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 2024-10-01
Last Updated 2024-11-20 6:42 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 29.597554013773800
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 30.960862809308500
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 30.953094435293700
1993-08-01 30.735349859211198
1993-09-01 30.998986670132900
1993-10-01 31.000741679584998
1993-11-01 31.016636418092700
1993-12-01 31.089548182384000
1994-01-01 31.399551628735300
1994-02-01 31.412433626570500
1994-03-01 31.486051542283000
1994-04-01 31.218625466254203
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 31.620678853342400
1994-11-01 31.715229374221398
1994-12-01 31.789839181420103
1995-01-01 31.815687918573900
1995-02-01 31.922565749419103
1995-03-01 32.070871546333500
1995-04-01 32.292687154234100
1995-05-01 32.493914311336496
1995-06-01 32.988435708780200
1995-07-01 32.700520729662200
1995-08-01 32.814154433650900
1995-09-01 33.203742019903700
1995-10-01 33.455337864924600
1995-11-01 33.499606785393894
1995-12-01 33.764921884510800
1996-01-01 33.336411141840900
1996-02-01 33.518774630648800
1996-03-01 33.646563936996500
1996-04-01 33.769926749345004
1996-05-01 33.754150076342505
1996-06-01 33.757416737838696
1996-07-01 33.812459620986800
1996-08-01 33.717511188811600
1996-09-01 33.901971529914604
1996-10-01 33.996731067751000
1996-11-01 34.109341588096800
1996-12-01 34.180022828222400
1997-01-01 34.155309136925900
1997-02-01 34.314442214857500
1997-03-01 34.363476740263500
1997-04-01 34.274503148227400
1997-05-01 34.246795712068400
1997-06-01 34.110572180812600
1997-07-01 34.061081230798900
1997-08-01 34.073238882288700
1997-09-01 34.093657142180800
1997-10-01 33.750160785523800
1997-11-01 33.924100649376896
1997-12-01 33.994082549751000
1998-01-01 34.186162018806000
1998-02-01 34.144250336182700
1998-03-01 34.109106966809100
1998-04-01 34.385885905928696
1998-05-01 34.555112071474400
1998-06-01 34.445845603087700
1998-07-01 34.518959030744600
1998-08-01 34.509893133472000
1998-09-01 34.290394162673000
1998-10-01 34.928191505451700
1998-11-01 34.910286430281300
1998-12-01 34.977491172621700
1999-01-01 35.196893057375604
1999-02-01 35.372907709525705
1999-03-01 35.450889312931100
1999-04-01 35.193970561542900
1999-05-01 35.272355361984204
1999-06-01 35.170443790958600
1999-07-01 35.298712601285000
1999-08-01 35.259710637654900
1999-09-01 34.995684342781800
1999-10-01 34.755881741195500
1999-11-01 34.678451786502200
1999-12-01 34.671495278788200
2000-01-01 34.616743756252900
2000-02-01 34.745230949751300
2000-03-01 34.652993405970500
2000-04-01 34.418254765293200
2000-05-01 34.412137088382500
2000-06-01 34.715425615848105
2000-07-01 34.637370531319604
2000-08-01 34.791027873732100
2000-09-01 34.481887057252400
2000-10-01 34.223772381700700
2000-11-01 34.343061569618300
2000-12-01 34.370642988432195
2001-01-01 33.738043168703800
2001-02-01 34.117904751301800
2001-03-01 34.364141317106300
2001-04-01 34.603264669445300
2001-05-01 34.522893719107800
2001-06-01 34.987598422863000
2001-07-01 34.503354078763400
2001-08-01 34.566628962328400
2001-09-01 34.463595221473696
2001-10-01 34.536903082470495
2001-11-01 34.812388422928100
2001-12-01 34.879905505447695
2002-01-01 34.864327290978500
2002-02-01 34.886374621026400
2002-03-01 34.864834727908104
2002-04-01 34.844899873108000
2002-05-01 34.990753449300500
2002-06-01 35.205612255633504
2002-07-01 34.986481093178300
2002-08-01 35.191381788478800
2002-09-01 35.270018905178794
2002-10-01 35.120902383153600
2002-11-01 35.517378032849706
2002-12-01 35.520904164685700
2003-01-01 34.973513008923200
2003-02-01 34.707613888232700
2003-03-01 34.542225288955500
2003-04-01 34.389660695109300
2003-05-01 34.375245130321396
2003-06-01 34.760466467923800
2003-07-01 34.347666560268900
2003-08-01 34.190488776412700
