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 2024-09-01
Last Updated 2024-10-23 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. 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 19.161688208633300
1990-02-01 19.086735534982400
1990-03-01 19.433186867058100
1990-04-01 19.359544232254600
1990-05-01 19.364158642989400
1990-06-01 19.325272618543200
1990-07-01 19.343427520175300
1990-08-01 19.436072854063802
1990-09-01 19.359260526954700
1990-10-01 19.363182342378103
1990-11-01 19.398002205313800
1990-12-01 19.388208715780000
1991-01-01 19.249923634107500
1991-02-01 19.086276332468200
1991-03-01 18.724329690925700
1991-04-01 18.638613460031397
1991-05-01 18.652979146508000
1991-06-01 18.601807880367300
1991-07-01 18.752116144278800
1991-08-01 19.048778765335800
1991-09-01 18.878091251433400
1991-10-01 18.795336289198100
1991-11-01 18.719279877460200
1991-12-01 18.705608262464200
1992-01-01 18.523871875215896
1992-02-01 18.680114972130600
1992-03-01 18.707305925154500
1992-04-01 18.910243778382900
1992-05-01 19.136875892329200
1992-06-01 19.170559863434600
1992-07-01 19.361618059443300
1992-08-01 19.371669786550697
1992-09-01 19.496217648444397
1992-10-01 19.820815862322600
1992-11-01 19.943641974936700
1992-12-01 20.025143526917500
1993-01-01 20.310648325777800
1993-02-01 20.391662200744800
1993-03-01 20.384028522732198
1993-04-01 20.472766606747600
1993-05-01 20.414753252690698
1993-06-01 20.535264343290102
1993-07-01 20.374502167563500
1993-08-01 20.492711326935300
1993-09-01 20.530533972624102
1993-10-01 20.364325753852100
1993-11-01 20.466036393124800
1993-12-01 20.549095751875300
1994-01-01 20.688891982738000
1994-02-01 20.884871338376502
1994-03-01 20.539700258531397
1994-04-01 20.526421135326000
1994-05-01 20.500133502591698
1994-06-01 20.390379404492702
1994-07-01 20.404864973566898
1994-08-01 20.109343535298102
1994-09-01 19.778549647663100
1994-10-01 19.914334577339698
1994-11-01 19.891916382165302
1994-12-01 19.852806569887500
1995-01-01 19.765882795521700
1995-02-01 19.763710112752200
1995-03-01 19.896054912414200
1995-04-01 19.795413695390803
1995-05-01 19.799208953262102
1995-06-01 19.769952110797900
1995-07-01 19.717703975659000
1995-08-01 19.720948209445200
1995-09-01 19.521071121221300
1995-10-01 19.851090328712600
1995-11-01 19.795074050343302
1995-12-01 19.734803348660897
1996-01-01 19.855981521450200
1996-02-01 19.851128658796100
1996-03-01 20.363611194262898
1996-04-01 20.091982080832800
1996-05-01 20.118565320671600
1996-06-01 20.258983763612200
1996-07-01 20.422417633894500
1996-08-01 20.729244624428300
1996-09-01 20.744328847262400
1996-10-01 20.761306293016100
1996-11-01 20.988909991418200
1996-12-01 20.998644839020300
1997-01-01 21.053068577724500
1997-02-01 21.247785980116200
1997-03-01 21.662188069257102
1997-04-01 21.408803426077302
1997-05-01 21.444613611723500
1997-06-01 21.465274496617802
1997-07-01 21.205011032861100
1997-08-01 21.328739111374603
1997-09-01 21.358040924044500
1997-10-01 21.454749454297897
1997-11-01 21.363070384967000
1997-12-01 21.767650078003804
1998-01-01 21.757087779211002
1998-02-01 21.734428568185898
1998-03-01 21.796261063025398
1998-04-01 22.049273180700700
