Table Data - All Employees: Trade, Transportation, and Utilities in Flagstaff, AZ (MSA)

Title All Employees: Trade, Transportation, and Utilities in Flagstaff, AZ (MSA)
Series ID FLAG304TRAD
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 10:04 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 6.97121073935793
1990-02-01 6.86406213187484
1990-03-01 7.16449197752857
1990-04-01 6.99856279836125
1990-05-01 6.96413306247169
1990-06-01 6.93760327804552
1990-07-01 6.84312788251659
1990-08-01 6.88695161475687
1990-09-01 6.84795164314355
1990-10-01 6.81413655112023
1990-11-01 6.86707003699733
1990-12-01 6.84005337154553
1991-01-01 7.36335212546712
1991-02-01 7.46675682711714
1991-03-01 7.46175343408484
1991-04-01 7.41176755113191
1991-05-01 7.36899618192012
1991-06-01 7.54145685249661
1991-07-01 7.44625121664321
1991-08-01 7.37636521452894
1991-09-01 7.33549582631167
1991-10-01 7.42439489775010
1991-11-01 7.35858232612344
1991-12-01 7.43247073431620
1992-01-01 7.45429885811292
1992-02-01 7.47640658703982
1992-03-01 7.45748822238118
1992-04-01 7.63013432645671
1992-05-01 7.68734323009499
1992-06-01 7.54879761687544
1992-07-01 7.74528732579191
1992-08-01 7.66377410330217
1992-09-01 7.71282127324612
1992-10-01 7.83004421445239
1992-11-01 7.74461542855411
1992-12-01 7.82530142402334
1993-01-01 7.85145699980811
1993-02-01 7.89235505629860
1993-03-01 7.86026788349802
1993-04-01 7.84144357655307
1993-05-01 7.90239521405558
1993-06-01 7.95885338124425
1993-07-01 7.84358712991522
1993-08-01 7.95633098313737
1993-09-01 7.99078946149212
1993-10-01 7.94102539723264
1993-11-01 8.01788127631853
1993-12-01 7.91131526673293
1994-01-01 8.05370644205922
1994-02-01 8.00532923243924
1994-03-01 8.26002608173287
1994-04-01 8.05974116466758
1994-05-01 8.22591769049529
1994-06-01 8.26067008319030
1994-07-01 8.45037848165257
1994-08-01 8.65385844518959
1994-09-01 8.66786765458290
1994-10-01 8.64313491869850
1994-11-01 8.77696456580915
1994-12-01 9.00658211238276
1995-01-01 8.46666624996842
1995-02-01 8.41095848004475
1995-03-01 8.55663497921013
1995-04-01 8.57745160390389
1995-05-01 8.44167015261067
1995-06-01 8.36039827533854
1995-07-01 8.56636778330513
1995-08-01 8.75892297509975
1995-09-01 8.56215931945734
1995-10-01 8.54059829160049
1995-11-01 8.43034835269593
1995-12-01 8.38755775804031
1996-01-01 8.38461004470600
1996-02-01 8.51527902127811
1996-03-01 8.44704484592952
1996-04-01 8.69421150049588
1996-05-01 8.65990388469980
1996-06-01 8.66214979134947
1996-07-01 8.58045150848990
1996-08-01 8.47126572176005
1996-09-01 8.46738900219425
1996-10-01 8.41635869487625
1996-11-01 8.59033587228213
1996-12-01 8.57074819741084
1997-01-01 8.71345666341868
1997-02-01 8.61610793105261
1997-03-01 8.64490720052118
1997-04-01 8.60093368394199
1997-05-01 8.75509477271982
1997-06-01 8.86883808874523
1997-07-01 8.99320673752826
1997-08-01 9.09018172896568
1997-09-01 9.19085454164991
1997-10-01 9.18910549978559
1997-11-01 9.15918532452670
1997-12-01 9.04113872183396
1998-01-01 9.03366104974601
1998-02-01 9.12306971666615
1998-03-01 9.13814135841064
1998-04-01 8.81222558826501
1998-05-01 8.74797846868841
1998-06-01 8.78176777004445
