Table Data - All Employees: Transportation and Utilities: Air Transportation in Massachusetts

Title All Employees: Transportation and Utilities: Air Transportation in Massachusetts
Series ID SMU25000004348100001SA
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 2026-09-01
Last Updated 2026-10-20 10:07 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 9.9270834698
1990-02-01 9.8929753658
1990-03-01 9.9210391309
1990-04-01 9.8901463564
1990-05-01 9.8962266697
1990-06-01 10.0166745452
1990-07-01 9.9289733262
1990-08-01 9.9390114709
1990-09-01 9.9643598497
1990-10-01 9.9070119555
1990-11-01 9.9418765317
1990-12-01 9.9869502915
1991-01-01 9.6205370680
1991-02-01 9.4733435187
1991-03-01 9.2216561534
1991-04-01 9.3843497816
1991-05-01 9.6032230368
1991-06-01 9.6238947371
1991-07-01 9.5340416448
1991-08-01 9.5534014907
1991-09-01 9.6677217290
1991-10-01 9.4089642685
1991-11-01 9.5452970817
1991-12-01 9.5840610801
1992-01-01 9.6053129482
1992-02-01 9.6371929679
1992-03-01 9.8213829536
1992-04-01 9.8780523264
1992-05-01 9.9176208175
1992-06-01 9.7390068357
1992-07-01 9.7406449210
1992-08-01 9.7762780192
1992-09-01 9.6749554864
1992-10-01 9.7088450877
1992-11-01 9.6514662764
1992-12-01 9.5788044605
1993-01-01 9.7869089088
1993-02-01 9.7920370286
1993-03-01 9.6126748192
1993-04-01 9.6696701330
1993-05-01 9.6354173832
1993-06-01 9.6599691249
1993-07-01 9.7517565228
1993-08-01 9.7050778809
1993-09-01 9.6847008769
1993-10-01 9.7102378047
1993-11-01 9.5516207054
1993-12-01 9.4695386672
1994-01-01 9.3641469235
1994-02-01 9.3481558745
1994-03-01 9.3021762871
1994-04-01 9.2655221683
1994-05-01 9.1579296602
1994-06-01 9.0821428278
1994-07-01 8.9577509120
1994-08-01 8.9291475407
1994-09-01 8.9985722334
1994-10-01 8.9074797951
1994-11-01 8.9468004504
1994-12-01 8.9564647475
1995-01-01 8.9531413105
1995-02-01 8.9232872452
1995-03-01 8.7825217931
1995-04-01 8.6651926351
1995-05-01 8.6747313743
1995-06-01 8.8020424849
1995-07-01 8.7630286568
1995-08-01 8.7469786491
1995-09-01 8.6063872744
1995-10-01 8.8096119077
1995-11-01 8.8292606195
1995-12-01 8.8365027886
1996-01-01 9.0543683143
1996-02-01 9.0212618140
1996-03-01 8.9683219346
1996-04-01 8.9694296901
1996-05-01 8.9832362506
1996-06-01 9.0203403228
1996-07-01 9.0633830496
1996-08-01 8.9490515864
1996-09-01 9.1125558694
1996-10-01 9.0035375732
1996-11-01 9.2118167537
1996-12-01 9.2182555816
1997-01-01 9.2699067220
1997-02-01 9.2353308727
1997-03-01 9.3610911882
1997-04-01 9.3710177230
1997-05-01 9.3819464458
1997-06-01 9.3332746494
1997-07-01 9.3646155914
1997-08-01 9.4464564967
1997-09-01 9.3125450995
1997-10-01 9.3901495608
1997-11-01 9.3975941493
1997-12-01 9.5043552120
1998-01-01 9.5878734458
1998-02-01 9.6503447603
1998-03-01 9.7719710676
1998-04-01 9.7708528647
1998-05-01 9.8796595227
