Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Denver-Aurora-Lakewood, CO (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197406561000001SA
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 6:12 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 9.590088202205461
1990-02-01 9.476643785883440
1990-03-01 9.428839371581380
1990-04-01 9.432942342586720
1990-05-01 9.559587732791961
1990-06-01 9.529201069596870
1990-07-01 9.541391800077461
1990-08-01 9.629002381974070
1990-09-01 9.646213758166779
1990-10-01 9.700713417360289
1990-11-01 9.700082126801131
1990-12-01 9.667443095284789
1991-01-01 9.487369203633110
1991-02-01 9.573172149385610
1991-03-01 9.527716632300711
1991-04-01 9.328426207485212
1991-05-01 9.567663407878430
1991-06-01 9.525819452954920
1991-07-01 9.544281100784449
1991-08-01 9.522417219250430
1991-09-01 9.551466846165760
1991-10-01 9.406651083765750
1991-11-01 9.401472031590151
1991-12-01 9.474855711348681
1992-01-01 9.488174641541360
1992-02-01 9.568974127836610
1992-03-01 9.623379141918760
1992-04-01 9.714256771463950
1992-05-01 9.480978837072142
1992-06-01 9.622977902434581
1992-07-01 9.649884203886640
1992-08-01 9.624140017042821
1992-09-01 9.657104316488010
1992-10-01 9.701456860548660
1992-11-01 9.688128899510290
1992-12-01 9.682330749228210
1993-01-01 9.692397899938001
1993-02-01 9.661765717096321
1993-03-01 9.721384022117551
1993-04-01 9.708713810021120
1993-05-01 9.685384639287289
1993-06-01 9.718386219450980
1993-07-01 9.757069600910189
1993-08-01 9.726505782691560
1993-09-01 9.767114323197939
1993-10-01 9.893138183908500
1993-11-01 9.969432319685590
1993-12-01 10.089473775208500
1994-01-01 10.103332264263400
1994-02-01 10.153888625702100
1994-03-01 10.112897596871500
1994-04-01 10.298961983521000
1994-05-01 10.178238460120000
1994-06-01 10.322140660883900
1994-07-01 10.275106302257500
1994-08-01 10.453801282168700
1994-09-01 10.484688472290500
1994-10-01 10.278157079295800
1994-11-01 10.547479643882399
1994-12-01 10.487918264607600
1995-01-01 10.621091363838800
1995-02-01 10.652200375487400
1995-03-01 10.703302542817600
1995-04-01 10.691739767994100
1995-05-01 10.760251998139500
1995-06-01 10.825056110572200
1995-07-01 10.896722861790302
1995-08-01 10.974007165124700
1995-09-01 11.012633434634399
1995-10-01 10.949394503853300
1995-11-01 10.831742568323099
1995-12-01 10.978747922057900
1996-01-01 11.250165505305299
1996-02-01 11.249876292272502
1996-03-01 11.291136522089500
1996-04-01 11.387434915300300
1996-05-01 11.530493086201199
1996-06-01 11.636420427999802
1996-07-01 11.400861679841900
1996-08-01 11.498503490314699
1996-09-01 11.643183538239901
1996-10-01 11.721473788387598
1996-11-01 11.806701375243600
1996-12-01 11.858921333088698
1997-01-01 11.570483830833302
1997-02-01 11.846850727973699
1997-03-01 11.874050999611600
1997-04-01 11.887388504007700
1997-05-01 12.010629551012899
1997-06-01 11.939989704838600
1997-07-01 12.315723466995198
1997-08-01 12.450424757474300
1997-09-01 12.374266687870500
1997-10-01 12.495475801909700
1997-11-01 12.494999617839198
1997-12-01 12.630714038845598
1998-01-01 12.599214354959400
1998-02-01 12.639144117996900
1998-03-01 12.851403304897499
1998-04-01 12.980893147602698
