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 2024-10-01 |
| Last Updated | 2024-11-20 6:52 AM CST |
| 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 | 52.815810232392300 |
| 1990-02-01 | 53.505871836948000 |
| 1990-03-01 | 53.461220866291400 |
| 1990-04-01 | 54.778053424568900 |
| 1990-05-01 | 55.001366614581900 |
| 1990-06-01 | 53.381594745899000 |
| 1990-07-01 | 49.814754137403710 |
| 1990-08-01 | 51.807590076667100 |
| 1990-09-01 | 51.774022299328300 |
| 1990-10-01 | 52.741954890882700 |
| 1990-11-01 | 51.916612004796200 |
| 1990-12-01 | 51.637288335158300 |
| 1991-01-01 | 50.817936835035106 |
| 1991-02-01 | 50.556704108029790 |
| 1991-03-01 | 49.912493468858100 |
| 1991-04-01 | 47.620161670042000 |
| 1991-05-01 | 46.624745193956100 |
| 1991-06-01 | 45.745751456810890 |
| 1991-07-01 | 44.785333597860000 |
| 1991-08-01 | 44.724070691125000 |
| 1991-09-01 | 42.424192899462900 |
| 1991-10-01 | 48.106663159381200 |
| 1991-11-01 | 45.262611605888004 |
| 1991-12-01 | 44.521873134607404 |
| 1992-01-01 | 39.298441320461100 |
| 1992-02-01 | 41.985040757355100 |
| 1992-03-01 | 41.389881617506700 |
| 1992-04-01 | 40.891695757646900 |
| 1992-05-01 | 39.756466828671900 |
| 1992-06-01 | 38.583676676349505 |
| 1992-07-01 | 37.497012170223900 |
| 1992-08-01 | 37.530256380298300 |
| 1992-09-01 | 41.725799815795500 |
| 1992-10-01 | 34.235411887808600 |
| 1992-11-01 | 33.923838647414996 |
| 1992-12-01 | 34.060308096934904 |
| 1993-01-01 | 34.704748305816494 |
| 1993-02-01 | 34.320128972948800 |
| 1993-03-01 | 34.472849444979800 |
| 1993-04-01 | 34.422491049225500 |
| 1993-05-01 | 34.995728741355100 |
| 1993-06-01 | 36.026646598640700 |
| 1993-07-01 | 36.158048570308400 |
| 1993-08-01 | 35.938288122233100 |
| 1993-09-01 | 36.143845450266205 |
| 1993-10-01 | 35.482040156899000 |
| 1993-11-01 | 35.363222486980000 |
| 1993-12-01 | 35.346553232803200 |
| 1994-01-01 | 35.796504147379400 |
| 1994-02-01 | 35.867755631276104 |
| 1994-03-01 | 36.298188214874294 |
| 1994-04-01 | 37.335336886401500 |
| 1994-05-01 | 37.702236939255500 |
| 1994-06-01 | 38.879450453328100 |
| 1994-07-01 | 38.074151697780500 |
| 1994-08-01 | 37.711611989557900 |
| 1994-09-01 | 37.725697927290400 |
| 1994-10-01 | 38.447516902767404 |
| 1994-11-01 | 38.431888244064005 |
| 1994-12-01 | 38.461993738548600 |
| 1995-01-01 | 40.302584128010800 |
| 1995-02-01 | 40.061955254683500 |
| 1995-03-01 | 39.786810110371400 |
| 1995-04-01 | 39.051170767473200 |
| 1995-05-01 | 40.062278989881400 |
| 1995-06-01 | 40.662448893569500 |
| 1995-07-01 | 41.528648597893000 |
| 1995-08-01 | 41.884074316473104 |
| 1995-09-01 | 42.625075786434100 |
| 1995-10-01 | 43.076770474661210 |
| 1995-11-01 | 43.379952943804504 |
| 1995-12-01 | 43.087694849129000 |
| 1996-01-01 | 41.442730487478900 |
| 1996-02-01 | 41.361176816369706 |
| 1996-03-01 | 41.471597879164904 |
| 1996-04-01 | 43.801707551544300 |
| 1996-05-01 | 44.763353427125000 |
| 1996-06-01 | 45.280132682828210 |
| 1996-07-01 | 48.175545976298600 |
| 1996-08-01 | 47.025536224969800 |