1998-07-01 8.60241756536166
1998-08-01 8.49927689056384
1998-09-01 8.70919602954910
1998-10-01 8.86592136787578
1998-11-01 8.94485688240817
1998-12-01 9.02450910644426
1999-01-01 9.04632201318148
1999-02-01 9.02442901605223
1999-03-01 9.12256933111297
1999-04-01 9.21690799733172
1999-05-01 9.23961733155097
1999-06-01 9.19987800224389
1999-07-01 9.41324637896349
1999-08-01 9.29862116059944
1999-09-01 9.33173129342474
1999-10-01 9.35744140069532
1999-11-01 9.34853222434870
1999-12-01 9.40178438594469
2000-01-01 9.33866878840163
2000-02-01 9.33058819435368
2000-03-01 9.50052360985644
2000-04-01 9.61206400174423
2000-05-01 9.74145568301137
2000-06-01 9.72329267539357
2000-07-01 9.71413723907284
2000-08-01 9.69517954050891
2000-09-01 9.64975636331653
2000-10-01 9.66303208437864
2000-11-01 9.56661277476810
2000-12-01 9.49612287443095
2001-01-01 9.31930690698465
2001-02-01 9.21789226397484
2001-03-01 9.17965731677388
2001-04-01 8.99390494991671
2001-05-01 9.04066686738979
2001-06-01 9.04561430704927
2001-07-01 9.02164021998499
2001-08-01 9.19583747628394
2001-09-01 9.17323530730769
2001-10-01 8.98896069080795
2001-11-01 9.08108754229528
2001-12-01 9.09140230121818
2002-01-01 9.38365885085652
2002-02-01 9.29572048171637
2002-03-01 9.35041226065104
2002-04-01 9.37876094032504
2002-05-01 9.35037237075358
2002-06-01 9.36871805438638
2002-07-01 9.42841172786850
2002-08-01 9.50222142289280
2002-09-01 9.48531652219352
2002-10-01 9.53249622449282
2002-11-01 9.39706071670334
2002-12-01 9.39785387631942
2003-01-01 9.34193734863354
2003-02-01 9.25136114754329
2003-03-01 9.21435884395588
2003-04-01 9.16177390950099
2003-05-01 9.16182220031030
2003-06-01 9.19532946725017
2003-07-01 9.15082235834928
2003-08-01 9.11548947199275
2003-09-01 9.09221801621295
2003-10-01 9.17435949986679
2003-11-01 9.20629988110155
2003-12-01 9.19904385423148
2004-01-01 9.30235425056720
2004-02-01 9.31133108749458
2004-03-01 9.18145263390929
2004-04-01 9.34232091107527
2004-05-01 9.37805953255327
2004-06-01 9.31334653067438
2004-07-01 9.36680527130732
2004-08-01 9.44232001487505
2004-09-01 9.39506710410699
2004-10-01 9.41619505861168
2004-11-01 9.50530219350482
2004-12-01 9.60278184706917
2005-01-01 9.47675785494473
2005-02-01 9.46546751406421
2005-03-01 9.55141812065228
2005-04-01 9.52968146936849
2005-05-01 9.49098318777691
2005-06-01 9.52849279780293
2005-07-01 9.58465329553222
2005-08-01 9.56600330198061
2005-09-01 9.69774184800831
2005-10-01 9.54611584398207
2005-11-01 9.59117252415421
2005-12-01 9.70614536877878
2006-01-01 9.76391091974099
2006-02-01 9.83315047261645
2006-03-01 9.82359697689144
2006-04-01 9.82597903240290
2006-05-01 9.91176394558008
2006-06-01 9.83692229274444
2006-07-01 9.78967806900018
2006-08-01 9.78415480551064
2006-09-01 9.99795961661519
2006-10-01 10.16899752446900
2006-11-01 9.97497511701097
2006-12-01 10.01351834678230
2007-01-01 10.05389107163140
2007-02-01 10.00193883096820
2007-03-01 10.00397706618070
2007-04-01 10.12988680372710
2007-05-01 10.03267761029810
2007-06-01 10.15138620543380
2007-07-01 10.09636344930270
2007-08-01 9.99049127228261
2007-09-01 9.90043623010280
2007-10-01 10.06929987775670
