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 Educational Services in San Diego-Carlsbad, CA (MSA) Series ID: SMU06417406561000001SA 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 5:23 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/SMU06417406561000001). 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 11.127561474956200 1990-02-01 11.186122465072598 1990-03-01 11.253211658470600 1990-04-01 11.224328641708802 1990-05-01 11.157385748443199 1990-06-01 11.004391960965400 1990-07-01 11.439758953253200 1990-08-01 11.460718768588600 1990-09-01 11.466068131070301 1990-10-01 10.701676656967301 1990-11-01 11.197946160663500 1990-12-01 11.120125500299402 1991-01-01 10.910203399770400 1991-02-01 11.204115906741800 1991-03-01 11.264331036633100 1991-04-01 11.428592521193199 1991-05-01 11.646956615221200 1991-06-01 11.282854772569700 1991-07-01 11.320483484671600 1991-08-01 11.342230165080500 1991-09-01 11.489674774651599 1991-10-01 11.377221301261300 1991-11-01 11.581136740293300 1991-12-01 11.409787090831802 1992-01-01 11.921895236707401 1992-02-01 12.106190734424699 1992-03-01 12.069810713261399 1992-04-01 12.021972655134899 1992-05-01 12.121383624835300 1992-06-01 12.673379507535100 1992-07-01 11.967169001591900 1992-08-01 11.882084467755899 1992-09-01 12.333678847779500 1992-10-01 12.435293400046199 1992-11-01 12.635185354189698 1992-12-01 12.569653346762701 1993-01-01 12.316326932351599 1993-02-01 12.210493281183501 1993-03-01 12.185078809848001 1993-04-01 12.145683948276200 1993-05-01 12.205614273796598 1993-06-01 12.415582094285100 1993-07-01 12.624100725021801 1993-08-01 12.765291900417900 1993-09-01 12.185354138878400 1993-10-01 12.210353555231700 1993-11-01 12.057703899627800 1993-12-01 12.166147901288099 1994-01-01 12.413427132936300 1994-02-01 12.207445367160302 1994-03-01 12.394793446323199 1994-04-01 12.451820597289600 1994-05-01 12.484193325991301 1994-06-01 12.686893735903900 1994-07-01 12.632059706606300 1994-08-01 12.679581141483700 1994-09-01 12.447523636584199 1994-10-01 12.448990035690699 1994-11-01 12.653135622314000 1994-12-01 12.650878808846800 1995-01-01 12.706751217009199 1995-02-01 12.779460669140600 1995-03-01 12.772696435759801 1995-04-01 13.130759004078099 1995-05-01 13.343495366945300 1995-06-01 13.506961136254500 1995-07-01 13.506675650158500 1995-08-01 13.808061223740600 1995-09-01 14.132189431763000 1995-10-01 13.936961436991698 1995-11-01 13.913983189551300 1995-12-01 13.903312843597900 1996-01-01 13.732105604376098 1996-02-01 14.029529116342900 1996-03-01 13.925839195083300 1996-04-01 13.694465070662500 1996-05-01 13.715427862403601 1996-06-01 13.847515374808900 1996-07-01 13.948291236131999 1996-08-01 13.952461957948000 1996-09-01 14.391357685923600 1996-10-01 14.549011572858100 1996-11-01 14.693692787429500 1996-12-01 14.373163432791300 1997-01-01 15.276451135773900 1997-02-01 15.282387645380400 1997-03-01 15.251189493417199 1997-04-01 15.429276786186000 1997-05-01 15.348762923603699 1997-06-01 15.237670213428800 1997-07-01 15.357817956077499 1997-08-01 15.412146527404198 1997-09-01 15.466726723188000 1997-10-01 15.829757148573000 1997-11-01 15.728978854921000 