| 1996-09-01 | 47.422518134700795 |
| 1996-10-01 | 46.155983918404210 |
| 1996-11-01 | 46.130227023229600 |
| 1996-12-01 | 46.797410703077205 |
| 1997-01-01 | 46.497562400624700 |
| 1997-02-01 | 45.466683791317800 |
| 1997-03-01 | 44.895968725844300 |
| 1997-04-01 | 41.229504794736600 |
| 1997-05-01 | 42.052212355929605 |
| 1997-06-01 | 43.117442537885104 |
| 1997-07-01 | 43.121876146630896 |
| 1997-08-01 | 43.447756916803506 |
| 1997-09-01 | 42.029562742373800 |
| 1997-10-01 | 42.757161378004700 |
| 1997-11-01 | 43.173420943753100 |
| 1997-12-01 | 43.045907169876300 |
| 1998-01-01 | 47.349014802136100 |
| 1998-02-01 | 46.479661099981700 |
| 1998-03-01 | 45.708854534785100 |
| 1998-04-01 | 47.534325189508490 |
| 1998-05-01 | 48.093730222342700 |
| 1998-06-01 | 48.146095359724600 |
| 1998-07-01 | 47.240555460571700 |
| 1998-08-01 | 46.472266333247795 |
| 1998-09-01 | 47.608008933802200 |
| 1998-10-01 | 47.505238306736400 |
| 1998-11-01 | 47.547515881199395 |
| 1998-12-01 | 47.197738473183100 |
| 1999-01-01 | 47.250375597220300 |
| 1999-02-01 | 47.384976522433604 |
| 1999-03-01 | 47.888307998287296 |
| 1999-04-01 | 47.154821670503104 |
| 1999-05-01 | 47.000831272450704 |
| 1999-06-01 | 46.378055126270700 |
| 1999-07-01 | 47.425148149286100 |
| 1999-08-01 | 47.111429037521404 |
| 1999-09-01 | 48.577618235650704 |
| 1999-10-01 | 48.993215084473800 |
| 1999-11-01 | 49.478674196257600 |
| 1999-12-01 | 49.468815657646800 |
| 2000-01-01 | 49.756459355338500 |
| 2000-02-01 | 49.698658041929600 |
| 2000-03-01 | 50.025960812076704 |
| 2000-04-01 | 50.593099349877605 |
| 2000-05-01 | 50.898826154625900 |
| 2000-06-01 | 51.517315394777604 |
| 2000-07-01 | 50.945816231499100 |
| 2000-08-01 | 51.717066895422790 |
| 2000-09-01 | 51.213101581893400 |
| 2000-10-01 | 51.113930274279300 |
| 2000-11-01 | 51.036236203534790 |
| 2000-12-01 | 51.356099355178095 |
| 2001-01-01 | 50.170350518264210 |
| 2001-02-01 | 50.486328795172604 |
| 2001-03-01 | 51.422370646089500 |
| 2001-04-01 | 49.532976903258900 |
| 2001-05-01 | 49.967691367012904 |
| 2001-06-01 | 49.291941674868795 |
| 2001-07-01 | 48.333524675759600 |
| 2001-08-01 | 48.845971088527300 |
| 2001-09-01 | 49.035948551248296 |
| 2001-10-01 | 49.727528720181290 |
| 2001-11-01 | 49.544407625960290 |
| 2001-12-01 | 49.527155251727294 |
| 2002-01-01 | 49.454344762370795 |
| 2002-02-01 | 49.633699445045790 |
| 2002-03-01 | 49.726247703327210 |
| 2002-04-01 | 51.118253718047704 |
| 2002-05-01 | 51.690795675867605 |
| 2002-06-01 | 52.222921357328794 |
| 2002-07-01 | 53.369210381447104 |
| 2002-08-01 | 52.549045179796100 |
| 2002-09-01 | 53.196393421037800 |
| 2002-10-01 | 53.622238248684500 |
| 2002-11-01 | 54.021086838834100 |
| 2002-12-01 | 54.000074494277290 |
| 2003-01-01 | 53.613243775291700 |
| 2003-02-01 | 53.899485241687700 |
| 2003-03-01 | 54.202653582879705 |
| 2003-04-01 | 53.849568894414794 |
| 2003-05-01 | 53.432185240025100 |
| 2003-06-01 | 53.482127325341610 |
| 2003-07-01 | 54.155487171156800 |
| 2003-08-01 | 54.189278918485300 |
| 2003-09-01 | 53.730994119247896 |
