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 2024-08-01
Last Updated 2024-09-21 6:05 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 14.694866936743200
1990-02-01 14.834275712416401
1990-03-01 14.884478708562801
1990-04-01 14.919422232278901
1990-05-01 15.023541879163000
1990-06-01 15.326706991463300
1990-07-01 15.020820097000598
1990-08-01 15.006970929426801
1990-09-01 15.157970750924900
1990-10-01 15.617100530713100
1990-11-01 15.487429403666198
1990-12-01 15.516974187561200
1991-01-01 16.019061114936200
1991-02-01 15.931083468163600
1991-03-01 16.076511909984500
1991-04-01 16.003957470845800
1991-05-01 16.016096441450202
1991-06-01 16.221029429760000
1991-07-01 16.349489763964698
1991-08-01 16.436253385205000
1991-09-01 16.351740397463697
1991-10-01 16.307518199770400
1991-11-01 16.372839558515100
1991-12-01 16.405785272861902
1992-01-01 16.326659181250200
1992-02-01 16.421460525765600
1992-03-01 16.370462667564500
1992-04-01 16.698297760229100
1992-05-01 16.828022756782900
1992-06-01 16.734531541016200
1992-07-01 17.487234355265500
1992-08-01 17.658538258577398
1992-09-01 17.441877028297100
1992-10-01 17.294310382275500
1992-11-01 17.240054289339100
1992-12-01 17.185568357113500
1993-01-01 17.358247060754100
1993-02-01 17.298893990520900
1993-03-01 17.359089330524500
1993-04-01 17.391812601126600
1993-05-01 17.443531555770303
1993-06-01 17.564658881417500
1993-07-01 17.524773741200400
1993-08-01 17.354414330747300
1993-09-01 17.933284720579200
1993-10-01 17.878644581326900
1993-11-01 17.904807392921200
1993-12-01 17.863326226393300
1994-01-01 17.863311010351300
1994-02-01 17.868270032210102
1994-03-01 17.839358216766500
1994-04-01 17.987401836202500
1994-05-01 17.969663260870800
1994-06-01 18.115726071155200
1994-07-01 18.064934385507897
1994-08-01 18.281644581300700
1994-09-01 18.429134462728600
1994-10-01 18.568988624032700
1994-11-01 18.666890927640300
1994-12-01 18.839569140207400
1995-01-01 18.759975303112103
1995-02-01 19.031511147629200
1995-03-01 19.206201085705900
1995-04-01 19.176732771832302
1995-05-01 19.371899206237700
1995-06-01 19.579493508421000
1995-07-01 19.819868173427600
1995-08-01 19.930905625959200
1995-09-01 19.730101848721500
1995-10-01 20.558735166405900
1995-11-01 20.433317748298500
1995-12-01 20.517053976970800
1996-01-01 20.348820445240300
1996-02-01 20.697428564008600
1996-03-01 20.765446080890100
1996-04-01 20.863007983060200
1996-05-01 20.972505246842400
1996-06-01 20.538584658545602
1996-07-01 21.048510640657600
1996-08-01 21.364518104506200
1996-09-01 21.249524365043500
1996-10-01 21.361228259701400
1996-11-01 21.415286745693102
1996-12-01 21.496545937946300
1997-01-01 21.724396750510397
1997-02-01 21.778426525435500
1997-03-01 21.847946443856696
1997-04-01 22.055254870677200
1997-05-01 21.962682095118900
1997-06-01 21.977824921459998
1997-07-01 22.282815575100397
1997-08-01 22.252792427113000
1997-09-01 22.685723242378803
1997-10-01 22.459452229014600
1997-11-01 22.710632682600103
1997-12-01 22.878970106754497
1998-01-01 23.201970403690800
1998-02-01 23.175639140274500
1998-03-01 23.347376095058998
1998-04-01 23.141869644641300
1998-05-01 23.353811109762603
