022-11-01 69.572947326378800 2022-12-01 70.964639455002400 2023-01-01 71.129554307314410 2023-02-01 70.819903098921910 2023-03-01 70.027729426916710 2023-04-01 70.834373178302100 2023-05-01 71.112374370280700 2023-06-01 73.342572155521400 2023-07-01 71.781139446384590 2023-08-01 71.586485457744800 2023-09-01 71.754589077810790 2023-10-01 70.896491471179700 2023-11-01 65.206982178205400 2023-12-01 64.245270647150200 2024-01-01 64.212892492035800 2024-02-01 64.837711555628600 2024-03-01 66.019635293027000 2024-04-01 65.562748745986900