Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Vallejo-Fairfield, CA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Vallejo-Fairfield, CA (MSA)
Series ID VALL706EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 5:49 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 7.879102917155520
1990-02-01 7.978560735481040
1990-03-01 8.199735819274820
1990-04-01 8.625096099485980
1990-05-01 8.711025603767540
1990-06-01 8.689490801764930
1990-07-01 9.095752074539310
1990-08-01 9.396109569163949
1990-09-01 9.363459428817800
1990-10-01 9.433465863261480
1990-11-01 9.741723005864221
1990-12-01 9.696938385343780
1991-01-01 9.569980950406750
1991-02-01 9.470229446236859
1991-03-01 9.578139581947570
1991-04-01 9.739150868176480
1991-05-01 9.829182806572360
1991-06-01 9.793429022403570
1991-07-01 9.795914433062390
1991-08-01 9.607103961264120
1991-09-01 9.862372737445020
1991-10-01 9.923985001255400
1991-11-01 9.839610519624170
1991-12-01 9.697653284808009
1992-01-01 9.958345861229070
1992-02-01 10.253539609841400
1992-03-01 9.948351242062750
1992-04-01 9.965005556349539
1992-05-01 9.968364959562530
1992-06-01 9.991069794705690
1992-07-01 9.895415331314770
1992-08-01 9.924979443483070
1992-09-01 9.859361677275770
1992-10-01 9.796300283997520
1992-11-01 9.844188966253240
1992-12-01 9.912051774449289
1993-01-01 10.033756103260501
1993-02-01 10.235253931847199
1993-03-01 10.207892128482401
1993-04-01 10.204680082197900
1993-05-01 10.214646665262900
1993-06-01 10.088813962284199
1993-07-01 10.303232952095400
1993-08-01 10.337751054456000
1993-09-01 10.348180147555599
1993-10-01 10.360745329990000
1993-11-01 10.338694673415200
1993-12-01 10.435183232800000
1994-01-01 10.415886151107800
1994-02-01 10.308393945938800
1994-03-01 10.486624505076302
1994-04-01 10.348895430641900
1994-05-01 10.352197078512200
1994-06-01 10.391414156893099
1994-07-01 10.712513717159500
1994-08-01 10.345045637003000
1994-09-01 10.415271745105100
1994-10-01 10.420363206594000
1994-11-01 10.441062282206198
1994-12-01 10.354140502751000
1995-01-01 10.207092693034800
1995-02-01 10.201763401664600
1995-03-01 10.181802420997100
1995-04-01 10.284583876372400
1995-05-01 10.167752331703000
1995-06-01 10.412868085655099
1995-07-01 10.417833003585600
1995-08-01 10.426893513005800
1995-09-01 10.364520405412600
1995-10-01 10.605450512004700
1995-11-01 10.639940113603700
1995-12-01 10.652742884467100
1996-01-01 10.917980287882700
1996-02-01 10.912598787575500
1996-03-01 11.012919200321901
1996-04-01 10.796380957368600
1996-05-01 10.866120444828999
1996-06-01 11.136473134312501
1996-07-01 10.710502047930800
1996-08-01 10.795657673997300
1996-09-01 10.504011356134500
1996-10-01 11.014486347777900
1996-11-01 11.056830082782900
1996-12-01 10.943603935493000
1997-01-01 11.137348412206500
1997-02-01 11.322983095151901
1997-03-01 11.235963996877400
1997-04-01 11.399718005812600
1997-05-01 11.658078331369400
1997-06-01 11.976705084846600
1997-07-01 11.797744462563800
1997-08-01 11.850498647860000
1997-09-01 12.147636498574900
1997-10-01 12.132572844441901
1997-11-01 12.065321230069600
1997-12-01 12.540678417295101
1998-01-01 12.176733827632100
1998-02-01 12.227469755473600
1998-03-01 12.372941573671401
