Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Philadelphia, PA (MD)

Title All Employees: Leisure and Hospitality: Accommodation and Food Services in Philadelphia, PA (MD)
Series ID SMU42379647072000001SA
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 2024-10-01
Last Updated 2024-11-20 6:25 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 48.625642188426895
1990-02-01 48.503109957232500
1990-03-01 48.906246710855800
1990-04-01 46.634023279964200
1990-05-01 47.279920910098200
1990-06-01 47.447070388356200
1990-07-01 46.886878482380105
1990-08-01 47.532764852614700
1990-09-01 47.026792596091795
1990-10-01 47.148917544626210
1990-11-01 47.841541957363700
1990-12-01 47.840050238631605
1991-01-01 47.255379941685800
1991-02-01 47.613763264960795
1991-03-01 47.656654013177004
1991-04-01 47.127599937586400
1991-05-01 46.650275980761100
1991-06-01 46.218885640273100
1991-07-01 47.193219546613210
1991-08-01 46.783844611227600
1991-09-01 47.286510418789206
1991-10-01 47.042605698175900
1991-11-01 47.057213912930095
1991-12-01 47.238961253017500
1992-01-01 47.562621936048700
1992-02-01 47.358534523415790
1992-03-01 47.431191855242005
1992-04-01 47.200413444699294
1992-05-01 47.199744703434604
1992-06-01 47.106295110305700
1992-07-01 47.652559329988500
1992-08-01 47.490205471224800
1992-09-01 47.302838833254796
1992-10-01 48.200313714379995
1992-11-01 47.892650192554290
1992-12-01 47.773528791532000
1993-01-01 48.202961079738100
1993-02-01 48.373508609640800
1993-03-01 48.253798325360000
1993-04-01 49.248647029817704
1993-05-01 49.333451477984800
1993-06-01 49.100979681615900
1993-07-01 48.178072510148404
1993-08-01 48.226670588092006
1993-09-01 48.527290340948300
1993-10-01 48.148213776490500
1993-11-01 48.286196072825900
1993-12-01 48.586759217675400
1994-01-01 48.916585988471404
1994-02-01 48.945258189161390
1994-03-01 49.423532981091604
1994-04-01 47.963700163215290
1994-05-01 48.061724986796210
1994-06-01 48.182621760707900
1994-07-01 47.594299040688000
1994-08-01 47.880313548484710
1994-09-01 47.523942080009300
1994-10-01 47.522802552700010
1994-11-01 47.447974251920606
1994-12-01 47.661301067284100
1995-01-01 47.423590434793500
1995-02-01 47.729434898487100
1995-03-01 48.180511004409800
1995-04-01 48.099915168914700
1995-05-01 48.517550076848710
1995-06-01 48.246427231798400
1995-07-01 48.934589756267390
1995-08-01 49.568400024020300
1995-09-01 50.205038304103496
1995-10-01 49.481615863769100
1995-11-01 49.353779535338894
1995-12-01 49.180464998920790
1996-01-01 48.897602932862300
1996-02-01 49.768273571682904
1996-03-01 50.188947720775005
1996-04-01 51.280505397503300
1996-05-01 51.124129342749995
1996-06-01 51.520022968794790
1996-07-01 52.075434957230705
1996-08-01 52.047751158083000
1996-09-01 51.927798657366890
1996-10-01 51.516199378908205
1996-11-01 51.900276094344300
1996-12-01 52.291886594268100
1997-01-01 51.234894287048505
1997-02-01 51.231806296773996
1997-03-01 51.335692877347604
1997-04-01 51.787509721452800
1997-05-01 52.011229359312200
1997-06-01 52.325119034163706
1997-07-01 52.406589433191900
1997-08-01 52.579172811830400
1997-09-01 53.326935254644205
1997-10-01 53.024936446728000
1997-11-01 53.465377445219100
1997-12-01 53.621844075168895
