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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 19.1616649131 |
| 1990-02-01 | 19.0875636103 |
| 1990-03-01 | 19.4358825663 |
| 1990-04-01 | 19.3661018648 |
| 1990-05-01 | 19.3627402211 |
| 1990-06-01 | 19.3234462630 |
| 1990-07-01 | 19.3412408194 |
| 1990-08-01 | 19.4339530636 |
| 1990-09-01 | 19.3576842825 |
| 1990-10-01 | 19.3640036493 |
| 1990-11-01 | 19.3972038617 |
| 1990-12-01 | 19.3875044703 |
| 1991-01-01 | 19.2500246532 |
| 1991-02-01 | 19.0871349626 |
| 1991-03-01 | 18.7267164348 |
| 1991-04-01 | 18.6442692788 |
| 1991-05-01 | 18.6519225154 |
| 1991-06-01 | 18.6005138344 |
| 1991-07-01 | 18.7489475808 |
| 1991-08-01 | 19.0471733255 |
| 1991-09-01 | 18.8766107677 |
| 1991-10-01 | 18.7967297915 |
| 1991-11-01 | 18.7186331242 |
| 1991-12-01 | 18.7051102466 |
| 1992-01-01 | 18.5243453455 |
| 1992-02-01 | 18.6805246931 |
| 1992-03-01 | 18.7090865038 |
| 1992-04-01 | 18.9152627383 |
| 1992-05-01 | 19.1360231361 |
| 1992-06-01 | 19.1696535247 |
| 1992-07-01 | 19.3573109815 |
| 1992-08-01 | 19.3705807581 |
| 1992-09-01 | 19.4948282894 |
| 1992-10-01 | 19.8230886932 |
| 1992-11-01 | 19.9432433917 |
| 1992-12-01 | 20.0248472644 |
| 1993-01-01 | 20.3116622845 |
| 1993-02-01 | 20.3919750332 |
| 1993-03-01 | 20.3848626431 |
| 1993-04-01 | 20.4764751682 |
| 1993-05-01 | 20.4145123670 |
| 1993-06-01 | 20.5349308315 |
| 1993-07-01 | 20.3689434574 |
| 1993-08-01 | 20.4923214719 |
| 1993-09-01 | 20.5294827583 |
| 1993-10-01 | 20.3670076690 |
| 1993-11-01 | 20.4660764370 |
| 1993-12-01 | 20.5491839345 |
| 1994-01-01 | 20.6900308511 |
| 1994-02-01 | 20.8850946104 |
| 1994-03-01 | 20.5394575909 |
| 1994-04-01 | 20.5286639266 |
| 1994-05-01 | 20.5002723112 |
| 1994-06-01 | 20.3904299401 |
| 1994-07-01 | 20.3992168385 |
| 1994-08-01 | 20.1094752844 |
| 1994-09-01 | 19.7779322979 |
| 1994-10-01 | 19.9171940470 |
| 1994-11-01 | 19.8923539119 |
| 1994-12-01 | 19.8528746062 |
| 1995-01-01 | 19.7665681805 |
| 1995-02-01 | 19.7641362051 |
| 1995-03-01 | 19.8950973996 |
| 1995-04-01 | 19.7962359472 |
| 1995-05-01 | 19.8000182357 |
| 1995-06-01 | 19.7702601118 |
| 1995-07-01 | 19.7124591752 |
| 1995-08-01 | 19.7217847677 |
| 1995-09-01 | 19.5210530957 |
| 1995-10-01 | 19.8535283203 |
| 1995-11-01 | 19.7962682733 |
| 1995-12-01 | 19.7332329204 |
| 1996-01-01 | 19.8563793156 |
| 1996-02-01 | 19.8515102418 |
| 1996-03-01 | 20.3624997459 |
| 1996-04-01 | 20.0928537064 |
| 1996-05-01 | 20.1196749911 |
| 1996-06-01 | 20.2591710276 |
| 1996-07-01 | 20.4184392512 |
| 1996-08-01 | 20.7302685070 |
| 1996-09-01 | 20.7447127528 |
| 1996-10-01 | 20.7632330560 |
| 1996-11-01 | 20.9908738622 |
| 1996-12-01 | 20.9943692836 |
| 1997-01-01 | 21.0534444878 |
| 1997-02-01 | 21.2479832257 |