| 2003-10-01 | 54.111411930024296 |
| 2003-11-01 | 54.153712912630700 |
| 2003-12-01 | 54.234504309460895 |
| 2004-01-01 | 52.460450955984200 |
| 2004-02-01 | 53.720880355475700 |
| 2004-03-01 | 53.820853644394205 |
| 2004-04-01 | 53.597842973858100 |
| 2004-05-01 | 53.640937020264500 |
| 2004-06-01 | 53.262995518988000 |
| 2004-07-01 | 53.418735628111000 |
| 2004-08-01 | 54.245051070783504 |
| 2004-09-01 | 55.697717323759100 |
| 2004-10-01 | 54.690152781606100 |
| 2004-11-01 | 54.676831010949705 |
| 2004-12-01 | 54.623900270368700 |
| 2005-01-01 | 54.822509756206100 |
| 2005-02-01 | 54.723336927305205 |
| 2005-03-01 | 54.384748859149700 |
| 2005-04-01 | 53.557365511473900 |
| 2005-05-01 | 54.004061324498394 |
| 2005-06-01 | 55.228007848590710 |
| 2005-07-01 | 54.534923591271400 |
| 2005-08-01 | 55.047393435904400 |
| 2005-09-01 | 55.846800210808200 |
| 2005-10-01 | 53.684784274685000 |
| 2005-11-01 | 53.527131773963100 |
| 2005-12-01 | 53.644543459774200 |
| 2006-01-01 | 53.702411810446606 |
| 2006-02-01 | 53.787008417176500 |
| 2006-03-01 | 53.821491164896600 |
| 2006-04-01 | 54.829952407235900 |
| 2006-05-01 | 55.619501704663705 |
| 2006-06-01 | 55.858790337190000 |
| 2006-07-01 | 55.283286389873105 |
| 2006-08-01 | 55.760038553697996 |
| 2006-09-01 | 56.003751158068400 |
| 2006-10-01 | 55.851509062371400 |
| 2006-11-01 | 55.697701508781700 |
| 2006-12-01 | 55.764211488570990 |
| 2007-01-01 | 56.748429397669400 |
| 2007-02-01 | 56.352824126690905 |
| 2007-03-01 | 56.243740926834100 |
| 2007-04-01 | 56.372774239798005 |
| 2007-05-01 | 55.758311178576100 |
| 2007-06-01 | 54.036305983090200 |
| 2007-07-01 | 54.890397661072290 |
| 2007-08-01 | 54.196597814439290 |
| 2007-09-01 | 55.542381004094400 |
| 2007-10-01 | 56.211821215280000 |
| 2007-11-01 | 56.497605141517894 |
| 2007-12-01 | 56.455869011212800 |
| 2008-01-01 | 56.350864398684100 |
| 2008-02-01 | 56.227432306385400 |
| 2008-03-01 | 56.151367777748100 |
| 2008-04-01 | 56.200969119366995 |
| 2008-05-01 | 56.214912127750594 |
| 2008-06-01 | 56.493476351983700 |
| 2008-07-01 | 56.336091097325790 |
| 2008-08-01 | 56.329788187725400 |
| 2008-09-01 | 56.384438657016204 |
| 2008-10-01 | 56.537522778846100 |
| 2008-11-01 | 56.981084655964004 |
| 2008-12-01 | 57.061964805825600 |
| 2009-01-01 | 57.887992029508300 |
| 2009-02-01 | 58.921553711260394 |
| 2009-03-01 | 58.874709965754300 |
| 2009-04-01 | 58.800827640379800 |
| 2009-05-01 | 59.145538395296500 |
| 2009-06-01 | 58.584427570791900 |
| 2009-07-01 | 62.181312854556500 |
| 2009-08-01 | 62.001195177618000 |
| 2009-09-01 | 63.158927882149705 |
| 2009-10-01 | 60.799020521918110 |
| 2009-11-01 | 60.751379462668890 |
| 2009-12-01 | 61.767849253225000 |
| 2010-01-01 | 60.188888133968895 |
| 2010-02-01 | 60.011225054319105 |
| 2010-03-01 | 61.291670761300400 |
| 2010-04-01 | 64.053291681403700 |
| 2010-05-01 | 63.216495487836106 |
| 2010-06-01 | 62.450366106585800 |
| 2010-07-01 | 59.694120982844600 |
| 2010-08-01 | 61.311616465594100 |
| 2010-09-01 | 62.051347486517900 |
