NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310846561130001SA 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 2024-04-01 Last Updated: 2024-05-18 5:26 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06310846561130001). 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 49.473066890557100 1990-02-01 50.384951418279900 1990-03-01 50.132729740304605 1990-04-01 51.737292448805290 1990-05-01 51.934106680234000 1990-06-01 49.603771670082210 1990-07-01 45.748233685787795 1990-08-01 46.964401567445200 1990-09-01 48.295743871796894 1990-10-01 49.268093676310210 1990-11-01 49.328821197014506 1990-12-01 48.658509107124200 1991-01-01 47.500312945316200 1991-02-01 47.349006376653800 1991-03-01 46.401502834940700 1991-04-01 44.098565484939000 1991-05-01 42.922594101467900 1991-06-01 41.431185346361204 1991-07-01 40.446943226271100 1991-08-01 39.845642268078400 1991-09-01 38.486614753648404 1991-10-01 44.697592781615704 1991-11-01 42.598315718798794 1991-12-01 41.630308548696110 1992-01-01 35.851574006006500 1992-02-01 38.679484025660000 1992-03-01 37.899090875770700 1992-04-01 37.181078545974900 1992-05-01 35.907143405971800 1992-06-01 34.426052437753400 1992-07-01 33.146941793459000 1992-08-01 32.742971197544200 1992-09-01 37.565956274410300 1992-10-01 30.401632817574800 1992-11-01 30.555982046195396 1992-12-01 30.493967215727896 1993-01-01 31.439050879330000 1993-02-01 30.679905131109700 1993-03-01 30.725273094685500 1993-04-01 30.546364811165400 1993-05-01 31.072913496972200 1993-06-01 31.992867712444500 1993-07-01 32.141792863866100 1993-08-01 31.736422345168800 1993-09-01 32.106410927518304 1993-10-01 31.530450809418003 1993-11-01 31.756629214492502 1993-12-01 31.594387568142700 1994-01-01 32.081199776561700 1994-02-01 32.060215798882600 1994-03-01 32.443162976714300 1994-04-01 33.347217865061396 1994-05-01 33.707055184847306 1994-06-01 34.627159706915606 1994-07-01 33.902946479732000 1994-08-01 33.604407530764400 1994-09-01 33.527178472521000 1994-10-01 34.017863543190700 1994-11-01 34.004842802540800 1994-12-01 34.133407160650200 1995-01-01 35.854849172333700 1995-02-01 35.711391956270000 1995-03-01 35.640145147476100 1995-04-01 34.779009069093500 1995-05-01 35.727208163383700 1995-06-01 36.504214563225700 1995-07-01 37.222045956871900 1995-08-01 37.333798776851900 1995-09-01 37.939498518384795 1995-10-01 38.341458956205390 1995-11-01 38.458449044084700 1995-12-01 38.260715232829700 1996-01-01 36.623864450957605 1996-02-01 36.558746538344900 1996-03-01 37.118412067359900 1996-04-01 38.681801296666900 1996-05-01 39.686113937952210 1996-06-01 40.093644840666100 1996-07-01 42.973581928937800 1996-08-01 41.937480517287796 1996-09-01 42.377682694282200 1996-10-01 41.300128065507500 1996-11-01 41.382297438240400 1996-12-01 41.812350018306205 1997-01-01 41.486753819281100 1997-02-01 40.248008870088206 1997-03-01 39.910571284281900 1997-04-01 35.885527653478100 1997-05-01 36.865792433173700 1997-06-01 37.932042469654604 1997-07-01 37.856344372704200 1997-08-01 37.639190131148794 1997-09-01 36.522718665244604 1997-10-01 36.991194877867400 1997-11-01 37.239159451727900 1997-12-01 37.281876945836900 