| 1997-03-01 | 21.6610160538 |
| 1997-04-01 | 21.4090198092 |
| 1997-05-01 | 21.4490817405 |
| 1997-06-01 | 21.4643719456 |
| 1997-07-01 | 21.2022562294 |
| 1997-08-01 | 21.3295791451 |
| 1997-09-01 | 21.3586783767 |
| 1997-10-01 | 21.4559550714 |
| 1997-11-01 | 21.3654918372 |
| 1997-12-01 | 21.7607309212 |
| 1998-01-01 | 21.7575337803 |
| 1998-02-01 | 21.7344648758 |
| 1998-03-01 | 21.7952035206 |
| 1998-04-01 | 22.0488086828 |
| 1998-05-01 | 21.7771880855 |
| 1998-06-01 | 21.6693987424 |
| 1998-07-01 | 22.0910576365 |
| 1998-08-01 | 21.9105820124 |
| 1998-09-01 | 22.0465096861 |
| 1998-10-01 | 22.1304834560 |
| 1998-11-01 | 22.2376650557 |
| 1998-12-01 | 22.9180425939 |
| 1999-01-01 | 22.3657488645 |
| 1999-02-01 | 22.4420752225 |
| 1999-03-01 | 22.5451648385 |
| 1999-04-01 | 22.6110884287 |
| 1999-05-01 | 22.7176419967 |
| 1999-06-01 | 22.9773560402 |
| 1999-07-01 | 23.0602715972 |
| 1999-08-01 | 23.1828101957 |
| 1999-09-01 | 23.2125354775 |
| 1999-10-01 | 22.9897311331 |
| 1999-11-01 | 23.0827287454 |
| 1999-12-01 | 23.8952872906 |
| 2000-01-01 | 23.7827663606 |
| 2000-02-01 | 23.9746629619 |
| 2000-03-01 | 23.9964855960 |
| 2000-04-01 | 24.2064859507 |
| 2000-05-01 | 24.4691138317 |
| 2000-06-01 | 24.1750482214 |
| 2000-07-01 | 24.2456543365 |
| 2000-08-01 | 24.2354980353 |
| 2000-09-01 | 24.3621129471 |
| 2000-10-01 | 24.4194015920 |
| 2000-11-01 | 24.5295583411 |
| 2000-12-01 | 24.6796872726 |
| 2001-01-01 | 24.8054153320 |
| 2001-02-01 | 25.0364367334 |
| 2001-03-01 | 24.9368460270 |
| 2001-04-01 | 25.1727592632 |
| 2001-05-01 | 25.3222377325 |
| 2001-06-01 | 25.0771070779 |
| 2001-07-01 | 25.0341043072 |
| 2001-08-01 | 24.9891006550 |
| 2001-09-01 | 24.7186355510 |
| 2001-10-01 | 24.3585437733 |
| 2001-11-01 | 24.5007560813 |
| 2001-12-01 | 23.7868988831 |
| 2002-01-01 | 23.3234092488 |
| 2002-02-01 | 23.0661794128 |
| 2002-03-01 | 22.9273184482 |
| 2002-04-01 | 22.4754846085 |
| 2002-05-01 | 22.5245882504 |
| 2002-06-01 | 22.6737666160 |
| 2002-07-01 | 22.5472562331 |
| 2002-08-01 | 22.3718598445 |
| 2002-09-01 | 22.1947930076 |
| 2002-10-01 | 22.0542986584 |
| 2002-11-01 | 22.0387503716 |
| 2002-12-01 | 21.5255645635 |
| 2003-01-01 | 21.4204792590 |
| 2003-02-01 | 20.9858876493 |
| 2003-03-01 | 20.1790227115 |
| 2003-04-01 | 20.0282406353 |
| 2003-05-01 | 19.9982225540 |
| 2003-06-01 | 19.8671651471 |
| 2003-07-01 | 19.6604175307 |
| 2003-08-01 | 19.6908286493 |
| 2003-09-01 | 19.6029458390 |
| 2003-10-01 | 19.6903857654 |
| 2003-11-01 | 19.8946972181 |
| 2003-12-01 | 19.4824876588 |
| 2004-01-01 | 18.8979869212 |
| 2004-02-01 | 19.0656199847 |
| 2004-03-01 | 19.0256384366 |
| 2004-04-01 | 19.1847967072 |
| 2004-05-01 | 18.7550552200 |
| 2004-06-01 | 18.4538481465 |
