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 2026-07-01 |
| Last Updated | 2026-08-21 7:27 PM 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 | 9.76706694213132 |
| 1990-02-01 | 9.63488118472893 |
| 1990-03-01 | 9.57204436238994 |
| 1990-04-01 | 9.49892372222541 |
| 1990-05-01 | 9.56165596155459 |
| 1990-06-01 | 9.73734680596290 |
| 1990-07-01 | 10.08803232269260 |
| 1990-08-01 | 10.07616941108480 |
| 1990-09-01 | 9.96920589122382 |
| 1990-10-01 | 9.83850800437979 |
| 1990-11-01 | 10.02132972728480 |
| 1990-12-01 | 9.97579340664020 |
| 1991-01-01 | 10.19256344455560 |
| 1991-02-01 | 10.11025540151780 |
| 1991-03-01 | 10.13837291082650 |
| 1991-04-01 | 10.27500744838070 |
| 1991-05-01 | 10.34749351477050 |
| 1991-06-01 | 10.45232839458090 |
| 1991-07-01 | 10.42262036768320 |
| 1991-08-01 | 10.52470324099880 |
| 1991-09-01 | 10.78363329050240 |
| 1991-10-01 | 10.30613086558560 |
| 1991-11-01 | 10.20176251387740 |
| 1991-12-01 | 10.25235165342550 |
| 1992-01-01 | 10.32500766519080 |
| 1992-02-01 | 10.27208280581070 |
| 1992-03-01 | 10.39914529791450 |
| 1992-04-01 | 10.65719133883740 |
| 1992-05-01 | 10.75091154813660 |
| 1992-06-01 | 10.78626184372960 |
| 1992-07-01 | 11.09804094835990 |
| 1992-08-01 | 11.10284513657270 |
| 1992-09-01 | 11.21648453101810 |
| 1992-10-01 | 11.33358361721540 |
| 1992-11-01 | 11.45135926061610 |
| 1992-12-01 | 11.58390893864000 |
| 1993-01-01 | 11.49500236850250 |
| 1993-02-01 | 11.90145219157300 |
| 1993-03-01 | 12.02986887652320 |
| 1993-04-01 | 11.90516953231380 |
| 1993-05-01 | 11.93632267007380 |
| 1993-06-01 | 11.83613054239930 |
| 1993-07-01 | 11.88209858938220 |
| 1993-08-01 | 11.91724066730910 |
| 1993-09-01 | 12.17899330629500 |
| 1993-10-01 | 11.95779143211270 |
| 1993-11-01 | 11.99380442444720 |
| 1993-12-01 | 12.01257620547540 |
| 1994-01-01 | 11.94880795339510 |
| 1994-02-01 | 12.03751990295990 |
| 1994-03-01 | 12.11042781344670 |
| 1994-04-01 | 12.08085807376790 |
| 1994-05-01 | 12.22754862187140 |
| 1994-06-01 | 12.48691698469910 |
| 1994-07-01 | 12.47677614289540 |
| 1994-08-01 | 12.41801268922140 |
| 1994-09-01 | 12.75291359919780 |
| 1994-10-01 | 13.16299541622770 |
| 1994-11-01 | 13.40568984454210 |
| 1994-12-01 | 13.12730191079280 |
| 1995-01-01 | 13.21470590170970 |
| 1995-02-01 | 13.16888732698850 |
| 1995-03-01 | 13.19729812797290 |
| 1995-04-01 | 12.54906208050080 |
| 1995-05-01 | 12.78597581667200 |
| 1995-06-01 | 13.09333660938060 |
| 1995-07-01 | 13.15785864707410 |
| 1995-08-01 | 13.45202705334610 |
| 1995-09-01 | 13.74196633346550 |
| 1995-10-01 | 13.82027329976380 |