2003-09-01 34.377723542085100
2003-10-01 34.958064294747200
2003-11-01 34.372584594399804
2003-12-01 34.396297280049600
2004-01-01 34.481682896225800
2004-02-01 34.485857885075305
2004-03-01 34.462533067276800
2004-04-01 34.744466384549900
2004-05-01 34.656237989530304
2004-06-01 34.437502808495700
2004-07-01 34.645257716835395
2004-08-01 34.642695385732395
2004-09-01 34.738275464731394
2004-10-01 34.796358210368100
2004-11-01 34.404056347272004
2004-12-01 34.445950860825704
2005-01-01 34.570630001711194
2005-02-01 34.709411312973400
2005-03-01 34.920822788214195
2005-04-01 35.723064978652790
2005-05-01 35.965349588765996
2005-06-01 35.936470355508106
2005-07-01 36.212874603593605
2005-08-01 36.237666758719705
2005-09-01 36.435041922731900
2005-10-01 35.829048590805800
2005-11-01 35.583483110115200
2005-12-01 35.932487491776400
2006-01-01 36.752006441532100
2006-02-01 36.921704516887495
2006-03-01 37.045293839718000
2006-04-01 37.017136868958000
2006-05-01 36.999936837970710
2006-06-01 37.245519706087300
2006-07-01 37.288557764088104
2006-08-01 37.424616493356396
2006-09-01 37.660180332646700
2006-10-01 37.972826850158896
2006-11-01 37.900807298226600
2006-12-01 38.168580895606496
2007-01-01 37.996900567711210
2007-02-01 38.222994610413400
2007-03-01 38.259580798395000
2007-04-01 38.144739447129396
2007-05-01 38.371222134002500
2007-06-01 38.564438247092900
2007-07-01 38.613903776236604
2007-08-01 38.834325202771000
2007-09-01 38.877441991472600
2007-10-01 39.203978518052295
2007-11-01 39.378977494428700
2007-12-01 39.272948413273795
2008-01-01 39.544933434990700
2008-02-01 39.654739388405500
2008-03-01 39.796421524772704
2008-04-01 39.784750095517500
2008-05-01 39.932076963457300
2008-06-01 40.079365096036604
2008-07-01 40.354498923078700
2008-08-01 40.456955424040100
2008-09-01 40.575701483513996
2008-10-01 40.537765972582400
2008-11-01 40.749562420888400
2008-12-01 40.779976705660790
2009-01-01 40.697020701634800
2009-02-01 40.727819444005100
2009-03-01 40.760685550054000
2009-04-01 40.918043078542300
2009-05-01 40.989537367166500
2009-06-01 41.078845722143300
2009-07-01 41.252358450766500
2009-08-01 41.429214140347206
2009-09-01 41.506687331681500
2009-10-01 41.880715290820900
2009-11-01 41.938675838483704
2009-12-01 42.298228807148796
2010-01-01 42.588133169453400
2010-02-01 42.645552858230600
2010-03-01 43.067048902300700
2010-04-01 42.744501377801900
2010-05-01 42.585773986312795
2010-06-01 42.646582744114500
2010-07-01 42.593779552868700
2010-08-01 42.642839850590600
2010-09-01 42.694839132547294
2010-10-01 43.112674142186500
2010-11-01 43.203727367153600
2010-12-01 43.037483652442800
2011-01-01 43.136105736176500
2011-02-01 43.213231121924710
2011-03-01 43.284790707378505
2011-04-01 43.795373764642110
2011-05-01 43.559914593084294
2011-06-01 43.454147798072300
2011-07-01 43.253810144817900
2011-08-01 43.481781884508400
2011-09-01 43.956690073540000
2011-10-01 44.111713159395200
2011-11-01 44.135840193912790
2011-12-01 44.058309936440000
2012-01-01 44.346804968352096
2012-02-01 44.403958234790100
2012-03-01 44.606049898340100
2012-04-01 44.673254615799210
2012-05-01 44.377529782319606
2012-06-01 44.622077753528200
2012-07-01 44.251594714369496
2012-08-01 44.583165073943995
2012-09-01 44.706750539518794
2012-10-01 45.086531704078205
2012-11-01 45.331135154805900
2012-12-01 45.102172915015004
2013-01-01 45.464062402136090
2013-02-01 45.487548359740494
2013-03-01 45.206741329562796
2013-04-01 45.418027839325300
2013-05-01 45.671821750640106
2013-06-01 45.801882214422210
2013-07-01 46.290837125167600
2013-08-01 46.321266791731990
2013-09-01 46.278189968333905
2013-10-01 45.666716737827100
2013-11-01 45.809339955415300
2013-12-01 46.386225961164100
2014-01-01 45.796024376111000
2014-02-01 45.902261148159400
2014-03-01 46.510430053114796
2014-04-01 46.122065518514900
