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 2025-12-01
Last Updated 2026-01-28 2:16 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 19.1616655163725
1990-02-01 19.0875633601588
1990-03-01 19.4358818760261
1990-04-01 19.3661022074191
1990-05-01 19.3627401552509
1990-06-01 19.3234465057275
1990-07-01 19.3412410568655
1990-08-01 19.4339530888176
1990-09-01 19.3576841494861
1990-10-01 19.3640031223113
1990-11-01 19.3972041098037
1990-12-01 19.3875047467017
1991-01-01 19.2500251207137
1991-02-01 19.0871346726015
1991-03-01 18.7267154813026
1991-04-01 18.6442693027971
1991-05-01 18.6519222908247
1991-06-01 18.6005138944909
1991-07-01 18.7489492092724
1991-08-01 19.0471731424370
1991-09-01 18.8766101285895
1991-10-01 18.7967295832770
1991-11-01 18.7186337046697
1991-12-01 18.7051107683016
1992-01-01 18.5243459400881
1992-02-01 18.6805248082206
1992-03-01 18.7090821296157
1992-04-01 18.9152628877799
1992-05-01 19.1360231865201
1992-06-01 19.1696540276421
1992-07-01 19.3573150546946
1992-08-01 19.3705814188035
1992-09-01 19.4948262770806
1992-10-01 19.8230888474720
1992-11-01 19.9432440481204
1992-12-01 20.0248476778294
1993-01-01 20.3116628544443
1993-02-01 20.3919756666235
1993-03-01 20.3848524880671
1993-04-01 20.4764761217887
1993-05-01 20.4145138861066
1993-06-01 20.5349328662064
1993-07-01 20.3689507338993
1993-08-01 20.4923220880231
1993-09-01 20.5294774805775
1993-10-01 20.3670073811014
1993-11-01 20.4660777828754
1993-12-01 20.5491861090575
1994-01-01 20.6900328818038
1994-02-01 20.8850959140244
1994-03-01 20.5394401581378
1994-04-01 20.5286655305012
1994-05-01 20.5002750221578
1994-06-01 20.3904316543810
1994-07-01 20.3992336726303
1994-08-01 20.1094702911971
1994-09-01 19.7779215153220
1994-10-01 19.9171953263453
1994-11-01 19.8923488509185
1994-12-01 19.8528861646357
1995-01-01 19.7665763210250
1995-02-01 19.7641390414151
1995-03-01 19.8950739650726
1995-04-01 19.7962353422561
1995-05-01 19.8000174548998
1995-06-01 19.7702744083777
1995-07-01 19.7124731005077
1995-08-01 19.7217714468126
1995-09-01 19.5210345333132
1995-10-01 19.8535190722757
1995-11-01 19.7962346977436
1995-12-01 19.7333284312932
1996-01-01 19.8563745835392
1996-02-01 19.8515045604351
1996-03-01 20.3624686354270
1996-04-01 20.0928496048017
1996-05-01 20.1196659628581
1996-06-01 20.2591962749449
1996-07-01 20.4184494854702
1996-08-01 20.7302456084805
1996-09-01 20.7446857040253
1996-10-01 20.7632097032737
1996-11-01 20.9908004740311
1996-12-01 20.9945808424682
1997-01-01 21.0534248870032
1997-02-01 21.2479662770701
1997-03-01 21.6609798223476
1997-04-01 21.4090116876457
1997-05-01 21.4490505130550
1997-06-01 21.4644130437996
1997-07-01 21.2022546719380
1997-08-01 21.3295506526942
1997-09-01 21.3586459183068
1997-10-01 21.4559145471721
1997-11-01 21.3653887784034
1997-12-01 21.7610592460069
1998-01-01 21.7574964340219
1998-02-01 21.7344358001235
1998-03-01 21.7951669239682
1998-04-01 22.0487947570987
1998-05-01 21.7771353671575
1998-06-01 21.6694378739367
1998-07-01 22.0910550247541
1998-08-01 21.9105520375360
1998-09-01 22.0464785095865
