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 2025-11-01 |
| Last Updated | 2026-01-08 12:29 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 | 52.6144178648337 |
| 1990-02-01 | 52.9769450280335 |
| 1990-03-01 | 53.0600269213322 |
| 1990-04-01 | 54.6504204964795 |
| 1990-05-01 | 55.0913560719229 |
| 1990-06-01 | 53.8762258621792 |
| 1990-07-01 | 50.8194317370337 |
| 1990-08-01 | 52.8356206669542 |
| 1990-09-01 | 49.9642345526827 |
| 1990-10-01 | 52.2722302442857 |
| 1990-11-01 | 52.0242935897853 |
| 1990-12-01 | 52.3880955386185 |
| 1991-01-01 | 50.7230982092673 |
| 1991-02-01 | 49.9899194494379 |
| 1991-03-01 | 49.4605476610079 |
| 1991-04-01 | 47.4701142299811 |
| 1991-05-01 | 46.7483213367601 |
| 1991-06-01 | 46.2706495318709 |
| 1991-07-01 | 45.7576791698736 |
| 1991-08-01 | 45.8585428924512 |
| 1991-09-01 | 40.7762257094471 |
| 1991-10-01 | 47.5069116704325 |
| 1991-11-01 | 45.2778526972336 |
| 1991-12-01 | 45.0949270645343 |
| 1992-01-01 | 39.3261019070648 |
| 1992-02-01 | 41.4223073972881 |
| 1992-03-01 | 40.9390472793398 |
| 1992-04-01 | 40.7509784174124 |
| 1992-05-01 | 39.9139723585763 |
| 1992-06-01 | 39.1071648732790 |
| 1992-07-01 | 38.3902501719486 |
| 1992-08-01 | 38.7076758070009 |
| 1992-09-01 | 40.4019126612951 |
| 1992-10-01 | 33.5514810146778 |
| 1992-11-01 | 33.7586652731307 |
| 1992-12-01 | 34.2969680317153 |
| 1993-01-01 | 34.7455298541990 |
| 1993-02-01 | 34.0036640325092 |
| 1993-03-01 | 34.2339563706314 |
| 1993-04-01 | 34.3708631148820 |
| 1993-05-01 | 35.1631230826478 |
| 1993-06-01 | 36.4156941027189 |
| 1993-07-01 | 36.7295040424534 |
| 1993-08-01 | 36.6975020108954 |
| 1993-09-01 | 35.4458864921994 |
| 1993-10-01 | 34.9815943397515 |
| 1993-11-01 | 35.1574911285978 |
| 1993-12-01 | 35.3441339123917 |
| 1994-01-01 | 35.7838821020988 |
| 1994-02-01 | 35.7201981770936 |
| 1994-03-01 | 36.2253471413301 |
| 1994-04-01 | 37.3462706384937 |
| 1994-05-01 | 37.8301250975898 |
| 1994-06-01 | 39.1090435935238 |
| 1994-07-01 | 38.3973463672133 |
| 1994-08-01 | 38.0798287725364 |
| 1994-09-01 | 37.4511842525528 |
| 1994-10-01 | 38.1904397393472 |
| 1994-11-01 | 38.2456489780809 |
| 1994-12-01 | 38.3483121242003 |
| 1995-01-01 | 40.2407639208859 |
| 1995-02-01 | 40.0594372551231 |
| 1995-03-01 | 39.8418050480239 |
| 1995-04-01 | 39.0963212448546 |
| 1995-05-01 | 40.1243013082513 |
| 1995-06-01 | 40.7435700149485 |
| 1995-07-01 | 41.6342523319162 |
| 1995-08-01 | 41.9275151948591 |
| 1995-09-01 | 42.6111974133828 |
| 1995-10-01 | 43.0256385826255 |
| 1995-11-01 | 43.3148266905495 |
| 1995-12-01 | 43.0150486947811 |
| 1996-01-01 | 41.3939482281122 |
| 1996-02-01 | 41.3419392142830 |
| 1996-03-01 | 41.4978474306330 |
| 1996-04-01 | 43.8258452095151 |
| 1996-05-01 | 44.7675402699942 |
| 1996-06-01 | 45.3072094011504 |
| 1996-07-01 | 48.2494541717165 |
| 1996-08-01 | 47.0404026783350 |
| 1996-09-01 | 47.4172154815456 |
| 1996-10-01 | 46.1425260129264 |
| 1996-11-01 | 46.1150970004767 |
