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 2024-07-01
Last Updated 2024-08-17 5:33 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 7.879102696933679
1990-02-01 7.978559885946809
1990-03-01 8.199735666378030
1990-04-01 8.625096348297140
1990-05-01 8.711025596233390
1990-06-01 8.689492747480410
1990-07-01 9.095752145518260
1990-08-01 9.396109312585080
1990-09-01 9.363459415255429
1990-10-01 9.433465790732770
1990-11-01 9.741723042109340
1990-12-01 9.696937674284560
1991-01-01 9.569980699253910
1991-02-01 9.470228588763860
1991-03-01 9.578139409197840
1991-04-01 9.739151041423850
1991-05-01 9.829182757023599
1991-06-01 9.793431285671820
1991-07-01 9.795914470089720
1991-08-01 9.607103720193079
1991-09-01 9.862372716222840
1991-10-01 9.923984916009259
1991-11-01 9.839610494885440
1991-12-01 9.697652509667730
1992-01-01 9.958345451413090
1992-02-01 10.253538612797500
1992-03-01 9.948351002423939
1992-04-01 9.965005658591400
1992-05-01 9.968365069424690
1992-06-01 9.991072596002800
1992-07-01 9.895415578206949
1992-08-01 9.924979358553449
1992-09-01 9.859361687722721
1992-10-01 9.796300108155760
1992-11-01 9.844188679293751
1992-12-01 9.912050633502188
1993-01-01 10.033755118576199
1993-02-01 10.235252518946199
1993-03-01 10.207891602897401
1993-04-01 10.204680180604301
1993-05-01 10.214647214312300
1993-06-01 10.088818692511301
1993-07-01 10.303233814740802
1993-08-01 10.337751440835000
1993-09-01 10.348179260121801
1993-10-01 10.360744922642300
1993-11-01 10.338693953746100
1993-12-01 10.435181443948599
1994-01-01 10.415884027083699
1994-02-01 10.308391561297000
1994-03-01 10.486622972095901
1994-04-01 10.348894598328300
1994-05-01 10.352196897888499
1994-06-01 10.391430379779802
1994-07-01 10.712513809205301
1994-08-01 10.345045017616300
1994-09-01 10.415268509052199
1994-10-01 10.420361231350899
1994-11-01 10.441059946796699
1994-12-01 10.354136584262900
1995-01-01 10.207089124819401
1995-02-01 10.201760307702200
1995-03-01 10.181800381205600
1995-04-01 10.284582931277100
1995-05-01 10.167752119927100
1995-06-01 10.412903677449501
1995-07-01 10.417831764738300
1995-08-01 10.426890123762100
1995-09-01 10.364511971369000
1995-10-01 10.605443714529601
1995-11-01 10.639932974177800
1995-12-01 10.652734376483801
1996-01-01 10.917973900104000
1996-02-01 10.912602041418600
1996-03-01 11.012917041754699
1996-04-01 10.796381598150000
1996-05-01 10.866122888413000
1996-06-01 11.136529211696300
1996-07-01 10.710502113607200
1996-08-01 10.795653828313100
1996-09-01 10.504000848827902
1996-10-01 11.014450584567700
1996-11-01 11.056819019574199
1996-12-01 10.943589480500600
1997-01-01 11.137336197948600
1997-02-01 11.323010901977101
1997-03-01 11.235956802199500
1997-04-01 11.399715629788199
1997-05-01 11.658104783812199
1997-06-01 11.976786787573399
1997-07-01 11.797745170388000
1997-08-01 11.850487124480300
1997-09-01 12.147622976768200
1997-10-01 12.132471943005301
1997-11-01 12.065304900308302
1997-12-01 12.540660460426800
1998-01-01 12.176721585774500
1998-02-01 12.227531588447800
1998-03-01 12.372941817773700
1998-04-01 12.481496347723400
1998-05-01 12.533819252663000
1998-06-01 12.413704783750301
