Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446561130001SA |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 6:10 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 | 3.5640543595610100 |
| 1990-02-01 | 3.4589569570006400 |
| 1990-03-01 | 3.4314680369469300 |
| 1990-04-01 | 3.2825872332746804 |
| 1990-05-01 | 3.2841325209600196 |
| 1990-06-01 | 3.3067170798971700 |
| 1990-07-01 | 3.5221227108614600 |
| 1990-08-01 | 3.4167625437427698 |
| 1990-09-01 | 3.4237133546274303 |
| 1990-10-01 | 3.4711631087852300 |
| 1990-11-01 | 3.4843888839383500 |
| 1990-12-01 | 3.4521166083407797 |
| 1991-01-01 | 3.5785885008014704 |
| 1991-02-01 | 3.5420088268487100 |
| 1991-03-01 | 3.6098216497077695 |
| 1991-04-01 | 3.6745031000036000 |
| 1991-05-01 | 3.7907281756228297 |
| 1991-06-01 | 3.9194087416430596 |
| 1991-07-01 | 3.8474256224777100 |
| 1991-08-01 | 3.7487857044814700 |
| 1991-09-01 | 3.8364620224080004 |
| 1991-10-01 | 3.3509225143705900 |
| 1991-11-01 | 3.4560587939392900 |
| 1991-12-01 | 3.3339531867461000 |
| 1992-01-01 | 3.6971529655157993 |
| 1992-02-01 | 3.6122522526059800 |
| 1992-03-01 | 3.5778653429196000 |
| 1992-04-01 | 3.7650835793527597 |
| 1992-05-01 | 3.7981727980013402 |
| 1992-06-01 | 3.8452632917951806 |
| 1992-07-01 | 4.0057060590035000 |
| 1992-08-01 | 4.1106724956852100 |
| 1992-09-01 | 3.9477016772808000 |
| 1992-10-01 | 3.8110832677616697 |
| 1992-11-01 | 3.9076893101034904 |
| 1992-12-01 | 3.8919070798092700 |
| 1993-01-01 | 3.5275848510917096 |
| 1993-02-01 | 3.8812650403803803 |
| 1993-03-01 | 3.8403076824197204 |
| 1993-04-01 | 3.8476028795477797 |
| 1993-05-01 | 3.8055082030952000 |
| 1993-06-01 | 3.7818931000917404 |
| 1993-07-01 | 3.7712805356143000 |
| 1993-08-01 | 3.8960830723201000 |
| 1993-09-01 | 3.8543453281618800 |
| 1993-10-01 | 3.9699317497349500 |
| 1993-11-01 | 3.9509787743683500 |
| 1993-12-01 | 3.9381079294917702 |
| 1994-01-01 | 3.8770947478869804 |
| 1994-02-01 | 3.9442777301833200 |
| 1994-03-01 | 3.9958438260969500 |
| 1994-04-01 | 3.9176155632108802 |
| 1994-05-01 | 3.9032993069394200 |
| 1994-06-01 | 4.0267793417912800 |
| 1994-07-01 | 4.0525393080137500 |
| 1994-08-01 | 3.9882008963047400 |
| 1994-09-01 | 4.0533578858876100 |
| 1994-10-01 | 4.5166294757664100 |
| 1994-11-01 | 4.5943632877232200 |
| 1994-12-01 | 4.3848951106680400 |
| 1995-01-01 | 4.5433415141226200 |
| 1995-02-01 | 4.4286786695020900 |
| 1995-03-01 | 4.3640585799556400 |
| 1995-04-01 | 4.1759009107992900 |
| 1995-05-01 | 4.2828562450480400 |
| 1995-06-01 | 3.9484751740481205 |
| 1995-07-01 | 4.2116075006236500 |
