Table Data - All Employees: Professional and Business Services: Business Support Services in Arizona

Title All Employees: Professional and Business Services: Business Support Services in Arizona
Series ID SMU04000006056140001SA
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 7.44786487103528
1990-02-01 7.44442846247827
1990-03-01 7.73962160955986
1990-04-01 7.97283831251994
1990-05-01 7.90772631835258
1990-06-01 7.92222001621320
1990-07-01 8.30592167577069
1990-08-01 8.36518203415356
1990-09-01 8.45342444770206
1990-10-01 8.44309616078160
1990-11-01 8.51593453767079
1990-12-01 8.50404514539341
1991-01-01 8.94621942539883
1991-02-01 8.91714096434894
1991-03-01 9.02208939629636
1991-04-01 9.06351394559495
1991-05-01 9.30621787198612
1991-06-01 9.40125482224292
1991-07-01 9.53759032400767
1991-08-01 9.70819183011283
1991-09-01 10.19229404881070
1991-10-01 9.94908034931670
1991-11-01 10.20608379951090
1991-12-01 10.29986315209010
1992-01-01 10.03136749531370
1992-02-01 10.14924672631610
1992-03-01 10.18580779769360
1992-04-01 10.26418807620470
1992-05-01 10.40370239452890
1992-06-01 10.07791701608500
1992-07-01 11.19145386967210
1992-08-01 11.08798543262540
1992-09-01 11.46508489646300
1992-10-01 11.15385301428390
1992-11-01 11.08094051378190
1992-12-01 11.15455234101320
1993-01-01 11.32032380511490
1993-02-01 11.65815383741690
1993-03-01 11.83278663484240
1993-04-01 12.16835325413820
1993-05-01 12.42612097994980
1993-06-01 12.57652819513200
1993-07-01 12.62929081137470
1993-08-01 12.76593854233040
1993-09-01 12.97459478999180
1993-10-01 13.06289582044020
1993-11-01 12.92560418838790
1993-12-01 13.30458974067920
1994-01-01 13.41072778646120
1994-02-01 13.35788676162740
1994-03-01 13.49952338460600
1994-04-01 13.55206969520200
1994-05-01 13.55121332427930
1994-06-01 13.79314046053410
1994-07-01 13.43684819928040
1994-08-01 13.64700808271090
1994-09-01 14.00081224422900
1994-10-01 14.37533814233510
1994-11-01 14.86124175322480
1994-12-01 14.93362988549170
1995-01-01 15.80855619616550
1995-02-01 15.90461618003980
1995-03-01 16.18574580227100
1995-04-01 16.21416289407690
1995-05-01 16.58283586491600
1995-06-01 16.71161309050950
1995-07-01 16.99459426780310
1995-08-01 17.18848373642740
1995-09-01 17.61577241847100
1995-10-01 17.89385657348840
1995-11-01 18.01141903308090
1995-12-01 18.41383314863550
1996-01-01 18.30718091978130
1996-02-01 18.69831028073790
1996-03-01 19.01767791367590
1996-04-01 18.45753952331170
1996-05-01 18.85667675293310
1996-06-01 19.12325290095960
1996-07-01 20.32391866007120
1996-08-01 20.49205545734620
1996-09-01 20.48710838558950
1996-10-01 20.81341612104510
1996-11-01 21.40375496962730
1996-12-01 21.60916811825020
1997-01-01 20.25768383377420
1997-02-01 20.74418412793420
1997-03-01 20.87273347908630
1997-04-01 21.59815224287180
1997-05-01 21.58385905178590
1997-06-01 21.91869853919470
1997-07-01 22.14906335652360
1997-08-01 22.03442751296120
1997-09-01 22.59021711475770
1997-10-01 23.23862734352800
1997-11-01 23.83821085599850
1997-12-01 24.03691140472440
1998-01-01 24.23589082189110
1998-02-01 24.14070989534540
1998-03-01 24.36069709255700
1998-04-01 24.31884808812950
1998-05-01 24.27268540485300
1998-06-01 24.59223484575800
1998-07-01 25.10731576475350
