Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Arizona

Title All Employees: Education and Health Services: Social Assistance in Arizona
Series ID SMU04000006562400001SA
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 2024-11-01
Last Updated 2024-12-21 6:07 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 14.694734686092598
1990-02-01 14.834344687445300
1990-03-01 14.884841441386499
1990-04-01 14.919671586618900
1990-05-01 15.023856375663199
1990-06-01 15.327195607626901
1990-07-01 15.020355695379500
1990-08-01 15.006891588180402
1990-09-01 15.157617322063698
1990-10-01 15.616829050017000
1990-11-01 15.487258368213300
1990-12-01 15.516923761474900
1991-01-01 16.018943319655400
1991-02-01 15.931164257738400
1991-03-01 16.076880844048600
1991-04-01 16.004218652371097
1991-05-01 16.016411527402898
1991-06-01 16.221492100767000
1991-07-01 16.349033736570803
1991-08-01 16.436165006392700
1991-09-01 16.351372980191500
1991-10-01 16.307253684240802
1991-11-01 16.372675294760900
1991-12-01 16.405742449124000
1992-01-01 16.326573934878100
1992-02-01 16.421546620004100
1992-03-01 16.370798956284098
1992-04-01 16.698541963314600
1992-05-01 16.828315391382400
1992-06-01 16.734918101091900
1992-07-01 17.486810393331900
1992-08-01 17.658461330503698
1992-09-01 17.441513059645300
1992-10-01 17.294070012346300
1992-11-01 17.239915184429900
1992-12-01 17.185529883577900
1993-01-01 17.358221522195002
1993-02-01 17.298969916090602
1993-03-01 17.359391264906900
1993-04-01 17.392008809870900
1993-05-01 17.443780127145800
1993-06-01 17.564978974652100
1993-07-01 17.524399318401400
1993-08-01 17.354347911669700
1993-09-01 17.932970582764700
1993-10-01 17.878451979379800
1993-11-01 17.904704181991500
1993-12-01 17.863304476806300
1994-01-01 17.863353206159800
1994-02-01 17.868343589724397
1994-03-01 17.839586764861800
1994-04-01 17.987552690152800
1994-05-01 17.969840974990102
1994-06-01 18.115908102077398
1994-07-01 18.064670985164300
1994-08-01 18.281557595568400
1994-09-01 18.428894218607800
1994-10-01 18.568848123270897
1994-11-01 18.666824473931698
1994-12-01 18.839560643103500
1995-01-01 18.760081742441700
1995-02-01 19.031589509709200
1995-03-01 19.206373264989900
1995-04-01 19.176855540924300
1995-05-01 19.372019412678600
1995-06-01 19.579524278222102
1995-07-01 19.819701933664000
1995-08-01 19.930759605048700
1995-09-01 19.729949155373200
1995-10-01 20.558626533591198
1995-11-01 20.433272390749200
1995-12-01 20.517062858201200
1996-01-01 20.348961237803604
1996-02-01 20.697541136880100
1996-03-01 20.765601405229500
1996-04-01 20.863102811050100
1996-05-01 20.972691740294900
1996-06-01 20.538366716091698
1996-07-01 21.048405427938000
1996-08-01 21.364322900398700
1996-09-01 21.249441311835900
1996-10-01 21.361138790915500
1996-11-01 21.415258308409600
1996-12-01 21.496564872740100
1997-01-01 21.724560379260502
1997-02-01 21.778566893352604
1997-03-01 21.848142522007000
1997-04-01 22.055326430028100
1997-05-01 21.962984172966700
1997-06-01 21.977425479709200
1997-07-01 22.282639494966700
1997-08-01 22.252567903462200
1997-09-01 22.685673766803200
1997-10-01 22.459367311455804
1997-11-01 22.710613297598700
1997-12-01 22.879011401226602
1998-01-01 23.202131186226800
