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 2024-10-01
Last Updated 2024-11-20 6:03 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 14.694725742023099
1990-02-01 14.834349533987801
1990-03-01 14.884866712778600
1990-04-01 14.919689033255901
1990-05-01 15.023878372398801
1990-06-01 15.327229828031500
1990-07-01 15.020323279325700
1990-08-01 15.006885396479800
1990-09-01 15.157592667437500
1990-10-01 15.616810193680598
1990-11-01 15.487246412910500
1990-12-01 15.516920314916000
1991-01-01 16.018935402107800
1991-02-01 15.931169958854802
1991-03-01 16.076906576527602
1991-04-01 16.004236944090800
1991-05-01 16.016433574044700
1991-06-01 16.221524494705900
1991-07-01 16.349001872021700
1991-08-01 16.436158094520900
1991-09-01 16.351347311070900
1991-10-01 16.307235276215300
1991-11-01 16.372663817508200
1991-12-01 16.405739567947200
1992-01-01 16.326568355155900
1992-02-01 16.421552759371100
1992-03-01 16.370822470244300
1992-04-01 16.698559105604300
1992-05-01 16.828335871189200
1992-06-01 16.734945112955300
1992-07-01 17.486780670241497
1992-08-01 17.658455076745398
1992-09-01 17.441487573231100
1992-10-01 17.294053196652800
1992-11-01 17.239905457210400
1992-12-01 17.185527277489800
1993-01-01 17.358220612296100
1993-02-01 17.298975374390700
1993-03-01 17.359412461177800
1993-04-01 17.392022667244400
1993-05-01 17.443797585480300
1993-06-01 17.565000982552500
1993-07-01 17.524373205151500
1993-08-01 17.354341674754700
1993-09-01 17.932948705379800
1993-10-01 17.878438465588600
1993-11-01 17.904696925833600
1993-12-01 17.863303010165502
1994-01-01 17.863357673977603
1994-02-01 17.868349140355500
1994-03-01 17.839603183492800
1994-04-01 17.987563606686003
1994-05-01 17.969853521783800
1994-06-01 18.115919842709900
1994-07-01 18.064652372770396
1994-08-01 18.281548696838400
1994-09-01 18.428877885398800
1994-10-01 18.568837968777800
1994-11-01 18.666819591383900
1994-12-01 18.839560139767900
1995-01-01 18.760091633892102
1995-02-01 19.031596056860398
1995-03-01 19.206386676284300
1995-04-01 19.176865314707502
1995-05-01 19.372028412054500
1995-06-01 19.579523322436200
1995-07-01 19.819689567794400
1995-08-01 19.930744703961200
1995-09-01 19.729939349580103
1995-10-01 20.558618012705900
1995-11-01 20.433268591474100
1995-12-01 20.517063577632600
1996-01-01 20.348974520960200
1996-02-01 20.697551555212500
1996-03-01 20.765615859373800
1996-04-01 20.863110871758700
1996-05-01 20.972710003770200
1996-06-01 20.538342997729900
1996-07-01 21.048394668889000
1996-08-01 21.364303321152000
1996-09-01 21.249436361737896
1996-10-01 21.361130717600602
1996-11-01 21.415255446911600
1996-12-01 21.496566653654200
1997-01-01 21.724576404206100
1997-02-01 21.778580986263600
1997-03-01 21.848162469994303
1997-04-01 22.055333338796600
1997-05-01 21.963015665860600
1997-06-01 21.977382845437003
1997-07-01 22.282620814067602
1997-08-01 22.252544996056300
1997-09-01 22.685670546856798
1997-10-01 22.459358866656498
1997-11-01 22.710611118304300
1997-12-01 22.879015472945103
1998-01-01 23.202147303435698
1998-02-01 23.175842284908200
1998-03-01 23.347660491578900
1998-04-01 23.141933321647200
1998-05-01 23.354298225011895
1998-06-01 23.177838624387000
