Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Education and Health Services: Social Assistance in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446562400001SA
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 2024-09-01
Last Updated 2024-10-23 6:36 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 9.287933791519410
1990-02-01 9.326312993671790
1990-03-01 9.352372999112390
1990-04-01 9.029935797919160
1990-05-01 9.119788068209950
1990-06-01 9.115420894801220
1990-07-01 8.746952316822421
1990-08-01 8.779891532224920
1990-09-01 8.799272567766250
1990-10-01 8.791579750096160
1990-11-01 8.902043300538159
1990-12-01 8.950655330150349
1991-01-01 8.878774034862390
1991-02-01 9.028159603609010
1991-03-01 8.950000393937110
1991-04-01 8.928148153297450
1991-05-01 9.122070839851410
1991-06-01 9.216272075339429
1991-07-01 9.460585429585500
1991-08-01 9.284549051873120
1991-09-01 9.296303674045270
1991-10-01 9.387417724746830
1991-11-01 9.610351743818859
1991-12-01 9.352310860975392
1992-01-01 9.469049465121369
1992-02-01 9.331803177092132
1992-03-01 9.351070059257161
1992-04-01 9.419486280798130
1992-05-01 9.523704984101220
1992-06-01 9.312409501609450
1992-07-01 9.353704611147080
1992-08-01 9.388718120722210
1992-09-01 9.392585465068100
1992-10-01 9.282114067771410
1992-11-01 9.225583686264240
1992-12-01 9.159588718557940
1993-01-01 9.151273373380640
1993-02-01 9.141102791811120
1993-03-01 9.262913331682380
1993-04-01 9.215345931961242
1993-05-01 9.130512764722631
1993-06-01 9.104601784588930
1993-07-01 8.931459331796580
1993-08-01 8.874145777431690
1993-09-01 8.888637384848911
1993-10-01 8.986376602210868
1993-11-01 9.046643429503570
1993-12-01 9.175449139886340
1994-01-01 9.145216218078510
1994-02-01 9.147635141925960
1994-03-01 9.181308599712700
1994-04-01 9.114083868450420
1994-05-01 9.128049799918939
1994-06-01 9.081793410582660
1994-07-01 9.208858576785051
1994-08-01 9.365792967360258
1994-09-01 9.379994629308529
1994-10-01 9.492970815829580
1994-11-01 9.468455961856812
1994-12-01 9.495479022700051
1995-01-01 9.656123970945630
1995-02-01 9.758503877315910
1995-03-01 9.592178824245510
1995-04-01 9.615964212029029
1995-05-01 9.516057649642980
1995-06-01 9.549821635683790
1995-07-01 9.584953149084750
1995-08-01 9.445018130849120
1995-09-01 9.581334897941820
1995-10-01 9.503543652756540
1995-11-01 9.485862058100290
1995-12-01 9.519869486118550
1996-01-01 9.269050929149449
1996-02-01 9.352267365425961
1996-03-01 9.404625659702920
1996-04-01 9.523366716749038
1996-05-01 9.605030137708608
1996-06-01 9.713138931586560
1996-07-01 9.759262590565700
1996-08-01 9.837384962612868
1996-09-01 9.801498919154490
1996-10-01 9.606167686703749
1996-11-01 9.693186618021660
1996-12-01 9.732680567339970
1997-01-01 9.890742285816940
1997-02-01 9.959466555901720
1997-03-01 9.901330335687730
1997-04-01 10.021555912320700
1997-05-01 10.192156226472600
1997-06-01 10.181984293868000
1997-07-01 10.448950707747699
1997-08-01 10.542725921558802
1997-09-01 10.229155023823699
1997-10-01 10.406597923143500
1997-11-01 10.492538239562700
1997-12-01 10.442996816686700
1998-01-01 10.601607392576000
1998-02-01 10.562768671300400
1998-03-01 10.985392248035900