1998-04-01 12.481489538558900
1998-05-01 12.533759392806699
1998-06-01 12.413601018183801
1998-07-01 12.674363777015400
1998-08-01 12.814056025236000
1998-09-01 12.713814092485000
1998-10-01 12.554008754295700
1998-11-01 12.679088403220800
1998-12-01 12.945882044771800
1999-01-01 12.913006195852699
1999-02-01 12.729544483081200
1999-03-01 12.883056019761400
1999-04-01 13.050519077239300
1999-05-01 13.012654847419000
1999-06-01 13.143265007912800
1999-07-01 13.154926582711699
1999-08-01 13.203048865432198
1999-09-01 13.321369148528500
1999-10-01 13.053770027636000
1999-11-01 13.368614462799899
1999-12-01 13.556317354813800
2000-01-01 13.544649210564700
2000-02-01 13.841822466768901
2000-03-01 13.804776693375402
2000-04-01 13.599635556763400
2000-05-01 13.580233792875800
2000-06-01 13.729821002568600
2000-07-01 14.046826950815001
2000-08-01 14.528459361872402
2000-09-01 14.372102542144802
2000-10-01 14.644807056390300
2000-11-01 14.555557314322000
2000-12-01 14.378035722641801
2001-01-01 14.346915648111501
2001-02-01 14.542115317699402
2001-03-01 14.499528719679400
2001-04-01 14.757778040715100
2001-05-01 14.952219489047700
2001-06-01 14.805808366695800
2001-07-01 14.958812942681101
2001-08-01 14.981467582081699
2001-09-01 14.842599949537101
2001-10-01 14.810894366301800
2001-11-01 14.827155732346300
2001-12-01 14.904057933499999
2002-01-01 15.132062013069700
2002-02-01 15.352131188344300
2002-03-01 15.216824541696400
2002-04-01 15.108560057542000
2002-05-01 15.009292099489300
2002-06-01 15.163250460946000
2002-07-01 15.077367770888099
2002-08-01 15.044727258004501
2002-09-01 15.217834847174801
2002-10-01 15.489890284454500
2002-11-01 15.517079698757600
2002-12-01 15.517090194555399
2003-01-01 16.393769942825000
2003-02-01 16.462036795951700
2003-03-01 16.412895780847002
2003-04-01 16.666885503349200
2003-05-01 16.786285472006700
2003-06-01 16.839170766415800
2003-07-01 16.700353668596000
2003-08-01 16.697576983835900
2003-09-01 16.675026610152400
2003-10-01 16.675390196308502
2003-11-01 16.710232255096000
2003-12-01 16.708735387489000
2004-01-01 16.756969637428600
2004-02-01 16.676281779424600
2004-03-01 16.719289720395903
2004-04-01 16.629564621157400
2004-05-01 16.677897815287700
2004-06-01 16.625043404942000
2004-07-01 16.712158240490800
2004-08-01 16.723775239686102
2004-09-01 16.820642519283600
2004-10-01 16.580162170253903
2004-11-01 16.918345074674700
2004-12-01 17.193284746206402
2005-01-01 17.119393693576400
2005-02-01 17.062471907625200
2005-03-01 17.107719893109300
2005-04-01 17.318181222954600
2005-05-01 17.293773639895100
2005-06-01 17.451706489231700
2005-07-01 17.418064893630400
2005-08-01 17.424070270560800
2005-09-01 17.438891746806900
2005-10-01 17.575282965097500
2005-11-01 17.617954235134803
2005-12-01 17.670963194497197
2006-01-01 17.711170040106500
2006-02-01 17.750515347211600
2006-03-01 17.922930775605800
2006-04-01 17.899284673371998
2006-05-01 18.004201755844800
2006-06-01 17.975538325301898
2006-07-01 18.028858062764897
2006-08-01 18.109445821746600
2006-09-01 18.260853282053198
2006-10-01 18.171225817237900
2006-11-01 18.205665486547698
2006-12-01 18.235509547214900
2007-01-01 18.316034212957398
2007-02-01 18.648502284900600
