Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310846561000001SA
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 5:56 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 86.790926951728890
1990-02-01 87.116638926349510
1990-03-01 86.817983615538300
1990-04-01 88.545941190637400
1990-05-01 89.050071518105510
1990-06-01 86.688777663004910
1990-07-01 80.656369507277400
1990-08-01 83.816496137879200
1990-09-01 84.001425316479410
1990-10-01 83.988341460211590
1990-11-01 82.903069778668000
1990-12-01 83.505545475302000
1991-01-01 79.621856865865000
1991-02-01 78.532050148409910
1991-03-01 77.593822651317000
1991-04-01 75.299694715340010
1991-05-01 74.208526426004000
1991-06-01 71.768938057644700
1991-07-01 74.072705063436910
1991-08-01 74.175274048819400
1991-09-01 72.707686483163600
1991-10-01 76.451937534186910
1991-11-01 73.298729681760900
1991-12-01 73.153851454268800
1992-01-01 69.298512375282300
1992-02-01 71.198127558200800
1992-03-01 70.544500815220910
1992-04-01 68.885411278256900
1992-05-01 67.536769224410200
1992-06-01 65.434574253222890
1992-07-01 63.892886146965104
1992-08-01 63.696800713462800
1992-09-01 68.714800973165210
1992-10-01 61.167359298803400
1992-11-01 60.674207087284790
1992-12-01 60.919821512830104
1993-01-01 62.729668080382500
1993-02-01 61.035090748076290
1993-03-01 60.956131763252294
1993-04-01 61.107286597891395
1993-05-01 61.249355234912100
1993-06-01 61.469900834415796
1993-07-01 62.604152479403000
1993-08-01 61.933080736620700
1993-09-01 62.580824335542005
1993-10-01 61.840230799949000
1993-11-01 61.724597075261094
1993-12-01 61.914056274026700
1994-01-01 63.126069909395700
1994-02-01 62.270651194129600
1994-03-01 62.971919842626400
1994-04-01 63.838258343911290
1994-05-01 64.015907968867000
1994-06-01 65.115550567518300
1994-07-01 64.453158368911500
1994-08-01 64.594961159684500
1994-09-01 64.174965039396900
1994-10-01 64.201345663276200
1994-11-01 64.495990677002710
1994-12-01 64.854022348663300
1995-01-01 67.262009357820800
1995-02-01 67.087096509155500
1995-03-01 66.896381907982400
1995-04-01 66.485244025489510
1995-05-01 67.061896845230400
1995-06-01 67.129666993827710
1995-07-01 68.001138704163200
1995-08-01 68.016710932088100
1995-09-01 68.785408059869300
1995-10-01 69.789860579518600
1995-11-01 70.323275547920600
1995-12-01 70.785035358962000
1996-01-01 67.518145205669000
1996-02-01 68.142243626124500
1996-03-01 68.317819218610600
1996-04-01 69.981721759000700
1996-05-01 71.440434189799790
1996-06-01 72.039623478508900
1996-07-01 75.894986881978600
1996-08-01 75.042837388130510
1996-09-01 75.125575866825090
1996-10-01 73.784915436664000
1996-11-01 74.020155419193800
1996-12-01 74.127984599804300
1997-01-01 75.298847821903800
1997-02-01 76.314135246315300
1997-03-01 76.454587221224400
1997-04-01 69.879496491587000
1997-05-01 69.992073005035400
1997-06-01 71.292555422211590
1997-07-01 71.387929913519100
1997-08-01 71.358243198121500
1997-09-01 70.848839619669500
1997-10-01 72.309190244492410
1997-11-01 72.622566296613900
1997-12-01 73.484852851670000
1998-01-01 74.128902792413900
1998-02-01 73.948868126001300
1998-03-01 72.835637668605700
1998-04-01 77.001544198635200
1998-05-01 77.505497909115000
1998-06-01 78.282313773213600
