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 2024-07-01
Last Updated 2024-08-17 4:52 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. 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 19.161688455883898
1990-02-01 19.086735403538302
1990-03-01 19.433186530101200
1990-04-01 19.359544272788103
1990-05-01 19.364158622762900
1990-06-01 19.325272742969602
1990-07-01 19.343427663607800
1990-08-01 19.436072920774700
1990-09-01 19.359260516713200
1990-10-01 19.363182135435500
1990-11-01 19.398002309242000
1990-12-01 19.388208824787604
1991-01-01 19.249923823772200
1991-02-01 19.086276170696500
1991-03-01 18.724329256294500
1991-04-01 18.638613381081300
1991-05-01 18.652979047316400
1991-06-01 18.601807905232100
1991-07-01 18.752116914194300
1991-08-01 19.048778718535800
1991-09-01 18.878091072635300
1991-10-01 18.795336189378100
1991-11-01 18.719280099471604
1991-12-01 18.705608458026898
1992-01-01 18.523872108702700
1992-02-01 18.680114980099603
1992-03-01 18.707304146796900
1992-04-01 18.910243761084000
1992-05-01 19.136875882517103
1992-06-01 19.170560017539398
1992-07-01 19.361619843891603
1992-08-01 19.371670010154200
1992-09-01 19.496217029592500
1992-10-01 19.820815900578697
1992-11-01 19.943642250010800
1992-12-01 20.025143692674700
1993-01-01 20.310648522670103
1993-02-01 20.391662338121100
1993-03-01 20.384024477258500
1993-04-01 20.472766827584300
1993-05-01 20.414753754117400
1993-06-01 20.535265083678500
1993-07-01 20.374505351219100
1993-08-01 20.492711595099200
1993-09-01 20.530532303577800
1993-10-01 20.364325661550900
1993-11-01 20.466036897131698
1993-12-01 20.549096472259300
1994-01-01 20.688892550419100
1994-02-01 20.884871528780803
1994-03-01 20.539693384572700
1994-04-01 20.526421512393398
1994-05-01 20.500134442391502
1994-06-01 20.390380157679000
1994-07-01 20.404872144397100
1994-08-01 20.109342005043302
1994-09-01 19.778546066689202
1994-10-01 19.914334829554400
1994-11-01 19.891915082423502
1994-12-01 19.852810161500500
1995-01-01 19.765885050362400
1995-02-01 19.763710501565100
1995-03-01 19.896045842705200
1995-04-01 19.795413083476898
1995-05-01 19.799208269551300
1995-06-01 19.769958048159100
1995-07-01 19.717711744078200
1995-08-01 19.720943467302803
1995-09-01 19.521064671530002
1995-10-01 19.851086914164800
1995-11-01 19.795063586480900
1995-12-01 19.734834075283700
1996-01-01 19.855979215575303
1996-02-01 19.851125960807103
1996-03-01 20.363599351656802
1996-04-01 20.091980127056600
1996-05-01 20.118561580372898
1996-06-01 20.258994560614500
1996-07-01 20.422425842678800
1996-08-01 20.729236252491600
1996-09-01 20.744319177058600
1996-10-01 20.761297932260200
1996-11-01 20.988886649761200
1996-12-01 20.998713061785200
1997-01-01 21.053061014953400
1997-02-01 21.247779261705300
1997-03-01 21.662174423056100
1997-04-01 21.408799718908803
1997-05-01 21.444602948414700
1997-06-01 21.465291810699398
1997-07-01 21.205016337875500
1997-08-01 21.328728421224100
1997-09-01 21.358029129737698
1997-10-01 21.454735212172302
1997-11-01 21.363037101428798
1997-12-01 21.767756241317000
1998-01-01 21.757074263531800
1998-02-01 21.734417756090398
1998-03-01 21.796247460969300