1998-04-01 10.905672847697500
1998-05-01 11.276154250948698
1998-06-01 11.162680775886700
1998-07-01 11.057794159471000
1998-08-01 11.169662151765900
1998-09-01 11.271610415477200
1998-10-01 11.299159256260200
1998-11-01 11.262544136383000
1998-12-01 11.438526150315198
1999-01-01 11.407606855312200
1999-02-01 11.468429873374000
1999-03-01 11.348844034491900
1999-04-01 11.494691213037601
1999-05-01 11.473319944064300
1999-06-01 11.568938626018100
1999-07-01 11.692182750678802
1999-08-01 11.715542159514500
1999-09-01 11.604185832046700
1999-10-01 11.785830946782598
1999-11-01 11.727625355551698
1999-12-01 11.824945723169598
2000-01-01 11.689989205878598
2000-02-01 11.655991711887900
2000-03-01 11.722818492250000
2000-04-01 11.686191953836300
2000-05-01 11.673323053628700
2000-06-01 11.792577601885600
2000-07-01 11.927813914967999
2000-08-01 11.866451096921000
2000-09-01 11.725492976873600
2000-10-01 12.172484025721200
2000-11-01 12.387529955507200
2000-12-01 12.408217060824699
2001-01-01 12.671978332170400
2001-02-01 12.744747630444600
2001-03-01 12.995303443899400
2001-04-01 13.177250626885500
2001-05-01 13.259049887937600
2001-06-01 13.306585968338599
2001-07-01 13.371151828716199
2001-08-01 13.642799416942001
2001-09-01 13.724879259956698
2001-10-01 13.766945655526000
2001-11-01 14.157111920830300
2001-12-01 14.506526153102698
2002-01-01 14.037119661922500
2002-02-01 14.123597308877300
2002-03-01 13.990438290558501
2002-04-01 14.577165532316300
2002-05-01 14.637814218673698
2002-06-01 14.530447841892300
2002-07-01 14.606800224338699
2002-08-01 14.781868818918500
2002-09-01 15.122333746258400
2002-10-01 15.171148944479198
2002-11-01 15.132901376131699
2002-12-01 15.411540597737900
2003-01-01 15.508272315526700
2003-02-01 15.697424966115500
2003-03-01 15.779250229886902
2003-04-01 15.795330842956400
2003-05-01 15.923883881498801
2003-06-01 16.045449428406002
2003-07-01 16.031889160434698
2003-08-01 16.004941284666902
2003-09-01 16.101248294498500
2003-10-01 16.280729758544900
2003-11-01 16.441956133410400
2003-12-01 16.505887093133400
2004-01-01 16.880737823803500
2004-02-01 17.074211254467600
2004-03-01 17.181992293435300
2004-04-01 17.414709653287500
2004-05-01 17.613025603819100
2004-06-01 17.860090592092500
2004-07-01 18.147610410281800
2004-08-01 18.208562237676800
2004-09-01 18.486032432937300
2004-10-01 18.596167198041800
2004-11-01 18.766186585996200
2004-12-01 18.795369803330300
2005-01-01 18.958916845045103
2005-02-01 18.965475351790400
2005-03-01 18.982896397440200
2005-04-01 19.128662367326400
2005-05-01 19.217751509072897
2005-06-01 19.164595303489100
2005-07-01 19.231378101528200
2005-08-01 19.483290454516602
2005-09-01 19.371051899522897
2005-10-01 19.514763266588897
2005-11-01 19.597393331042300
2005-12-01 19.686337742757600
2006-01-01 19.647951697997300
2006-02-01 19.882915603838200
2006-03-01 20.095005726954900
2006-04-01 19.924150054846700
2006-05-01 19.915073646911200
2006-06-01 20.062296787799200
2006-07-01 20.231605596448897
2006-08-01 20.237383088538700
2006-09-01 20.372184934479800
2006-10-01 20.433076245134302
2006-11-01 20.512718296482900
2006-12-01 20.781939799763602
2007-01-01 20.652748527194102
2007-02-01 20.603716909963698