1998-06-01 9.9392892665
1998-07-01 10.0673793024
1998-08-01 10.0338089545
1998-09-01 10.1128675333
1998-10-01 10.0632506715
1998-11-01 10.1928992462
1998-12-01 10.2011624475
1999-01-01 10.1034646246
1999-02-01 10.1579393643
1999-03-01 10.0948433322
1999-04-01 10.3722472452
1999-05-01 10.4776495336
1999-06-01 10.4328873049
1999-07-01 10.5684218260
1999-08-01 10.7332139232
1999-09-01 10.8030161113
1999-10-01 10.9487457906
1999-11-01 10.9895421613
1999-12-01 11.2042579770
2000-01-01 11.1044679902
2000-02-01 11.1522179743
2000-03-01 11.2179607129
2000-04-01 11.2812734031
2000-05-01 11.2777345377
2000-06-01 11.4252310361
2000-07-01 11.3689944359
2000-08-01 11.4347831145
2000-09-01 11.5970031908
2000-10-01 11.7403242719
2000-11-01 11.7955919919
2000-12-01 11.9157570087
2001-01-01 11.9865824738
2001-02-01 12.1329963861
2001-03-01 12.1335804148
2001-04-01 12.1957093490
2001-05-01 12.1808585466
2001-06-01 12.2094729844
2001-07-01 12.1690044486
2001-08-01 12.2489882994
2001-09-01 12.0949178034
2001-10-01 11.5506089440
2001-11-01 10.8030439415
2001-12-01 10.4220741118
2002-01-01 10.1561088277
2002-02-01 10.1136013198
2002-03-01 10.2367907438
2002-04-01 10.4068521970
2002-05-01 10.4808138886
2002-06-01 10.5011204707
2002-07-01 10.5718421251
2002-08-01 10.4554201225
2002-09-01 10.5045761190
2002-10-01 10.3731009794
2002-11-01 10.4146196934
2002-12-01 10.3220222758
2003-01-01 10.3197296810
2003-02-01 10.1970103123
2003-03-01 10.1311744928
2003-04-01 9.7132976260
2003-05-01 9.5848772757
2003-06-01 9.3917364257
2003-07-01 9.3719232368
2003-08-01 9.2697338032
2003-09-01 9.4154625819
2003-10-01 9.2032223772
2003-11-01 9.1178330761
2003-12-01 9.0192547392
2004-01-01 9.1840545493
2004-02-01 9.1861940230
2004-03-01 9.3215994283
2004-04-01 9.0111177692
2004-05-01 8.9916691902
2004-06-01 8.9908059238
2004-07-01 8.8772390515
2004-08-01 8.8776593479
2004-09-01 8.8245744123
2004-10-01 8.8214824067
2004-11-01 8.8262443380
2004-12-01 8.8169401899
2005-01-01 8.6562965256
2005-02-01 8.5797751742
2005-03-01 8.6142257769
2005-04-01 8.6978799974
2005-05-01 8.7023766952
2005-06-01 8.5877116142
2005-07-01 8.4878302352
2005-08-01 8.3866793470
2005-09-01 8.0319160898
2005-10-01 8.0236130523
2005-11-01 8.0312513612
2005-12-01 8.0203603343
2006-01-01 7.9406855546
2006-02-01 7.8806292796
2006-03-01 7.8133552412
2006-04-01 7.6761758202
2006-05-01 7.6004236693
2006-06-01 7.6859630103
2006-07-01 7.7052823494
2006-08-01 7.6859124581
2006-09-01 7.7376697191
2006-10-01 7.8223958199
2006-11-01 7.8413401349
2006-12-01 7.7296392036
2007-01-01 7.8381202782
2007-02-01 7.7817694946
2007-03-01 7.7110415525
2007-04-01 7.7491362008
2007-05-01 7.6865853797
2007-06-01 7.5807042004
2007-07-01 7.9185552221
2007-08-01 7.7959795008
2007-09-01 7.8445337118
2007-10-01 7.8216582976