1997-12-01 15.898889387104001 1998-01-01 16.427507702860200 1998-02-01 16.278305234162800 1998-03-01 16.570980485840500 1998-04-01 17.561931276281300 1998-05-01 17.085949894893600 1998-06-01 16.919536635360400 1998-07-01 17.939680338743700 1998-08-01 16.854623689098500 1998-09-01 16.443065876175698 1998-10-01 16.637571060811700 1998-11-01 17.439954500624403 1998-12-01 17.047377126329500 1999-01-01 16.735733391331900 1999-02-01 17.027526777031000 1999-03-01 16.912876886825700 1999-04-01 17.010780385204200 1999-05-01 16.965222697407000 1999-06-01 16.792215700842600 1999-07-01 17.721426623480500 1999-08-01 17.829042253632300 1999-09-01 20.504569860258800 1999-10-01 18.457349851215398 1999-11-01 18.294744395852000 1999-12-01 18.304558094458700 2000-01-01 17.748173475941602 2000-02-01 18.166523687401000 2000-03-01 18.122487818171603 2000-04-01 18.091315080973498 2000-05-01 18.213664951842002 2000-06-01 18.061519359047600 2000-07-01 18.405684930230700 2000-08-01 18.441632729215100 2000-09-01 18.269048005205600 2000-10-01 18.605886760955200 2000-11-01 18.498156599038000 2000-12-01 18.318925537222400 2001-01-01 16.360146663299900 2001-02-01 16.558400534433600 2001-03-01 16.933579198929902 2001-04-01 16.925960868031900 2001-05-01 17.140821094832500 2001-06-01 17.254667886936800 2001-07-01 17.385480549078800 2001-08-01 17.282984394862900 2001-09-01 17.673336791036302 2001-10-01 17.728012306024500 2001-11-01 17.857154148661397 2001-12-01 17.959158724436800 2002-01-01 17.791614800296400 2002-02-01 18.402293897657800 2002-03-01 17.693091865546602 2002-04-01 17.364946137137700 2002-05-01 17.440509442690598 2002-06-01 17.371227781778000 2002-07-01 17.022231121653000 2002-08-01 16.898554912732700 2002-09-01 16.960117166400900 2002-10-01 16.753284194859400 2002-11-01 16.726231344784300 2002-12-01 16.809996037007100 2003-01-01 17.862157451519398 2003-02-01 17.501160467101098 2003-03-01 17.532487132050000 2003-04-01 19.149046057864602 2003-05-01 19.199208928951800 2003-06-01 19.215805452859602 2003-07-01 19.145502384521100 2003-08-01 19.550718935548698 2003-09-01 19.213534173912198 2003-10-01 19.353791923894697 2003-11-01 19.532295152002803 2003-12-01 20.128319471988200 2004-01-01 19.864934851474500 2004-02-01 19.375970186955700 2004-03-01 19.790927051464898 2004-04-01 20.178898828712200 2004-05-01 20.013647599951600 2004-06-01 20.178583001846600 2004-07-01 20.146169981586198 2004-08-01 20.435521385239600 2004-09-01 20.298705480606700 2004-10-01 20.692460937477400 2004-11-01 20.684898206075500 2004-12-01 20.900806580731400 2005-01-01 21.086504875573002 2005-02-01 20.850416897171700 2005-03-01 20.919281958545600 2005-04-01 21.250407755120400 2005-05-01 21.131257794644000 2005-06-01 21.276244344831500 2005-07-01 21.208834180580002 2005-08-01 21.073110211772000 2005-09-01 21.800064482034397 2005-10-01 20.736154391642998 2005-11-01 21.451044760884700 2005-12-01 21.299269777874300 2006-01-01 21.261251290794302 2006-02-01 21.177816022854700 2006-03-01 21.249688083709500 2006-04-01 21.289506360052000 2006-05-01 21.351799666960400 2006-06-01 21.481054327929200 2006-07-01 21.717307025991698 2006-08-01 21.421085083476200 2006-09-01 