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 2024-08-01
Last Updated 2024-09-21 6:02 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. 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 86.791061864541490
1990-02-01 87.116534938083200
1990-03-01 86.817812435157210
1990-04-01 88.545721466425990
1990-05-01 89.049987461141800
1990-06-01 86.688526184141200
1990-07-01 80.656022174851900
1990-08-01 83.816318323190800
1990-09-01 84.003214704068800
1990-10-01 83.988164401952090
1990-11-01 82.902924953382990
1990-12-01 83.505227298608590
1991-01-01 79.622114781009400
1991-02-01 78.531911419897300
1991-03-01 77.593641776323500
1991-04-01 75.299482003360210
1991-05-01 74.208401982480400
1991-06-01 71.768697648733510
1991-07-01 74.072384081940100
1991-08-01 74.175045685321900
1991-09-01 72.709599005883900
1991-10-01 76.451684770148590
1991-11-01 73.298511354461200
1991-12-01 73.153534318271410
1992-01-01 69.298870593990300
1992-02-01 71.197937482286700
1992-03-01 70.544315780955420
1992-04-01 68.885232433707100
1992-05-01 67.536632439197700
1992-06-01 65.434376740118300
1992-07-01 63.892633510743890
1992-08-01 63.696563894547396
1992-09-01 68.716546885098200
1992-10-01 61.167069312218100
1992-11-01 60.673946329137100
1992-12-01 60.919545173780300
1993-01-01 62.730138706334200
1993-02-01 61.034907035039610
1993-03-01 60.955979987611705
1993-04-01 61.107151386410210
1993-05-01 61.249197320381100
1993-06-01 61.469722275118200
1993-07-01 62.603977158485700
1993-08-01 61.932917365818400
1993-09-01 62.581888773388800
1993-10-01 61.840095247768600
1993-11-01 61.724555580610400
1993-12-01 61.913801781495400
1994-01-01 63.126354961200896
1994-02-01 62.270653715429600
1994-03-01 62.972242874036000
1994-04-01 63.838099522105210
1994-05-01 64.015615836163110
1994-06-01 65.115185833718400
1994-07-01 64.452904085747200
1994-08-01 64.594947164350100
1994-09-01 64.175166562117000
1994-10-01 64.201246496433300
1994-11-01 64.496148767203510
1994-12-01 64.853836568344010
1995-01-01 67.262382147728200
1995-02-01 67.087853687122700
1995-03-01 66.898121763761100
1995-04-01 66.484133121517100
1995-05-01 67.060916484416510
1995-06-01 67.128834542151610
1995-07-01 68.000686169656000
1995-08-01 68.016814911789600
1995-09-01 68.785103231427400
1995-10-01 69.789851475672110
1995-11-01 70.323695453518000
1995-12-01 70.784981200149700
1996-01-01 67.518578757705100
1996-02-01 68.143846515422200
1996-03-01 68.321310472597400
1996-04-01 69.979079895103910
1996-05-01 71.438827990780100
1996-06-01 72.038354191860400
1996-07-01 75.894313575325910
1996-08-01 75.043084514928800
1996-09-01 75.125120650273900
1996-10-01 73.784790039564500
1996-11-01 74.020482112580300
1996-12-01 74.128178713842300
1997-01-01 75.299624479643000
1997-02-01 76.316170605422910
1997-03-01 76.459960519598300
1997-04-01 69.875208874539500
1997-05-01 69.989917438273110
1997-06-01 71.291075046749300
1997-07-01 71.387157227610800
1997-08-01 71.358437218511200
1997-09-01 70.848603810644200
1997-10-01 72.309242910179100
1997-11-01 72.622904325346700
1997-12-01 73.485182476612700
1998-01-01 74.129595357351200
1998-02-01 73.950253093750800
1998-03-01 72.841024445516080
1998-04-01 76.997434540408400
1998-05-01 77.503840175649600