2007-03-01 20.706613894476700
2007-04-01 20.605176613221800
2007-05-01 20.812343677776397
2007-06-01 20.847439397308800
2007-07-01 21.441739932578002
2007-08-01 21.518783891111397
2007-09-01 21.574471058049802
2007-10-01 21.343256541271398
2007-11-01 21.620635302897500
2007-12-01 21.773786205973600
2008-01-01 22.565401376885198
2008-02-01 22.820078903585202
2008-03-01 23.215842298440800
2008-04-01 23.666525995452698
2008-05-01 23.974928730018895
2008-06-01 24.518153730789198
2008-07-01 24.685626195326200
2008-08-01 25.045371420599498
2008-09-01 25.188890823510103
2008-10-01 25.553136633814200
2008-11-01 25.812307449109603
2008-12-01 25.976556307699600
2009-01-01 26.066103174938103
2009-02-01 26.318313265055800
2009-03-01 26.424264498987900
2009-04-01 27.023568738958502
2009-05-01 27.248221262235305
2009-06-01 27.585158718199500
2009-07-01 27.026167993252200
2009-08-01 27.081688991536400
2009-09-01 27.218391888205200
2009-10-01 27.546033074898897
2009-11-01 27.667348335905800
2009-12-01 27.675724557076396
2010-01-01 27.874373016228900
2010-02-01 27.909497541227104
2010-03-01 27.951345436649000
2010-04-01 27.594866473408400
2010-05-01 27.833568292200397
2010-06-01 28.175292171805300
2010-07-01 28.673758218559698
2010-08-01 28.726950388133000
2010-09-01 28.863957432018598
2010-10-01 28.721554086469300
2010-11-01 28.807777936339600
2010-12-01 28.859341543070800
2011-01-01 28.777511803582000
2011-02-01 28.896590501000000
2011-03-01 28.770068249694900
2011-04-01 28.877376010887900
2011-05-01 28.940352749410500
2011-06-01 28.978812027715200
2011-07-01 28.994620520059500
2011-08-01 28.949973018485200
2011-09-01 29.000351663952497
2011-10-01 29.097328837093396
2011-11-01 29.252175412541700
2011-12-01 29.428916055551700
2012-01-01 29.673234538832997
2012-02-01 29.886172873242696
2012-03-01 30.191183098292900
2012-04-01 29.976871000458303
2012-05-01 30.137191254553700
2012-06-01 30.182570061739000
2012-07-01 30.233815369832897
2012-08-01 30.386159271757500
2012-09-01 30.540186225292500
2012-10-01 30.677881680850900
2012-11-01 30.814632193920602
2012-12-01 30.785545552487100
2013-01-01 34.731952491112800
2013-02-01 34.864489929348900
2013-03-01 34.997593153077200
2013-04-01 35.572364028777200
2013-05-01 35.618672985779900
2013-06-01 36.150840034616500
2013-07-01 35.954564720571900
2013-08-01 36.081364649112500
2013-09-01 36.000911667786400
2013-10-01 36.651129324652000
2013-11-01 36.745868913912000
2013-12-01 36.912051247325394
2014-01-01 36.390201937758200
2014-02-01 36.741067835857390
2014-03-01 36.910974500825404
2014-04-01 37.293369957065200
2014-05-01 37.428095494935100
2014-06-01 37.629595747173700
2014-07-01 38.137449836386000
2014-08-01 38.448490066263900
2014-09-01 38.454036629445600
2014-10-01 38.523498150875504
2014-11-01 38.691955240412100
2014-12-01 38.855737303458300
2015-01-01 39.431534624734400
2015-02-01 39.805291935199500
2015-03-01 40.099687201736200
2015-04-01 40.345483920809400
2015-05-01 40.767171712467710
2015-06-01 40.918645737583400
2015-07-01 40.895573583239106
2015-08-01 41.101179353603400
2015-09-01 41.075747359215995
2015-10-01 41.198716677935400
2015-11-01 41.233851036426100
2015-12-01 41.611279711320400