2007-11-01 7.7488041687
2007-12-01 7.8528130376
2008-01-01 7.8374711269
2008-02-01 7.8777589276
2008-03-01 7.9048539794
2008-04-01 7.9205750635
2008-05-01 7.8641951976
2008-06-01 7.7731681251
2008-07-01 7.8291025304
2008-08-01 7.8083838119
2008-09-01 7.7572811996
2008-10-01 7.8303007016
2008-11-01 7.6594826702
2008-12-01 7.6757337960
2009-01-01 7.2406753385
2009-02-01 7.2671216862
2009-03-01 7.1879567450
2009-04-01 7.0947479135
2009-05-01 7.1377181932
2009-06-01 7.0655588425
2009-07-01 6.9371674435
2009-08-01 7.0266095484
2009-09-01 6.9804320774
2009-10-01 6.9404967358
2009-11-01 6.9606953082
2009-12-01 6.9949179860
2010-01-01 6.9445736103
2010-02-01 6.9588142152
2010-03-01 6.9739626092
2010-04-01 6.9697239781
2010-05-01 7.0131667258
2010-06-01 6.9547980795
2010-07-01 6.6430246197
2010-08-01 6.6443048014
2010-09-01 6.7074111086
2010-10-01 6.6538928339
2010-11-01 6.6578328247
2010-12-01 6.7037461712
2011-01-01 6.8482836874
2011-02-01 6.9521185006
2011-03-01 6.9591793602
2011-04-01 7.0552108043
2011-05-01 6.9973744236
2011-06-01 7.1465995013
2011-07-01 7.2420441054
2011-08-01 7.2687246370
2011-09-01 7.2287684429
2011-10-01 7.2500979151
2011-11-01 7.3520456180
2011-12-01 7.3088677857
2012-01-01 7.3486033222
2012-02-01 7.4516166831
2012-03-01 7.3569183795
2012-04-01 7.2457013280
2012-05-01 7.2969615888
2012-06-01 7.2442120671
2012-07-01 7.2331156919
2012-08-01 7.2837348648
2012-09-01 7.2391557327
2012-10-01 7.2373438635
2012-11-01 7.2478659487
2012-12-01 7.2043492782
2013-01-01 7.0536192929
2013-02-01 7.1587788564
2013-03-01 7.1556441733
2013-04-01 7.2521302587
2013-05-01 7.2006881534
2013-06-01 7.2505202305
2013-07-01 7.2191939946
2013-08-01 7.1867536276
2013-09-01 7.2385367359
2013-10-01 7.3163204990
2013-11-01 7.3468376062
2013-12-01 7.3935404905
2014-01-01 7.4674844328
2014-02-01 7.4706153849
2014-03-01 7.4616258221
2014-04-01 7.4633529518
2014-05-01 7.5091981596
2014-06-01 7.4562774867
2014-07-01 7.4002162093
2014-08-01 7.3747837380
2014-09-01 7.4334544205
2014-10-01 7.5010223139
2014-11-01 7.4501307757
2014-12-01 7.4861873464
2015-01-01 7.4862341656
2015-02-01 7.4746120487
2015-03-01 7.5689947046
2015-04-01 7.6832974637
2015-05-01 7.7092856469
2015-06-01 7.7605747474
2015-07-01 7.8784017634
2015-08-01 8.0550685513
2015-09-01 8.0263863562
2015-10-01 7.8933993152
2015-11-01 8.0623329024
2015-12-01 8.0857165766
2016-01-01 8.1071548596
2016-02-01 7.9737746149
2016-03-01 8.1782126132
2016-04-01 8.0929030695
2016-05-01 8.1135366262
2016-06-01 8.1610821774
2016-07-01 8.3492958175
2016-08-01 8.0237049336
2016-09-01 8.1251407057
2016-10-01 8.1007230603
2016-11-01 8.0736018684
2016-12-01 8.0972394385
2017-01-01 8.0309210335
2017-02-01 8.0630456967
2017-03-01 8.0870541695
2017-04-01 8.1058459071
2017-05-01 8.1102179771
2017-06-01 8.1542598818
