Table Data - All Employees: Other Services in Flagstaff, AZ (MSA)

Title All Employees: Other Services in Flagstaff, AZ (MSA)
Series ID FLAG304SRVO
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 2026-04-01
Last Updated 2026-05-26 3:01 PM 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 1.35031388360734
1990-02-01 1.34760237172022
1990-03-01 1.33791538106887
1990-04-01 1.28121489621409
1990-05-01 1.25938751876267
1990-06-01 1.24836139916520
1990-07-01 1.16676502675372
1990-08-01 1.27214827961045
1990-09-01 1.19670291293090
1990-10-01 1.19281582801036
1990-11-01 1.21315840243334
1990-12-01 1.22954180872729
1991-01-01 1.25180705389722
1991-02-01 1.24853164665168
1991-03-01 1.23949150968882
1991-04-01 1.28923389048382
1991-05-01 1.25796689607181
1991-06-01 1.24783100306919
1991-07-01 1.16333350039863
1991-08-01 1.16713084564705
1991-09-01 1.19459507106537
1991-10-01 1.19047367278407
1991-11-01 1.21310944027562
1991-12-01 1.22769744844736
1992-01-01 1.25685733080697
1992-02-01 1.25296557508459
1992-03-01 1.34095366339654
1992-04-01 1.29895577605790
1992-05-01 1.15867103115631
1992-06-01 1.14525109353702
1992-07-01 1.35838137018983
1992-08-01 1.26269716686145
1992-09-01 1.28742751722262
1992-10-01 1.28526791483682
1992-11-01 1.31559350100977
1992-12-01 1.22799612762995
1993-01-01 1.16071384672177
1993-02-01 1.15672280841533
1993-03-01 1.14138069095545
1993-04-01 1.11095909253911
1993-05-01 1.16338194149956
1993-06-01 1.14339177035448
1993-07-01 1.15148730706336
1993-08-01 1.15552203814297
1993-09-01 1.17953202410934
1993-10-01 1.17934360825292
1993-11-01 1.11913939899954
1993-12-01 1.12962628159389
1994-01-01 1.16651232271296
1994-02-01 1.16118997663578
1994-03-01 1.13924348208552
1994-04-01 1.11923487535185
1994-05-01 1.16860714863289
1994-06-01 1.14241827028612
1994-07-01 1.14683846329657
1994-08-01 1.15050440623131
1994-09-01 1.06931972941839
1994-10-01 1.07180364252424
1994-11-01 1.12897893490417
1994-12-01 1.13556859020358
1995-01-01 1.06601625181574
1995-02-01 1.06076036721424
1995-03-01 1.13658121327479
1995-04-01 1.12540360132109
1995-05-01 1.07160683590693
1995-06-01 1.14378762537859
1995-07-01 1.14424555416411
1995-08-01 1.14550496224112
1995-09-01 1.16481762366829
1995-10-01 1.06803115380232
1995-11-01 1.13732954176302
1995-12-01 1.14016411509598
1996-01-01 1.16469050232642
1996-02-01 1.16000866941556
1996-03-01 1.13417303465688
1996-04-01 1.12110518537378
1996-05-01 1.07192689466670
1996-06-01 1.14556662023673
1996-07-01 1.14680024677508
1996-08-01 1.14846884634426
1996-09-01 1.16309128399514
1996-10-01 1.16338800387656
1996-11-01 1.14495983629628
1996-12-01 1.14536932193172
1997-01-01 1.15822568579494
1997-02-01 1.15569582911044
1997-03-01 1.23518744785625
1997-04-01 1.21739457113613
1997-05-01 1.16752386262276
1997-06-01 1.14726309636860
1997-07-01 1.14919093689598
1997-08-01 1.15177998845942
1997-09-01 1.16790399698878
1997-10-01 1.16324492881419
1997-11-01 1.14688400655077
1997-12-01 1.14793823995962
1998-01-01 1.15458198663191
1998-02-01 1.15427711490878
1998-03-01 1.13268316787668
1998-04-01 1.11046580452307
1998-05-01 1.16328043947212
1998-06-01 1.15260257744380