| 1995-11-01 | 14.33730358404970 |
| 1995-12-01 | 14.17064754779100 |
| 1996-01-01 | 13.73336315410050 |
| 1996-02-01 | 14.03836008123790 |
| 1996-03-01 | 13.89918739482720 |
| 1996-04-01 | 14.17310807752170 |
| 1996-05-01 | 14.20200229797210 |
| 1996-06-01 | 14.17094669010060 |
| 1996-07-01 | 14.67428734839780 |
| 1996-08-01 | 14.33788859979790 |
| 1996-09-01 | 14.21291969998970 |
| 1996-10-01 | 14.42566259370450 |
| 1996-11-01 | 14.50681203087030 |
| 1996-12-01 | 14.65031250440680 |
| 1997-01-01 | 14.97675429948830 |
| 1997-02-01 | 15.24421192620700 |
| 1997-03-01 | 15.28461695415500 |
| 1997-04-01 | 15.50586641701770 |
| 1997-05-01 | 15.60283491854600 |
| 1997-06-01 | 15.40074870909210 |
| 1997-07-01 | 15.38100684831280 |
| 1997-08-01 | 15.63826671536500 |
| 1997-09-01 | 15.40082145315850 |
| 1997-10-01 | 16.23743507765160 |
| 1997-11-01 | 16.37304148700650 |
| 1997-12-01 | 16.34133465456380 |
| 1998-01-01 | 16.52404419224270 |
| 1998-02-01 | 16.57243370972520 |
| 1998-03-01 | 16.32145942984050 |
| 1998-04-01 | 16.65525737876660 |
| 1998-05-01 | 16.80451062971130 |
| 1998-06-01 | 16.80396488184200 |
| 1998-07-01 | 16.61501288417410 |
| 1998-08-01 | 16.61924870664690 |
| 1998-09-01 | 16.67263688824960 |
| 1998-10-01 | 16.49801484730120 |
| 1998-11-01 | 16.58673413344580 |
| 1998-12-01 | 16.79020601152950 |
| 1999-01-01 | 16.72964998399350 |
| 1999-02-01 | 16.62035657980670 |
| 1999-03-01 | 16.85880295508790 |
| 1999-04-01 | 16.86359507602940 |
| 1999-05-01 | 16.96937960424780 |
| 1999-06-01 | 17.07809484204770 |
| 1999-07-01 | 17.62745018609620 |
| 1999-08-01 | 17.51610069710960 |
| 1999-09-01 | 17.20351819353300 |
| 1999-10-01 | 17.11677991212200 |
| 1999-11-01 | 17.38976933885510 |
| 1999-12-01 | 17.34762673960580 |
| 2000-01-01 | 16.83525810206100 |
| 2000-02-01 | 17.45277527010950 |
| 2000-03-01 | 17.66494750783340 |
| 2000-04-01 | 17.64776833718540 |
| 2000-05-01 | 17.54728212392300 |
| 2000-06-01 | 18.09746683469920 |
| 2000-07-01 | 18.34573699598820 |
| 2000-08-01 | 18.74003198751330 |
| 2000-09-01 | 18.30377961031710 |
| 2000-10-01 | 17.89799259648740 |
| 2000-11-01 | 18.15823467319820 |
| 2000-12-01 | 18.40740649862740 |
| 2001-01-01 | 16.75724926754570 |
| 2001-02-01 | 16.57958864067340 |
| 2001-03-01 | 16.77887433965220 |
| 2001-04-01 | 16.10351419024820 |
| 2001-05-01 | 16.50476579734720 |
| 2001-06-01 | 16.29448812478530 |
| 2001-07-01 | 15.89840163060220 |
| 2001-08-01 | 15.60981597507370 |
| 2001-09-01 | 15.57679000883710 |
| 2001-10-01 | 15.62343026972170 |
| 2001-11-01 | 15.60085212928400 |
| 2001-12-01 | 15.59974132877250 |
