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 2024-10-01
Last Updated 2024-11-20 4:55 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 19.161689272735300
1990-02-01 19.086734969328198
1990-03-01 19.433185417306400
1990-04-01 19.359544406819100
1990-05-01 19.364158555276500
1990-06-01 19.325273152942000
1990-07-01 19.343428136331802
1990-08-01 19.436073140317300
1990-09-01 19.359260482541398
1990-10-01 19.363181455645500
1990-11-01 19.398002652361500
1990-12-01 19.388209184630900
1991-01-01 19.249924450490898
1991-02-01 19.086275636140100
1991-03-01 18.724327820977198
1991-04-01 18.638613120494302
1991-05-01 18.652978719217000
1991-06-01 18.601807986766000
1991-07-01 18.752119454612500
1991-08-01 19.048778563481600
1991-09-01 18.878090482126900
1991-10-01 18.795335864010300
1991-11-01 18.719280832496900
1991-12-01 18.705609103784898
1992-01-01 18.523872880281400
1992-02-01 18.680115006079102
1992-03-01 18.707298273396102
1992-04-01 18.910243704022600
1992-05-01 19.136875849487300
1992-06-01 19.170560525782800
1992-07-01 19.361625732582397
1992-08-01 19.371670747782800
1992-09-01 19.496214987007900
1992-10-01 19.820816033574600
1992-11-01 19.943643159922800
1992-12-01 20.025144241061700
1993-01-01 20.310649173117200
1993-02-01 20.391662789368500
1993-03-01 20.384011114488600
1993-04-01 20.472767555302102
1993-05-01 20.414755409179300
1993-06-01 20.535267528961400
1993-07-01 20.374515859008397
1993-08-01 20.492712480698800
1993-09-01 20.530526796026603
1993-10-01 20.364325366634300
1993-11-01 20.466038566392600
1993-12-01 20.549098853258300
1994-01-01 20.688894422116398
1994-02-01 20.884872148688604
1994-03-01 20.539670677264500
1994-04-01 20.526422754935897
1994-05-01 20.500137543179502
1994-06-01 20.390382641583802
1994-07-01 20.404895838216900
1994-08-01 20.109336948876898
1994-09-01 19.778534239515500
1994-10-01 19.914335660181102
1994-11-01 19.891910843980998
1994-12-01 19.852822005357197
1995-01-01 19.765892478795397
1995-02-01 19.763711769512200
1995-03-01 19.896015880554604
1995-04-01 19.795411053396700
1995-05-01 19.799205995239898
1995-06-01 19.769977685440200
1995-07-01 19.717737418142900
1995-08-01 19.720927800379698
1995-09-01 19.521043368453600
1995-10-01 19.851075633112200
1995-11-01 19.795029150525500
1995-12-01 19.734935449441200
1996-01-01 19.855971586710100
1996-02-01 19.851117037149102
1996-03-01 20.363560229004100
1996-04-01 20.091973657835600
1996-05-01 20.118549198700700
1996-06-01 20.259030280840303
1996-07-01 20.422452981157697
1996-08-01 20.729208595409500
1996-09-01 20.744287234824398
1996-10-01 20.761270313724000
1996-11-01 20.988809771433900
1996-12-01 20.998938155571900
1997-01-01 21.053036031495800
1997-02-01 21.247757068735300
1997-03-01 21.662129351938400
1997-04-01 21.408787467958000
1997-05-01 21.444567635742303
1997-06-01 21.465349116262104
1997-07-01 21.205033888473100
1997-08-01 21.328693111903500
1997-09-01 21.357990177616700
1997-10-01 21.454688185240897
1997-11-01 21.362927421789397
1997-12-01 21.768106536092898
1998-01-01 21.757029640398397
1998-02-01 21.734382057900895
1998-03-01 21.796202548404200
1998-04-01 22.049248362994700
1998-05-01 21.769308625883998
1998-06-01 21.671147164146600