1998-05-01 12.900036123219400
1998-06-01 12.847247716968601
1998-07-01 12.806004887026200
1998-08-01 12.767428310118100
1998-09-01 12.798416133738899
1998-10-01 12.985853034783599
1998-11-01 12.999858463634300
1998-12-01 13.005256807865601
1999-01-01 12.890309174548399
1999-02-01 13.136688849023600
1999-03-01 13.055636914054698
1999-04-01 13.080280744217598
1999-05-01 13.219891818609600
1999-06-01 13.142044572237001
1999-07-01 13.197182328118000
1999-08-01 13.174400647490598
1999-09-01 13.305083273602600
1999-10-01 13.397350491274100
1999-11-01 13.506868021868300
1999-12-01 13.491385519012600
2000-01-01 13.676650404865400
2000-02-01 13.721326715637000
2000-03-01 13.859172986353800
2000-04-01 13.774809628480401
2000-05-01 13.841020610662598
2000-06-01 14.040624865394400
2000-07-01 14.217152878942699
2000-08-01 14.509472468669600
2000-09-01 14.291929216387000
2000-10-01 14.120056910235801
2000-11-01 14.313697865757500
2000-12-01 14.490548528444400
2001-01-01 14.442539530257099
2001-02-01 14.501719450790802
2001-03-01 14.563768651793803
2001-04-01 14.666847415195000
2001-05-01 14.655316500713198
2001-06-01 14.838117703215900
2001-07-01 14.624089747397000
2001-08-01 14.689106929697900
2001-09-01 14.465013687854200
2001-10-01 14.856916868577398
2001-11-01 14.826803708926600
2001-12-01 14.901854432140600
2002-01-01 14.908876734832099
2002-02-01 14.685708811541400
2002-03-01 14.769285223497100
2002-04-01 15.067968548348599
2002-05-01 14.954404372562198
2002-06-01 14.927036979688802
2002-07-01 15.359566341460098
2002-08-01 15.389251107080600
2002-09-01 15.353332241189198
2002-10-01 15.199997264392300
2002-11-01 15.337486801626800
2002-12-01 15.218158611807699
2003-01-01 15.487042569848402
2003-02-01 15.557310898482198
2003-03-01 15.552221299970100
2003-04-01 15.558925832902998
2003-05-01 15.530254640167401
2003-06-01 15.624549897299099
2003-07-01 15.694469140297400
2003-08-01 15.678139213669601
2003-09-01 15.859397619589600
2003-10-01 15.836468143252098
2003-11-01 15.839045397416001
2003-12-01 15.929618830640500
2004-01-01 16.088851699553900
2004-02-01 16.116844362728802
2004-03-01 16.224070186809000
2004-04-01 16.253042456760800
2004-05-01 16.376135887631303
2004-06-01 16.423989272056300
2004-07-01 16.558770401506200
2004-08-01 16.706895701151200
2004-09-01 16.884057526580400
2004-10-01 17.058507354974402
2004-11-01 17.219643533054000
2004-12-01 17.335978748157498
2005-01-01 17.205562915126000
2005-02-01 17.360904992069400
2005-03-01 17.670270169647200
2005-04-01 17.543224382366000
2005-05-01 17.806756552216700
2005-06-01 17.832140571133900
2005-07-01 17.631247198559500
2005-08-01 17.737657822075697
2005-09-01 17.720309365576803
2005-10-01 17.771705445240800
2005-11-01 17.901069978839100
2005-12-01 17.940539709474002
2006-01-01 18.028588410229400
2006-02-01 18.224715332986100
2006-03-01 18.234103147324603
2006-04-01 18.346606047081803
2006-05-01 18.358384597695600
2006-06-01 18.435049004266396
2006-07-01 18.374648393452198
2006-08-01 18.559390453277000
2006-09-01 18.664666581319700
2006-10-01 18.766692616369500
2006-11-01 18.770545711308202
2006-12-01 18.931887922308302
2007-01-01 18.952163801180998
2007-02-01 19.112044760610700
2007-03-01 19.109076583358398
2007-04-01 19.140760043015000