1998-06-01 78.281094095491100
1998-07-01 77.773270833688200
1998-08-01 76.350811094555710
1998-09-01 79.050093579977700
1998-10-01 79.471619477837900
1998-11-01 79.947611680136300
1998-12-01 80.089559592156090
1999-01-01 79.283047503388090
1999-02-01 79.785892498556900
1999-03-01 80.216009207872200
1999-04-01 78.627656686388400
1999-05-01 78.362192775537900
1999-06-01 78.904539170263700
1999-07-01 80.116273538233910
1999-08-01 78.731503783850300
1999-09-01 82.322369475732500
1999-10-01 82.712598834247700
1999-11-01 83.435900406655000
1999-12-01 83.594515013257300
2000-01-01 85.872026308221790
2000-02-01 86.041948242319790
2000-03-01 86.207763003570290
2000-04-01 86.786285145021920
2000-05-01 87.126550559516900
2000-06-01 85.938490518097990
2000-07-01 85.980802524117690
2000-08-01 86.109133726361400
2000-09-01 86.219774703351500
2000-10-01 86.072032264227790
2000-11-01 86.120001785605800
2000-12-01 86.759938247130400
2001-01-01 86.825144591622090
2001-02-01 87.533109911722100
2001-03-01 88.019362031413590
2001-04-01 87.476317176848700
2001-05-01 87.846253178082600
2001-06-01 88.230018835415890
2001-07-01 88.318395036638000
2001-08-01 88.953580768433210
2001-09-01 89.192354415339000
2001-10-01 90.524986703027210
2001-11-01 90.735436136558200
2001-12-01 90.891248886873800
2002-01-01 89.599218161069600
2002-02-01 89.970327711319700
2002-03-01 90.029226032949010
2002-04-01 92.198408942277700
2002-05-01 93.090155083010400
2002-06-01 93.574148101510700
2002-07-01 94.506166255355910
2002-08-01 93.947355783445090
2002-09-01 94.784619026291300
2002-10-01 95.014226073202700
2002-11-01 95.531951904677090
2002-12-01 95.466014791470580
2003-01-01 94.865538736279600
2003-02-01 95.089993888350690
2003-03-01 94.947706317057000
2003-04-01 94.386401401459300
2003-05-01 93.872364820218600
2003-06-01 94.568288521866000
2003-07-01 95.011783196152310
2003-08-01 95.285933748085710
2003-09-01 94.306045441276800
2003-10-01 95.230234969712600
2003-11-01 95.318881298634580
2003-12-01 95.604785698800600
2004-01-01 93.775415293859300
2004-02-01 95.267703536745700
2004-03-01 95.769746754620910
2004-04-01 94.953675980473900
2004-05-01 94.855806119567420
2004-06-01 94.981819591646400
2004-07-01 94.929567863096080
2004-08-01 95.923004394072310
2004-09-01 96.701541361204490
2004-10-01 96.680302922906100
2004-11-01 96.665714774074400
2004-12-01 96.800201503528600
2005-01-01 97.257620752613700
2005-02-01 97.260406651210900
2005-03-01 96.908479652508400
2005-04-01 97.552455673764910
2005-05-01 97.709649447399000
2005-06-01 98.744213818458800
2005-07-01 96.789679053348790
2005-08-01 97.856036804299210
2005-09-01 98.497952557004700
2005-10-01 97.448375207518990
2005-11-01 97.491315754147500
2005-12-01 97.522968523978700
2006-01-01 97.896283389122900
2006-02-01 97.673469000709590
2006-03-01 97.683869854441910
2006-04-01 98.849224762842500
2006-05-01 99.576007638483000
2006-06-01 100.423040026246000
2006-07-01 99.540232301416800
2006-08-01 100.299329313071000
2006-09-01 100.242707139243000
2006-10-01 100.437994974774000
2006-11-01 100.581901265117000
2006-12-01 100.994463522219010
2007-01-01 101.804223824216010
2007-02-01 102.164537801072000
2007-03-01 102.110066764825990
2007-04-01 102.966285630737000
2007-05-01 102.804444045746990
