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 2024-08-01 |
| Last Updated | 2024-09-21 6:03 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 | 9.767067990666789 |
| 1990-02-01 | 9.634881160207800 |
| 1990-03-01 | 9.572044269017260 |
| 1990-04-01 | 9.498923542074810 |
| 1990-05-01 | 9.561655721033120 |
| 1990-06-01 | 9.737346561412470 |
| 1990-07-01 | 10.088032119993300 |
| 1990-08-01 | 10.076169261487900 |
| 1990-09-01 | 9.969205341653470 |
| 1990-10-01 | 9.838508270936460 |
| 1990-11-01 | 10.021330005604300 |
| 1990-12-01 | 9.975793379731270 |
| 1991-01-01 | 10.192564794692300 |
| 1991-02-01 | 10.110255404760900 |
| 1991-03-01 | 10.138372850116900 |
| 1991-04-01 | 10.275007250700500 |
| 1991-05-01 | 10.347493176350900 |
| 1991-06-01 | 10.452327993101198 |
| 1991-07-01 | 10.422619927843700 |
| 1991-08-01 | 10.524702820182402 |
| 1991-09-01 | 10.783632264446800 |
| 1991-10-01 | 10.306132274150300 |
| 1991-11-01 | 10.201762683060199 |
| 1991-12-01 | 10.252351616224999 |
| 1992-01-01 | 10.325009310173600 |
| 1992-02-01 | 10.272082915731302 |
| 1992-03-01 | 10.399145289733600 |
| 1992-04-01 | 10.657190885402000 |
| 1992-05-01 | 10.750911025427301 |
| 1992-06-01 | 10.786261064152999 |
| 1992-07-01 | 11.098040080708001 |
| 1992-08-01 | 11.102844395761900 |
| 1992-09-01 | 11.216483152591200 |
| 1992-10-01 | 11.333586536664699 |
| 1992-11-01 | 11.451359503484600 |
| 1992-12-01 | 11.583908593879100 |
| 1993-01-01 | 11.495005250642400 |
| 1993-02-01 | 11.901452243710300 |
| 1993-03-01 | 12.029868719537700 |
| 1993-04-01 | 11.905168768258200 |
| 1993-05-01 | 11.936322329840300 |
| 1993-06-01 | 11.836130118901200 |
| 1993-07-01 | 11.882092864407900 |
| 1993-08-01 | 11.917240763840999 |
| 1993-09-01 | 12.178992730430600 |
| 1993-10-01 | 11.957796724034800 |
| 1993-11-01 | 11.993805104817800 |
| 1993-12-01 | 12.012575718277900 |
| 1994-01-01 | 11.948812059793100 |
| 1994-02-01 | 12.037519575977399 |
| 1994-03-01 | 12.110427069049999 |
| 1994-04-01 | 12.080856490222700 |
| 1994-05-01 | 12.227547974033800 |
| 1994-06-01 | 12.486916267408303 |
| 1994-07-01 | 12.476764857647700 |
| 1994-08-01 | 12.418012759235900 |
| 1994-09-01 | 12.752921042484100 |
| 1994-10-01 | 13.163001451775200 |
| 1994-11-01 | 13.405690807016402 |
| 1994-12-01 | 13.127301446699100 |
| 1995-01-01 | 13.214711732709999 |
| 1995-02-01 | 13.168887382691800 |
| 1995-03-01 | 13.197289387094000 |
| 1995-04-01 | 12.549060161318500 |
| 1995-05-01 | 12.785974404288002 |
| 1995-06-01 | 13.093334884375000 |
| 1995-07-01 | 13.157841352285098 |
| 1995-08-01 | 13.452029371513800 |
| 1995-09-01 | 13.741987685224199 |
| 1995-10-01 | 13.820285010908801 |
| 1995-11-01 | 14.337309011412700 |
| 1995-12-01 | 14.170648677980099 |
| 1996-01-01 | 13.733366706413698 |
| 1996-02-01 | 14.038355407186800 |
| 1996-03-01 | 13.899163206011300 |
| 1996-04-01 | 14.173099376387400 |
| 1996-05-01 | 14.201995600705700 |
| 1996-06-01 | 14.170942132763300 |
| 1996-07-01 | 14.674266120193801 |
| 1996-08-01 | 14.337895202029500 |