| 2010-10-01 | 62.921555000452390 |
| 2010-11-01 | 63.348077262450296 |
| 2010-12-01 | 62.868473118886605 |
| 2011-01-01 | 63.406770935350800 |
| 2011-02-01 | 64.154017471167400 |
| 2011-03-01 | 64.452368335527600 |
| 2011-04-01 | 61.013479005221996 |
| 2011-05-01 | 61.224527818311610 |
| 2011-06-01 | 61.401362016730790 |
| 2011-07-01 | 60.795563073045300 |
| 2011-08-01 | 61.148073790620900 |
| 2011-09-01 | 61.456466354772300 |
| 2011-10-01 | 62.896014967157200 |
| 2011-11-01 | 63.284867716140205 |
| 2011-12-01 | 63.237190037637900 |
| 2012-01-01 | 62.711925809619890 |
| 2012-02-01 | 62.231856089536290 |
| 2012-03-01 | 62.379488837724600 |
| 2012-04-01 | 61.500411422784700 |
| 2012-05-01 | 63.167463364502710 |
| 2012-06-01 | 63.503661276131204 |
| 2012-07-01 | 63.501022797049295 |
| 2012-08-01 | 64.139093983936600 |
| 2012-09-01 | 63.041173976272496 |
| 2012-10-01 | 62.582955453709600 |
| 2012-11-01 | 62.447063845962400 |
| 2012-12-01 | 62.890785334499995 |
| 2013-01-01 | 63.469557828491205 |
| 2013-02-01 | 63.161863613595600 |
| 2013-03-01 | 63.434742566485300 |
| 2013-04-01 | 66.213479726175300 |
| 2013-05-01 | 65.440947567107700 |
| 2013-06-01 | 66.350507516799500 |
| 2013-07-01 | 67.153889080228400 |
| 2013-08-01 | 66.778641573827800 |
| 2013-09-01 | 66.596788508314000 |
| 2013-10-01 | 65.991346473521600 |
| 2013-11-01 | 65.818054879265390 |
| 2013-12-01 | 65.867333062431600 |
| 2014-01-01 | 66.753271517706790 |
| 2014-02-01 | 67.249570304590210 |
| 2014-03-01 | 67.354903052059500 |
| 2014-04-01 | 66.572243655735290 |
| 2014-05-01 | 66.914512972345400 |
| 2014-06-01 | 66.163699443870500 |
| 2014-07-01 | 66.543260671097400 |
| 2014-08-01 | 68.440239080359400 |
| 2014-09-01 | 68.825469400256700 |
| 2014-10-01 | 69.926132365014000 |
| 2014-11-01 | 69.469357053903510 |
| 2014-12-01 | 69.607765254781300 |
| 2015-01-01 | 68.528422039782000 |
| 2015-02-01 | 69.255361134960100 |
| 2015-03-01 | 68.926798264446600 |
| 2015-04-01 | 69.424195881535700 |
| 2015-05-01 | 70.025022297312400 |
| 2015-06-01 | 68.591494015735110 |
| 2015-07-01 | 69.589085917974800 |
| 2015-08-01 | 70.061629844973000 |
| 2015-09-01 | 70.787630629088200 |
| 2015-10-01 | 70.247795618470400 |
| 2015-11-01 | 71.538901731948400 |
| 2015-12-01 | 71.760068517017500 |
| 2016-01-01 | 72.485280549164800 |
| 2016-02-01 | 72.160173976531500 |
| 2016-03-01 | 72.798238622709700 |
| 2016-04-01 | 70.632496430373100 |
| 2016-05-01 | 71.618271807869200 |
| 2016-06-01 | 73.788778589454500 |
| 2016-07-01 | 72.952784551349100 |
| 2016-08-01 | 70.955769985855300 |
| 2016-09-01 | 71.559488957780800 |
| 2016-10-01 | 72.231077266910490 |
| 2016-11-01 | 72.424676053386210 |
| 2016-12-01 | 72.689616389637300 |
| 2017-01-01 | 74.135032293363200 |
| 2017-02-01 | 72.687428456514210 |
| 2017-03-01 | 72.975366694822910 |
| 2017-04-01 | 73.165716355717100 |
| 2017-05-01 | 74.310360143911600 |
| 2017-06-01 | 72.200216184072000 |
| 2017-07-01 | 74.734809662902400 |
| 2017-08-01 | 74.123547507733010 |
| 2017-09-01 | 75.605459204156090 |
| 2017-10-01 | 76.696930822562800 |
