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 2026-06-01
Last Updated 2026-07-22 10:40 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 9.76706767703219
1990-02-01 9.63488116600140
1990-03-01 9.57204429499462
1990-04-01 9.49892359323763
1990-05-01 9.56165578976449
1990-06-01 9.73734663161645
1990-07-01 10.08803217865320
1990-08-01 10.07616930570840
1990-09-01 9.96920550875048
1990-10-01 9.83850819807585
1990-11-01 10.02132992763890
1990-12-01 9.97579338812322
1991-01-01 10.19256439141200
1991-02-01 10.11025540242650
1991-03-01 10.13837286655120
1991-04-01 10.27500730675510
1991-05-01 10.34749327337570
1991-06-01 10.45232810905460
1991-07-01 10.42262005563060
1991-08-01 10.52470294112060
1991-09-01 10.78363257076290
1991-10-01 10.30613187814820
1991-11-01 10.20176263442300
1991-12-01 10.25235162572460
1992-01-01 10.32500881845990
1992-02-01 10.27208288158200
1992-03-01 10.39914529000790
1992-04-01 10.65719101357330
1992-05-01 10.75091117461430
1992-06-01 10.78626129049980
1992-07-01 11.09804033448830
1992-08-01 11.10284461012820
1992-09-01 11.21648356641720
1992-10-01 11.33358571753340
1992-11-01 11.45135943080610
1992-12-01 11.58390868459330
1993-01-01 11.49500439107290
1993-02-01 11.90145222461600
1993-03-01 12.02986875913160
1993-04-01 11.90516898063890
1993-05-01 11.93632242189080
1993-06-01 11.83613024206730
1993-07-01 11.88209453845290
1993-08-01 11.91724073914160
1993-09-01 12.17899291998220
1993-10-01 11.95779523722100
1993-11-01 11.99380490495200
1993-12-01 12.01257584283920
1994-01-01 11.94881083387880
1994-02-01 12.03751966191850
1994-03-01 12.11042726949040
1994-04-01 12.08085692627950
1994-05-01 12.22754814156260
1994-06-01 12.48691646341240
1994-07-01 12.47676818058160
1994-08-01 12.41801273259830
1994-09-01 12.75291897628760
1994-10-01 13.16299975373170
1994-11-01 13.40569052142230
1994-12-01 13.12730155871350
1995-01-01 13.21471000716590
1995-02-01 13.16888736627600
1995-03-01 13.19729180089100
1995-04-01 12.54906069367680
1995-05-01 12.78597478726690
1995-06-01 13.09333536285050
1995-07-01 13.15784646387510
1995-08-01 13.45202869301830
1995-09-01 13.74198167727520
1995-10-01 13.82028167866370
1995-11-01 14.33730743838280
1995-12-01 14.17064833026770
1996-01-01 13.73336564615500
1996-02-01 14.03835675779280
1996-03-01 13.89916996586680
1996-04-01 14.17310185720990
1996-05-01 14.20199749596890
1996-06-01 14.17094341251360
1996-07-01 14.67427237742470
1996-08-01 14.33789333604280
1996-09-01 14.21295378794250
1996-10-01 14.42568403390580
1996-11-01 14.50682855158410
1996-12-01 14.65032048882880
1997-01-01 14.97673669979990
1997-02-01 15.24420016352150
1997-03-01 15.28457686416260
1997-04-01 15.50584415413660
1997-05-01 15.60283302256850
1997-06-01 15.40073344011790
1997-07-01 15.38098348014260
1997-08-01 15.63827943420780
1997-09-01 15.40088167613130
1997-10-01 16.23747939926690
1997-11-01 16.37311880968630
1997-12-01 16.34142257023210
1998-01-01 16.52393272448970
1998-02-01 16.57237012075300
1998-03-01 16.32137996013380
1998-04-01 16.65520659326160
1998-05-01 16.80451049224750
1998-06-01 16.80394035086150
1998-07-01 16.61499221671680
1998-08-01 16.61927727933130
1998-09-01 16.67273536865030
1998-10-01 16.49808910517080
1998-11-01 16.58687890853380
