Federal Reserve Economic Data: Your trusted data source since 1991

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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Professional and Business Services: Employment Services in Arizona
Series ID SMU04000006056130001SA
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 2024-05-01
Last Updated 2024-06-26 5:49 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 27.921711098011897
1990-02-01 27.798459452892300
1990-03-01 27.172751218407500
1990-04-01 26.277529605766800
1990-05-01 25.830202873816500
1990-06-01 26.067331936152800
1990-07-01 28.494963699127897
1990-08-01 27.924680639501200
1990-09-01 28.170499534717700
1990-10-01 28.243645837116198
1990-11-01 27.960494492769800
1990-12-01 27.099408964302000
1991-01-01 27.298550654920103
1991-02-01 27.047352554555000
1991-03-01 26.691327620974196
1991-04-01 27.256803823869100
1991-05-01 27.160624353074002
1991-06-01 26.889675635497200
1991-07-01 26.417192214288804
1991-08-01 27.494224941352800
1991-09-01 27.156712711628800
1991-10-01 26.395887901007200
1991-11-01 26.241320095193400
1991-12-01 25.580358361335698
1992-01-01 28.028482584320102
1992-02-01 28.346332986735000
1992-03-01 28.703364371705298
1992-04-01 29.335532222841100
1992-05-01 30.340718779676700
1992-06-01 30.823410466580800
1992-07-01 31.985077203643500
1992-08-01 32.154966419103104
1992-09-01 32.504014084990900
1992-10-01 33.138803333387400
1992-11-01 33.476902420977500
1992-12-01 33.402421845438400
1993-01-01 31.464405565506300
1993-02-01 32.284158681469606
1993-03-01 32.642209375859400
1993-04-01 33.055804230559300
1993-05-01 33.403578562019300
1993-06-01 33.900252862410200
1993-07-01 33.444640282249600
1993-08-01 33.617486570321105
1993-09-01 34.134347067271300
1993-10-01 34.628481536532000
1993-11-01 35.331266977921710
1993-12-01 36.726716989075200
1994-01-01 37.634609934840200
1994-02-01 38.657006455464504
1994-03-01 39.061615449061100
1994-04-01 41.289307476382800
1994-05-01 40.764266357891294
1994-06-01 41.346576786250900
1994-07-01 42.965793368884790
1994-08-01 43.600941630998200
1994-09-01 43.949656591439000
1994-10-01 44.167302172832606
1994-11-01 46.012624824609496
1994-12-01 46.758058468376504
1995-01-01 49.054766560955600
1995-02-01 50.383795132219106
1995-03-01 50.725070865127500
1995-04-01 50.373489420191405
1995-05-01 50.500279663516700
1995-06-01 51.284595586527790
1995-07-01 51.742785666232100
1995-08-01 52.399809592226400
1995-09-01 53.331869995214994
1995-10-01 55.797247145794000
1995-11-01 56.988779924386100
1995-12-01 57.799744123938000
1996-01-01 65.036416697566210
1996-02-01 65.413995322818400
1996-03-01 65.698880310741900
1996-04-01 64.409860265400300
1996-05-01 66.435978205414000
1996-06-01 67.575888912048700
1996-07-01 68.201022596773200
1996-08-01 68.385420524080700
1996-09-01 69.454904717762900
1996-10-01 70.243037038527600
1996-11-01 71.668839812835200
1996-12-01 71.518029968644200
1997-01-01 71.768838815064800
1997-02-01 73.469996753522790
1997-03-01 73.039838765718100
1997-04-01 76.622311442310090
1997-05-01 78.272110410104590
1997-06-01 79.081756635251100
1997-07-01 80.284485828430200
1997-08-01 82.142260828038090
1997-09-01 83.029233138665700
1997-10-01 84.047517067551500
1997-11-01 84.602188541175900