| 1996-12-01 | 46.7487533983789 |
| 1997-01-01 | 46.4816245584561 |
| 1997-02-01 | 45.4618655215491 |
| 1997-03-01 | 44.9033663859132 |
| 1997-04-01 | 41.2470526104390 |
| 1997-05-01 | 42.0246122519320 |
| 1997-06-01 | 43.1272580791077 |
| 1997-07-01 | 43.1638825222269 |
| 1997-08-01 | 43.4565026519388 |
| 1997-09-01 | 42.0324552746625 |
| 1997-10-01 | 42.7621456935034 |
| 1997-11-01 | 43.1800946280385 |
| 1997-12-01 | 42.9955337464733 |
| 1998-01-01 | 47.3493896216407 |
| 1998-02-01 | 46.4824878230649 |
| 1998-03-01 | 45.6988057744681 |
| 1998-04-01 | 47.5485362708164 |
| 1998-05-01 | 48.0764048395458 |
| 1998-06-01 | 48.1561362748325 |
| 1998-07-01 | 47.2679954780204 |
| 1998-08-01 | 46.4625597788659 |
| 1998-09-01 | 47.6154144074056 |
| 1998-10-01 | 47.5114758918469 |
| 1998-11-01 | 47.5521923488515 |
| 1998-12-01 | 47.1622602147264 |
| 1999-01-01 | 47.2525550162181 |
| 1999-02-01 | 47.3900665726284 |
| 1999-03-01 | 47.8814408921661 |
| 1999-04-01 | 47.1636861611806 |
| 1999-05-01 | 46.9950512900458 |
| 1999-06-01 | 46.3861936509386 |
| 1999-07-01 | 47.4326783324772 |
| 1999-08-01 | 47.1038317492862 |
| 1999-09-01 | 48.5831535121171 |
| 1999-10-01 | 48.9971632953911 |
| 1999-11-01 | 49.4813606454659 |
| 1999-12-01 | 49.4511379486723 |
| 2000-01-01 | 49.7560952621686 |
| 2000-02-01 | 49.7010363898224 |
| 2000-03-01 | 50.0238508422916 |
| 2000-04-01 | 50.5961516595391 |
| 2000-05-01 | 50.9023590124549 |
| 2000-06-01 | 51.5206905552068 |
| 2000-07-01 | 50.9488561000646 |
| 2000-08-01 | 51.7078391986848 |
| 2000-09-01 | 51.2154306358158 |
| 2000-10-01 | 51.1147881232793 |
| 2000-11-01 | 51.0364035675815 |
| 2000-12-01 | 51.3556278817635 |
| 2001-01-01 | 50.1670070400715 |
| 2001-02-01 | 50.4859801722942 |
| 2001-03-01 | 51.4254229331216 |
| 2001-04-01 | 49.5333410402878 |
| 2001-05-01 | 49.9681194159822 |
| 2001-06-01 | 49.2921008337016 |
| 2001-07-01 | 48.3332245301679 |
| 2001-08-01 | 48.8464089638647 |
| 2001-09-01 | 49.0355189734279 |
| 2001-10-01 | 49.7268627459631 |
| 2001-11-01 | 49.5443716951662 |
| 2001-12-01 | 49.5273148949044 |
| 2002-01-01 | 49.4526314253747 |
| 2002-02-01 | 49.6340256130519 |
| 2002-03-01 | 49.7275331001434 |
| 2002-04-01 | 51.1186134781445 |
| 2002-05-01 | 51.6910570919599 |
| 2002-06-01 | 52.2230115345459 |
| 2002-07-01 | 53.3689886800707 |
| 2002-08-01 | 52.5489306291836 |
| 2002-09-01 | 53.1962277214045 |
| 2002-10-01 | 53.6219117227990 |
| 2002-11-01 | 54.0211573905170 |
| 2002-12-01 | 54.0002506421719 |
| 2003-01-01 | 53.6124031306796 |
| 2003-02-01 | 53.8996605077252 |
| 2003-03-01 | 54.2033047682176 |
| 2003-04-01 | 53.8496507827806 |
| 2003-05-01 | 53.4322265656277 |
| 2003-06-01 | 53.4821559956787 |
| 2003-07-01 | 54.1554041969488 |
| 2003-08-01 | 54.1893047674044 |
| 2003-09-01 | 53.7309866283162 |
| 2003-10-01 | 54.1112735527383 |
| 2003-11-01 | 54.1536856568208 |
| 2003-12-01 | 54.2344655011444 |
| 2004-01-01 | 52.4603000191876 |
| 2004-02-01 | 53.7208708976723 |