1998-07-01 22.092818360292500
1998-08-01 21.910273119042202
1998-09-01 22.046063523725500
1998-10-01 22.129570120549698
1998-11-01 22.234967532972604
1998-12-01 22.926639706319800
1999-01-01 22.365427501410200
1999-02-01 22.442155093087397
1999-03-01 22.545856443088397
1999-04-01 22.613601869836300
1999-05-01 22.705754752092300
1999-06-01 22.979737685012000
1999-07-01 23.061895513543500
1999-08-01 23.182881944056900
1999-09-01 23.212528129516897
1999-10-01 22.989242944750100
1999-11-01 23.079231412435302
1999-12-01 23.904200726042298
2000-01-01 23.782374985955000
2000-02-01 23.974559750262298
2000-03-01 23.996660526714397
2000-04-01 24.211667463291400
2000-05-01 24.455813443842302
2000-06-01 24.176813514223298
2000-07-01 24.246950149820200
2000-08-01 24.236004167328502
2000-09-01 24.362562454242000
2000-10-01 24.419353733732500
2000-11-01 24.525370019949698
2000-12-01 24.686565621433700
2001-01-01 24.805240518953900
2001-02-01 25.036217190007800
2001-03-01 24.936728795019604
2001-04-01 25.181221380753500
2001-05-01 25.308603772400698
2001-06-01 25.078585848499300
2001-07-01 25.035050996034500
2001-08-01 24.989819126546603
2001-09-01 24.719224474812100
2001-10-01 24.358912284884200
2001-11-01 24.496385129094502
2001-12-01 23.790574600352002
2002-01-01 23.323477509916300
2002-02-01 23.065949669306600
2002-03-01 22.926917602685900
2002-04-01 22.483794107680000
2002-05-01 22.516102690389500
2002-06-01 22.673991725659200
2002-07-01 22.547724596921500
2002-08-01 22.372279446279800
2002-09-01 22.195188221268700
2002-10-01 22.054736507398200
2002-11-01 22.035220555146605
2002-12-01 21.526319086606602
2003-01-01 21.420830566923500
2003-02-01 20.985740638286300
2003-03-01 20.178511030764700
2003-04-01 20.035301804310100
2003-05-01 19.994013758994000
2003-06-01 19.866876752309200
2003-07-01 19.660361542884600
2003-08-01 19.690895786872500
2003-09-01 19.603072613227300
2003-10-01 19.690670133790398
2003-11-01 19.891710833587400
2003-12-01 19.482605895058900
2004-01-01 18.898235547408700
2004-02-01 19.065473947724700
2004-03-01 19.025082070023200
2004-04-01 19.189950595852498
2004-05-01 18.754207551864102
2004-06-01 18.453134311051500
2004-07-01 18.272164126700698
2004-08-01 17.918587280695398
2004-09-01 17.620376630086700
2004-10-01 17.557688325868998
2004-11-01 17.161173886785800
2004-12-01 17.038784098748000
2005-01-01 16.463751137375800
2005-02-01 16.215909235954200
2005-03-01 15.996160064728400
2005-04-01 15.493337964996801
2005-05-01 15.278000868404400
2005-06-01 15.247762667816698
2005-07-01 15.183751060266000
2005-08-01 15.455370586473201
2005-09-01 15.065750641603300
2005-10-01 14.430942545655300
2005-11-01 14.214740979992400
2005-12-01 14.277958804947000
2006-01-01 14.534295410515899
2006-02-01 14.353697661358600
2006-03-01 14.389471683970699
2006-04-01 14.447815484961400
2006-05-01 14.223097045671402
2006-06-01 13.749218362808799
2006-07-01 13.385460304129300
2006-08-01 13.274014778169999
2006-09-01 13.105254626498802
2006-10-01 12.982136334605801
2006-11-01 12.844654008480600
2006-12-01 12.801270488891198
2007-01-01 12.707312404230000
2007-02-01 12.901338135606402
2007-03-01 12.699440383492900
2007-04-01 12.617919454836400