1997-12-01 85.988540567419210
1998-01-01 82.048797957021000
1998-02-01 82.795601328263900
1998-03-01 84.046649712401900
1998-04-01 84.017233592954080
1998-05-01 85.292187898071090
1998-06-01 86.411352664874600
1998-07-01 86.879058371696090
1998-08-01 88.055759728323500
1998-09-01 88.277764307592500
1998-10-01 89.404552073426590
1998-11-01 91.242921339859900
1998-12-01 92.196992924094700
1999-01-01 92.521177865367290
1999-02-01 95.293334134368800
1999-03-01 95.747794086422190
1999-04-01 97.824246968151300
1999-05-01 98.734671410668200
1999-06-01 99.714969124801710
1999-07-01 102.060439962812000
1999-08-01 103.021186283124010
1999-09-01 104.380557640256000
1999-10-01 103.391261938465010
1999-11-01 104.721192053831000
1999-12-01 105.352965302717990
2000-01-01 106.185855372978990
2000-02-01 106.454646463579010
2000-03-01 107.699714627281000
2000-04-01 107.183828654080000
2000-05-01 110.737597114157010
2000-06-01 107.978863149658000
2000-07-01 106.229836073888000
2000-08-01 107.324265614929000
2000-09-01 107.455381376199000
2000-10-01 107.214062449602000
2000-11-01 107.003956290757000
2000-12-01 106.759335612740000
2001-01-01 105.412600797858000
2001-02-01 104.806227506841000
2001-03-01 104.896108970897000
2001-04-01 101.802878436667000
2001-05-01 100.089360567927000
2001-06-01 99.217369412310600
2001-07-01 97.385610289008500
2001-08-01 96.271519809167500
2001-09-01 96.184560597060200
2001-10-01 94.357198958376900
2001-11-01 92.387024420010500
2001-12-01 91.924485471964910
2002-01-01 93.851052865424900
2002-02-01 93.733361246866210
2002-03-01 94.654690998014300
2002-04-01 95.570317582234990
2002-05-01 95.536630322551800
2002-06-01 94.973554864057290
2002-07-01 94.779658564008100
2002-08-01 95.054595770906600
2002-09-01 93.705084695741800
2002-10-01 93.530664264078710
2002-11-01 94.807830845135900
2002-12-01 94.197607329033420
2003-01-01 95.883859472435920
2003-02-01 96.693583852154190
2003-03-01 97.231872336187800
2003-04-01 97.422449744250410
2003-05-01 98.711707143583800
2003-06-01 98.361752150672590
2003-07-01 99.208964276120200
2003-08-01 99.136849440338710
2003-09-01 100.687199162313010
2003-10-01 102.042466046190000
2003-11-01 100.857305763603000
2003-12-01 101.960340690347010
2004-01-01 102.407127246530000
2004-02-01 101.060711115144000
2004-03-01 101.151886541903000
2004-04-01 104.359389705811010
2004-05-01 105.446195608609000
2004-06-01 107.536988569613000
2004-07-01 109.874282270611000
2004-08-01 108.949336420351000
2004-09-01 110.102733442661990
2004-10-01 112.870351057596000
2004-11-01 113.330379915035990
2004-12-01 114.892353322334000
2005-01-01 114.545978020195010
2005-02-01 115.227472323023000
2005-03-01 115.966299084935000
2005-04-01 119.227609521032010
2005-05-01 119.124207036099000
2005-06-01 119.899204495498010
2005-07-01 122.162602135389990
2005-08-01 122.709365015517010
2005-09-01 124.164166964712010
2005-10-01 120.753565625870000
2005-11-01 121.641180364791000
2005-12-01 121.360003325571000
2006-01-01 121.798148498313990
2006-02-01 123.944182143363990
2006-03-01 123.901157020837000
2006-04-01 123.749380592885000
2006-05-01 125.076520969549010
2006-06-01 125.970681364461000
2006-07-01 124.927339625788010
2006-08-01 125.106049886711000
2006-09-01 126.252160987091000
