Federal Reserve Economic Data

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

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 2024-12-01
Last Updated 2025-01-29 6:20 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 49.471768255479100
1990-02-01 50.384088882749610
1990-03-01 50.134667000059300
1990-04-01 51.737198915167106
1990-05-01 51.936656570880200
1990-06-01 49.609260533574000
1990-07-01 45.754183177837895
1990-08-01 46.973364959467900
1990-09-01 48.308795870394000
1990-10-01 49.245638135935900
1990-11-01 49.319281463981300
1990-12-01 48.655247772296200
1991-01-01 47.498508522365704
1991-02-01 47.348406666328200
1991-03-01 46.403590171798704
1991-04-01 44.099233213620900
1991-05-01 42.924995647683794
1991-06-01 41.435676798283204
1991-07-01 40.452050372132504
1991-08-01 39.853072893051205
1991-09-01 38.497526542235200
1991-10-01 44.680231693862800
1991-11-01 42.589980022006600
1991-12-01 41.626810309522700
1992-01-01 35.849203095686500
1992-02-01 38.679196658610500
1992-03-01 37.900978150523294
1992-04-01 37.182514373225500
1992-05-01 35.909358596100500
1992-06-01 34.429478175706600
1992-07-01 33.150454704159195
1992-08-01 32.747443450100200
1992-09-01 37.572378112849500
1992-10-01 30.392034115505200
1992-11-01 30.550496345359200
1992-12-01 30.491040633101800
1993-01-01 31.436336337636103
1993-02-01 30.679626634980803
1993-03-01 30.726494278707104
1993-04-01 30.548139364639898
1993-05-01 31.074480044550500
1993-06-01 31.995055083370900
1993-07-01 32.143687142440804
1993-08-01 31.738437283470800
1993-09-01 32.109135748428700
1993-10-01 31.526977271640803
1993-11-01 31.753729509107398
1993-12-01 31.592279561199800
1994-01-01 32.079233428736200
1994-02-01 32.059928945463604
1994-03-01 32.443694241013400
1994-04-01 33.348770127179800
1994-05-01 33.707946312667104
1994-06-01 34.628641148219900
1994-07-01 33.903604384894000
1994-08-01 33.604705510666000
1994-09-01 33.527309548898200
1994-10-01 34.017346259835804
1994-11-01 34.004053825437495
1994-12-01 34.132587583321296
1995-01-01 35.853809704129000
1995-02-01 35.711047183888700
1995-03-01 35.640189280460300
1995-04-01 34.780203230377200
1995-05-01 35.727401937725894
1995-06-01 36.504844214163210
1995-07-01 37.222218913114204
1995-08-01 37.333823501393700
1995-09-01 37.939408737887000
1995-10-01 38.341266883323500
1995-11-01 38.458183992150104
1995-12-01 38.260402635413400
1996-01-01 36.623617208171204
1996-02-01 36.558553511285400
1996-03-01 37.118439585174200
1996-04-01 38.682503593478800
1996-05-01 39.686081232634500
1996-06-01 40.093836461885790
1996-07-01 42.973592443526500
1996-08-01 41.937426504228895
1996-09-01 42.377588433603290
1996-10-01 41.300041882716800
1996-11-01 41.382225833463394
1996-12-01 41.812233990237395
1997-01-01 41.486697677268296
1997-02-01 40.247951202823900
1997-03-01 39.910618579434000
1997-04-01 35.885914705474896
1997-05-01 36.865736249014000
1997-06-01 37.932017971283100
1997-07-01 37.856350662087500
1997-08-01 37.639195307582300
1997-09-01 36.522664941649396
1997-10-01 36.991154635230000
1997-11-01 37.239138961884300
1997-12-01 37.281781837226000
1998-01-01 41.471834547029000
1998-02-01 40.719197870731600
1998-03-01 40.168944917195700
1998-04-01 41.645681916964996
