Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Educational Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446561000001SA
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 6:08 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 9.767067984245590
1990-02-01 9.634881160178690
1990-03-01 9.572044269362090
1990-04-01 9.498923542860462
1990-05-01 9.561655722130391
1990-06-01 9.737346562564940
1990-07-01 10.088032121002800
1990-08-01 10.076169262341100
1990-09-01 9.969205345339440
1990-10-01 9.838508270105761
1990-11-01 10.021330004513901
1990-12-01 9.975793379936120
1991-01-01 10.192564786490900
1991-02-01 10.110255404584500
1991-03-01 10.138372850291300
1991-04-01 10.275007251554700
1991-05-01 10.347493177933199
1991-06-01 10.452327995075901
1991-07-01 10.422619930093500
1991-08-01 10.524702822161100
1991-09-01 10.783632270662100
1991-10-01 10.306132268497500
1991-11-01 10.201762682243801
1991-12-01 10.252351616262901
1992-01-01 10.325009300142801
1992-02-01 10.272082914919900
1992-03-01 10.399145289540499
1992-04-01 10.657190887309600
1992-05-01 10.750911027800200
1992-06-01 10.786261068120300
1992-07-01 11.098040085338399
1992-08-01 11.102844399404900
1992-09-01 11.216483161207800
1992-10-01 11.333586525145700
1992-11-01 11.451359501966900
1992-12-01 11.583908594511499
1993-01-01 11.495005233332400
1993-02-01 11.901452243012500
1993-03-01 12.029868719669400
1993-04-01 11.905168771067700
1993-05-01 11.936322330832699
1993-06-01 11.836130121099501
1993-07-01 11.882092894786501
1993-08-01 11.917240763687198
1993-09-01 12.178992735992699
1993-10-01 11.957796702921900
1993-11-01 11.993805101035200
1993-12-01 12.012575718730600
1994-01-01 11.948812035019200
1994-02-01 12.037519576658800
1994-03-01 12.110427071080200
1994-04-01 12.080856495576901
1994-05-01 12.227547975022700
1994-06-01 12.486916269667198
1994-07-01 12.476764920075901
1994-08-01 12.418012758092198
1994-09-01 12.752921015798100
1994-10-01 13.163001427402100
1994-11-01 13.405690801307001
1994-12-01 13.127301446285500
1995-01-01 13.214711699291598
1995-02-01 13.168887382435301
1995-03-01 13.197289417545301
1995-04-01 12.549060168249600
1995-05-01 12.785974408412600
1995-06-01 13.093334890580900
1995-07-01 13.157841450083302
1995-08-01 13.452029358994901
1995-09-01 13.741987599080698
1995-10-01 13.820284959179599
1995-11-01 14.337308983943400
1995-12-01 14.170648669750500
1996-01-01 13.733366684996000
1996-02-01 14.038355430290402
1996-03-01 13.899163299323800
1996-04-01 14.173099415531900
1996-05-01 14.201995629275900
1996-06-01 14.170942151057199
1996-07-01 14.674266237866302
1996-08-01 14.337895173832900
1996-09-01 14.212967074829400
1996-10-01 14.425692504498100
1996-11-01 14.506835082849600
1996-12-01 14.650323600908001
1997-01-01 14.976730004353302
1997-02-01 15.244195347507000
1997-03-01 15.284561223355201
1997-04-01 15.505835230707900
1997-05-01 15.602832890658199
1997-06-01 15.400727365676100
1997-07-01 15.380973969205899
1997-08-01 15.638284358775100
1997-09-01 15.400905126199000
1997-10-01 16.237496756738402
1997-11-01 16.373149235752198
1997-12-01 16.341457258184400
1998-01-01 16.523888964894500
1998-02-01 16.572344696668402
1998-03-01 16.321348853773700
1998-04-01 16.655186385472902