2007-05-01 12.583736302031600
2007-06-01 12.557928845059399
2007-07-01 12.584504489560599
2007-08-01 12.477018672459400
2007-09-01 12.541701316829698
2007-10-01 12.405036052848498
2007-11-01 12.656682728693900
2007-12-01 12.710487695765700
2008-01-01 12.693485559801301
2008-02-01 12.554509540497800
2008-03-01 12.515603442766500
2008-04-01 12.720607356666500
2008-05-01 12.767199403513200
2008-06-01 12.868628282814800
2008-07-01 12.777226033349098
2008-08-01 12.771523574499302
2008-09-01 12.768061463638501
2008-10-01 12.707986727438200
2008-11-01 12.650459227746902
2008-12-01 12.607580631417001
2009-01-01 12.687730031801697
2009-02-01 12.730096140344400
2009-03-01 12.641466759180801
2009-04-01 12.621222459077899
2009-05-01 12.666878901578698
2009-06-01 12.584372944827600
2009-07-01 12.666274263325000
2009-08-01 12.761842213502600
2009-09-01 12.593873281692500
2009-10-01 12.694496280537100
2009-11-01 12.633336672309700
2009-12-01 12.705723494774300
2010-01-01 12.592345646737100
2010-02-01 12.613684446251600
2010-03-01 12.558694343471698
2010-04-01 12.432599069965300
2010-05-01 12.375544271869900
2010-06-01 12.293764066798800
2010-07-01 12.352755728840199
2010-08-01 12.352133429536199
2010-09-01 12.308809487882100
2010-10-01 12.282055723777200
2010-11-01 12.211619090758400
2010-12-01 12.212005624435900
2011-01-01 12.199873061173902
2011-02-01 12.217604592974900
2011-03-01 12.169601128850902
2011-04-01 12.134011689866300
2011-05-01 12.077167684236500
2011-06-01 12.090413056679802
2011-07-01 11.943420390035000
2011-08-01 11.945769352712500
2011-09-01 12.018077689439100
2011-10-01 11.974267941975300
2011-11-01 11.999742632376900
2011-12-01 11.920934485600801
2012-01-01 11.913114989443400
2012-02-01 11.928005352960401
2012-03-01 11.977625065939200
2012-04-01 12.131760481459699
2012-05-01 12.069944728769100
2012-06-01 12.073131869808100
2012-07-01 12.231872472296300
2012-08-01 12.241484516215902
2012-09-01 12.223997970667698
2012-10-01 12.274152268204400
2012-11-01 12.398156033739500
2012-12-01 12.322249397814200
2013-01-01 12.427184717968700
2013-02-01 12.250418135143098
2013-03-01 12.494432677555900
2013-04-01 12.219335964654501
2013-05-01 12.260737029447100
2013-06-01 12.253125537330700
2013-07-01 12.220945864328499
2013-08-01 12.235217090186600
2013-09-01 12.225793334335899
2013-10-01 12.280111737024699
2013-11-01 12.304469981068198
2013-12-01 12.321655679864600
2014-01-01 12.336208304639499
2014-02-01 12.370397118494802
2014-03-01 12.403595705979303
2014-04-01 12.514623961046000
2014-05-01 12.549450584953000
2014-06-01 12.638999357999400
2014-07-01 12.611688304921100
2014-08-01 12.619495361337199
2014-09-01 12.723387775621700
2014-10-01 12.781758529919500
2014-11-01 12.820552222380302
2014-12-01 12.912493065064302
2015-01-01 12.945871632773700
2015-02-01 13.093997144309000
2015-03-01 13.219025130730000
2015-04-01 13.311612761216500
2015-05-01 13.444424170650100
2015-06-01 13.430711222074000
2015-07-01 13.400524818932200
2015-08-01 13.399147930897998
2015-09-01 13.216176282956200
2015-10-01 12.979306153942401
2015-11-01 13.034397074645100
2015-12-01 13.103912705855300
2016-01-01 13.049731385601600
2016-02-01 13.009868274956000