1998-08-01 24.75518491999750
1998-09-01 24.84370253939170
1998-10-01 25.03766913532110
1998-11-01 25.09163274249390
1998-12-01 25.16453474285480
1999-01-01 26.23655378520250
1999-02-01 26.47101462558120
1999-03-01 26.72193350736520
1999-04-01 27.15272019536410
1999-05-01 27.68698950853890
1999-06-01 28.46293774576890
1999-07-01 27.69228766241460
1999-08-01 27.67194213103900
1999-09-01 27.55041386919310
1999-10-01 27.02710721356720
1999-11-01 27.53605714631720
1999-12-01 27.61539214412250
2000-01-01 27.71590698372440
2000-02-01 28.29985699897070
2000-03-01 30.44508860327810
2000-04-01 31.29450929372580
2000-05-01 31.02620875598030
2000-06-01 30.64967341383240
2000-07-01 30.41724168299930
2000-08-01 30.32238331792430
2000-09-01 30.35646962211030
2000-10-01 29.40318885809360
2000-11-01 29.64948820052530
2000-12-01 29.66217417874190
2001-01-01 27.49267215559940
2001-02-01 28.66852559681210
2001-03-01 28.50050054800560
2001-04-01 28.56382138241570
2001-05-01 28.60801138532610
2001-06-01 28.87357713734670
2001-07-01 28.85419985179460
2001-08-01 29.41435351281990
2001-09-01 29.18784934465350
2001-10-01 29.59420995216310
2001-11-01 29.43605424289910
2001-12-01 29.39451164029240
2002-01-01 29.02733247521700
2002-02-01 28.87948572605690
2002-03-01 28.82175353224660
2002-04-01 28.83606291678890
2002-05-01 28.62715543938100
2002-06-01 28.80894825761980
2002-07-01 29.29596326606100
2002-08-01 29.15052172848810
2002-09-01 29.18586526245710
2002-10-01 28.90476971337160
2002-11-01 28.80125256974310
2002-12-01 28.40216248585530
2003-01-01 26.42592062952270
2003-02-01 26.11711290899160
2003-03-01 26.32059489808330
2003-04-01 26.23871508523070
2003-05-01 25.86956465889010
2003-06-01 25.64091646059960
2003-07-01 25.13987191123980
2003-08-01 25.01589428385530
2003-09-01 25.20164411595630
2003-10-01 25.15691284823040
2003-11-01 25.15052983320300
2003-12-01 25.10097733594380
2004-01-01 25.37482919587340
2004-02-01 25.61626335561010
2004-03-01 25.75253766536190
2004-04-01 26.17189905750830
2004-05-01 25.80836809234920
2004-06-01 25.34677556515700
2004-07-01 25.69667009054580
2004-08-01 25.67586147596090
2004-09-01 25.72466102392810
2004-10-01 26.14247724986860
2004-11-01 25.87670114061490
2004-12-01 25.95247520418980
2005-01-01 28.93980066811910
2005-02-01 29.11675955053600
2005-03-01 29.51574451398400
2005-04-01 29.24646494818750
2005-05-01 29.31049345956480
2005-06-01 29.46785159330650
2005-07-01 30.05189096045550
2005-08-01 30.01972779920370
2005-09-01 29.91955855644860
2005-10-01 30.03190984738860
2005-11-01 30.18548123282310
2005-12-01 30.76392151868780
2006-01-01 31.11320637920300
2006-02-01 31.47000119645450
2006-03-01 31.52699765050790
2006-04-01 31.61675765784310
2006-05-01 31.61008505203420
2006-06-01 32.08008069682150
2006-07-01 31.41259791804790
2006-08-01 31.65768348328550
2006-09-01 31.80849836381470
2006-10-01 31.68610443083900
2006-11-01 32.09720157767120
2006-12-01 31.82545993981190
2007-01-01 32.50962010373430
2007-02-01 32.26667873213510
2007-03-01 31.84800820522970
2007-04-01 31.68278071407750
2007-05-01 32.00114039563700
2007-06-01 32.60230802368190
2007-07-01 33.28689467374670
2007-08-01 32.83192037745360
2007-09-01 32.76688558632450
2007-10-01 32.69604089776860
2007-11-01 33.01353566023220
