Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806561130001SA |
| 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 2025-05-01 |
| Last Updated | 2025-06-25 5:11 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 | 52.623463154907896 |
| 1990-02-01 | 52.978691803575200 |
| 1990-03-01 | 53.066101321858300 |
| 1990-04-01 | 54.654764145024096 |
| 1990-05-01 | 55.093978004956895 |
| 1990-06-01 | 53.876814437991800 |
| 1990-07-01 | 50.817757677135600 |
| 1990-08-01 | 52.832501781665705 |
| 1990-09-01 | 49.965982755837900 |
| 1990-10-01 | 52.274731823192400 |
| 1990-11-01 | 52.019447612928890 |
| 1990-12-01 | 52.369329081516000 |
| 1991-01-01 | 50.732989628672705 |
| 1991-02-01 | 49.989799790188900 |
| 1991-03-01 | 49.466964652108900 |
| 1991-04-01 | 47.474703242643300 |
| 1991-05-01 | 46.751076926890110 |
| 1991-06-01 | 46.271249563801100 |
| 1991-07-01 | 45.755740919321205 |
| 1991-08-01 | 45.855306065693100 |
| 1991-09-01 | 40.776496160332900 |
| 1991-10-01 | 47.509417414898100 |
| 1991-11-01 | 45.273310549480900 |
| 1991-12-01 | 45.080779869018706 |
| 1992-01-01 | 39.336217068834500 |
| 1992-02-01 | 41.419638032336100 |
| 1992-03-01 | 40.945102747733400 |
| 1992-04-01 | 40.755179235263206 |
| 1992-05-01 | 39.916348513057400 |
| 1992-06-01 | 39.107467492631000 |
| 1992-07-01 | 38.388224104167400 |
| 1992-08-01 | 38.704745660085500 |
| 1992-09-01 | 40.400260195923295 |
| 1992-10-01 | 33.553477253912100 |
| 1992-11-01 | 33.756054237171100 |
| 1992-12-01 | 34.289726501014100 |
| 1993-01-01 | 34.751758069812800 |
| 1993-02-01 | 34.001545812482200 |
| 1993-03-01 | 34.237832841021500 |
| 1993-04-01 | 34.373835988256700 |
| 1993-05-01 | 35.164649901276896 |
| 1993-06-01 | 36.415730381340104 |
| 1993-07-01 | 36.728020347828300 |
| 1993-08-01 | 36.695475687611705 |
| 1993-09-01 | 35.443988880061795 |
| 1993-10-01 | 34.982550856815500 |
| 1993-11-01 | 35.156086870077100 |
| 1993-12-01 | 35.342042675519200 |
| 1994-01-01 | 35.786904567066800 |
| 1994-02-01 | 35.719079666454500 |
| 1994-03-01 | 36.227283256112500 |
| 1994-04-01 | 37.347994773001396 |
| 1994-05-01 | 37.830755636099700 |
| 1994-06-01 | 39.108815044756206 |
| 1994-07-01 | 38.396439322425790 |
| 1994-08-01 | 38.078801566609100 |
| 1994-09-01 | 37.449832403425900 |
| 1994-10-01 | 38.190545849962895 |
| 1994-11-01 | 38.245720747527800 |
| 1994-12-01 | 38.348417116619800 |
| 1995-01-01 | 40.241002159336794 |
| 1995-02-01 | 40.059764921808295 |
| 1995-03-01 | 39.842226144041700 |
| 1995-04-01 | 39.097151500155604 |
| 1995-05-01 | 40.124301779503000 |
| 1995-06-01 | 40.743342102435000 |
| 1995-07-01 | 41.633860659483300 |
| 1995-08-01 | 41.927200379050700 |
| 1995-09-01 | 42.610900380543800 |
| 1995-10-01 | 43.025469307032790 |
| 1995-11-01 | 43.314789270179990 |
| 1995-12-01 | 43.015044843123704 |
| 1996-01-01 | 41.394119106919900 |
| 1996-02-01 | 41.342137272064100 |
| 1996-03-01 | 41.498132806032600 |
| 1996-04-01 | 43.826259691044290 |
| 1996-05-01 | 44.767406051175000 |
| 1996-06-01 | 45.307060933824100 |
| 1996-07-01 | 48.249190133041200 |
| 1996-08-01 | 47.040309744308790 |
