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 2026-04-01
Last Updated 2026-05-26 2:38 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 23.3549360529423
1990-02-01 23.3800207821903
1990-03-01 23.7530888010564
1990-04-01 22.9738454512841
1990-05-01 23.2358027596747
1990-06-01 22.9518008762893
1990-07-01 22.8111458092669
1990-08-01 22.8813895239106
1990-09-01 22.6946007071011
1990-10-01 21.9676287423184
1990-11-01 22.5461402125599
1990-12-01 22.2346162365610
1991-01-01 23.6504963022191
1991-02-01 23.7048463604762
1991-03-01 23.8631162848508
1991-04-01 23.6730396443030
1991-05-01 23.4365975055762
1991-06-01 23.6459752623019
1991-07-01 23.6164367166502
1991-08-01 23.6768102535368
1991-09-01 23.7956166921007
1991-10-01 23.9423041672385
1991-11-01 24.2368091367852
1991-12-01 24.1113158400814
1992-01-01 24.6497135632058
1992-02-01 24.9510245498828
1992-03-01 24.8980847338206
1992-04-01 25.3530310033124
1992-05-01 25.1578130405254
1992-06-01 25.1363898947794
1992-07-01 25.4077195377336
1992-08-01 25.2835156549153
1992-09-01 25.4883554729722
1992-10-01 25.3076412954994
1992-11-01 25.2267007564509
1992-12-01 25.4800922111432
1993-01-01 25.3629138211056
1993-02-01 25.0911963470856
1993-03-01 25.2492094463376
1993-04-01 25.2244849826403
1993-05-01 25.6606631205918
1993-06-01 25.8303863317636
1993-07-01 25.8196415855254
1993-08-01 25.8927944460147
1993-09-01 25.6696115082785
1993-10-01 25.8792975540700
1993-11-01 25.8085844642839
1993-12-01 25.9490001695358
1994-01-01 25.9723810804194
1994-02-01 26.0307460106430
1994-03-01 26.4980099372303
1994-04-01 26.2248966544045
1994-05-01 26.1559770504738
1994-06-01 26.2004944728751
1994-07-01 26.3353163418046
1994-08-01 26.6002522163846
1994-09-01 26.3611401830882
1994-10-01 27.0516831808478
1994-11-01 27.4764462603683
1994-12-01 27.4557634064207
1995-01-01 26.6946260417647
1995-02-01 27.1411573418215
1995-03-01 27.0263373884000
1995-04-01 27.4377538038207
1995-05-01 27.1233353333072
1995-06-01 27.2545806091676
1995-07-01 27.5861683609161
1995-08-01 27.4252565372526
1995-09-01 27.6522920343078
1995-10-01 27.6222809968141
1995-11-01 27.7249464122767
1995-12-01 27.2801074842627
1996-01-01 27.9343782210739
1996-02-01 28.2385452153393
1996-03-01 28.4458691394139
1996-04-01 28.6523821170090
1996-05-01 29.0026501373921
1996-06-01 28.7888966215490
1996-07-01 28.6038819552175
1996-08-01 28.8683331965998
1996-09-01 28.7698076403323
1996-10-01 28.5764448129614
1996-11-01 28.7563611281089
1996-12-01 28.8324324167319
1997-01-01 29.1111122933341
1997-02-01 29.0227681700693
1997-03-01 29.0800965812890
1997-04-01 28.8456187242833
1997-05-01 28.9559864461109
1997-06-01 29.1082572119840
1997-07-01 29.3047288070112
1997-08-01 29.5311220654762
1997-09-01 29.6086989830658
1997-10-01 29.6333551819846
1997-11-01 29.7171469578729
1997-12-01 29.3406409912549
1998-01-01 29.7840580049450
1998-02-01 29.6056635114592
1998-03-01 29.6046533187177
1998-04-01 29.4721763836800
1998-05-01 29.5321939403427
1998-06-01 29.5460222284850
1998-07-01 29.0508774642942
1998-08-01 29.1804316783595
1998-09-01 29.4495822127225
1998-10-01 29.5081843428542
