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 2024-09-01 |
| Last Updated | 2024-10-23 5:44 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 | 9.767067968134020 |
| 1990-02-01 | 9.634881159362160 |
| 1990-03-01 | 9.572044269286190 |
| 1990-04-01 | 9.498923543513651 |
| 1990-05-01 | 9.561655723323030 |
| 1990-06-01 | 9.737346564021850 |
| 1990-07-01 | 10.088032122571200 |
| 1990-08-01 | 10.076169264219400 |
| 1990-09-01 | 9.969205355923151 |
| 1990-10-01 | 9.838508271349410 |
| 1990-11-01 | 10.021330004323099 |
| 1990-12-01 | 9.975793380616510 |
| 1991-01-01 | 10.192564766190600 |
| 1991-02-01 | 10.110255403495900 |
| 1991-03-01 | 10.138372849914699 |
| 1991-04-01 | 10.275007252221402 |
| 1991-05-01 | 10.347493179868100 |
| 1991-06-01 | 10.452327998019301 |
| 1991-07-01 | 10.422619933891900 |
| 1991-08-01 | 10.524702824612100 |
| 1991-09-01 | 10.783632285975802 |
| 1991-10-01 | 10.306132266680500 |
| 1991-11-01 | 10.201762681094200 |
| 1991-12-01 | 10.252351615569301 |
| 1992-01-01 | 10.325009275159800 |
| 1992-02-01 | 10.272082912323600 |
| 1992-03-01 | 10.399145288060199 |
| 1992-04-01 | 10.657190888488900 |
| 1992-05-01 | 10.750911030326000 |
| 1992-06-01 | 10.786261074713199 |
| 1992-07-01 | 11.098040094104600 |
| 1992-08-01 | 11.102844404767598 |
| 1992-09-01 | 11.216483183552198 |
| 1992-10-01 | 11.333586522702301 |
| 1992-11-01 | 11.451359497997300 |
| 1992-12-01 | 11.583908589917801 |
| 1993-01-01 | 11.495005191370302 |
| 1993-02-01 | 11.901452239731000 |
| 1993-03-01 | 12.029868716595500 |
| 1993-04-01 | 11.905168770378301 |
| 1993-05-01 | 11.936322328850201 |
| 1993-06-01 | 11.836130124994199 |
| 1993-07-01 | 11.882092951310000 |
| 1993-08-01 | 11.917240765049900 |
| 1993-09-01 | 12.178992758419799 |
| 1993-10-01 | 11.957796696944001 |
| 1993-11-01 | 11.993805093082699 |
| 1993-12-01 | 12.012575709280100 |
| 1994-01-01 | 11.948811974535100 |
| 1994-02-01 | 12.037519572971402 |
| 1994-03-01 | 12.110427065765500 |
| 1994-04-01 | 12.080856491042500 |
| 1994-05-01 | 12.227547965252500 |
| 1994-06-01 | 12.486916266519101 |
| 1994-07-01 | 12.476765048255100 |
| 1994-08-01 | 12.418012752187900 |
| 1994-09-01 | 12.752921027549801 |
| 1994-10-01 | 13.163001418596401 |
| 1994-11-01 | 13.405690787636200 |
| 1994-12-01 | 13.127301431563001 |
| 1995-01-01 | 13.214711625102698 |
| 1995-02-01 | 13.168887382218800 |
| 1995-03-01 | 13.197289398628099 |
| 1995-04-01 | 12.549060165684200 |
| 1995-05-01 | 12.785974400087400 |
| 1995-06-01 | 13.093334888085000 |
| 1995-07-01 | 13.157841660531199 |
| 1995-08-01 | 13.452029334463502 |
| 1995-09-01 | 13.741987568699999 |
| 1995-10-01 | 13.820284912452600 |
| 1995-11-01 | 14.337308938815100 |
| 1995-12-01 | 14.170648643429600 |
| 1996-01-01 | 13.733366632740500 |
| 1996-02-01 | 14.038355465373199 |
| 1996-03-01 | 13.899163306792600 |
| 1996-04-01 | 14.173099455147100 |
| 1996-05-01 | 14.201995649514300 |
| 1996-06-01 | 14.170942157202900 |
| 1996-07-01 | 14.674266479865300 |
| 1996-08-01 | 14.337895153248300 |
