Federal Reserve Economic Data

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

Title All Employees: Private Service Providing in Flagstaff, AZ (MSA)
Series ID SMU04223800800000001SA
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 2025-09-01
Last Updated 2025-12-12 4:08 AM CST
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 23.2687410978861
1990-02-01 23.2231125359383
1990-03-01 23.6566940204032
1990-04-01 22.9039755076239
1990-05-01 23.1995837169876
1990-06-01 22.9482141420155
1990-07-01 22.8372269395623
1990-08-01 22.9343086498760
1990-09-01 22.7751744990435
1990-10-01 22.0409229709806
1990-11-01 22.6963510947849
1990-12-01 22.2819058466369
1991-01-01 23.5738581986377
1991-02-01 23.5653926257986
1991-03-01 23.7623117352686
1991-04-01 23.6106301479401
1991-05-01 23.4049301977610
1991-06-01 23.6437826156268
1991-07-01 23.6393455960287
1991-08-01 23.7224142265629
1991-09-01 23.8658010282947
1991-10-01 24.0042601913251
1991-11-01 24.3635447572197
1991-12-01 24.1615707220297
1992-01-01 24.5912731755476
1992-02-01 24.8371866472980
1992-03-01 24.7989751378559
1992-04-01 25.3008904383859
1992-05-01 25.1350917976003
1992-06-01 25.1379684048924
1992-07-01 25.4281361448648
1992-08-01 25.3193385623066
1992-09-01 25.5404255905098
1992-10-01 25.3515154054071
1992-11-01 25.3023408059290
1992-12-01 25.5402712681338
1993-01-01 25.3264465384895
1993-02-01 25.0183722295917
1993-03-01 25.1585539543508
1993-04-01 25.1864690141724
1993-05-01 25.6454676486065
1993-06-01 25.8334310419118
1993-07-01 25.8348506454926
1993-08-01 25.9167167124502
1993-09-01 25.7029647017011
1993-10-01 25.9049764244933
1993-11-01 25.8399825917473
1993-12-01 26.0119783584018
1994-01-01 25.9552807262931
1994-02-01 25.9931297832224
1994-03-01 26.4280837445758
1994-04-01 26.1985700196518
1994-05-01 26.1469726024672
1994-06-01 26.2040412709075
1994-07-01 26.3451229611306
1994-08-01 26.6130196142777
1994-09-01 26.3769361674966
1994-10-01 27.0614587811384
1994-11-01 27.4739003339875
1994-12-01 27.5209363018283
1995-01-01 26.6888396201261
1995-02-01 27.1326063007564
1995-03-01 26.9736341876721
1995-04-01 27.4224493197582
1995-05-01 27.1168367193786
1995-06-01 27.2557462133348
1995-07-01 27.5895276771594
1995-08-01 27.4295239579057
1995-09-01 27.6587887714928
1995-10-01 27.6235111749536
1995-11-01 27.7168083295283
1995-12-01 27.3408380570893
1996-01-01 27.9307960335619
1996-02-01 28.2347288825634
1996-03-01 28.4131863167014
1996-04-01 28.6405208635553
1996-05-01 28.9975792252779
1996-06-01 28.7889708396177
1996-07-01 28.6051204517641
1996-08-01 28.8688045572782
1996-09-01 28.7711592676020
1996-10-01 28.5742664950971
1996-11-01 28.7477319450899
1996-12-01 28.8871939868151
1997-01-01 29.1067541987040
1997-02-01 29.0187468691138
1997-03-01 29.0620390391978
1997-04-01 28.8366274856957
1997-05-01 28.9497825663308
1997-06-01 29.1070897561359
1997-07-01 29.3055678099290
1997-08-01 29.5307237386789
1997-09-01 29.6086490404211
1997-10-01 29.6319001340294
1997-11-01 29.7117005162852
1997-12-01 29.3801434831517
1998-01-01 29.7797088541624
1998-02-01 29.6007652651696
1998-03-01 29.5997547957569