2007-06-01 101.771651358673000
2007-07-01 102.946964895133000
2007-08-01 102.624431216932000
2007-09-01 103.696589072287010
2007-10-01 104.029360326556000
2007-11-01 104.575246931943000
2007-12-01 104.503245833973010
2008-01-01 104.460079039186000
2008-02-01 104.520002368651000
2008-03-01 104.606351531750000
2008-04-01 104.322455460534000
2008-05-01 104.151420367209000
2008-06-01 104.537087589976990
2008-07-01 105.260951228040010
2008-08-01 105.576191291354010
2008-09-01 105.496659158906000
2008-10-01 106.298297441252000
2008-11-01 106.413139485427000
2008-12-01 107.248015762832000
2009-01-01 107.639872572148000
2009-02-01 107.893359401345010
2009-03-01 108.757554003102000
2009-04-01 108.636473921262000
2009-05-01 109.212438015205000
2009-06-01 108.957033892561000
2009-07-01 111.874823795917000
2009-08-01 111.394584547954010
2009-09-01 112.316642110303990
2009-10-01 111.296044377337000
2009-11-01 111.041422871807000
2009-12-01 112.617098697449000
2010-01-01 109.764778949251010
2010-02-01 108.178902793411990
2010-03-01 110.287434436311000
2010-04-01 113.106798761598000
2010-05-01 111.708706101004010
2010-06-01 111.595430170361000
2010-07-01 108.774718399625000
2010-08-01 110.687310755704000
2010-09-01 111.388430137532990
2010-10-01 112.229144472741000
2010-11-01 112.968410579088000
2010-12-01 113.234003001227000
2011-01-01 114.883880868352000
2011-02-01 115.405529285198000
2011-03-01 115.939878677696000
2011-04-01 113.573383822387020
2011-05-01 112.887483016963000
2011-06-01 112.921844298731000
2011-07-01 111.651155378579000
2011-08-01 112.516623024972990
2011-09-01 112.737856726550000
2011-10-01 113.618929299937990
2011-11-01 114.422559403938010
2011-12-01 114.534726307652000
2012-01-01 112.899703998454000
2012-02-01 112.579569928601000
2012-03-01 113.411606118803010
2012-04-01 113.707951752989000
2012-05-01 114.153334605740000
2012-06-01 114.611606690001000
2012-07-01 114.344542083342990
2012-08-01 116.247186911421000
2012-09-01 113.593971510432000
2012-10-01 113.780166197557000
2012-11-01 113.408850640087000
2012-12-01 113.998275786831000
2013-01-01 115.052066850172990
2013-02-01 115.279681037893010
2013-03-01 115.373883804268000
2013-04-01 119.327112166439000
2013-05-01 117.600783390518000
2013-06-01 117.656930199519990
2013-07-01 118.779057696092000
2013-08-01 119.292688669886000
2013-09-01 118.373253081408010
2013-10-01 117.392290587288000
2013-11-01 117.111845913913000
2013-12-01 117.232540564102990
2014-01-01 117.946141774548000
2014-02-01 118.234837996816990
2014-03-01 118.309477301546000
2014-04-01 117.970551072206000
2014-05-01 118.017937869914000
2014-06-01 117.076073223500000
2014-07-01 116.334349382612980
2014-08-01 120.289087400881000
2014-09-01 119.540637471012000
2014-10-01 120.180861870204000
2014-11-01 119.789862667229000
2014-12-01 119.303171345141000
2015-01-01 117.920298380219990
2015-02-01 118.909680439123010
2015-03-01 118.514193972568000
2015-04-01 119.301730447329000
2015-05-01 119.277348507024000
2015-06-01 117.626953129176000
2015-07-01 119.159226108318010
2015-08-01 120.129025149310000
2015-09-01 120.498736240641010
2015-10-01 120.332980023511010
2015-11-01 121.457451348215000
2015-12-01 121.961866713404000
2016-01-01 122.417366315254000