1998-05-01 21.769380891814297
1998-06-01 21.671075101314500
1998-07-01 22.092797064341397
1998-08-01 21.910321685390702
1998-09-01 22.046113270573700
1998-10-01 22.129634318874000
1998-11-01 22.235132118104502
1998-12-01 22.926118520854000
1999-01-01 22.365480968503604
1999-02-01 22.442202278398000
1999-03-01 22.545907831536198
1999-04-01 22.613640928140203
1999-05-01 22.705850187342600
1999-06-01 22.979660327366700
1999-07-01 23.061889608478400
1999-08-01 23.182923212217500
1999-09-01 23.212569793241602
1999-10-01 22.989307631225200
1999-11-01 23.079398547251397
1999-12-01 23.903663473822302
2000-01-01 23.782432796573502
2000-02-01 23.974606635338397
2000-03-01 23.996703954527398
2000-04-01 24.211721535595200
2000-05-01 24.455909040270300
2000-06-01 24.176759829996900
2000-07-01 24.246947205116200
2000-08-01 24.236027518526600
2000-09-01 24.362586768211496
2000-10-01 24.419398735525604
2000-11-01 24.525511082518000
2000-12-01 24.686153597461700
2001-01-01 24.805269170060500
2001-02-01 25.036246875032802
2001-03-01 24.936758690974603
2001-04-01 25.181282713385800
2001-05-01 25.308683708575803
2001-06-01 25.078553884791700
2001-07-01 25.035051380576600
2001-08-01 24.989823604503197
2001-09-01 24.719232359219200
2001-10-01 24.358933108926000
2001-11-01 24.496468678018605
2001-12-01 23.790351541433300
2002-01-01 23.323476063319102
2002-02-01 23.065959255314800
2002-03-01 22.926933623817100
2002-04-01 22.483846822561800
2002-05-01 22.516143256304197
2002-06-01 22.673989767797103
2002-07-01 22.547714719186395
2002-08-01 22.372274697566105
2002-09-01 22.195184360718198
2002-10-01 22.054730781031500
2002-11-01 22.035256502480102
2002-12-01 21.526268113345900
2003-01-01 21.420801266047700
2003-02-01 20.985734028137898
2003-03-01 20.178517233943698
2003-04-01 20.035342858916800
2003-05-01 19.994028588257102
2003-06-01 19.866874815558898
2003-07-01 19.660355991538600
2003-08-01 19.690890072223100
2003-09-01 19.603067238715802
2003-10-01 19.690663270778398
2003-11-01 19.891730379194602
2003-12-01 19.482596759141200
2004-01-01 18.898216585496500
2004-02-01 19.065468633493700
2004-03-01 19.025084448538802
2004-04-01 19.189979214440800
2004-05-01 18.754206568297697
2004-06-01 18.453133498675800
2004-07-01 18.272161417153600
2004-08-01 17.918582877408700
2004-09-01 17.620372311117100
2004-10-01 17.557684749413400
2004-11-01 17.161186970761800
2004-12-01 17.038782593549700
2005-01-01 16.463740298288700
2005-02-01 16.215907648002300
2005-03-01 15.996160888009200
2005-04-01 15.493349846659100
2005-05-01 15.277999160295698
2005-06-01 15.247762106934200
2005-07-01 15.183749786088100
2005-08-01 15.455368607161500
2005-09-01 15.065749308759901
2005-10-01 14.430941894317600
2005-11-01 14.214744890682098
2005-12-01 14.277959382289400
2006-01-01 14.534290065566301
2006-02-01 14.353697484462700
2006-03-01 14.389472761106601
2006-04-01 14.447819091763899
2006-05-01 14.223096597571399
2006-06-01 13.749218443861500
2006-07-01 13.385459868094400
2006-08-01 13.274013917032098
2006-09-01 13.105254231951400
2006-10-01 12.982135880564000
2006-11-01 12.844655973971500
2006-12-01 12.801270660114200
2007-01-01 12.707310128826801
2007-02-01 12.901338326604000