1998-11-01 29.6027921297194
1998-12-01 29.6326827358538
1999-01-01 29.6369509931628
1999-02-01 29.8848923138797
1999-03-01 30.0209469445213
1999-04-01 30.2934254243785
1999-05-01 30.3101555549577
1999-06-01 30.5204535503753
1999-07-01 31.1093070540529
1999-08-01 30.8245845179570
1999-09-01 30.7808549508383
1999-10-01 31.5143582169633
1999-11-01 31.5105845928152
1999-12-01 31.2829638281577
2000-01-01 31.3319024016123
2000-02-01 31.0581850309954
2000-03-01 31.7988727805817
2000-04-01 32.6325984492054
2000-05-01 33.0376790219582
2000-06-01 33.0656052074699
2000-07-01 33.0553869422995
2000-08-01 32.8308197443949
2000-09-01 32.8046040353126
2000-10-01 33.0554294382061
2000-11-01 32.7175798404316
2000-12-01 33.1508255937228
2001-01-01 32.7785167002512
2001-02-01 32.9137243792603
2001-03-01 32.9553959776314
2001-04-01 32.5633990504938
2001-05-01 32.6482762508464
2001-06-01 32.7294806181083
2001-07-01 32.9601871604740
2001-08-01 33.3416837309875
2001-09-01 33.1322079311463
2001-10-01 32.6193004703003
2001-11-01 32.7476183865412
2001-12-01 32.8136514414919
2002-01-01 33.3576562666586
2002-02-01 32.8436062349814
2002-03-01 32.7544370541604
2002-04-01 33.0134799671714
2002-05-01 33.0921011760619
2002-06-01 33.0403754768465
2002-07-01 33.1967711375841
2002-08-01 33.4328001391025
2002-09-01 33.5337070506441
2002-10-01 33.5891361649568
2002-11-01 33.7623272002049
2002-12-01 33.7157730797528
2003-01-01 33.7310642161289
2003-02-01 33.3794334956119
2003-03-01 33.5421936693530
2003-04-01 33.2286584107593
2003-05-01 33.2050084135590
2003-06-01 33.3368688775531
2003-07-01 33.5795126159159
2003-08-01 33.8657658453992
2003-09-01 33.6434838625282
2003-10-01 33.8266179463386
2003-11-01 34.0588995847929
2003-12-01 34.1279216054658
2004-01-01 34.7297472973068
2004-02-01 34.6271858091166
2004-03-01 34.6056556062843
2004-04-01 34.7237008325094
2004-05-01 34.9373537772299
2004-06-01 35.0378171919396
2004-07-01 34.7499460318777
2004-08-01 34.6952326691077
2004-09-01 34.3612730137066
2004-10-01 35.2332139623765
2004-11-01 35.2283110273915
2004-12-01 35.5616142244369
2005-01-01 35.8891877980334
2005-02-01 35.9884140196556
2005-03-01 35.8994159896364
2005-04-01 36.6734737183062
2005-05-01 36.1491859454784
2005-06-01 36.2106324388678
2005-07-01 36.5210604251775
2005-08-01 36.8502846740495
2005-09-01 36.9833438600505
2005-10-01 36.9231698090937
2005-11-01 36.9891290358852
2005-12-01 36.9586326571072
2006-01-01 36.6865764559457
2006-02-01 36.9453642106687
2006-03-01 37.3226890296979
2006-04-01 37.3417088394017
2006-05-01 37.5889430911289
2006-06-01 37.6023788308675
2006-07-01 37.5624328442433
2006-08-01 37.3561863554385
2006-09-01 37.4593074836760
2006-10-01 37.6347866454467
2006-11-01 37.6453039774463
2006-12-01 37.6384199959334
2007-01-01 37.8075117486917
2007-02-01 37.9128649320408
2007-03-01 38.2041957774784
2007-04-01 38.1135446680399
2007-05-01 38.1285505741738
2007-06-01 38.7789747513503
2007-07-01 38.3843703770738
2007-08-01 38.3433769267322
2007-09-01 38.1426342182963
2007-10-01 38.6393010239434
2007-11-01 38.5903606342701
2007-12-01 38.5943879937263
2008-01-01 38.7179052645923