1998-05-01 42.183095861031205
1998-06-01 42.383843849878396
1998-07-01 41.733073614337100
1998-08-01 40.474376546163000
1998-09-01 42.229260595614290
1998-10-01 42.228516813004900
1998-11-01 42.428087407658100
1998-12-01 42.073646691273300
1999-01-01 42.240355364302395
1999-02-01 42.296930846408294
1999-03-01 42.837641784229400
1999-04-01 42.053780402461210
1999-05-01 41.931904571797205
1999-06-01 41.391094829276000
1999-07-01 42.303832739301100
1999-08-01 41.193463370938794
1999-09-01 43.598914075120405
1999-10-01 44.084262975847395
1999-11-01 44.478626644437000
1999-12-01 44.552491461221510
2000-01-01 44.448142086443504
2000-02-01 44.079180929916500
2000-03-01 44.302714116529295
2000-04-01 44.828303229482295
2000-05-01 45.199668124584996
2000-06-01 45.678574542276100
2000-07-01 45.243851765384400
2000-08-01 45.314576262081600
2000-09-01 45.401267266585705
2000-10-01 45.376002117354100
2000-11-01 45.311987630445000
2000-12-01 45.653112819790900
2001-01-01 45.360834596073500
2001-02-01 45.914727494002290
2001-03-01 46.526357332423004
2001-04-01 45.321436934586295
2001-05-01 45.647472762105000
2001-06-01 45.158823485456200
2001-07-01 44.674671774567100
2001-08-01 45.054920119096295
2001-09-01 45.314097003355600
2001-10-01 45.980402409183000
2001-11-01 45.877177585016000
2001-12-01 45.734556645125500
2002-01-01 45.458257706446000
2002-02-01 45.548060815428000
2002-03-01 45.827053491038290
2002-04-01 47.208492511229200
2002-05-01 47.829322910694710
2002-06-01 48.155528756849390
2002-07-01 49.479562705232200
2002-08-01 48.654817653161600
2002-09-01 49.193081659710100
2002-10-01 49.493905609241196
2002-11-01 50.048207662990400
2002-12-01 50.122907731237500
2003-01-01 49.580525395784900
2003-02-01 49.800855462918800
2003-03-01 49.790286702433400
2003-04-01 49.309176468890500
2003-05-01 48.860285155292700
2003-06-01 49.025306972994700
2003-07-01 49.655823355368796
2003-08-01 49.573441047230000
2003-09-01 49.168258700867300
2003-10-01 49.688762103380390
2003-11-01 49.691821539484900
2003-12-01 49.803898767201600
2004-01-01 47.918938063623000
2004-02-01 49.403500383643800
2004-03-01 49.469041306338300
2004-04-01 49.313672567191710
2004-05-01 49.243365632949600
2004-06-01 48.774410866871300
2004-07-01 48.954144304229790
2004-08-01 49.684732457046000
2004-09-01 51.360711208865396
2004-10-01 50.296411424128600
2004-11-01 50.141012808179290
2004-12-01 50.222991174137896
2005-01-01 50.584652414287600
2005-02-01 50.395308673368400
2005-03-01 50.096152154490700
2005-04-01 49.424654523240605
2005-05-01 49.728095133119204
2005-06-01 50.401355283210400
2005-07-01 50.027759817570600
2005-08-01 50.453550801269600
2005-09-01 51.330997283257204
2005-10-01 49.230140084500000
2005-11-01 49.211764916807600
2005-12-01 49.336531020549400
2006-01-01 49.304705269974390
2006-02-01 49.269756246987896
2006-03-01 49.119447439958290
2006-04-01 50.293290310444000
2006-05-01 50.960201516362400
2006-06-01 51.115772254528800
2006-07-01 50.620725449617396
2006-08-01 50.777074311015900
2006-09-01 51.053808659544200
2006-10-01 50.794997070191790
2006-11-01 50.847728000548490
2006-12-01 50.858591933924710
2007-01-01 51.630428399838800
2007-02-01 51.520492593545000
2007-03-01 51.170448944902600