| 2002-01-01 | 15.85134815746490 |
| 2002-02-01 | 15.97935243763370 |
| 2002-03-01 | 15.82396618214610 |
| 2002-04-01 | 15.79430922398550 |
| 2002-05-01 | 15.83669827681190 |
| 2002-06-01 | 16.01826413465720 |
| 2002-07-01 | 15.91448431401280 |
| 2002-08-01 | 15.96728585497050 |
| 2002-09-01 | 16.01538666976160 |
| 2002-10-01 | 16.38026282484110 |
| 2002-11-01 | 16.35420076642500 |
| 2002-12-01 | 16.34115221379970 |
| 2003-01-01 | 18.27150915443840 |
| 2003-02-01 | 18.27680802681750 |
| 2003-03-01 | 18.65219721794700 |
| 2003-04-01 | 18.85069044439530 |
| 2003-05-01 | 18.92839617665820 |
| 2003-06-01 | 18.82318947128490 |
| 2003-07-01 | 19.26325305621940 |
| 2003-08-01 | 19.40491601625680 |
| 2003-09-01 | 19.51531936118190 |
| 2003-10-01 | 19.29538469259870 |
| 2003-11-01 | 19.33864966052200 |
| 2003-12-01 | 19.00356029584460 |
| 2004-01-01 | 19.04138021984680 |
| 2004-02-01 | 18.88179752305420 |
| 2004-03-01 | 18.75289544187280 |
| 2004-04-01 | 19.10374024147060 |
| 2004-05-01 | 19.09741764182940 |
| 2004-06-01 | 19.17463415533560 |
| 2004-07-01 | 19.63111547455600 |
| 2004-08-01 | 19.91893814045180 |
| 2004-09-01 | 19.48800296976130 |
| 2004-10-01 | 19.41512529272510 |
| 2004-11-01 | 19.50004708725030 |
| 2004-12-01 | 19.21248539637170 |
| 2005-01-01 | 19.58166281664230 |
| 2005-02-01 | 19.42686278396780 |
| 2005-03-01 | 19.31046576575320 |
| 2005-04-01 | 19.54064746630730 |
| 2005-05-01 | 19.55857282518960 |
| 2005-06-01 | 20.01266863876380 |
| 2005-07-01 | 20.39725185591890 |
| 2005-08-01 | 20.51173521020120 |
| 2005-09-01 | 20.40130006320490 |
| 2005-10-01 | 20.15706585538140 |
| 2005-11-01 | 19.95096115918140 |
| 2005-12-01 | 20.25647824700740 |
| 2006-01-01 | 20.06552149534870 |
| 2006-02-01 | 20.51399311262380 |
| 2006-03-01 | 20.68875228555540 |
| 2006-04-01 | 20.46152676349050 |
| 2006-05-01 | 20.68968009707000 |
| 2006-06-01 | 20.67060610650000 |
| 2006-07-01 | 20.68218571914730 |
| 2006-08-01 | 21.04630710753830 |
| 2006-09-01 | 20.71767098444790 |
| 2006-10-01 | 21.91381052438060 |
| 2006-11-01 | 21.37543407129550 |
| 2006-12-01 | 21.55832215817230 |
| 2007-01-01 | 21.11788490294970 |
| 2007-02-01 | 21.08176132116140 |
| 2007-03-01 | 21.27818198818220 |
| 2007-04-01 | 21.28120313225900 |
| 2007-05-01 | 21.52762199382510 |
| 2007-06-01 | 21.46863701784440 |
| 2007-07-01 | 21.21157646793550 |
| 2007-08-01 | 21.24209678854270 |
| 2007-09-01 | 21.55546753568390 |
| 2007-10-01 | 22.50062166568940 |
| 2007-11-01 | 22.58367229832170 |
| 2007-12-01 | 22.84151007472910 |
| 2008-01-01 | 23.76076653586700 |
| 2008-02-01 | 23.40663334832320 |