2007-03-01 18.737664688447600
2007-04-01 18.487235596296802
2007-05-01 18.512460230907800
2007-06-01 18.694550637709103
2007-07-01 18.953338050667800
2007-08-01 19.001187682986600
2007-09-01 18.978503448301602
2007-10-01 19.152142212023300
2007-11-01 19.172796587024300
2007-12-01 19.286297836121896
2008-01-01 19.639037734482397
2008-02-01 19.662590540036000
2008-03-01 19.574074919661300
2008-04-01 19.473250596508898
2008-05-01 19.512913932913900
2008-06-01 19.386449681558100
2008-07-01 19.584923759082198
2008-08-01 19.607542699878604
2008-09-01 19.599400066297502
2008-10-01 19.529709167344198
2008-11-01 19.529714419172002
2008-12-01 19.638097587431396
2009-01-01 19.558123401206700
2009-02-01 19.686751522315200
2009-03-01 19.699181502466400
2009-04-01 20.171452404102897
2009-05-01 20.202936948560698
2009-06-01 20.382977102102398
2009-07-01 20.223247390989698
2009-08-01 20.115754111475802
2009-09-01 20.205518933395602
2009-10-01 20.904988187843102
2009-11-01 20.794332961473500
2009-12-01 20.799000624493600
2010-01-01 20.680115481442698
2010-02-01 20.613068703987103
2010-03-01 20.522826685907802
2010-04-01 20.765115496078803
2010-05-01 20.783516193389000
2010-06-01 20.862532621441200
2010-07-01 20.862380481474000
2010-08-01 20.836145319531102
2010-09-01 20.716355481005400
2010-10-01 20.891636710349697
2010-11-01 20.862675027244800
2010-12-01 20.874033338670603
2011-01-01 20.885172034292900
2011-02-01 20.837226408933000
2011-03-01 20.721659471600802
2011-04-01 20.764885573839500
2011-05-01 20.771095222211500
2011-06-01 20.856989625533103
2011-07-01 20.886771847165100
2011-08-01 20.837862145847602
2011-09-01 21.128730549840900
2011-10-01 21.087708709382000
2011-11-01 21.163670090109800
2011-12-01 21.172497086159300
2012-01-01 21.172137195846300
2012-02-01 21.233194755283300
2012-03-01 21.405433679094700
2012-04-01 21.371672945487400
2012-05-01 21.470839399352897
2012-06-01 21.457154576933398
2012-07-01 21.486609916806900
2012-08-01 21.740846275056100
2012-09-01 21.836762994042600
2012-10-01 21.894939814656400
2012-11-01 21.886212962934604
2012-12-01 21.995710754295803
2013-01-01 22.743390018415603
2013-02-01 23.010512613826602
2013-03-01 23.083792113354303
2013-04-01 23.170730675591300
2013-05-01 23.372396419408805
2013-06-01 23.368291163803000
2013-07-01 23.385537137062300
2013-08-01 23.331167341992604
2013-09-01 23.342774890590200
2013-10-01 23.393643451659700
2013-11-01 23.633507377076803
2013-12-01 23.619087554015103
2014-01-01 23.732196701390300
2014-02-01 23.578111089354700
2014-03-01 23.662819304448700
2014-04-01 23.766340921684698
2014-05-01 23.664126936556300
2014-06-01 23.666880048330000
2014-07-01 24.194189573460697
2014-08-01 24.224517078792600
2014-09-01 24.148664456475500
2014-10-01 24.303126393128800
2014-11-01 24.363546349306503
2014-12-01 24.529556755641398
2015-01-01 24.730571207763000
2015-02-01 24.761096795236803
2015-03-01 24.851703731370800
2015-04-01 24.747950990339800
2015-05-01 24.860374486866800
2015-06-01 24.968458633292400
2015-07-01 25.314950985090700
2015-08-01 25.095975738836604
2015-09-01 25.362493476556500
2015-10-01 25.408013653461900
2015-11-01 25.481578249827900
2015-12-01 25.433850366345200
2016-01-01 25.838870203459397