2007-04-01 51.637188268774200
2007-05-01 50.899811660766495
2007-06-01 48.826940142590600
2007-07-01 50.267240799688395
2007-08-01 49.573622048933004
2007-09-01 50.848114106031700
2007-10-01 51.094838271476710
2007-11-01 51.261724931404200
2007-12-01 50.968943487976205
2008-01-01 50.949846888179600
2008-02-01 50.745928685347394
2008-03-01 50.795153125260000
2008-04-01 50.820626192294600
2008-05-01 50.839866224340604
2008-06-01 50.636675367268890
2008-07-01 50.747846341237796
2008-08-01 50.692160204129100
2008-09-01 50.231672729946396
2008-10-01 50.818478895825000
2008-11-01 50.940155114595200
2008-12-01 51.095610549150100
2009-01-01 51.973605002209500
2009-02-01 52.357720086359700
2009-03-01 52.942445702816000
2009-04-01 52.853153294145200
2009-05-01 53.154797986617005
2009-06-01 52.528091047176700
2009-07-01 56.434692780046795
2009-08-01 56.063517686268300
2009-09-01 56.838981187379800
2009-10-01 54.728341326785710
2009-11-01 54.596160222480000
2009-12-01 55.470816830353700
2010-01-01 54.159094859073500
2010-02-01 53.093535390931300
2010-03-01 54.817475472598710
2010-04-01 57.931934386439100
2010-05-01 56.524868271128000
2010-06-01 56.151127012051795
2010-07-01 53.687428080873600
2010-08-01 55.221245785101700
2010-09-01 55.818388851091800
2010-10-01 56.514890527928000
2010-11-01 56.871852569111600
2010-12-01 56.550767597699390
2011-01-01 57.140018465353700
2011-02-01 57.586890649913800
2011-03-01 57.813372705377700
2011-04-01 55.233192778661100
2011-05-01 55.069859114170600
2011-06-01 55.085494120592095
2011-07-01 54.529072341543795
2011-08-01 55.050499433779600
2011-09-01 55.261527240338400
2011-10-01 56.780644451342404
2011-11-01 57.337496921622300
2011-12-01 57.103788716461800
2012-01-01 56.471280183747794
2012-02-01 56.038900877462595
2012-03-01 56.304974755372704
2012-04-01 56.448423609379205
2012-05-01 57.261943899427800
2012-06-01 57.420513317567700
2012-07-01 57.946106759655200
2012-08-01 59.316798754576304
2012-09-01 57.450848343635300
2012-10-01 56.879028010189100
2012-11-01 56.692120143747000
2012-12-01 57.176028393917704
2013-01-01 57.673981457760000
2013-02-01 57.473082412236000
2013-03-01 57.782520274993710
2013-04-01 60.598343599150700
2013-05-01 59.599908212837896
2013-06-01 60.521001685149900
2013-07-01 61.111155356500795
2013-08-01 61.294708645362604
2013-09-01 60.518249816142905
2013-10-01 60.157217190685610
2013-11-01 60.046219900304390
2013-12-01 60.238777647670794
2014-01-01 60.839252916646610
2014-02-01 61.278379526071205
2014-03-01 61.428208193552900
2014-04-01 60.763528188131104
2014-05-01 61.011190896949100
2014-06-01 60.357473024593200
2014-07-01 60.500804970311200
2014-08-01 63.119773826902890
2014-09-01 62.799127351931000
2014-10-01 63.768489381087000
2014-11-01 63.450381839548800
2014-12-01 63.338348149415900
2015-01-01 62.431530108895000
2015-02-01 63.156470433811500
2015-03-01 62.790065582257400
2015-04-01 63.242190311724700
2015-05-01 63.847390557009000
2015-06-01 62.567704685114000
2015-07-01 63.427317790143604
2015-08-01 64.414041110375210
2015-09-01 64.713308176402590
2015-10-01 64.131954036242100
2015-11-01 65.269863584578100
2015-12-01 65.629023712033000
2016-01-01 66.454049226570100
2016-02-01 65.955616105349290