2006-10-01 123.997670660188000
2006-11-01 123.644695420860000
2006-12-01 122.960437821841000
2007-01-01 121.510779003563000
2007-02-01 121.081862489098000
2007-03-01 121.854867967540000
2007-04-01 119.764322096220000
2007-05-01 119.952750391777000
2007-06-01 119.750983647250990
2007-07-01 119.762367734955000
2007-08-01 119.677578621809000
2007-09-01 119.756707813001000
2007-10-01 119.379322401880000
2007-11-01 119.222338530716000
2007-12-01 116.780213567256000
2008-01-01 117.508508224339010
2008-02-01 116.341885566034000
2008-03-01 113.302201408167990
2008-04-01 111.540928840377000
2008-05-01 109.154857331403010
2008-06-01 107.177225791685000
2008-07-01 105.322937193483010
2008-08-01 104.848945402447000
2008-09-01 102.713146303511010
2008-10-01 99.415468471787420
2008-11-01 96.503103262226500
2008-12-01 94.007102420418000
2009-01-01 91.412292239136500
2009-02-01 88.643122432325210
2009-03-01 86.011297866055910
2009-04-01 84.414121927062410
2009-05-01 83.096974413669800
2009-06-01 81.896655708311700
2009-07-01 82.427622344748300
2009-08-01 79.735271387982900
2009-09-01 80.600808831854700
2009-10-01 82.481483252945600
2009-11-01 83.374544856370590
2009-12-01 82.063102173405910
2010-01-01 81.969111788596100
2010-02-01 81.025133884982210
2010-03-01 82.100413058769900
2010-04-01 83.548284909502500
2010-05-01 82.880337642145100
2010-06-01 82.516975412540700
2010-07-01 81.642630333944600
2010-08-01 81.368588502560090
2010-09-01 81.553742650031990
2010-10-01 83.278770056821200
2010-11-01 82.645889333111300
2010-12-01 83.628431232118900
2011-01-01 83.880222890308290
2011-02-01 85.723237595362800
2011-03-01 85.699817266535300
2011-04-01 85.392347829230200
2011-05-01 84.400234310618090
2011-06-01 83.910579848381400
2011-07-01 85.225826429222200
2011-08-01 84.702334199680790
2011-09-01 85.228750122568500
2011-10-01 84.572775645350500
2011-11-01 84.995710075441210
2011-12-01 86.300146637637000
2012-01-01 87.038425019970200
2012-02-01 88.303553318999800
2012-03-01 88.457976550044590
2012-04-01 88.647711851649920
2012-05-01 89.261716009142700
2012-06-01 91.072258154971900
2012-07-01 90.957569027372400
2012-08-01 92.577967476933300
2012-09-01 92.532394027612800
2012-10-01 90.822780682248310
2012-11-01 92.681282749036710
2012-12-01 93.174080830858400
2013-01-01 94.319963094111290
2013-02-01 92.596265625788290
2013-03-01 93.630008091641780
2013-04-01 93.956233908978590
2013-05-01 95.533703906246090
2013-06-01 96.055118525412710
2013-07-01 96.307029363066010
2013-08-01 95.987617754943900
2013-09-01 93.745000339402800
2013-10-01 94.879548015532000
2013-11-01 97.685275808143000
2013-12-01 97.355131946376590
2014-01-01 92.177477363307700
2014-02-01 91.514508539847910
2014-03-01 91.982261302198080
2014-04-01 92.616229034589500
2014-05-01 93.489270582381000
2014-06-01 94.068317562634700
2014-07-01 93.129607828547590
2014-08-01 94.160813918972300
2014-09-01 94.600347022805200
2014-10-01 94.945102211214690
2014-11-01 96.771890463106100
2014-12-01 96.969141911299000
2015-01-01 96.652591705790100
2015-02-01 97.240845806874790
2015-03-01 96.925988515739590
2015-04-01 97.366484019322700
2015-05-01 97.482866228668000
2015-06-01 97.246976276290100
2015-07-01 98.973774689714500
2015-08-01 98.572443750176790
2015-09-01 99.691018783183810
