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 2025-08-01
Last Updated 2025-09-20 6:10 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 9.289297814860110
1990-02-01 9.327754980880410
1990-03-01 9.353470047465741
1990-04-01 9.030113896402892
1990-05-01 9.121721504147150
1990-06-01 9.118810595345890
1990-07-01 8.740553862876900
1990-08-01 8.777494952748030
1990-09-01 8.798350473913150
1990-10-01 8.791350701313770
1990-11-01 8.902559667276940
1990-12-01 8.951268718431970
1991-01-01 8.879985733486360
1991-02-01 9.029400740979812
1991-03-01 8.950923139666480
1991-04-01 8.928281935406359
1991-05-01 9.123750772449450
1991-06-01 9.219344518430711
1991-07-01 9.454460248782711
1991-08-01 9.282316298752098
1991-09-01 9.295470904164500
1991-10-01 9.387238305537400
1991-11-01 9.610891315853960
1991-12-01 9.352946511967760
1992-01-01 9.470137604772940
1992-02-01 9.332718999631370
1992-03-01 9.351849796040820
1992-04-01 9.419607422769350
1992-05-01 9.524948448141060
1992-06-01 9.314371902133500
1992-07-01 9.349526647665110
1992-08-01 9.387205580002439
1992-09-01 9.391949550982470
1992-10-01 9.281963597851911
1992-11-01 9.226035008235051
1992-12-01 9.160061513033990
1993-01-01 9.151951954678392
1993-02-01 9.141585114173061
1993-03-01 9.263432051956212
1993-04-01 9.215434063137470
1993-05-01 9.131214369948060
1993-06-01 9.105548133254029
1993-07-01 8.929318694644632
1993-08-01 8.873357688081220
1993-09-01 8.888265015635811
1993-10-01 8.986279971975119
1993-11-01 9.046958001680100
1993-12-01 9.175762140741089
1994-01-01 9.145523995624490
1994-02-01 9.147723305263911
1994-03-01 9.181591242806710
1994-04-01 9.114137386744340
1994-05-01 9.128298166301410
1994-06-01 9.081938488239560
1994-07-01 9.208301497648000
1994-08-01 9.365558269567470
1994-09-01 9.379856330821552
1994-10-01 9.492891263835661
1994-11-01 9.468639676966680
1994-12-01 9.495580532216810
1995-01-01 9.656103244387520
1995-02-01 9.758375614223091
1995-03-01 9.592273614667000
1995-04-01 9.615973203949900
1995-05-01 9.516095199849160
1995-06-01 9.549957609469510
1995-07-01 9.584990465208510
1995-08-01 9.444949389936570
1995-09-01 9.581382598550132
1995-10-01 9.503497373615220
1995-11-01 9.485910016629590
1995-12-01 9.519880019140670
1996-01-01 9.268910790528631
1996-02-01 9.352062808524039
1996-03-01 9.404652235373070
1996-04-01 9.523361037867140
1996-05-01 9.604981574192980
1996-06-01 9.713262464137110
1996-07-01 9.759478033905820
1996-08-01 9.837419400137430
1996-09-01 9.801640740858550
1996-10-01 9.606100392234540
1996-11-01 9.693178843891289
1996-12-01 9.732655212461000
1997-01-01 9.890537313924812
1997-02-01 9.959306484464859
1997-03-01 9.901330945734472
1997-04-01 10.021550323825698
1997-05-01 10.192104086317698
1997-06-01 10.182055546539600
1997-07-01 10.449208284794200
1997-08-01 10.542782927029199
1997-09-01 10.229309682482400
1997-10-01 10.406509812541600
1997-11-01 10.492501873013900
1997-12-01 10.442968584745598
1998-01-01 10.601433882963901
1998-02-01 10.562670787680400
1998-03-01 10.985384686706600
1998-04-01 10.905667514033100
1998-05-01 11.276099728613600
1998-06-01 11.162667536961400
1998-07-01 11.058061446157598
1998-08-01 11.169711179410700
1998-09-01 11.271771018800800
1998-10-01 11.299073821484098
