Table Data - All Employees: Professional and Business Services in Flagstaff, AZ (MSA)

Title All Employees: Professional and Business Services in Flagstaff, AZ (MSA)
Series ID FLAG304PBSV
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 10:06 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 1.47308505690061
1990-02-01 1.45241592065931
1990-03-01 1.45729639457438
1990-04-01 1.46760011141422
1990-05-01 1.57971762278644
1990-06-01 1.43487193090013
1990-07-01 1.45405815840670
1990-08-01 1.47116831700386
1990-09-01 1.46669167350282
1990-10-01 1.36483084923685
1990-11-01 1.44065387618922
1990-12-01 1.43317997547236
1991-01-01 1.47647710166230
1991-02-01 1.45285448332331
1991-03-01 1.55836860770424
1991-04-01 1.46988931012659
1991-05-01 1.48254641755700
1991-06-01 1.53323577262331
1991-07-01 1.35175106029551
1991-08-01 1.36816771742463
1991-09-01 1.36561291746752
1991-10-01 1.46523456549522
1991-11-01 1.53975132357687
1991-12-01 1.52785899720910
1992-01-01 1.58264197140367
1992-02-01 1.65417766138327
1992-03-01 1.65854194875117
1992-04-01 1.67595511936415
1992-05-01 1.68597622127437
1992-06-01 1.73192349058537
1992-07-01 1.74823012241233
1992-08-01 1.76367199046922
1992-09-01 1.76316544266849
1992-10-01 1.76431177839160
1992-11-01 1.73878281977114
1992-12-01 1.72309276707789
1993-01-01 1.68844106575903
1993-02-01 1.65521066488576
1993-03-01 1.56067555319084
1993-04-01 1.68443231417473
1993-05-01 1.68885854896171
1993-06-01 1.73148648542911
1993-07-01 1.74386953403375
1993-08-01 1.75642672368779
1993-09-01 1.75850968431119
1993-10-01 1.76241111958266
1993-11-01 1.73860946328633
1993-12-01 1.82201701815299
1994-01-01 1.79234383429283
1994-02-01 1.85851091025426
1994-03-01 1.86793824121843
1994-04-01 1.88920621972124
1994-05-01 1.88950374402103
1994-06-01 1.93277679261760
1994-07-01 1.93613765035592
1994-08-01 1.94692742580415
1994-09-01 1.95595088185964
1994-10-01 1.95936616089774
1994-11-01 2.04308649035303
1994-12-01 2.02177463874692
1995-01-01 1.89428653921669
1995-02-01 1.96250260267371
1995-03-01 1.97779169176322
1995-04-01 1.88967666230842
1995-05-01 1.88705239592258
1995-06-01 1.83552919482493
1995-07-01 1.82955088453777
1995-08-01 1.84072046478158
1995-09-01 1.85446702837157
1995-10-01 1.85121748548196
1995-11-01 1.84123002593037
1995-12-01 1.82724595488206
1996-01-01 1.90015875574786
1996-02-01 1.86777622769190
1996-03-01 1.88543102408524
1996-04-01 1.89181113173157
1996-05-01 1.98701595814604
1996-06-01 1.93412356320280
1996-07-01 1.81969557870698
1996-08-01 1.93899457528006
1996-09-01 1.95380688160781
1996-10-01 1.83535048913442
1996-11-01 1.93306803258953
1996-12-01 1.93704242941291
1997-01-01 2.01274689525216
1997-02-01 2.07862961574914
1997-03-01 1.99393763329139
1997-04-01 2.19464733389396
1997-05-01 2.18696988733645
1997-06-01 2.22635439398935
1997-07-01 2.31140982822901
1997-08-01 2.33854188918065
1997-09-01 2.24854316099044
1997-10-01 2.31603941463250
1997-11-01 2.31723124623370
1997-12-01 2.44788724381706
1998-01-01 2.43248627818954
1998-02-01 2.39676275965076
1998-03-01 2.40077398665866
1998-04-01 2.40214359088457
1998-05-01 2.39095501746108
1998-06-01 2.31365891865551
