Table Data - All Employees: Service-Providing in Flagstaff, AZ (MSA)

Title All Employees: Service-Providing in Flagstaff, AZ (MSA)
Series ID SMU04223800700000001SA
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 2026-04-01
Last Updated 2026-05-26 2:34 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 34.7083065172376
1990-02-01 34.9064185674512
1990-03-01 35.1158228971286
1990-04-01 34.9003038343207
1990-05-01 36.5055982730791
1990-06-01 34.8434216821788
1990-07-01 35.1494822138426
1990-08-01 34.9410891454817
1990-09-01 33.1996555476572
1990-10-01 34.2602340376771
1990-11-01 34.7888327762789
1990-12-01 34.8409001539075
1991-01-01 35.4559219461756
1991-02-01 35.4378439163728
1991-03-01 35.3885541914840
1991-04-01 35.5875532297199
1991-05-01 35.5775994930844
1991-06-01 36.0764936804910
1991-07-01 35.7988656771063
1991-08-01 36.0115203081914
1991-09-01 36.5044967200255
1991-10-01 36.7028632559867
1991-11-01 37.0524262618570
1991-12-01 36.5971066425723
1992-01-01 37.1426516639941
1992-02-01 37.1136221891286
1992-03-01 36.8593098728429
1992-04-01 37.4912905170990
1992-05-01 37.0345115569754
1992-06-01 38.0364907588315
1992-07-01 38.6314389378399
1992-08-01 37.9961768452405
1992-09-01 38.0073208922216
1992-10-01 37.9895001257672
1992-11-01 37.7852984052107
1992-12-01 38.4325234846017
1993-01-01 38.4011335484442
1993-02-01 38.6614991720101
1993-03-01 38.9278896994496
1993-04-01 38.7172188367708
1993-05-01 39.6376801337253
1993-06-01 38.7272832466714
1993-07-01 38.9997213952034
1993-08-01 39.2722224920224
1993-09-01 39.8049630706854
1993-10-01 40.1122543114464
1993-11-01 39.9382664339430
1993-12-01 40.3273291295720
1994-01-01 39.2409421910317
1994-02-01 40.4516485719836
1994-03-01 40.9940913991093
1994-04-01 41.5048095117277
1994-05-01 41.3141339547540
1994-06-01 41.5447191434111
1994-07-01 40.8777033824528
1994-08-01 42.3917871263873
1994-09-01 41.4304721427841
1994-10-01 41.9185242874755
1994-11-01 42.2649990469176
1994-12-01 42.2707585509809
1995-01-01 42.0045168951807
1995-02-01 41.7834201753233
1995-03-01 42.5632536167802
1995-04-01 42.5703647612445
1995-05-01 43.2447711860248
1995-06-01 42.9083772939477
1995-07-01 43.6887747427126
1995-08-01 43.0666916728357
1995-09-01 42.9779247498224
1995-10-01 42.7711497775327
1995-11-01 42.6716178214616
1995-12-01 42.2680280704284
1996-01-01 41.3349271375826
1996-02-01 42.5926363902302
1996-03-01 42.2657270219580
1996-04-01 40.3458154425426
1996-05-01 41.8624087640720
1996-06-01 42.3011831455895
1996-07-01 43.5197863184881
1996-08-01 45.0211490632814
1996-09-01 43.8347404268923
1996-10-01 42.9680839577017
1996-11-01 42.8404060115564
1996-12-01 43.8638821528529
1997-01-01 43.6672741785210
1997-02-01 43.7129458865969
1997-03-01 43.2404415511165
1997-04-01 43.2703717856446
1997-05-01 44.6121867893590
1997-06-01 43.7555497225989
1997-07-01 43.4711518829876
1997-08-01 44.5182572646440
1997-09-01 44.0452363841331
1997-10-01 45.2020514515846
1997-11-01 45.5979294292222
1997-12-01 45.6426215657904
1998-01-01 46.6083439739735
1998-02-01 46.1938357589574
1998-03-01 46.4992378971279
1998-04-01 46.8449190093993
1998-05-01 45.5056827973657