1998-07-01 1.14872786824256
1998-08-01 1.15246696363179
1998-09-01 1.17424176104561
1998-10-01 1.16671537152661
1998-11-01 1.14735507779733
1998-12-01 1.15241319415262
1999-01-01 1.14997811559276
1999-02-01 1.15329114884102
1999-03-01 1.12875231932930
1999-04-01 1.21064971121744
1999-05-01 1.15574633810070
1999-06-01 1.15459633283100
1999-07-01 1.14356129705973
1999-08-01 1.15144696032397
1999-09-01 1.18450344798022
1999-10-01 1.27776424528216
1999-11-01 1.24231826581895
1999-12-01 1.25036705317794
2000-01-01 1.25118948280326
2000-02-01 1.25655047610142
2000-03-01 1.22420565239073
2000-04-01 1.20442687556642
2000-05-01 1.25498864734761
2000-06-01 1.25901921090694
2000-07-01 1.23658529921219
2000-08-01 1.25051941480632
2000-09-01 1.19022461464235
2000-10-01 1.18668497207127
2000-11-01 1.23320174357665
2000-12-01 1.35093292312314
2001-01-01 1.55475963793111
2001-02-01 1.56090842210068
2001-03-01 1.61995231674669
2001-04-01 1.60269124407122
2001-05-01 1.55704652237965
2001-06-01 1.55908791010693
2001-07-01 1.62717003341660
2001-08-01 1.65243851596306
2001-09-01 1.69328190246998
2001-10-01 1.59514439051780
2001-11-01 1.52347583534012
2001-12-01 1.54823646934637
2002-01-01 1.65906150810855
2002-02-01 1.66600804251794
2002-03-01 1.71798697588186
2002-04-01 1.69517087358312
2002-05-01 1.76629400873636
2002-06-01 1.76664713400886
2002-07-01 1.71941966662938
2002-08-01 1.65186553125108
2002-09-01 1.68667097379831
2002-10-01 1.70026133253328
2002-11-01 1.71584396218904
2002-12-01 1.74748361962653
2003-01-01 1.66546855465616
2003-02-01 1.66562450771366
2003-03-01 1.61632038829418
2003-04-01 1.69404692210139
2003-05-01 1.67467907938950
2003-06-01 1.67185433880109
2003-07-01 1.61550327857982
2003-08-01 1.75462546168479
2003-09-01 1.77805197556583
2003-10-01 1.79997163671148
2003-11-01 1.81346839670736
2003-12-01 1.74102266407466
2004-01-01 1.77451833092857
2004-02-01 1.75913523065967
2004-03-01 1.81879504562941
2004-04-01 1.79006247291724
2004-05-01 1.78332301553017
2004-06-01 1.87980807197450
2004-07-01 1.81883573986955
2004-08-01 1.75445175937945
2004-09-01 1.76778654494690
2004-10-01 1.79553739529086
2004-11-01 1.81467068232441
2004-12-01 1.83775372368190
2005-01-01 1.88456438479372
2005-02-01 1.85013593282161
2005-03-01 1.81549185387240
2005-04-01 1.89055462967911
2005-05-01 1.88831400998149
2005-06-01 1.88172323959637
2005-07-01 1.92608286236926
2005-08-01 1.95574714005588
2005-09-01 1.96313293873974
2005-10-01 1.88888990905740
2005-11-01 1.92064655022618
2005-12-01 1.93214688192373
2006-01-01 1.89169847303314
2006-02-01 1.94518992438378
2006-03-01 1.91170743217927
2006-04-01 1.88838871504671
2006-05-01 1.89034836968665
2006-06-01 1.88419629363209
2006-07-01 1.93597588003710
2006-08-01 1.95164407175755
2006-09-01 1.95569554108674
2006-10-01 1.98560769538319
2006-11-01 1.92924845494170
2006-12-01 1.93027239470674
2007-01-01 1.89819438660892
2007-02-01 1.94611704732616
2007-03-01 1.90482241244285
2007-04-01 1.88719504911853
2007-05-01 1.88709612939220
2007-06-01 1.98103229288717
2007-07-01 1.84595202742301
2007-08-01 1.85157442176369
2007-09-01 1.85172917453457
2007-10-01 1.87834311215915