1998-01-01 41.471846358467396 1998-02-01 40.719190239541200 1998-03-01 40.168871808189294 1998-04-01 41.645611228414104 1998-05-01 42.183106313607400 1998-06-01 42.383845911631000 1998-07-01 41.733071847109706 1998-08-01 40.474326745709796 1998-09-01 42.229291303917705 1998-10-01 42.228539177642205 1998-11-01 42.428099241815500 1998-12-01 42.073708373229400 1999-01-01 42.240364589038700 1999-02-01 42.296922920928200 1999-03-01 42.837607849746000 1999-04-01 42.053748786854290 1999-05-01 41.931912775736500 1999-06-01 41.391097001840100 1999-07-01 42.303841056961105 1999-08-01 41.193419143936000 1999-09-01 43.598925777222900 1999-10-01 44.084271642983210 1999-11-01 44.478632097382494 1999-12-01 44.552523837514705 2000-01-01 44.448149807222800 2000-02-01 44.079180243800200 2000-03-01 44.302692677924100 2000-04-01 44.828301275688300 2000-05-01 45.199666842890500 2000-06-01 45.678575255276390 2000-07-01 45.243854684717796 2000-08-01 45.314551773449494 2000-09-01 45.401272224060110 2000-10-01 45.376007823618900 2000-11-01 45.311994115381005 2000-12-01 45.653119578269700 2001-01-01 45.360840600677900 2001-02-01 45.914731175399700 2001-03-01 46.526344446900000 2001-04-01 45.321436884914206 2001-05-01 45.647471865732700 2001-06-01 45.158822545229600 2001-07-01 44.674670891972200 2001-08-01 45.054918328930796 2001-09-01 45.314097293805200 2001-10-01 45.980403360924400 2001-11-01 45.877179420447995 2001-12-01 45.734558876507600 2002-01-01 45.458259615677800 2002-02-01 45.548061846967200 2002-03-01 45.827049023129206 2002-04-01 47.208492243219100 2002-05-01 47.829322361246700 2002-06-01 48.155528610773710 2002-07-01 49.479562477122400 2002-08-01 48.654817983669396 2002-09-01 49.193082017871400 2002-10-01 49.493905983042794 2002-11-01 50.048208162777100 2002-12-01 50.122908256009800 2003-01-01 49.580525844716206 2003-02-01 49.800855694551004 2003-03-01 49.790284418427800 2003-04-01 49.309176539102104 2003-05-01 48.860284993951105 2003-06-01 49.025307231201800 2003-07-01 49.655823457173500 2003-08-01 49.573441426271600 2003-09-01 49.168258960020890 2003-10-01 49.688762217803110 2003-11-01 49.691821596923894 2003-12-01 49.803898754725700 2004-01-01 47.918938029708390 2004-02-01 49.403500261841400 2004-03-01 49.469041075153290 2004-04-01 49.313672496232606 2004-05-01 49.243365437894894 2004-06-01 48.774410957005900 2004-07-01 48.954144321550500 2004-08-01 49.684732602168700 2004-09-01 51.360711308227394 2004-10-01 50.296411474822904 2004-11-01 50.141012824923100 2004-12-01 50.222991160134200 2005-01-01 50.584652410375604 2005-02-01 50.395308632584495 2005-03-01 50.096152154768895 2005-04-01 49.424654507457400 2005-05-01 49.728095035477295 2005-06-01 50.401355313675500 2005-07-01 50.027759847273906 2005-08-01 50.453550784480400 2005-09-01 51.330997283301200 2005-10-01 49.230140072094000 2005-11-01 49.211764895333790 2005-12-01 49.336530999452000 2006-01-01 49.304705284493890 2006-02-01 49.269756272495500 2006-03-01 49.119447537643500 2006-04-01 50.293290370863600 2006-05-01 50.960201567538300 2006-06-01 51.115772297344705 2006-07-01 50.620725435870504 2006-08-01 50.777074172090800 2006-09-01 51.053808545581205 2006-10-01 