1998-06-01 45.3832366236632
1998-07-01 44.7534594382286
1998-08-01 44.9524966502056
1998-09-01 45.7338961890815
1998-10-01 46.0466413218072
1998-11-01 46.7158167835566
1998-12-01 46.6469824042032
1999-01-01 47.7890805161194
1999-02-01 48.0105604461603
1999-03-01 48.3120201562579
1999-04-01 48.4058270656816
1999-05-01 48.4726257367650
1999-06-01 48.4089883010738
1999-07-01 48.6234586305754
1999-08-01 49.3169325534970
1999-09-01 49.7029365851678
1999-10-01 50.6992503940112
1999-11-01 50.7818673972264
1999-12-01 50.5984860750979
2000-01-01 50.3859404968068
2000-02-01 50.3057389908522
2000-03-01 52.0310513004004
2000-04-01 53.1647695728457
2000-05-01 53.5376084878048
2000-06-01 53.7425763246353
2000-07-01 54.4594143392782
2000-08-01 53.0504303903511
2000-09-01 53.2797357795541
2000-10-01 53.1065466775307
2000-11-01 52.6740395407137
2000-12-01 53.1578530666091
2001-01-01 52.5423781670946
2001-02-01 52.9923905586221
2001-03-01 52.5017582776395
2001-04-01 52.4358711282971
2001-05-01 52.5101770705835
2001-06-01 53.5658309064727
2001-07-01 53.3370247402706
2001-08-01 53.5285435550486
2001-09-01 53.7702678294086
2001-10-01 53.0845614482391
2001-11-01 53.0064654804073
2001-12-01 53.1431825833965
2002-01-01 53.6774133500594
2002-02-01 52.9943900922264
2002-03-01 52.9937954195164
2002-04-01 53.5268357431304
2002-05-01 53.8305152457713
2002-06-01 54.3163553096294
2002-07-01 54.3399408795084
2002-08-01 52.9261485919746
2002-09-01 52.5869595242339
2002-10-01 52.4248414192426
2002-11-01 52.6961517098298
2002-12-01 52.6641113156892
2003-01-01 52.4750243745678
2003-02-01 51.9747829721799
2003-03-01 52.0812735779258
2003-04-01 51.6246974747286
2003-05-01 51.7258901746329
2003-06-01 52.2010449624483
2003-07-01 52.6117477085784
2003-08-01 52.9921922897133
2003-09-01 52.1358733170793
2003-10-01 52.1058951564959
2003-11-01 52.1921463968223
2003-12-01 52.1811754218854
2004-01-01 52.6649957723012
2004-02-01 53.1028703189455
2004-03-01 53.0871395474958
2004-04-01 53.0719836770086
2004-05-01 53.3557915736281
2004-06-01 53.2890836727007
2004-07-01 53.6001589129183
2004-08-01 53.7827686744917
2004-09-01 52.8818148378200
2004-10-01 54.2022150534969
2004-11-01 54.2388089083301
2004-12-01 54.7287489505510
2005-01-01 54.4961617039167
2005-02-01 54.9152821199070
2005-03-01 54.8876525344175
2005-04-01 55.1275963359588
2005-05-01 54.9278185137991
2005-06-01 55.1242944123028
2005-07-01 55.2427530081445
2005-08-01 55.8528107081125
2005-09-01 56.2415607561936
2005-10-01 56.1876017440291
2005-11-01 56.2632300884722
2005-12-01 56.3192348230861
2006-01-01 55.9178424273344
2006-02-01 56.4132865184201
2006-03-01 56.8381317165558
2006-04-01 56.8669292617153
2006-05-01 57.2301690184071
2006-06-01 57.4448599409269
2006-07-01 57.2024452797433
2006-08-01 57.1150695441814
2006-09-01 57.5373095900437
2006-10-01 57.6835937719050
2006-11-01 57.8427885962876
2006-12-01 57.4099839342765
2007-01-01 57.6957332642344
2007-02-01 57.7378391605032
2007-03-01 58.0534709024543
2007-04-01 58.0017432421821
2007-05-01 58.1886399145038
2007-06-01 58.3226905126056
2007-07-01 58.5366544868609
2007-08-01 58.6116201606706
2007-09-01 58.4411674425007
2007-10-01 58.6800624699231