1998-11-01 11.262499239978500
1998-12-01 11.438479440055700
1999-01-01 11.407480229392600
1999-02-01 11.468406237070198
1999-03-01 11.348824639921999
1999-04-01 11.494680597729001
1999-05-01 11.473263401353900
1999-06-01 11.568929812056698
1999-07-01 11.692371505553200
1999-08-01 11.715578887529599
1999-09-01 11.604304705002600
1999-10-01 11.785776129483700
1999-11-01 11.727581870324500
1999-12-01 11.824897266287902
2000-01-01 11.689946688239601
2000-02-01 11.655970972944901
2000-03-01 11.722805080037000
2000-04-01 11.686185998513599
2000-05-01 11.673283795078301
2000-06-01 11.792572977639100
2000-07-01 11.927914754978600
2000-08-01 11.866475583783900
2000-09-01 11.725559553305400
2000-10-01 12.172463965880599
2000-11-01 12.387499719037800
2000-12-01 12.408185417478500
2001-01-01 12.671954644566801
2001-02-01 12.744739656829200
2001-03-01 12.995297643306700
2001-04-01 13.177248495147300
2001-05-01 13.259030901766100
2001-06-01 13.306598093778200
2001-07-01 13.371172394840300
2001-08-01 13.642821754330301
2001-09-01 13.724903623340600
2001-10-01 13.766949553710600
2001-11-01 14.157099008369100
2001-12-01 14.506510374233600
2002-01-01 14.037109509989099
2002-02-01 14.123592673158200
2002-03-01 13.990435376290900
2002-04-01 14.577162496320100
2002-05-01 14.637809705326800
2002-06-01 14.530449155610400
2002-07-01 14.606804966630099
2002-08-01 14.781876180662800
2002-09-01 15.122347389524100
2002-10-01 15.171154221376100
2002-11-01 15.132897274174600
2002-12-01 15.411535645771101
2003-01-01 15.508269687313600
2003-02-01 15.697423735719699
2003-03-01 15.779244292306599
2003-04-01 15.795329493676801
2003-05-01 15.923879634001601
2003-06-01 16.045448062519300
2003-07-01 16.031888288769800
2003-08-01 16.004944219858100
2003-09-01 16.101257054281500
2003-10-01 16.280736030230000
2003-11-01 16.441957658540000
2003-12-01 16.505890531314900
2004-01-01 16.880738569320400
2004-02-01 17.074210412767197
2004-03-01 17.181978667944300
2004-04-01 17.414705648917300
2004-05-01 17.613018482252800
2004-06-01 17.860085535996500
2004-07-01 18.147605138609500
2004-08-01 18.208575149388000
2004-09-01 18.486033502268600
2004-10-01 18.596190180764200
2004-11-01 18.766187907299800
2004-12-01 18.795381463417698
2005-01-01 18.958918128128300
2005-02-01 18.965473466312900
2005-03-01 18.982871427246803
2005-04-01 19.128652690531500
2005-05-01 19.217738882114197
2005-06-01 19.164584459105300
2005-07-01 19.231367571115698
2005-08-01 19.483313433398898
2005-09-01 19.371049221387500
2005-10-01 19.514806491969400
2005-11-01 19.597395513650202
2005-12-01 19.686360677640800
2006-01-01 19.647958545947300
2006-02-01 19.882920435385397
2006-03-01 20.094945036439302
2006-04-01 19.924147332660400
2006-05-01 19.915044710392802
2006-06-01 20.062274764589800
2006-07-01 20.231595263137898
2006-08-01 20.237419892341800
2006-09-01 20.372177900355300
2006-10-01 20.433143025356397
2006-11-01 20.512720553764500
2006-12-01 20.781970756944300
2007-01-01 20.652765220877896
2007-02-01 20.603739012195100
2007-03-01 20.706526746016700
2007-04-01 20.605166132139100
2007-05-01 20.812282491919103
2007-06-01 20.847404519023100
2007-07-01 21.441700376254100
2007-08-01 21.518835874411103
2007-09-01 21.574493382145500
2007-10-01 21.343367616722200