1998-07-01 12.674364347007801
1998-08-01 12.814028726088800
1998-09-01 12.713784217383802
1998-10-01 12.553826183647198
1998-11-01 12.679054167378500
1998-12-01 12.945857001160100
1999-01-01 12.913001261104698
1999-02-01 12.729645936581699
1999-03-01 12.883083661696000
1999-04-01 13.050553040852302
1999-05-01 13.012761715990500
1999-06-01 13.143392515707000
1999-07-01 13.154933191034400
1999-08-01 13.203006586087000
1999-09-01 13.321303899823400
1999-10-01 13.053513665374599
1999-11-01 13.368480841150400
1999-12-01 13.556153836811800
2000-01-01 13.544789263142500
2000-02-01 13.842026685731001
2000-03-01 13.804852874816800
2000-04-01 13.599718106652100
2000-05-01 13.580369934596300
2000-06-01 13.729940644966600
2000-07-01 14.046828422256300
2000-08-01 14.528398422151302
2000-09-01 14.371990323021901
2000-10-01 14.644500155699598
2000-11-01 14.555316867265502
2000-12-01 14.377730734759700
2001-01-01 14.347202621019699
2001-02-01 14.542419861578200
2001-03-01 14.499657730861301
2001-04-01 14.757909465298500
2001-05-01 14.952380081851599
2001-06-01 14.805913898793099
2001-07-01 14.958803036244900
2001-08-01 14.981387106339200
2001-09-01 14.842445704041900
2001-10-01 14.810573441043802
2001-11-01 14.826821433631402
2001-12-01 14.903597142548900
2002-01-01 15.132502327213200
2002-02-01 15.352517072549801
2002-03-01 15.217002493614100
2002-04-01 15.108733660486200
2002-05-01 15.009443620411900
2002-06-01 15.163321435244500
2002-07-01 15.077335620678198
2002-08-01 15.044628818786599
2002-09-01 15.217654826499300
2002-10-01 15.489607281743400
2002-11-01 15.516733954166900
2002-12-01 15.516605714825099
2003-01-01 16.394224905868498
2003-02-01 16.462414853993400
2003-03-01 16.413095605274800
2003-04-01 16.667073433639400
2003-05-01 16.786415664396202
2003-06-01 16.839218210217400
2003-07-01 16.700313414666300
2003-08-01 16.697482331379600
2003-09-01 16.674851284360500
2003-10-01 16.675178438996200
2003-11-01 16.709899667847303
2003-12-01 16.708233485203902
2004-01-01 16.757423541465098
2004-02-01 16.676644138528303
2004-03-01 16.719476714096000
2004-04-01 16.629731988896900
2004-05-01 16.677983909578200
2004-06-01 16.625053735376700
2004-07-01 16.712108578917700
2004-08-01 16.723692736644100
2004-09-01 16.820501722305200
2004-10-01 16.580023490277200
2004-11-01 16.918111753239500
2004-12-01 17.192921955816300
2005-01-01 17.119699038972900
2005-02-01 17.062745189984100
2005-03-01 17.107862125494900
2005-04-01 17.318297965875402
2005-05-01 17.293828545317700
2005-06-01 17.451703008007500
2005-07-01 17.418020686208802
2005-08-01 17.424008966151900
2005-09-01 17.438803404424300
2005-10-01 17.575200358854000
2005-11-01 17.617833006949000
2005-12-01 17.670746327552300
2006-01-01 17.711327215792398
2006-02-01 17.750695578580000
2006-03-01 17.923020983471300
2006-04-01 17.899341743100000
2006-05-01 18.004228634206200
2006-06-01 17.975521960311397
2006-07-01 18.028822509205500
2006-08-01 18.109406077679600
2006-09-01 18.260812380331600
2006-10-01 18.171190556978000
2006-11-01 18.205647062654396
2006-12-01 18.235456580435800
2007-01-01 18.316044306021300
2007-02-01 18.648580967757400
2007-03-01 18.737696835183900