2017-07-01 8.2195980161
2017-08-01 8.2906968895
2017-09-01 8.3238509096
2017-10-01 8.4119151680
2017-11-01 8.4869301970
2017-12-01 8.5127476583
2018-01-01 8.7524114712
2018-02-01 8.6588788334
2018-03-01 8.6063095090
2018-04-01 8.6134931434
2018-05-01 8.7012241824
2018-06-01 8.6398408516
2018-07-01 8.6917855689
2018-08-01 8.7627302838
2018-09-01 8.8164723818
2018-10-01 8.9215379111
2018-11-01 8.9970999775
2018-12-01 9.1274489022
2019-01-01 9.2717732801
2019-02-01 9.3594287296
2019-03-01 9.5404052473
2019-04-01 9.6202922076
2019-05-01 9.5823574118
2019-06-01 9.7279386020
2019-07-01 9.7703820764
2019-08-01 9.8447449281
2019-09-01 9.7987939097
2019-10-01 9.8157838388
2019-11-01 9.9113023647
2019-12-01 9.9324978233
2020-01-01 9.9846129205
2020-02-01 10.1757276887
2020-03-01 10.1771091007
2020-04-01 8.9231015305
2020-05-01 7.8672249113
2020-06-01 6.8252163308
2020-07-01 6.8562469873
2020-08-01 7.8375777464
2020-09-01 7.6691186252
2020-10-01 7.4032312879
2020-11-01 7.7180375757
2020-12-01 7.5319405072
2021-01-01 7.8904384787
2021-02-01 7.8946078615
2021-03-01 8.0092153211
2021-04-01 8.1231679412
2021-05-01 8.4558912858
2021-06-01 8.6319088907
2021-07-01 8.7581418476
2021-08-01 8.9416266447
2021-09-01 9.1441386626
2021-10-01 9.2829048658
2021-11-01 9.5176792239
2021-12-01 9.7261223257
2022-01-01 9.7790349855
2022-02-01 9.8138974078
2022-03-01 10.0227127519
2022-04-01 10.4243034140
2022-05-01 10.5538856417
2022-06-01 10.4466642444
2022-07-01 10.8778641904
2022-08-01 11.5530001483
2022-09-01 11.6271900184
2022-10-01 11.7690463211
2022-11-01 11.6040664942
2022-12-01 11.7173133608
2023-01-01 11.6610958996
2023-02-01 11.7203131057
2023-03-01 11.7195464266
2023-04-01 11.7233475485
2023-05-01 11.5541401871
2023-06-01 11.7627063523
2023-07-01 11.9113119153
2023-08-01 11.8744203645
2023-09-01 12.0264675607
2023-10-01 12.1589379188
2023-11-01 11.8886775639
2023-12-01 11.8063051083
2024-01-01 11.8374238811
2024-02-01 11.7169158177
2024-03-01 11.6945658629
2024-04-01 11.7230813807
2024-05-01 11.6644210657
2024-06-01 11.5754455583
2024-07-01 11.4443797631
2024-08-01 11.4987022710
2024-09-01 11.4349932228
2024-10-01 11.5602383420
2024-11-01 11.7691018677
2024-12-01 11.6994277511
2025-01-01 11.8172542661
2025-02-01 11.8053837451
2025-03-01 11.8664476942
2025-04-01 11.8216821047
2025-05-01 11.7718199966
2025-06-01 11.8783771972
2025-07-01 11.9738602902
2025-08-01 12.1208301853
2025-09-01 12.1536887809
2025-10-01 12.1641934422
2025-11-01 12.2528609511
2025-12-01 12.4950888857
2026-01-01 12.2991355092
2026-02-01 12.3947271386
2026-03-01 12.4419536740
2026-04-01 12.4241026347
2026-05-01 12.5788981527
2026-06-01 12.6774997909
2026-07-01 12.3922941985
2026-08-01 12.4331064131
2026-09-01 12.5678287148

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