2007-11-01 1.93680473497716
2007-12-01 1.92723589979417
2008-01-01 2.10228468144295
2008-02-01 2.05545731051562
2008-03-01 2.10328985602495
2008-04-01 2.08401013872846
2008-05-01 2.08112986646090
2008-06-01 2.07607781182652
2008-07-01 2.05417799572349
2008-08-01 2.04987441023442
2008-09-01 2.04711262553052
2008-10-01 2.07603447491210
2008-11-01 2.03889491475197
2008-12-01 2.02668356588286
2009-01-01 2.00391916547988
2009-02-01 1.97012362063536
2009-03-01 1.90014573241333
2009-04-01 1.98206467927475
2009-05-01 1.97691602627094
2009-06-01 1.97010425902624
2009-07-01 1.95795448013863
2009-08-01 1.95094315751288
2009-09-01 1.94527478122960
2009-10-01 1.87316788564671
2009-11-01 1.83739391482362
2009-12-01 1.82493987917620
2010-01-01 1.80172635943162
2010-02-01 1.78568465872032
2010-03-01 1.70052766388654
2010-04-01 1.78221272282889
2010-05-01 1.77630290986463
2010-06-01 1.76324936102460
2010-07-01 1.76041949705508
2010-08-01 1.74829279996032
2010-09-01 1.74107753968646
2010-10-01 1.78026880418995
2010-11-01 1.73481035573092
2010-12-01 1.72303384021800
2011-01-01 1.79629781722811
2011-02-01 1.69029461318048
2011-03-01 1.70167591960651
2011-04-01 1.68626351484002
2011-05-01 1.68151779192043
2011-06-01 1.65705580098188
2011-07-01 1.66083343898181
2011-08-01 1.64731333114871
2011-09-01 1.64195080813136
2011-10-01 1.58519155756613
2011-11-01 1.63146934034000
2011-12-01 1.62356750917773
2012-01-01 1.58922589919527
2012-02-01 1.58246806584492
2012-03-01 1.60323649824540
2012-04-01 1.59339074126484
2012-05-01 1.58916832658574
2012-06-01 1.54766454570516
2012-07-01 1.56496975142721
2012-08-01 1.54910061626932
2012-09-01 1.54847063953940
2012-10-01 1.59123880720893
2012-11-01 1.52505595772880
2012-12-01 1.52558913690550
2013-01-01 1.47799384590357
2013-02-01 1.46598266120831
2013-03-01 1.50558095125312
2013-04-01 1.50180314865974
2013-05-01 1.49897689569531
2013-06-01 1.54090639794414
2013-07-01 1.46775062851951
2013-08-01 1.55341644351576
2013-09-01 1.55697170669036
2013-10-01 1.49408261404602
2013-11-01 1.51968033444629
2013-12-01 1.52795840794413
2014-01-01 1.56626547948201
2014-02-01 1.54847987153231
2014-03-01 1.50858544842948
2014-04-01 1.50855893155814
2014-05-01 1.50677398377127
2014-06-01 1.53821247960518
2014-07-01 1.57150174271951
2014-08-01 1.55552698757661
2014-09-01 1.56435024449271
2014-10-01 1.59626022607676
2014-11-01 1.61322379457384
2014-12-01 1.63255572130146
2015-01-01 1.65391752682382
2015-02-01 1.73489835092815
2015-03-01 1.71562427933531
2015-04-01 1.71013936423007
2015-05-01 1.80977403290457
2015-06-01 1.74258809851385
2015-07-01 1.67079994439234
2015-08-01 1.65829603823832
2015-09-01 1.67076131251773
2015-10-01 1.79590301812768
2015-11-01 1.80824932698166
2015-12-01 1.73556838613893
2016-01-01 1.74503644992884
2016-02-01 1.72777632982651
2016-03-01 1.72351064689579
2016-04-01 1.70586495632122
2016-05-01 1.70604319398061
2016-06-01 1.75056205370273
2016-07-01 1.77315292655329
2016-08-01 1.76243863006239
2016-09-01 1.77730763978425
2016-10-01 1.69311112212530
2016-11-01 1.70109039710956
2016-12-01 1.73474386278849
2017-01-01 1.73703400544137
2017-02-01 1.72599944429564