| 2004-03-01 | 53.8210110468602 |
| 2004-04-01 | 53.5979045571625 |
| 2004-05-01 | 53.6409891181209 |
| 2004-06-01 | 53.2630345277886 |
| 2004-07-01 | 53.4186988773235 |
| 2004-08-01 | 54.2450563826451 |
| 2004-09-01 | 55.6976959939313 |
| 2004-10-01 | 54.6901317545694 |
| 2004-11-01 | 54.6768122176973 |
| 2004-12-01 | 54.6238913984619 |
| 2005-01-01 | 54.8224347274242 |
| 2005-02-01 | 54.7233518033126 |
| 2005-03-01 | 54.3847718417101 |
| 2005-04-01 | 53.5574122520420 |
| 2005-05-01 | 54.0040825273309 |
| 2005-06-01 | 55.2280195986127 |
| 2005-07-01 | 54.5349200669804 |
| 2005-08-01 | 55.0473775265732 |
| 2005-09-01 | 55.8467925542216 |
| 2005-10-01 | 53.6847801973263 |
| 2005-11-01 | 53.5271318200990 |
| 2005-12-01 | 53.6445470960499 |
| 2006-01-01 | 53.7023782575671 |
| 2006-02-01 | 53.7870135518518 |
| 2006-03-01 | 53.8214935707394 |
| 2006-04-01 | 54.8299683484684 |
| 2006-05-01 | 55.6195047582694 |
| 2006-06-01 | 55.8587918530329 |
| 2006-07-01 | 55.2832856825281 |
| 2006-08-01 | 55.7600378366898 |
| 2006-09-01 | 56.0037565026856 |
| 2006-10-01 | 55.8515154029970 |
| 2006-11-01 | 55.6977064740546 |
| 2006-12-01 | 55.7642123920625 |
| 2007-01-01 | 56.7484241920083 |
| 2007-02-01 | 56.3528133041823 |
| 2007-03-01 | 56.2437254874316 |
| 2007-04-01 | 56.3727656840415 |
| 2007-05-01 | 55.7582998196443 |
| 2007-06-01 | 54.0363007291397 |
| 2007-07-01 | 54.8904136731118 |
| 2007-08-01 | 54.1965988225138 |
| 2007-09-01 | 55.5424221327661 |
| 2007-10-01 | 56.2118356181839 |
| 2007-11-01 | 56.4976214305124 |
| 2007-12-01 | 56.4558832820249 |
| 2008-01-01 | 56.3508588235808 |
| 2008-02-01 | 56.2274138591997 |
| 2008-03-01 | 56.1513298970245 |
| 2008-04-01 | 56.2009011975378 |
| 2008-05-01 | 56.2148696657086 |
| 2008-06-01 | 56.4934477277531 |
| 2008-07-01 | 56.3361280400881 |
| 2008-08-01 | 56.3298268754986 |
| 2008-09-01 | 56.3845274304328 |
| 2008-10-01 | 56.5375738561104 |
| 2008-11-01 | 56.9811443829109 |
| 2008-12-01 | 57.0620236697861 |
| 2009-01-01 | 57.8880094901760 |
| 2009-02-01 | 58.9215410822674 |
| 2009-03-01 | 58.8743932558035 |
| 2009-04-01 | 58.8007375907829 |
| 2009-05-01 | 59.1454658842803 |
| 2009-06-01 | 58.5843885307797 |
| 2009-07-01 | 62.1814009234037 |
| 2009-08-01 | 62.0013168528024 |
| 2009-09-01 | 63.1591153772871 |
| 2009-10-01 | 60.7991574575680 |
| 2009-11-01 | 60.7515179089880 |
| 2009-12-01 | 61.7679343878275 |
| 2010-01-01 | 60.1888744881074 |
| 2010-02-01 | 60.0111709525578 |
| 2010-03-01 | 61.2910809830342 |
| 2010-04-01 | 64.0527460602373 |
| 2010-05-01 | 63.2165491764884 |
| 2010-06-01 | 62.4504999459486 |
| 2010-07-01 | 59.6943998127179 |
| 2010-08-01 | 61.3119556572121 |
| 2010-09-01 | 62.0516718108506 |
| 2010-10-01 | 62.9218266654485 |
| 2010-11-01 | 63.3482668817788 |
| 2010-12-01 | 62.8685039355360 |
| 2011-01-01 | 63.4066550337303 |
| 2011-02-01 | 64.1539073105853 |
| 2011-03-01 | 64.4499775329845 |
| 2011-04-01 | 61.0132335303515 |
| 2011-05-01 | 61.2250969403009 |
