Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Des Moines-West Des Moines, IA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Des Moines-West Des Moines, IA (MSA)
Series ID DESM719EDUH
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 2024-11-01
Last Updated 2024-12-21 7:13 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 28.685880164407200
1990-02-01 28.680503027485600
1990-03-01 28.685030239100698
1990-04-01 28.364887109990804
1990-05-01 28.512024895113000
1990-06-01 28.551464330843500
1990-07-01 28.764769437329896
1990-08-01 28.964268944524303
1990-09-01 28.991442318859300
1990-10-01 29.371082782536998
1990-11-01 29.633973846787896
1990-12-01 29.597554013773700
1991-01-01 29.576192393640800
1991-02-01 29.671988542819200
1991-03-01 29.749910740626300
1991-04-01 29.848938116685300
1991-05-01 29.989753878600300
1991-06-01 30.153123892232600
1991-07-01 30.122484358201900
1991-08-01 30.210318030875897
1991-09-01 30.308333876373800
1991-10-01 30.382919141252300
1991-11-01 30.522288734436103
1991-12-01 30.485750450390200
1992-01-01 30.670470788436000
1992-02-01 30.773163100615200
1992-03-01 30.622853414870100
1992-04-01 30.836978983529896
1992-05-01 30.865936920100400
1992-06-01 30.735325226329200
1992-07-01 30.960862809308400
1992-08-01 30.941054375672103
1992-09-01 31.009957634199200
1992-10-01 30.893815601527400
1992-11-01 30.918326391197500
1992-12-01 30.987972154410300
1993-01-01 30.875247705178700
1993-02-01 30.790580478200898
1993-03-01 31.006583131296000
1993-04-01 31.030610213559400
1993-05-01 31.052655284022602
1993-06-01 31.125014724930600
1993-07-01 30.953094435293604
1993-08-01 30.735349859211100
1993-09-01 30.998986670132900
1993-10-01 31.000741679585100
1993-11-01 31.016636418092700
1993-12-01 31.089548182384100
1994-01-01 31.399551628735300
1994-02-01 31.412433626570500
1994-03-01 31.486051542283000
1994-04-01 31.218625466254100
1994-05-01 31.230795817858098
1994-06-01 31.299749581803603
1994-07-01 31.470495374682603
1994-08-01 31.572840872774800
1994-09-01 31.490769567484600
1994-10-01 31.620678853342600
1994-11-01 31.715229374221398
1994-12-01 31.789839181420103
1995-01-01 31.815687918574000
1995-02-01 31.922565749419103
1995-03-01 32.070871546333500
1995-04-01 32.292687154234200
1995-05-01 32.493914311336400
1995-06-01 32.988435708780300
1995-07-01 32.700520729662100
1995-08-01 32.814154433650700
1995-09-01 33.203742019903395
1995-10-01 33.455337864924800
1995-11-01 33.499606785393800
1995-12-01 33.764921884510800
1996-01-01 33.336411141841005
1996-02-01 33.518774630649100
1996-03-01 33.646563936995804
1996-04-01 33.769926749345800
1996-05-01 33.754150076342896
1996-06-01 33.757416737839100
1996-07-01 33.812459620986700
1996-08-01 33.717511188811000
1996-09-01 33.901971529913600
1996-10-01 33.996731067750800
1996-11-01 34.109341588096200
1996-12-01 34.180022828222000
1997-01-01 34.155309136925800
1997-02-01 34.314442214858104
1997-03-01 34.363476740262400
1997-04-01 34.274503148230200
1997-05-01 34.246795712071900
1997-06-01 34.110572180816500
1997-07-01 34.061081230800800
1997-08-01 34.073238882277700
1997-09-01 34.093657142177000
1997-10-01 33.750160785512300
1997-11-01 33.924100649375100
1997-12-01 33.994082549755994
1998-01-01 34.186162018820400