2017-03-01 1.73461899829051
2017-04-01 1.59978670176089
2017-05-01 1.70091824981336
2017-06-01 1.66114606328577
2017-07-01 1.77428758206772
2017-08-01 1.76933397852759
2017-09-01 1.67721465240925
2017-10-01 1.68925957831422
2017-11-01 1.69543217650772
2017-12-01 1.63105099421436
2018-01-01 1.63273407652141
2018-02-01 1.62827266434052
2018-03-01 1.64364989727304
2018-04-01 1.69344783056521
2018-05-01 1.69448803220695
2018-06-01 1.67060314535525
2018-07-01 1.67869644399818
2018-08-01 1.67569903140550
2018-09-01 1.67692612393200
2018-10-01 1.68527261228171
2018-11-01 1.68920479341787
2018-12-01 1.72654166369604
2019-01-01 1.72760009725413
2019-02-01 1.72931748243606
2019-03-01 1.75101125264112
2019-04-01 1.79218402415016
2019-05-01 1.79336165453326
2019-06-01 1.87413103861588
2019-07-01 1.77931673259565
2019-08-01 1.78669141716353
2019-09-01 1.77578823625442
2019-10-01 1.78075235696275
2019-11-01 1.78518497357889
2019-12-01 1.82075900137486
2020-01-01 1.82431152497062
2020-02-01 1.82854171333299
2020-03-01 1.75254737769684
2020-04-01 1.29697641112594
2020-05-01 1.29498151660699
2020-06-01 1.57238310856888
2020-07-01 1.58046712737025
2020-08-01 1.59560790215739
2020-09-01 1.67793641870323
2020-10-01 1.67738075301196
2020-11-01 1.68306942822057
2020-12-01 1.61394628812252
2021-01-01 1.61914077982951
2021-02-01 1.62417425443838
2021-03-01 1.64881877035608
2021-04-01 1.71124276070173
2021-05-01 1.70462018236614
2021-06-01 1.66834210965077
2021-07-01 1.67758674167210
2021-08-01 1.69978911224919
2021-09-01 1.67602125878592
2021-10-01 1.67467581053102
2021-11-01 1.68385243306300
2021-12-01 1.70741307387863
2022-01-01 1.71864308115793
2022-02-01 1.72327522346784
2022-03-01 1.74159389874671
2022-04-01 1.72555913867321
2022-05-01 1.71428500237634
2022-06-01 1.76590535169716
2022-07-01 1.77293070471185
2022-08-01 1.69398913857767
2022-09-01 1.67578686212240
2022-10-01 1.77516139559165
2022-11-01 1.78665028730817
2022-12-01 1.80264251338349
2023-01-01 1.81957076717982
2023-02-01 1.82320536449399
2023-03-01 1.83450503725705
2023-04-01 1.83794811533713
2023-05-01 1.92359453873251
2023-06-01 1.86356896342262
2023-07-01 1.86737818782022
2023-08-01 1.88660652403808
2023-09-01 1.97456926727808
2023-10-01 1.87411570179302
2023-11-01 1.89004565211857
2023-12-01 1.89930975331154
2024-01-01 1.92381354592978
2024-02-01 1.92704648191123
2024-03-01 1.93097118937341
2024-04-01 1.84269298912977
2024-05-01 1.82802075032052
2024-06-01 1.86239733002897
2024-07-01 1.86443664260908
2024-08-01 1.87664690020979
2024-09-01 1.77366281442035
2024-10-01 1.87580323367314
2024-11-01 1.79435508956033
2024-12-01 1.79789954565635
2025-01-01 1.72579379760526
2025-02-01 1.72810192607312
2025-03-01 1.72965985717493
2025-04-01 1.74535577543038
2025-05-01 1.73094362827747
2025-06-01 1.76342814439594
2025-07-01 1.76377303276500
2025-08-01 1.76930818726693
2025-09-01 1.77099606492974
2025-10-01 1.77399375753304
2025-11-01 1.79569547302331
2025-12-01 1.79839438394062
2026-01-01 1.83048765238156
2026-02-01 1.83150128177818
2026-03-01 1.83062695851119
2026-04-01 1.84230101846289

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