| 1996-09-01 | 47.417136791148300 |
| 1996-10-01 | 46.142497029886600 |
| 1996-11-01 | 46.115107973644290 |
| 1996-12-01 | 46.748682388761800 |
| 1997-01-01 | 46.481707312867606 |
| 1997-02-01 | 45.461961441395800 |
| 1997-03-01 | 44.903515606172800 |
| 1997-04-01 | 41.247255503151500 |
| 1997-05-01 | 42.024484585625200 |
| 1997-06-01 | 43.127209337556400 |
| 1997-07-01 | 43.163746980098900 |
| 1997-08-01 | 43.456481435629400 |
| 1997-09-01 | 42.032437668891600 |
| 1997-10-01 | 42.762147799947705 |
| 1997-11-01 | 43.180110749316796 |
| 1997-12-01 | 42.995411827844705 |
| 1998-01-01 | 47.349444824948705 |
| 1998-02-01 | 46.482564265529100 |
| 1998-03-01 | 45.698903327284700 |
| 1998-04-01 | 47.548573550333500 |
| 1998-05-01 | 48.076363760210290 |
| 1998-06-01 | 48.156135172967100 |
| 1998-07-01 | 47.267939434646100 |
| 1998-08-01 | 46.462519748250400 |
| 1998-09-01 | 47.615413946267700 |
| 1998-10-01 | 47.511486640755700 |
| 1998-11-01 | 47.552211633482706 |
| 1998-12-01 | 47.162191130851100 |
| 1999-01-01 | 47.252587394228110 |
| 1999-02-01 | 47.390096515416005 |
| 1999-03-01 | 47.881455457917006 |
| 1999-04-01 | 47.163715745504895 |
| 1999-05-01 | 46.995036698072205 |
| 1999-06-01 | 46.386194976834400 |
| 1999-07-01 | 47.432674865973304 |
| 1999-08-01 | 47.103797369461100 |
| 1999-09-01 | 48.583154567387800 |
| 1999-10-01 | 48.997169592763300 |
| 1999-11-01 | 49.481370741692200 |
| 1999-12-01 | 49.451101646255000 |
| 2000-01-01 | 49.756115163959100 |
| 2000-02-01 | 49.701046562434996 |
| 2000-03-01 | 50.023853043517400 |
| 2000-04-01 | 50.596157897870290 |
| 2000-05-01 | 50.902363436317610 |
| 2000-06-01 | 51.520692524074400 |
| 2000-07-01 | 50.948858596186895 |
| 2000-08-01 | 51.707814570939290 |
| 2000-09-01 | 51.215432491269800 |
| 2000-10-01 | 51.114788584560700 |
| 2000-11-01 | 51.036403339716800 |
| 2000-12-01 | 51.355626327841100 |
| 2001-01-01 | 50.167019465468705 |
| 2001-02-01 | 50.485978375235206 |
| 2001-03-01 | 51.425422112259206 |
| 2001-04-01 | 49.533341263726300 |
| 2001-05-01 | 49.968119852074790 |
| 2001-06-01 | 49.292100556802500 |
| 2001-07-01 | 48.333226629213290 |
| 2001-08-01 | 48.846404672762006 |
| 2001-09-01 | 49.035517527204505 |
| 2001-10-01 | 49.726860503062000 |
| 2001-11-01 | 49.544370809216204 |
| 2001-12-01 | 49.527314335213205 |
| 2002-01-01 | 49.452640814475790 |
| 2002-02-01 | 49.634025495685606 |
| 2002-03-01 | 49.727530140386804 |
| 2002-04-01 | 51.118613478799700 |
| 2002-05-01 | 51.691056798909800 |
| 2002-06-01 | 52.223010723606300 |
| 2002-07-01 | 53.368990285539205 |
| 2002-08-01 | 52.548928930269206 |
| 2002-09-01 | 53.196226811509895 |
| 2002-10-01 | 53.621910461990700 |
| 2002-11-01 | 54.021157222323600 |
| 2002-12-01 | 54.000250748231790 |
| 2003-01-01 | 53.612408359661700 |
| 2003-02-01 | 53.899660538741294 |
| 2003-03-01 | 54.203302759550000 |
| 2003-04-01 | 53.849650329176290 |
| 2003-05-01 | 53.432225994938705 |
| 2003-06-01 | 53.482155392355395 |
| 2003-07-01 | 54.155405321724900 |
| 2003-08-01 | 54.189304180857200 |
| 2003-09-01 | 53.730986543728600 |
| 2003-10-01 | 54.111273239270600 |