2007-11-01 21.620671325338100
2007-12-01 21.773834492306200
2008-01-01 22.565420379606700
2008-02-01 22.820098292139200
2008-03-01 23.215699245322200
2008-04-01 23.666480424301500
2008-05-01 23.974795409477200
2008-06-01 24.518069599655398
2008-07-01 24.685533780253500
2008-08-01 25.045464051954497
2008-09-01 25.189004003984700
2008-10-01 25.553399003410600
2008-11-01 25.812471962143697
2008-12-01 25.976648637431897
2009-01-01 26.066052070814900
2009-02-01 26.318179152365900
2009-03-01 26.424214750036400
2009-04-01 27.023342103977300
2009-05-01 27.247943078399896
2009-06-01 27.584965050210500
2009-07-01 27.025987542340400
2009-08-01 27.081841477465800
2009-09-01 27.218662813782600
2009-10-01 27.546510992120105
2009-11-01 27.667895955941100
2009-12-01 27.676381879904800
2010-01-01 27.873644322390500
2010-02-01 27.908863401989397
2010-03-01 27.951563804409300
2010-04-01 27.594404353187500
2010-05-01 27.833101168151998
2010-06-01 28.174998631478502
2010-07-01 28.673590422104997
2010-08-01 28.727229081879603
2010-09-01 28.864340656049105
2010-10-01 28.722346307020500
2010-11-01 28.808828073907800
2010-12-01 28.860682683129300
2011-01-01 28.775799099847003
2011-02-01 28.895425042373900
2011-03-01 28.770589771411600
2011-04-01 28.876620319862600
2011-05-01 28.939714546266497
2011-06-01 28.978469654949002
2011-07-01 28.994503057220502
2011-08-01 28.950369550659700
2011-09-01 29.000811536615700
2011-10-01 29.098385985803198
2011-11-01 29.253668066210200
2011-12-01 29.430923897333102
2012-01-01 29.670505646676002
2012-02-01 29.884529723233200
2012-03-01 30.191849889713000
2012-04-01 29.975967254203898
2012-05-01 30.136500945315500
2012-06-01 30.182263937714300
2012-07-01 30.233822406119298
2012-08-01 30.386644432600104
2012-09-01 30.540633244448000
2012-10-01 30.679137803463203
2012-11-01 30.816334844356200
2012-12-01 30.787710645392497
2013-01-01 34.728384679983100
2013-02-01 34.862516562197500
2013-03-01 34.998325388991300
2013-04-01 35.571359240700600
2013-05-01 35.618027297931500
2013-06-01 36.150601302580600
2013-07-01 35.954646708725210
2013-08-01 36.081797161397600
2013-09-01 36.001309907126400
2013-10-01 36.652479207577706
2013-11-01 36.747726972389900
2013-12-01 36.914554524328900
2014-01-01 36.386513154591200
2014-02-01 36.739180552410495
2014-03-01 36.911584873914705
2014-04-01 37.292878228978000
2014-05-01 37.427761045730210
2014-06-01 37.629667519484100
2014-07-01 38.137846713964000
2014-08-01 38.447843194879106
2014-09-01 38.454280557128210
2014-10-01 38.524585474996904
2014-11-01 38.693336168871900
2014-12-01 38.857463085813706
2015-01-01 39.428469567166000
2015-02-01 39.804085698925100
2015-03-01 40.100211849820205
2015-04-01 40.345959677160295
2015-05-01 40.767495805940300
2015-06-01 40.919087089672104
2015-07-01 40.895988376396700
2015-08-01 41.098945158710800
2015-09-01 41.075662486865000
2015-10-01 41.199240201247000
2015-11-01 41.234471696610200
2015-12-01 41.611862476942100
2016-01-01 41.596906586626396
2016-02-01 41.565293780800204
2016-03-01 41.893973986549796
2016-04-01 41.019351919690500
2016-05-01 41.027022023719700
2016-06-01 41.349196148560000
2016-07-01 41.069216547995500
2016-08-01 41.174355137531100
2016-09-01 41.168986439281994
2016-10-01 42.274146140932800