1998-07-01 2.30076669237279
1998-08-01 2.23458156604474
1998-09-01 2.34308844714454
1998-10-01 2.39572881614857
1998-11-01 2.40164439712689
1998-12-01 2.35191443494989
1999-01-01 2.35773110307986
1999-02-01 2.41960444862391
1999-03-01 2.40847928746588
1999-04-01 2.30624882655869
1999-05-01 2.29107273301056
1999-06-01 2.40263726977976
1999-07-01 2.39881250121319
1999-08-01 2.32767657427619
1999-09-01 2.23366771099258
1999-10-01 2.38379196416069
1999-11-01 2.38305566465166
1999-12-01 2.35797241887459
2000-01-01 2.37746076209944
2000-02-01 2.33863132372378
2000-03-01 2.40786493220253
2000-04-01 2.61521298305070
2000-05-01 2.89271287075226
2000-06-01 2.69390774668723
2000-07-01 2.70007032861741
2000-08-01 2.71718365730880
2000-09-01 2.72591066461644
2000-10-01 2.67706316961606
2000-11-01 2.67360431677691
2000-12-01 2.66345098214001
2001-01-01 2.39013286628701
2001-02-01 2.55833590902401
2001-03-01 2.60527140129573
2001-04-01 2.51251239842280
2001-05-01 2.58738560476003
2001-06-01 2.58806091069340
2001-07-01 2.60608020456714
2001-08-01 2.60072283609659
2001-09-01 2.62083832700790
2001-10-01 2.68949875431013
2001-11-01 2.67637019420407
2001-12-01 2.66956305893218
2002-01-01 2.59267036927260
2002-02-01 2.66874893460243
2002-03-01 2.59614111755832
2002-04-01 2.70662413654755
2002-05-01 2.68137243943064
2002-06-01 2.68150646551031
2002-07-01 2.70877287964410
2002-08-01 2.78505976734607
2002-09-01 2.82568294437654
2002-10-01 2.70621496921858
2002-11-01 2.89053630567074
2002-12-01 2.86776316523183
2003-01-01 2.99794235103948
2003-02-01 2.97402773540619
2003-03-01 3.09004703479104
2003-04-01 2.89624202100394
2003-05-01 2.96820385433664
2003-06-01 2.97357972421238
2003-07-01 3.00749310626107
2003-08-01 3.07110294265166
2003-09-01 3.13244701919552
2003-10-01 3.23393009615382
2003-11-01 3.20471087981459
2003-12-01 3.26878762075999
2004-01-01 3.29645349955716
2004-02-01 3.27325728165200
2004-03-01 3.38244830917129
2004-04-01 3.39827317621228
2004-05-01 3.25786809428198
2004-06-01 3.36273972120063
2004-07-01 3.50017196452209
2004-08-01 3.36125655170839
2004-09-01 3.23737873945172
2004-10-01 3.25398216348794
2004-11-01 3.31435948148822
2004-12-01 3.36939434509782
2005-01-01 3.40179416525186
2005-02-01 3.47842203924654
2005-03-01 3.48148997293654
2005-04-01 3.49731730490872
2005-05-01 3.44518950074808
2005-06-01 3.45316245894232
2005-07-01 3.39141158825713
2005-08-01 3.35234040588803
2005-09-01 3.33753207951679
2005-10-01 3.37618978869888
2005-11-01 3.31964291916292
2005-12-01 3.37255820662308
2006-01-01 3.30041834708063
2006-02-01 3.37980609425620
2006-03-01 3.38320528335658
2006-04-01 3.39886064839096
2006-05-01 3.53658894724258
2006-06-01 3.55185500576322
2006-07-01 3.58647350640130
2006-08-01 3.55056909251535
2006-09-01 3.53728086993395
2006-10-01 3.48233976672594
2006-11-01 3.51953268765511
2006-12-01 3.47223553128320
2007-01-01 3.49984712509551
2007-02-01 3.37601636408810
2007-03-01 3.29060509778757
2007-04-01 3.29660362594299
2007-05-01 3.33225827821990
2007-06-01 3.36159650797704
2007-07-01 3.38414926597666
2007-08-01 3.45313333990823
2007-09-01 3.43660041188839
2007-10-01 3.38640689455848