1998-07-01 77.774010003487300
1998-08-01 76.350704659475700
1998-09-01 79.050245934545910
1998-10-01 79.471565863282210
1998-11-01 79.947444250504900
1998-12-01 80.089300244281200
1999-01-01 79.282594547344090
1999-02-01 79.785432682224910
1999-03-01 80.211330974628000
1999-04-01 78.630416222405000
1999-05-01 78.363381042334910
1999-06-01 78.905434770627600
1999-07-01 80.116873704084600
1999-08-01 78.731584324113900
1999-09-01 82.322402522987500
1999-10-01 82.712473950474590
1999-11-01 83.435805836580200
1999-12-01 83.594424708931300
2000-01-01 85.871791578558290
2000-02-01 86.042009625474900
2000-03-01 86.205215895318800
2000-04-01 86.787298566219190
2000-05-01 87.127000643793200
2000-06-01 85.938949219766710
2000-07-01 85.981185419120700
2000-08-01 86.109257014757720
2000-09-01 86.219864408211410
2000-10-01 86.072016369807800
2000-11-01 86.120051978215780
2000-12-01 86.759979599381910
2001-01-01 86.825022541215300
2001-02-01 87.533184410863710
2001-03-01 88.018045188405400
2001-04-01 87.476516065688500
2001-05-01 87.846490148755100
2001-06-01 88.230252279758200
2001-07-01 88.318592936501690
2001-08-01 88.953700242447580
2001-09-01 89.192413202164700
2001-10-01 90.524980803990500
2001-11-01 90.735531454380490
2001-12-01 90.891317524873600
2002-01-01 89.599089202392110
2002-02-01 89.970298012057800
2002-03-01 90.028807071995090
2002-04-01 92.198410677449590
2002-05-01 93.090195068146100
2002-06-01 93.574212538877600
2002-07-01 94.506243335834700
2002-08-01 93.947423856105290
2002-09-01 94.784661163251300
2002-10-01 95.014240445604300
2002-11-01 95.532025981302000
2002-12-01 95.466068162581700
2003-01-01 94.865496684072710
2003-02-01 95.089983881149510
2003-03-01 94.947436575735800
2003-04-01 94.386406977577310
2003-05-01 93.872393109133000
2003-06-01 94.568324388082000
2003-07-01 95.011818719226710
2003-08-01 95.285967101226600
2003-09-01 94.306068029959090
2003-10-01 95.230240354084300
2003-11-01 95.318916576696100
2003-12-01 95.604812074101500
2004-01-01 93.775394685521700
2004-02-01 95.267701237188700
2004-03-01 95.769613781333690
2004-04-01 94.953679857439900
2004-05-01 94.855820884277210
2004-06-01 94.981843458830080
2004-07-01 94.929581021080400
2004-08-01 95.923019612561800
2004-09-01 96.701557299980690
2004-10-01 96.680308433424590
2004-11-01 96.665718366170710
2004-12-01 96.800200436448290
2005-01-01 97.257612826425090
2005-02-01 97.260394974847420
2005-03-01 96.908464519361200
2005-04-01 97.552444321323790
2005-05-01 97.709646684715710
2005-06-01 98.744232160961700
2005-07-01 96.789679957749000
2005-08-01 97.856041587579210
2005-09-01 98.497963337006710
2005-10-01 97.448375875964910
2005-11-01 97.491314843220900
2005-12-01 97.522966167331400
2006-01-01 97.896279323706790
2006-02-01 97.673464746505420
2006-03-01 97.683863309249900
2006-04-01 98.849221490122420
2006-05-01 99.576005725531790
2006-06-01 100.423056520503990
2006-07-01 99.540230360698200
2006-08-01 100.299329328750000
2006-09-01 100.242711376621000
2006-10-01 100.437993243000000
2006-11-01 100.581899165822000
2006-12-01 100.994461567744010
2007-01-01 101.804222283729000
2007-02-01 102.164536682061000
2007-03-01 102.110064424937000
2007-04-01 102.966285027782000
2007-05-01 102.804443260316000
2007-06-01 101.771663743311010