2014-05-01 46.471078935364700
2014-06-01 46.611565818728400
2014-07-01 46.696202761783800
2014-08-01 46.891789192068700
2014-09-01 46.751194721820000
2014-10-01 46.606828076382600
2014-11-01 46.645867260323900
2014-12-01 47.298457752599404
2015-01-01 47.116741524025600
2015-02-01 46.837779742920596
2015-03-01 47.579113149102106
2015-04-01 47.864870810377000
2015-05-01 47.224453070577496
2015-06-01 48.891742211403894
2015-07-01 48.974066424908100
2015-08-01 48.887528917875500
2015-09-01 48.038938514917500
2015-10-01 48.245791911796500
2015-11-01 48.266270627671300
2015-12-01 48.632355363283104
2016-01-01 49.336954046890500
2016-02-01 48.885907618776800
2016-03-01 49.039310028378104
2016-04-01 49.977774373385100
2016-05-01 50.029255293161500
2016-06-01 49.186918854078705
2016-07-01 49.674239499596300
2016-08-01 49.834201598518106
2016-09-01 50.437209323548295
2016-10-01 50.683161219947900
2016-11-01 50.872735297380200
2016-12-01 50.478873151016100
2017-01-01 50.511683775997106
2017-02-01 51.274246745377500
2017-03-01 51.151145706028790
2017-04-01 51.400587901099210
2017-05-01 51.504622037393300
2017-06-01 51.458453185229104
2017-07-01 51.485687330262700
2017-08-01 51.324374667284204
2017-09-01 51.681072574247295
2017-10-01 52.113368644379605
2017-11-01 52.288825159818790
2017-12-01 52.457491691522506
2018-01-01 52.438401358164100
2018-02-01 52.448915486825705
2018-03-01 52.338435489409505
2018-04-01 52.698452250432204
2018-05-01 52.994034369599000
2018-06-01 53.014540618634000
2018-07-01 52.738023477172000
2018-08-01 53.319385031363794
2018-09-01 53.911686877298200
2018-10-01 52.907604357034100
2018-11-01 53.106666586526300
2018-12-01 53.549137382972710
2019-01-01 53.792102179261505
2019-02-01 53.767098236002795
2019-03-01 53.878420282519800
2019-04-01 54.285266249341300
2019-05-01 54.140144246865205
2019-06-01 54.025846290734100
2019-07-01 53.321380768715100
2019-08-01 53.859321246768500
2019-09-01 54.084952530265000
2019-10-01 53.984987296267000
2019-11-01 54.049539139410705
2019-12-01 53.901369873264100
2020-01-01 53.743256532583800
2020-02-01 53.802471974916490
2020-03-01 53.668606593180200
2020-04-01 46.983465877742795
2020-05-01 46.809383467914900
2020-06-01 48.840184801681396
2020-07-01 49.940945459011790
2020-08-01 50.236921786829800
2020-09-01 50.605547753126295
2020-10-01 51.395242123461510
2020-11-01 51.504236323226610
2020-12-01 51.597975323172400
2021-01-01 51.500073479419800
2021-02-01 51.977289470153210
2021-03-01 52.343451425733900
2021-04-01 51.945140791337500
2021-05-01 51.974058912972005
2021-06-01 51.983098923862705
2021-07-01 51.989699895003100
2021-08-01 51.679426501638400
2021-09-01 51.207030922359510
2021-10-01 52.380959061858995
2021-11-01 52.612685837870100
2021-12-01 51.491089070917400
2022-01-01 52.178283809950200
2022-02-01 52.898099390717000
2022-03-01 52.935581843969400
2022-04-01 52.860305417460790
2022-05-01 52.810978547449800
2022-06-01 52.836832826770895
2022-07-01 52.706836463859396
2022-08-01 52.955487988376100
2022-09-01 53.189663079238210
2022-10-01 54.165128869296105
2022-11-01 54.377977648453500
2022-12-01 53.832692252915294
2023-01-01 54.649827402506200
2023-02-01 55.038681799573600
2023-03-01 55.148860735355996
2023-04-01 55.779953371080800
2023-05-01 55.388034493617200
2023-06-01 55.499450734552300
2023-07-01 55.601705710577605
2023-08-01 55.532618227370700
2023-09-01 55.288845875792700
2023-10-01 54.278877776400500
2023-11-01 54.349095976798495
2023-12-01 57.150552188655900
2024-01-01 57.888909222208400
2024-02-01 56.694927397151900
2024-03-01 55.421765994335700
2024-04-01 56.922573019489500
2024-05-01 57.823483498290000
2024-06-01 58.389678042214000
2024-07-01 59.527426017165205
2024-08-01 59.383022080690100
2024-09-01 57.029717434011296
2024-10-01 56.458705039159206

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