2007-11-01 3.41679435311895
2007-12-01 3.27349932294792
2008-01-01 3.28632232329251
2008-02-01 3.26120678136623
2008-03-01 3.29510968826330
2008-04-01 3.29596645231537
2008-05-01 3.23410366325304
2008-06-01 3.18110490614909
2008-07-01 3.09020598958028
2008-08-01 3.06383736647628
2008-09-01 3.03808338877752
2008-10-01 2.98143429110198
2008-11-01 2.91294798458392
2008-12-01 2.86762732784887
2009-01-01 2.87107730328232
2009-02-01 2.84498041761301
2009-03-01 2.79406550959714
2009-04-01 2.78920877623152
2009-05-01 2.73934518002064
2009-06-01 2.70436991398125
2009-07-01 2.70368607021192
2009-08-01 2.67872315547848
2009-09-01 2.64197740590753
2009-10-01 2.67812511613483
2009-11-01 2.51038624205013
2009-12-01 2.65629681634013
2010-01-01 2.65753790430690
2010-02-01 2.72149555923568
2010-03-01 2.58924020043786
2010-04-01 2.58126811354769
2010-05-01 2.54527833831087
2010-06-01 2.52521296380873
2010-07-01 2.62064802951364
2010-08-01 2.59888854917383
2010-09-01 2.64913241336711
2010-10-01 2.57337114028083
2010-11-01 2.40686499862136
2010-12-01 2.53940617098199
2011-01-01 2.54989983373365
2011-02-01 2.60253305659706
2011-03-01 2.58264359197225
2011-04-01 2.57548046096295
2011-05-01 2.65124541712665
2011-06-01 2.63610100912006
2011-07-01 2.63623913666488
2011-08-01 2.61626756648037
2011-09-01 2.55043239490744
2011-10-01 2.67388923258882
2011-11-01 2.70502440689128
2011-12-01 2.72907605474584
2012-01-01 2.74548021446141
2012-02-01 2.68746028662776
2012-03-01 2.67715501597662
2012-04-01 2.67527586409469
2012-05-01 2.65228445660342
2012-06-01 2.64105525006980
2012-07-01 2.64936647205827
2012-08-01 2.72404449258124
2012-09-01 2.74771763240739
2012-10-01 2.77290574666091
2012-11-01 2.80296287273398
2012-12-01 2.82145405372955
2013-01-01 2.75002842324911
2013-02-01 2.78731996203325
2013-03-01 2.77782741102736
2013-04-01 2.77227299708410
2013-05-01 2.75485999562508
2013-06-01 2.73804845400805
2013-07-01 2.75790279199183
2013-08-01 2.71689887016324
2013-09-01 2.73916887784137
2013-10-01 2.76639406795280
2013-11-01 2.80263137264752
2013-12-01 2.82312774238591
2014-01-01 2.86577476995486
2014-02-01 2.89483029153713
2014-03-01 2.98865555168317
2014-04-01 2.97225114769298
2014-05-01 2.95233372794087
2014-06-01 3.02817092121507
2014-07-01 2.95469789685295
2014-08-01 2.90030866460127
2014-09-01 3.03463833677442
2014-10-01 2.95330984397351
2014-11-01 3.00385074136378
2014-12-01 3.02898634011089
2015-01-01 3.18278003237419
2015-02-01 3.21465091626462
2015-03-01 3.20360020419197
2015-04-01 3.17625543664227
2015-05-01 3.25264331056403
2015-06-01 3.11116336938060
2015-07-01 3.14333535456565
2015-08-01 3.17922555053667
2015-09-01 3.12657514310440
2015-10-01 3.24040838526064
2015-11-01 3.10277762894743
2015-12-01 3.14208294416410
2016-01-01 3.00189897551587
2016-02-01 3.03412585404008
2016-03-01 3.02259572968549
2016-04-01 3.08466909835517
2016-05-01 3.04289414962542
2016-06-01 3.09644965684105
2016-07-01 3.12707043226429
2016-08-01 3.16176556495663
2016-09-01 3.12523568493841
2016-10-01 3.13039782447973
2016-11-01 3.09801346443136
2016-12-01 3.05092282109955
2017-01-01 3.01459372991531
2017-02-01 3.05817511207762
2017-03-01 3.03797985074705
