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 2026-06-01
Last Updated 2026-07-22 10:43 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 7.44786592628215
1990-02-01 7.44442883947644
1990-03-01 7.73962162090658
1990-04-01 7.97283827634300
1990-05-01 7.90772631857054
1990-06-01 7.92222014175899
1990-07-01 8.30592168417611
1990-08-01 8.36518187312537
1990-09-01 8.45342304591055
1990-10-01 8.44309596141240
1990-11-01 8.51593372588802
1990-12-01 8.50404599403364
1991-01-01 8.94622066280084
1991-02-01 8.91714148903861
1991-03-01 9.02208945691364
1991-04-01 9.06351389091611
1991-05-01 9.30621788613083
1991-06-01 9.40125502345560
1991-07-01 9.53759027606508
1991-08-01 9.70819146242948
1991-09-01 10.19229254302300
1991-10-01 9.94907980185417
1991-11-01 10.20608228496190
1991-12-01 10.29986347470240
1992-01-01 10.03137111447820
1992-02-01 10.14924706144760
1992-03-01 10.18580791182110
1992-04-01 10.26418813323350
1992-05-01 10.40370249868400
1992-06-01 10.07791724467810
1992-07-01 11.19145373636580
1992-08-01 11.08798472494390
1992-09-01 11.46508286550260
1992-10-01 11.15385153638480
1992-11-01 11.08093770640300
1992-12-01 11.15455193431050
1993-01-01 11.32033052852780
1993-02-01 11.65815542685370
1993-03-01 11.83278607437470
1993-04-01 12.16835345599480
1993-05-01 12.42612237239110
1993-06-01 12.57652865508520
1993-07-01 12.62928950668300
1993-08-01 12.76593794789170
1993-09-01 12.97459236223880
1993-10-01 13.06289283271430
1993-11-01 12.92559864614620
1993-12-01 13.30458478058850
1994-01-01 13.41074125272470
1994-02-01 13.35789122212220
1994-03-01 13.49952262230640
1994-04-01 13.55207031708150
1994-05-01 13.55121610040330
1994-06-01 13.79314052070450
1994-07-01 13.43684475315200
1994-08-01 13.64700904270160
1994-09-01 14.00080874147980
1994-10-01 14.37533318650970
1994-11-01 14.86123338774310
1994-12-01 14.93362087732970
1995-01-01 15.80857443310570
1995-02-01 15.90462448460260
1995-03-01 16.18574549016260
1995-04-01 16.21416416259280
1995-05-01 16.58284005674010
1995-06-01 16.71161300795980
1995-07-01 16.99458772329130
1995-08-01 17.18848649743070
1995-09-01 17.61576815697470
1995-10-01 17.89385003743690
1995-11-01 18.01140889159490
1995-12-01 18.41381873445500
1996-01-01 18.30720379512430
1996-02-01 18.69832150684360
1996-03-01 19.01767911300150
1996-04-01 18.45754151340230
1996-05-01 18.85668112671510
1996-06-01 19.12325235120100
1996-07-01 20.32390991637000
1996-08-01 20.49205949921440
1996-09-01 20.48710328069230
1996-10-01 20.81340835429330
1996-11-01 21.40374526994260
1996-12-01 21.60915271423000
1997-01-01 20.25770608723450
1997-02-01 20.74419860799350
1997-03-01 20.87273366813780
1997-04-01 21.59815479431400
1997-05-01 21.58386337745410
1997-06-01 21.91869781906250
1997-07-01 22.14905351785280
1997-08-01 22.03443258953540
1997-09-01 22.59021202830280
1997-10-01 23.23861745810320
1997-11-01 23.83820430987570
1997-12-01 24.03689670777350
1998-01-01 24.23590986984010
1998-02-01 24.14072621007120
1998-03-01 24.36069663183470
1998-04-01 24.31885064652120
1998-05-01 24.27268814198360
1998-06-01 24.59223359937440
1998-07-01 25.10730712297390
1998-08-01 24.75519005742980
1998-09-01 24.84369790630000
1998-10-01 25.03765700454920
1998-11-01 25.09163099813500