| 1996-09-01 | 14.212967278927698 |
| 1996-10-01 | 14.425692644143501 |
| 1996-11-01 | 14.506835190963900 |
| 1996-12-01 | 14.650323648932900 |
| 1997-01-01 | 14.976729915152800 |
| 1997-02-01 | 15.244195254386801 |
| 1997-03-01 | 15.284560979710800 |
| 1997-04-01 | 15.505835073156500 |
| 1997-05-01 | 15.602832937506700 |
| 1997-06-01 | 15.400727262034302 |
| 1997-07-01 | 15.380973792243000 |
| 1997-08-01 | 15.638284433018000 |
| 1997-09-01 | 15.400905484551801 |
| 1997-10-01 | 16.237497029854698 |
| 1997-11-01 | 16.373149727448700 |
| 1997-12-01 | 16.341457826667302 |
| 1998-01-01 | 16.523888266467000 |
| 1998-02-01 | 16.572344252938700 |
| 1998-03-01 | 16.321348362744600 |
| 1998-04-01 | 16.655186040990902 |
| 1998-05-01 | 16.804512250091000 |
| 1998-06-01 | 16.803930671368402 |
| 1998-07-01 | 16.614983696644600 |
| 1998-08-01 | 16.619288414513500 |
| 1998-09-01 | 16.672773925408197 |
| 1998-10-01 | 16.498118044015800 |
| 1998-11-01 | 16.586936259457200 |
| 1998-12-01 | 16.790450975941802 |
| 1999-01-01 | 16.729358606580302 |
| 1999-02-01 | 16.620185983579100 |
| 1999-03-01 | 16.858624015991400 |
| 1999-04-01 | 16.863474768779600 |
| 1999-05-01 | 16.969378785869100 |
| 1999-06-01 | 17.078045766390700 |
| 1999-07-01 | 17.627430693563900 |
| 1999-08-01 | 17.516172417343100 |
| 1999-09-01 | 17.203698734672500 |
| 1999-10-01 | 17.116918291839100 |
| 1999-11-01 | 17.390102230989900 |
| 1999-12-01 | 17.348047699729600 |
| 2000-01-01 | 16.834795888580100 |
| 2000-02-01 | 17.452511727844698 |
| 2000-03-01 | 17.664687996113200 |
| 2000-04-01 | 17.647592505578498 |
| 2000-05-01 | 17.547262552886700 |
| 2000-06-01 | 18.097422643336900 |
| 2000-07-01 | 18.345749148031100 |
| 2000-08-01 | 18.740142730405400 |
| 2000-09-01 | 18.304002343559400 |
| 2000-10-01 | 17.898164270195500 |
| 2000-11-01 | 18.158640530267900 |
| 2000-12-01 | 18.407921011996500 |
| 2001-01-01 | 16.756722407141500 |
| 2001-02-01 | 16.579319755768000 |
| 2001-03-01 | 16.778576360017300 |
| 2001-04-01 | 16.103324016106000 |
| 2001-05-01 | 16.504732580469700 |
| 2001-06-01 | 16.294447449218303 |
| 2001-07-01 | 15.898439408990901 |
| 2001-08-01 | 15.609926729760803 |
| 2001-09-01 | 15.576977507164099 |
| 2001-10-01 | 15.623572157273300 |
| 2001-11-01 | 15.601223819246100 |
| 2001-12-01 | 15.600225695782301 |
| 2002-01-01 | 15.850816847600500 |
| 2002-02-01 | 15.979093789241800 |
| 2002-03-01 | 15.823663937043700 |
| 2002-04-01 | 15.794121967780500 |
| 2002-05-01 | 15.836649343053000 |
| 2002-06-01 | 16.018241347162200 |
| 2002-07-01 | 15.914561586551500 |
| 2002-08-01 | 15.967411092218900 |
| 2002-09-01 | 16.015557138102600 |
| 2002-10-01 | 16.380391003877200 |
| 2002-11-01 | 16.354514492680398 |
| 2002-12-01 | 16.341555804184402 |
| 2003-01-01 | 18.271033230629698 |
| 2003-02-01 | 18.276583623399898 |
| 2003-03-01 | 18.651869761886700 |
| 2003-04-01 | 18.850498916035600 |
| 2003-05-01 | 18.928324250553500 |
| 2003-06-01 | 18.823168526289500 |
| 2003-07-01 | 19.263370179863102 |
| 2003-08-01 | 19.405056908085400 |