1998-02-01 34.144250336196200
1998-03-01 34.109106966814800
1998-04-01 34.385885905931000
1998-05-01 34.555112071469300
1998-06-01 34.445845603086700
1998-07-01 34.518959030731500
1998-08-01 34.509893133437700
1998-09-01 34.290394162660400
1998-10-01 34.928191505429600
1998-11-01 34.910286430286100
1998-12-01 34.977491172649806
1999-01-01 35.196893057429800
1999-02-01 35.372907709575800
1999-03-01 35.450889312954600
1999-04-01 35.193970561534000
1999-05-01 35.272355361946800
1999-06-01 35.170443790930200
1999-07-01 35.298712601246800
1999-08-01 35.259710637607300
1999-09-01 34.995684342785104
1999-10-01 34.755881741179700
1999-11-01 34.678451786376500
1999-12-01 34.671495278788400
2000-01-01 34.616743756330300
2000-02-01 34.745230949857900
2000-03-01 34.652993406128300
2000-04-01 34.418254765522700
2000-05-01 34.412137088663600
2000-06-01 34.715425615042300
2000-07-01 34.637370531525505
2000-08-01 34.791027873777700
2000-09-01 34.481887057201300
2000-10-01 34.223772381481600
2000-11-01 34.343061569195000
2000-12-01 34.370642988278306
2001-01-01 33.738043168764300
2001-02-01 34.117904751554400
2001-03-01 34.364141317590104
2001-04-01 34.603264670176100
2001-05-01 34.522893719971200
2001-06-01 34.987598421459104
2001-07-01 34.503354079248900
2001-08-01 34.566628962314404
2001-09-01 34.463595221081600
2001-10-01 34.536903081715300
2001-11-01 34.812388421913600
2001-12-01 34.879905504967000
2002-01-01 34.864327290942605
2002-02-01 34.886374621278400
2002-03-01 34.864834728386200
2002-04-01 34.844899875236600
2002-05-01 34.990753452204600
2002-06-01 35.205612253512705
2002-07-01 34.986481094191300
2002-08-01 35.191381789075800
2002-09-01 35.270018904543210
2002-10-01 35.120902378202500
2002-11-01 35.517378030035600
2002-12-01 35.520904162439400
2003-01-01 34.973513014206900
2003-02-01 34.707613888179600
2003-03-01 34.542225289084705
2003-04-01 34.389660698254800
2003-05-01 34.375245134829505
2003-06-01 34.760466465840395
2003-07-01 34.347666561457400
2003-08-01 34.190488777368900
2003-09-01 34.377723541004300
2003-10-01 34.958064285558600
2003-11-01 34.372584589889500
2003-12-01 34.396297276261900
2004-01-01 34.481682906883900
2004-02-01 34.485857884914196
2004-03-01 34.462533067131600
2004-04-01 34.744466388636400
2004-05-01 34.656237995401300
2004-06-01 34.437502806061104
2004-07-01 34.645257718043396
2004-08-01 34.642695387261700
2004-09-01 34.738275463829304
2004-10-01 34.796358197904304
2004-11-01 34.404056341412000
2004-12-01 34.445950854233900
2005-01-01 34.570630014734505
2005-02-01 34.709411308427200
2005-03-01 34.920822784129400
2005-04-01 35.723064982900100
2005-05-01 35.965349603770210
2005-06-01 35.936470372415200
2005-07-01 36.212874627456000
2005-08-01 36.237666777190796
2005-09-01 36.435041923243300
2005-10-01 35.829048548665600
2005-11-01 35.583483049070395
2005-12-01 35.932487425582300
2006-01-01 36.752006418501700
2006-02-01 36.921704516018400
2006-03-01 37.045293881017500
2006-04-01 37.017136947455300
2006-05-01 36.999936938731500
2006-06-01 37.245519800775000
2006-07-01 37.288557834347294
2006-08-01 37.424616512034300
2006-09-01 37.660180283740800
2006-10-01 37.972826680004900
2006-11-01 37.900807056819700
2006-12-01 38.168580657684100
2007-01-01 37.996900467653205