1998-01-01 53.204440584679900
1998-02-01 53.689120702293300
1998-03-01 53.907562302510800
1998-04-01 54.371685670300600
1998-05-01 54.615720540841500
1998-06-01 54.644997028622800
1998-07-01 54.550776814643896
1998-08-01 54.825867308829200
1998-09-01 55.279303002120294
1998-10-01 56.592494291581204
1998-11-01 57.002979441331900
1998-12-01 57.173744536887504
1999-01-01 57.931302656677296
1999-02-01 57.889691141940794
1999-03-01 57.883283650353896
1999-04-01 58.198790432818700
1999-05-01 58.644257859017200
1999-06-01 59.592381802810600
1999-07-01 58.811599741149700
1999-08-01 58.831536153624896
1999-09-01 58.732803331915800
1999-10-01 59.264644302521800
1999-11-01 58.922675343340500
1999-12-01 59.651480806543205
2000-01-01 60.182265391407300
2000-02-01 59.905640838049600
2000-03-01 60.726127357560100
2000-04-01 60.155833916395600
2000-05-01 59.242895093009200
2000-06-01 59.080425993351100
2000-07-01 60.781487489493800
2000-08-01 61.079278332163700
2000-09-01 61.304554232487300
2000-10-01 61.775755279912100
2000-11-01 61.836589493255700
2000-12-01 61.640272868073204
2001-01-01 61.442951754085705
2001-02-01 62.106309557586900
2001-03-01 61.805134927253796
2001-04-01 60.841799482508110
2001-05-01 60.925295863988800
2001-06-01 60.586264471160300
2001-07-01 60.480879933315600
2001-08-01 60.412649550996400
2001-09-01 59.349079578622500
2001-10-01 57.882013447284606
2001-11-01 57.458153239250400
2001-12-01 56.834041360953290
2002-01-01 57.750449405374496
2002-02-01 57.958810706169300
2002-03-01 58.359673779123710
2002-04-01 58.092488269369404
2002-05-01 58.125709886229400
2002-06-01 58.171140404000205
2002-07-01 58.139421232802604
2002-08-01 58.091191314370896
2002-09-01 57.731795831678700
2002-10-01 58.101310724212700
2002-11-01 58.080374296210000
2002-12-01 57.805197641843700
2003-01-01 57.245321882666900
2003-02-01 57.055646483009504
2003-03-01 57.079118869729210
2003-04-01 57.038317570372600
2003-05-01 56.973988189934800
2003-06-01 57.045810130568110
2003-07-01 57.367998805119804
2003-08-01 58.530723013044000
2003-09-01 58.382572523723496
2003-10-01 57.348091671511604
2003-11-01 57.868618264100200
2003-12-01 57.783379083471004
2004-01-01 57.731421029141906
2004-02-01 57.125501844067000
2004-03-01 56.853845603808100
2004-04-01 57.625847871810600
2004-05-01 57.977774018953800
2004-06-01 58.413463038368100
2004-07-01 58.542845465800400
2004-08-01 58.924182171313200
2004-09-01 59.144813920667600
2004-10-01 60.161257700635900
2004-11-01 59.805185784675890
2004-12-01 59.752705127305900
2005-01-01 60.120522518944504
2005-02-01 59.865531722443900
2005-03-01 59.735618447854800
2005-04-01 59.860446031879604
2005-05-01 60.081294267726200
2005-06-01 60.774503709454700
2005-07-01 59.822610961105006
2005-08-01 59.644759191387200
2005-09-01 59.835887421523400
2005-10-01 59.932297548196400
2005-11-01 59.943731226476600
2005-12-01 60.457318833272296
2006-01-01 60.781659703375595
2006-02-01 60.753648255363700
2006-03-01 60.990246968288496
2006-04-01 61.413996096337996
2006-05-01 61.355051967520000
2006-06-01 61.530241601651106
2006-07-01 61.757092212845500
2006-08-01 61.956652094939610
2006-09-01 61.819629156303400
2006-10-01 61.806711899135200
2006-11-01 62.050510723051204
2006-12-01 62.074156287284794