2016-03-01 66.648808221258790
2016-04-01 64.261214846462000
2016-05-01 65.161838317258600
2016-06-01 67.464840957157900
2016-07-01 66.501500568894100
2016-08-01 64.938564901368300
2016-09-01 64.760000443723400
2016-10-01 65.427423140821400
2016-11-01 65.558847684711800
2016-12-01 65.876039451697600
2017-01-01 67.419424785429710
2017-02-01 66.079176064996390
2017-03-01 66.232606452468900
2017-04-01 66.667306280060900
2017-05-01 67.750725461436800
2017-06-01 65.882378227292900
2017-07-01 68.017209865486490
2017-08-01 67.835079903736400
2017-09-01 69.187866383457200
2017-10-01 70.710297752571590
2017-11-01 70.667594751023500
2017-12-01 68.398175973674100
2018-01-01 75.254812994957900
2018-02-01 71.948770636908100
2018-03-01 71.720437696728200
2018-04-01 71.772048259108900
2018-05-01 71.421502776959410
2018-06-01 71.973851765126710
2018-07-01 71.234904918463100
2018-08-01 71.655812980592100
2018-09-01 71.001473332000290
2018-10-01 70.951283783774910
2018-11-01 70.769499786268500
2018-12-01 71.596312297856800
2019-01-01 69.999074089417100
2019-02-01 70.978109488839410
2019-03-01 70.651938746758400
2019-04-01 70.769477617189100
2019-05-01 70.448443039392400
2019-06-01 70.760054406894910
2019-07-01 69.638425932452210
2019-08-01 67.709300720747600
2019-09-01 71.803327455554800
2019-10-01 71.633322250613100
2019-11-01 71.888845655228790
2019-12-01 72.260184296255090
2020-01-01 70.024375251628000
2020-02-01 71.631469519044700
2020-03-01 70.887670651921910
2020-04-01 69.562341811941990
2020-05-01 68.937296762395900
2020-06-01 70.548422744825300
2020-07-01 67.573207836502100
2020-08-01 66.295017225328700
2020-09-01 64.416300309696400
2020-10-01 63.145128814512795
2020-11-01 63.046859635060390
2020-12-01 62.469109363142100
2021-01-01 63.906200004862605
2021-02-01 63.315739434348004
2021-03-01 63.426094140253895
2021-04-01 67.200642189889410
2021-05-01 71.596166740697200
2021-06-01 69.703092833865900
2021-07-01 69.777798816562610
2021-08-01 71.765646249008500
2021-09-01 69.571127938094110
2021-10-01 68.889662242772500
2021-11-01 68.489770818977300
2021-12-01 68.045582569889000
2022-01-01 68.493354141892200
2022-02-01 67.928562504880900
2022-03-01 67.993165063813300
2022-04-01 67.741957471350600
2022-05-01 67.436888973860600
2022-06-01 66.668561219284000
2022-07-01 67.625373543331500
2022-08-01 68.065741978331700
2022-09-01 68.383168860094700
2022-10-01 69.491637713901900
2022-11-01 69.686101402693400
2022-12-01 70.226900777002600
2023-01-01 69.154689158759800
2023-02-01 69.515761133611700
2023-03-01 69.107209462952610
2023-04-01 69.782776092812100
2023-05-01 70.777991511210400
2023-06-01 70.967974936950090
2023-07-01 70.971688508515700
2023-08-01 72.084214565450100
2023-09-01 72.516095840588200
2023-10-01 72.436170173902800
2023-11-01 72.769203802241300
2023-12-01 72.987727313022920
2024-01-01 74.998973570657200
2024-02-01 74.171880537649500
2024-03-01 74.558959839036400
2024-04-01 74.264154449802400
2024-05-01 73.760335452342300
2024-06-01 74.147998558604300
2024-07-01 75.897557437740700
2024-08-01 73.324087441601100
2024-09-01 74.126429601840410
2024-10-01 74.633853978002700
2024-11-01 74.826646786777000
2024-12-01 74.824926083237700

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