2007-02-01 38.222994666028500
2007-03-01 38.259580957723900
2007-04-01 38.144739762473200
2007-05-01 38.371222463613400
2007-06-01 38.564438505013800
2007-07-01 38.613903912177700
2007-08-01 38.834325216332900
2007-09-01 38.877441921724700
2007-10-01 39.203978196266700
2007-11-01 39.378976694990800
2007-12-01 39.272947854170205
2008-01-01 39.544932925580100
2008-02-01 39.654738936263000
2008-03-01 39.796421027196600
2008-04-01 39.784754517999100
2008-05-01 39.932076745228500
2008-06-01 40.079364901899900
2008-07-01 40.354498634086795
2008-08-01 40.456955447075200
2008-09-01 40.575701131582500
2008-10-01 40.537765360686200
2008-11-01 40.749561014739800
2008-12-01 40.779975783805500
2009-01-01 40.697019763904294
2009-02-01 40.727818510135100
2009-03-01 40.760684490034400
2009-04-01 40.918052055519100
2009-05-01 40.989536857509400
2009-06-01 41.078845404215800
2009-07-01 41.252357864614600
2009-08-01 41.429214296136706
2009-09-01 41.506686492276500
2009-10-01 41.880713922104000
2009-11-01 41.938672960001995
2009-12-01 42.298226469176605
2010-01-01 42.588130984947206
2010-02-01 42.645551282521700
2010-03-01 43.067047904146100
2010-04-01 42.744516624504200
2010-05-01 42.585774662928800
2010-06-01 42.646583594650600
2010-07-01 42.593779623063895
2010-08-01 42.642840493043100
2010-09-01 42.694837326223000
2010-10-01 43.112668570487200
2010-11-01 43.203721659036894
2010-12-01 43.037480078524000
2011-01-01 43.136100306344600
2011-02-01 43.213228286142700
2011-03-01 43.284791115485500
2011-04-01 43.795393144946004
2011-05-01 43.559920240020200
2011-06-01 43.454153534380000
2011-07-01 43.253814157807206
2011-08-01 43.481784384270400
2011-09-01 43.956687654199110
2011-10-01 44.111703815726100
2011-11-01 44.135828320375990
2011-12-01 44.058296408739096
2012-01-01 44.346783521070500
2012-02-01 44.403974743531506
2012-03-01 44.606027525244100
2012-04-01 44.673250526128210
2012-05-01 44.377631714314500
2012-06-01 44.622064689076500
2012-07-01 44.251583986450010
2012-08-01 44.583156210340995
2012-09-01 44.706767480009400
2012-10-01 45.086512262881000
2012-11-01 45.331116812312096
2012-12-01 45.102153164037300
2013-01-01 45.464008661524800
2013-02-01 45.487596650465406
2013-03-01 45.206709002112795
2013-04-01 45.417923387030704
2013-05-01 45.672091620366295
2013-06-01 45.801853491545800
2013-07-01 46.290809430129606
2013-08-01 46.321241238455706
2013-09-01 46.278223724066600
2013-10-01 45.666684820673396
2013-11-01 45.809311936921700
2013-12-01 46.386197642759896
2014-01-01 45.795939932209606
2014-02-01 45.902343672691000
2014-03-01 46.510389335801000
2014-04-01 46.121860010119896
2014-05-01 46.471522354190995
2014-06-01 46.611520301941300
2014-07-01 46.696154913004506
2014-08-01 46.891742016221600
2014-09-01 46.751240730897294
2014-10-01 46.606779407039205
2014-11-01 46.645832099701300
2014-12-01 47.298430828679200
2015-01-01 47.116635962199105
2015-02-01 46.837872436878500
2015-03-01 47.579087197092600
2015-04-01 47.864585878554790
2015-05-01 47.224984029224700
2015-06-01 48.891718367617100
2015-07-01 48.974041907649600
2015-08-01 48.887506221784600
2015-09-01 48.038842896930596
2015-10-01 48.245763195882400
2015-11-01 48.266244199450600
2015-12-01 48.632326722810895
2016-01-01 49.336839335647404