| 2008-03-01 | 23.19433122470750 |
| 2008-04-01 | 23.64333352913530 |
| 2008-05-01 | 23.42302638949350 |
| 2008-06-01 | 23.93956885937040 |
| 2008-07-01 | 23.60405379132390 |
| 2008-08-01 | 23.40582903570250 |
| 2008-09-01 | 24.40233646333970 |
| 2008-10-01 | 23.57188419939950 |
| 2008-11-01 | 23.90832934969700 |
| 2008-12-01 | 23.78287059065260 |
| 2009-01-01 | 23.78288479030830 |
| 2009-02-01 | 24.07107310163460 |
| 2009-03-01 | 23.80548493597010 |
| 2009-04-01 | 23.34177213223470 |
| 2009-05-01 | 23.22776083539310 |
| 2009-06-01 | 23.07688176895380 |
| 2009-07-01 | 23.24717458145890 |
| 2009-08-01 | 22.28086512893680 |
| 2009-09-01 | 23.44618690699070 |
| 2009-10-01 | 23.23881338181980 |
| 2009-11-01 | 23.52252470280530 |
| 2009-12-01 | 23.55970876320280 |
| 2010-01-01 | 23.40482715373400 |
| 2010-02-01 | 23.38403892995360 |
| 2010-03-01 | 23.28555181017390 |
| 2010-04-01 | 23.73109297088750 |
| 2010-05-01 | 24.11889410724090 |
| 2010-06-01 | 23.42857419124860 |
| 2010-07-01 | 23.57199614445640 |
| 2010-08-01 | 22.84219639779650 |
| 2010-09-01 | 23.48705490527260 |
| 2010-10-01 | 23.85634274449540 |
| 2010-11-01 | 23.96500862304560 |
| 2010-12-01 | 24.17657190811450 |
| 2011-01-01 | 24.19682044658680 |
| 2011-02-01 | 24.05555670756580 |
| 2011-03-01 | 24.30871864075390 |
| 2011-04-01 | 24.01074490717940 |
| 2011-05-01 | 23.75089246423750 |
| 2011-06-01 | 24.26354010590230 |
| 2011-07-01 | 25.47117579754130 |
| 2011-08-01 | 24.58145060977790 |
| 2011-09-01 | 24.65383100679750 |
| 2011-10-01 | 24.40072148763840 |
| 2011-11-01 | 24.50315530527630 |
| 2011-12-01 | 24.72044484842930 |
| 2012-01-01 | 25.15446392091330 |
| 2012-02-01 | 24.77969720609710 |
| 2012-03-01 | 24.87084360939880 |
| 2012-04-01 | 24.20096601476820 |
| 2012-05-01 | 24.72566973172470 |
| 2012-06-01 | 24.96381763279230 |
| 2012-07-01 | 24.35442142206310 |
| 2012-08-01 | 24.73597340551550 |
| 2012-09-01 | 24.61846300630890 |
| 2012-10-01 | 24.69823648247800 |
| 2012-11-01 | 24.64469291375470 |
| 2012-12-01 | 24.50738935666620 |
| 2013-01-01 | 24.73950481790940 |
| 2013-02-01 | 24.85216526857670 |
| 2013-03-01 | 25.00793035199670 |
| 2013-04-01 | 25.32311424590300 |
| 2013-05-01 | 25.21511399911410 |
| 2013-06-01 | 25.21454884707920 |
| 2013-07-01 | 25.64083078526850 |
| 2013-08-01 | 25.60350892625830 |
| 2013-09-01 | 25.36629083957270 |
| 2013-10-01 | 25.27602363800200 |
| 2013-11-01 | 25.13983083928490 |
| 2013-12-01 | 25.16389608492580 |
| 2014-01-01 | 25.36163707515160 |
| 2014-02-01 | 25.58354700150220 |
| 2014-03-01 | 25.44479758635620 |