1998-12-01 16.79038104431280
1999-01-01 16.72944188457260
1999-02-01 16.62023498859210
1999-03-01 16.85867463634370
1999-04-01 16.86350896449470
1999-05-01 16.96937655382560
1999-06-01 17.07805915289470
1999-07-01 17.62743610916100
1999-08-01 17.51615224256420
1999-09-01 17.20364842402370
1999-10-01 17.11688019836070
1999-11-01 17.39000979387970
1999-12-01 17.34793057668150
2000-01-01 16.83492439835200
2000-02-01 17.45258805321480
2000-03-01 17.66475956231810
2000-04-01 17.64764122258740
2000-05-01 17.54726462267000
2000-06-01 18.09743408069120
2000-07-01 18.34574538608840
2000-08-01 18.74011195574930
2000-09-01 18.30394113897210
2000-10-01 17.89811799429670
2000-11-01 18.15853009296790
2000-12-01 18.40778106057630
2001-01-01 16.75686555228600
2001-02-01 16.57939804657110
2001-03-01 16.77865635824200
2001-04-01 16.10337549071120
2001-05-01 16.50473781247370
2001-06-01 16.29445756497540
2001-07-01 15.89842914428010
2001-08-01 15.60989626364900
2001-09-01 15.57692683074910
2001-10-01 15.62353497108630
2001-11-01 15.60112448331490
2001-12-01 15.60009639414080
2002-01-01 15.85095806143940
2002-02-01 15.97916944335440
2002-03-01 15.82374284544080
2002-04-01 15.79417123053080
2002-05-01 15.83665897337930
2002-06-01 16.01824611413190
2002-07-01 15.91454138528170
2002-08-01 15.96737748105460
2002-09-01 16.01551186642200
2002-10-01 16.38035836302080
2002-11-01 16.35443245825180
2002-12-01 16.34145051360010
2003-01-01 18.27115671220130
2003-02-01 18.27664908532520
2003-03-01 18.65195321973020
2003-04-01 18.85054783486550
2003-05-01 18.92833990429010
2003-06-01 18.82317225067670
2003-07-01 19.26334036739640
2003-08-01 19.40501985554760
2003-09-01 19.51544188927130
2003-10-01 19.29546383213240
2003-11-01 19.33884408043150
2003-12-01 19.00381172270540
2004-01-01 19.04111593172050
2004-02-01 18.88169451685780
2004-03-01 18.75269699360360
2004-04-01 19.10363136394760
2004-05-01 19.09736148451680
2004-06-01 19.17462763492960
2004-07-01 19.63120655966560
2004-08-01 19.91902835800160
2004-09-01 19.48809336148930
2004-10-01 19.41518057920830
2004-11-01 19.50014158425340
2004-12-01 19.21259967949640
2005-01-01 19.58153153292960
2005-02-01 19.42682016652410
2005-03-01 19.31032761011580
2005-04-01 19.54057620591660
2005-05-01 19.55853159903680
2005-06-01 20.01265709697020
2005-07-01 20.39732687161700
2005-08-01 20.51179830654200
2005-09-01 20.40136671844010
2005-10-01 20.15709647745280
2005-11-01 19.95100232220220
2005-12-01 20.25653832715530
2006-01-01 20.06544805477050
2006-02-01 20.51396718132240
2006-03-01 20.68866848631220
2006-04-01 20.46148728398380
2006-05-01 20.68965629010020
2006-06-01 20.67059877166040
2006-07-01 20.68223813742900
2006-08-01 21.04635061961260
2006-09-01 20.71771655372620
2006-10-01 21.91382945542060
2006-11-01 21.37543406919090
2006-12-01 21.55832532520660
2007-01-01 21.11786973501860
2007-02-01 21.08174439388210
2007-03-01 21.27814775759640
2007-04-01 21.28118613903680
2007-05-01 21.52760989209160
2007-06-01 21.46862997522890
2007-07-01 21.21160156877120
2007-08-01 21.24211786138770
2007-09-01 21.55550609551300
2007-10-01 22.50063019474870
2007-11-01 22.58366474959220
2007-12-01 22.84150555490110
2008-01-01 23.76075280055550
2008-02-01 23.40662249637850