2016-02-01 48.886002913333300
2016-03-01 49.039294961906200
2016-04-01 49.977511789035500
2016-05-01 50.029862184725296
2016-06-01 49.186930237079600
2016-07-01 49.674188328595290
2016-08-01 49.834177209047700
2016-09-01 50.436921948582710
2016-10-01 50.683129046978500
2016-11-01 50.872725487034600
2016-12-01 50.478877858053700
2017-01-01 50.511616207647490
2017-02-01 51.274367418276206
2017-03-01 51.151201243614200
2017-04-01 51.400351456273896
2017-05-01 51.505109310348104
2017-06-01 51.458775258036496
2017-07-01 51.485537034218900
2017-08-01 51.324243861997200
2017-09-01 51.680464866393700
2017-10-01 52.113290504727790
2017-11-01 52.288825742052400
2017-12-01 52.457543727221406
2018-01-01 52.438415743465300
2018-02-01 52.449040901721105
2018-03-01 52.338507110463800
2018-04-01 52.698499592770100
2018-05-01 52.994610223386710
2018-06-01 53.015479132047700
2018-07-01 52.738059523276900
2018-08-01 53.319342685450790
2018-09-01 53.909873059292500
2018-10-01 52.904787651586105
2018-11-01 53.108721128275500
2018-12-01 53.549617830968600
2019-01-01 53.792001966171290
2019-02-01 53.767245087413300
2019-03-01 53.878750913997400
2019-04-01 54.286018834680300
2019-05-01 54.141306209390790
2019-06-01 54.027804033210400
2019-07-01 53.321587632900200
2019-08-01 53.858802758986705
2019-09-01 54.080992351009290
2019-10-01 53.978268476670500
2019-11-01 54.052821274336300
2019-12-01 53.903902222049800
2020-01-01 53.743007726484300
2020-02-01 53.802893013675610
2020-03-01 53.669350108796394
2020-04-01 46.985174472880004
2020-05-01 46.811675032754710
2020-06-01 48.843106011119296
2020-07-01 49.942220550557500
2020-08-01 50.237664056693106
2020-09-01 50.602634977190505
2020-10-01 51.369883890733100
2020-11-01 51.512105554546790
2020-12-01 51.605068735335400
2021-01-01 51.500987303558595
2021-02-01 51.979709920647494
2021-03-01 52.344971930771210
2021-04-01 51.949416075331400
2021-05-01 51.979062586962390
2021-06-01 51.988090768857900
2021-07-01 51.991827536769290
2021-08-01 51.681476992145500
2021-09-01 51.202263651685290
2021-10-01 52.327205971177600
2021-11-01 52.629685734794600
2021-12-01 51.505816385351494
2022-01-01 52.182372924921700
2022-02-01 52.903096439779700
2022-03-01 52.938073726091500
2022-04-01 52.866985104865290
2022-05-01 52.818403005558610
2022-06-01 52.843091484829294
2022-07-01 52.709520974687200
2022-08-01 52.958087758680000
2022-09-01 53.180108924410500
2022-10-01 54.072031023167800
2022-11-01 54.419037164058100
2022-12-01 53.856183847233710
2023-01-01 54.657776217092106
2023-02-01 55.046441073175790
2023-03-01 55.151912010771000
2023-04-01 55.788588623275700
2023-05-01 55.397362180716400
2023-06-01 55.506623133447704
2023-07-01 55.603699119164800
2023-08-01 55.533670589269505
2023-09-01 55.270595884354705
2023-10-01 54.156872404393600
2023-11-01 54.416117533403300
2023-12-01 57.182652433795205
2024-01-01 57.900497231376704
2024-02-01 56.704067075845200
2024-03-01 55.424680262368000
2024-04-01 56.931222212175800
2024-05-01 57.832042435280400
2024-06-01 58.394227775677390
2024-07-01 59.526241628875500
2024-08-01 59.380112214011300
2024-09-01 57.003289615890800
2024-10-01 56.399114506152900
2024-11-01 56.353739530592900

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