1998-10-01 22.1304413616810
1998-11-01 22.2375467830101
1998-12-01 22.9184171446477
1999-01-01 22.3657147255731
1999-02-01 22.4420454342367
1999-03-01 22.5451322635940
1999-04-01 22.6110654234761
1999-05-01 22.7175701898300
1999-06-01 22.9773990636391
1999-07-01 23.0602605590605
1999-08-01 23.1827861495505
1999-09-01 23.2125105386781
1999-10-01 22.9896891996476
1999-11-01 23.0826063678245
1999-12-01 23.8956733264879
2000-01-01 23.7827286225958
2000-02-01 23.9746324961013
2000-03-01 23.9964575896562
2000-04-01 24.2064530258905
2000-05-01 24.4690394927087
2000-06-01 24.1750778376663
2000-07-01 24.2456466798880
2000-08-01 24.2354855688024
2000-09-01 24.3620998553824
2000-10-01 24.4193735320323
2000-11-01 24.5294511228750
2000-12-01 24.6799837753243
2001-01-01 24.8053974599962
2001-02-01 25.0364175058802
2001-03-01 24.9368267239822
2001-04-01 25.1727223567479
2001-05-01 25.3221727367227
2001-06-01 25.0771255838114
2001-07-01 25.0341005142459
2001-08-01 24.9890999989742
2001-09-01 24.7186330239710
2001-10-01 24.3585323137564
2001-11-01 24.5006864363876
2001-12-01 23.7870600773864
2002-01-01 23.3234118768881
2002-02-01 23.0661737041075
2002-03-01 22.9273080488343
2002-04-01 22.4754529739279
2002-05-01 22.5245534525102
2002-06-01 22.6737679638023
2002-07-01 22.5472633673876
2002-08-01 22.3718639969496
2002-09-01 22.1947973426128
2002-10-01 22.0543047355086
2002-11-01 22.0387146011242
2002-12-01 21.5256021953397
2003-01-01 21.4205011230994
2003-02-01 20.9858931168614
2003-03-01 20.1790188411582
2003-04-01 20.0282163909461
2003-05-01 19.9982095543436
2003-06-01 19.8671668066732
2003-07-01 19.6604218227621
2003-08-01 19.6908333208869
2003-09-01 19.6029506500194
2003-10-01 19.6903920050504
2003-11-01 19.8946738113271
2003-12-01 19.4824952510867
2004-01-01 18.8980012514314
2004-02-01 19.0656243493401
2004-03-01 19.0256370562046
2004-04-01 19.1847801362615
2004-05-01 18.7550558762916
2004-06-01 18.4538486239794
2004-07-01 18.2725701809981
2004-08-01 17.9187480010351
2004-09-01 17.6204772429855
2004-10-01 17.5577179503600
2004-11-01 17.1629636471093
2004-12-01 17.0387715742366
2005-01-01 16.4636234462144
2005-02-01 16.2159573218979
2005-03-01 15.9962906339367
2005-04-01 15.4906626229630
2005-05-01 15.2782232590697
2005-06-01 15.2480531531285
2005-07-01 15.1840138236435
2005-08-01 15.4555950361000
2005-09-01 15.0659510552738
2005-10-01 14.4310466172627
2005-11-01 14.2154794113424
2005-12-01 14.2779858775153
2006-01-01 14.5342137684908
2006-02-01 14.3536304752997
2006-03-01 14.3893527344603
2006-04-01 14.4468611059609
2006-05-01 14.2230272946071
2006-06-01 13.7492919845432
2006-07-01 13.3856034033811
2006-08-01 13.2741725067005
2006-09-01 13.1054090763104
2006-10-01 12.9822548838521
2006-11-01 12.8447578669387
2006-12-01 12.8013277932634
2007-01-01 12.7072799183410
2007-02-01 12.9012667949722
2007-03-01 12.6993205340351
2007-04-01 12.6177933722024
2007-05-01 12.5836500296868
2007-06-01 12.5579296346368
2007-07-01 12.5845652537867
2007-08-01 12.4770818936739
2007-09-01 12.5417522932180
2007-10-01 12.4050662791680
2007-11-01 12.6567056056977