2008-03-01 23.19432113721610
2008-04-01 23.64332559282620
2008-05-01 23.42302199297730
2008-06-01 23.93956674181270
2008-07-01 23.60405937392820
2008-08-01 23.40583876199280
2008-09-01 24.40236812263410
2008-10-01 23.57188922901660
2008-11-01 23.90832310852230
2008-12-01 23.78286373760180
2009-01-01 23.78287589531290
2009-02-01 24.07106804541740
2009-03-01 23.80548104930830
2009-04-01 23.34177025621480
2009-05-01 23.22776032710580
2009-06-01 23.07688144790840
2009-07-01 23.24717457056230
2009-08-01 22.28086559752270
2009-09-01 23.44620685682690
2009-10-01 23.23881610275580
2009-11-01 23.52252160267790
2009-12-01 23.55970508906710
2010-01-01 23.40482156667070
2010-02-01 23.38403602201150
2010-03-01 23.28554955888140
2010-04-01 23.73109273280850
2010-05-01 24.11889425807490
2010-06-01 23.42857431296450
2010-07-01 23.57199674423840
2010-08-01 22.84219769429770
2010-09-01 23.48706221794520
2010-10-01 23.85634369476100
2010-11-01 23.96500852910370
2010-12-01 24.17657064355070
2011-01-01 24.19681677364510
2011-02-01 24.05555459888890
2011-03-01 24.30871679158870
2011-04-01 24.01074537463820
2011-05-01 23.75089299406610
2011-06-01 24.26354061827660
2011-07-01 25.47117632509810
2011-08-01 24.58145133021370
2011-09-01 24.65383514833120
2011-10-01 24.40072180436850
2011-11-01 24.50315517076220
2011-12-01 24.72044475187290
2012-01-01 25.15446355682520
2012-02-01 24.77968663338350
2012-03-01 24.87084606151390
2012-04-01 24.20097041130170
2012-05-01 24.72567288905440
2012-06-01 24.96381929728270
2012-07-01 24.35442074780730
2012-08-01 24.73597148906850
2012-09-01 24.61846042625780
2012-10-01 24.69823401489390
2012-11-01 24.64469243779900
2012-12-01 24.50739209483780
2013-01-01 24.73950938418470
2013-02-01 24.85214816301840
2013-03-01 25.00793858898270
2013-04-01 25.32312388176420
2013-05-01 25.21512067623950
2013-06-01 25.21455240957410
2013-07-01 25.64082842059980
2013-08-01 25.60350274922060
2013-09-01 25.36628076920940
2013-10-01 25.27601361196210
2013-11-01 25.13982676115940
2013-12-01 25.16389772610760
2014-01-01 25.36163819118080
2014-02-01 25.58350776391620
2014-03-01 25.44487801616240
2014-04-01 25.31725041314080
2014-05-01 25.21187600864610
2014-06-01 25.17630965812640
2014-07-01 24.95919176925470
2014-08-01 25.03372875945180
2014-09-01 25.29872949734720
2014-10-01 25.47926467208020
2014-11-01 25.43858167810700
2014-12-01 25.51309834987210
2015-01-01 25.17138804098370
2015-02-01 25.07045358895200
2015-03-01 25.32741290614940
2015-04-01 25.40627094975140
2015-05-01 25.46588310401920
2015-06-01 25.76374897094340
2015-07-01 25.80134718325930
2015-08-01 25.70199157377200
2015-09-01 25.54863821635470
2015-10-01 25.67010690786440
2015-11-01 25.82374675433250
2015-12-01 25.75018135461840
2016-01-01 25.76914545009320
2016-02-01 25.70110602841210
2016-03-01 25.86672742291550
2016-04-01 26.29536924546680
2016-05-01 26.40136740438970
2016-06-01 26.34180550576480
2016-07-01 26.86750462161900
2016-08-01 26.66428112588640
2016-09-01 27.10152565656970
2016-10-01 27.07067511812420
2016-11-01 27.27287002840160
2016-12-01 27.34123357000390
2017-01-01 27.45393540294400
2017-02-01 27.66663015933010
2017-03-01 28.14375028146100
2017-04-01 27.61084881361060
2017-05-01 27.93758646097460