| 2004-07-01 | 18.2725681705 |
| 2004-08-01 | 17.9187445986 |
| 2004-09-01 | 17.6204737971 |
| 2004-10-01 | 17.5577149148 |
| 2004-11-01 | 17.1629786925 |
| 2004-12-01 | 17.0387699746 |
| 2005-01-01 | 16.4636152611 |
| 2005-02-01 | 16.2159557354 |
| 2005-03-01 | 15.9962908453 |
| 2005-04-01 | 15.4906690099 |
| 2005-05-01 | 15.2782219158 |
| 2005-06-01 | 15.2480527914 |
| 2005-07-01 | 15.1840129376 |
| 2005-08-01 | 15.4555936075 |
| 2005-09-01 | 15.0659500619 |
| 2005-10-01 | 14.4310460345 |
| 2005-11-01 | 14.2154846939 |
| 2005-12-01 | 14.2779861203 |
| 2006-01-01 | 14.5342097539 |
| 2006-02-01 | 14.3536300735 |
| 2006-03-01 | 14.3893532552 |
| 2006-04-01 | 14.4468628526 |
| 2006-05-01 | 14.2230268304 |
| 2006-06-01 | 13.7492920437 |
| 2006-07-01 | 13.3856030773 |
| 2006-08-01 | 13.2741717509 |
| 2006-09-01 | 13.1054089018 |
| 2006-10-01 | 12.9822547400 |
| 2006-11-01 | 12.8447595044 |
| 2006-12-01 | 12.8013281489 |
| 2007-01-01 | 12.7072784502 |
| 2007-02-01 | 12.9012670119 |
| 2007-03-01 | 12.6993210766 |
| 2007-04-01 | 12.6177936430 |
| 2007-05-01 | 12.5836498241 |
| 2007-06-01 | 12.5579295783 |
| 2007-07-01 | 12.5845648240 |
| 2007-08-01 | 12.4770810659 |
| 2007-09-01 | 12.5417522017 |
| 2007-10-01 | 12.4050662330 |
| 2007-11-01 | 12.6567061404 |
| 2007-12-01 | 12.7104897805 |
| 2008-01-01 | 12.6934766224 |
| 2008-02-01 | 12.5544932228 |
| 2008-03-01 | 12.5155870454 |
| 2008-04-01 | 12.7205875868 |
| 2008-05-01 | 12.7671828788 |
| 2008-06-01 | 12.8686314380 |
| 2008-07-01 | 12.7772118775 |
| 2008-08-01 | 12.7715251667 |
| 2008-09-01 | 12.7680721764 |
| 2008-10-01 | 12.7079865480 |
| 2008-11-01 | 12.6504617019 |
| 2008-12-01 | 12.6075834922 |
| 2009-01-01 | 12.6877410277 |
| 2009-02-01 | 12.7301130276 |
| 2009-03-01 | 12.6414867206 |
| 2009-04-01 | 12.6212507403 |
| 2009-05-01 | 12.6668774378 |
| 2009-06-01 | 12.5843375616 |
| 2009-07-01 | 12.6662166609 |
| 2009-08-01 | 12.7618221127 |
| 2009-09-01 | 12.5938590439 |
| 2009-10-01 | 12.6944772465 |
| 2009-11-01 | 12.6333790339 |
| 2009-12-01 | 12.7057193302 |
| 2010-01-01 | 12.5923596050 |
| 2010-02-01 | 12.6137770647 |
| 2010-03-01 | 12.5587669953 |
| 2010-04-01 | 12.4326290437 |
| 2010-05-01 | 12.3755461009 |
| 2010-06-01 | 12.2936733942 |
| 2010-07-01 | 12.3526189338 |
| 2010-08-01 | 12.3520423440 |
| 2010-09-01 | 12.3087313494 |
| 2010-10-01 | 12.2820064235 |
| 2010-11-01 | 12.2117318752 |
| 2010-12-01 | 12.2120674925 |
| 2011-01-01 | 12.2000065113 |
| 2011-02-01 | 12.2178908111 |
| 2011-03-01 | 12.1697888971 |
| 2011-04-01 | 12.1340223704 |
| 2011-05-01 | 12.0770628088 |
| 2011-06-01 | 12.0900230443 |
| 2011-07-01 | 11.9430953460 |
| 2011-08-01 | 11.9455327977 |
| 2011-09-01 | 12.0179255090 |
| 2011-10-01 | 11.9742404572 |
| 2011-11-01 | 12.0000587601 |