2016-03-01 12.917120218482099
2016-04-01 12.913300753358099
2016-05-01 12.752256460398801
2016-06-01 12.729860983920100
2016-07-01 12.906661322045600
2016-08-01 12.799125374348499
2016-09-01 12.801785753914402
2016-10-01 12.775785003180802
2016-11-01 12.843749388040900
2016-12-01 12.796461636045699
2017-01-01 12.744742005184500
2017-02-01 12.714997406472900
2017-03-01 12.711742101175300
2017-04-01 12.610991947708600
2017-05-01 12.666325099876302
2017-06-01 12.634747311434800
2017-07-01 12.709186431016800
2017-08-01 12.809767344326300
2017-09-01 12.892234080855700
2017-10-01 12.870763131393700
2017-11-01 12.840620002720401
2017-12-01 12.896328310281300
2018-01-01 12.933796252394302
2018-02-01 12.916442546830302
2018-03-01 12.897299521667499
2018-04-01 13.014733630619100
2018-05-01 13.077619101748800
2018-06-01 13.138164696922100
2018-07-01 13.118650620787100
2018-08-01 13.129596610170902
2018-09-01 12.977938343917902
2018-10-01 13.071113504092699
2018-11-01 13.038114604267900
2018-12-01 12.993849471913200
2019-01-01 13.024230964977500
2019-02-01 13.003473987788100
2019-03-01 12.978298539704301
2019-04-01 13.314750082515700
2019-05-01 13.285441080795698
2019-06-01 13.446344889582200
2019-07-01 13.432260639367199
2019-08-01 13.462484952195700
2019-09-01 13.568817179974198
2019-10-01 13.571124985183900
2019-11-01 13.628613570022700
2019-12-01 13.694869858935800
2020-01-01 13.716864960199402
2020-02-01 13.790663131489700
2020-03-01 13.760289282334100
2020-04-01 12.711221803666700
2020-05-01 11.885429094115802
2020-06-01 11.364025252840900
2020-07-01 11.560886923839900
2020-08-01 11.495154290629900
2020-09-01 11.167992512583302
2020-10-01 11.887013559367500
2020-11-01 11.813303247486500
2020-12-01 12.090176473007801
2021-01-01 12.315315512572200
2021-02-01 12.255043338405500
2021-03-01 12.437454666461400
2021-04-01 12.306561497467198
2021-05-01 12.278484813000600
2021-06-01 12.281820246851401
2021-07-01 12.173330344976700
2021-08-01 12.219687697494900
2021-09-01 12.165579229446700
2021-10-01 11.896821352075902
2021-11-01 11.896503303374601
2021-12-01 11.887423200366800
2022-01-01 11.713463215061200
2022-02-01 11.833750342172400
2022-03-01 11.822593506875501
2022-04-01 11.804664019991900
2022-05-01 11.871840987963200
2022-06-01 11.900054259999800
2022-07-01 11.990447975466800
2022-08-01 12.028099833844800
2022-09-01 12.165494872388900
2022-10-01 12.309640076547199
2022-11-01 12.382329641408699
2022-12-01 12.379217059684501
2023-01-01 12.520297104272098
2023-02-01 12.518509519834199
2023-03-01 12.516894058679400
2023-04-01 12.705734336991998
2023-05-01 12.761981093693302
2023-06-01 12.915364372966799
2023-07-01 12.797691709709700
2023-08-01 12.833670153230200
2023-09-01 12.672305704988599
2023-10-01 12.811996450061299
2023-11-01 12.969791249566901
2023-12-01 12.977002157480301
2024-01-01 12.921621490411802
2024-02-01 13.012868659519100
2024-03-01 13.017103037748699
2024-04-01 13.003385123352698
2024-05-01 13.057327942067301
2024-06-01 13.019718240088300
2024-07-01 13.102829362298902
2024-08-01 13.131936276350600
2024-09-01 13.178825637915402
2024-10-01 13.216757514873600

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