2016-01-01 41.599005835376790
2016-02-01 41.565575216938896
2016-03-01 41.893015308794205
2016-04-01 41.017482906351000
2016-05-01 41.025747838164500
2016-06-01 41.347795575553604
2016-07-01 41.068109962987400
2016-08-01 41.181210489721400
2016-09-01 41.168518966637200
2016-10-01 42.273940774124100
2016-11-01 43.199655189096404
2016-12-01 43.872557949763795
2017-01-01 43.197285670424996
2017-02-01 43.424712734333300
2017-03-01 43.776479378778400
2017-04-01 44.520732105389000
2017-05-01 44.694324364525000
2017-06-01 44.871595565469290
2017-07-01 44.944191751609600
2017-08-01 44.877137975893895
2017-09-01 45.058303425437500
2017-10-01 46.827333964949700
2017-11-01 46.670290523168500
2017-12-01 46.544033810890596
2018-01-01 47.229561640843000
2018-02-01 47.510328716447200
2018-03-01 47.994400237166300
2018-04-01 47.789736885592006
2018-05-01 48.043510407579300
2018-06-01 48.316721741506800
2018-07-01 48.659142705753005
2018-08-01 48.626679446476400
2018-09-01 48.753519910798595
2018-10-01 48.600522502071000
2018-11-01 48.478071697022200
2018-12-01 48.528269269230000
2019-01-01 48.491995003772900
2019-02-01 48.834727553230400
2019-03-01 49.015496695636210
2019-04-01 49.345468016606596
2019-05-01 49.590909354409895
2019-06-01 49.560523760077800
2019-07-01 50.195114813626700
2019-08-01 50.731291240787500
2019-09-01 50.632547580125504
2019-10-01 50.901099965388404
2019-11-01 50.820595562617100
2019-12-01 51.233547481904104
2020-01-01 51.250734002134200
2020-02-01 51.469085005490996
2020-03-01 50.846054818115604
2020-04-01 47.644002631498200
2020-05-01 47.886606886342110
2020-06-01 48.497044461018895
2020-07-01 48.529757357312200
2020-08-01 48.798438013178300
2020-09-01 49.034001109772700
2020-10-01 49.342549123134496
2020-11-01 49.613550346543995
2020-12-01 49.874652578467796
2021-01-01 50.090989645772200
2021-02-01 50.403407635030000
2021-03-01 50.746108704052200
2021-04-01 51.538026527656200
2021-05-01 51.571280793986396
2021-06-01 51.681397836352900
2021-07-01 51.941620446585900
2021-08-01 52.043082876249400
2021-09-01 52.373708324016290
2021-10-01 52.781317355727500
2021-11-01 53.272351023549300
2021-12-01 53.694847439944200
2022-01-01 53.115424490660710
2022-02-01 54.130714082632500
2022-03-01 55.239651823393900
2022-04-01 54.777650047024600
2022-05-01 55.018630739690890
2022-06-01 55.352773225066800
2022-07-01 56.114580987552394
2022-08-01 56.219082484416596
2022-09-01 56.838428437952600
2022-10-01 56.727289026898300
2022-11-01 57.006262626771296
2022-12-01 57.529172888067400
2023-01-01 58.227790186427605
2023-02-01 58.550283149898500
2023-03-01 58.899759098485600
2023-04-01 59.220909307057700
2023-05-01 59.771864723056495
2023-06-01 60.212798389765396
2023-07-01 60.817822999280700
2023-08-01 61.425238508688295
2023-09-01 61.485680968458700
2023-10-01 62.068810275159800
2023-11-01 62.327071707612200
2023-12-01 62.659051313680200
2024-01-01 63.138452014420004
2024-02-01 63.557160662138800
2024-03-01 64.162021589645390
2024-04-01 64.670364635547000
2024-05-01 64.818506615819500
2024-06-01 64.985245756610100
2024-07-01 64.943110787413100
2024-08-01 65.226112724693300
2024-09-01 65.426853206575390

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