2007-12-01 32.97784122599780
2008-01-01 32.47961886955670
2008-02-01 32.39552071604690
2008-03-01 32.77416438745880
2008-04-01 32.61378929730010
2008-05-01 33.23239931201040
2008-06-01 32.95591815684570
2008-07-01 33.77276678019540
2008-08-01 33.94308883567980
2008-09-01 33.81536579502590
2008-10-01 33.52066711927310
2008-11-01 33.42681364036030
2008-12-01 32.80686432986420
2009-01-01 33.16052279659110
2009-02-01 33.15518224826530
2009-03-01 33.16267432131370
2009-04-01 33.55407287414170
2009-05-01 33.49216643855380
2009-06-01 33.47188537973770
2009-07-01 32.96434643004330
2009-08-01 32.95254056897350
2009-09-01 33.05289787853280
2009-10-01 33.36249576796530
2009-11-01 33.42021800531520
2009-12-01 33.75970701546180
2010-01-01 33.81758209591970
2010-02-01 34.11080169590560
2010-03-01 34.76476094424480
2010-04-01 34.01460684496080
2010-05-01 34.12347344127430
2010-06-01 33.92062945402030
2010-07-01 33.25630727530650
2010-08-01 32.53009729184470
2010-09-01 31.88912418972980
2010-10-01 31.93369447969470
2010-11-01 31.86621738306540
2010-12-01 32.41369044533050
2011-01-01 32.47966331851940
2011-02-01 32.27250429609980
2011-03-01 32.19725059994330
2011-04-01 32.33825239544840
2011-05-01 32.07705530592700
2011-06-01 32.16643579125700
2011-07-01 32.86297826264260
2011-08-01 32.95994594906390
2011-09-01 33.40159719454710
2011-10-01 33.69726453302720
2011-11-01 33.47063212972100
2011-12-01 33.28805847519970
2012-01-01 33.01457976032200
2012-02-01 32.82405853035260
2012-03-01 33.58658212406970
2012-04-01 33.40404271812780
2012-05-01 33.15313986905250
2012-06-01 33.20548054002030
2012-07-01 33.05678502525310
2012-08-01 33.25008196051630
2012-09-01 33.12340117207170
2012-10-01 33.04415444244970
2012-11-01 33.05871336719910
2012-12-01 32.85386370102170
2013-01-01 33.28177854311460
2013-02-01 33.58410644106290
2013-03-01 33.80362218319260
2013-04-01 33.78160568602630
2013-05-01 34.08446153141410
2013-06-01 34.92698462630100
2013-07-01 35.54252345389470
2013-08-01 36.01029331040720
2013-09-01 36.94480420569830
2013-10-01 36.64953035863790
2013-11-01 37.08801261381780
2013-12-01 37.15988347673200
2014-01-01 37.22914036147960
2014-02-01 37.28955451414020
2014-03-01 37.63418203679780
2014-04-01 38.14146939224700
2014-05-01 38.78445793387710
2014-06-01 39.11349670454660
2014-07-01 39.51171742878980
2014-08-01 39.97300380341040
2014-09-01 40.28768033095720
2014-10-01 40.50977937291040
2014-11-01 40.79738936158170
2014-12-01 40.87542131174550
2015-01-01 41.48308542197620
2015-02-01 40.86182580736930
2015-03-01 40.24553124230390
2015-04-01 40.73958513487790
2015-05-01 40.75463507801350
2015-06-01 40.67434592404010
2015-07-01 40.36293703836800
2015-08-01 40.14412749052050
2015-09-01 40.12638797661210
2015-10-01 40.65401679842970
2015-11-01 40.89049490850350
2015-12-01 40.62129936196420
2016-01-01 40.33024257836270
2016-02-01 40.39125969202760
2016-03-01 40.31856922148540
2016-04-01 40.88436586509080
2016-05-01 41.43972482355590
2016-06-01 41.11380088535990
2016-07-01 42.86566635280080
2016-08-01 43.12230360029950
2016-09-01 43.48257083613070
2016-10-01 43.51818251361410
2016-11-01 43.84467575936570
2016-12-01 43.80131829626480
2017-01-01 44.20101337678570
2017-02-01 44.24605680321260