1998-04-01 29.4647004300399
1998-05-01 29.5256952418530
1998-06-01 29.5437667694420
1998-07-01 29.0518449446167
1998-08-01 29.1796336816187
1998-09-01 29.4486527939008
1998-10-01 29.5079761945623
1998-11-01 29.6009296379513
1998-12-01 29.6577568927696
1999-01-01 29.6342485065229
1999-02-01 29.8815399094241
1999-03-01 30.0173278150210
1999-04-01 30.2901197808210
1999-05-01 30.3054963234888
1999-06-01 30.5184178825030
1999-07-01 31.1102222945185
1999-08-01 30.8238102697415
1999-09-01 30.7801865163068
1999-10-01 31.5147761026503
1999-11-01 31.5096227622500
1999-12-01 31.2974268349656
2000-01-01 31.3304534241259
2000-02-01 31.0561656206693
2000-03-01 31.7965744715518
2000-04-01 32.6304892015458
2000-05-01 33.0353265928616
2000-06-01 33.0641407848557
2000-07-01 33.0566224983027
2000-08-01 32.8301789778979
2000-09-01 32.8041334853900
2000-10-01 33.0561607161632
2000-11-01 32.7170693697228
2000-12-01 33.1580260917223
2001-01-01 32.7777875252054
2001-02-01 32.9125525775331
2001-03-01 32.9540408111459
2001-04-01 32.5622794127362
2001-05-01 32.6468640738175
2001-06-01 32.7287535887958
2001-07-01 32.9612927868959
2001-08-01 33.3414861276749
2001-09-01 33.1322421791355
2001-10-01 32.6203324902913
2001-11-01 32.7480064984237
2001-12-01 32.8140362854871
2002-01-01 33.3579520955122
2002-02-01 32.8434489604833
2002-03-01 32.7539758135523
2002-04-01 33.0130560383151
2002-05-01 33.0914710012075
2002-06-01 33.0400866308413
2002-07-01 33.1974193111940
2002-08-01 33.4327532815981
2002-09-01 33.5337429086387
2002-10-01 33.5895960776330
2002-11-01 33.7623937668633
2002-12-01 33.7158047214839
2003-01-01 33.7311050469250
2003-02-01 33.3793062924725
2003-03-01 33.5419951294924
2003-04-01 33.2285566661032
2003-05-01 33.2048488014230
2003-06-01 33.3368813513408
2003-07-01 33.5796041477181
2003-08-01 33.8658706995798
2003-09-01 33.6435796408296
2003-10-01 33.8266726348207
2003-11-01 34.0589052087440
2003-12-01 34.1278881449749
2004-01-01 34.7297235876533
2004-02-01 34.6271359908717
2004-03-01 34.6056139131009
2004-04-01 34.7236779970509
2004-05-01 34.9373534609769
2004-06-01 35.0378226713363
2004-07-01 34.7499710867399
2004-08-01 34.6952595921840
2004-09-01 34.3612927491868
2004-10-01 35.2332216394795
2004-11-01 35.2283079661330
2004-12-01 35.5616038841689
2005-01-01 35.8891882825971
2005-02-01 35.9884035321785
2005-03-01 35.8994079118943
2005-04-01 36.6734694744704
2005-05-01 36.1491859940314
2005-06-01 36.2106243470589
2005-07-01 36.5210632837913
2005-08-01 36.8502963892243
2005-09-01 36.9833464246269
2005-10-01 36.9231706780012
2005-11-01 36.9891294295387
2005-12-01 36.9586327372720
2006-01-01 36.6865758423134
2006-02-01 36.9453642861103
2006-03-01 37.3226890134117
2006-04-01 37.3417081954210
2006-05-01 37.5889426725043
2006-06-01 37.6023717556799
2006-07-01 37.5624325254570
2006-08-01 37.3561921206324
2006-09-01 37.4593080032643
2006-10-01 37.6347868199344
2006-11-01 37.6453042744790
2006-12-01 37.6384202215481
2007-01-01 37.8075115047656
2007-02-01 37.9128649738316
2007-03-01 38.2041958141196
2007-04-01 38.1135443211800
2007-05-01 38.1285504253831
2007-06-01 38.7789713843717