2008-02-01 38.5933587073045
2008-03-01 38.6457020545138
2008-04-01 38.6343864572613
2008-05-01 38.1697022887074
2008-06-01 37.7383909738965
2008-07-01 37.6656963355280
2008-08-01 37.6809797913894
2008-09-01 37.5273641110384
2008-10-01 37.2308977617220
2008-11-01 37.3618882816142
2008-12-01 37.0674142700679
2009-01-01 36.5147764329912
2009-02-01 36.6972190414916
2009-03-01 36.4409767361406
2009-04-01 36.2759794541344
2009-05-01 36.2725870773796
2009-06-01 36.1375101356777
2009-07-01 36.2378998837384
2009-08-01 36.3159471606948
2009-09-01 36.3092975645229
2009-10-01 35.9150180101152
2009-11-01 35.9627086203645
2009-12-01 36.0569132372356
2010-01-01 36.6023285660794
2010-02-01 36.1287772334432
2010-03-01 35.4602973745345
2010-04-01 35.9380918168352
2010-05-01 35.5431317308124
2010-06-01 35.7014848500040
2010-07-01 35.7899497332443
2010-08-01 35.7326599036659
2010-09-01 35.6703007402742
2010-10-01 36.4049071078779
2010-11-01 36.1153386060313
2010-12-01 36.1798973999185
2011-01-01 36.1854402993429
2011-02-01 36.0916516179205
2011-03-01 35.9545381264504
2011-04-01 35.9855220606143
2011-05-01 36.1830269752571
2011-06-01 36.0326542048848
2011-07-01 36.1438921285926
2011-08-01 36.0843147542807
2011-09-01 35.9419999561755
2011-10-01 36.1902193663722
2011-11-01 36.0777612170179
2011-12-01 36.0300824655589
2012-01-01 36.1628543903817
2012-02-01 36.1674695178631
2012-03-01 36.1960630756842
2012-04-01 36.3052335541420
2012-05-01 36.6214881160915
2012-06-01 36.7754507975523
2012-07-01 36.6214793032957
2012-08-01 36.6576253491016
2012-09-01 36.7179908151043
2012-10-01 36.4638675586865
2012-11-01 36.0495607166729
2012-12-01 35.9878516258203
2013-01-01 36.9543809944894
2013-02-01 36.6244872652268
2013-03-01 36.8912263935291
2013-04-01 37.0697090337808
2013-05-01 37.1659063021888
2013-06-01 37.4614447339412
2013-07-01 37.5472100664150
2013-08-01 37.6664592098193
2013-09-01 37.6950833365000
2013-10-01 37.6433201724421
2013-11-01 37.6719375107793
2013-12-01 37.9239773340706
2014-01-01 37.9782220610236
2014-02-01 37.9439384548307
2014-03-01 37.9626451692130
2014-04-01 37.8803901246295
2014-05-01 38.2472172462344
2014-06-01 38.6006502830616
2014-07-01 38.4092241315163
2014-08-01 38.4067656359424
2014-09-01 38.5814049194637
2014-10-01 38.7127348154434
2014-11-01 38.8605501608383
2014-12-01 38.8017718661140
2015-01-01 39.2147448856730
2015-02-01 39.0324416894635
2015-03-01 39.2243941087583
2015-04-01 39.0766537422917
2015-05-01 38.9590960131511
2015-06-01 39.0783409431013
2015-07-01 39.0034289399101
2015-08-01 39.1884846334717
2015-09-01 39.0912177416969
2015-10-01 39.1736940280914
2015-11-01 38.9743925423348
2015-12-01 39.1284592748740
2016-01-01 39.1443415975394
2016-02-01 39.9138969287510
2016-03-01 39.1966210689159
2016-04-01 39.7654320760937
2016-05-01 40.0058837433402
2016-06-01 39.8617740620771
2016-07-01 40.1300222043398
2016-08-01 40.4936455559524
2016-09-01 40.2337541242171
2016-10-01 40.2180597725189
2016-11-01 40.3598259040106
2016-12-01 40.1999617153971
2017-01-01 40.2496539572085
2017-02-01 40.5727254674706
2017-03-01 40.3842418352203