2007-11-01 58.7399616918961
2007-12-01 58.8838765689280
2008-01-01 58.8443925084288
2008-02-01 59.0684049536105
2008-03-01 59.1249033059651
2008-04-01 59.0756559618429
2008-05-01 58.7698997109133
2008-06-01 58.1491200478027
2008-07-01 58.4458448947724
2008-08-01 58.0541416951382
2008-09-01 57.9107486738374
2008-10-01 57.6737679465329
2008-11-01 58.2132866591105
2008-12-01 57.8712249162492
2009-01-01 57.6988217957914
2009-02-01 57.1997072830986
2009-03-01 56.8241880481604
2009-04-01 56.6644349449692
2009-05-01 56.3358678219006
2009-06-01 56.1298234181604
2009-07-01 55.9553419706953
2009-08-01 56.8841768324865
2009-09-01 55.9448922451955
2009-10-01 54.9733288450142
2009-11-01 55.2128200088104
2009-12-01 55.4781778134603
2010-01-01 55.9528364847425
2010-02-01 55.5310033315247
2010-03-01 54.8356779931310
2010-04-01 55.4632371203853
2010-05-01 55.5101583089948
2010-06-01 55.5810251678898
2010-07-01 55.8127890158385
2010-08-01 55.2803081929632
2010-09-01 55.0225313331261
2010-10-01 55.7744266034170
2010-11-01 55.5409998418276
2010-12-01 55.4971189406430
2011-01-01 55.4316195423924
2011-02-01 55.5612002271919
2011-03-01 55.3922836412344
2011-04-01 55.4714472457266
2011-05-01 56.2829382678193
2011-06-01 55.5148486614077
2011-07-01 55.4135568701277
2011-08-01 55.9335137878088
2011-09-01 55.6950311522213
2011-10-01 55.7626104008505
2011-11-01 55.8131263352425
2011-12-01 55.9459968683785
2012-01-01 55.1182119361870
2012-02-01 55.5626600212901
2012-03-01 55.8802394183165
2012-04-01 56.1598324934158
2012-05-01 56.3603616112342
2012-06-01 56.9036785299707
2012-07-01 56.4860094036512
2012-08-01 56.4292766604566
2012-09-01 56.3871229013848
2012-10-01 55.8331965285516
2012-11-01 55.6205876204417
2012-12-01 55.3665617740742
2013-01-01 56.0361780811438
2013-02-01 56.0375786020846
2013-03-01 56.1045250202322
2013-04-01 56.3950691406261
2013-05-01 56.7378868249900
2013-06-01 57.7678868703090
2013-07-01 57.4300671834803
2013-08-01 57.3103020760356
2013-09-01 57.3023071317578
2013-10-01 57.2788968446047
2013-11-01 57.4247780974495
2013-12-01 57.7722838266886
2014-01-01 57.6471310151730
2014-02-01 57.6825291116607
2014-03-01 57.7164138938546
2014-04-01 57.3926908308343
2014-05-01 57.5254412878648
2014-06-01 57.9068298456403
2014-07-01 57.9133005427734
2014-08-01 58.2365774033285
2014-09-01 58.5596227413892
2014-10-01 58.5905620733914
2014-11-01 58.7788186668778
2014-12-01 58.1978799476381
2015-01-01 59.0786009930005
2015-02-01 59.0212440698297
2015-03-01 59.1164927932513
2015-04-01 58.9926899555712
2015-05-01 58.9229892801219
2015-06-01 58.7841672365879
2015-07-01 58.8060347524772
2015-08-01 58.5928743135052
2015-09-01 58.1483399568083
2015-10-01 58.8769810698662
2015-11-01 58.7858852202134
2015-12-01 58.6793823017989
2016-01-01 58.7066010644720
2016-02-01 59.6747883306442
2016-03-01 59.1502528985388
2016-04-01 59.4924337744993
2016-05-01 59.5291576042938
2016-06-01 58.9825967693828
2016-07-01 59.2724484998688
2016-08-01 59.7025941739298
2016-09-01 59.9788774987337
2016-10-01 60.1703749383991
2016-11-01 60.3035709671721
2016-12-01 59.9057797672572
2017-01-01 60.1245653577685
2017-02-01 60.1673947274267