2016-02-01 122.203969045261000
2016-03-01 122.763771740338000
2016-04-01 121.078462476194990
2016-05-01 121.524244243350000
2016-06-01 123.189354567472990
2016-07-01 122.520048596504990
2016-08-01 121.536988924399000
2016-09-01 120.774324120480000
2016-10-01 121.478992502134990
2016-11-01 121.953476178483020
2016-12-01 121.936642482141990
2017-01-01 122.558364973159000
2017-02-01 122.463980150103000
2017-03-01 123.074146487388000
2017-04-01 124.040089987661000
2017-05-01 125.202574074170000
2017-06-01 123.922447651560990
2017-07-01 126.136580466207010
2017-08-01 126.046952387796990
2017-09-01 128.071764528877000
2017-10-01 129.588171895561000
2017-11-01 129.795401559608000
2017-12-01 127.589167058727000
2018-01-01 132.359129985590000
2018-02-01 130.962692526878000
2018-03-01 130.965886965800000
2018-04-01 131.019508818411000
2018-05-01 130.612366098032000
2018-06-01 132.024215996806000
2018-07-01 130.721918462658000
2018-08-01 131.829343061652000
2018-09-01 131.306227080438000
2018-10-01 131.094387215181000
2018-11-01 131.166625833446000
2018-12-01 132.222638069320000
2019-01-01 129.864053265620020
2019-02-01 133.033167849806000
2019-03-01 133.504861067533000
2019-04-01 133.112116972679020
2019-05-01 132.430278870300010
2019-06-01 132.847425874448000
2019-07-01 132.531775548303000
2019-08-01 130.700826893617000
2019-09-01 135.031950707923000
2019-10-01 134.819593846722000
2019-11-01 135.164721567902000
2019-12-01 135.807900115051000
2020-01-01 132.806224139655000
2020-02-01 136.223661913904000
2020-03-01 135.219029182719000
2020-04-01 119.736586831581990
2020-05-01 120.763305512857000
2020-06-01 124.243244670783000
2020-07-01 119.860621478316000
2020-08-01 119.227665234424000
2020-09-01 117.853478879805000
2020-10-01 116.537706537418000
2020-11-01 116.925707166045000
2020-12-01 116.902817886498000
2021-01-01 117.992786356739000
2021-02-01 118.391515934637000
2021-03-01 120.403021400972010
2021-04-01 122.686471571686000
2021-05-01 127.650097713739000
2021-06-01 126.693132858468000
2021-07-01 128.074182255614000
2021-08-01 129.576508296433000
2021-09-01 127.675877780411000
2021-10-01 128.397327573558020
2021-11-01 128.489606647819020
2021-12-01 128.218572850128000
2022-01-01 128.969870359424000
2022-02-01 128.668192748931000
2022-03-01 129.499945575165010
2022-04-01 128.860429557845000
2022-05-01 128.921204573570000
2022-06-01 128.986583945755000
2022-07-01 130.058608644728000
2022-08-01 131.595932315602000
2022-09-01 132.681603103713000
2022-10-01 134.028689048532020
2022-11-01 134.847411926364000
2022-12-01 135.807856809561000
2023-01-01 134.905300077154000
2023-02-01 136.238856492045980
2023-03-01 136.056979734492000
2023-04-01 136.944951539619000
2023-05-01 139.946275644419980
2023-06-01 139.008510891857000
2023-07-01 139.380793784304020
2023-08-01 140.018535876294000
2023-09-01 141.823147326940000
2023-10-01 142.480018363278020
2023-11-01 143.144097771945000
2023-12-01 143.823172533914000
2024-01-01 146.107468297126990
2024-02-01 145.686592984286000
2024-03-01 146.797809864282000
2024-04-01 147.302809050020020
2024-05-01 146.330584900548000
2024-06-01 146.612275047514000
2024-07-01 154.315318985757020
2024-08-01 147.488974973136000

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