2007-07-01 102.946961875271000
2007-08-01 102.624429712836000
2007-09-01 103.696589975811010
2007-10-01 104.029358692158000
2007-11-01 104.575245403928000
2007-12-01 104.503244865625000
2008-01-01 104.460078420160000
2008-02-01 104.520002458936000
2008-03-01 104.606350909387000
2008-04-01 104.322456189769000
2008-05-01 104.151420751525000
2008-06-01 104.537094558218000
2008-07-01 105.260949474353010
2008-08-01 105.576188443866000
2008-09-01 105.496658403476000
2008-10-01 106.298296273705000
2008-11-01 106.413138198532010
2008-12-01 107.248014930168990
2009-01-01 107.639871903127000
2009-02-01 107.893360027250990
2009-03-01 108.757557856674990
2009-04-01 108.636475397276000
2009-05-01 109.212438788230000
2009-06-01 108.957038770818000
2009-07-01 111.874820833663010
2009-08-01 111.394578748116000
2009-09-01 112.316640697428000
2009-10-01 111.296042348455000
2009-11-01 111.041420719780000
2009-12-01 112.617097485023990
2010-01-01 109.764778674917000
2010-02-01 108.178905989812000
2010-03-01 110.287445613134990
2010-04-01 113.106805094319000
2010-05-01 111.708710233889010
2010-06-01 111.595433026888000
2010-07-01 108.774711191597000
2010-08-01 110.687288201877000
2010-09-01 111.388419870366010
2010-10-01 112.229136975452010
2010-11-01 112.968409167325000
2010-12-01 113.234009785970000
2011-01-01 114.883893803037000
2011-02-01 115.405546912240010
2011-03-01 115.939904867341000
2011-04-01 113.573404913660000
2011-05-01 112.887483587187000
2011-06-01 112.921835371353000
2011-07-01 111.651130173402990
2011-08-01 112.516553966425000
2011-09-01 112.737826200668000
2011-10-01 113.618913246150000
2011-11-01 114.422566005548000
2011-12-01 114.534759115097000
2012-01-01 112.899754805615000
2012-02-01 112.579626252759000
2012-03-01 113.411656815592990
2012-04-01 113.707992505270000
2012-05-01 114.153329752549000
2012-06-01 114.611585662260000
2012-07-01 114.344480519476000
2012-08-01 116.247012270154000
2012-09-01 113.593905923383000
2012-10-01 113.780105909361990
2012-11-01 113.408799029541000
2012-12-01 113.998251887236010
2013-01-01 115.052576267240010
2013-02-01 115.279718382927000
2013-03-01 115.373942800098990
2013-04-01 119.327199435955010
2013-05-01 117.600821796826000
2013-06-01 117.656618238894000
2013-07-01 118.778967312444000
2013-08-01 119.292399002179000
2013-09-01 118.373118168234000
2013-10-01 117.392170805329000
2013-11-01 117.111765110683990
2013-12-01 117.232527302019010
2014-01-01 117.947186414318010
2014-02-01 118.234914209469000
2014-03-01 118.309554937400000
2014-04-01 117.970881900987000
2014-05-01 118.017927164437010
2014-06-01 117.075351357789000
2014-07-01 116.334086280511000
2014-08-01 120.288573422059000
2014-09-01 119.540318849174000
2014-10-01 120.180656286268000
2014-11-01 119.789833847976000
2014-12-01 119.303333780230000
2015-01-01 117.922069975298000
2015-02-01 118.909941600676000
2015-03-01 118.514348361693000
2015-04-01 119.302278541821990
2015-05-01 119.277238918621010
2015-06-01 117.625504778188000
2015-07-01 119.158770041438000
2015-08-01 120.128280969649000
2015-09-01 120.498105910615010
2015-10-01 120.332410154491000
2015-11-01 121.456984412615000
2015-12-01 121.961949941270000
2016-01-01 122.423051641200000
2016-02-01 122.203630234662000
2016-03-01 122.763312037560000