2007-12-01 12.7104894242214
2008-01-01 12.6934760939734
2008-02-01 12.5544925360140
2008-03-01 12.5155862861541
2008-04-01 12.7205874108666
2008-05-01 12.7671833757157
2008-06-01 12.8686319332047
2008-07-01 12.7772148304315
2008-08-01 12.7715260073990
2008-09-01 12.7680721286021
2008-10-01 12.7079863247847
2008-11-01 12.6504610094246
2008-12-01 12.6075822294383
2009-01-01 12.6877391286666
2009-02-01 12.7301110581474
2009-03-01 12.6414851041370
2009-04-01 12.6212505222087
2009-05-01 12.6668775112245
2009-06-01 12.5843431604065
2009-07-01 12.6662213186784
2009-08-01 12.7618225135219
2009-09-01 12.5938593149866
2009-10-01 12.6944775686083
2009-11-01 12.6333752646627
2009-12-01 12.7057187304687
2010-01-01 12.5923577974119
2010-02-01 12.6137706882017
2010-03-01 12.5587611765878
2010-04-01 12.4326306647075
2010-05-01 12.3755431895557
2010-06-01 12.2936835202320
2010-07-01 12.3526278959710
2010-08-01 12.3520472518933
2010-09-01 12.3087369548794
2010-10-01 12.2820108781519
2010-11-01 12.2117255872958
2010-12-01 12.2120635557145
2011-01-01 12.1999963161108
2011-02-01 12.2178701097668
2011-03-01 12.1697717741084
2011-04-01 12.1340232708487
2011-05-01 12.0770605846212
2011-06-01 12.0900598384277
2011-07-01 11.9431142990718
2011-08-01 11.9455482649699
2011-09-01 12.0179398285416
2011-10-01 11.9742484485896
2011-11-01 12.0000435149171
2011-12-01 11.9212165389527
2012-01-01 11.9135010437553
2012-02-01 11.9286180714980
2012-03-01 11.9780311063483
2012-04-01 12.1317098635333
2012-05-01 12.0691313904424
2012-06-01 12.0724426857381
2012-07-01 12.2315064207743
2012-08-01 12.2403611749357
2012-09-01 12.2241189568736
2012-10-01 12.2742521189961
2012-11-01 12.3991572575819
2012-12-01 12.3228282656840
2013-01-01 12.4279868707572
2013-02-01 12.2515119795772
2013-03-01 12.4954419158021
2013-04-01 12.2200206038546
2013-05-01 12.2573114212331
2013-06-01 12.2514702469705
2013-07-01 12.2206465113241
2013-08-01 12.2337292780886
2013-09-01 12.2264558047439
2013-10-01 12.2805726758145
2013-11-01 12.3062174236088
2013-12-01 12.3224042752063
2014-01-01 12.3373318205223
2014-02-01 12.3720897408335
2014-03-01 12.4052848766183
2014-04-01 12.5159884724519
2014-05-01 12.5431136428985
2014-06-01 12.6361124725104
2014-07-01 12.6110445326262
2014-08-01 12.6171488392794
2014-09-01 12.7264334563723
2014-10-01 12.7821485090299
2014-11-01 12.8229149757508
2014-12-01 12.9135167443505
2015-01-01 12.9475526121967
2015-02-01 13.0963060944710
2015-03-01 13.2234750374558
2015-04-01 13.3130041054904
2015-05-01 13.4338380675575
2015-06-01 13.4246933246057
2015-07-01 13.3977689760418
2015-08-01 13.3958580989329
2015-09-01 13.2231223379950
2015-10-01 12.9805256107869
2015-11-01 13.0382304825642
2015-12-01 13.1064506266165
2016-01-01 13.0524389911434
2016-02-01 13.0122821552000
2016-03-01 12.9264711320386
2016-04-01 12.9121613853952
2016-05-01 12.7377190276541
2016-06-01 12.7189049813856
2016-07-01 12.8994408594789
2016-08-01 12.7939352370875
2016-09-01 12.8133320765303
2016-10-01 12.7803756636074
2016-11-01 12.8516912036765
2016-12-01 12.8027256932697
