Federal Reserve Economic Data

Table Data - All Employees: Transportation and Utilities: Air Transportation in Pennsylvania

Title All Employees: Transportation and Utilities: Air Transportation in Pennsylvania
Series ID SMU42000004348100001SA
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 19.161689778146800
1990-02-01 19.086734700705897
1990-03-01 19.433184729110500
1990-04-01 19.359544489839397
1990-05-01 19.364158513013802
1990-06-01 19.325273405762600
1990-07-01 19.343428427947800
1990-08-01 19.436073275501002
1990-09-01 19.359260461140000
1990-10-01 19.363181038016602
1990-11-01 19.398002864483200
1990-12-01 19.388209407056600
1991-01-01 19.249924838350697
1991-02-01 19.086275305315198
1991-03-01 18.724326933354900
1991-04-01 18.638612959447602
1991-05-01 18.652978515910200
1991-06-01 18.601808036746100
1991-07-01 18.752121024007103
1991-08-01 19.048778467208898
1991-09-01 18.878090116906500
1991-10-01 18.795335666069200
1991-11-01 18.719281285704600
1991-12-01 18.705609503084200
1992-01-01 18.523873357835000
1992-02-01 18.680115021891000
1992-03-01 18.707294640742898
1992-04-01 18.910243668788100
1992-05-01 19.136875828584000
1992-06-01 19.170560839577398
1992-07-01 19.361629370986100
1992-08-01 19.371671203334600
1992-09-01 19.496213724672100
1992-10-01 19.820816120919800
1992-11-01 19.943643723788900
1992-12-01 20.025144580958898
1993-01-01 20.310649575550602
1993-02-01 20.391663066587000
1993-03-01 20.384002848388900
1993-04-01 20.472768004143300
1993-05-01 20.414756432053498
1993-06-01 20.535269041335400
1993-07-01 20.374522352675200
1993-08-01 20.492713028366698
1993-09-01 20.530523393315303
1993-10-01 20.364325191837302
1993-11-01 20.466039602415800
1993-12-01 20.549100327276700
1994-01-01 20.688895577334500
1994-02-01 20.884872525286102
1994-03-01 20.539656629446000
1994-04-01 20.526423521311198
1994-05-01 20.500139458614896
1994-06-01 20.390384175035000
1994-07-01 20.404910500692697
1994-08-01 20.109333819968700
1994-09-01 19.778526924255100
1994-10-01 19.914336172111500
1994-11-01 19.891908264159900
1994-12-01 19.852829316820397
1995-01-01 19.765897059012600
1995-02-01 19.763712541390397
1995-03-01 19.895997343439102
1995-04-01 19.795409790870600
1995-05-01 19.799204576205803
1995-06-01 19.769989852130102
1995-07-01 19.717753310335200
1995-08-01 19.720918106634603
1995-09-01 19.521030191357000
1995-10-01 19.851068652927900
1995-11-01 19.795007946550000
1995-12-01 19.734998067099400
1996-01-01 19.855966858211800
1996-02-01 19.851111508027397
1996-03-01 20.363536024319500
1996-04-01 20.091969644109103
1996-05-01 20.118541518902102
1996-06-01 20.259052419773500
1996-07-01 20.422469786650698
1996-08-01 20.729191484307500
1996-09-01 20.744267475378102
1996-10-01 20.761253227658997
1996-11-01 20.988762385495900
1996-12-01 20.999077202047697
1997-01-01 21.053020574934198
1997-02-01 21.247743339474102
1997-03-01 21.662101474489397
1997-04-01 21.408779885323500
1997-05-01 21.444545722537200
1997-06-01 21.465384652301700
1997-07-01 21.205044765756200
1997-08-01 21.328671271129500
1997-09-01 21.357966086752600
1997-10-01 21.454659107485700
1997-11-01 21.362859774318000
1997-12-01 21.768322938038203
1998-01-01 21.757002052890300
1998-02-01 21.734359987215400