1998-06-01 23.178430786763800
1998-07-01 23.519861343659100
1998-08-01 23.509053440236700
1998-09-01 24.138473207177300
1998-10-01 24.065789935536900
1998-11-01 24.117265441722600
1998-12-01 24.063720557433502
1999-01-01 24.175061763793000
1999-02-01 24.378095899849800
1999-03-01 24.456007476933603
1999-04-01 25.037496930520300
1999-05-01 24.836156627962303
1999-06-01 25.960527169435302
1999-07-01 25.906900775191000
1999-08-01 25.437735345127898
1999-09-01 25.692157908582000
1999-10-01 25.866123682818700
1999-11-01 25.923152121784000
1999-12-01 26.151337512021400
2000-01-01 26.176574724303500
2000-02-01 26.171328750065800
2000-03-01 26.269911860741300
2000-04-01 26.341099013437500
2000-05-01 26.414637181177696
2000-06-01 26.631482302589998
2000-07-01 26.572273659010400
2000-08-01 26.828583633374400
2000-09-01 26.724182420597100
2000-10-01 26.888471266188898
2000-11-01 26.847093495214200
2000-12-01 26.959465301374397
2001-01-01 26.548463821854302
2001-02-01 26.665492344301500
2001-03-01 26.777936990198498
2001-04-01 27.063733482505697
2001-05-01 27.098788257490900
2001-06-01 27.529078441960202
2001-07-01 27.968000695481200
2001-08-01 27.909803920657200
2001-09-01 27.719932205453897
2001-10-01 27.899121467074200
2001-11-01 28.076762914439897
2001-12-01 28.284747511971800
2002-01-01 28.931927688247498
2002-02-01 28.660442833224900
2002-03-01 28.678043903009000
2002-04-01 28.461547943693600
2002-05-01 28.566343839294600
2002-06-01 28.457353825412504
2002-07-01 28.328026869641104
2002-08-01 28.420190510137800
2002-09-01 28.567174446642800
2002-10-01 28.823604986975102
2002-11-01 29.115412066005600
2002-12-01 29.110495908377800
2003-01-01 29.388635815579200
2003-02-01 29.569284083863803
2003-03-01 29.559791928392000
2003-04-01 29.871224776490700
2003-05-01 30.024713138937200
2003-06-01 29.719825842821002
2003-07-01 30.004113316016102
2003-08-01 30.289721765082300
2003-09-01 30.195852069748600
2003-10-01 29.917388231152900
2003-11-01 29.926819440147500
2003-12-01 29.925438388921698
2004-01-01 30.271693821817102
2004-02-01 30.092719881992103
2004-03-01 30.256248309878600
2004-04-01 29.979523488473300
2004-05-01 29.908493194398602
2004-06-01 30.072792718312503
2004-07-01 30.322955939504700
2004-08-01 30.501279057150196
2004-09-01 30.417283976633000
2004-10-01 30.508213813110200
2004-11-01 30.232753480163897
2004-12-01 30.201760144791002
2005-01-01 30.373910780507604
2005-02-01 30.317966953729200
2005-03-01 30.458585413835102
2005-04-01 30.688316763003000
2005-05-01 30.898146328879500
2005-06-01 30.819918118227896
2005-07-01 30.525416934694600
2005-08-01 30.720550452162800
2005-09-01 30.959060645711500
2005-10-01 30.886523129618897
2005-11-01 31.013944202729398
2005-12-01 31.253906062176600
2006-01-01 31.201177927573400
2006-02-01 31.341359994580200
2006-03-01 31.575984217782900
2006-04-01 31.795171886118800
2006-05-01 32.003688888212700
2006-06-01 32.146260073134400
2006-07-01 32.460956327084900
2006-08-01 32.524899835837495
2006-09-01 32.818924766505900
2006-10-01 33.284478661844100
2006-11-01 33.685052673146200
2006-12-01 34.178103531927400
2007-01-01 33.242186148890800
2007-02-01 33.946035503748604
2007-03-01 34.182917991201400
