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 2024-08-01
Last Updated 2024-09-21 5:52 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 9.590088202205461
1990-02-01 9.476643785883440
1990-03-01 9.428839371581380
1990-04-01 9.432942342586731
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 9.474855711348690
1992-01-01 9.488174641541368
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 9.682330749228200
1993-01-01 9.692397899938001
1993-02-01 9.661765717096321
1993-03-01 9.721384022117551
1993-04-01 9.708713810021130
1993-05-01 9.685384639287301
1993-06-01 9.718386219450980
1993-07-01 9.757069600910180
1993-08-01 9.726505782691560
1993-09-01 9.767114323197950
1993-10-01 9.893138183908490
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 10.825056110572300
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 11.498503490314600
1996-09-01 11.643183538239802
1996-10-01 11.721473788387598
1996-11-01 11.806701375243600
1996-12-01 11.858921333088698
1997-01-01 11.570483830833400
1997-02-01 11.846850727973900
1997-03-01 11.874050999611800
1997-04-01 11.887388504007800
1997-05-01 12.010629551012899
1997-06-01 11.939989704838500
1997-07-01 12.315723466995001
1997-08-01 12.450424757473900
1997-09-01 12.374266687870099
1997-10-01 12.495475801909402
1997-11-01 12.494999617839100
1997-12-01 12.630714038846000
1998-01-01 12.599214354960100
1998-02-01 12.639144117997600
1998-03-01 12.851403304898000
1998-04-01 12.980893147603100
1998-05-01 12.900036123219600
1998-06-01 12.847247716967402
1998-07-01 12.806004887025900
1998-08-01 12.767428310117000
1998-09-01 12.798416133737600
1998-10-01 12.985853034782900
1998-11-01 12.999858463634400
1998-12-01 13.005256807865699
1999-01-01 12.890309174548700
1999-02-01 13.136688849029902
1999-03-01 13.055636914055200
1999-04-01 13.080280744214098
1999-05-01 13.219891818610101
1999-06-01 13.142044572240100
1999-07-01 13.197182328112500
1999-08-01 13.174400647489900
1999-09-01 13.305083273605499
1999-10-01 13.397350491276500
1999-11-01 13.506868021867600
1999-12-01 13.491385519010100
2000-01-01 13.676650404855600
2000-02-01 13.721326715626500
2000-03-01 13.859172986343000
2000-04-01 13.774809628485100
2000-05-01 13.841020610688400
2000-06-01 14.040624865421801
2000-07-01 14.217152878933101
2000-08-01 14.509472468659801
2000-09-01 14.291929216396500
2000-10-01 14.120056910276300
2000-11-01 14.313697865803800
2000-12-01 14.490548528442302
2001-01-01 14.442539530187900
2001-02-01 14.501719450649200
2001-03-01 14.563768651652600
2001-04-01 14.666847415176100
2001-05-01 14.655316500851800
2001-06-01 14.838117703415898
2001-07-01 14.624089747458100
2001-08-01 14.689106929610901
2001-09-01 14.465013687728100
2001-10-01 14.856916868601400
2001-11-01 14.826803709160900
2001-12-01 14.901854432322600
2002-01-01 14.908876735165000
2002-02-01 14.685708811567900
2002-03-01 14.769285222892801
2002-04-01 15.067968547509100
2002-05-01 14.954404371588900
2002-06-01 14.927036981999200
2002-07-01 15.359566339930700
2002-08-01 15.389251107398800
2002-09-01 15.353332241403400
2002-10-01 15.199997264591902
2002-11-01 15.337486802283301
2002-12-01 15.218158612797500
2003-01-01 15.487042571464698
2003-02-01 15.557310897925902
2003-03-01 15.552221298539500
2003-04-01 15.558925830024500
2003-05-01 15.530254636323900
2003-06-01 15.624549900608699
2003-07-01 15.694469141855599
2003-08-01 15.678139214551400
2003-09-01 15.859397620059301
2003-10-01 15.836468142500598
2003-11-01 15.839045397755301
2003-12-01 15.929618832692402
2004-01-01 16.088851703202000
2004-02-01 16.116844363545898
2004-03-01 16.224070188286000
2004-04-01 16.253042457087800
2004-05-01 16.376135858161100
2004-06-01 16.423989281309800
2004-07-01 16.558770409437500
2004-08-01 16.706895704847700
2004-09-01 16.884057528700600
2004-10-01 17.058507354404100
2004-11-01 17.219643533488902
2004-12-01 17.335978751982800
2005-01-01 17.205562923657600
2005-02-01 17.360904997263900
2005-03-01 17.670270173030400