1998-07-01 23.519548007342300
1998-08-01 23.508813706127300
1998-09-01 24.138402203599000
1998-10-01 24.065696020733600
1998-11-01 24.117257941926304
1998-12-01 24.063796971824605
1999-01-01 24.175220138418798
1999-02-01 24.378326775022000
1999-03-01 24.456322620187700
1999-04-01 25.037578638807200
1999-05-01 24.836675653247600
1999-06-01 25.959869701460498
1999-07-01 25.906514411829900
1999-08-01 25.437506612849997
1999-09-01 25.692058184058900
1999-10-01 25.866038162746396
1999-11-01 25.923158107878603
1999-12-01 26.151436145784900
2000-01-01 26.176700400642100
2000-02-01 26.171565728303800
2000-03-01 26.270227722893200
2000-04-01 26.341161346476700
2000-05-01 26.415173323225100
2000-06-01 26.630876839020800
2000-07-01 26.571871720626103
2000-08-01 26.828420473445600
2000-09-01 26.724057434195900
2000-10-01 26.888408076304900
2000-11-01 26.847118875027900
2000-12-01 26.959569504520196
2001-01-01 26.548561616600498
2001-02-01 26.665676665370400
2001-03-01 26.778177266325300
2001-04-01 27.063791841443100
2001-05-01 27.099156496771197
2001-06-01 27.528653592171900
2001-07-01 27.967683430696997
2001-08-01 27.909681229450400
2001-09-01 27.719815751452497
2001-10-01 27.899091153603300
2001-11-01 28.076797823073896
2001-12-01 28.284839851418000
2002-01-01 28.931990877784300
2002-02-01 28.660571257002896
2002-03-01 28.678201217032800
2002-04-01 28.461593355447500
2002-05-01 28.566537993290400
2002-06-01 28.457128083678302
2002-07-01 28.327817814995200
2002-08-01 28.420118093840000
2002-09-01 28.567087964936103
2002-10-01 28.823601611635603
2002-11-01 29.115446640630000
2002-12-01 29.110563927337500
2003-01-01 29.388671856922397
2003-02-01 29.569348490400802
2003-03-01 29.559862074204197
2003-04-01 29.871271007778002
2003-05-01 30.024726909889000
2003-06-01 29.719760160887198
2003-07-01 30.004021932813398
2003-08-01 30.289680347574500
2003-09-01 30.195806222270697
2003-10-01 29.917395850986200
2003-11-01 29.926840129900200
2003-12-01 29.925470667540400
2004-01-01 30.271711775151502
2004-02-01 30.092744501828800
2004-03-01 30.256276413826498
2004-04-01 29.979538950962500
2004-05-01 29.908501404601196
2004-06-01 30.072747405487200
2004-07-01 30.322917881180302
2004-08-01 30.501271615677400
2004-09-01 30.417269984740600
2004-10-01 30.508221192434100
2004-11-01 30.232764879395600
2004-12-01 30.201771400205400
2005-01-01 30.373923844160700
2005-02-01 30.317971500936103
2005-03-01 30.458595825008100
2005-04-01 30.688319315669602
2005-05-01 30.898148729471696
2005-06-01 30.819888099156000
2005-07-01 30.525405851144800
2005-08-01 30.720549621733000
2005-09-01 30.959062050129000
2005-10-01 30.886526635590897
2005-11-01 31.013949441104300
2005-12-01 31.253910548226500
2006-01-01 31.201183629954300
2006-02-01 31.341361439908500
2006-03-01 31.575990278473100
2006-04-01 31.795172718077602
2006-05-01 32.003689695752100
2006-06-01 32.146244598971800
2006-07-01 32.460945285475900
2006-08-01 32.524900670075496
2006-09-01 32.818926756373300
2006-10-01 33.284481617613395
2006-11-01 33.685056243622000
2006-12-01 34.178106301912700
2007-01-01 33.242190204912100
2007-02-01 33.946035947119400
2007-03-01 34.182920786064600
2007-04-01 34.103166241871500