1998-05-01 16.804512091225902
1998-06-01 16.803930815577900
1998-07-01 16.614983848108803
1998-08-01 16.619288257078200
1998-09-01 16.672773373159700
1998-10-01 16.498117640518500
1998-11-01 16.586935387290800
1998-12-01 16.790449867843403
1999-01-01 16.729359935559300
1999-02-01 16.620186790970700
1999-03-01 16.858624771588800
1999-04-01 16.863475294000700
1999-05-01 16.969378499542300
1999-06-01 17.078045913320500
1999-07-01 17.627430761072198
1999-08-01 17.516172126965700
1999-09-01 17.203698065072597
1999-10-01 17.116917835525000
1999-11-01 17.390101035876903
1999-12-01 17.348046160703500
2000-01-01 16.834797567533400
2000-02-01 17.452513048879700
2000-03-01 17.664688869997600
2000-04-01 17.647593122957500
2000-05-01 17.547262226010698
2000-06-01 18.097422701965000
2000-07-01 18.345749055917498
2000-08-01 18.740142328053800
2000-09-01 18.304001620794700
2000-10-01 17.898163821055700
2000-11-01 18.158639343632604
2000-12-01 18.407919513832898
2001-01-01 16.756723922188097
2001-02-01 16.579321152910800
2001-03-01 16.778577102589600
2001-04-01 16.103324538743100
2001-05-01 16.504732227381500
2001-06-01 16.294447453961100
2001-07-01 15.898439298790500
2001-08-01 15.609926365592301
2001-09-01 15.576976999819902
2001-10-01 15.623571912446700
2001-11-01 15.601222948247699
2001-12-01 15.600224578617900
2002-01-01 15.850818000384500
2002-02-01 15.979095173708698
2002-03-01 15.823664422849697
2002-04-01 15.794122312829600
2002-05-01 15.836649049020100
2002-06-01 16.018241242412802
2002-07-01 15.914561458096700
2002-08-01 15.967410781319199
2002-09-01 16.015556772823200
2002-10-01 16.380390896234502
2002-11-01 16.354513973989302
2002-12-01 16.341555166221600
2003-01-01 18.271033903308002
2003-02-01 18.276584802850000
2003-03-01 18.651870045323000
2003-04-01 18.850499093622900
2003-05-01 18.928323994657102
2003-06-01 18.823168351631200
2003-07-01 19.263370082393102
2003-08-01 19.405056649843600
2003-09-01 19.515484656741500
2003-10-01 19.295489313743400
2003-11-01 19.338909806673500
2003-12-01 19.003895948552100
2004-01-01 19.041029002120897
2004-02-01 18.881652554604300
2004-03-01 18.752631758265103
2004-04-01 19.103595890810602
2004-05-01 19.097344288805700
2004-06-01 19.174627405428100
2004-07-01 19.631236669688803
2004-08-01 19.919059034246400
2004-09-01 19.488123960122400
2004-10-01 19.415197686807500
2004-11-01 19.500171335417200
2004-12-01 19.212634449496000
2005-01-01 19.581492365160600
2005-02-01 19.426803171360900
2005-03-01 19.310283596970603
2005-04-01 19.540553895980800
2005-05-01 19.558519025374800
2005-06-01 20.012654232584200
2005-07-01 20.397350289213602
2005-08-01 20.511818921391303
2005-09-01 20.401388584590002
2005-10-01 20.157105217855000
2005-11-01 19.951014913359998
2005-12-01 20.256556664070803
2006-01-01 20.065426316095700
2006-02-01 20.513957614156400
2006-03-01 20.688642290958800
2006-04-01 20.461475377069900
2006-05-01 20.689649216977700
2006-06-01 20.670596812693000
2006-07-01 20.682253761066500
2006-08-01 21.046364234263500
2006-09-01 20.717731326519300
2006-10-01 21.913834912309603
2006-11-01 21.375433950742800
2006-12-01 21.558326522950600
2007-01-01 21.117865125873000
2007-02-01 21.081739185350898
2007-03-01 21.278136934321000