| 2003-11-01 | 54.153685832235205 |
| 2003-12-01 | 54.234465766821900 |
| 2004-01-01 | 52.460300765337900 |
| 2004-02-01 | 53.720871125369800 |
| 2004-03-01 | 53.821010506070700 |
| 2004-04-01 | 53.597904426638000 |
| 2004-05-01 | 53.640988950780894 |
| 2004-06-01 | 53.263034382031606 |
| 2004-07-01 | 53.418699181306100 |
| 2004-08-01 | 54.245056196808500 |
| 2004-09-01 | 55.697695997918300 |
| 2004-10-01 | 54.690131733386000 |
| 2004-11-01 | 54.676812197447205 |
| 2004-12-01 | 54.623891380407400 |
| 2005-01-01 | 54.822435021312195 |
| 2005-02-01 | 54.723351801465100 |
| 2005-03-01 | 54.384771887962800 |
| 2005-04-01 | 53.557412165728906 |
| 2005-05-01 | 54.004082516392295 |
| 2005-06-01 | 55.228019582009495 |
| 2005-07-01 | 54.534920132693610 |
| 2005-08-01 | 55.047377493364000 |
| 2005-09-01 | 55.846792531154700 |
| 2005-10-01 | 53.684780055209100 |
| 2005-11-01 | 53.527131581268300 |
| 2005-12-01 | 53.644546853210294 |
| 2006-01-01 | 53.702378284690400 |
| 2006-02-01 | 53.787013636530894 |
| 2006-03-01 | 53.821493970259000 |
| 2006-04-01 | 54.829968735254404 |
| 2006-05-01 | 55.619505210782390 |
| 2006-06-01 | 55.858792134543900 |
| 2006-07-01 | 55.283285830638200 |
| 2006-08-01 | 55.760037514794600 |
| 2006-09-01 | 56.003756029215790 |
| 2006-10-01 | 55.851514497693300 |
| 2006-11-01 | 55.697705322207696 |
| 2006-12-01 | 55.764211409398100 |
| 2007-01-01 | 56.748423897883500 |
| 2007-02-01 | 56.352813979659610 |
| 2007-03-01 | 56.243727144308100 |
| 2007-04-01 | 56.372767786682395 |
| 2007-05-01 | 55.758301915983000 |
| 2007-06-01 | 54.036301931683504 |
| 2007-07-01 | 54.890413082585894 |
| 2007-08-01 | 54.196598441070900 |
| 2007-09-01 | 55.542419431754300 |
| 2007-10-01 | 56.211833135974700 |
| 2007-11-01 | 56.497618012809200 |
| 2007-12-01 | 56.455880093732794 |
| 2008-01-01 | 56.350857448713210 |
| 2008-02-01 | 56.227412206440704 |
| 2008-03-01 | 56.151332693600500 |
| 2008-04-01 | 56.200918654567204 |
| 2008-05-01 | 56.214873888748100 |
| 2008-06-01 | 56.493450724782400 |
| 2008-07-01 | 56.336126679810600 |
| 2008-08-01 | 56.329821965384205 |
| 2008-09-01 | 56.384521356192210 |
| 2008-10-01 | 56.537566394709900 |
| 2008-11-01 | 56.981133968790296 |
| 2008-12-01 | 57.062013220149296 |
| 2009-01-01 | 57.888003003274800 |
| 2009-02-01 | 58.921534828870200 |
| 2009-03-01 | 58.874416429183995 |
| 2009-04-01 | 58.800781608534095 |
| 2009-05-01 | 59.145472992374200 |
| 2009-06-01 | 58.584392741115500 |
| 2009-07-01 | 62.181395964279100 |
| 2009-08-01 | 62.001302321473204 |
| 2009-09-01 | 63.159099961915800 |
| 2009-10-01 | 60.799138311440400 |
| 2009-11-01 | 60.751494225034800 |
| 2009-12-01 | 61.767914430888700 |
| 2010-01-01 | 60.188864311802300 |
| 2010-02-01 | 60.011162595030500 |
| 2010-03-01 | 61.291124669027504 |
| 2010-04-01 | 64.052867339202100 |
| 2010-05-01 | 63.216548748205700 |
| 2010-06-01 | 62.450491877119205 |
| 2010-07-01 | 59.694379528192500 |
| 2010-08-01 | 61.311920438408606 |
| 2010-09-01 | 62.051643010596400 |
| 2010-10-01 | 62.921791658663100 |
| 2010-11-01 | 63.348228891400300 |
| 2010-12-01 | 62.868475459907710 |
| 2011-01-01 | 63.406635991223100 |