2007-11-01 10.15644391898480
2007-12-01 10.11363572967580
2008-01-01 10.04490718276420
2008-02-01 10.19232089954910
2008-03-01 10.20018641282090
2008-04-01 10.03422570733230
2008-05-01 10.05218294534460
2008-06-01 10.06324470485190
2008-07-01 9.99564477003097
2008-08-01 9.98978645206647
2008-09-01 9.91491171845214
2008-10-01 9.85430965358289
2008-11-01 9.83648055756757
2008-12-01 9.70993986317632
2009-01-01 9.73545736893869
2009-02-01 9.69153880458260
2009-03-01 9.70800856774558
2009-04-01 9.64441025423796
2009-05-01 9.66092193876739
2009-06-01 9.58019231131469
2009-07-01 9.69454559782182
2009-08-01 9.67890169321018
2009-09-01 9.63325966241591
2009-10-01 9.53050450260713
2009-11-01 9.51786434068162
2009-12-01 9.49801990871667
2010-01-01 9.52843645919821
2010-02-01 9.50932084057420
2010-03-01 9.42595372025648
2010-04-01 9.45204836444127
2010-05-01 9.35964651822330
2010-06-01 9.39306647637841
2010-07-01 9.28547502743623
2010-08-01 9.37168004725844
2010-09-01 9.44849466884943
2010-10-01 9.60777454224221
2010-11-01 9.50829468887260
2010-12-01 9.58707398954880
2011-01-01 9.52086685138355
2011-02-01 9.52428320307435
2011-03-01 9.55160746100667
2011-04-01 9.55698605751499
2011-05-01 9.55168881393780
2011-06-01 9.49816555053699
2011-07-01 9.48009633426949
2011-08-01 9.57207700530821
2011-09-01 9.45884888350680
2011-10-01 9.58840798458514
2011-11-01 9.49597215836926
2011-12-01 9.47589516953714
2012-01-01 9.52137110256420
2012-02-01 9.44276424794091
2012-03-01 9.47635322740104
2012-04-01 9.45154592151437
2012-05-01 9.64327306732044
2012-06-01 9.49690733879854
2012-07-01 9.57536329481456
2012-08-01 9.58003224958123
2012-09-01 9.56544905827936
2012-10-01 9.57819635707926
2012-11-01 9.57813969112800
2012-12-01 9.67423501806750
2013-01-01 9.62783702067975
2013-02-01 9.55038327503299
2013-03-01 9.69213619918824
2013-04-01 9.74342999384226
2013-05-01 9.83425210456787
2013-06-01 9.89293281776303
2013-07-01 9.88238065931481
2013-08-01 9.79327468519007
2013-09-01 9.86391166956652
2013-10-01 9.87855789550223
2013-11-01 9.85227035129082
2013-12-01 9.87841067454635
2014-01-01 9.93529277891697
2014-02-01 9.95575849821311
2014-03-01 9.89698591236080
2014-04-01 9.93019691383823
2014-05-01 9.92384758778018
2014-06-01 9.99226497761066
2014-07-01 10.00037699258680
2014-08-01 10.01676407100280
2014-09-01 9.95516946376217
2014-10-01 9.98202257252209
2014-11-01 10.02692672059790
2014-12-01 9.98640110841170
2015-01-01 9.93298916620596
2015-02-01 9.94978642257762
2015-03-01 10.09287362513760
2015-04-01 10.11542558321090
2015-05-01 9.91795717782452
2015-06-01 9.90197224781391
2015-07-01 10.03376989498780
2015-08-01 10.04758152672690
2015-09-01 10.04728656619040
2015-10-01 9.98140367794568
2015-11-01 9.79504221449934
2015-12-01 9.97973947626763
2016-01-01 9.92644706244213
2016-02-01 9.94539356473912
2016-03-01 9.88212181639837
2016-04-01 9.90003091262173
2016-05-01 9.91633236536853
2016-06-01 9.82486142859496
2016-07-01 9.67540374773794
2016-08-01 9.68238789733329
2016-09-01 9.64581332753674
2016-10-01 9.57052484816528
2016-11-01 9.56915938420363
2016-12-01 9.45821006964505
2017-01-01 9.50651925635506
2017-02-01 9.43489933358570