2017-03-01 60.1270805935798
2017-04-01 60.4233294820800
2017-05-01 60.4303633461934
2017-06-01 60.6476408084674
2017-07-01 60.7776759315447
2017-08-01 60.7731272165004
2017-09-01 60.8363773457349
2017-10-01 60.8857742567474
2017-11-01 60.8427762663650
2017-12-01 61.1562389464980
2018-01-01 60.8914422633756
2018-02-01 60.9724087118012
2018-03-01 61.2583023709458
2018-04-01 60.9710876031995
2018-05-01 61.2680835417255
2018-06-01 61.1559568504571
2018-07-01 60.7705768591467
2018-08-01 63.2146734867324
2018-09-01 61.8514471412454
2018-10-01 61.6354908851850
2018-11-01 61.9451972386007
2018-12-01 62.0326623545730
2019-01-01 61.7022271050045
2019-02-01 61.7457212034965
2019-03-01 61.6726721457216
2019-04-01 61.6682482353422
2019-05-01 61.4219586432025
2019-06-01 61.2318488978221
2019-07-01 61.0865859951674
2019-08-01 61.7875538043642
2019-09-01 61.5642037523993
2019-10-01 61.6462321686008
2019-11-01 61.6645740529554
2019-12-01 62.0658007024402
2020-01-01 62.8678207876714
2020-02-01 62.1756851310307
2020-03-01 61.6744151444735
2020-04-01 49.4615349857971
2020-05-01 51.0949410528796
2020-06-01 54.0653122038081
2020-07-01 54.3506736849979
2020-08-01 55.3846607018777
2020-09-01 54.3952505794833
2020-10-01 55.1240589150717
2020-11-01 55.1485736252204
2020-12-01 55.1395218752519
2021-01-01 55.2822265549651
2021-02-01 55.4532239817183
2021-03-01 55.7244890712012
2021-04-01 56.5679367374812
2021-05-01 56.6577702082542
2021-06-01 57.5655179646087
2021-07-01 58.9027493491499
2021-08-01 58.5111565051262
2021-09-01 58.8381418910276
2021-10-01 59.6572023378507
2021-11-01 59.7445014796202
2021-12-01 59.8469949936941
2022-01-01 60.4733342905129
2022-02-01 60.7156423890900
2022-03-01 60.7583479470018
2022-04-01 60.6582325629034
2022-05-01 60.8198342540470
2022-06-01 60.6439442203290
2022-07-01 61.1453104013948
2022-08-01 61.0003429309574
2022-09-01 61.7869876635911
2022-10-01 61.5454261442054
2022-11-01 61.9998813260060
2022-12-01 62.5522682724765
2023-01-01 61.6447128265133
2023-02-01 62.0741121634090
2023-03-01 62.0618175210249
2023-04-01 62.1733011727172
2023-05-01 62.3623805667023
2023-06-01 63.2442170511141
2023-07-01 62.5948620732169
2023-08-01 62.5536689340035
2023-09-01 62.8900415597847
2023-10-01 62.9405113366513
2023-11-01 63.2567066073449
2023-12-01 63.8444897443385
2024-01-01 64.1851120433848
2024-02-01 64.2663902427486
2024-03-01 64.5793911472840
2024-04-01 64.2715040122650
2024-05-01 64.0832201332688
2024-06-01 64.4487234866227
2024-07-01 64.0683042460197
2024-08-01 64.1430526759238
2024-09-01 63.9710602691568
2024-10-01 64.3054818049176
2024-11-01 64.4384162504841
2024-12-01 64.4240650608479
2025-01-01 64.7633356046894
2025-02-01 64.6980327270649
2025-03-01 64.8153720408681
2025-04-01 64.8780068999397
2025-05-01 64.9974883204237
2025-06-01 64.6481065534851
2025-07-01 64.8551281303632
2025-08-01 64.9098528568438
2025-09-01 64.5328222464339
2025-10-01 64.2864431552573
2025-11-01 64.3886422890067
2025-12-01 64.4158692751196
2026-01-01 64.5132560997480
2026-02-01 64.2747384733004
2026-03-01 64.0861184665972
2026-04-01 63.6663182859644

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