2017-04-01 40.7956130389779
2017-05-01 40.6645388467223
2017-06-01 40.7541289529795
2017-07-01 41.1681691003402
2017-08-01 40.8058421786650
2017-09-01 40.9742675691630
2017-10-01 41.0838861026169
2017-11-01 40.9057961614555
2017-12-01 41.0783030831539
2018-01-01 40.9228119730368
2018-02-01 40.7096768036427
2018-03-01 41.0858975589509
2018-04-01 40.9308994795429
2018-05-01 41.1606750679381
2018-06-01 41.3324306368234
2018-07-01 41.3836704361122
2018-08-01 41.6165800486642
2018-09-01 41.7517198555820
2018-10-01 41.6487602311065
2018-11-01 41.8732454754057
2018-12-01 41.8815137885012
2019-01-01 41.3436239281273
2019-02-01 41.5147418498346
2019-03-01 41.6623771916888
2019-04-01 41.8106812239349
2019-05-01 41.7583632471331
2019-06-01 41.8056048947936
2019-07-01 41.4777927354979
2019-08-01 41.5346880190433
2019-09-01 41.5334790234146
2019-10-01 41.7477744359084
2019-11-01 41.7417989293688
2019-12-01 42.3331995282507
2020-01-01 42.7291396248927
2020-02-01 42.1115925741383
2020-03-01 41.9224584645517
2020-04-01 30.1863636908042
2020-05-01 32.5443364607727
2020-06-01 35.1330905872164
2020-07-01 35.6603679980090
2020-08-01 36.2614405795035
2020-09-01 36.8471755461990
2020-10-01 37.5745726129454
2020-11-01 37.6692803415167
2020-12-01 37.8065103352936
2021-01-01 38.2804953983186
2021-02-01 38.7847320677700
2021-03-01 39.1475422529433
2021-04-01 39.8861851095764
2021-05-01 40.0947274555900
2021-06-01 40.6467390991654
2021-07-01 41.5401651390158
2021-08-01 41.6836855140178
2021-09-01 41.6489098678263
2021-10-01 42.3453086889353
2021-11-01 42.3319390149588
2021-12-01 42.2999572037086
2022-01-01 42.7263062322817
2022-02-01 43.0705015906679
2022-03-01 43.1657705124282
2022-04-01 43.1616412048957
2022-05-01 43.1122690595153
2022-06-01 42.7447239360636
2022-07-01 43.2998656083914
2022-08-01 43.2019540055945
2022-09-01 43.5726373177166
2022-10-01 43.5257477219905
2022-11-01 43.7557700983382
2022-12-01 43.9764157549913
2023-01-01 43.1596291048915
2023-02-01 43.4639135290555
2023-03-01 43.4640135823896
2023-04-01 43.5562775274487
2023-05-01 43.7152868177877
2023-06-01 43.9568997108325
2023-07-01 43.7619554384030
2023-08-01 43.8990955139196
2023-09-01 44.1600306066476
2023-10-01 44.2113074549313
2023-11-01 44.5931178444425
2023-12-01 44.8267906994051
2024-01-01 45.0300595584882
2024-02-01 45.0956118951655
2024-03-01 45.2847607696646
2024-04-01 45.1354416055355
2024-05-01 45.3013766347877
2024-06-01 45.4671542748606
2024-07-01 45.2167640311560
2024-08-01 45.3712932291854
2024-09-01 45.2372535767031
2024-10-01 45.2811384034351
2024-11-01 45.2450944848484
2024-12-01 45.3639363827737
2025-01-01 45.6263205973871
2025-02-01 45.6317272466911
2025-03-01 45.8256526413840
2025-04-01 45.9338663373746
2025-05-01 46.2988901745930
2025-06-01 45.7955042196775
2025-07-01 46.0613711316597
2025-08-01 46.0021791312946
2025-09-01 46.0707666412430
2025-10-01 46.2194806425853
2025-11-01 46.2812120034476
2025-12-01 46.5261153397917
2026-01-01 46.5744635519405
2026-02-01 46.5980759978890
2026-03-01 46.2966175913323
2026-04-01 45.9179435589122

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