| 1995-08-01 | 4.4739006265063890 |
| 1995-09-01 | 4.6497278739572200 |
| 1995-10-01 | 4.7851453107482005 |
| 1995-11-01 | 5.0541590429325300 |
| 1995-12-01 | 4.8471135418720800 |
| 1996-01-01 | 4.8191582998447810 |
| 1996-02-01 | 4.8263540349319100 |
| 1996-03-01 | 4.6409649129095090 |
| 1996-04-01 | 5.0344697742732300 |
| 1996-05-01 | 5.0410673307660400 |
| 1996-06-01 | 5.0517536542252600 |
| 1996-07-01 | 5.1483309150805000 |
| 1996-08-01 | 4.9206235987923300 |
| 1996-09-01 | 5.0440550662866700 |
| 1996-10-01 | 4.8807666483588500 |
| 1996-11-01 | 4.8373226382178500 |
| 1996-12-01 | 5.0389260777322304 |
| 1997-01-01 | 4.9962119189807690 |
| 1997-02-01 | 5.2380154863485500 |
| 1997-03-01 | 5.2271106187879200 |
| 1997-04-01 | 5.2915729982966510 |
| 1997-05-01 | 5.1923429818044400 |
| 1997-06-01 | 5.1229521659516200 |
| 1997-07-01 | 5.2500584333756700 |
| 1997-08-01 | 5.4313433609226704 |
| 1997-09-01 | 5.5470453982390310 |
| 1997-10-01 | 5.8241355708483400 |
| 1997-11-01 | 6.0471624234437300 |
| 1997-12-01 | 5.8481683134586590 |
| 1998-01-01 | 5.8510657753094995 |
| 1998-02-01 | 5.7448590234942100 |
| 1998-03-01 | 5.7059493548784700 |
| 1998-04-01 | 5.8649579011512800 |
| 1998-05-01 | 5.9439264712567700 |
| 1998-06-01 | 5.7833930719183900 |
| 1998-07-01 | 5.5544605304607910 |
| 1998-08-01 | 5.4143120852532300 |
| 1998-09-01 | 5.4648352279480990 |
| 1998-10-01 | 5.3703772371569200 |
| 1998-11-01 | 5.2596341527219690 |
| 1998-12-01 | 5.2703559602693000 |
| 1999-01-01 | 4.9743064854806800 |
| 1999-02-01 | 5.0507532394505310 |
| 1999-03-01 | 5.0954774222536000 |
| 1999-04-01 | 5.0630366045380710 |
| 1999-05-01 | 5.1141858438429300 |
| 1999-06-01 | 5.0191063270744500 |
| 1999-07-01 | 5.2495940315470000 |
| 1999-08-01 | 5.3069978579103000 |
| 1999-09-01 | 5.0803267630932405 |
| 1999-10-01 | 5.0038017990998800 |
| 1999-11-01 | 5.1715209606126790 |
| 1999-12-01 | 5.0944324348458090 |
| 2000-01-01 | 5.2752619001069600 |
| 2000-02-01 | 5.5602308484895095 |
| 2000-03-01 | 5.6876019054160300 |
| 2000-04-01 | 5.6782788769708490 |
| 2000-05-01 | 5.6980483857724300 |
| 2000-06-01 | 5.8837494955070700 |
| 2000-07-01 | 5.8421096444823490 |
| 2000-08-01 | 5.9886875623210990 |
| 2000-09-01 | 5.8804546446562300 |
| 2000-10-01 | 5.8173849836605400 |
| 2000-11-01 | 5.8698994647877000 |
| 2000-12-01 | 5.9214119350203300 |
| 2001-01-01 | 4.7647071535428200 |
| 2001-02-01 | 4.4740119671039290 |
| 2001-03-01 | 4.7998774682787000 |
| 2001-04-01 | 4.0984757211456800 |
| 2001-05-01 | 4.3056916089548700 |
| 2001-06-01 | 4.1679414909308700 |
| 2001-07-01 | 3.8197356122376096 |
| 2001-08-01 | 3.5748205347318702 |