2007-04-01 34.103167014350400
2007-05-01 34.108419966569000
2007-06-01 34.384738325699800
2007-07-01 34.486292086389900
2007-08-01 34.403230764045100
2007-09-01 34.815993040045400
2007-10-01 34.884511399208200
2007-11-01 34.843731099182000
2007-12-01 35.130606219739600
2008-01-01 34.866104522419400
2008-02-01 35.450416401203900
2008-03-01 35.412762235679104
2008-04-01 35.709731173217000
2008-05-01 35.917677637007200
2008-06-01 35.818098077104295
2008-07-01 35.778435043006795
2008-08-01 36.059090459868600
2008-09-01 36.227873086186000
2008-10-01 35.891101202923800
2008-11-01 36.225746061345700
2008-12-01 36.205346777232200
2009-01-01 36.471269915872700
2009-02-01 36.454560300019800
2009-03-01 36.140486660443200
2009-04-01 36.505969581728800
2009-05-01 36.632418803066000
2009-06-01 37.063825096747610
2009-07-01 37.165019141065500
2009-08-01 37.402069886541000
2009-09-01 37.152730272009200
2009-10-01 37.285640272333005
2009-11-01 37.415006575184200
2009-12-01 37.510550571997900
2010-01-01 37.553724746685600
2010-02-01 37.583656578722206
2010-03-01 37.665898479930604
2010-04-01 37.477890267568100
2010-05-01 37.441422168184900
2010-06-01 37.392305238217100
2010-07-01 37.512168590732400
2010-08-01 37.661359586436100
2010-09-01 37.584332916584200
2010-10-01 37.678355080796200
2010-11-01 37.711087488938600
2010-12-01 37.841914228599600
2011-01-01 37.731335814601394
2011-02-01 37.816014917091100
2011-03-01 37.890137009060396
2011-04-01 38.232893830688400
2011-05-01 38.637670734391900
2011-06-01 38.535438273796100
2011-07-01 38.772068007695296
2011-08-01 38.847566691828400
2011-09-01 39.123686506219700
2011-10-01 39.352223593522890
2011-11-01 39.481583012498604
2011-12-01 39.772679635274600
2012-01-01 40.234174397943704
2012-02-01 40.437620718634210
2012-03-01 40.709321060752900
2012-04-01 40.770618896805296
2012-05-01 40.922315917358000
2012-06-01 41.081589301657296
2012-07-01 40.845451239741100
2012-08-01 41.271345640595605
2012-09-01 41.569804073449400
2012-10-01 42.006864690398800
2012-11-01 41.842957543574200
2012-12-01 42.004379437055995
2013-01-01 41.641186996539105
2013-02-01 41.925932894959800
2013-03-01 42.229085547646000
2013-04-01 42.423830114279500
2013-05-01 42.304729540622700
2013-06-01 42.500646082229500
2013-07-01 42.746245215925200
2013-08-01 42.917899253989795
2013-09-01 43.222371265602504
2013-10-01 42.773410016748900
2013-11-01 43.100580594980200
2013-12-01 43.117382958447100
2014-01-01 43.562222118003600
2014-02-01 43.795265114311600
2014-03-01 44.033413485804500
2014-04-01 44.593069310689295
2014-05-01 45.082366857797900
2014-06-01 44.904036593403994
2014-07-01 46.178009221834710
2014-08-01 46.572519493835500
2014-09-01 46.993356458915606
2014-10-01 47.550779917557110
2014-11-01 47.838715123920600
2014-12-01 48.201655039462900
2015-01-01 48.685399276299000
2015-02-01 49.353285717088006
2015-03-01 49.506721932046496
2015-04-01 49.960293640291205
2015-05-01 50.445995970545795
2015-06-01 50.717130047765210
2015-07-01 51.133245522706700
2015-08-01 51.536449744678600
2015-09-01 52.084935971020094
2015-10-01 52.937295545053300
2015-11-01 53.190608837668200
2015-12-01 53.473434509497300