1998-03-01 21.796174778746800
1998-04-01 22.049236590647300
1998-05-01 21.769274180279100
1998-06-01 21.671181502800300
1998-07-01 22.092828509422300
1998-08-01 21.910250065208900
1998-09-01 22.046039907830100
1998-10-01 22.129539653553902
1998-11-01 22.234889638902000
1998-12-01 22.926886797556400
1999-01-01 22.365402132897700
1999-02-01 22.442132710674300
1999-03-01 22.545832068805800
1999-04-01 22.613583360925002
1999-05-01 22.705709245700398
1999-06-01 22.979774562525100
1999-07-01 23.061898347770600
1999-08-01 23.182862362302900
1999-09-01 23.212508360041397
1999-10-01 22.989212262235800
1999-11-01 23.079152267799000
1999-12-01 23.904455446689703
2000-01-01 23.782347570337800
2000-02-01 23.974537519155200
2000-03-01 23.996639936101303
2000-04-01 24.211641845115498
2000-05-01 24.455767853227300
2000-06-01 24.176839120748802
2000-07-01 24.246951571354998
2000-08-01 24.235993097439700
2000-09-01 24.362550926214600
2000-10-01 24.419332398569697
2000-11-01 24.525303193738605
2000-12-01 24.686760975269200
2001-01-01 24.805226937969700
2001-02-01 25.036203120592297
2001-03-01 24.936714630730800
2001-04-01 25.181192336269397
2001-05-01 25.308565618236500
2001-06-01 25.078601108626000
2001-07-01 25.035050828473600
2001-08-01 24.989817019249802
2001-09-01 24.719220749915200
2001-10-01 24.358902428088797
2001-11-01 24.496345522253900
2001-12-01 23.790680366992900
2002-01-01 23.323478205328804
2002-02-01 23.065945129554000
2002-03-01 22.926910015361198
2002-04-01 22.483769140949900
2002-05-01 22.516083311285602
2002-06-01 22.673992677135200
2002-07-01 22.547729300614900
2002-08-01 22.372281713109400
2002-09-01 22.195190063439200
2002-10-01 22.054739234290900
2002-11-01 22.035203512734700
2002-12-01 21.526343256977500
2003-01-01 21.420844465029300
2003-02-01 20.985743775736100
2003-03-01 20.178508093642602
2003-04-01 20.035282353678102
2003-05-01 19.994006658677300
2003-06-01 19.866877676569900
2003-07-01 19.660364182382900
2003-08-01 19.690898504782100
2003-09-01 19.603075169630200
2003-10-01 19.690673395144300
2003-11-01 19.891701564539698
2003-12-01 19.482610226864300
2004-01-01 18.898244540601603
2004-02-01 19.065476468119700
2004-03-01 19.025080940674200
2004-04-01 19.189937028262698
2004-05-01 18.754208010076400
2004-06-01 18.453134690419700
2004-07-01 18.272165410431498
2004-08-01 17.918589371773000
2004-09-01 17.620378682028300
2004-10-01 17.557690023932200
2004-11-01 17.161167681317900
2004-12-01 17.038784812373500
2005-01-01 16.463756277504498
2005-02-01 16.215909988437700
2005-03-01 15.996159673996100
2005-04-01 15.493332333908999
2005-05-01 15.278001676624800
2005-06-01 15.247762932377000
2005-07-01 15.183751663940802
2005-08-01 15.455371525362400
2005-09-01 15.065751274026600
2005-10-01 14.430942854439301
2005-11-01 14.214739124871400
2005-12-01 14.277958530767600
2006-01-01 14.534297945293600
2006-02-01 14.353697745569699
2006-03-01 14.389471174200200
2006-04-01 14.447813776635899
2006-05-01 14.223097258490201
2006-06-01 13.749218323922400
2006-07-01 13.385460509829700
2006-08-01 13.274015184217800
2006-09-01 13.105254812456401
2006-10-01 12.982136548991301
2006-11-01 12.844653075971400
2006-12-01 12.801270408546000
2007-01-01 12.707313485675400
2007-02-01 12.901338048876500