| 2001-09-01 | 3.7625952801799400 |
| 2001-10-01 | 3.8117247127765204 |
| 2001-11-01 | 3.7527852812098903 |
| 2001-12-01 | 3.9344928134923705 |
| 2002-01-01 | 3.9666661674603300 |
| 2002-02-01 | 3.9876725008861400 |
| 2002-03-01 | 3.8272509046646000 |
| 2002-04-01 | 3.8168391144363100 |
| 2002-05-01 | 3.8232807973554700 |
| 2002-06-01 | 4.0858981845747410 |
| 2002-07-01 | 4.0034507925350500 |
| 2002-08-01 | 3.8519903607898800 |
| 2002-09-01 | 4.0346074729333505 |
| 2002-10-01 | 4.1847231326596200 |
| 2002-11-01 | 4.0253207769248600 |
| 2002-12-01 | 3.9377822974921500 |
| 2003-01-01 | 3.9770385780093600 |
| 2003-02-01 | 3.9831099587361605 |
| 2003-03-01 | 4.3691218810312300 |
| 2003-04-01 | 4.5336939913863300 |
| 2003-05-01 | 4.5518901523567100 |
| 2003-06-01 | 4.4238456265739300 |
| 2003-07-01 | 4.6024395009614200 |
| 2003-08-01 | 4.6378072061600190 |
| 2003-09-01 | 4.5946354769636900 |
| 2003-10-01 | 4.4383108798360000 |
| 2003-11-01 | 4.4948914885492100 |
| 2003-12-01 | 4.4266341915855100 |
| 2004-01-01 | 4.5018919322460800 |
| 2004-02-01 | 4.2694905437249100 |
| 2004-03-01 | 4.2926297609588200 |
| 2004-04-01 | 4.3419908449506200 |
| 2004-05-01 | 4.3684806707290090 |
| 2004-06-01 | 4.3971525014600200 |
| 2004-07-01 | 4.5184913783338100 |
| 2004-08-01 | 4.6406427943725800 |
| 2004-09-01 | 4.3638546394306800 |
| 2004-10-01 | 4.4051142993778500 |
| 2004-11-01 | 4.5571068085217310 |
| 2004-12-01 | 4.3953503446337000 |
| 2005-01-01 | 4.2139142470820500 |
| 2005-02-01 | 4.3214602439188905 |
| 2005-03-01 | 4.2056048310112200 |
| 2005-04-01 | 4.2414156668277800 |
| 2005-05-01 | 4.2913951765983500 |
| 2005-06-01 | 4.5874357340029900 |
| 2005-07-01 | 4.5498773485457900 |
| 2005-08-01 | 4.6844840688231500 |
| 2005-09-01 | 4.5369459785217400 |
| 2005-10-01 | 4.4963726391344805 |
| 2005-11-01 | 4.2946648021071810 |
| 2005-12-01 | 4.3346274099337100 |
| 2006-01-01 | 4.4315088631623700 |
| 2006-02-01 | 4.5494823745374700 |
| 2006-03-01 | 4.6128834324095700 |
| 2006-04-01 | 4.6239380990417800 |
| 2006-05-01 | 4.7034461287005710 |
| 2006-06-01 | 4.3833229894923900 |
| 2006-07-01 | 4.6992937144183500 |
| 2006-08-01 | 5.0684403077062590 |
| 2006-09-01 | 5.0010303098771605 |
| 2006-10-01 | 5.1186354357745800 |
| 2006-11-01 | 4.8341428261921000 |
| 2006-12-01 | 4.9569549522244200 |
| 2007-01-01 | 5.1478817038207600 |
| 2007-02-01 | 4.8516937719607310 |
| 2007-03-01 | 5.0122596620418210 |
| 2007-04-01 | 4.7925620294044410 |
| 2007-05-01 | 4.9197582194900500 |
| 2007-06-01 | 4.7764390123503490 |
| 2007-07-01 | 4.7588252857788800 |
| 2007-08-01 | 4.6581150336691200 |