| 2003-09-01 | 19.515484896608104 |
| 2003-10-01 | 19.295489258293500 |
| 2003-11-01 | 19.338909977258503 |
| 2003-12-01 | 19.003896092272400 |
| 2004-01-01 | 19.041029007806600 |
| 2004-02-01 | 18.881651761776300 |
| 2004-03-01 | 18.752631766266898 |
| 2004-04-01 | 19.103595927151698 |
| 2004-05-01 | 19.097344416115200 |
| 2004-06-01 | 19.174627594521898 |
| 2004-07-01 | 19.631236683109602 |
| 2004-08-01 | 19.919059129678900 |
| 2004-09-01 | 19.488124041788800 |
| 2004-10-01 | 19.415197579245900 |
| 2004-11-01 | 19.500171200815900 |
| 2004-12-01 | 19.212634166687900 |
| 2005-01-01 | 19.581492764810400 |
| 2005-02-01 | 19.426802880744102 |
| 2005-03-01 | 19.310283741991302 |
| 2005-04-01 | 19.540554010705200 |
| 2005-05-01 | 19.558519125674103 |
| 2005-06-01 | 20.012654327200700 |
| 2005-07-01 | 20.397350167081896 |
| 2005-08-01 | 20.511818899879803 |
| 2005-09-01 | 20.401388572709397 |
| 2005-10-01 | 20.157105085753500 |
| 2005-11-01 | 19.951014815726700 |
| 2005-12-01 | 20.256556515928400 |
| 2006-01-01 | 20.065426552415303 |
| 2006-02-01 | 20.513957516290500 |
| 2006-03-01 | 20.688642430104000 |
| 2006-04-01 | 20.461475491171000 |
| 2006-05-01 | 20.689649302047200 |
| 2006-06-01 | 20.670596868185300 |
| 2006-07-01 | 20.682253609508000 |
| 2006-08-01 | 21.046364153074000 |
| 2006-09-01 | 20.717731293781000 |
| 2006-10-01 | 21.913834830374604 |
| 2006-11-01 | 21.375433925602103 |
| 2006-12-01 | 21.558326518636196 |
| 2007-01-01 | 21.117865148675400 |
| 2007-02-01 | 21.081739224564604 |
| 2007-03-01 | 21.278136983265103 |
| 2007-04-01 | 21.281181024896900 |
| 2007-05-01 | 21.527605803284600 |
| 2007-06-01 | 21.468627864140500 |
| 2007-07-01 | 21.211608664212600 |
| 2007-08-01 | 21.242124440667100 |
| 2007-09-01 | 21.555518958117800 |
| 2007-10-01 | 22.500632569790300 |
| 2007-11-01 | 22.583662550620698 |
| 2007-12-01 | 22.841504513195500 |
| 2008-01-01 | 23.760748786003298 |
| 2008-02-01 | 23.406619177897703 |
| 2008-03-01 | 23.194318216341400 |
| 2008-04-01 | 23.643323365045198 |
| 2008-05-01 | 23.423017587145700 |
| 2008-06-01 | 23.939566387128400 |
| 2008-07-01 | 23.604061265163104 |
| 2008-08-01 | 23.405842260762600 |
| 2008-09-01 | 24.402379230649200 |
| 2008-10-01 | 23.571891067459700 |
| 2008-11-01 | 23.908321782577700 |
| 2008-12-01 | 23.782862356223802 |
| 2009-01-01 | 23.782871650209800 |
| 2009-02-01 | 24.071066969568300 |
| 2009-03-01 | 23.805480501145002 |
| 2009-04-01 | 23.341770340086605 |
| 2009-05-01 | 23.227754707384100 |
| 2009-06-01 | 23.076881074748897 |
| 2009-07-01 | 23.247177096255196 |
| 2009-08-01 | 22.280866520573696 |
| 2009-09-01 | 23.446214154241800 |
| 2009-10-01 | 23.238817427386200 |
| 2009-11-01 | 23.522521432385800 |
| 2009-12-01 | 23.559705002756800 |
| 2010-01-01 | 23.404816661715700 |
| 2010-02-01 | 23.384036152394298 |
| 2010-03-01 | 23.285550113194900 |
| 2010-04-01 | 23.731093956927400 |
| 2010-05-01 | 24.118886717141600 |
| 2010-06-01 | 23.428573581326700 |
| 2010-07-01 | 23.572001511429100 |
| 2010-08-01 | 22.842198784881603 |