| 2011-02-01 | 64.153884369627000 |
| 2011-03-01 | 64.450109777383300 |
| 2011-04-01 | 61.013499437153705 |
| 2011-05-01 | 61.225038597745500 |
| 2011-06-01 | 61.402032792864000 |
| 2011-07-01 | 60.796325560474610 |
| 2011-08-01 | 61.148785661961100 |
| 2011-09-01 | 61.457000267135896 |
| 2011-10-01 | 62.896321361152800 |
| 2011-11-01 | 63.284924193685800 |
| 2011-12-01 | 63.236706108802096 |
| 2012-01-01 | 62.710993761499500 |
| 2012-02-01 | 62.230928854187404 |
| 2012-03-01 | 62.375322286992400 |
| 2012-04-01 | 61.500232792573900 |
| 2012-05-01 | 63.168007435054996 |
| 2012-06-01 | 63.509656608770290 |
| 2012-07-01 | 63.502028433475400 |
| 2012-08-01 | 64.139955313007290 |
| 2012-09-01 | 63.041675334802290 |
| 2012-10-01 | 62.583009768540705 |
| 2012-11-01 | 62.446613986792705 |
| 2012-12-01 | 62.889104415246400 |
| 2013-01-01 | 63.466793735080394 |
| 2013-02-01 | 63.158965007023200 |
| 2013-03-01 | 63.427541001546400 |
| 2013-04-01 | 66.213144363155210 |
| 2013-05-01 | 65.440978190826600 |
| 2013-06-01 | 66.369450666108600 |
| 2013-07-01 | 67.154873221240500 |
| 2013-08-01 | 66.779148934668300 |
| 2013-09-01 | 66.596457643674710 |
| 2013-10-01 | 65.990225555440600 |
| 2013-11-01 | 65.816395483995000 |
| 2013-12-01 | 65.863614385729000 |
| 2014-01-01 | 66.747591293613500 |
| 2014-02-01 | 67.243353115140700 |
| 2014-03-01 | 67.345774593504300 |
| 2014-04-01 | 66.567345837542600 |
| 2014-05-01 | 66.910783167777800 |
| 2014-06-01 | 66.213416491363500 |
| 2014-07-01 | 66.540728303732500 |
| 2014-08-01 | 68.440223540323400 |
| 2014-09-01 | 68.821429939000300 |
| 2014-10-01 | 69.921366240655000 |
| 2014-11-01 | 69.464234434452300 |
| 2014-12-01 | 69.600134113955490 |
| 2015-01-01 | 68.528328669948590 |
| 2015-02-01 | 69.244073186103210 |
| 2015-03-01 | 68.912633373914700 |
| 2015-04-01 | 69.410319267481900 |
| 2015-05-01 | 70.011298980260800 |
| 2015-06-01 | 68.692627543540400 |
| 2015-07-01 | 69.575606212424300 |
| 2015-08-01 | 70.065531756778710 |
| 2015-09-01 | 70.775041699697000 |
| 2015-10-01 | 70.235862359841990 |
| 2015-11-01 | 71.527282368523700 |
| 2015-12-01 | 71.742403838282300 |
| 2016-01-01 | 72.506859956188490 |
| 2016-02-01 | 72.142973340440210 |
| 2016-03-01 | 72.778628143756700 |
| 2016-04-01 | 70.609501943342410 |
| 2016-05-01 | 71.596077607320410 |
| 2016-06-01 | 73.928197969581700 |
| 2016-07-01 | 72.932645151503500 |
| 2016-08-01 | 70.968984241096200 |
| 2016-09-01 | 71.542884231401910 |
| 2016-10-01 | 72.213993246512800 |
| 2016-11-01 | 72.405523584407500 |
| 2016-12-01 | 72.658365607435700 |
| 2017-01-01 | 74.172903240272500 |
| 2017-02-01 | 72.658227073311210 |
| 2017-03-01 | 72.945246712402300 |
| 2017-04-01 | 73.137340294725090 |
| 2017-05-01 | 74.288843631525710 |
| 2017-06-01 | 72.350989575732400 |
| 2017-07-01 | 74.727737838452800 |
| 2017-08-01 | 74.165561570426000 |
| 2017-09-01 | 75.599189694706400 |
| 2017-10-01 | 76.679871127351590 |
| 2017-11-01 | 76.716776097619000 |
| 2017-12-01 | 74.481525186753900 |
| 2018-01-01 | 81.925546284771910 |
| 2018-02-01 | 78.130424257364800 |
| 2018-03-01 | 77.888364605707100 |