2007-01-01 62.188872467943895
2007-02-01 62.471871683396100
2007-03-01 62.605142981729900
2007-04-01 61.967120082376795
2007-05-01 61.609230776243400
2007-06-01 61.353882862812010
2007-07-01 61.049766299006900
2007-08-01 61.023598167487300
2007-09-01 61.135592177148700
2007-10-01 61.184472980784400
2007-11-01 61.070849503591300
2007-12-01 61.017819670294800
2008-01-01 60.747106350472790
2008-02-01 61.030819825916990
2008-03-01 60.880345202262600
2008-04-01 61.839223450093606
2008-05-01 61.148547800401790
2008-06-01 60.632854272026500
2008-07-01 61.209565218977500
2008-08-01 61.157754098138200
2008-09-01 61.661864201083496
2008-10-01 61.575934402057400
2008-11-01 61.716193063018600
2008-12-01 61.262180787300700
2009-01-01 61.004385877389296
2009-02-01 60.946734543469894
2009-03-01 60.546551874586300
2009-04-01 59.546200751722400
2009-05-01 60.197789749795600
2009-06-01 59.955788763086990
2009-07-01 60.445907186150706
2009-08-01 60.358830167928200
2009-09-01 60.066128694140100
2009-10-01 60.515534637762500
2009-11-01 60.556527085687290
2009-12-01 61.012446286885500
2010-01-01 61.350424428138105
2010-02-01 61.359964732987390
2010-03-01 61.822575049025710
2010-04-01 62.276261224240500
2010-05-01 62.786953755978500
2010-06-01 62.882097620240790
2010-07-01 62.953311693415300
2010-08-01 63.233271807010404
2010-09-01 63.232979766303700
2010-10-01 63.509990161988400
2010-11-01 63.513553656088895
2010-12-01 63.733391066814800
2011-01-01 64.034120947199100
2011-02-01 64.376582077616800
2011-03-01 65.012641780620800
2011-04-01 65.122367255720300
2011-05-01 65.235693790188600
2011-06-01 65.232265235474400
2011-07-01 64.764718524047100
2011-08-01 64.790835935272500
2011-09-01 64.849029491018900
2011-10-01 65.652270096243000
2011-11-01 65.737160894785300
2011-12-01 64.846867228073100
2012-01-01 66.286391889756400
2012-02-01 66.337258151296500
2012-03-01 67.410777566811700
2012-04-01 67.001142554574700
2012-05-01 67.439740584041600
2012-06-01 67.895185319548200
2012-07-01 68.093471427210400
2012-08-01 68.274272805437200
2012-09-01 68.355231164258200
2012-10-01 67.677064404137600
2012-11-01 68.457542550672800
2012-12-01 68.521993975838700
2013-01-01 68.289616649180300
2013-02-01 68.987644388457200
2013-03-01 68.415922989390500
2013-04-01 69.402836507411400
2013-05-01 69.392007654947010
2013-06-01 69.545662282089500
2013-07-01 70.236195521394000
2013-08-01 70.490055168404210
2013-09-01 70.735828995057900
2013-10-01 69.911805492498100
2013-11-01 70.455270075342300
2013-12-01 70.592127878305800
2014-01-01 71.405222236047490
2014-02-01 70.782357383284000
2014-03-01 71.043133925719090
2014-04-01 71.002120112294400
2014-05-01 71.051686352509590
2014-06-01 71.004882448133590
2014-07-01 71.441206422206290
2014-08-01 71.906903981259500
2014-09-01 72.372468710559500
2014-10-01 72.630122376201910
2014-11-01 72.989520457167400
2014-12-01 72.773498737704700
2015-01-01 72.981274742298910
2015-02-01 72.895187189012400
2015-03-01 72.668217267475600
2015-04-01 72.500239838862600
2015-05-01 72.893215617103300
2015-06-01 72.927176326508200
2015-07-01 72.727840549263900
2015-08-01 72.692327204040300
2015-09-01 72.763003934673290
2015-10-01 73.455258963611200
2015-11-01 73.223091370477090
2015-12-01 73.910527084821100