2007-04-01 21.281180967374800
2007-05-01 21.527605755777696
2007-06-01 21.468627828321900
2007-07-01 21.211608760135697
2007-08-01 21.242124489777100
2007-09-01 21.555518968529302
2007-10-01 22.500632626905603
2007-11-01 22.583662556089500
2007-12-01 22.841504513776602
2008-01-01 23.760748774500104
2008-02-01 23.406619163968500
2008-03-01 23.194318195754498
2008-04-01 23.643323339823798
2008-05-01 23.423017532752105
2008-06-01 23.939566368766900
2008-07-01 23.604061292470800
2008-08-01 23.405842282124300
2008-09-01 24.402379230177804
2008-10-01 23.571891105782300
2008-11-01 23.908321792601104
2008-12-01 23.782862367940503
2009-01-01 23.782871695378102
2009-02-01 24.071066999335297
2009-03-01 23.805480550135500
2009-04-01 23.341770195895100
2009-05-01 23.227754717066300
2009-06-01 23.076881139691100
2009-07-01 23.247177028779898
2009-08-01 22.280866459597398
2009-09-01 23.446214045923500
2009-10-01 23.238817336020897
2009-11-01 23.522521386550103
2009-12-01 23.559705054802603
2010-01-01 23.404816879026605
2010-02-01 23.384036379411803
2010-03-01 23.285550375297998
2010-04-01 23.731093782201200
2010-05-01 24.118886801325400
2010-06-01 23.428573660148400
2010-07-01 23.572001258719503
2010-08-01 22.842198469611300
2010-09-01 23.487064690104700
2010-10-01 23.856344079389800
2010-11-01 23.965009286963300
2010-12-01 24.176572054223300
2011-01-01 24.196811697637400
2011-02-01 24.055556799800700
2011-03-01 24.308718874026700
2011-04-01 24.010746440105000
2011-05-01 23.750884521828297
2011-06-01 24.263537227223600
2011-07-01 25.471181189981102
2011-08-01 24.581451060705500
2011-09-01 24.653838251655802
2011-10-01 24.400726404609200
2011-11-01 24.503160449021000
2011-12-01 24.720448164299803
2012-01-01 25.154455280580603
2012-02-01 24.779696905948700
2012-03-01 24.870832689883600
2012-04-01 24.200954464010300
2012-05-01 24.725651017549800
2012-06-01 24.963811946627900
2012-07-01 24.354439127661000
2012-08-01 24.736001573522397
2012-09-01 24.618499754139500
2012-10-01 24.698269263596100
2012-11-01 24.644707432469897
2012-12-01 24.507378019278196
2013-01-01 24.739458139535000
2013-02-01 24.852119326863900
2013-03-01 25.007869870350103
2013-04-01 25.323069973798800
2013-05-01 25.215095086498900
2013-06-01 25.214570812253300
2013-07-01 25.640915406582497
2013-08-01 25.603626455250396
2013-09-01 25.366418069751898
2013-10-01 25.276115296008502
2013-11-01 25.139847308148305
2013-12-01 25.163838714075197
2014-01-01 25.361519123005100
2014-02-01 25.583439123259897
2014-03-01 25.444418973815800
2014-04-01 25.317215866825300
2014-05-01 25.211893991515797
2014-06-01 25.176360055221800
2014-07-01 24.959351469606105
2014-08-01 25.033988588638397
2014-09-01 25.299047987502103
2014-10-01 25.479669921028500
2014-11-01 25.438955826493203
2014-12-01 25.513435995844700
2015-01-01 25.169590650917897
2015-02-01 25.070598233375698
2015-03-01 25.326691132513800
2015-04-01 25.406268730939498
2015-05-01 25.465914124387304
2015-06-01 25.763827986615897
2015-07-01 25.802033142844500
2015-08-01 25.702299839359604
2015-09-01 25.549024020524300
2015-10-01 25.670743816119700
2015-11-01 25.824516980919398
2015-12-01 25.751058294489800
2016-01-01 25.765736442582696
2016-02-01 25.701542855334395