1998-12-01 25.16452633981940
1999-01-01 26.23656522704640
1999-02-01 26.47103050959140
1999-03-01 26.72193149612830
1999-04-01 27.15272234867600
1999-05-01 27.68699055328390
1999-06-01 28.46293660808220
1999-07-01 27.69228181688250
1999-08-01 27.67194605401470
1999-09-01 27.55041022445760
1999-10-01 27.02709342819620
1999-11-01 27.53606012370250
1999-12-01 27.61539023203270
2000-01-01 27.71591119855330
2000-02-01 28.29986979023750
2000-03-01 30.44508680226150
2000-04-01 31.29451096273560
2000-05-01 31.02620835854890
2000-06-01 30.64967267900930
2000-07-01 30.41723968166250
2000-08-01 30.32238479359710
2000-09-01 30.35646652009310
2000-10-01 29.40317443849960
2000-11-01 29.64949280312240
2000-12-01 29.66217827962550
2001-01-01 27.49267103354130
2001-02-01 28.66853614823940
2001-03-01 28.50049848114540
2001-04-01 28.56382313067420
2001-05-01 28.60801199848130
2001-06-01 28.87357619604260
2001-07-01 28.85420134380240
2001-08-01 29.41435340932820
2001-09-01 29.18784612045330
2001-10-01 29.59419504025860
2001-11-01 29.43605598922240
2001-12-01 29.39451215135530
2002-01-01 29.02733517535710
2002-02-01 28.87949726027520
2002-03-01 28.82175222052620
2002-04-01 28.83606599797400
2002-05-01 28.62715795595510
2002-06-01 28.80894664742900
2002-07-01 29.29596617221510
2002-08-01 29.15052009973350
2002-09-01 29.18586084106380
2002-10-01 28.90475505746610
2002-11-01 28.80124858305780
2002-12-01 28.40215703183650
2003-01-01 26.42593057686600
2003-02-01 26.11712648361360
2003-03-01 26.32059529901320
2003-04-01 26.23872015148450
2003-05-01 25.86956927675230
2003-06-01 25.64091390698100
2003-07-01 25.13987456283530
2003-08-01 25.01589121026450
2003-09-01 25.20163804858540
2003-10-01 25.15689937685880
2003-11-01 25.15051966458660
2003-12-01 25.10096337265520
2004-01-01 25.37485083949210
2004-02-01 25.61627830313980
2004-03-01 25.75253916309100
2004-04-01 26.17190601628970
2004-05-01 25.80837375227260
2004-06-01 25.34677248176900
2004-07-01 25.69667081370960
2004-08-01 25.67585691751950
2004-09-01 25.72465381594400
2004-10-01 26.14246551016160
2004-11-01 25.87668732809140
2004-12-01 25.95245772840510
2005-01-01 28.93982970765900
2005-02-01 29.11677445730280
2005-03-01 29.51574624131740
2005-04-01 29.24647237005260
2005-05-01 29.31049902303660
2005-06-01 29.46784758795660
2005-07-01 30.05189026250490
2005-08-01 30.01972320379570
2005-09-01 29.91955119006120
2005-10-01 30.03189955028840
2005-11-01 30.18546701612140
2005-12-01 30.76390232709890
2006-01-01 31.11324023915150
2006-02-01 31.47001496532670
2006-03-01 31.52699801284250
2006-04-01 31.61676434545030
2006-05-01 31.61008910612640
2006-06-01 32.08007674887540
2006-07-01 31.41259554791460
2006-08-01 31.65767922414380
2006-09-01 31.80849215735420
2006-10-01 31.68609609961010
2006-11-01 32.09719074059370
2006-12-01 31.82544599513970
2007-01-01 32.50964867942930
2007-02-01 32.26668862443270
2007-03-01 31.84800877658700
2007-04-01 31.68278515551160
2007-05-01 32.00114224501370
2007-06-01 32.60230484150980
2007-07-01 33.28689230692860
2007-08-01 32.83191740024120
2007-09-01 32.76688148696430
2007-10-01 32.69603532476660
2007-11-01 33.01352827146840
2007-12-01 32.97783207776370
2008-01-01 32.47963898331800
2008-02-01 32.39552475334260