2007-05-01 34.108418316669400
2007-06-01 34.384736449356000
2007-07-01 34.486282426824200
2007-08-01 34.403230787112996
2007-09-01 34.815994058996200
2007-10-01 34.884513236440505
2007-11-01 34.843732733962604
2007-12-01 35.130607617618900
2008-01-01 34.866107583433106
2008-02-01 35.450416461491500
2008-03-01 35.412762285660800
2008-04-01 35.709731148480500
2008-05-01 35.917677687195200
2008-06-01 35.818097838857500
2008-07-01 35.778430525642290
2008-08-01 36.059090362148300
2008-09-01 36.227872708338500
2008-10-01 35.891101260207210
2008-11-01 36.225746268644000
2008-12-01 36.205347274030400
2009-01-01 36.471272588674600
2009-02-01 36.454560088945400
2009-03-01 36.140486324257296
2009-04-01 36.505969658040400
2009-05-01 36.632419742735294
2009-06-01 37.063825306645100
2009-07-01 37.165019410992706
2009-08-01 37.402070425167800
2009-09-01 37.152730797195794
2009-10-01 37.285632613691895
2009-11-01 37.415007330859000
2009-12-01 37.510550893320500
2010-01-01 37.553727166196296
2010-02-01 37.583656201248700
2010-03-01 37.665898206109300
2010-04-01 37.477890939852000
2010-05-01 37.441424895515105
2010-06-01 37.392307680725800
2010-07-01 37.512170820507706
2010-08-01 37.661360838516800
2010-09-01 37.584335809080100
2010-10-01 37.678336972668300
2010-11-01 37.711087186524000
2010-12-01 37.841914389649000
2011-01-01 37.731338440325900
2011-02-01 37.816014715392605
2011-03-01 37.890137054464795
2011-04-01 38.232896038243496
2011-05-01 38.637676504260895
2011-06-01 38.535445851475600
2011-07-01 38.772074319208606
2011-08-01 38.847568255506395
2011-09-01 39.123688991941500
2011-10-01 39.352189615697000
2011-11-01 39.481578620064504
2011-12-01 39.772679062172100
2012-01-01 40.234178965175000
2012-02-01 40.437622186084496
2012-03-01 40.709321655796300
2012-04-01 40.770625881392300
2012-05-01 40.922330069166200
2012-06-01 41.081603092669894
2012-07-01 40.845461887037600
2012-08-01 41.271353097430600
2012-09-01 41.569821031993705
2012-10-01 42.006751995925800
2012-11-01 41.842966121831495
2012-12-01 42.004388430594794
2013-01-01 41.641198713119600
2013-02-01 41.925943269171796
2013-03-01 42.229076567822396
2013-04-01 42.423852081545500
2013-05-01 42.304756249083700
2013-06-01 42.500666081842700
2013-07-01 42.746256835622600
2013-08-01 42.917907897769300
2013-09-01 43.222394970501300
2013-10-01 42.773215034839700
2013-11-01 43.100604334457500
2013-12-01 43.117405247164790
2014-01-01 43.562244404721795
2014-02-01 43.795290014027200
2014-03-01 44.033399181446110
2014-04-01 44.593106655180705
2014-05-01 45.082407958629105
2014-06-01 44.904068465913000
2014-07-01 46.178037361306100
2014-08-01 46.572450309495900
2014-09-01 46.993422597169100
2014-10-01 47.550511693241795
2014-11-01 47.838775550248200
2014-12-01 48.201699808437500
2015-01-01 48.685423372585895
2015-02-01 49.353295115527295
2015-03-01 49.506665801221104
2015-04-01 49.960341164344996
2015-05-01 50.446074445002296
2015-06-01 50.717209345086400
2015-07-01 51.133305439687796
2015-08-01 51.536262973088505
2015-09-01 52.085017140183000
2015-10-01 52.937045386657296
2015-11-01 53.190687215331500
2015-12-01 53.473595117895606
2016-01-01 53.584109975862290
2016-02-01 53.893995566925200