2007-03-01 12.699440954223402
2007-04-01 12.617919812529600
2007-05-01 12.583736263373801
2007-06-01 12.557929224518700
2007-07-01 12.584504429811500
2007-08-01 12.477018316138198
2007-09-01 12.541701308892000
2007-10-01 12.405035887707400
2007-11-01 12.656683166534501
2007-12-01 12.710487672859301
2008-01-01 12.693485462207999
2008-02-01 12.554509399024301
2008-03-01 12.515603553919000
2008-04-01 12.720607349079700
2008-05-01 12.767199166570801
2008-06-01 12.868628401263098
2008-07-01 12.777225987006302
2008-08-01 12.771523493735799
2008-09-01 12.768061509275100
2008-10-01 12.707986666361101
2008-11-01 12.650459479210400
2008-12-01 12.607580729060599
2009-01-01 12.687730143466000
2009-02-01 12.730096178202600
2009-03-01 12.641466839766500
2009-04-01 12.621222361348600
2009-05-01 12.666878700583801
2009-06-01 12.584372580547200
2009-07-01 12.666274153001599
2009-08-01 12.761842202234199
2009-09-01 12.593873256811099
2009-10-01 12.694496286522600
2009-11-01 12.633336984041800
2009-12-01 12.705723661192500
2010-01-01 12.592345942659900
2010-02-01 12.613684890686299
2010-03-01 12.558694694292400
2010-04-01 12.432598663104200
2010-05-01 12.375544194341499
2010-06-01 12.293763082356200
2010-07-01 12.352755214324300
2010-08-01 12.352133069305400
2010-09-01 12.308809205304401
2010-10-01 12.282055658691402
2010-11-01 12.211619848966000
2010-12-01 12.212006320126400
2011-01-01 12.199874244380698
2011-02-01 12.217606137741699
2011-03-01 12.169602132090098
2011-04-01 12.134010784110801
2011-05-01 12.077166944132399
2011-06-01 12.090409699351499
2011-07-01 11.943418889804802
2011-08-01 11.945768335361901
2011-09-01 12.018077210557600
2011-10-01 11.974268168826402
2011-11-01 11.999744734887900
2011-12-01 11.920936919757200
2012-01-01 11.913118093661900
2012-02-01 11.928009079814400
2012-03-01 11.977627665027600
2012-04-01 12.131759210798700
2012-05-01 12.069937250581301
2012-06-01 12.073125695589800
2012-07-01 12.231870445791800
2012-08-01 12.241479498801600
2012-09-01 12.223999613395200
2012-10-01 12.274153759869401
2012-11-01 12.398163952955000
2012-12-01 12.322254627425000
2013-01-01 12.427191490436401
2013-02-01 12.250425152731600
2013-03-01 12.494437808542099
2013-04-01 12.219336550843500
2013-05-01 12.260709709788198
2013-06-01 12.253105402081301
2013-07-01 12.220943282580302
2013-08-01 12.235214378544100
2013-09-01 12.225804465441500
2013-10-01 12.280121868523299
2013-11-01 12.304488702717500
2013-12-01 12.321666677031100
2014-01-01 12.336219801768902
2014-02-01 12.370406320048302
2014-03-01 12.403595986930402
2014-04-01 12.514614861061899
2014-05-01 12.549390854152401
2014-06-01 12.638957805153300
2014-07-01 12.611682217766099
2014-08-01 12.619495419422100
2014-09-01 12.723449033456099
2014-10-01 12.781777347109400
2014-11-01 12.820580809585302
2014-12-01 12.912511093080400
2015-01-01 12.945891074180802
2015-02-01 13.094010018684800
2015-03-01 13.219025694288302
2015-04-01 13.311582356224502
2015-05-01 13.444323915928399
2015-06-01 13.430629090654499
2015-07-01 13.400479479626200
2015-08-01 13.399101275103300
2015-09-01 13.216415679692199
2015-10-01 12.979297127077400
2015-11-01 13.034425776452197
2015-12-01 13.103945486193400
2016-01-01 13.049782300961000