2007-05-01 19.325148000062200
2007-06-01 19.251760323761000
2007-07-01 19.302317302702300
2007-08-01 19.371255799729603
2007-09-01 19.292556779336397
2007-10-01 19.259833397892102
2007-11-01 19.339640901210398
2007-12-01 19.426281919782500
2008-01-01 19.560987423316398
2008-02-01 19.728652330620600
2008-03-01 19.799124587746302
2008-04-01 19.837149731971700
2008-05-01 19.926443460969800
2008-06-01 20.174598161830500
2008-07-01 19.890932605235200
2008-08-01 19.963896283608698
2008-09-01 20.108215409155600
2008-10-01 20.350863230967900
2008-11-01 20.306913355897200
2008-12-01 20.114557769144200
2009-01-01 20.262340749851000
2009-02-01 20.264759217603500
2009-03-01 20.298538819561998
2009-04-01 20.229500369777302
2009-05-01 20.149813196846200
2009-06-01 20.501085140643802
2009-07-01 20.673416725180200
2009-08-01 20.662219653234500
2009-09-01 20.702166629832100
2009-10-01 21.132934528513600
2009-11-01 20.994766277326400
2009-12-01 21.106581952890200
2010-01-01 20.854895401395500
2010-02-01 21.006621975304600
2010-03-01 21.200474687791502
2010-04-01 21.399123291645800
2010-05-01 21.458222528494197
2010-06-01 21.439066560194200
2010-07-01 21.546352843469300
2010-08-01 21.559650344794804
2010-09-01 21.586785571455700
2010-10-01 21.521876875723900
2010-11-01 21.601393657406900
2010-12-01 21.611425221860700
2011-01-01 21.865384678956400
2011-02-01 21.745440350828800
2011-03-01 21.819176584055400
2011-04-01 21.848922854662800
2011-05-01 21.865833849356300
2011-06-01 22.183417965956203
2011-07-01 22.008591477524500
2011-08-01 22.455784570079103
2011-09-01 22.458429921448100
2011-10-01 22.591935493403202
2011-11-01 22.919268978599400
2011-12-01 23.229393151530300
2012-01-01 23.191453959660603
2012-02-01 23.262614586422700
2012-03-01 23.339793767976303
2012-04-01 23.169989029403300
2012-05-01 23.238143086664700
2012-06-01 23.225781308684102
2012-07-01 23.306542417750300
2012-08-01 23.130801972715997
2012-09-01 23.237800160078503
2012-10-01 23.261887255121700
2012-11-01 23.052351149072700
2012-12-01 23.179110768203696
2013-01-01 23.219069031371200
2013-02-01 23.191703675904698
2013-03-01 23.188323327449304
2013-04-01 23.311269788837400
2013-05-01 23.315982789470500
2013-06-01 23.234073547615700
2013-07-01 23.477734584611103
2013-08-01 23.506519637610400
2013-09-01 23.725376433799700
2013-10-01 23.608028262303900
2013-11-01 23.772404566564603
2013-12-01 23.843260355174800
2014-01-01 23.962160975408200
2014-02-01 24.110637758852300
2014-03-01 24.228808237712700
2014-04-01 24.438311031913802
2014-05-01 24.478585405014200
2014-06-01 24.226001032691500
2014-07-01 24.271968994952400
2014-08-01 24.290097481569100
2014-09-01 24.229213717632800
2014-10-01 24.251587506150800
2014-11-01 24.178513430999498
2014-12-01 24.309783664437298
2015-01-01 24.307947190134200
2015-02-01 24.535802387748700
2015-03-01 24.563671967214898
2015-04-01 25.091745332703100
2015-05-01 25.062943826033003
2015-06-01 25.079402133710300
2015-07-01 25.280792460675800
2015-08-01 25.493016676367002
2015-09-01 25.549858299310700
2015-10-01 25.779604735049200
2015-11-01 25.964217742423802
2015-12-01 25.867477787840300
2016-01-01 25.970303533178200
2016-02-01 25.845612563452303
2016-03-01 25.882965130814100