1998-02-01 23.175823155760103
1998-03-01 23.347633508309997
1998-04-01 23.141927351511900
1998-05-01 23.354251677899605
1998-06-01 23.177895448864800
1998-07-01 23.519578120143600
1998-08-01 23.508836278122303
1998-09-01 24.138407787349898
1998-10-01 24.065704904976300
1998-11-01 24.117258811288200
1998-12-01 24.063789896362000
1999-01-01 24.175205451894698
1999-02-01 24.378304839822302
1999-03-01 24.456292560578000
1999-04-01 25.037570852859997
1999-05-01 24.836626001136104
1999-06-01 25.959932705060200
1999-07-01 25.906551448735600
1999-08-01 25.437528224751603
1999-09-01 25.692066985356604
1999-10-01 25.866046366480500
1999-11-01 25.923157611030700
1999-12-01 26.151426963566200
2000-01-01 26.176688558629200
2000-02-01 26.171543179307400
2000-03-01 26.270197555828300
2000-04-01 26.341155388017600
2000-05-01 26.415122005687800
2000-06-01 26.630934797166500
2000-07-01 26.571910217330700
2000-08-01 26.828436025667700
2000-09-01 26.724068882984902
2000-10-01 26.888414147258896
2000-11-01 26.847116500219897
2000-12-01 26.959559726881900
2001-01-01 26.548552352301996
2001-02-01 26.665659084364900
2001-03-01 26.778154294451700
2001-04-01 27.063786244368000
2001-05-01 27.099121242431103
2001-06-01 27.528694254520804
2001-07-01 27.967713817072898
2001-08-01 27.909692918098700
2001-09-01 27.719826667101200
2001-10-01 27.899094051694302
2001-11-01 28.076794495099396
2001-12-01 28.284831165477400
2002-01-01 28.931984879917900
2002-02-01 28.660558982978703
2002-03-01 28.678186165057397
2002-04-01 28.461588999587600
2002-05-01 28.566519401557997
2002-06-01 28.457149685888600
2002-07-01 28.327837848548302
2002-08-01 28.420125000231298
2002-09-01 28.567096102826000
2002-10-01 28.823601934566497
2002-11-01 29.115443336954797
2002-12-01 29.110557514680000
2003-01-01 29.388668438890200
2003-02-01 29.569342333041500
2003-03-01 29.559855358642697
2003-04-01 29.871266577243300
2003-05-01 30.024725585257300
2003-06-01 29.719766436295000
2003-07-01 30.004030695639702
2003-08-01 30.289684310711102
2003-09-01 30.195810516721203
2003-10-01 29.917395126046700
2003-11-01 29.926838156436400
2003-12-01 29.925467630524900
2004-01-01 30.271710076274200
2004-02-01 30.092742150192600
2004-03-01 30.256273721911697
2004-04-01 29.979537466776400
2004-05-01 29.908500615102400
2004-06-01 30.072751734048700
2004-07-01 30.322921534475004
2004-08-01 30.501272327135702
2004-09-01 30.417271276852798
2004-10-01 30.508220490057500
2004-11-01 30.232763796630300
2004-12-01 30.201770333936000
2005-01-01 30.373922608626600
2005-02-01 30.317971072366200
2005-03-01 30.458594827271600
2005-04-01 30.688319068326300
2005-05-01 30.898148499474804
2005-06-01 30.819890968350300
2005-07-01 30.525406913329200
2005-08-01 30.720549699122802
2005-09-01 30.959061909456600
2005-10-01 30.886526290639300
2005-11-01 31.013948941303500
2005-12-01 31.253910123834800
2006-01-01 31.201183091027500
2006-02-01 31.341361304061800
2006-03-01 31.575989698204500
2006-04-01 31.795172637880203
2006-05-01 32.003689618601400
2006-06-01 32.146246078006900
2006-07-01 32.460946343735100
2006-08-01 32.524900601713100
2006-09-01 32.818926560088000
2006-10-01 33.284481319623104
2006-11-01 33.685055902238496
2006-12-01 34.178106036023600
2007-01-01 33.242189815972196