2017-03-01 9.47255541181757
2017-04-01 9.49347252845085
2017-05-01 9.51654780358478
2017-06-01 9.55919351579093
2017-07-01 9.51828231196666
2017-08-01 9.41605506013254
2017-09-01 9.55162040507701
2017-10-01 9.55450784380943
2017-11-01 9.55232804054548
2017-12-01 9.52248810829899
2018-01-01 9.58028826847219
2018-02-01 9.61917161248246
2018-03-01 9.65992343600255
2018-04-01 9.59343051462764
2018-05-01 9.62653341534324
2018-06-01 9.59218636125163
2018-07-01 9.65159312245492
2018-08-01 9.65275187449385
2018-09-01 9.66035197377693
2018-10-01 9.64221238040002
2018-11-01 9.64817264742138
2018-12-01 9.58268027770941
2019-01-01 9.35369376018328
2019-02-01 9.39049472072597
2019-03-01 9.34047109828871
2019-04-01 9.39686809640564
2019-05-01 9.34228540500436
2019-06-01 9.32575936173970
2019-07-01 9.27996642794799
2019-08-01 9.28425650520503
2019-09-01 9.27259152538766
2019-10-01 9.33359998312829
2019-11-01 9.44932008572944
2019-12-01 9.34279457724843
2020-01-01 9.33407011958873
2020-02-01 9.26341360891797
2020-03-01 9.21830981029698
2020-04-01 7.79587016217613
2020-05-01 7.96084341656195
2020-06-01 8.54700732079902
2020-07-01 8.70038615752530
2020-08-01 8.90972569882169
2020-09-01 8.88606325666979
2020-10-01 9.03375002129206
2020-11-01 9.06121950245126
2020-12-01 9.21577005760709
2021-01-01 9.31762474958219
2021-02-01 9.43502658699184
2021-03-01 9.49116549104457
2021-04-01 9.39015859304908
2021-05-01 9.47278701361336
2021-06-01 9.55974660213192
2021-07-01 9.61845044156991
2021-08-01 9.63232213643794
2021-09-01 9.69628549856237
2021-10-01 9.63781975243738
2021-11-01 9.78269592050282
2021-12-01 9.80487484592552
2022-01-01 9.79977643225157
2022-02-01 9.91109716214332
2022-03-01 9.95940906425076
2022-04-01 9.98333562719592
2022-05-01 9.98265532340320
2022-06-01 9.96192050562843
2022-07-01 9.92729331615728
2022-08-01 9.95397784558633
2022-09-01 10.00309909085110
2022-10-01 10.05091788239240
2022-11-01 10.10810256760220
2022-12-01 10.00387614572770
2023-01-01 9.78239194672164
2023-02-01 9.78440963873428
2023-03-01 9.82793741385743
2023-04-01 9.87603730570619
2023-05-01 9.99136198918207
2023-06-01 9.96810529888909
2023-07-01 9.93356670127516
2023-08-01 9.97249254915380
2023-09-01 9.90663768376388
2023-10-01 9.96035967091796
2023-11-01 9.92706866858397
2023-12-01 9.90411658201200
2024-01-01 9.96538871961138
2024-02-01 9.96533538031244
2024-03-01 10.01110438082640
2024-04-01 9.97151703734638
2024-05-01 9.89663008205336
2024-06-01 9.87120385541414
2024-07-01 9.83479464411327
2024-08-01 9.78341010524512
2024-09-01 9.81181742792047
2024-10-01 9.76912633390124
2024-11-01 9.74167337623423
2024-12-01 9.60550254414239
2025-01-01 9.84865875588405
2025-02-01 9.94757946797883
2025-03-01 9.90243463071427
2025-04-01 9.86924223541948
2025-05-01 9.90246628693839
2025-06-01 9.87833835661337
2025-07-01 9.93491703003397
2025-08-01 9.88872552323660
2025-09-01 9.91394197333700
2025-10-01 9.87296645053942
2025-11-01 9.85128642574605
2025-12-01 9.90752130891289
2026-01-01 9.93559997652578
2026-02-01 9.83506702903530
2026-03-01 9.69747066545475
2026-04-01 9.67192008122016
2026-05-01 9.60716987144209

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