2016-02-01 13.009927182506402
2016-03-01 12.917187762814400
2016-04-01 12.913090552229900
2016-05-01 12.752172117521699
2016-06-01 12.729736839743700
2016-07-01 12.906533090222100
2016-08-01 12.799006089162500
2016-09-01 12.802198947442200
2016-10-01 12.775779260091900
2016-11-01 12.843805412716800
2016-12-01 12.796522162666500
2017-01-01 12.744839622800901
2017-02-01 12.715131790479100
2017-03-01 12.711891092504300
2017-04-01 12.610585513786200
2017-05-01 12.666286806126301
2017-06-01 12.634658387896000
2017-07-01 12.708662760997601
2017-08-01 12.809512454804300
2017-09-01 12.892923290102699
2017-10-01 12.870872062330700
2017-11-01 12.840707420068000
2017-12-01 12.896423972851100
2018-01-01 12.934088851803699
2018-02-01 12.916598991327099
2018-03-01 12.897549354592302
2018-04-01 13.014052158470700
2018-05-01 13.077567392048600
2018-06-01 13.138079353902200
2018-07-01 13.117645895334402
2018-08-01 13.129050753685100
2018-09-01 12.978825501944302
2018-10-01 13.072039882572300
2018-11-01 13.037966759708500
2018-12-01 12.993827844053900
2019-01-01 13.024932451274600
2019-02-01 13.003623053810502
2019-03-01 12.978558113968502
2019-04-01 13.313904337796500
2019-05-01 13.285192640436803
2019-06-01 13.446040122541099
2019-07-01 13.430652484686902
2019-08-01 13.461704749719699
2019-09-01 13.570078600970800
2019-10-01 13.573115750717498
2019-11-01 13.628339065360999
2019-12-01 13.694755893389301
2020-01-01 13.718025702489900
2020-02-01 13.790833043909900
2020-03-01 13.760770073361302
2020-04-01 12.710139767612200
2020-05-01 11.884729512895602
2020-06-01 11.363217925639500
2020-07-01 11.558879166765198
2020-08-01 11.494121779136501
2020-09-01 11.170145671367600
2020-10-01 11.889947924686698
2020-11-01 11.812443607675100
2020-12-01 12.090356849503500
2021-01-01 12.316790407370600
2021-02-01 12.255368570958900
2021-03-01 12.438000737564302
2021-04-01 12.305277280367598
2021-05-01 12.277077977367300
2021-06-01 12.280022917243599
2021-07-01 12.169782464030800
2021-08-01 12.216567761619300
2021-09-01 12.172319945321400
2021-10-01 11.900492663140000
2021-11-01 11.895169202997101
2021-12-01 11.888004627416600
2022-01-01 11.715140608943400
2022-02-01 11.834125869809801
2022-03-01 11.823143738279299
2022-04-01 11.803146975471801
2022-05-01 11.869528452190100
2022-06-01 11.897078504177001
2022-07-01 11.985543436928598
2022-08-01 12.022839811906099
2022-09-01 12.177137295495300
2022-10-01 12.314991844075802
2022-11-01 12.380096524779699
2022-12-01 12.380219598065300
2023-01-01 12.522309158039100
2023-02-01 12.518967562035199
2023-03-01 12.517273641623099
2023-04-01 12.703828363300300
2023-05-01 12.758523976621001
2023-06-01 12.910762036042000
2023-07-01 12.790944274072300
2023-08-01 12.825522670235400
2023-09-01 12.689772100036800
2023-10-01 12.819087923015099
2023-11-01 12.967161815008199
2023-12-01 12.978238596973801
2024-01-01 12.923561673060698
2024-02-01 13.013243643747598
2024-03-01 13.017330511537900
2024-04-01 13.001208016002300
2024-05-01 13.053195928030501
2024-06-01 13.014197497416700
2024-07-01 13.095181902045800
2024-08-01 13.122557374177699
2024-09-01 13.100565651437600

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