2007-04-01 18.487248184870800
2007-05-01 18.512473317609800
2007-06-01 18.694537463343100
2007-07-01 18.953323485761100
2007-08-01 19.001176891859000
2007-09-01 18.978497131547698
2007-10-01 19.152141240978000
2007-11-01 19.172802047022800
2007-12-01 19.286274689232698
2008-01-01 19.639035122496900
2008-02-01 19.662643815009900
2008-03-01 19.574059244073800
2008-04-01 19.473230240773102
2008-05-01 19.512913095830900
2008-06-01 19.386430195900303
2008-07-01 19.584918103751900
2008-08-01 19.607551483254300
2008-09-01 19.599414725597600
2008-10-01 19.529732904171897
2008-11-01 19.529737209338800
2008-12-01 19.638103193384200
2009-01-01 19.558112594102198
2009-02-01 19.686773179456100
2009-03-01 19.699126024004100
2009-04-01 20.171415701025200
2009-05-01 20.202926831169800
2009-06-01 20.382956260400398
2009-07-01 20.223248408266800
2009-08-01 20.115776472135700
2009-09-01 20.205548028360102
2009-10-01 20.905035812007900
2009-11-01 20.794387609942300
2009-12-01 20.799048738388200
2010-01-01 20.680062970913898
2010-02-01 20.613042251446700
2010-03-01 20.522743436625500
2010-04-01 20.765066628521800
2010-05-01 20.783502587794400
2010-06-01 20.862514240100698
2010-07-01 20.862388123664104
2010-08-01 20.836178278411200
2010-09-01 20.716396580098102
2010-10-01 20.891709120775800
2010-11-01 20.862767157647000
2010-12-01 20.874133907067100
2011-01-01 20.885084907958802
2011-02-01 20.837151109384802
2011-03-01 20.721542866926697
2011-04-01 20.764807294007800
2011-05-01 20.771033754014500
2011-06-01 20.856932937352898
2011-07-01 20.886948341413000
2011-08-01 20.837843373520400
2011-09-01 21.128745253102398
2011-10-01 21.087795069119200
2011-11-01 21.163814417543200
2011-12-01 21.172674721653700
2012-01-01 21.172043490278302
2012-02-01 21.233103974298200
2012-03-01 21.405298671843000
2012-04-01 21.371549289719300
2012-05-01 21.470722899877302
2012-06-01 21.457065375205897
2012-07-01 21.486732944039996
2012-08-01 21.740802891657600
2012-09-01 21.836765409060604
2012-10-01 21.895033054618896
2012-11-01 21.886375758753600
2012-12-01 21.996327014711298
2013-01-01 22.743302500793800
2013-02-01 23.010390351740604
2013-03-01 23.083591874878802
2013-04-01 23.170484955533198
2013-05-01 23.372111256077200
2013-06-01 23.368039896095098
2013-07-01 23.385481208271198
2013-08-01 23.331379530580800
2013-09-01 23.342678032055396
2013-10-01 23.393722996487200
2013-11-01 23.633734089051300
2013-12-01 23.620206084620800
2014-01-01 23.732279758747200
2014-02-01 23.578259933051300
2014-03-01 23.662943236800700
2014-04-01 23.764498271649300
2014-05-01 23.664369056981897
2014-06-01 23.666918800048400
2014-07-01 24.192486730598800
2014-08-01 24.225259242769297
2014-09-01 24.148946489729900
2014-10-01 24.303336065192800
2014-11-01 24.363975843460498
2014-12-01 24.531359234492100
2015-01-01 24.731071550637303
2015-02-01 24.761645045591603
2015-03-01 24.852107557367200
2015-04-01 24.744266610990600
2015-05-01 24.860711325287600
2015-06-01 24.968296277368100
2015-07-01 25.311448337163800
2015-08-01 25.097072644478697
2015-09-01 25.363256691589303
2015-10-01 25.408775483602000
2015-11-01 25.482829633435300
2015-12-01 25.436538557750800