2007-02-01 33.946035901474000
2007-03-01 34.182920519374700
2007-04-01 34.103166321065100
2007-05-01 34.108418484115504
2007-06-01 34.384736643344200
2007-07-01 34.486283362578504
2007-08-01 34.403230805978700
2007-09-01 34.815993936581900
2007-10-01 34.884513015669306
2007-11-01 34.843732561300700
2007-12-01 35.130607476654895
2008-01-01 34.866107292367104
2008-02-01 35.450416457348204
2008-03-01 35.412762290052900
2008-04-01 35.709731171193300
2008-05-01 35.917677715326500
2008-06-01 35.818097909939700
2008-07-01 35.778430995762800
2008-08-01 36.059090396566500
2008-09-01 36.227872671745100
2008-10-01 35.891101144402600
2008-11-01 36.225746182654100
2008-12-01 36.205347206349600
2009-01-01 36.471272356866000
2009-02-01 36.454560138162200
2009-03-01 36.140486370237500
2009-04-01 36.505969700570500
2009-05-01 36.632419746168500
2009-06-01 37.063825387143800
2009-07-01 37.165019413808900
2009-08-01 37.402070515375705
2009-09-01 37.152730829593500
2009-10-01 37.285632549921296
2009-11-01 37.415007302878200
2009-12-01 37.510550879465605
2010-01-01 37.553727005162100
2010-02-01 37.583656241232700
2010-03-01 37.665898260052200
2010-04-01 37.477890997348500
2010-05-01 37.441424876831604
2010-06-01 37.392307759805700
2010-07-01 37.512170733975104
2010-08-01 37.661360905414100
2010-09-01 37.584335817122800
2010-10-01 37.678336893987200
2010-11-01 37.711087127081000
2010-12-01 37.841914349811200
2011-01-01 37.731338357118300
2011-02-01 37.816014798864295
2011-03-01 37.890137176717700
2011-04-01 38.232896160549600
2011-05-01 38.637676514663700
2011-06-01 38.535445920385900
2011-07-01 38.772074131422900
2011-08-01 38.847568267021200
2011-09-01 39.123688923859504
2011-10-01 39.352189525562500
2011-11-01 39.481578625435600
2011-12-01 39.772679198075500
2012-01-01 40.234179132048500
2012-02-01 40.437622354791300
2012-03-01 40.709321573443106
2012-04-01 40.770625249981200
2012-05-01 40.922329250977995
2012-06-01 41.081602947655100
2012-07-01 40.845462442398290
2012-08-01 41.271354533589500
2012-09-01 41.569822303123296
2012-10-01 42.006752092833900
2012-11-01 41.842966579400200
2012-12-01 42.004388590577100
2013-01-01 41.641197960823796
2013-02-01 41.925940436662900
2013-03-01 42.229074177057290
2013-04-01 42.423844852186704
2013-05-01 42.304751755747300
2013-06-01 42.500668906278700
2013-07-01 42.746267740301600
2013-08-01 42.917925938547704
2013-09-01 43.222409367859200
2013-10-01 42.773214686999800
2013-11-01 43.100591733719206
2013-12-01 43.117387295406296
2014-01-01 43.562229936405100
2014-02-01 43.795278791437700
2014-03-01 44.033395271987104
2014-04-01 44.593097675950300
2014-05-01 45.082404464269000
2014-06-01 44.904072032110100
2014-07-01 46.178064703647095
2014-08-01 46.572551982881606
2014-09-01 46.993457571088600
2014-10-01 47.550500518730710
2014-11-01 47.838720446092610
2014-12-01 48.201624567211700
2015-01-01 48.685362884605400
2015-02-01 49.353265336541400
2015-03-01 49.506667795486200
2015-04-01 49.960334760070890
2015-05-01 50.446067658215200
2015-06-01 50.717235018487100
2015-07-01 51.133394867232700
2015-08-01 51.536491759781200
2015-09-01 52.085114311063200
2015-10-01 52.937109611064300
2015-11-01 53.190653360589400
2015-12-01 53.472908430762610
2016-01-01 53.584144867833610