| 2011-06-01 | 61.4020999265287 |
| 2011-07-01 | 60.7963964072993 |
| 2011-08-01 | 61.1488578195791 |
| 2011-09-01 | 61.4570564886610 |
| 2011-10-01 | 62.8963728387106 |
| 2011-11-01 | 63.2849700813423 |
| 2011-12-01 | 63.2367173864423 |
| 2012-01-01 | 62.7109733731899 |
| 2012-02-01 | 62.2309050659234 |
| 2012-03-01 | 62.3750689589149 |
| 2012-04-01 | 61.4997701655934 |
| 2012-05-01 | 63.1680614454090 |
| 2012-06-01 | 63.5101469869844 |
| 2012-07-01 | 63.5021372363533 |
| 2012-08-01 | 64.1400750158108 |
| 2012-09-01 | 63.0417754866688 |
| 2012-10-01 | 62.5830772083177 |
| 2012-11-01 | 62.4466341782264 |
| 2012-12-01 | 62.8890258318678 |
| 2013-01-01 | 63.4666280208218 |
| 2013-02-01 | 63.1587707591708 |
| 2013-03-01 | 63.4270470362419 |
| 2013-04-01 | 66.2125043605799 |
| 2013-05-01 | 65.4409814793338 |
| 2013-06-01 | 66.3708206409445 |
| 2013-07-01 | 67.1550754683854 |
| 2013-08-01 | 66.7793939069271 |
| 2013-09-01 | 66.5966580295131 |
| 2013-10-01 | 65.9903047208062 |
| 2013-11-01 | 65.8163181588547 |
| 2013-12-01 | 65.8632983904264 |
| 2014-01-01 | 66.7470904827387 |
| 2014-02-01 | 67.2427936410448 |
| 2014-03-01 | 67.3450409360827 |
| 2014-04-01 | 66.5662759977834 |
| 2014-05-01 | 66.9105170780668 |
| 2014-06-01 | 66.2166595286919 |
| 2014-07-01 | 66.5408098056040 |
| 2014-08-01 | 68.4410857126143 |
| 2014-09-01 | 68.8216461475185 |
| 2014-10-01 | 69.9214789535602 |
| 2014-11-01 | 69.4641928681639 |
| 2014-12-01 | 69.5998390312521 |
| 2015-01-01 | 68.5257105466870 |
| 2015-02-01 | 69.2434693775449 |
| 2015-03-01 | 68.9118772179086 |
| 2015-04-01 | 69.4089168743655 |
| 2015-05-01 | 70.0107371869992 |
| 2015-06-01 | 68.6981890099571 |
| 2015-07-01 | 69.5753980860499 |
| 2015-08-01 | 70.0673227937221 |
| 2015-09-01 | 70.7751788341966 |
| 2015-10-01 | 70.2360817754241 |
| 2015-11-01 | 71.5275652272137 |
| 2015-12-01 | 71.7419887012157 |
| 2016-01-01 | 72.5010648669553 |
| 2016-02-01 | 72.1429233290593 |
| 2016-03-01 | 72.7782851252912 |
| 2016-04-01 | 70.6079251823802 |
| 2016-05-01 | 71.5952543411236 |
| 2016-06-01 | 73.9350936893565 |
| 2016-07-01 | 72.9319687210784 |
| 2016-08-01 | 70.9715201883282 |
| 2016-09-01 | 71.5428772507955 |
| 2016-10-01 | 72.2144239037721 |
| 2016-11-01 | 72.4064885844651 |
| 2016-12-01 | 72.6584652581973 |
| 2017-01-01 | 74.1646731807866 |
| 2017-02-01 | 72.6592613369849 |
| 2017-03-01 | 72.9453747982534 |
| 2017-04-01 | 73.1358692935570 |
| 2017-05-01 | 74.2872772122324 |
| 2017-06-01 | 72.3561995424571 |
| 2017-07-01 | 74.7261122518034 |
| 2017-08-01 | 74.1694421301051 |
| 2017-09-01 | 75.5989056513947 |
| 2017-10-01 | 76.6804301457266 |
| 2017-11-01 | 76.7185149425237 |
| 2017-12-01 | 74.4824259156460 |
| 2018-01-01 | 81.9191119106112 |
| 2018-02-01 | 78.1331026647188 |
| 2018-03-01 | 77.8899439774191 |
| 2018-04-01 | 78.1507808966851 |
| 2018-05-01 | 77.9038014306797 |
| 2018-06-01 | 78.4862339012209 |
| 2018-07-01 | 77.7256241569230 |
| 2018-08-01 | 77.9459638336618 |