50.794996922645396 2006-11-01 50.847727859008710 2006-12-01 50.858591848079390 2007-01-01 51.630428436099500 2007-02-01 51.520492757819400 2007-03-01 51.170449243128004 2007-04-01 51.637188592064800 2007-05-01 50.899811967304400 2007-06-01 48.826940432892100 2007-07-01 50.267240286074200 2007-08-01 49.573621966438104 2007-09-01 50.848113392375900 2007-10-01 51.094837983269210 2007-11-01 51.261724605097290 2007-12-01 50.968943022310290 2008-01-01 50.949846996073700 2008-02-01 50.745929244724500 2008-03-01 50.795153826833200 2008-04-01 50.820627643225790 2008-05-01 50.839866899912800 2008-06-01 50.636675898671506 2008-07-01 50.747845162718704 2008-08-01 50.692160131420200 2008-09-01 50.231671104085210 2008-10-01 50.818477853004296 2008-11-01 50.940153817173300 2008-12-01 51.095608796413295 2009-01-01 51.973604322725000 2009-02-01 52.357720546586800 2009-03-01 52.942452365921710 2009-04-01 52.853156225217300 2009-05-01 53.154799316633200 2009-06-01 52.528091762626104 2009-07-01 56.434690313187000 2009-08-01 56.063516337505796 2009-09-01 56.838977042571110 2009-10-01 54.728337728519300 2009-11-01 54.596156230222400 2009-12-01 55.470812696897200 2010-01-01 54.159093584230400 2010-02-01 53.093538285468000 2010-03-01 54.817492520418400 2010-04-01 57.931943275205500 2010-05-01 56.524873275084200 2010-06-01 56.151128518545200 2010-07-01 53.687424100956500 2010-08-01 55.221227688474400 2010-09-01 55.818381427978900 2010-10-01 56.514883241274900 2010-11-01 56.871845539744704 2010-12-01 56.550762428845790 2011-01-01 57.140017070853700 2011-02-01 57.586895667574610 2011-03-01 57.813392549704800 2011-04-01 55.233247402815510 2011-05-01 55.069864309280300 2011-06-01 55.085492334803400 2011-07-01 54.529063122209394 2011-08-01 55.050437533570100 2011-09-01 55.261514634995300 2011-10-01 56.780633929863605 2011-11-01 57.337488707694400 2011-12-01 57.103783500051100 2012-01-01 56.471279574690506 2012-02-01 56.038913291093100 2012-03-01 56.304997221330990 2012-04-01 56.448539865952796 2012-05-01 57.261973423049710 2012-06-01 57.420540013203400 2012-07-01 57.946084363930105 2012-08-01 59.316557957583704 2012-09-01 57.450854311977800 2012-10-01 56.879032493404296 2012-11-01 56.692126122892700 2012-12-01 57.176037263453600 2013-01-01 57.673996317093700 2013-02-01 57.473112804133210 2013-03-01 57.782551094560496 2013-04-01 60.598523670320700 2013-05-01 59.599956564017404 2013-06-01 60.521069298970794 2013-07-01 61.111085271667300 2013-08-01 61.294270542297795 2013-09-01 60.518234653945505 2013-10-01 60.157221971504896 2013-11-01 60.046256834824200 2013-12-01 60.238839752886804 2014-01-01 60.839330158245495 2014-02-01 61.278460682833100 2014-03-01 61.428265192398100 2014-04-01 60.763702271400994 2014-05-01 61.011299880485000 2014-06-01 60.357605414265200 2014-07-01 60.500627458029700 2014-08-01 63.119111597788800 2014-09-01 62.799019811281500 2014-10-01 63.768412992557200 2014-11-01 63.450355700176600 2014-12-01 63.338358308731500 2015-01-01 62.432402102661506 2015-02-01 63.156501682088400 2015-03-01 62.790064619543100 2015-04-01 63.242268532380706 2015-05-01 63.847447821384500 2015-06-01 62.568014840319000 2015-07-01 