2007-07-01 38.3843704426879
2007-08-01 38.3433800394711
2007-09-01 38.1426345163406
2007-10-01 38.6393011459171
2007-11-01 38.5903607102935
2007-12-01 38.5943878697098
2008-01-01 38.7179050216736
2008-02-01 38.5933584708112
2008-03-01 38.6457019483768
2008-04-01 38.6343861806961
2008-05-01 38.1697021137708
2008-06-01 37.7383909807530
2008-07-01 37.6656964806146
2008-08-01 37.6809800486941
2008-09-01 37.5273640880457
2008-10-01 37.2308978873954
2008-11-01 37.3618883507099
2008-12-01 37.0674142024083
2009-01-01 36.5147764043072
2009-02-01 36.6972189258981
2009-03-01 36.4409767465761
2009-04-01 36.2759794597229
2009-05-01 36.2725870091509
2009-06-01 36.1375102330159
2009-07-01 36.2379000280750
2009-08-01 36.3159473291217
2009-09-01 36.3092972580835
2009-10-01 35.9150179923478
2009-11-01 35.9627084368229
2009-12-01 36.0569131210523
2010-01-01 36.6023285354067
2010-02-01 36.1287773522878
2010-03-01 35.4602976092194
2010-04-01 35.9380919941263
2010-05-01 35.5431317400389
2010-06-01 35.7014849022736
2010-07-01 35.7899497306334
2010-08-01 35.7326598638045
2010-09-01 35.6703003627339
2010-10-01 36.4049072614253
2010-11-01 36.1153385796010
2010-12-01 36.1798976383608
2011-01-01 36.1854403848800
2011-02-01 36.0916514744700
2011-03-01 35.9545375295429
2011-04-01 35.9855224333542
2011-05-01 36.1830263746690
2011-06-01 36.0326530850939
2011-07-01 36.1438929073226
2011-08-01 36.0843156995028
2011-09-01 35.9420005115852
2011-10-01 36.1902202329990
2011-11-01 36.0777614061465
2011-12-01 36.0300826989891
2012-01-01 36.1628541722185
2012-02-01 36.1674686624721
2012-03-01 36.1960613078726
2012-04-01 36.3052341879178
2012-05-01 36.6214876855964
2012-06-01 36.7754497727894
2012-07-01 36.6214820905102
2012-08-01 36.6576261045936
2012-09-01 36.7179891737338
2012-10-01 36.4638660303084
2012-11-01 36.0495598052174
2012-12-01 35.9878534092756
2013-01-01 36.9543840218059
2013-02-01 36.6245090970694
2013-03-01 36.8911983226496
2013-04-01 37.0696960143460
2013-05-01 37.1658890923931
2013-06-01 37.4614296578132
2013-07-01 37.5472177671473
2013-08-01 37.6665613011526
2013-09-01 37.6951000736063
2013-10-01 37.6433211784274
2013-11-01 37.6719164861480
2013-12-01 37.9239398417287
2014-01-01 37.9781781165457
2014-02-01 37.9439404233116
2014-03-01 37.9625661195328
2014-04-01 37.8803591984982
2014-05-01 38.2472003719123
2014-06-01 38.6006557055819
2014-07-01 38.4092408916840
2014-08-01 38.4070540487599
2014-09-01 38.5815252543087
2014-10-01 38.7128025177654
2014-11-01 38.8605147550615
2014-12-01 38.8016128729512
2015-01-01 39.2144823269776
2015-02-01 39.0326370070587
2015-03-01 39.2240415602680
2015-04-01 39.0764317268207
2015-05-01 38.9589718593809
2015-06-01 39.0783065951275
2015-07-01 39.0035086487298
2015-08-01 39.1891450831433
2015-09-01 39.0916956636247
2015-10-01 39.1742324670487
2015-11-01 38.9749337059405
2015-12-01 39.1288896643298
2016-01-01 39.1409545047116
2016-02-01 39.9147556802310
2016-03-01 39.1962502320740
2016-04-01 39.7650478251298
2016-05-01 40.0056199147849
2016-06-01 39.8617851506776
2016-07-01 40.1303339351091
2016-08-01 40.4948092737917