| 2010-09-01 | 23.487065167932602 |
| 2010-10-01 | 23.856344550306503 |
| 2010-11-01 | 23.965009505701605 |
| 2010-12-01 | 24.176571890457300 |
| 2011-01-01 | 24.196811054439102 |
| 2011-02-01 | 24.055556041440603 |
| 2011-03-01 | 24.308718084502200 |
| 2011-04-01 | 24.010746455608697 |
| 2011-05-01 | 23.750884244942800 |
| 2011-06-01 | 24.263537095724896 |
| 2011-07-01 | 25.471181587637700 |
| 2011-08-01 | 24.581451845648200 |
| 2011-09-01 | 24.653839690770802 |
| 2011-10-01 | 24.400728030934100 |
| 2011-11-01 | 24.503162007143196 |
| 2011-12-01 | 24.720449423109603 |
| 2012-01-01 | 25.154455962769198 |
| 2012-02-01 | 24.779686695511700 |
| 2012-03-01 | 24.870832592044703 |
| 2012-04-01 | 24.200954875322500 |
| 2012-05-01 | 24.725651020940700 |
| 2012-06-01 | 24.963812268659300 |
| 2012-07-01 | 24.354440496448802 |
| 2012-08-01 | 24.736003943091504 |
| 2012-09-01 | 24.618503219661697 |
| 2012-10-01 | 24.698272975212998 |
| 2012-11-01 | 24.644710617601600 |
| 2012-12-01 | 24.507380086647302 |
| 2013-01-01 | 24.739458754780700 |
| 2013-02-01 | 24.852097862543100 |
| 2013-03-01 | 25.007869002445197 |
| 2013-04-01 | 25.323070074528697 |
| 2013-05-01 | 25.215095598592896 |
| 2013-06-01 | 25.214572609764105 |
| 2013-07-01 | 25.640919484566805 |
| 2013-08-01 | 25.603632058639697 |
| 2013-09-01 | 25.366425307530400 |
| 2013-10-01 | 25.276122596518600 |
| 2013-11-01 | 25.139853032954000 |
| 2013-12-01 | 25.163842838617100 |
| 2014-01-01 | 25.361521910948000 |
| 2014-02-01 | 25.583408340758400 |
| 2014-03-01 | 25.444394320723300 |
| 2014-04-01 | 25.317215596390100 |
| 2014-05-01 | 25.211892891076500 |
| 2014-06-01 | 25.176360134833104 |
| 2014-07-01 | 24.959358499896698 |
| 2014-08-01 | 25.034007493872600 |
| 2014-09-01 | 25.299078603213896 |
| 2014-10-01 | 25.479701613036800 |
| 2014-11-01 | 25.438987835726000 |
| 2014-12-01 | 25.513455117489500 |
| 2015-01-01 | 25.169531237513300 |
| 2015-02-01 | 25.070546020277200 |
| 2015-03-01 | 25.326610154262800 |
| 2015-04-01 | 25.406240346994800 |
| 2015-05-01 | 25.465900780398897 |
| 2015-06-01 | 25.763839390809302 |
| 2015-07-01 | 25.802076537311102 |
| 2015-08-01 | 25.702386245646000 |
| 2015-09-01 | 25.549140017997900 |
| 2015-10-01 | 25.670853157881197 |
| 2015-11-01 | 25.824599448114900 |
| 2015-12-01 | 25.751075675926298 |
| 2016-01-01 | 25.765548108247298 |
| 2016-02-01 | 25.701374401130800 |
| 2016-03-01 | 25.865443363304898 |
| 2016-04-01 | 26.295180655163698 |
| 2016-05-01 | 26.401294330189800 |
| 2016-06-01 | 26.341958370546198 |
| 2016-07-01 | 26.868915822305897 |
| 2016-08-01 | 26.664724083541103 |
| 2016-09-01 | 27.101957476021300 |
| 2016-10-01 | 27.071563840010700 |
| 2016-11-01 | 27.274325176091104 |
| 2016-12-01 | 27.343433310749603 |
| 2017-01-01 | 27.449625083643397 |
| 2017-02-01 | 27.668879925640102 |
| 2017-03-01 | 28.140753945546800 |
| 2017-04-01 | 27.606890232941698 |
| 2017-05-01 | 27.935915532763500 |
| 2017-06-01 | 27.814472864560600 |
| 2017-07-01 | 27.814856052801200 |
| 2017-08-01 | 28.243644990118200 |