| 2007-09-01 | 4.7670156544538390 |
| 2007-10-01 | 5.1481340435673200 |
| 2007-11-01 | 5.2652659773294700 |
| 2007-12-01 | 5.5903478210553600 |
| 2008-01-01 | 5.3759161808503090 |
| 2008-02-01 | 5.3736151699807500 |
| 2008-03-01 | 5.2959500650904800 |
| 2008-04-01 | 5.4603626418693500 |
| 2008-05-01 | 5.4306847105546610 |
| 2008-06-01 | 5.5442555595802200 |
| 2008-07-01 | 5.8057217810492010 |
| 2008-08-01 | 5.6203523000119400 |
| 2008-09-01 | 6.2462314765873390 |
| 2008-10-01 | 5.6869199072183205 |
| 2008-11-01 | 6.1258424585069090 |
| 2008-12-01 | 6.0428208143132500 |
| 2009-01-01 | 5.7855143070718595 |
| 2009-02-01 | 6.3236352386160700 |
| 2009-03-01 | 5.8715331443675710 |
| 2009-04-01 | 6.1426925473382990 |
| 2009-05-01 | 6.0585777898640710 |
| 2009-06-01 | 5.8717966855237700 |
| 2009-07-01 | 6.0333572477412805 |
| 2009-08-01 | 5.9292068708859690 |
| 2009-09-01 | 6.3420827520535010 |
| 2009-10-01 | 6.0158997577842905 |
| 2009-11-01 | 6.2087405708779295 |
| 2009-12-01 | 6.3322671734112500 |
| 2010-01-01 | 5.8851887699727600 |
| 2010-02-01 | 6.5114790095253205 |
| 2010-03-01 | 6.4499579678735810 |
| 2010-04-01 | 6.4369512942239910 |
| 2010-05-01 | 6.7885326667590310 |
| 2010-06-01 | 6.2640374760933100 |
| 2010-07-01 | 6.1474481986646110 |
| 2010-08-01 | 6.2825596814298095 |
| 2010-09-01 | 6.1275122272925810 |
| 2010-10-01 | 6.3341218563992600 |
| 2010-11-01 | 6.4639199371290900 |
| 2010-12-01 | 6.2562243510105600 |
| 2011-01-01 | 6.1593150493509600 |
| 2011-02-01 | 6.2213217433689705 |
| 2011-03-01 | 6.6123440427468700 |
| 2011-04-01 | 6.1356678182531100 |
| 2011-05-01 | 6.2135705999976300 |
| 2011-06-01 | 6.3535530277578610 |
| 2011-07-01 | 6.2672763668752500 |
| 2011-08-01 | 6.5110516870744800 |
| 2011-09-01 | 6.0197509785151695 |
| 2011-10-01 | 6.0116571464198100 |
| 2011-11-01 | 5.8414909268706800 |
| 2011-12-01 | 5.9943703291496595 |
| 2012-01-01 | 6.2258571340784300 |
| 2012-02-01 | 5.9630271436729300 |
| 2012-03-01 | 6.0760920155975500 |
| 2012-04-01 | 5.3326842592122805 |
| 2012-05-01 | 5.9168130677078700 |
| 2012-06-01 | 6.1537487937213490 |
| 2012-07-01 | 5.3763096192571700 |
| 2012-08-01 | 5.4541332430338100 |
| 2012-09-01 | 5.4074245208209000 |
| 2012-10-01 | 5.5737045188559010 |
| 2012-11-01 | 5.6274267539848810 |
| 2012-12-01 | 5.5231583445559504 |
| 2013-01-01 | 5.7994317307580200 |
| 2013-02-01 | 5.6014716635318490 |
| 2013-03-01 | 5.6493402046282600 |
| 2013-04-01 | 5.8216341285721205 |
| 2013-05-01 | 5.8062422596510900 |
| 2013-06-01 | 5.8773123233294200 |
| 2013-07-01 | 5.8865744434292600 |
| 2013-08-01 | 6.0322179811837810 |