| 2018-04-01 | 78.150817925507400 |
| 2018-05-01 | 77.912514696059800 |
| 2018-06-01 | 78.486165514753100 |
| 2018-07-01 | 77.726912682784090 |
| 2018-08-01 | 77.940959764205500 |
| 2018-09-01 | 77.506789504212900 |
| 2018-10-01 | 77.594150749886710 |
| 2018-11-01 | 77.402208746716000 |
| 2018-12-01 | 78.161724608339090 |
| 2019-01-01 | 76.574489102356010 |
| 2019-02-01 | 77.730516165031910 |
| 2019-03-01 | 77.520692985255900 |
| 2019-04-01 | 77.875355409312590 |
| 2019-05-01 | 77.388172895392800 |
| 2019-06-01 | 77.831063827435410 |
| 2019-07-01 | 76.706224352267410 |
| 2019-08-01 | 74.638669264871410 |
| 2019-09-01 | 78.975371884843910 |
| 2019-10-01 | 78.751381237498400 |
| 2019-11-01 | 78.964375782203700 |
| 2019-12-01 | 79.189703066464800 |
| 2020-01-01 | 76.470941020905700 |
| 2020-02-01 | 78.491796728468000 |
| 2020-03-01 | 77.884440019491590 |
| 2020-04-01 | 76.043807380745400 |
| 2020-05-01 | 74.726698913640090 |
| 2020-06-01 | 77.546920188890800 |
| 2020-07-01 | 74.516659227568300 |
| 2020-08-01 | 73.184393069064210 |
| 2020-09-01 | 71.045884178788400 |
| 2020-10-01 | 69.743138854081110 |
| 2020-11-01 | 69.556153241768000 |
| 2020-12-01 | 68.975256941738700 |
| 2021-01-01 | 70.345525880312500 |
| 2021-02-01 | 69.695670571015700 |
| 2021-03-01 | 70.325226598696800 |
| 2021-04-01 | 74.135894933725410 |
| 2021-05-01 | 78.345843191041100 |
| 2021-06-01 | 77.630588753242900 |
| 2021-07-01 | 77.342231638859910 |
| 2021-08-01 | 79.294453184545500 |
| 2021-09-01 | 77.051412734046300 |
| 2021-10-01 | 76.292629834987500 |
| 2021-11-01 | 75.806086940311500 |
| 2021-12-01 | 75.339887580450200 |
| 2022-01-01 | 75.856822111541920 |
| 2022-02-01 | 75.503079933244490 |
| 2022-03-01 | 75.848131145478790 |
| 2022-04-01 | 75.520382469675210 |
| 2022-05-01 | 75.096329174833800 |
| 2022-06-01 | 74.967173165491800 |
| 2022-07-01 | 75.643783081284000 |
| 2022-08-01 | 75.916771009631920 |
| 2022-09-01 | 75.837686360417010 |
| 2022-10-01 | 77.148952475869500 |
| 2022-11-01 | 77.255799829387700 |
| 2022-12-01 | 77.624141674527900 |
| 2023-01-01 | 76.280322432268700 |
| 2023-02-01 | 76.860790964480000 |
| 2023-03-01 | 76.665358866355200 |
| 2023-04-01 | 77.117492344550500 |
| 2023-05-01 | 78.452291735096210 |
| 2023-06-01 | 78.332863189477000 |
| 2023-07-01 | 79.144945003894400 |
| 2023-08-01 | 79.760867266983300 |
| 2023-09-01 | 79.730938141680600 |
| 2023-10-01 | 79.243545531675500 |
| 2023-11-01 | 79.640289577725000 |
| 2023-12-01 | 79.347417332051000 |
| 2024-01-01 | 79.430056989139090 |
| 2024-02-01 | 78.577161456702300 |
| 2024-03-01 | 79.260480631756700 |
| 2024-04-01 | 81.386188177116900 |
| 2024-05-01 | 79.691388734521210 |
| 2024-06-01 | 82.096732803646200 |
| 2024-07-01 | 80.521024680669000 |
| 2024-08-01 | 78.375830499200500 |
| 2024-09-01 | 82.011578442519410 |
| 2024-10-01 | 82.648863002023700 |
| 2024-11-01 | 82.901904918195100 |
| 2024-12-01 | 82.917422627592200 |
| 2025-01-01 | 85.450732377807210 |
| 2025-02-01 | 86.144461401278920 |
| 2025-03-01 | 85.867900210592800 |
| 2025-04-01 | 85.428795732352200 |
| 2025-05-01 | 84.947456691691500 |