1998-04-01 22.049267410270100
1998-05-01 21.769364131519500
1998-06-01 21.671091816949300
1998-07-01 22.092802003728600
1998-08-01 21.910310397247702
1998-09-01 22.046101708477998
1998-10-01 22.129619395588698
1998-11-01 22.235093804666600
1998-12-01 22.926239737800003
1999-01-01 22.365468538302803
1999-02-01 22.442191307178200
1999-03-01 22.545895882549400
1999-04-01 22.613631841849397
1999-05-01 22.705828057871000
1999-06-01 22.979678267139896
1999-07-01 23.061890972938700
1999-08-01 23.182913618403300
1999-09-01 23.212560107470400
1999-10-01 22.989292590341800
1999-11-01 23.079359651460500
1999-12-01 23.903788424432200
2000-01-01 23.782419353050898
2000-02-01 23.974595731648100
2000-03-01 23.996693854562500
2000-04-01 24.211708955106800
2000-05-01 24.455886875298700
2000-06-01 24.176772276032100
2000-07-01 24.246947883438200
2000-08-01 24.236022087335500
2000-09-01 24.362581113533896
2000-10-01 24.419388269069200
2000-11-01 24.525478261366500
2000-12-01 24.686249421747497
2001-01-01 24.805262505808102
2001-02-01 25.036239969862102
2001-03-01 24.936751735435198
2001-04-01 25.181268440258698
2001-05-01 25.308665182772300
2001-06-01 25.078561291625200
2001-07-01 25.035051287355298
2001-08-01 24.989822559017895
2001-09-01 24.719230522141000
2001-10-01 24.358928261666100
2001-11-01 24.496449245458700
2001-12-01 23.790403416331100
2002-01-01 23.323476397316700
2002-02-01 23.065957024546698
2002-03-01 22.926929895532400
2002-04-01 22.483834555755898
2002-05-01 22.516133859107800
2002-06-01 22.673990217194700
2002-07-01 22.547717011237100
2002-08-01 22.372275798053900
2002-09-01 22.195185255560798
2002-10-01 22.054732109789300
2002-11-01 22.035248141875897
2002-12-01 21.526279967590604
2003-01-01 21.420808079105600
2003-02-01 20.985735564594100
2003-03-01 20.178515790245303
2003-04-01 20.035333307116900
2003-05-01 19.994025157139400
2003-06-01 19.866875264454200
2003-07-01 19.660357280711400
2003-08-01 19.690891399124700
2003-09-01 19.603068486572898
2003-10-01 19.690664865020498
2003-11-01 19.891725833948800
2003-12-01 19.482598883830700
2004-01-01 18.898220994758603
2004-02-01 19.065469869230100
2004-03-01 19.025083895786900
2004-04-01 19.189972558291900
2004-05-01 18.754206799135900
2004-06-01 18.453133689092898
2004-07-01 18.272162047542600
2004-08-01 17.918583900607103
2004-09-01 17.620373314493800
2004-10-01 17.557685580584600
2004-11-01 17.161183928315900
2004-12-01 17.038782943621400
2005-01-01 16.463742818885300
2005-02-01 16.215908017428100
2005-03-01 15.996160696657600
2005-04-01 15.493347082791700
2005-05-01 15.277999558017099
2005-06-01 15.247762237738100
2005-07-01 15.183750082502500
2005-08-01 15.455369067303698
2005-09-01 15.065749618518801
2005-10-01 14.430942045709800
2005-11-01 14.214743981327400
2005-12-01 14.277959248108802
2006-01-01 14.534291308577400
2006-02-01 14.353697525734699
2006-03-01 14.389472510729700
2006-04-01 14.447818252825801
2006-05-01 14.223096701766000
2006-06-01 13.749218424894302
2006-07-01 13.385459969385100
2006-08-01 13.274014117113400
2006-09-01 13.105254323888500
2006-10-01 12.982135986420900
2006-11-01 12.844655517031100
2006-12-01 12.801270620072698
2007-01-01 12.707310657384400