2007-03-01 12.699440116677800
2007-04-01 12.617919287274699
2007-05-01 12.583736318540600
2007-06-01 12.557928660460100
2007-07-01 12.584504512264399
2007-08-01 12.477018835190801
2007-09-01 12.541701318585698
2007-10-01 12.405036130746900
2007-11-01 12.656682521871000
2007-12-01 12.710487710233000
2008-01-01 12.693485614310301
2008-02-01 12.554509620866899
2008-03-01 12.515603401526501
2008-04-01 12.720607364305500
2008-05-01 12.767199510008800
2008-06-01 12.868628215473402
2008-07-01 12.777226018983700
2008-08-01 12.771523603791700
2008-09-01 12.768061441033199
2008-10-01 12.707986757391698
2008-11-01 12.650459110134600
2008-12-01 12.607580596197600
2009-01-01 12.687730003086100
2009-02-01 12.730096155943100
2009-03-01 12.641466754843199
2009-04-01 12.621222516014200
2009-05-01 12.666879008511698
2009-06-01 12.584373011981599
2009-07-01 12.666274262416598
2009-08-01 12.761842210419300
2009-09-01 12.593873284550100
2009-10-01 12.694496266684698
2009-11-01 12.633336559316600
2009-12-01 12.705723427398600
2010-01-01 12.592345545309698
2010-02-01 12.613684336296199
2010-03-01 12.558694269042599
2010-04-01 12.432599305691399
2010-05-01 12.375544325136600
2010-06-01 12.293764313971801
2010-07-01 12.352755856121302
2010-08-01 12.352133511059101
2010-09-01 12.308809503536802
2010-10-01 12.282055653187198
2010-11-01 12.211618796815600
2010-12-01 12.212005419276900
2011-01-01 12.199872795781600
2011-02-01 12.217604304327400
2011-03-01 12.169600957552800
2011-04-01 12.134012148924999
2011-05-01 12.077167833499400
2011-06-01 12.090413814934900
2011-07-01 11.943420752265000
2011-08-01 11.945769592542900
2011-09-01 12.018077689239302
2011-10-01 11.974267674477101
2011-11-01 11.999741880030902
2011-12-01 11.920933838638199
2012-01-01 11.913114404974598
2012-02-01 11.928004790038303
2012-03-01 11.977624656684199
2012-04-01 12.131761079997899
2012-05-01 12.069946591876200
2012-06-01 12.073133265961900
2012-07-01 12.231873014004900
2012-08-01 12.241485714629200
2012-09-01 12.223997562472100
2012-10-01 12.274150979459900
2012-11-01 12.398152155751200
2012-12-01 12.322247987108800
2013-01-01 12.427183640609500
2013-02-01 12.250417764619900
2013-03-01 12.494433280476600
2013-04-01 12.219338034705400
2013-05-01 12.260743308535499
2013-06-01 12.253129480292499
2013-07-01 12.220946563978900
2013-08-01 12.235217156357400
2013-09-01 12.225789351393399
2013-10-01 12.280106343572301
2013-11-01 12.304460646055600
2013-12-01 12.321652640660801
2014-01-01 12.336207663357598
2014-02-01 12.370399209821201
2014-03-01 12.403601163886800
2014-04-01 12.514631690804400
2014-05-01 12.549464579673700
2014-06-01 12.639007253342500
2014-07-01 12.611689529691400
2014-08-01 12.619494111018400
2014-09-01 12.723365071455400
2014-10-01 12.781746205315000
2014-11-01 12.820536009058900
2014-12-01 12.912487846979198
2015-01-01 12.945869668676400
2015-02-01 13.093998140278801
2015-03-01 13.219064370439698
2015-04-01 13.311627179198402
2015-05-01 13.444444414661300
2015-06-01 13.430723720099600
2015-07-01 13.400531923592599
2015-08-01 13.399155705434001
2015-09-01 13.216077198502500
2015-10-01 12.979299505659302
2015-11-01 13.034382147390001
2015-12-01 13.103903838830800
2016-01-01 13.049723014980600