2015-10-01 101.413172796532000
2015-11-01 102.844507388765000
2015-12-01 102.535668645134000
2016-01-01 99.910837182828200
2016-02-01 99.870313740166100
2016-03-01 100.106476500032000
2016-04-01 99.943588129459400
2016-05-01 99.317095718908800
2016-06-01 97.605419101309580
2016-07-01 100.413832239161000
2016-08-01 100.518181055196000
2016-09-01 101.791833077096000
2016-10-01 101.215747901931000
2016-11-01 98.165512248441000
2016-12-01 96.927511020026400
2017-01-01 98.783804980830000
2017-02-01 97.577133303910600
2017-03-01 97.498862903147700
2017-04-01 99.545413138978290
2017-05-01 99.933244620753800
2017-06-01 98.700775809096510
2017-07-01 97.758835854164700
2017-08-01 98.048651794996910
2017-09-01 100.242772855760990
2017-10-01 98.830784224171910
2017-11-01 98.762213734997000
2017-12-01 99.263764906803400
2018-01-01 99.846678256200190
2018-02-01 101.334810933066010
2018-03-01 102.033877968081000
2018-04-01 101.083571723991000
2018-05-01 101.852811625169000
2018-06-01 102.890734000962010
2018-07-01 103.250274263822000
2018-08-01 103.299762918113000
2018-09-01 103.993515635480990
2018-10-01 103.169722898871000
2018-11-01 103.897344343567010
2018-12-01 104.288173636798000
2019-01-01 103.659808055888000
2019-02-01 103.658451492842000
2019-03-01 104.799496907038000
2019-04-01 105.390601061405000
2019-05-01 105.523581534557000
2019-06-01 107.721446741091000
2019-07-01 109.321055989796010
2019-08-01 108.596006503489000
2019-09-01 109.562693318236010
2019-10-01 109.877952015805000
2019-11-01 111.744191106191010
2019-12-01 112.464010998468000
2020-01-01 112.245527438955010
2020-02-01 110.934387880723000
2020-03-01 109.645915427488000
2020-04-01 92.856937352564420
2020-05-01 100.514433156816010
2020-06-01 102.668370165589010
2020-07-01 95.118537767048900
2020-08-01 97.194126196898990
2020-09-01 97.259361865394400
2020-10-01 100.053867096490990
2020-11-01 100.403856209347990
2020-12-01 101.612439985236000
2021-01-01 103.735930675476000
2021-02-01 105.935158737339990
2021-03-01 106.709868947409990
2021-04-01 105.216431056582000
2021-05-01 106.512364471374000
2021-06-01 105.020358915292000
2021-07-01 105.082777999405000
2021-08-01 105.913488614300010
2021-09-01 106.815253213140000
2021-10-01 110.695222199985010
2021-11-01 110.992755661938990
2021-12-01 111.892463874133000
2022-01-01 111.458437606810000
2022-02-01 113.198682252022990
2022-03-01 112.560861232637010
2022-04-01 115.756949359395010
2022-05-01 115.960950897953000
2022-06-01 115.603368050823010
2022-07-01 115.685117688543000
2022-08-01 115.975512764250000
2022-09-01 116.762919957866000
2022-10-01 115.379686595365020
2022-11-01 114.305341820109000
2022-12-01 114.539901882950000
2023-01-01 115.344556047583010
2023-02-01 117.545026582400000
2023-03-01 115.872964439470010
2023-04-01 114.122753623601000
2023-05-01 112.876938656772990
2023-06-01 111.816004197714010
2023-07-01 105.943680223897000
2023-08-01 106.590089358624000
2023-09-01 107.689116934405990
2023-10-01 104.703521940912000
2023-11-01 105.085119840633000
2023-12-01 103.878813385293000
2024-01-01 105.199408790421000
2024-02-01 105.089720645806010
2024-03-01 107.323453653769000
2024-04-01 110.062729268368000
2024-05-01 109.353555631023010

Subscribe to the FRED newsletter


Follow us

Back to Top