21.674952784601900 2006-10-01 21.366362916705700 2006-11-01 21.363669594568602 2006-12-01 21.196653563999200 2007-01-01 21.258205840579800 2007-02-01 21.220222637165100 2007-03-01 21.737122286939100 2007-04-01 21.663520912101102 2007-05-01 21.959189063186898 2007-06-01 20.879421577602700 2007-07-01 22.094675895529300 2007-08-01 22.526876404218303 2007-09-01 22.820629245918300 2007-10-01 22.789173294126000 2007-11-01 22.865637372358602 2007-12-01 23.179800305435000 2008-01-01 23.147630761948300 2008-02-01 23.983280497137297 2008-03-01 23.227317066340500 2008-04-01 23.579494813811700 2008-05-01 23.811446164656600 2008-06-01 23.314909420048600 2008-07-01 25.320537076098900 2008-08-01 25.352832642810696 2008-09-01 25.237735553057900 2008-10-01 25.692443309912800 2008-11-01 26.039635844458900 2008-12-01 26.061726166534800 2009-01-01 26.137485684208198 2009-02-01 26.394947626266000 2009-03-01 26.347910145479002 2009-04-01 26.742835821969300 2009-05-01 26.718173480139498 2009-06-01 26.642014984622303 2009-07-01 26.469509241374503 2009-08-01 26.474376409430498 2009-09-01 26.753174791090200 2009-10-01 27.109044841106200 2009-11-01 27.398880584325700 2009-12-01 28.038407774070603 2010-01-01 25.549056449220900 2010-02-01 25.899324499110698 2010-03-01 25.702569704764900 2010-04-01 25.057618934835702 2010-05-01 25.184300787320700 2010-06-01 25.319507382088197 2010-07-01 25.457038644512600 2010-08-01 25.425567984328800 2010-09-01 25.230846559206200 2010-10-01 25.350152387746395 2010-11-01 25.429347100020298 2010-12-01 25.707648143232700 2011-01-01 26.608206118247104 2011-02-01 27.245560602996804 2011-03-01 27.406843833167200 2011-04-01 26.551645067498196 2011-05-01 26.540790116603500 2011-06-01 26.894294687857105 2011-07-01 27.248310870088700 2011-08-01 27.372527622299900 2011-09-01 27.474999212536200 2011-10-01 27.014922980960804 2011-11-01 27.723774089813197 2011-12-01 27.512783207609000 2012-01-01 27.296107096774396 2012-02-01 27.590624160114200 2012-03-01 27.412001029728300 2012-04-01 29.630492967238500 2012-05-01 29.922762439550098 2012-06-01 29.868927514406700 2012-07-01 29.602405897656002 2012-08-01 29.672019236428103 2012-09-01 29.555993206032300 2012-10-01 29.544601328206802 2012-11-01 29.390148737950000 2012-12-01 29.365119230573000 2013-01-01 29.834893877674500 2013-02-01 29.403678440773900 2013-03-01 30.099081072724200 2013-04-01 30.306374808866700 2013-05-01 30.059218606341897 2013-06-01 29.508259829749900 2013-07-01 29.686330735807400 2013-08-01 29.388474259604397 2013-09-01 29.269001617829400 2013-10-01 29.241293677117400 2013-11-01 28.885492343692498 2013-12-01 28.692207032556500 2014-01-01 28.602030783651600 2014-02-01 28.628759757814997 2014-03-01 28.953190986209997 2014-04-01 30.897261375614700 2014-05-01 30.071253419477600 2014-06-01 30.072521362312898 2014-07-01 29.252376191061696 2014-08-01 29.188150876250200 2014-09-01 30.245948408286498 2014-10-01 30.129582250486898 2014-11-01 30.228781066773500 2014-12-01 30.239653055352600 2015-01-01 29.839288500261100 2015-02-01 29.081477459526200 2015-03-01 29.529224191550700 2015-04-01 29.447833376311998 2015-05-01 29.091109230606900 2015-06-01 29.360365660032002 2015-07-01 