2017-01-01 12.7496721852666
2017-02-01 12.7180704779125
2017-03-01 12.7262092844841
2017-04-01 12.6073873629192
2017-05-01 12.6438113335209
2017-06-01 12.6121340374440
2017-07-01 12.6975751969499
2017-08-01 12.7944546510319
2017-09-01 12.9117774889970
2017-10-01 12.8905350266284
2017-11-01 12.8548221174912
2017-12-01 12.9087259628189
2018-01-01 12.9399721059749
2018-02-01 12.9196750547592
2018-03-01 12.9164347208377
2018-04-01 13.0054260923224
2018-05-01 13.0459199919618
2018-06-01 13.1009797275957
2018-07-01 13.0997948072232
2018-08-01 13.1009017035844
2018-09-01 13.0075979569076
2018-10-01 13.1108412667033
2018-11-01 13.0598228833898
2018-12-01 13.0146689368280
2019-01-01 13.0286594374186
2019-02-01 13.0088754746287
2019-03-01 12.9994393000730
2019-04-01 13.3000368313183
2019-05-01 13.2450349035945
2019-06-01 13.3943894626763
2019-07-01 13.4059212843231
2019-08-01 13.4198297416891
2019-09-01 13.6081916027773
2019-10-01 13.6329666473817
2019-11-01 13.6585341224415
2019-12-01 13.7248598595595
2020-01-01 13.7191669877158
2020-02-01 13.7984416182155
2020-03-01 13.7831396582341
2020-04-01 12.6939532137547
2020-05-01 11.8476800895676
2020-06-01 11.3086867430262
2020-07-01 11.5328494741077
2020-08-01 11.4528470903640
2020-09-01 11.2049416137735
2020-10-01 11.9444582646552
2020-11-01 11.8471927790541
2020-12-01 12.1246422871893
2021-01-01 12.3107807335219
2021-02-01 12.2693872563339
2021-03-01 12.4554206640886
2021-04-01 12.2946621452729
2021-05-01 12.2404005378235
2021-06-01 12.2093564571337
2021-07-01 12.1426951659514
2021-08-01 12.1688708787836
2021-09-01 12.2081725909184
2021-10-01 11.9531171327178
2021-11-01 11.9344986729678
2021-12-01 11.9202600061367
2022-01-01 11.7061361871010
2022-02-01 11.8553503662649
2022-03-01 11.8348572905867
2022-04-01 11.8031800577633
2022-05-01 11.8413295730287
2022-06-01 11.8261231289651
2022-07-01 11.9601054086244
2022-08-01 11.9793526580882
2022-09-01 12.2025574983625
2022-10-01 12.3533205524483
2022-11-01 12.4273445604392
2022-12-01 12.4054185180162
2023-01-01 12.5062028509175
2023-02-01 12.5526188714217
2023-03-01 12.5254368752266
2023-04-01 12.7175816418232
2023-05-01 12.7398802291264
2023-06-01 12.8396012013482
2023-07-01 12.7668604858812
2023-08-01 12.7837585491568
2023-09-01 12.7002189330436
2023-10-01 12.7411718082693
2023-11-01 12.7189197011101
2023-12-01 12.6878754368141
2024-01-01 12.9072751236978
2024-02-01 12.7550050944473
2024-03-01 12.8236067557929
2024-04-01 12.8277205087178
2024-05-01 12.9478976672665
2024-06-01 12.9506525316647
2024-07-01 12.9737980651871
2024-08-01 12.9830487500274
2024-09-01 12.9960922082414
2024-10-01 13.0284673878929
2024-11-01 13.1186856443257
2024-12-01 13.1692548809600
2025-01-01 13.1091603651152
2025-02-01 13.1593551679483
2025-03-01 13.2237038125426
2025-04-01 13.1375077819983
2025-05-01 13.1538734314428
2025-06-01 13.1591371758760
2025-07-01 13.2742723688086
2025-08-01 13.3787754509708
2025-09-01 13.4971355438762
2025-10-01 13.5230858481528
2025-11-01 13.5192051224226
2025-12-01 13.6537079777592

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