2016-09-01 40.2348147044389
2016-10-01 40.2192614972557
2016-11-01 40.3610924379745
2016-12-01 40.2008829736191
2017-01-01 40.2430664197345
2017-02-01 40.5743950936961
2017-03-01 40.3843287372721
2017-04-01 40.7922750617800
2017-05-01 40.6633514050142
2017-06-01 40.7560987617347
2017-07-01 41.1699479570860
2017-08-01 40.8079878995947
2017-09-01 40.9759848572537
2017-10-01 41.0851128794516
2017-11-01 40.9075936209280
2017-12-01 41.0794573489086
2018-01-01 40.9127007271597
2018-02-01 40.7113806892227
2018-03-01 41.0863780268274
2018-04-01 40.9248757444514
2018-05-01 41.1591522726028
2018-06-01 41.3370953010347
2018-07-01 41.3882347037604
2018-08-01 41.6194487389824
2018-09-01 41.7535932359025
2018-10-01 41.6495190105504
2018-11-01 41.8753806775498
2018-12-01 41.8815686879746
2019-01-01 41.3321245713923
2019-02-01 41.5145888326923
2019-03-01 41.6605042246968
2019-04-01 41.7984940807732
2019-05-01 41.7528574606126
2019-06-01 41.8349137787372
2019-07-01 41.4822092585800
2019-08-01 41.5355494589179
2019-09-01 41.5330365678148
2019-10-01 41.7444827969114
2019-11-01 41.7386344011712
2019-12-01 42.3286037145934
2020-01-01 42.7352010635471
2020-02-01 42.1012854415836
2020-03-01 41.9115416468117
2020-04-01 30.1664700930371
2020-05-01 32.5327544779460
2020-06-01 35.2071989531821
2020-07-01 35.6605998215453
2020-08-01 36.2560414765095
2020-09-01 36.8460050886311
2020-10-01 37.5617728247550
2020-11-01 37.6606118982013
2020-12-01 37.7964092385863
2021-01-01 38.3124482636696
2021-02-01 38.7604959975340
2021-03-01 39.1203112504393
2021-04-01 39.8531387353332
2021-05-01 40.0732601597016
2021-06-01 40.7842313044953
2021-07-01 41.5379410479960
2021-08-01 41.6693298617653
2021-09-01 41.6544959170829
2021-10-01 42.3162016613908
2021-11-01 42.3092098395221
2021-12-01 42.2819544310210
2022-01-01 42.8020517090866
2022-02-01 43.0143394384676
2022-03-01 43.1134583965525
2022-04-01 43.1424322001342
2022-05-01 43.0860136104337
2022-06-01 42.9314258446140
2022-07-01 43.2892971762307
2022-08-01 43.1745650099604
2022-09-01 43.5860568445470
2022-10-01 43.4755922163855
2022-11-01 43.7186539206243
2022-12-01 43.8659098262462
2023-01-01 43.2797291538472
2023-02-01 43.3877975022483
2023-03-01 43.3856707489339
2023-04-01 43.5528505511350
2023-05-01 43.6748659573928
2023-06-01 44.1698395187008
2023-07-01 43.7427094430945
2023-08-01 43.8633204158702
2023-09-01 44.0878667872855
2023-10-01 44.1430381607746
2023-11-01 44.4317448938630
2023-12-01 44.7276252293903
2024-01-01 45.0963828471520
2024-02-01 44.9037876926087
2024-03-01 45.0881375158977
2024-04-01 44.9666462819027
2024-05-01 44.9477996872068
2024-06-01 44.9762472596322
2024-07-01 44.6846020632151
2024-08-01 44.9276579646898
2024-09-01 44.6770570929211
2024-10-01 44.9962620413519
2024-11-01 45.0630333735333
2024-12-01 45.2844330485855
2025-01-01 45.9203302537788
2025-02-01 45.7485943247615
2025-03-01 45.7245198738297
2025-04-01 45.4843349779626
2025-05-01 45.7278966116445
2025-06-01 45.6821415899568
2025-07-01 46.0244282849303
2025-08-01 45.9570993362486
2025-09-01 46.0251243597859

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