2016-02-01 53.894031196009905
2016-03-01 54.684288481394700
2016-04-01 54.558668441334800
2016-05-01 54.738286627674400
2016-06-01 54.880415413901794
2016-07-01 54.947689062510904
2016-08-01 55.409576437992200
2016-09-01 55.573978210950095
2016-10-01 55.742878520902200
2016-11-01 56.076996067918200
2016-12-01 56.360323255599600
2017-01-01 56.113890179927200
2017-02-01 56.444256356169700
2017-03-01 56.601850371482500
2017-04-01 56.404900193884100
2017-05-01 56.577143112003500
2017-06-01 57.111905689329994
2017-07-01 56.116879865751000
2017-08-01 56.345695338731204
2017-09-01 56.922647973011100
2017-10-01 56.949834285144900
2017-11-01 57.181390377673900
2017-12-01 57.631646961235800
2018-01-01 58.130910827164200
2018-02-01 58.331026132882390
2018-03-01 59.053959054558106
2018-04-01 59.263732023760010
2018-05-01 59.548647654574005
2018-06-01 59.970035733380300
2018-07-01 60.188621632720206
2018-08-01 60.335821938589200
2018-09-01 60.451164421610095
2018-10-01 60.724341942110996
2018-11-01 60.456299249568700
2018-12-01 60.900610819682600
2019-01-01 61.841610019631396
2019-02-01 62.240401438003396
2019-03-01 62.476576325868700
2019-04-01 62.861325765371504
2019-05-01 62.932701430388300
2019-06-01 63.574107523090000
2019-07-01 63.712872304844500
2019-08-01 63.650360312718604
2019-09-01 63.634688884688300
2019-10-01 63.761786401370294
2019-11-01 64.103520136210600
2019-12-01 64.266931424543200
2020-01-01 64.815924330561900
2020-02-01 65.074410505157100
2020-03-01 64.822055163653600
2020-04-01 57.803214942653000
2020-05-01 59.161589814186705
2020-06-01 60.759200922173000
2020-07-01 60.019411345457500
2020-08-01 60.845652065065700
2020-09-01 61.776860190041800
2020-10-01 62.370573357999895
2020-11-01 62.878832643781200
2020-12-01 63.673557915474900
2021-01-01 63.034603323345500
2021-02-01 63.814167583691905
2021-03-01 64.482755198596410
2021-04-01 64.518910735706000
2021-05-01 64.332517259600410
2021-06-01 64.212916770224710
2021-07-01 64.208260213166500
2021-08-01 64.313094939768490
2021-09-01 64.100335125308600
2021-10-01 64.485440159179400
2021-11-01 64.539853417267300
2021-12-01 64.767692276731100
2022-01-01 65.217957241879390
2022-02-01 65.664384993177010
2022-03-01 65.888036922791900
2022-04-01 66.314783472051000
2022-05-01 68.386781967961300
2022-06-01 67.663693283323000
2022-07-01 69.093728349062390
2022-08-01 69.896203097963890
2022-09-01 70.320817925648400
2022-10-01 70.490994807999100
2022-11-01 71.091079994568500
2022-12-01 71.272126497496700
2023-01-01 71.102480693865800
2023-02-01 71.488002822278000
2023-03-01 72.113260378504800
2023-04-01 72.296881584859400
2023-05-01 72.495511725788200
2023-06-01 73.329339606853510
2023-07-01 73.701027728653710
2023-08-01 73.496452113976910
2023-09-01 73.924322565604000
2023-10-01 74.962172655122700
2023-11-01 74.879259504261000
2023-12-01 74.801681234587700
2024-01-01 75.989119973189700
2024-02-01 76.506648957479710
2024-03-01 76.571367283460200
2024-04-01 77.239120438840800
2024-05-01 77.403810663057700
2024-06-01 77.445749441640800
2024-07-01 78.031408592873000
2024-08-01 78.545221816914590
2024-09-01 80.161814175515800
2024-10-01 78.646374313318920
2024-11-01 79.276572607577100

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