| 1996-09-01 | 14.212966926142800 |
| 1996-10-01 | 14.425692338667801 |
| 1996-11-01 | 14.506834951669600 |
| 1996-12-01 | 14.650323564353302 |
| 1997-01-01 | 14.976729977593699 |
| 1997-02-01 | 15.244195544010400 |
| 1997-03-01 | 15.284561424548800 |
| 1997-04-01 | 15.505835483190100 |
| 1997-05-01 | 15.602832528540500 |
| 1997-06-01 | 15.400727510697902 |
| 1997-07-01 | 15.380974304570300 |
| 1997-08-01 | 15.638284313574900 |
| 1997-09-01 | 15.400904877605901 |
| 1997-10-01 | 16.237496514269900 |
| 1997-11-01 | 16.373148713843300 |
| 1997-12-01 | 16.341456604130400 |
| 1998-01-01 | 16.523889650249500 |
| 1998-02-01 | 16.572345377600000 |
| 1998-03-01 | 16.321349301282800 |
| 1998-04-01 | 16.655186865418400 |
| 1998-05-01 | 16.804511073718200 |
| 1998-06-01 | 16.803930905418500 |
| 1998-07-01 | 16.614984111236000 |
| 1998-08-01 | 16.619288216799400 |
| 1998-09-01 | 16.672773182786900 |
| 1998-10-01 | 16.498117581081600 |
| 1998-11-01 | 16.586934720750698 |
| 1998-12-01 | 16.790448717924498 |
| 1999-01-01 | 16.729361375737000 |
| 1999-02-01 | 16.620187829918400 |
| 1999-03-01 | 16.858625253280500 |
| 1999-04-01 | 16.863475730198600 |
| 1999-05-01 | 16.969376568453200 |
| 1999-06-01 | 17.078045640664197 |
| 1999-07-01 | 17.627430710543700 |
| 1999-08-01 | 17.516172015834900 |
| 1999-09-01 | 17.203698201958300 |
| 1999-10-01 | 17.116918322538400 |
| 1999-11-01 | 17.390101553193702 |
| 1999-12-01 | 17.348046629118900 |
| 2000-01-01 | 16.834796980291100 |
| 2000-02-01 | 17.452515146934100 |
| 2000-03-01 | 17.664688081795400 |
| 2000-04-01 | 17.647592755598396 |
| 2000-05-01 | 17.547259544320700 |
| 2000-06-01 | 18.097421963442700 |
| 2000-07-01 | 18.345748747488500 |
| 2000-08-01 | 18.740142465644897 |
| 2000-09-01 | 18.304002481219400 |
| 2000-10-01 | 17.898165207262302 |
| 2000-11-01 | 18.158641784345900 |
| 2000-12-01 | 18.407922649086398 |
| 2001-01-01 | 16.756720584834900 |
| 2001-02-01 | 16.579323622856600 |
| 2001-03-01 | 16.778574450997800 |
| 2001-04-01 | 16.103323170736500 |
| 2001-05-01 | 16.504729020889002 |
| 2001-06-01 | 16.294446444773400 |
| 2001-07-01 | 15.898439525614700 |
| 2001-08-01 | 15.609926760250600 |
| 2001-09-01 | 15.576978400517302 |
| 2001-10-01 | 15.623573903349000 |
| 2001-11-01 | 15.601226627331500 |
| 2001-12-01 | 15.600229492941502 |
| 2002-01-01 | 15.850812125268302 |
| 2002-02-01 | 15.979097820109901 |
| 2002-03-01 | 15.823659943575098 |
| 2002-04-01 | 15.794119831612900 |
| 2002-05-01 | 15.836645833924400 |
| 2002-06-01 | 16.018239958535098 |
| 2002-07-01 | 15.914562573376400 |
| 2002-08-01 | 15.967411903382402 |
| 2002-09-01 | 16.015558688735197 |
| 2002-10-01 | 16.380393454004600 |
| 2002-11-01 | 16.354518528058500 |
| 2002-12-01 | 16.341561221484803 |
| 2003-01-01 | 18.271026231989000 |
| 2003-02-01 | 18.276586952882300 |
| 2003-03-01 | 18.651863567375397 |
| 2003-04-01 | 18.850495382923697 |
| 2003-05-01 | 18.928320445292000 |
| 2003-06-01 | 18.823166647322896 |
| 2003-07-01 | 19.263372424297500 |
| 2003-08-01 | 19.405058525024900 |
| 2003-09-01 | 19.515487285508200 |