29.139692526984803 2015-08-01 29.024290101287605 2015-09-01 29.529855660645598 2015-10-01 29.566834280230303 2015-11-01 29.741322249118100 2015-12-01 29.805594184086400 2016-01-01 29.667974302310800 2016-02-01 30.098888904530500 2016-03-01 29.668199661299802 2016-04-01 29.751055858612500 2016-05-01 29.714838378219800 2016-06-01 29.686882154734203 2016-07-01 30.112463999550800 2016-08-01 29.673861352587900 2016-09-01 29.763137785934898 2016-10-01 29.584213899719895 2016-11-01 29.643355518990300 2016-12-01 29.589140136525696 2017-01-01 29.592324597007103 2017-02-01 29.719869381843700 2017-03-01 29.494122297349700 2017-04-01 29.381060009909100 2017-05-01 29.757175397676700 2017-06-01 30.042243000465398 2017-07-01 29.570653108648200 2017-08-01 29.964776329741103 2017-09-01 29.181559925214200 2017-10-01 29.579931885962300 2017-11-01 29.559482795411600 2017-12-01 29.738598988155303 2018-01-01 29.621886933363600 2018-02-01 29.284567336263798 2018-03-01 29.573832303188200 2018-04-01 29.375111209123800 2018-05-01 29.157233919239200 2018-06-01 29.076474853193197 2018-07-01 29.259598508969198 2018-08-01 29.524135320810300 2018-09-01 29.101030863268498 2018-10-01 29.380738918783997 2018-11-01 29.304862370505000 2018-12-01 29.324524523465602 2019-01-01 29.774386660962700 2019-02-01 29.644962238461800 2019-03-01 29.829750192100896 2019-04-01 29.942037173408398 2019-05-01 29.963898502900700 2019-06-01 30.015569075401600 2019-07-01 30.249144916979700 2019-08-01 30.162338398306602 2019-09-01 30.019273684493605 2019-10-01 30.668054878507398 2019-11-01 30.912328483211700 2019-12-01 31.106059842608700 2020-01-01 30.954454262318396 2020-02-01 31.190473479990000 2020-03-01 30.963431882472800 2020-04-01 26.018779178331197 2020-05-01 25.717896895770103 2020-06-01 25.993942061264896 2020-07-01 26.157142698971200 2020-08-01 26.558048843055100 2020-09-01 26.691872683294896 2020-10-01 27.070200738325802 2020-11-01 27.144893288425898 2020-12-01 26.943715969204500 2021-01-01 24.236248690971200 2021-02-01 24.607765643513797 2021-03-01 25.134803884562803 2021-04-01 25.476737346364605 2021-05-01 25.861476775978400 2021-06-01 26.419656874634600 2021-07-01 26.479848331813300 2021-08-01 26.758467249875196 2021-09-01 27.047994149478000 2021-10-01 27.304282083531900 2021-11-01 27.668125817129603 2021-12-01 28.034429808712897 2022-01-01 28.955765833251600 2022-02-01 29.282452861033000 2022-03-01 29.412781822741604 2022-04-01 29.286708137946700 2022-05-01 29.482078956424900 2022-06-01 28.841247681278800 2022-07-01 29.394918842780800 2022-08-01 29.912483044930898 2022-09-01 30.072706950212304 2022-10-01 29.038888073850003 2022-11-01 28.989788974250803 2022-12-01 28.885685280259700 2023-01-01 28.641987591636894 2023-02-01 28.591341883124300 2023-03-01 28.541776168698600 2023-04-01 28.188907136060198 2023-05-01 28.938987798325800 2023-06-01 28.756543903129696 2023-07-01 29.066153288076000 2023-08-01 29.178133434086200 2023-09-01 29.428369422698600 2023-10-01 29.468409744959100 2023-11-01 29.604205886121502 2023-12-01 30.032765124675198 2024-01-01 29.933774593688500 2024-02-01 29.969543367132000 2024-03-01 30.005614115526900 2024-04-01 30.062093990637496