2017-04-01 3.09033678896795
2017-05-01 3.13551447592097
2017-06-01 3.18270656080569
2017-07-01 3.31089158782631
2017-08-01 3.15307998014121
2017-09-01 3.12395277840053
2017-10-01 3.22993915521382
2017-11-01 3.08741757885567
2017-12-01 3.16263133993684
2018-01-01 3.22274142184939
2018-02-01 3.17238422762677
2018-03-01 3.24618847164083
2018-04-01 3.19102187748309
2018-05-01 3.22862933342526
2018-06-01 3.27770361602091
2018-07-01 3.29408775111285
2018-08-01 3.35226315475537
2018-09-01 3.42632665940711
2018-10-01 3.43670038739789
2018-11-01 3.48133957395923
2018-12-01 3.47693573512195
2019-01-01 3.41814582574002
2019-02-01 3.48409558766846
2019-03-01 3.43577831709464
2019-04-01 3.48578897994042
2019-05-01 3.52823954906356
2019-06-01 3.47812443646428
2019-07-01 3.48464520329183
2019-08-01 3.46025381074632
2019-09-01 3.42117964199497
2019-10-01 3.44927318357048
2019-11-01 3.48237492533573
2019-12-01 3.48902138432012
2020-01-01 3.51144623049087
2020-02-01 3.48688249122111
2020-03-01 3.52191900194716
2020-04-01 2.87363579052502
2020-05-01 3.02710450892508
2020-06-01 3.08858680982281
2020-07-01 3.07723520903635
2020-08-01 3.06485692025874
2020-09-01 3.01661774248455
2020-10-01 3.16385321597078
2020-11-01 3.29505998048936
2020-12-01 3.29471500416078
2021-01-01 3.39970231865940
2021-02-01 3.48976494319574
2021-03-01 3.50610228935240
2021-04-01 3.56326445527264
2021-05-01 3.52566755159659
2021-06-01 3.59795687438329
2021-07-01 3.77152145354395
2021-08-01 3.86843121889750
2021-09-01 3.91384507068394
2021-10-01 3.97530812787871
2021-11-01 4.01316124511428
2021-12-01 3.99460368940459
2022-01-01 4.09157502573553
2022-02-01 4.08670106295099
2022-03-01 4.19556555214447
2022-04-01 4.15580128222277
2022-05-01 4.11994174766200
2022-06-01 4.10887722359342
2022-07-01 4.06424419562258
2022-08-01 4.07219538398772
2022-09-01 4.11784280569073
2022-10-01 4.18359276738606
2022-11-01 4.03271082177844
2022-12-01 4.09111467935756
2023-01-01 3.97858782876365
2023-02-01 3.98254697449983
2023-03-01 3.98024499647833
2023-04-01 4.05922736462513
2023-05-01 4.01203931694392
2023-06-01 4.21651135576105
2023-07-01 4.06493911382022
2023-08-01 4.08098906031955
2023-09-01 4.12569299982771
2023-10-01 3.98502654563388
2023-11-01 4.04504338353849
2023-12-01 3.97942312173507
2024-01-01 4.17295099046623
2024-02-01 4.17357441133280
2024-03-01 4.17331254936799
2024-04-01 4.16310600583940
2024-05-01 4.30379456603700
2024-06-01 4.32274377805115
2024-07-01 4.36538466205706
2024-08-01 4.39049179167955
2024-09-01 4.33731311245159
2024-10-01 4.38818910028954
2024-11-01 4.34954420277237
2024-12-01 4.36983072481608
2025-01-01 4.36398618388266
2025-02-01 4.36300468312482
2025-03-01 4.36789915517938
2025-04-01 4.37305044649020
2025-05-01 4.39733771648898
2025-06-01 4.32395145968460
2025-07-01 4.36859621733798
2025-08-01 4.29936867633930
2025-09-01 4.34969407882469
2025-10-01 4.38843376267225
2025-11-01 4.44808601857186
2025-12-01 4.46349808867843
2026-01-01 4.45875597914238
2026-02-01 4.45226639763053
2026-03-01 4.46597175241943
2026-04-01 4.37877011253357
2026-05-01 4.29590620868168

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