| 2003-10-01 | 19.295492358243000 |
| 2003-11-01 | 19.338915324251700 |
| 2003-12-01 | 19.003903577855100 |
| 2004-01-01 | 19.041019981295100 |
| 2004-02-01 | 18.881654129143100 |
| 2004-03-01 | 18.752624961808802 |
| 2004-04-01 | 19.103591956845400 |
| 2004-05-01 | 19.097341564517300 |
| 2004-06-01 | 19.174625972720600 |
| 2004-07-01 | 19.631239678655900 |
| 2004-08-01 | 19.919061489030200 |
| 2004-09-01 | 19.488126510142000 |
| 2004-10-01 | 19.415200254652800 |
| 2004-11-01 | 19.500175411566502 |
| 2004-12-01 | 19.212640149331000 |
| 2005-01-01 | 19.581485341510600 |
| 2005-02-01 | 19.426803582249300 |
| 2005-03-01 | 19.310277971629898 |
| 2005-04-01 | 19.540550737927300 |
| 2005-05-01 | 19.558516981027000 |
| 2005-06-01 | 20.012653234565303 |
| 2005-07-01 | 20.397353621201898 |
| 2005-08-01 | 20.511821198849500 |
| 2005-09-01 | 20.401390936557500 |
| 2005-10-01 | 20.157107105005103 |
| 2005-11-01 | 19.951016936964802 |
| 2005-12-01 | 20.256559653551896 |
| 2006-01-01 | 20.065422299283103 |
| 2006-02-01 | 20.513957360827900 |
| 2006-03-01 | 20.688638546310500 |
| 2006-04-01 | 20.461473302195600 |
| 2006-05-01 | 20.689647866208400 |
| 2006-06-01 | 20.670596217015603 |
| 2006-07-01 | 20.682256525606500 |
| 2006-08-01 | 21.046366239135804 |
| 2006-09-01 | 20.717733109484400 |
| 2006-10-01 | 21.913836073004397 |
| 2006-11-01 | 21.375434086213300 |
| 2006-12-01 | 21.558326622745500 |
| 2007-01-01 | 21.117864428430103 |
| 2007-02-01 | 21.081738353945500 |
| 2007-03-01 | 21.278135456098003 |
| 2007-04-01 | 21.281180043426602 |
| 2007-05-01 | 21.527605076630000 |
| 2007-06-01 | 21.468627407381100 |
| 2007-07-01 | 21.211610270897502 |
| 2007-08-01 | 21.242125572697800 |
| 2007-09-01 | 21.555520374983000 |
| 2007-10-01 | 22.500633237765500 |
| 2007-11-01 | 22.583662236169300 |
| 2007-12-01 | 22.841504237760500 |
| 2008-01-01 | 23.760748115382900 |
| 2008-02-01 | 23.406618664037800 |
| 2008-03-01 | 23.194317710882100 |
| 2008-04-01 | 23.643322954472800 |
| 2008-05-01 | 23.423017365599698 |
| 2008-06-01 | 23.939566255608000 |
| 2008-07-01 | 23.604061774916396 |
| 2008-08-01 | 23.405842849294500 |
| 2008-09-01 | 24.402380336903402 |
| 2008-10-01 | 23.571891442743002 |
| 2008-11-01 | 23.908321478857900 |
| 2008-12-01 | 23.782862022083800 |
| 2009-01-01 | 23.782871214114500 |
| 2009-02-01 | 24.071066758049803 |
| 2009-03-01 | 23.805480345169503 |
| 2009-04-01 | 23.341770170244104 |
| 2009-05-01 | 23.227754764347402 |
| 2009-06-01 | 23.076881124462200 |
| 2009-07-01 | 23.247177126057800 |
| 2009-08-01 | 22.280866526806697 |
| 2009-09-01 | 23.446214832950396 |
| 2009-10-01 | 23.238817595504898 |
| 2009-11-01 | 23.522521271474900 |
| 2009-12-01 | 23.559704853047700 |
| 2010-01-01 | 23.404816470338300 |
| 2010-02-01 | 23.384036129327400 |
| 2010-03-01 | 23.285550123236998 |
| 2010-04-01 | 23.731093810149698 |
| 2010-05-01 | 24.118886839834598 |
| 2010-06-01 | 23.428573636999000 |
| 2010-07-01 | 23.572001483024696 |
| 2010-08-01 | 22.842198701114803 |
| 2010-09-01 | 23.487065224624600 |