| 2017-09-01 | 28.371975090769702 |
| 2017-10-01 | 27.872252985322103 |
| 2017-11-01 | 28.209488719396300 |
| 2017-12-01 | 28.563228244579000 |
| 2018-01-01 | 29.155352036430102 |
| 2018-02-01 | 28.796393705953400 |
| 2018-03-01 | 28.993314223920800 |
| 2018-04-01 | 29.146712981783300 |
| 2018-05-01 | 29.112730847691600 |
| 2018-06-01 | 29.018607444690900 |
| 2018-07-01 | 28.945763133081197 |
| 2018-08-01 | 29.193010722865000 |
| 2018-09-01 | 29.372572029416300 |
| 2018-10-01 | 29.869083652767300 |
| 2018-11-01 | 29.826666542121302 |
| 2018-12-01 | 30.083853169481102 |
| 2019-01-01 | 30.880094427121000 |
| 2019-02-01 | 31.191480213158002 |
| 2019-03-01 | 31.505834777059803 |
| 2019-04-01 | 31.550886274924604 |
| 2019-05-01 | 31.465532682603897 |
| 2019-06-01 | 31.299154810661303 |
| 2019-07-01 | 31.415771570054000 |
| 2019-08-01 | 31.399052098019700 |
| 2019-09-01 | 31.824731982871498 |
| 2019-10-01 | 31.484134300673600 |
| 2019-11-01 | 31.910920045609700 |
| 2019-12-01 | 32.095173660436100 |
| 2020-01-01 | 31.840838853587500 |
| 2020-02-01 | 32.280236870226695 |
| 2020-03-01 | 31.388669780724200 |
| 2020-04-01 | 25.165550349842300 |
| 2020-05-01 | 25.148255587099900 |
| 2020-06-01 | 26.515809197273500 |
| 2020-07-01 | 27.453981492587900 |
| 2020-08-01 | 28.052323287981600 |
| 2020-09-01 | 27.690834937116104 |
| 2020-10-01 | 28.421472123141500 |
| 2020-11-01 | 28.599474162044700 |
| 2020-12-01 | 28.568867125560400 |
| 2021-01-01 | 28.772024431610998 |
| 2021-02-01 | 28.807527153146896 |
| 2021-03-01 | 29.512708709521604 |
| 2021-04-01 | 30.021192632005500 |
| 2021-05-01 | 30.666977101311100 |
| 2021-06-01 | 31.445198110534800 |
| 2021-07-01 | 32.731098867315200 |
| 2021-08-01 | 32.276590388690800 |
| 2021-09-01 | 32.304134776884000 |
| 2021-10-01 | 32.655051717343895 |
| 2021-11-01 | 32.945361605749400 |
| 2021-12-01 | 33.183906762883100 |
| 2022-01-01 | 33.879891427837300 |
| 2022-02-01 | 34.140320964006500 |
| 2022-03-01 | 34.284975167484900 |
| 2022-04-01 | 34.950146444893896 |
| 2022-05-01 | 34.997183583582604 |
| 2022-06-01 | 35.363053520164200 |
| 2022-07-01 | 35.630573825797100 |
| 2022-08-01 | 35.871043016033504 |
| 2022-09-01 | 36.012614648312000 |
| 2022-10-01 | 36.354718727473895 |
| 2022-11-01 | 36.964710943570600 |
| 2022-12-01 | 37.294439798829600 |
| 2023-01-01 | 37.440350377981500 |
| 2023-02-01 | 37.780853468976300 |
| 2023-03-01 | 38.642205667412500 |
| 2023-04-01 | 38.483266925228900 |
| 2023-05-01 | 39.122202849122200 |
| 2023-06-01 | 37.890974739540795 |
| 2023-07-01 | 38.665733811589500 |
| 2023-08-01 | 39.434298715431500 |
| 2023-09-01 | 39.319006834758100 |
| 2023-10-01 | 39.359646797863896 |
| 2023-11-01 | 39.444934617977100 |
| 2023-12-01 | 39.939019935881300 |
| 2024-01-01 | 39.971263349863700 |
| 2024-02-01 | 40.125270619734295 |
| 2024-03-01 | 40.135344235935400 |
| 2024-04-01 | 40.267076427908400 |
| 2024-05-01 | 40.444742158926600 |
| 2024-06-01 | 40.785897589949800 |
| 2024-07-01 | 44.472870173162100 |
| 2024-08-01 | 40.959475258893000 |