2016-02-01 26.041200104884400
2016-03-01 26.036238609067397
2016-04-01 26.443455165051603
2016-05-01 26.563057543644298
2016-06-01 26.681361335247303
2016-07-01 26.638443175128003
2016-08-01 26.568574315061200
2016-09-01 26.862640839131200
2016-10-01 27.108385684039000
2016-11-01 26.971910063568100
2016-12-01 27.240386567753703
2017-01-01 27.146665976239902
2017-02-01 27.333081767777600
2017-03-01 27.538926925717100
2017-04-01 27.344022977927300
2017-05-01 27.967574411895900
2017-06-01 27.696738460899000
2017-07-01 27.563148797414197
2017-08-01 27.821148376723198
2017-09-01 28.068452610174898
2017-10-01 27.699088505395302
2017-11-01 27.859654715330800
2017-12-01 27.939348431486202
2018-01-01 27.856596952865300
2018-02-01 27.934376161667500
2018-03-01 28.043798224331898
2018-04-01 28.258793952567896
2018-05-01 28.277789355196700
2018-06-01 28.309567554697600
2018-07-01 28.364835078416900
2018-08-01 28.583206420916700
2018-09-01 28.574644092080998
2018-10-01 28.600754806414900
2018-11-01 28.825525872590102
2018-12-01 28.735397660759396
2019-01-01 28.849345497822000
2019-02-01 28.955877461456500
2019-03-01 28.977007843017503
2019-04-01 28.873861661134800
2019-05-01 28.792978428724400
2019-06-01 28.716599365791396
2019-07-01 28.834804361807198
2019-08-01 28.940589435441300
2019-09-01 29.076295198251500
2019-10-01 29.316067876270104
2019-11-01 29.306540461011600
2019-12-01 29.342949225183200
2020-01-01 29.537236089487900
2020-02-01 29.567463227238600
2020-03-01 29.595129583041302
2020-04-01 26.999700622041600
2020-05-01 27.205330597171997
2020-06-01 27.931927011338600
2020-07-01 27.685332879417402
2020-08-01 27.520984750645600
2020-09-01 27.261345891481200
2020-10-01 27.336636239885998
2020-11-01 27.195591408984605
2020-12-01 27.360464539341802
2021-01-01 27.323740632779497
2021-02-01 27.265954886816804
2021-03-01 27.315457426434197
2021-04-01 27.535831469967400
2021-05-01 27.400944121865003
2021-06-01 27.540384147573900
2021-07-01 27.528529860535800
2021-08-01 27.410800038855300
2021-09-01 27.347475927907300
2021-10-01 28.158617460598300
2021-11-01 28.110237715595100
2021-12-01 28.274337575488200
2022-01-01 27.722734800705900
2022-02-01 27.950845268192800
2022-03-01 28.109386787671700
2022-04-01 28.365324224685500
2022-05-01 28.493272195760300
2022-06-01 28.653807921730397
2022-07-01 28.782068304349497
2022-08-01 28.821263872881500
2022-09-01 28.935805970049000
2022-10-01 28.779050432799302
2022-11-01 28.814277945700997
2022-12-01 28.781667349407100
2023-01-01 29.026034433907300
2023-02-01 29.434273608225700
2023-03-01 29.401595593396397
2023-04-01 29.391438581405698
2023-05-01 29.583024725650500
2023-06-01 29.568489220435100
2023-07-01 29.745979314908105
2023-08-01 30.026895790174603
2023-09-01 30.127367770018100
2023-10-01 30.197180780634604
2023-11-01 30.422259914195700
2023-12-01 30.593576952559300
2024-01-01 30.731825083619900
2024-02-01 30.910210117308303
2024-03-01 30.979907611200200
2024-04-01 30.905722366967396
2024-05-01 31.077922614895897
2024-06-01 31.090585731567500
2024-07-01 31.530126753255402
2024-08-01 31.234575567225300
2024-09-01 31.324629611364198
2024-10-01 31.499311742110800

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