| 2011-12-01 | 11.9212345795 |
| 2012-01-01 | 11.9135334620 |
| 2012-02-01 | 11.9286704678 |
| 2012-03-01 | 11.9780693632 |
| 2012-04-01 | 12.1316985298 |
| 2012-05-01 | 12.0691081806 |
| 2012-06-01 | 12.0723670518 |
| 2012-07-01 | 12.2314849878 |
| 2012-08-01 | 12.2402592325 |
| 2012-09-01 | 12.2241468385 |
| 2012-10-01 | 12.2742487924 |
| 2012-11-01 | 12.3991815847 |
| 2012-12-01 | 12.3228850943 |
| 2013-01-01 | 12.4280625184 |
| 2013-02-01 | 12.2516044256 |
| 2013-03-01 | 12.4955259336 |
| 2013-04-01 | 12.2200683834 |
| 2013-05-01 | 12.2571306864 |
| 2013-06-01 | 12.2512593840 |
| 2013-07-01 | 12.2206520049 |
| 2013-08-01 | 12.2336044349 |
| 2013-09-01 | 12.2265559622 |
| 2013-10-01 | 12.2805863420 |
| 2013-11-01 | 12.3062357744 |
| 2013-12-01 | 12.3224612487 |
| 2014-01-01 | 12.3374275752 |
| 2014-02-01 | 12.3722485100 |
| 2014-03-01 | 12.4054542781 |
| 2014-04-01 | 12.5161239145 |
| 2014-05-01 | 12.5427797395 |
| 2014-06-01 | 12.6357544145 |
| 2014-07-01 | 12.6110100077 |
| 2014-08-01 | 12.6168919297 |
| 2014-09-01 | 12.7268816850 |
| 2014-10-01 | 12.7820467297 |
| 2014-11-01 | 12.8227997316 |
| 2014-12-01 | 12.9134901167 |
| 2015-01-01 | 12.9476642603 |
| 2015-02-01 | 13.0966110709 |
| 2015-03-01 | 13.2239059901 |
| 2015-04-01 | 13.3134395711 |
| 2015-05-01 | 13.4334601895 |
| 2015-06-01 | 13.4241786735 |
| 2015-07-01 | 13.3975717304 |
| 2015-08-01 | 13.3953762395 |
| 2015-09-01 | 13.2236749348 |
| 2015-10-01 | 12.9800604317 |
| 2015-11-01 | 13.0378582835 |
| 2015-12-01 | 13.1063347294 |
| 2016-01-01 | 13.0525466993 |
| 2016-02-01 | 13.0125554547 |
| 2016-03-01 | 12.9281494552 |
| 2016-04-01 | 12.9133326968 |
| 2016-05-01 | 12.7372637488 |
| 2016-06-01 | 12.7182831095 |
| 2016-07-01 | 12.8988737860 |
| 2016-08-01 | 12.7928350642 |
| 2016-09-01 | 12.8134278725 |
| 2016-10-01 | 12.7791982976 |
| 2016-11-01 | 12.8509637161 |
| 2016-12-01 | 12.8026454817 |
| 2017-01-01 | 12.7500583932 |
| 2017-02-01 | 12.7187520401 |
| 2017-03-01 | 12.7298921277 |
| 2017-04-01 | 12.6093015255 |
| 2017-05-01 | 12.6431861936 |
| 2017-06-01 | 12.6116206698 |
| 2017-07-01 | 12.6967372159 |
| 2017-08-01 | 12.7928036665 |
| 2017-09-01 | 12.9085548554 |
| 2017-10-01 | 12.8892225453 |
| 2017-11-01 | 12.8538113416 |
| 2017-12-01 | 12.9082986211 |
| 2018-01-01 | 12.9425874960 |
| 2018-02-01 | 12.9201447320 |
| 2018-03-01 | 12.9236411853 |
| 2018-04-01 | 13.0076388903 |
| 2018-05-01 | 13.0449639321 |
| 2018-06-01 | 13.1004335045 |
| 2018-07-01 | 13.0984646184 |
| 2018-08-01 | 13.0984102545 |
| 2018-09-01 | 13.0003648692 |
| 2018-10-01 | 13.1094684913 |
| 2018-11-01 | 13.0585590106 |
| 2018-12-01 | 13.0139432308 |
| 2019-01-01 | 13.0343136166 |
| 2019-02-01 | 13.0096589864 |
| 2019-03-01 | 13.0095541462 |