2008-03-01 32.77416515445280
2008-04-01 32.61379319162440
2008-05-01 33.23240117057480
2008-06-01 32.95591748747910
2008-07-01 33.77276518341510
2008-08-01 33.94308714224870
2008-09-01 33.81536318967340
2008-10-01 33.52066343299050
2008-11-01 33.42680848901770
2008-12-01 32.80685849145660
2009-01-01 33.16052777683580
2009-02-01 33.15518242853990
2009-03-01 33.16267616661190
2009-04-01 33.55408026842040
2009-05-01 33.49217352586640
2009-06-01 33.47188913329290
2009-07-01 32.96434637704090
2009-08-01 32.95253841461810
2009-09-01 33.05289534901850
2009-10-01 33.36249235350100
2009-11-01 33.42020995677650
2009-12-01 33.75969682180970
2010-01-01 33.81757785519560
2010-02-01 34.11079800677540
2010-03-01 34.76475121524860
2010-04-01 34.01463333537940
2010-05-01 34.12351411778290
2010-06-01 33.92062125872350
2010-07-01 33.25629926178340
2010-08-01 32.53009148523580
2010-09-01 31.88912351495080
2010-10-01 31.93368889405270
2010-11-01 31.86620465476590
2010-12-01 32.41367448916660
2011-01-01 32.47965011986310
2011-02-01 32.27250111517910
2011-03-01 32.19723677372990
2011-04-01 32.33830333487740
2011-05-01 32.07712943936830
2011-06-01 32.16640872616570
2011-07-01 32.86295324163140
2011-08-01 32.95993193821110
2011-09-01 33.40159992427570
2011-10-01 33.69726109185010
2011-11-01 33.47061462842210
2011-12-01 33.28803179094610
2012-01-01 33.01456780641100
2012-02-01 32.82405469840170
2012-03-01 33.58658340928400
2012-04-01 33.40412024669610
2012-05-01 33.15323792531760
2012-06-01 33.20542531038880
2012-07-01 33.05673280419920
2012-08-01 33.25003897632070
2012-09-01 33.12336092038490
2012-10-01 33.04426638889330
2012-11-01 33.05868342987690
2012-12-01 32.85380086064810
2013-01-01 33.28174250501230
2013-02-01 33.58406242151580
2013-03-01 33.80381256173680
2013-04-01 33.78163518450030
2013-05-01 34.08452953688610
2013-06-01 34.92688850240900
2013-07-01 35.54243371333120
2013-08-01 36.01021408611930
2013-09-01 36.94473288881570
2013-10-01 36.64978531636010
2013-11-01 37.08798413354420
2013-12-01 37.15978390799980
2014-01-01 37.22907813680850
2014-02-01 37.28948150284390
2014-03-01 37.63459723118510
2014-04-01 38.14149468244450
2014-05-01 38.78452012492640
2014-06-01 39.11332551311760
2014-07-01 39.51149849092890
2014-08-01 39.97274739649460
2014-09-01 40.28745645556690
2014-10-01 40.51014749293130
2014-11-01 40.79745736561920
2014-12-01 40.87546331581140
2015-01-01 41.48316109245420
2015-02-01 40.86185299741050
2015-03-01 40.24624667371930
2015-04-01 40.73961738016890
2015-05-01 40.75463792127680
2015-06-01 40.67401072965770
2015-07-01 40.36236034354710
2015-08-01 40.14324409353880
2015-09-01 40.12553413148540
2015-10-01 40.65485859746220
2015-11-01 40.89076493785180
2015-12-01 40.62192849917080
2016-01-01 40.33093216642390
2016-02-01 40.39169902997400
2016-03-01 40.31945037297610
2016-04-01 40.88435783258830
2016-05-01 41.43964125986850
2016-06-01 41.11314313315650
2016-07-01 42.86471608921940
2016-08-01 43.11951376235390
2016-09-01 43.48079268469240
2016-10-01 43.51902042253720
2016-11-01 43.84423919980030
2016-12-01 43.80635349829440
2017-01-01 44.20210445182190
2017-02-01 44.24787446932890
2017-03-01 43.94673664103840
2017-04-01 43.57118476545950
2017-05-01 43.61732224594720