2017-03-01 43.94652720194950
2017-04-01 43.57202419569250
2017-05-01 43.61717384563070
2017-06-01 43.43679372825310
2017-07-01 43.44272609904990
2017-08-01 43.37097105395510
2017-09-01 43.14707483565350
2017-10-01 42.92695250081390
2017-11-01 42.80691321717780
2017-12-01 43.04638062588460
2018-01-01 43.08388010465710
2018-02-01 43.20193922878800
2018-03-01 43.43857201054250
2018-04-01 43.57069651952200
2018-05-01 43.37961321826830
2018-06-01 43.41742471273940
2018-07-01 43.78804711028690
2018-08-01 44.10308340146910
2018-09-01 44.44143615056900
2018-10-01 44.84989990269940
2018-11-01 44.27602019366690
2018-12-01 44.12338872005720
2019-01-01 43.69470179288000
2019-02-01 43.68872930705790
2019-03-01 43.10533253103330
2019-04-01 43.04783893962110
2019-05-01 42.59715494542220
2019-06-01 42.60013272540440
2019-07-01 42.41620884875420
2019-08-01 41.32889318091390
2019-09-01 41.15164956842210
2019-10-01 40.91216603649300
2019-11-01 40.43497475750880
2019-12-01 39.81125242370740
2020-01-01 40.32324319853500
2020-02-01 39.77209819972920
2020-03-01 39.94761168572320
2020-04-01 38.02236712895400
2020-05-01 38.29419750119650
2020-06-01 37.64844950679350
2020-07-01 37.54956952086300
2020-08-01 37.48346458703180
2020-09-01 37.09965239602030
2020-10-01 36.98103100542220
2020-11-01 36.89703954779480
2020-12-01 36.99441624314280
2021-01-01 36.14136764824590
2021-02-01 35.56521445729580
2021-03-01 35.06964702665610
2021-04-01 34.48245945867970
2021-05-01 34.15771011260490
2021-06-01 33.91088753080770
2021-07-01 33.30257937458090
2021-08-01 33.04683870410110
2021-09-01 32.74389717258490
2021-10-01 32.59159302504890
2021-11-01 32.15983157097160
2021-12-01 31.56710556196500
2022-01-01 31.44430311613920
2022-02-01 31.63621480000550
2022-03-01 31.28626818611670
2022-04-01 31.15017707345020
2022-05-01 31.00705399915120
2022-06-01 30.46970379052870
2022-07-01 30.56250372599330
2022-08-01 30.02957995880120
2022-09-01 29.59641041021600
2022-10-01 28.90126411024510
2022-11-01 28.53734505450300
2022-12-01 28.33652861662300
2023-01-01 27.94390530564950
2023-02-01 27.59153612382150
2023-03-01 27.41533221491220
2023-04-01 26.99786040649390
2023-05-01 26.24296109532020
2023-06-01 26.15220243554050
2023-07-01 25.81971722812740
2023-08-01 25.12822540544140
2023-09-01 25.73146654004590
2023-10-01 26.40878774157040
2023-11-01 26.12380780732810
2023-12-01 25.98792274206450
2024-01-01 24.04206241151670
2024-02-01 23.64323504499280
2024-03-01 23.56820567062720
2024-04-01 23.23588994127170
2024-05-01 23.09542345109400
2024-06-01 23.12439915903610
2024-07-01 22.78521643449720
2024-08-01 22.84620855659040
2024-09-01 22.77324404697380
2024-10-01 22.27493200330150
2024-11-01 21.99230537043640
2024-12-01 21.53568528052520
2025-01-01 22.02841482103010
2025-02-01 21.61191690359540
2025-03-01 21.44350571505900
2025-04-01 21.28546215307130
2025-05-01 21.35318366839930
2025-06-01 21.00223217024530
2025-07-01 21.06537462021460
2025-08-01 20.65925923418180
2025-09-01 20.29738088660790
2025-10-01 20.21889091686040
2025-11-01 20.14254389124800
2025-12-01 20.16594964626930
2026-01-01 20.21465685010490
2026-02-01 20.39220212785700
2026-03-01 20.23340942363080
2026-04-01 20.35596570990330

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