63.426910026941300 2015-08-01 64.413257651824800 2015-09-01 64.712868906270800 2015-10-01 64.131668432720500 2015-11-01 65.269484549871700 2015-12-01 65.629235410166800 2016-01-01 66.456557834327600 2016-02-01 65.955400255099290 2016-03-01 66.648644690203200 2016-04-01 64.261170700741600 2016-05-01 65.161842176011200 2016-06-01 67.465246527466790 2016-07-01 66.500821468662100 2016-08-01 64.937561629635100 2016-09-01 64.759076507829400 2016-10-01 65.426759885276200 2016-11-01 65.558015651953400 2016-12-01 65.876468998353390 2017-01-01 67.423689246478800 2017-02-01 66.078990249368600 2017-03-01 66.232658324880290 2017-04-01 66.667461295170500 2017-05-01 67.750838563673500 2017-06-01 65.883052515941500 2017-07-01 68.016580667215100 2017-08-01 67.831233180754500 2017-09-01 69.186701771344100 2017-10-01 70.709444265095200 2017-11-01 70.666531314602300 2017-12-01 68.399183880044000 2018-01-01 75.260639049748900 2018-02-01 71.949225616108100 2018-03-01 71.721232527324090 2018-04-01 71.772757729361300 2018-05-01 71.421782531036500 2018-06-01 71.974334149316590 2018-07-01 71.234026595751590 2018-08-01 71.648749424109710 2018-09-01 70.999899964841590 2018-10-01 70.949943840982700 2018-11-01 70.768376572350800 2018-12-01 71.596842933010700 2019-01-01 70.003815389814100 2019-02-01 70.982236095178100 2019-03-01 70.658713759990200 2019-04-01 70.770977431015100 2019-05-01 70.444988328827800 2019-06-01 70.762163930441590 2019-07-01 69.639201616269290 2019-08-01 67.689341760882800 2019-09-01 71.802317966350000 2019-10-01 71.631814020000490 2019-11-01 71.887875511911590 2019-12-01 72.261326181723500 2020-01-01 70.030451809973100 2020-02-01 71.642365722017500 2020-03-01 70.903455229269000 2020-04-01 69.566746002248110 2020-05-01 68.929990752446700 2020-06-01 70.549246767078800 2020-07-01 67.570277488348990 2020-08-01 66.261524367084890 2020-09-01 64.409916020585500 2020-10-01 63.139269622644400 2020-11-01 63.045106272311294 2020-12-01 62.473740462756100 2021-01-01 63.918382775804500 2021-02-01 63.340970961144100 2021-03-01 63.458573901237000 2021-04-01 67.213725820249210 2021-05-01 71.587197921817700 2021-06-01 69.700354759446900 2021-07-01 69.764771054298300 2021-08-01 71.708793118260400 2021-09-01 69.547826720918890 2021-10-01 68.866785141563100 2021-11-01 68.478140574592000 2021-12-01 68.053751171515400 2022-01-01 68.524658682230800 2022-02-01 67.978893630305790 2022-03-01 68.067805781799410 2022-04-01 67.840300492514900 2022-05-01 67.351071259650100 2022-06-01 66.641005833208600 2022-07-01 67.667626154081600 2022-08-01 67.914424673818200 2022-09-01 68.281779339095000 2022-10-01 69.476256495995200 2022-11-01 69.696725021034400 2022-12-01 70.237115540494800 2023-01-01 69.214311279404710 2023-02-01 69.606338575585000 2023-03-01 69.240121198148900 2023-04-01 69.987802278720710 2023-05-01 70.572347704750600 2023-06-01 70.910118137319100 2023-07-01 71.150247148492100 2023-08-01 71.745676010265500 2023-09-01 72.306925244394500 2023-10-01 72.434216967876800 2023-11-01 72.826390045523700 2023-12-01 73.012258275444600 2024-01-01 75.091702891419790 2024-02-01 74.307395926772000 2024-03-01 74.758988208733200 2024-04-01 74.402771007099000