2017-06-01 43.43518225732170
2017-07-01 43.44082441735260
2017-08-01 43.36596997374400
2017-09-01 43.14412765126940
2017-10-01 42.92710362561690
2017-11-01 42.80500990039640
2017-12-01 43.06042170763340
2018-01-01 43.08480440706200
2018-02-01 43.20483121432820
2018-03-01 43.43768220838220
2018-04-01 43.56874135149000
2018-05-01 43.37954685672530
2018-06-01 43.41443770804420
2018-07-01 43.78499289352380
2018-08-01 44.09604341823040
2018-09-01 44.43753321196650
2018-10-01 44.84839446648360
2018-11-01 44.27180497469510
2018-12-01 44.15045977133960
2019-01-01 43.69437337013740
2019-02-01 43.69243141671390
2019-03-01 43.10292655098120
2019-04-01 43.04466171306460
2019-05-01 42.59685516253240
2019-06-01 42.59395007721010
2019-07-01 42.41250219455790
2019-08-01 41.32132258932000
2019-09-01 41.14712130430850
2019-10-01 40.90958070402870
2019-11-01 40.42974929880880
2019-12-01 39.84797253988560
2020-01-01 40.32210234788520
2020-02-01 39.77565825166780
2020-03-01 39.94434575605980
2020-04-01 38.01859052931240
2020-05-01 38.29224555295980
2020-06-01 37.63982343070170
2020-07-01 37.54608318046930
2020-08-01 37.47617720348940
2020-09-01 37.09541293555760
2020-10-01 36.97746877830250
2020-11-01 36.89174752332010
2020-12-01 37.03608179920950
2021-01-01 36.13985550387260
2021-02-01 35.56879753122430
2021-03-01 35.06571466330120
2021-04-01 34.47805137778300
2021-05-01 34.15420819410870
2021-06-01 33.90015191745440
2021-07-01 33.29956825670620
2021-08-01 33.04135135237530
2021-09-01 32.74048928562080
2021-10-01 32.58790303507280
2021-11-01 32.15602456815250
2021-12-01 31.60697548285810
2022-01-01 31.44400898618100
2022-02-01 31.63894962586690
2022-03-01 31.28267078630550
2022-04-01 31.14550901225460
2022-05-01 31.00082730654310
2022-06-01 30.45865491150070
2022-07-01 30.56072047872020
2022-08-01 30.02573057878470
2022-09-01 29.59384547275500
2022-10-01 28.89795648541460
2022-11-01 28.53598394958770
2022-12-01 28.37027334779250
2023-01-01 27.94589600795720
2023-02-01 27.59497652051780
2023-03-01 27.41468585797270
2023-04-01 26.99002750239420
2023-05-01 26.23238347109490
2023-06-01 26.14137218446040
2023-07-01 25.81860587411390
2023-08-01 25.12462519652620
2023-09-01 25.72905767245200
2023-10-01 26.40814258828070
2023-11-01 26.12820108519620
2023-12-01 26.01484731092850
2024-01-01 24.05034204017950
2024-02-01 23.64919065563020
2024-03-01 23.57178989021530
2024-04-01 23.22312485020090
2024-05-01 23.07070003503920
2024-06-01 23.11139125220970
2024-07-01 22.78577910180250
2024-08-01 22.84251731426410
2024-09-01 22.77207127879040
2024-10-01 22.27809802093830
2024-11-01 22.00313174692580
2024-12-01 21.55974690107690
2025-01-01 22.04343122275680
2025-02-01 21.62240682365800
2025-03-01 21.45188522796640
2025-04-01 21.26647399178290
2025-05-01 21.30947772924390
2025-06-01 20.98515903939220
2025-07-01 21.06707062526210
2025-08-01 20.65584503300100
2025-09-01 20.29796200745520
2025-10-01 20.22639826188320
2025-11-01 20.15985351690020
2025-12-01 20.19289165599170
2026-01-01 20.23642714881780
2026-02-01 20.40668619873320
2026-03-01 20.24531500305780
2026-04-01 20.43295627364560
2026-05-01 20.26136218502500
2026-06-01 20.06307683285440

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