2016-04-01 121.078663966357000
2016-05-01 121.523593689873010
2016-06-01 123.187486119113000
2016-07-01 122.519284807394020
2016-08-01 121.536066591509000
2016-09-01 120.773474989062990
2016-10-01 121.478119440041010
2016-11-01 121.952568025387990
2016-12-01 121.936600357471010
2017-01-01 122.568987014185010
2017-02-01 122.463064459850000
2017-03-01 123.073014393778990
2017-04-01 124.039223864375000
2017-05-01 125.201070821156010
2017-06-01 123.919632942931000
2017-07-01 126.134793257098010
2017-08-01 126.045067629641000
2017-09-01 128.074770718353000
2017-10-01 129.586186262010980
2017-11-01 129.793326421777000
2017-12-01 127.588422618603000
2018-01-01 132.375743646350000
2018-02-01 130.960722326647000
2018-03-01 130.963664263235000
2018-04-01 131.018014962696000
2018-05-01 130.610196284908000
2018-06-01 132.018901336548000
2018-07-01 130.719135056666000
2018-08-01 131.826731538340000
2018-09-01 131.313498876152000
2018-10-01 131.092079741067000
2018-11-01 131.164818347585000
2018-12-01 132.222195281672010
2019-01-01 129.879243590892000
2019-02-01 133.033389164142000
2019-03-01 133.504017761758000
2019-04-01 133.112613202921000
2019-05-01 132.422315744974980
2019-06-01 132.842232517343000
2019-07-01 132.524248824318020
2019-08-01 130.695640034037980
2019-09-01 135.045492545382980
2019-10-01 134.819207079822000
2019-11-01 135.165730988383020
2019-12-01 135.810570508997980
2020-01-01 132.820237515594020
2020-02-01 136.226686694232000
2020-03-01 135.217670998157980
2020-04-01 119.734988974140000
2020-05-01 120.743851992693990
2020-06-01 124.233483485411000
2020-07-01 119.846900728456000
2020-08-01 119.222762143069000
2020-09-01 117.870675493761000
2020-10-01 116.549296346696000
2020-11-01 116.940307593012010
2020-12-01 116.917668550316010
2021-01-01 118.007725587006000
2021-02-01 118.397299809049000
2021-03-01 120.394656910149990
2021-04-01 122.669132614106000
2021-05-01 127.599658032949010
2021-06-01 126.670032374421000
2021-07-01 128.048729268301000
2021-08-01 129.575655966948000
2021-09-01 127.709389061293000
2021-10-01 128.439442858094000
2021-11-01 128.537070656213000
2021-12-01 128.262355741443000
2022-01-01 128.996746162078000
2022-02-01 128.676487119454000
2022-03-01 129.474162355800000
2022-04-01 128.801892532049000
2022-05-01 128.812609672689000
2022-06-01 128.881725587059000
2022-07-01 130.008065915638000
2022-08-01 131.593112586207000
2022-09-01 132.845915801124000
2022-10-01 134.130006694613000
2022-11-01 134.944489628951000
2022-12-01 135.884205046914020
2023-01-01 134.939579992649980
2023-02-01 136.233521507030000
2023-03-01 135.993228679326000
2023-04-01 136.823222129260020
2023-05-01 139.753767628471000
2023-06-01 138.788421413843000
2023-07-01 139.294024728648000
2023-08-01 140.012831205566020
2023-09-01 142.213935858962000
2023-10-01 142.652840343824000
2023-11-01 143.286239834298000
2023-12-01 143.922950912106980
2024-01-01 146.139672992332000
2024-02-01 145.659164942490000
2024-03-01 146.692525520176000
2024-04-01 147.118462741336000
2024-05-01 146.057207544186000
2024-06-01 146.256299917786000
2024-07-01 154.184969680969000
2024-08-01 146.366919629336000
2024-09-01 145.818256206300000
2024-10-01 146.525556915187000

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