| 2013-09-01 | 5.9865961422530500 |
| 2013-10-01 | 5.7261096117577100 |
| 2013-11-01 | 5.6636981283708390 |
| 2013-12-01 | 5.4407807951815590 |
| 2014-01-01 | 5.9033759888868300 |
| 2014-02-01 | 5.9406661082648800 |
| 2014-03-01 | 5.9372644871764100 |
| 2014-04-01 | 5.9068203163328805 |
| 2014-05-01 | 5.8756060993597400 |
| 2014-06-01 | 5.8237111488934600 |
| 2014-07-01 | 5.8967880395393095 |
| 2014-08-01 | 5.8217681015490300 |
| 2014-09-01 | 5.9445953683787690 |
| 2014-10-01 | 6.0939367557260190 |
| 2014-11-01 | 5.9886527427053400 |
| 2014-12-01 | 6.1533402000101900 |
| 2015-01-01 | 6.0278189972042910 |
| 2015-02-01 | 6.0524510226463795 |
| 2015-03-01 | 6.1252343528182000 |
| 2015-04-01 | 6.1977714188787605 |
| 2015-05-01 | 6.1361954468946800 |
| 2015-06-01 | 6.0730215737155200 |
| 2015-07-01 | 6.1163243518263210 |
| 2015-08-01 | 6.0231112100822100 |
| 2015-09-01 | 6.0322747734379900 |
| 2015-10-01 | 6.0504619748282190 |
| 2015-11-01 | 6.2744538856959400 |
| 2015-12-01 | 6.0654785679151395 |
| 2016-01-01 | 5.9612246294745890 |
| 2016-02-01 | 6.1541594729611910 |
| 2016-03-01 | 6.1136068502691700 |
| 2016-04-01 | 6.3016083038665400 |
| 2016-05-01 | 6.4061600516216600 |
| 2016-06-01 | 6.4128857037527410 |
| 2016-07-01 | 6.4342815394710990 |
| 2016-08-01 | 6.4085116679096400 |
| 2016-09-01 | 6.7410218740842100 |
| 2016-10-01 | 6.7184545159754090 |
| 2016-11-01 | 6.8572606810145200 |
| 2016-12-01 | 6.7829855361861510 |
| 2017-01-01 | 6.6694238158859305 |
| 2017-02-01 | 6.5419983134562100 |
| 2017-03-01 | 6.7086630866301390 |
| 2017-04-01 | 6.4163431122392900 |
| 2017-05-01 | 6.4945014919323600 |
| 2017-06-01 | 6.4348981563182495 |
| 2017-07-01 | 6.7582035009903900 |
| 2017-08-01 | 6.5761123410879500 |
| 2017-09-01 | 6.3784939046912900 |
| 2017-10-01 | 5.8929816000107405 |
| 2017-11-01 | 6.0288156343540000 |
| 2017-12-01 | 6.1056885398829290 |
| 2018-01-01 | 6.6344928680503300 |
| 2018-02-01 | 6.2447631184679400 |
| 2018-03-01 | 6.2056407532133090 |
| 2018-04-01 | 6.3462539691516500 |
| 2018-05-01 | 6.4046599892814600 |
| 2018-06-01 | 6.4411448676043290 |
| 2018-07-01 | 6.4867583332824410 |
| 2018-08-01 | 6.4022030624750700 |
| 2018-09-01 | 6.4166545603916500 |
| 2018-10-01 | 6.5908015129894200 |
| 2018-11-01 | 6.6210086891891300 |
| 2018-12-01 | 6.6391228495982800 |
| 2019-01-01 | 6.6639739428531100 |
| 2019-02-01 | 6.9487413568087600 |
| 2019-03-01 | 6.9127095143170290 |
| 2019-04-01 | 7.0769562370182095 |
| 2019-05-01 | 6.9234552184075900 |
| 2019-06-01 | 6.8234408967718100 |
| 2019-07-01 | 6.9233084948914305 |
| 2019-08-01 | 6.9122879346330710 |