| 2018-09-01 | 77.5063013862366 |
| 2018-10-01 | 77.5971141674658 |
| 2018-11-01 | 77.4039873767951 |
| 2018-12-01 | 78.1640188553484 |
| 2019-01-01 | 76.5730707578503 |
| 2019-02-01 | 77.7359304855365 |
| 2019-03-01 | 77.5265198107214 |
| 2019-04-01 | 77.8766819048727 |
| 2019-05-01 | 77.3619767007845 |
| 2019-06-01 | 77.8262729938015 |
| 2019-07-01 | 76.7051458951610 |
| 2019-08-01 | 74.6486487518288 |
| 2019-09-01 | 78.9743370641231 |
| 2019-10-01 | 78.7567930277706 |
| 2019-11-01 | 78.9663753309337 |
| 2019-12-01 | 79.1938680680544 |
| 2020-01-01 | 76.4752741896732 |
| 2020-02-01 | 78.5005320465889 |
| 2020-03-01 | 77.8944507314245 |
| 2020-04-01 | 76.0452390041891 |
| 2020-05-01 | 74.6816582319723 |
| 2020-06-01 | 77.5374982453819 |
| 2020-07-01 | 74.5156102995268 |
| 2020-08-01 | 73.1963524974026 |
| 2020-09-01 | 71.0459788646648 |
| 2020-10-01 | 69.7535958030691 |
| 2020-11-01 | 69.5613549582732 |
| 2020-12-01 | 68.9846793305208 |
| 2021-01-01 | 70.3574814256826 |
| 2021-02-01 | 69.7083838328786 |
| 2021-03-01 | 70.3346119828824 |
| 2021-04-01 | 74.1267233043820 |
| 2021-05-01 | 78.2835336218698 |
| 2021-06-01 | 77.6097954903799 |
| 2021-07-01 | 77.3334394764234 |
| 2021-08-01 | 79.3098754586219 |
| 2021-09-01 | 77.0619940085186 |
| 2021-10-01 | 76.3168589750645 |
| 2021-11-01 | 75.8283441773553 |
| 2021-12-01 | 75.3658176598081 |
| 2022-01-01 | 75.8822351250549 |
| 2022-02-01 | 75.5172699146557 |
| 2022-03-01 | 75.8454666113280 |
| 2022-04-01 | 75.4896287123458 |
| 2022-05-01 | 75.0303516218685 |
| 2022-06-01 | 74.8193607200043 |
| 2022-07-01 | 75.6353098544711 |
| 2022-08-01 | 75.9840204670994 |
| 2022-09-01 | 75.8893214144755 |
| 2022-10-01 | 77.2255080786858 |
| 2022-11-01 | 77.3368493901686 |
| 2022-12-01 | 77.6312691947733 |
| 2023-01-01 | 76.3404217331088 |
| 2023-02-01 | 76.8775313410547 |
| 2023-03-01 | 76.6410793977188 |
| 2023-04-01 | 77.0412978173619 |
| 2023-05-01 | 78.3213417222211 |
| 2023-06-01 | 77.9875555586858 |
| 2023-07-01 | 79.0532524792872 |
| 2023-08-01 | 79.9685934717618 |
| 2023-09-01 | 79.9337813844339 |
| 2023-10-01 | 79.4337958456558 |
| 2023-11-01 | 79.8216735303935 |
| 2023-12-01 | 79.3350775379908 |
| 2024-01-01 | 79.5016835930813 |
| 2024-02-01 | 78.5570637237567 |
| 2024-03-01 | 79.1729011502313 |
| 2024-04-01 | 81.2303094759561 |
| 2024-05-01 | 79.4466156213109 |
| 2024-06-01 | 81.4804587275576 |
| 2024-07-01 | 80.3238067709568 |
| 2024-08-01 | 78.8528623592079 |
| 2024-09-01 | 82.5210214072208 |
| 2024-10-01 | 82.9388520774575 |
| 2024-11-01 | 83.1556522514985 |
| 2024-12-01 | 82.8469899575770 |
| 2025-01-01 | 85.5119661908452 |
| 2025-02-01 | 86.0675999308681 |
| 2025-03-01 | 85.7070597077901 |
| 2025-04-01 | 85.1866750582310 |
| 2025-05-01 | 84.7473744763029 |
| 2025-06-01 | 84.6736419999626 |
| 2025-07-01 | 84.5904042042581 |
| 2025-08-01 | 83.3062601770797 |
| 2025-09-01 | 81.3751843776384 |
| 2025-10-01 | 83.7650842364222 |
| 2025-11-01 | 83.9775173912093 |