2016-04-01 25.865773136048897
2016-05-01 25.857991526623000
2016-06-01 25.908060277655697
2016-07-01 25.888025593134603
2016-08-01 25.672991770523000
2016-09-01 26.079288528715200
2016-10-01 25.956478373364600
2016-11-01 25.858799995299800
2016-12-01 25.705197459847103
2017-01-01 25.887064868884302
2017-02-01 25.836205922549897
2017-03-01 25.895516957144398
2017-04-01 26.094742206349100
2017-05-01 26.069509486208702
2017-06-01 26.219242669761400
2017-07-01 26.302995708703605
2017-08-01 26.395256050891000
2017-09-01 26.396769765527896
2017-10-01 26.438587504090500
2017-11-01 26.452138879198603
2017-12-01 26.522489016012397
2018-01-01 26.698913054956500
2018-02-01 26.901398771846900
2018-03-01 27.096348034548804
2018-04-01 27.020572185549398
2018-05-01 26.969171304725105
2018-06-01 27.153974366531898
2018-07-01 27.027555021064400
2018-08-01 27.023197022026600
2018-09-01 27.113548541147800
2018-10-01 27.239808216127802
2018-11-01 27.241229238116198
2018-12-01 27.328279110902500
2019-01-01 27.291528063827300
2019-02-01 27.353416596161800
2019-03-01 27.188855053387105
2019-04-01 27.754723617864300
2019-05-01 27.877704663069200
2019-06-01 27.898922613836998
2019-07-01 28.173222847969200
2019-08-01 28.279424703743800
2019-09-01 28.232446641638500
2019-10-01 28.132264457815598
2019-11-01 28.424868823551800
2019-12-01 28.524064049478900
2020-01-01 28.904820411381603
2020-02-01 28.796300994669600
2020-03-01 28.476041321734200
2020-04-01 24.355313786985196
2020-05-01 24.748093769763397
2020-06-01 24.877571953170300
2020-07-01 26.012082553642603
2020-08-01 26.232231243935598
2020-09-01 26.620720004923896
2020-10-01 26.676264159911398
2020-11-01 26.840113717176500
2020-12-01 26.925362200279900
2021-01-01 27.050799766211700
2021-02-01 27.079203723530900
2021-03-01 27.594577877099900
2021-04-01 27.223576483275800
2021-05-01 27.451742321536496
2021-06-01 27.546102602580700
2021-07-01 27.758491317074000
2021-08-01 27.857926202274104
2021-09-01 27.808208888406700
2021-10-01 28.261813370134202
2021-11-01 28.414143452750100
2021-12-01 28.771165314960605
2022-01-01 28.967113492594900
2022-02-01 29.045842312171100
2022-03-01 29.303668349554300
2022-04-01 29.288949586789798
2022-05-01 29.074673995025800
2022-06-01 29.024718487879300
2022-07-01 28.869910211234398
2022-08-01 28.733789369564200
2022-09-01 28.775822656435700
2022-10-01 29.166497210727200
2022-11-01 29.211264838192300
2022-12-01 29.637923817342300
2023-01-01 29.261291083727500
2023-02-01 29.642478875644198
2023-03-01 29.819457008604900
2023-04-01 29.958306936092200
2023-05-01 30.307037558687302
2023-06-01 30.294246558374400
2023-07-01 31.011712704481300
2023-08-01 31.242942704384998
2023-09-01 32.753475711524300
2023-10-01 32.226292496468800
2023-11-01 32.574016554959000
2023-12-01 32.126438634734896
2024-01-01 32.824819440227300
2024-02-01 32.620321824559900
2024-03-01 32.420799573416100
2024-04-01 32.691675545011300
2024-05-01 32.409276564523600
2024-06-01 31.081977710157400
2024-07-01 30.477156518359898
2024-08-01 30.990062787892604
2024-09-01 33.408791100321196
2024-10-01 32.837429619497800
2024-11-01 32.781307336086900
2024-12-01 32.586425710013500

Subscribe to the FRED newsletter


Follow us

Back to Top