2016-03-01 54.684253210186796
2016-04-01 54.558656278471496
2016-05-01 54.738263756930500
2016-06-01 54.880347195294895
2016-07-01 54.947529615311396
2016-08-01 55.409183787559390
2016-09-01 55.573799139545706
2016-10-01 55.742754784856700
2016-11-01 56.077067747793800
2016-12-01 56.361729082683496
2017-01-01 56.113727508547896
2017-02-01 56.444051473081700
2017-03-01 56.601844440261495
2017-04-01 56.404792155624200
2017-05-01 56.577083513641010
2017-06-01 57.111933209931294
2017-07-01 56.116595751148395
2017-08-01 56.345215470749600
2017-09-01 56.922341552038710
2017-10-01 56.949482386712700
2017-11-01 57.181221949640600
2017-12-01 57.634852357242295
2018-01-01 58.129818327365996
2018-02-01 58.330575222608200
2018-03-01 59.054063619341790
2018-04-01 59.263640182023494
2018-05-01 59.548621058122100
2018-06-01 59.970278274792500
2018-07-01 60.188222508380700
2018-08-01 60.335003821443394
2018-09-01 60.450492461727400
2018-10-01 60.723777759163200
2018-11-01 60.456157013289200
2018-12-01 60.905498749766500
2019-01-01 61.839675700344490
2019-02-01 62.239526822339500
2019-03-01 62.476381011992500
2019-04-01 62.861296852900200
2019-05-01 62.932742740108200
2019-06-01 63.576198056219900
2019-07-01 63.712562510626896
2019-08-01 63.649124911446000
2019-09-01 63.633041317517296
2019-10-01 63.760253583493004
2019-11-01 64.102819025514490
2019-12-01 64.273462730584400
2020-01-01 64.812947800059390
2020-02-01 65.072769858154000
2020-03-01 64.821064903738600
2020-04-01 57.803684605148000
2020-05-01 59.163081705553890
2020-06-01 60.764389539775800
2020-07-01 60.020465716383400
2020-08-01 60.845008237998800
2020-09-01 61.773929723285600
2020-10-01 62.363421914000100
2020-11-01 62.873379269325200
2020-12-01 63.688889523864496
2021-01-01 63.027623687475206
2021-02-01 63.809631961242000
2021-03-01 64.480590225870100
2021-04-01 64.521391869493800
2021-05-01 64.337867044053900
2021-06-01 64.223852857150790
2021-07-01 64.213280842061610
2021-08-01 64.317215503453100
2021-09-01 64.098145010269090
2021-10-01 64.459421329343100
2021-11-01 64.526941412718600
2021-12-01 64.793278701542500
2022-01-01 65.206096853520210
2022-02-01 65.655986725734600
2022-03-01 65.885332007978900
2022-04-01 66.321427158403800
2022-05-01 68.400205796143800
2022-06-01 67.683475383534100
2022-07-01 69.106659121955300
2022-08-01 69.907259827326300
2022-09-01 70.318012915213000
2022-10-01 70.437074181119700
2022-11-01 71.058985065834000
2022-12-01 71.314000489830100
2023-01-01 71.085363747541000
2023-02-01 71.475348096546000
2023-03-01 72.110900186314200
2023-04-01 72.309966640290910
2023-05-01 72.518597297035100
2023-06-01 73.360483990702000
2023-07-01 73.723518611591900
2023-08-01 73.515937033060300
2023-09-01 73.921564769666920
2023-10-01 74.876661379013910
2023-11-01 74.826681414622200
2023-12-01 74.852972872783100
2024-01-01 75.970133353233700
2024-02-01 76.491613820634600
2024-03-01 76.570617149801000
2024-04-01 77.258994945227400
2024-05-01 77.438072266868700
2024-06-01 77.488412672033010
2024-07-01 78.064687824501900
2024-08-01 78.572818039971710
2024-09-01 80.158218386935500
2024-10-01 78.636591795572300

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