2016-01-01 25.840260617432605
2016-02-01 26.042345877809000
2016-03-01 26.036792970756900
2016-04-01 26.437495800809003
2016-05-01 26.562922894845500
2016-06-01 26.680493407223896
2016-07-01 26.632647074697900
2016-08-01 26.569608198967600
2016-09-01 26.863963129695800
2016-10-01 27.110088876659397
2016-11-01 26.974522087753897
2016-12-01 27.244385657459503
2017-01-01 27.150069272977902
2017-02-01 27.336779671752200
2017-03-01 27.542091033989600
2017-04-01 27.325146758228100
2017-05-01 27.974346791060402
2017-06-01 27.697127560144896
2017-07-01 27.542726162068400
2017-08-01 27.826877475661000
2017-09-01 28.073298174369000
2017-10-01 27.703212699771104
2017-11-01 27.863966226278500
2017-12-01 27.944381048172197
2018-01-01 27.861638479731102
2018-02-01 27.940056651499200
2018-03-01 28.049209369369603
2018-04-01 28.226723741127895
2018-05-01 28.291254280751400
2018-06-01 28.311263278166000
2018-07-01 28.330207642175196
2018-08-01 28.594944951493396
2018-09-01 28.583537665536900
2018-10-01 28.608436569250802
2018-11-01 28.830221074481603
2018-12-01 28.734966976319900
2019-01-01 28.856564524247500
2019-02-01 28.967471283488700
2019-03-01 28.984696808337800
2019-04-01 28.830594370625700
2019-05-01 28.813114756466398
2019-06-01 28.719452722414605
2019-07-01 28.787142978474897
2019-08-01 28.957575555082800
2019-09-01 29.088092028096300
2019-10-01 29.325879690789800
2019-11-01 29.310106228252600
2019-12-01 29.340620570620104
2020-01-01 29.545768385015396
2020-02-01 29.577314954665898
2020-03-01 29.604500016160898
2020-04-01 26.959725416271800
2020-05-01 27.225782226416000
2020-06-01 27.934209358317600
2020-07-01 27.637934720845000
2020-08-01 27.537020112799397
2020-09-01 27.271063924686104
2020-10-01 27.345511532994298
2020-11-01 27.196346352382000
2020-12-01 27.355261804999200
2021-01-01 27.333083951262697
2021-02-01 27.274889075593800
2021-03-01 27.328521913197104
2021-04-01 27.503032693594500
2021-05-01 27.428078727654000
2021-06-01 27.550908234818600
2021-07-01 27.471746949856700
2021-08-01 27.415520030397502
2021-09-01 27.351438781836600
2021-10-01 28.166151645828200
2021-11-01 28.110729943575397
2021-12-01 28.273958948347502
2022-01-01 27.731974053794400
2022-02-01 27.953150146734700
2022-03-01 28.124233651442104
2022-04-01 28.351815329919300
2022-05-01 28.521321523579502
2022-06-01 28.670708191724500
2022-07-01 28.729807439710196
2022-08-01 28.805147855985400
2022-09-01 28.927063032360300
2022-10-01 28.788867461181102
2022-11-01 28.814986325872603
2022-12-01 28.781708710585900
2023-01-01 29.035625788075198
2023-02-01 29.435815673782200
2023-03-01 29.417093109874898
2023-04-01 29.396583595533400
2023-05-01 29.612735439565895
2023-06-01 29.593278477245600
2023-07-01 29.695771525952896
2023-08-01 29.988279104907200
2023-09-01 30.105386103916203
2023-10-01 30.209251586128996
2023-11-01 30.424956041083497
2023-12-01 30.600852693564800
2024-01-01 30.741859944948600
2024-02-01 30.906197214826100
2024-03-01 30.995502145096100
2024-04-01 30.928053214332700
2024-05-01 31.105847710326500
2024-06-01 31.117275577743300
2024-07-01 31.489691366387000

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