| 2014-04-01 | 25.31725248576050 |
| 2014-05-01 | 25.21187467160210 |
| 2014-06-01 | 25.17630307339400 |
| 2014-07-01 | 24.95919283104820 |
| 2014-08-01 | 25.03374034809200 |
| 2014-09-01 | 25.29875170720160 |
| 2014-10-01 | 25.47929737292320 |
| 2014-11-01 | 25.43861966559170 |
| 2014-12-01 | 25.51313656173790 |
| 2015-01-01 | 25.17120823132260 |
| 2015-02-01 | 25.07056211610580 |
| 2015-03-01 | 25.32731643192320 |
| 2015-04-01 | 25.40633144979740 |
| 2015-05-01 | 25.46592541853390 |
| 2015-06-01 | 25.76377438004430 |
| 2015-07-01 | 25.80107434786260 |
| 2015-08-01 | 25.70202332267610 |
| 2015-09-01 | 25.54868230260730 |
| 2015-10-01 | 25.67017478371070 |
| 2015-11-01 | 25.82383963098310 |
| 2015-12-01 | 25.75028859130870 |
| 2016-01-01 | 25.76882368704720 |
| 2016-02-01 | 25.70134582142320 |
| 2016-03-01 | 25.86666746456830 |
| 2016-04-01 | 26.29551440211680 |
| 2016-05-01 | 26.40142373436960 |
| 2016-06-01 | 26.34177924037950 |
| 2016-07-01 | 26.86682079714930 |
| 2016-08-01 | 26.66422483415630 |
| 2016-09-01 | 27.10153595621260 |
| 2016-10-01 | 27.07079948083130 |
| 2016-11-01 | 27.27308369565610 |
| 2016-12-01 | 27.34147186578180 |
| 2017-01-01 | 27.45353415456230 |
| 2017-02-01 | 27.66727490659800 |
| 2017-03-01 | 28.14337597269030 |
| 2017-04-01 | 27.61103992509480 |
| 2017-05-01 | 27.93840156461110 |
| 2017-06-01 | 27.81648544174440 |
| 2017-07-01 | 27.80151967640700 |
| 2017-08-01 | 28.24335267545580 |
| 2017-09-01 | 28.37291404296050 |
| 2017-10-01 | 27.87165201473320 |
| 2017-11-01 | 28.20887012463150 |
| 2017-12-01 | 28.56220971955640 |
| 2018-01-01 | 29.16127921348750 |
| 2018-02-01 | 28.78270885903910 |
| 2018-03-01 | 29.00170930539560 |
| 2018-04-01 | 29.15876419266660 |
| 2018-05-01 | 29.12009843533480 |
| 2018-06-01 | 29.02394185106000 |
| 2018-07-01 | 28.91691539027060 |
| 2018-08-01 | 29.19187001827970 |
| 2018-09-01 | 29.37352973563110 |
| 2018-10-01 | 29.86743311038260 |
| 2018-11-01 | 29.82583826030710 |
| 2018-12-01 | 30.08328717393710 |
| 2019-01-01 | 30.88818655071010 |
| 2019-02-01 | 31.16439142104910 |
| 2019-03-01 | 31.52271027530950 |
| 2019-04-01 | 31.57511548286840 |
| 2019-05-01 | 31.48181583813690 |
| 2019-06-01 | 31.31095702362570 |
| 2019-07-01 | 31.36966022310800 |
| 2019-08-01 | 31.39634246049050 |
| 2019-09-01 | 31.82209273715950 |
| 2019-10-01 | 31.47294995857130 |
| 2019-11-01 | 31.90535572461770 |
| 2019-12-01 | 32.09269428434430 |
| 2020-01-01 | 31.84948069052850 |
| 2020-02-01 | 32.24198793223340 |
| 2020-03-01 | 31.41935143269890 |
| 2020-04-01 | 25.19811495348210 |
| 2020-05-01 | 25.17411536888470 |