| 2010-10-01 | 23.856344391264100 |
| 2010-11-01 | 23.965009413161802 |
| 2010-12-01 | 24.176571915414800 |
| 2011-01-01 | 24.196811155217300 |
| 2011-02-01 | 24.055556295529900 |
| 2011-03-01 | 24.308718346161500 |
| 2011-04-01 | 24.010746362654800 |
| 2011-05-01 | 23.750884426006497 |
| 2011-06-01 | 24.263537145031900 |
| 2011-07-01 | 25.471181480658498 |
| 2011-08-01 | 24.581451535931100 |
| 2011-09-01 | 24.653839284240200 |
| 2011-10-01 | 24.400727472034898 |
| 2011-11-01 | 24.503161470519700 |
| 2011-12-01 | 24.720448963736500 |
| 2012-01-01 | 25.154455601713500 |
| 2012-02-01 | 24.779690514670600 |
| 2012-03-01 | 24.870832419257300 |
| 2012-04-01 | 24.200954438613500 |
| 2012-05-01 | 24.725650943717998 |
| 2012-06-01 | 24.963812149484500 |
| 2012-07-01 | 24.354440275843100 |
| 2012-08-01 | 24.736003519173200 |
| 2012-09-01 | 24.618502469898700 |
| 2012-10-01 | 24.698271999818600 |
| 2012-11-01 | 24.644709503668200 |
| 2012-12-01 | 24.507378986445698 |
| 2013-01-01 | 24.739457791530700 |
| 2013-02-01 | 24.852105278430100 |
| 2013-03-01 | 25.007868467497396 |
| 2013-04-01 | 25.323069380303900 |
| 2013-05-01 | 25.215095359779500 |
| 2013-06-01 | 25.214572408166898 |
| 2013-07-01 | 25.640919299807200 |
| 2013-08-01 | 25.603631803106197 |
| 2013-09-01 | 25.366424491437897 |
| 2013-10-01 | 25.276121069466400 |
| 2013-11-01 | 25.139850838788000 |
| 2013-12-01 | 25.163840086779700 |
| 2014-01-01 | 25.361518949929700 |
| 2014-02-01 | 25.583418353451098 |
| 2014-03-01 | 25.444398205305400 |
| 2014-04-01 | 25.317214905634300 |
| 2014-05-01 | 25.211893250183600 |
| 2014-06-01 | 25.176360476667500 |
| 2014-07-01 | 24.959358282965700 |
| 2014-08-01 | 25.034005452231200 |
| 2014-09-01 | 25.299074048767800 |
| 2014-10-01 | 25.479695761112500 |
| 2014-11-01 | 25.438983706494003 |
| 2014-12-01 | 25.513453973050105 |
| 2015-01-01 | 25.169521791377600 |
| 2015-02-01 | 25.070564174324197 |
| 2015-03-01 | 25.326628192843103 |
| 2015-04-01 | 25.406246081107803 |
| 2015-05-01 | 25.465903278787398 |
| 2015-06-01 | 25.763837025122700 |
| 2015-07-01 | 25.802069188285000 |
| 2015-08-01 | 25.702371143444100 |
| 2015-09-01 | 25.549119152970900 |
| 2015-10-01 | 25.670832680085102 |
| 2015-11-01 | 25.824589884953298 |
| 2015-12-01 | 25.751081653615397 |
| 2016-01-01 | 25.765546814778700 |
| 2016-02-01 | 25.701421201809200 |
| 2016-03-01 | 25.865493746796197 |
| 2016-04-01 | 26.295201680358200 |
| 2016-05-01 | 26.401295932946500 |
| 2016-06-01 | 26.341941189343400 |
| 2016-07-01 | 26.868886538076897 |
| 2016-08-01 | 26.664677438127900 |
| 2016-09-01 | 27.101898205263100 |
| 2016-10-01 | 27.071510167165400 |
| 2016-11-01 | 27.274288244191000 |
| 2016-12-01 | 27.343413764016400 |
| 2017-01-01 | 27.449592956812800 |
| 2017-02-01 | 27.669189835733400 |
| 2017-03-01 | 28.140861561925500 |
| 2017-04-01 | 27.606877236151398 |
| 2017-05-01 | 27.935927280098802 |
| 2017-06-01 | 27.814461666571603 |
| 2017-07-01 | 27.814564721057300 |
| 2017-08-01 | 28.243649151358800 |
| 2017-09-01 | 28.371890354690400 |