2016-01-01 73.880439347548000
2016-02-01 73.797447206972200
2016-03-01 74.519804780276300
2016-04-01 74.698617045055000
2016-05-01 74.086158095640500
2016-06-01 75.118570376130100
2016-07-01 74.545590753223800
2016-08-01 75.031752604234000
2016-09-01 75.809429175904600
2016-10-01 75.476090523292210
2016-11-01 76.597738558322590
2016-12-01 76.182251464926800
2017-01-01 76.204986998185300
2017-02-01 77.049937046163500
2017-03-01 76.972338398261500
2017-04-01 77.315050137522790
2017-05-01 77.257475861409700
2017-06-01 76.867716639317900
2017-07-01 77.406472252096900
2017-08-01 77.297908074910710
2017-09-01 77.219639432737990
2017-10-01 77.732029248416600
2017-11-01 77.563113328856500
2017-12-01 77.815248140454500
2018-01-01 78.328233477103080
2018-02-01 78.696025961546200
2018-03-01 78.378838985390300
2018-04-01 77.826987631541800
2018-05-01 78.498643550624100
2018-06-01 78.811434877761100
2018-07-01 78.713113604311800
2018-08-01 79.092473944982500
2018-09-01 78.989918543543910
2018-10-01 79.405371216457410
2018-11-01 79.849706994243090
2018-12-01 79.866379894236200
2019-01-01 80.195780691020700
2019-02-01 79.979219607353410
2019-03-01 79.869220527919510
2019-04-01 80.077824532071700
2019-05-01 80.044350440258210
2019-06-01 79.832555330884900
2019-07-01 80.311916345325300
2019-08-01 80.153622595866790
2019-09-01 80.324984126916400
2019-10-01 80.398321333620400
2019-11-01 80.800006050910800
2019-12-01 81.458888932829800
2020-01-01 81.863911878742090
2020-02-01 82.255253300986500
2020-03-01 77.442211177853410
2020-04-01 27.859011950382104
2020-05-01 32.281701830336500
2020-06-01 37.072144559077200
2020-07-01 43.125779181677890
2020-08-01 45.858706727061204
2020-09-01 48.439330825247005
2020-10-01 51.472398600142604
2020-11-01 51.457400247155110
2020-12-01 45.423054105878200
2021-01-01 49.096791561370400
2021-02-01 51.815880091281800
2021-03-01 53.774443884059600
2021-04-01 55.362658692709104
2021-05-01 57.168415152180200
2021-06-01 59.923514003848600
2021-07-01 63.575966414207790
2021-08-01 65.190503701937900
2021-09-01 65.445839093491200
2021-10-01 68.560401216791800
2021-11-01 69.098150026143900
2021-12-01 69.872972551450400
2022-01-01 69.773397015639600
2022-02-01 69.737674486461700
2022-03-01 71.288368508503510
2022-04-01 71.849801394892100
2022-05-01 72.573616795736700
2022-06-01 73.328425075285600
2022-07-01 74.070914068548700
2022-08-01 74.378932098831700
2022-09-01 74.587897721181290
2022-10-01 74.914935110567090
2022-11-01 75.738225434602100
2022-12-01 75.762240119045590
2023-01-01 76.990035269614300
2023-02-01 77.033267254117500
2023-03-01 77.483256246282900
2023-04-01 76.936827202157300
2023-05-01 77.009359308194800
2023-06-01 76.474929366260080
2023-07-01 76.490760632345100
2023-08-01 76.492202143428500
2023-09-01 77.379857718230100
2023-10-01 77.865174167563410
2023-11-01 78.055971066771490
2023-12-01 78.123042887316090
2024-01-01 78.546519260706090
2024-02-01 78.929709808825100
2024-03-01 78.761230901720000
2024-04-01 78.301249457426790
2024-05-01 79.631789579347600
2024-06-01 81.574558724659200
2024-07-01 82.243521760447790
2024-08-01 81.768482889846500
2024-09-01 80.580712177240800
2024-10-01 80.778696413006000

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