| 2020-06-01 | 26.54494837756840 |
| 2020-07-01 | 27.38092143006590 |
| 2020-08-01 | 28.04536935372450 |
| 2020-09-01 | 27.68850563623240 |
| 2020-10-01 | 28.39756149742130 |
| 2020-11-01 | 28.57914246967740 |
| 2020-12-01 | 28.57732689095280 |
| 2021-01-01 | 28.77092002125040 |
| 2021-02-01 | 28.75445218350130 |
| 2021-03-01 | 29.54843774051600 |
| 2021-04-01 | 30.08436642572370 |
| 2021-05-01 | 30.73213723345280 |
| 2021-06-01 | 31.53997703855520 |
| 2021-07-01 | 32.61217661514740 |
| 2021-08-01 | 32.24125486488350 |
| 2021-09-01 | 32.29648815086980 |
| 2021-10-01 | 32.59206371752450 |
| 2021-11-01 | 32.88524699901400 |
| 2021-12-01 | 33.20562816614970 |
| 2022-01-01 | 33.86204353168700 |
| 2022-02-01 | 34.04320421396130 |
| 2022-03-01 | 34.34293929010790 |
| 2022-04-01 | 35.05670927929430 |
| 2022-05-01 | 35.14068407768740 |
| 2022-06-01 | 35.59070121600070 |
| 2022-07-01 | 35.47308448541530 |
| 2022-08-01 | 35.78042797628140 |
| 2022-09-01 | 35.97588956316280 |
| 2022-10-01 | 36.21350495415110 |
| 2022-11-01 | 36.65589728164820 |
| 2022-12-01 | 36.92939175783090 |
| 2023-01-01 | 36.78119878914550 |
| 2023-02-01 | 36.86430921604780 |
| 2023-03-01 | 37.75351982796050 |
| 2023-04-01 | 37.50314212337710 |
| 2023-05-01 | 38.02779221054120 |
| 2023-06-01 | 36.76426434206910 |
| 2023-07-01 | 38.03808011043310 |
| 2023-08-01 | 37.56945971543360 |
| 2023-09-01 | 37.09220712704930 |
| 2023-10-01 | 36.87033674577870 |
| 2023-11-01 | 36.85868882642490 |
| 2023-12-01 | 36.80953737464500 |
| 2024-01-01 | 37.75607389545740 |
| 2024-02-01 | 37.24524021187400 |
| 2024-03-01 | 36.94917567046180 |
| 2024-04-01 | 36.75580627971840 |
| 2024-05-01 | 36.67499311662890 |
| 2024-06-01 | 36.66196027011390 |
| 2024-07-01 | 36.52761409811600 |
| 2024-08-01 | 36.60327761675400 |
| 2024-09-01 | 36.64165914189300 |
| 2024-10-01 | 36.83873603595470 |
| 2024-11-01 | 37.06321395771050 |
| 2024-12-01 | 37.07001259335280 |
| 2025-01-01 | 37.09890539118350 |
| 2025-02-01 | 37.20124549472440 |
| 2025-03-01 | 37.13837257467430 |
| 2025-04-01 | 37.30728810245730 |
| 2025-05-01 | 37.18038384602880 |
| 2025-06-01 | 36.95412608176720 |
| 2025-07-01 | 36.15032845871540 |
| 2025-08-01 | 37.44115971256020 |
| 2025-09-01 | 37.78819844411830 |
| 2025-10-01 | 38.03140456102190 |
| 2025-11-01 | 37.91529643551100 |
| 2025-12-01 | 38.22095741057400 |
| 2026-01-01 | 38.38288706923080 |
| 2026-02-01 | 38.53880216344220 |
| 2026-03-01 | 38.90253464241610 |
| 2026-04-01 | 39.20782741409900 |
| 2026-05-01 | 39.03542145003970 |
| 2026-06-01 | 40.43168243993360 |
| 2026-07-01 | 42.08492677512570 |