| 2017-10-01 | 27.872172489905400 |
| 2017-11-01 | 28.209393195405102 |
| 2017-12-01 | 28.563132256478700 |
| 2018-01-01 | 29.155240948563200 |
| 2018-02-01 | 28.797165149516300 |
| 2018-03-01 | 28.993450229854304 |
| 2018-04-01 | 29.146662605151100 |
| 2018-05-01 | 29.112783343109303 |
| 2018-06-01 | 29.018650181552896 |
| 2018-07-01 | 28.945028887844302 |
| 2018-08-01 | 29.193108480298400 |
| 2018-09-01 | 29.372481504861300 |
| 2018-10-01 | 29.868971178888998 |
| 2018-11-01 | 29.826491608456003 |
| 2018-12-01 | 30.083661755762200 |
| 2019-01-01 | 30.879893925544500 |
| 2019-02-01 | 31.192816885135898 |
| 2019-03-01 | 31.506017341835200 |
| 2019-04-01 | 31.550788134368300 |
| 2019-05-01 | 31.465605361862604 |
| 2019-06-01 | 31.299216590236203 |
| 2019-07-01 | 31.414474589641200 |
| 2019-08-01 | 31.399266722821000 |
| 2019-09-01 | 31.824683677505398 |
| 2019-10-01 | 31.484078404114800 |
| 2019-11-01 | 31.910751169128606 |
| 2019-12-01 | 32.094927170599796 |
| 2020-01-01 | 31.840550666619100 |
| 2020-02-01 | 32.281659009752005 |
| 2020-03-01 | 31.389223583291802 |
| 2020-04-01 | 25.165005451096803 |
| 2020-05-01 | 25.149115767613000 |
| 2020-06-01 | 26.515453879179102 |
| 2020-07-01 | 27.452088748742398 |
| 2020-08-01 | 28.053044080151800 |
| 2020-09-01 | 27.690539466321397 |
| 2020-10-01 | 28.421274806174900 |
| 2020-11-01 | 28.599284749942196 |
| 2020-12-01 | 28.568727370278697 |
| 2021-01-01 | 28.771947324827000 |
| 2021-02-01 | 28.809021141985397 |
| 2021-03-01 | 29.514036442257105 |
| 2021-04-01 | 30.020246706220604 |
| 2021-05-01 | 30.668936901083498 |
| 2021-06-01 | 31.443667949927000 |
| 2021-07-01 | 32.727275985078805 |
| 2021-08-01 | 32.275819889313900 |
| 2021-09-01 | 32.305488220583100 |
| 2021-10-01 | 32.655067358533200 |
| 2021-11-01 | 32.945183572248304 |
| 2021-12-01 | 33.183867169560300 |
| 2022-01-01 | 33.880114183583100 |
| 2022-02-01 | 34.141972983071696 |
| 2022-03-01 | 34.287076571827505 |
| 2022-04-01 | 34.948229670932804 |
| 2022-05-01 | 34.999859143596694 |
| 2022-06-01 | 35.360052087299300 |
| 2022-07-01 | 35.626834069587204 |
| 2022-08-01 | 35.872315463609400 |
| 2022-09-01 | 36.013016486818900 |
| 2022-10-01 | 36.354676622217900 |
| 2022-11-01 | 36.964174304525200 |
| 2022-12-01 | 37.294258107136200 |
| 2023-01-01 | 37.440918557730996 |
| 2023-02-01 | 37.782693994660300 |
| 2023-03-01 | 38.645010034205200 |
| 2023-04-01 | 38.480560784287500 |
| 2023-05-01 | 39.124322970063400 |
| 2023-06-01 | 37.886354595795900 |
| 2023-07-01 | 38.662955313117600 |
| 2023-08-01 | 39.437686063140795 |
| 2023-09-01 | 39.320474966453700 |
| 2023-10-01 | 39.359626312527000 |
| 2023-11-01 | 39.443870393735500 |
| 2023-12-01 | 39.938334719325900 |
| 2024-01-01 | 39.971739821144205 |
| 2024-02-01 | 40.126550318996800 |
| 2024-03-01 | 40.138247599309800 |
| 2024-04-01 | 40.263119903383000 |
| 2024-05-01 | 40.446351277598600 |
| 2024-06-01 | 40.779954558542900 |
| 2024-07-01 | 44.472507283282496 |
| 2024-08-01 | 40.968568151437005 |
| 2024-09-01 | 41.267672026731700 |