2017-06-01 27.81574306956210
2017-07-01 27.80541352268300
2017-08-01 28.24299405287820
2017-09-01 28.37259440073580
2017-10-01 27.87136937515770
2017-11-01 28.20864860555170
2017-12-01 28.56206164550140
2018-01-01 29.16177008804170
2018-02-01 28.78075146384950
2018-03-01 29.00247100009780
2018-04-01 29.15844031422040
2018-05-01 29.11830723508000
2018-06-01 29.02221859275600
2018-07-01 28.92561598408980
2018-08-01 29.19102495831080
2018-09-01 29.37286122262620
2018-10-01 29.86697248886480
2018-11-01 29.82562116890060
2018-12-01 30.08324818997670
2019-01-01 30.88873528728730
2019-02-01 31.16073369713230
2019-03-01 31.52357942089030
2019-04-01 31.57435964789390
2019-05-01 31.47871112192150
2019-06-01 31.30812791751430
2019-07-01 31.38431970137750
2019-08-01 31.39516208096880
2019-09-01 31.82114011430150
2019-10-01 31.47232092772600
2019-11-01 31.90525020125280
2019-12-01 32.09329722908800
2020-01-01 31.85046168505280
2020-02-01 32.23757114660730
2020-03-01 31.41987473902630
2020-04-01 25.19772812479460
2020-05-01 25.16604160077620
2020-06-01 26.53890265903310
2020-07-01 27.40613736040800
2020-08-01 28.04361788687610
2020-09-01 27.68736979593500
2020-10-01 28.39733882067330
2020-11-01 28.57987972181080
2020-12-01 28.57891226253730
2021-01-01 28.77234563946570
2021-02-01 28.75150642005310
2021-03-01 29.54628528677520
2021-04-01 30.08113389439430
2021-05-01 30.71269740365500
2021-06-01 31.52707345630840
2021-07-01 32.65551141859700
2021-08-01 32.24107921998940
2021-09-01 32.29871141740250
2021-10-01 32.59643927301950
2021-11-01 32.89040432219840
2021-12-01 33.21102063373370
2022-01-01 33.86480182933350
2022-02-01 34.03880969358920
2022-03-01 34.33276310582270
2022-04-01 35.04487177555360
2022-05-01 35.10480676541910
2022-06-01 35.54464061648640
2022-07-01 35.55093044677830
2022-08-01 35.78823253501890
2022-09-01 35.99004845880450
2022-10-01 36.23174447920830
2022-11-01 36.67358917853870
2022-12-01 36.94445452988660
2023-01-01 36.78820854444730
2023-02-01 36.85731864387290
2023-03-01 37.72417467636150
2023-04-01 37.46024300328130
2023-05-01 37.97466613536760
2023-06-01 36.63812278195160
2023-07-01 38.17192620802360
2023-08-01 37.61855666737820
2023-09-01 37.13835694303150
2023-10-01 36.91088127481760
2023-11-01 36.89137477095990
2023-12-01 36.83341877331110
2024-01-01 37.76506233598620
2024-02-01 37.23126699083210
2024-03-01 36.89872584013780
2024-04-01 36.67540068769530
2024-05-01 36.59355869468230
2024-06-01 36.42876505795720
2024-07-01 36.74194967476260
2024-08-01 36.69919496216090
2024-09-01 36.72312930922840
2024-10-01 36.90333827519110
2024-11-01 37.11160085316580
2024-12-01 37.10150229254030
2025-01-01 37.10847826013000
2025-02-01 37.18052560932820
2025-03-01 37.06557599048760
2025-04-01 37.18113909928920
2025-05-01 37.06984573286280
2025-06-01 36.61445501674710
2025-07-01 36.43760379263870
2025-08-01 37.59401959957080
2025-09-01 37.91031468131050
2025-10-01 38.12035460382020
2025-11-01 37.97675784695800
2025-12-01 38.25700534669690
2026-01-01 38.39068343516100
2026-02-01 38.50922886088070
2026-03-01 38.81148390916730
2026-04-01 39.04499477140790
2026-05-01 38.89434799319600
2026-06-01 39.97577515457400

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