2016-01-01 53.584102683977500
2016-02-01 53.894098622320390
2016-03-01 54.684452443295200
2016-04-01 54.558665689095500
2016-05-01 54.738124418047600
2016-06-01 54.880139352177710
2016-07-01 54.947345171355900
2016-08-01 55.409452021397600
2016-09-01 55.573639550695700
2016-10-01 55.742869281834600
2016-11-01 56.076925274839496
2016-12-01 56.361540029360704
2017-01-01 56.113924203075705
2017-02-01 56.444456691021500
2017-03-01 56.602987273778400
2017-04-01 56.404803404822500
2017-05-01 56.576494768755595
2017-06-01 57.110292290740006
2017-07-01 56.116309357167900
2017-08-01 56.345510288596600
2017-09-01 56.922318783160000
2017-10-01 56.949792710451895
2017-11-01 57.181715858041000
2017-12-01 57.633755587135894
2018-01-01 58.130941163790900
2018-02-01 58.332002678717300
2018-03-01 59.056403101163504
2018-04-01 59.263237570653900
2018-05-01 59.546766558273710
2018-06-01 59.966319602469700
2018-07-01 60.187469397670796
2018-08-01 60.335619066698400
2018-09-01 60.451084027171710
2018-10-01 60.724611866721710
2018-11-01 60.457232717312200
2018-12-01 60.903497071447000
2019-01-01 61.842207143673804
2019-02-01 62.242466019179600
2019-03-01 62.481468899765396
2019-04-01 62.858796279458500
2019-05-01 62.931408643720500
2019-06-01 63.560769523488396
2019-07-01 63.716097796249400
2019-08-01 63.653050656763800
2019-09-01 63.635627284636900
2019-10-01 63.761506911473894
2019-11-01 64.103547207689290
2019-12-01 64.268697480529300
2020-01-01 64.815570269057900
2020-02-01 65.077163852294390
2020-03-01 64.828606151250000
2020-04-01 57.799686158221995
2020-05-01 59.162480799120296
2020-06-01 60.740503087718600
2020-07-01 60.029653075507404
2020-08-01 60.854519705055800
2020-09-01 61.781367225038200
2020-10-01 62.361074311528300
2020-11-01 62.875392512745400
2020-12-01 63.669965976647300
2021-01-01 63.030833509498100
2021-02-01 63.815864261930294
2021-03-01 64.491242461132100
2021-04-01 64.516541179391800
2021-05-01 64.340282712393100
2021-06-01 64.190300798646200
2021-07-01 64.229570306361600
2021-08-01 64.340014199313800
2021-09-01 64.117906118786500
2021-10-01 64.445661335452000
2021-11-01 64.522557873729710
2021-12-01 64.753889563563700
2022-01-01 65.206297515173800
2022-02-01 65.664808058551600
2022-03-01 65.901046381120100
2022-04-01 66.321610600436100
2022-05-01 68.407869381735200
2022-06-01 67.651369965150610
2022-07-01 69.122225211509700
2022-08-01 69.934257336408600
2022-09-01 70.380020888609410
2022-10-01 70.396012924590900
2022-11-01 71.044791776828200
2022-12-01 71.245428358254700
2023-01-01 71.081559499720800
2023-02-01 71.486479810666710
2023-03-01 72.134186664678710
2023-04-01 72.317184361725100
2023-05-01 72.534927672340300
2023-06-01 73.327327198896100
2023-07-01 73.736552339237290
2023-08-01 73.544002587666410
2023-09-01 74.038839759237090
2023-10-01 74.802450426980500
2023-11-01 74.796551891198800
2023-12-01 74.762908513366800
2024-01-01 75.958267336782090
2024-02-01 76.503190501692420
2024-03-01 76.600836264699600
2024-04-01 77.275796825437700
2024-05-01 77.460925787542500
2024-06-01 77.461811824205580
2024-07-01 78.068492481615590
2024-08-01 78.490796558566500

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