2007-02-01 12.901338281230199
2007-03-01 12.699440820933699
2007-04-01 12.617919729552000
2007-05-01 12.583736273599100
2007-06-01 12.557929138430099
2007-07-01 12.584504446776900
2007-08-01 12.477018401290800
2007-09-01 12.541701311305900
2007-10-01 12.405035923550999
2007-11-01 12.656683058975300
2007-12-01 12.710487669141700
2008-01-01 12.693485477590900
2008-02-01 12.554509430148300
2008-03-01 12.515603533233499
2008-04-01 12.720607361615802
2008-05-01 12.767199234597900
2008-06-01 12.868628385416400
2008-07-01 12.777225999903100
2008-08-01 12.771523518098200
2008-09-01 12.768061497114802
2008-10-01 12.707986667381500
2008-11-01 12.650459398572700
2008-12-01 12.607580673949899
2009-01-01 12.687730091926401
2009-02-01 12.730096168012500
2009-03-01 12.641466844194902
2009-04-01 12.621222418301300
2009-05-01 12.666878779033599
2009-06-01 12.584372719575699
2009-07-01 12.666274173618800
2009-08-01 12.761842219194300
2009-09-01 12.593873281994600
2009-10-01 12.694496279209499
2009-11-01 12.633336819194698
2009-12-01 12.705723554509301
2010-01-01 12.592345766004800
2010-02-01 12.613684675563300
2010-03-01 12.558694542670901
2010-04-01 12.432599044750700
2010-05-01 12.375544244411198
2010-06-01 12.293763484637301
2010-07-01 12.352755473748800
2010-08-01 12.352133297668901
2010-09-01 12.308809316392500
2010-10-01 12.282055575692802
2010-11-01 12.211619352520401
2010-12-01 12.212005900711999
2011-01-01 12.199873664723198
2011-02-01 12.217605494166401
2011-03-01 12.169601729829099
2011-04-01 12.134011549918402
2011-05-01 12.077167259382401
2011-06-01 12.090411030316801
2011-07-01 11.943419799121099
2011-08-01 11.945769052088302
2011-09-01 12.018077414154698
2011-10-01 11.974267741259000
2011-11-01 11.999743288606200
2011-12-01 11.920935456844498
2012-01-01 11.913116697841101
2012-02-01 11.928007663056600
2012-03-01 11.977626578965399
2012-04-01 12.131760119077802
2012-05-01 12.069941587853998
2012-06-01 12.073128146725300
2012-07-01 12.231871567141399
2012-08-01 12.241483322710600
2012-09-01 12.223998571519198
2012-10-01 12.274151548273402
2012-11-01 12.398155975711301
2012-12-01 12.322251534593400
2013-01-01 12.427188783370000
2013-02-01 12.250423595838400
2013-03-01 12.494438113379900
2013-04-01 12.219339814996900
2013-05-01 12.260724006369900
2013-06-01 12.253113831981500
2013-07-01 12.220945157672801
2013-08-01 12.235217089871400
2013-09-01 12.225795789513100
2013-10-01 12.280111386148802
2013-11-01 12.304469066504900
2013-12-01 12.321659221566101
2014-01-01 12.336216506118500
2014-02-01 12.370408593149600
2014-03-01 12.403606082720401
2014-04-01 12.514630431716599
2014-05-01 12.549423055305901
2014-06-01 12.638975868925600
2014-07-01 12.611685778579900
2014-08-01 12.619497290201199
2014-09-01 12.723398273111200
2014-10-01 12.781755705695200
2014-11-01 12.820548830985100
2014-12-01 12.912498190498400
2015-01-01 12.945881802631302
2015-02-01 13.094006788411800
2015-03-01 13.219090145501001
2015-04-01 13.311609143919402
2015-05-01 13.444373794733100
2015-06-01 13.430669754940000
2015-07-01 13.400511957335000
2015-08-01 13.399134916407000
2015-09-01 13.216212116735802
2015-10-01 12.979278184111301
2015-11-01 13.034376413271898