| 2019-04-01 | 13.3022464296 |
| 2019-05-01 | 13.2439750095 |
| 2019-06-01 | 13.3936864353 |
| 2019-07-01 | 13.4038816485 |
| 2019-08-01 | 13.4155873801 |
| 2019-09-01 | 13.5960917079 |
| 2019-10-01 | 13.6317213108 |
| 2019-11-01 | 13.6576691520 |
| 2019-12-01 | 13.7248685553 |
| 2020-01-01 | 13.7292131570 |
| 2020-02-01 | 13.7995798808 |
| 2020-03-01 | 13.7984528076 |
| 2020-04-01 | 12.6946712706 |
| 2020-05-01 | 11.8452807963 |
| 2020-06-01 | 11.3066001571 |
| 2020-07-01 | 11.5297108076 |
| 2020-08-01 | 11.4472099569 |
| 2020-09-01 | 11.1931832006 |
| 2020-10-01 | 11.9432416695 |
| 2020-11-01 | 11.8476316588 |
| 2020-12-01 | 12.1274485927 |
| 2021-01-01 | 12.3222532387 |
| 2021-02-01 | 12.2736376049 |
| 2021-03-01 | 12.4719611073 |
| 2021-04-01 | 12.2934413563 |
| 2021-05-01 | 12.2351841440 |
| 2021-06-01 | 12.2039663313 |
| 2021-07-01 | 12.1371695800 |
| 2021-08-01 | 12.1607370555 |
| 2021-09-01 | 12.1933678536 |
| 2021-10-01 | 11.9501235694 |
| 2021-11-01 | 11.9367083118 |
| 2021-12-01 | 11.9296087846 |
| 2022-01-01 | 11.7186537230 |
| 2022-02-01 | 11.8670816853 |
| 2022-03-01 | 11.8571453017 |
| 2022-04-01 | 11.7952901544 |
| 2022-05-01 | 11.8285925245 |
| 2022-06-01 | 11.8148385870 |
| 2022-07-01 | 11.9535841087 |
| 2022-08-01 | 11.9695332930 |
| 2022-09-01 | 12.1934020267 |
| 2022-10-01 | 12.3456865618 |
| 2022-11-01 | 12.4269985972 |
| 2022-12-01 | 12.4255209035 |
| 2023-01-01 | 12.5174158346 |
| 2023-02-01 | 12.5754149526 |
| 2023-03-01 | 12.5565154043 |
| 2023-04-01 | 12.7031309135 |
| 2023-05-01 | 12.7179938409 |
| 2023-06-01 | 12.8203360061 |
| 2023-07-01 | 12.7592101075 |
| 2023-08-01 | 12.7717570320 |
| 2023-09-01 | 12.6977034723 |
| 2023-10-01 | 12.7273261734 |
| 2023-11-01 | 12.7135704710 |
| 2023-12-01 | 12.7177517706 |
| 2024-01-01 | 12.9154137842 |
| 2024-02-01 | 12.7879277964 |
| 2024-03-01 | 12.8649620438 |
| 2024-04-01 | 12.8068884118 |
| 2024-05-01 | 12.9194037272 |
| 2024-06-01 | 12.9261784530 |
| 2024-07-01 | 12.9652829877 |
| 2024-08-01 | 12.9705765613 |
| 2024-09-01 | 13.0022759433 |
| 2024-10-01 | 13.0083303292 |
| 2024-11-01 | 13.2054830164 |
| 2024-12-01 | 13.1070864674 |
| 2025-01-01 | 13.1128829304 |
| 2025-02-01 | 13.2006774365 |
| 2025-03-01 | 13.3718051690 |
| 2025-04-01 | 13.5155151892 |
| 2025-05-01 | 13.6206659049 |
| 2025-06-01 | 13.6307585698 |
| 2025-07-01 | 13.6628579518 |
| 2025-08-01 | 13.7657054027 |
| 2025-09-01 | 13.7062696931 |
| 2025-10-01 | 13.8973199475 |
| 2025-11-01 | 13.8997823077 |
| 2025-12-01 | 14.0956415664 |
| 2026-01-01 | 13.9113791769 |
| 2026-02-01 | 13.8129631503 |
| 2026-03-01 | 13.6761329762 |
| 2026-04-01 | 13.6176060179 |
| 2026-05-01 | 13.5275327551 |
| 2026-06-01 | 13.5381066572 |
| 2026-07-01 | 13.5649567230 |
| 2026-08-01 | 13.5608502939 |