| 2017-11-01 | 76.746942693175910 |
| 2017-12-01 | 74.537004920493200 |
| 2018-01-01 | 81.901809507145400 |
| 2018-02-01 | 78.184376513653790 |
| 2018-03-01 | 77.932630611384200 |
| 2018-04-01 | 78.174652261605090 |
| 2018-05-01 | 77.945852854654500 |
| 2018-06-01 | 78.341007938377290 |
| 2018-07-01 | 77.676359094469090 |
| 2018-08-01 | 77.846423188259100 |
| 2018-09-01 | 77.465734866559000 |
| 2018-10-01 | 77.591591553400200 |
| 2018-11-01 | 77.436028369000300 |
| 2018-12-01 | 78.255008697052000 |
| 2019-01-01 | 76.667728236199100 |
| 2019-02-01 | 77.868366173597600 |
| 2019-03-01 | 77.524152787805900 |
| 2019-04-01 | 77.895251856288000 |
| 2019-05-01 | 77.559904433815590 |
| 2019-06-01 | 77.546882681685200 |
| 2019-07-01 | 76.533210879730090 |
| 2019-08-01 | 74.453699125223100 |
| 2019-09-01 | 78.904510724809000 |
| 2019-10-01 | 78.755352066557210 |
| 2019-11-01 | 79.032023134357000 |
| 2019-12-01 | 79.345349529724700 |
| 2020-01-01 | 76.692031224083100 |
| 2020-02-01 | 78.711558754439400 |
| 2020-03-01 | 77.835810239122410 |
| 2020-04-01 | 76.046064677512900 |
| 2020-05-01 | 75.025477059992710 |
| 2020-06-01 | 77.099263220258300 |
| 2020-07-01 | 74.228339986007700 |
| 2020-08-01 | 72.934085551914700 |
| 2020-09-01 | 70.964369777612000 |
| 2020-10-01 | 69.768469016737700 |
| 2020-11-01 | 69.665449857403800 |
| 2020-12-01 | 69.190855295968400 |
| 2021-01-01 | 70.680339445906800 |
| 2021-02-01 | 69.982034878410500 |
| 2021-03-01 | 70.216503371070200 |
| 2021-04-01 | 74.104472715313100 |
| 2021-05-01 | 78.698365024799300 |
| 2021-06-01 | 76.989569466672700 |
| 2021-07-01 | 76.997200509263700 |
| 2021-08-01 | 79.013720931422300 |
| 2021-09-01 | 77.057418640944010 |
| 2021-10-01 | 76.373980995946210 |
| 2021-11-01 | 76.041125195018900 |
| 2021-12-01 | 75.626859513142590 |
| 2022-01-01 | 76.155623736702990 |
| 2022-02-01 | 75.663701522694410 |
| 2022-03-01 | 75.736868851221200 |
| 2022-04-01 | 75.506043549125990 |
| 2022-05-01 | 75.224618370234700 |
| 2022-06-01 | 74.405099570763910 |
| 2022-07-01 | 75.269830759741500 |
| 2022-08-01 | 75.686958401685590 |
| 2022-09-01 | 76.004877379902200 |
| 2022-10-01 | 77.247610434851910 |
| 2022-11-01 | 77.497695696131800 |
| 2022-12-01 | 77.831471547044200 |
| 2023-01-01 | 76.667888662796800 |
| 2023-02-01 | 76.983032277643500 |
| 2023-03-01 | 76.590373646229600 |
| 2023-04-01 | 77.368398980796000 |
| 2023-05-01 | 78.446807495147000 |
| 2023-06-01 | 78.494777861119000 |
| 2023-07-01 | 78.613640956835200 |
| 2023-08-01 | 79.816422196710200 |
| 2023-09-01 | 80.144216267236800 |
| 2023-10-01 | 80.072582264617300 |
| 2023-11-01 | 80.481979262835100 |
| 2023-12-01 | 80.804801764019300 |
| 2024-01-01 | 82.373298185378000 |
| 2024-02-01 | 82.205748773364010 |
| 2024-03-01 | 82.629345741856300 |
| 2024-04-01 | 82.396743848036590 |
| 2024-05-01 | 81.813436262736500 |
| 2024-06-01 | 82.258135733510800 |
| 2024-07-01 | 84.311678411441900 |
| 2024-08-01 | 80.892494560349500 |
| 2024-09-01 | 82.139804209607290 |
| 2024-10-01 | 82.503504451092700 |