2016-11-01 43.199297510504100
2016-12-01 43.871607805130500
2017-01-01 43.195863539812200
2017-02-01 43.424252844701000
2017-03-01 43.779213751702800
2017-04-01 44.526917543037000
2017-05-01 44.696469901098900
2017-06-01 44.872964601816210
2017-07-01 44.945528836370500
2017-08-01 44.864942228836895
2017-09-01 45.058494066110300
2017-10-01 46.826627596881195
2017-11-01 46.668801027061300
2017-12-01 46.542269249404200
2018-01-01 47.228105264979400
2018-02-01 47.509497248995710
2018-03-01 47.999919106793390
2018-04-01 47.804994024675600
2018-05-01 48.046320621917600
2018-06-01 48.317672511315500
2018-07-01 48.660081145727794
2018-08-01 48.607306770525504
2018-09-01 48.751505040732100
2018-10-01 48.597420274508600
2018-11-01 48.474468616032404
2018-12-01 48.525047225221000
2019-01-01 48.487638741297204
2019-02-01 48.834819457913290
2019-03-01 49.027757614411200
2019-04-01 49.375056100953500
2019-05-01 49.599012519050000
2019-06-01 49.562718295502100
2019-07-01 50.192543599910000
2019-08-01 50.707192583009700
2019-09-01 50.614404620000400
2019-10-01 50.890090080155794
2019-11-01 50.817974965670096
2019-12-01 51.224524152574304
2020-01-01 51.240017620226400
2020-02-01 51.472837146021300
2020-03-01 50.877036029187096
2020-04-01 47.689808551860890
2020-05-01 47.905147940547600
2020-06-01 48.502309012635400
2020-07-01 48.534153500897290
2020-08-01 48.764555802594200
2020-09-01 48.974393049814395
2020-10-01 49.328590978540200
2020-11-01 49.610428495033290
2020-12-01 49.863442803959295
2021-01-01 50.064840489368900
2021-02-01 50.402938885068906
2021-03-01 50.797792595343196
2021-04-01 51.627874847951404
2021-05-01 51.619230341839200
2021-06-01 51.705310024451600
2021-07-01 51.944471824348895
2021-08-01 51.986300924921000
2021-09-01 52.245871148941404
2021-10-01 52.754093193347700
2021-11-01 53.263985039274300
2021-12-01 53.691317675565200
2022-01-01 53.074682957362000
2022-02-01 54.121331096190396
2022-03-01 55.321878728002600
2022-04-01 54.907689415974204
2022-05-01 55.111932957546500
2022-06-01 55.423918338437600
2022-07-01 56.103162720323600
2022-08-01 56.121329007217400
2022-09-01 56.631276694406900
2022-10-01 56.682921193076400
2022-11-01 56.986491007733704
2022-12-01 57.545145209107300
2023-01-01 58.175606776973890
2023-02-01 58.526424907751600
2023-03-01 59.003223643237000
2023-04-01 59.694012761289390
2023-05-01 60.425070512856800
2023-06-01 61.047777569694400
2023-07-01 61.380903576984300
2023-08-01 62.479147377395900
2023-09-01 63.105223867444900
2023-10-01 62.795231558410400
2023-11-01 63.294604494048390
2023-12-01 63.600067552858800
2024-01-01 64.185253524593110
2024-02-01 64.418578590404790
2024-03-01 64.689872187931000
2024-04-01 64.563483920720900
2024-05-01 64.826766612298900
2024-06-01 65.083362660175300
2024-07-01 65.392029210091700
2024-08-01 65.726794865970100
2024-09-01 65.882074954069000
2024-10-01 66.398951655162600
2024-11-01 66.705459527887300
2024-12-01 66.845692989122200
2025-01-01 67.198873926933000
2025-02-01 67.900651723999600
2025-03-01 68.364948957704500
2025-04-01 69.059682519299710
2025-05-01 69.243760116299300
2025-06-01 69.497554165518510
2025-07-01 70.112808163167600
2025-08-01 70.395465479975090

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