| 2019-09-01 | 7.0737591489233695 |
| 2019-10-01 | 7.0943918351686000 |
| 2019-11-01 | 7.1113643575784500 |
| 2019-12-01 | 7.0734568289313310 |
| 2020-01-01 | 6.6802252103683400 |
| 2020-02-01 | 7.1715766880427900 |
| 2020-03-01 | 7.0256626790346095 |
| 2020-04-01 | 6.4013115837711400 |
| 2020-05-01 | 5.8351341354125100 |
| 2020-06-01 | 6.5958507207805990 |
| 2020-07-01 | 6.6596224571738700 |
| 2020-08-01 | 6.8183941818269600 |
| 2020-09-01 | 6.5219843416385800 |
| 2020-10-01 | 6.6163978603348600 |
| 2020-11-01 | 6.6050531332284300 |
| 2020-12-01 | 6.7162089130793290 |
| 2021-01-01 | 6.7957875717466290 |
| 2021-02-01 | 6.6946877234811110 |
| 2021-03-01 | 6.8384314653233300 |
| 2021-04-01 | 6.8260108201511800 |
| 2021-05-01 | 6.9406348196172205 |
| 2021-06-01 | 7.3574968618872500 |
| 2021-07-01 | 7.1832834365546105 |
| 2021-08-01 | 7.4380451876038500 |
| 2021-09-01 | 7.4628827769444000 |
| 2021-10-01 | 7.4450376330625305 |
| 2021-11-01 | 7.5055151388431500 |
| 2021-12-01 | 7.5588378529066595 |
| 2022-01-01 | 7.7376648713741000 |
| 2022-02-01 | 7.7211706231192100 |
| 2022-03-01 | 7.7351468115782000 |
| 2022-04-01 | 7.7401502020907310 |
| 2022-05-01 | 7.7352192669772200 |
| 2022-06-01 | 7.8190743257789800 |
| 2022-07-01 | 7.5866723189390495 |
| 2022-08-01 | 7.7866365719919500 |
| 2022-09-01 | 7.5815282832155600 |
| 2022-10-01 | 7.6835487018197100 |
| 2022-11-01 | 7.7301432266485900 |
| 2022-12-01 | 7.5970932111864100 |
| 2023-01-01 | 7.6124888802665590 |
| 2023-02-01 | 7.4213987761457805 |
| 2023-03-01 | 7.4226388246996790 |
| 2023-04-01 | 7.6384931552775500 |
| 2023-05-01 | 7.7262076849833300 |
| 2023-06-01 | 7.5886406743381300 |
| 2023-07-01 | 7.5669732977483095 |
| 2023-08-01 | 7.8756235045058300 |
| 2023-09-01 | 7.5007770808674000 |
| 2023-10-01 | 7.4106425795756400 |
| 2023-11-01 | 7.4547273583548500 |
| 2023-12-01 | 7.3229610296479200 |
| 2024-01-01 | 7.4191592753325400 |
| 2024-02-01 | 7.3111373186303900 |
| 2024-03-01 | 7.3107462551868490 |
| 2024-04-01 | 6.9155491813804995 |
| 2024-05-01 | 6.8080009036131500 |
| 2024-06-01 | 6.9787560358053210 |
| 2024-07-01 | 7.0379919676157705 |
| 2024-08-01 | 7.3971419645404810 |
| 2024-09-01 | 7.1088099056997500 |
| 2024-10-01 | 7.1340932571036400 |
| 2024-11-01 | 7.0762057645534410 |
| 2024-12-01 | 7.1335739802623890 |
| 2025-01-01 | 7.1319321822384110 |
| 2025-02-01 | 7.2901367354895310 |
| 2025-03-01 | 7.3950073003561900 |
| 2025-04-01 | 7.5015637925374290 |
| 2025-05-01 | 7.4021918489319300 |
| 2025-06-01 | 7.3824026140098000 |
| 2025-07-01 | 7.5050513440491200 |
| 2025-08-01 | 7.0254426742237700 |