2016-03-01 25.865674558036698
2016-04-01 26.295294401002103
2016-05-01 26.401321222055397
2016-06-01 26.341886173545200
2016-07-01 26.868760728880500
2016-08-01 26.664474638388400
2016-09-01 27.101649411492300
2016-10-01 27.071289143469600
2016-11-01 27.274094846748500
2016-12-01 27.343282072679898
2017-01-01 27.449800979983802
2017-02-01 27.669959862521600
2017-03-01 28.141240772442497
2017-04-01 27.607129959451104
2017-05-01 27.936121408368603
2017-06-01 27.814470064327400
2017-07-01 27.813351638925700
2017-08-01 28.243442233676802
2017-09-01 28.371646631040100
2017-10-01 27.871718466801200
2017-11-01 28.209071738316100
2017-12-01 28.562787314943300
2018-01-01 29.155219487210000
2018-02-01 28.799263494679300
2018-03-01 28.993907104994804
2018-04-01 29.147073593458800
2018-05-01 29.113248916999503
2018-06-01 29.018898001336602
2018-07-01 28.942237395972500
2018-08-01 29.193056852373900
2018-09-01 29.372322031741400
2018-10-01 29.868201973843604
2018-11-01 29.825871898807602
2018-12-01 30.082892873369500
2019-01-01 30.879477404117697
2019-02-01 31.196499701059103
2019-03-01 31.506767459149604
2019-04-01 31.551746344009600
2019-05-01 31.466715220724502
2019-06-01 31.299847552957600
2019-07-01 31.409617470140300
2019-08-01 31.399023369701400
2019-09-01 31.824237695195798
2019-10-01 31.482738667751800
2019-11-01 31.909756849236302
2019-12-01 32.093807619409000
2020-01-01 31.839908341744298
2020-02-01 32.286198332383400
2020-03-01 31.391138909677700
2020-04-01 25.165253875630103
2020-05-01 25.153601849720395
2020-06-01 26.515365685330400
2020-07-01 27.444671567199200
2020-08-01 28.054294011800298
2020-09-01 27.687704380966803
2020-10-01 28.418314740755100
2020-11-01 28.597601264578800
2020-12-01 28.567827512612800
2021-01-01 28.771996186107000
2021-02-01 28.813984880072000
2021-03-01 29.518381339337100
2021-04-01 30.021635239376398
2021-05-01 30.680259080184697
2021-06-01 31.443858663223700
2021-07-01 32.715004104983300
2021-08-01 32.277906555824195
2021-09-01 32.285470279793700
2021-10-01 32.646846583451000
2021-11-01 32.951478382436500
2021-12-01 33.185863723633000
2022-01-01 33.882351185152500
2022-02-01 34.149019843125500
2022-03-01 34.295387131789600
2022-04-01 34.950664183929100
2022-05-01 35.018420275263600
2022-06-01 35.359450307941610
2022-07-01 35.609950375914800
2022-08-01 35.875932560694000
2022-09-01 35.969295220603200
2022-10-01 36.340438071175300
2022-11-01 36.984916065661200
2022-12-01 37.300092421346505
2023-01-01 37.445832367520500
2023-02-01 37.790952281760200
2023-03-01 38.657494035947300
2023-04-01 38.485362650682700
2023-05-01 39.147426032029500
2023-06-01 37.885236758695400
2023-07-01 38.643183800307000
2023-08-01 39.440370629485500
2023-09-01 39.245906788320205
2023-10-01 39.342493158799500
2023-11-01 39.485949071060000
2023-12-01 39.948618606525706
2024-01-01 39.978887525142100
2024-02-01 40.134513449596604
2024-03-01 40.152818119243000
2024-04-01 40.267516058655794
2024-05-01 40.471168874713996
2024-06-01 40.775160378782700
2024-07-01 44.445723150517900
2024-08-01 40.970840354215600
2024-09-01 41.374091687114800
2024-10-01 41.463716463030200
2024-11-01 41.488264196349505

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