2015-12-01 13.103909445920598
2016-01-01 13.049752471898598
2016-02-01 13.009908973887300
2016-03-01 12.917339812166700
2016-04-01 12.913196612154401
2016-05-01 12.752229980685800
2016-06-01 12.729815551307302
2016-07-01 12.906615776004902
2016-08-01 12.799064648916099
2016-09-01 12.801807606655800
2016-10-01 12.775697430794802
2016-11-01 12.843681767833900
2016-12-01 12.796445740193802
2017-01-01 12.744812752080500
2017-02-01 12.715138978480900
2017-03-01 12.712176380203000
2017-04-01 12.610817042237802
2017-05-01 12.666362456653700
2017-06-01 12.634748342907800
2017-07-01 12.708920548355500
2017-08-01 12.809663059925000
2017-09-01 12.892206522132499
2017-10-01 12.870558332445800
2017-11-01 12.840400941468500
2017-12-01 12.896238009466200
2018-01-01 12.934101349156500
2018-02-01 12.916523807239600
2018-03-01 12.898546131947999
2018-04-01 13.014342154568300
2018-05-01 13.077656919362700
2018-06-01 13.138178962561700
2018-07-01 13.118121702050300
2018-08-01 13.129414109832599
2018-09-01 12.977838565814500
2018-10-01 13.070566047845599
2018-11-01 13.037670723271600
2018-12-01 12.993568343253500
2019-01-01 13.025190607925000
2019-02-01 13.003494911551800
2019-03-01 12.980375485652500
2019-04-01 13.314335175763800
2019-05-01 13.285442289188499
2019-06-01 13.446258454579000
2019-07-01 13.431383932821500
2019-08-01 13.462223155720000
2019-09-01 13.568582394299400
2019-10-01 13.570073695972200
2019-11-01 13.627811819493600
2019-12-01 13.694277784904400
2020-01-01 13.718457032814200
2020-02-01 13.790501531446200
2020-03-01 13.764747209423100
2020-04-01 12.710664631918700
2020-05-01 11.885207673799501
2020-06-01 11.363595935682700
2020-07-01 11.559801547229700
2020-08-01 11.494659966144700
2020-09-01 11.167760194386402
2020-10-01 11.885765670005600
2020-11-01 11.811721762918000
2020-12-01 12.089514474377500
2021-01-01 12.317355725043800
2021-02-01 12.255466345366500
2021-03-01 12.443421033752802
2021-04-01 12.306347299235199
2021-05-01 12.278088988728001
2021-06-01 12.280891215947700
2021-07-01 12.171673413257599
2021-08-01 12.216604733147301
2021-09-01 12.167418412054600
2021-10-01 11.894812648498500
2021-11-01 11.893325500656200
2021-12-01 11.886414750628800
2022-01-01 11.715999520584500
2022-02-01 11.835456292215800
2022-03-01 11.830996162155099
2022-04-01 11.805587528030100
2022-05-01 11.871510060093900
2022-06-01 11.898297175816600
2022-07-01 11.987410363746300
2022-08-01 12.022844039226902
2022-09-01 12.166718527349500
2022-10-01 12.307748184852800
2022-11-01 12.377468302363301
2022-12-01 12.378111525060700
2023-01-01 12.524027998530200
2023-02-01 12.522492305085900
2023-03-01 12.527725734496698
2023-04-01 12.708595271919100
2023-05-01 12.762039223025301
2023-06-01 12.912664609065000
2023-07-01 12.792847087595300
2023-08-01 12.824905630012800
2023-09-01 12.671791245469400
2023-10-01 12.810971620251902
2023-11-01 12.963628842980900
2023-12-01 12.975883089902300
2024-01-01 12.926261037267200
2024-02-01 13.019013684646900
2024-03-01 13.030367491236200
2024-04-01 13.007992392575100
2024-05-01 13.057909049423198
2024-06-01 13.016221109383200
2024-07-01 13.096122267210902

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