2016-02-01 13.009863814935100
2016-03-01 12.917220810433099
2016-04-01 12.913326791733600
2016-05-01 12.752285993373100
2016-06-01 12.729885768161200
2016-07-01 12.906675794930100
2016-08-01 12.799128257841101
2016-09-01 12.801589155527100
2016-10-01 12.775757077028599
2016-11-01 12.843722992430902
2016-12-01 12.796456564487698
2017-01-01 12.744749951518600
2017-02-01 12.715010431541500
2017-03-01 12.711909084860698
2017-04-01 12.611045154992700
2017-05-01 12.666375999500800
2017-06-01 12.634820044002302
2017-07-01 12.709170505997800
2017-08-01 12.809747261532399
2017-09-01 12.891916951341601
2017-10-01 12.870646622565301
2017-11-01 12.840571744532900
2017-12-01 12.896317744143300
2018-01-01 12.933895705871699
2018-02-01 12.916485764984401
2018-03-01 12.897585851816200
2018-04-01 13.014811673443000
2018-05-01 13.077708954611099
2018-06-01 13.138282727096500
2018-07-01 13.118580682834900
2018-08-01 13.129571469950000
2018-09-01 12.977689887454600
2018-10-01 13.070333632894599
2018-11-01 13.038149832300900
2018-12-01 12.993822800534500
2019-01-01 13.024833268031301
2019-02-01 13.003475378084700
2019-03-01 12.978696350865901
2019-04-01 13.314906851232701
2019-05-01 13.285595001784001
2019-06-01 13.446481550027599
2019-07-01 13.432043771002200
2019-08-01 13.462318957174000
2019-09-01 13.568498577092500
2019-10-01 13.569552435503399
2019-11-01 13.628780562600300
2019-12-01 13.694939201195100
2020-01-01 13.718127165638402
2020-02-01 13.790682681753198
2020-03-01 13.761054763843601
2020-04-01 12.711511206181500
2020-05-01 11.885636200131600
2020-06-01 11.364190152482099
2020-07-01 11.560462581995600
2020-08-01 11.494645388475199
2020-09-01 11.167281292627301
2020-10-01 11.884724185581800
2020-11-01 11.814156224450800
2020-12-01 12.090298596353500
2021-01-01 12.317007372847801
2021-02-01 12.255194211793500
2021-03-01 12.438545449572501
2021-04-01 12.307259438965302
2021-05-01 12.279033046600900
2021-06-01 12.282124529435999
2021-07-01 12.172488730562700
2021-08-01 12.218356164352699
2021-09-01 12.163511650594401
2021-10-01 11.892955452382697
2021-11-01 11.898953561617000
2021-12-01 11.888090174332600
2022-01-01 11.715337026246600
2022-02-01 11.834128872882800
2022-03-01 11.824177696155699
2022-04-01 11.805978979445400
2022-05-01 11.872980658274500
2022-06-01 11.900619311873400
2022-07-01 11.989328325212700
2022-08-01 12.025839272561901
2022-09-01 12.161452164355800
2022-10-01 12.302939479973700
2022-11-01 12.387187563740301
2022-12-01 12.380629927386900
2023-01-01 12.522689619256802
2023-02-01 12.519225855366399
2023-03-01 12.519106244872600
2023-04-01 12.707979161484001
2023-05-01 12.764020975371599
2023-06-01 12.916348679513499
2023-07-01 12.796327399156900
2023-08-01 12.830284114082101
2023-09-01 12.665875415231500
2023-10-01 12.802422338480100
2023-11-01 12.976425090037301
2023-12-01 12.979538059735000
2024-01-01 12.924305271198401
2024-02-01 13.014033581291300
2024-03-01 13.020024872797100
2024-04-01 13.006439786191900
2024-05-01 13.060124493356000
2024-06-01 13.021102590692500
2024-07-01 13.101404640559800
2024-08-01 13.127718619625401
2024-09-01 13.170125918894800
2024-10-01 13.204836749989700
2024-11-01 13.169721893106900

Subscribe to the FRED newsletter


Follow us

Back to Top