2005-04-01 17.543224378207700
2005-05-01 17.806756480239500
2005-06-01 17.832140579817300
2005-07-01 17.631247215279300
2005-08-01 17.737657840750302
2005-09-01 17.720309398458000
2005-10-01 17.771705456190700
2005-11-01 17.901070018068303
2005-12-01 17.940539670379803
2006-01-01 18.028588413753102
2006-02-01 18.224715318641300
2006-03-01 18.234103121374500
2006-04-01 18.346606025328200
2006-05-01 18.358384436700500
2006-06-01 18.435049074046400
2006-07-01 18.374648471944198
2006-08-01 18.559390494094600
2006-09-01 18.664666624078300
2006-10-01 18.766692729583400
2006-11-01 18.770545785043602
2006-12-01 18.931887828399102
2007-01-01 18.952163868055700
2007-02-01 19.112044641731200
2007-03-01 19.109076397948800
2007-04-01 19.140759907362000
2007-05-01 19.325147763530700
2007-06-01 19.251760501183398
2007-07-01 19.302317538208900
2007-08-01 19.371255911205800
2007-09-01 19.292556805210500
2007-10-01 19.259833631745000
2007-11-01 19.339641178804800
2007-12-01 19.426282086946898
2008-01-01 19.560987061229900
2008-02-01 19.728652077263000
2008-03-01 19.799124184007102
2008-04-01 19.837149367783198
2008-05-01 19.926442892805103
2008-06-01 20.174597877974300
2008-07-01 19.890935186145900
2008-08-01 19.963895830657698
2008-09-01 20.108214996774798
2008-10-01 20.350863199027500
2008-11-01 20.306913175781500
2008-12-01 20.114560292852400
2009-01-01 20.262339269675200
2009-02-01 20.264758641181103
2009-03-01 20.298538241920200
2009-04-01 20.229499756326500
2009-05-01 20.149811881470498
2009-06-01 20.501083356196800
2009-07-01 20.673420726834898
2009-08-01 20.662217970864000
2009-09-01 20.702166182663900
2009-10-01 21.132935762337500
2009-11-01 20.994770272963500
2009-12-01 21.106590287749300
2010-01-01 20.854893176445103
2010-02-01 21.006618231833700
2010-03-01 21.200468834980303
2010-04-01 21.399117270180400
2010-05-01 21.458217370076700
2010-06-01 21.439065351738500
2010-07-01 21.546358823097602
2010-08-01 21.559648315028100
2010-09-01 21.586787871338803
2010-10-01 21.521883618135900
2010-11-01 21.601408907529700
2010-12-01 21.611446853900105
2011-01-01 21.865383686704500
2011-02-01 21.745425715395196
2011-03-01 21.819151850055200
2011-04-01 21.848908576862602
2011-05-01 21.865810840120897
2011-06-01 22.183418458339500
2011-07-01 22.008601929389400
2011-08-01 22.455785419094802
2011-09-01 22.458441764851800
2011-10-01 22.591961687733697
2011-11-01 22.919305394423798
2011-12-01 23.229435922252000
2012-01-01 23.191477968028900
2012-02-01 23.262630764576100
2012-03-01 23.339617794773197
2012-04-01 23.169955613453100
2012-05-01 23.238123307480002
2012-06-01 23.225789139885002
2012-07-01 23.306562017595300
2012-08-01 23.130819275553197
2012-09-01 23.237834401452197
2012-10-01 23.261940032161200
2012-11-01 23.052413055597700
2012-12-01 23.179179393412400
2013-01-01 23.219123261786000
2013-02-01 23.191747784055100
2013-03-01 23.187983633690900
2013-04-01 23.311202726249000
2013-05-01 23.315961808165300
2013-06-01 23.234068218597397
2013-07-01 23.477720473301700
2013-08-01 23.506600338589397
2013-09-01 23.725515791164800
2013-10-01 23.608067207733196
2013-11-01 23.772463044701300
2013-12-01 23.843495319213100
2014-01-01 23.962200053363800
2014-02-01 24.110663750881100
2014-03-01 24.228250146964400
2014-04-01 24.438176917630200
2014-05-01 24.478543757962500
2014-06-01 24.225951368404600
2014-07-01 24.271864394159604
2014-08-01 24.290182947050198
2014-09-01 24.229463641529400
2014-10-01 24.251730931959000
2014-11-01 24.178866990938396
2014-12-01 24.310570734633604
2015-01-01 24.308118310105800
2015-02-01 24.535527853898696
2015-03-01 24.562488134111000
2015-04-01 25.090998401390900
2015-05-01 25.062570536178605
2015-06-01 25.079355910587000
2015-07-01 25.280837010145103
2015-08-01 25.493279345828700
2015-09-01 25.550414597219895
2015-10-01 25.780191478713800
2015-11-01 25.965415639914700
2015-12-01 25.869575781639000
2016-01-01 25.971089464628600
2016-02-01 25.844871809683900
2016-03-01 25.878970750497302
2016-04-01 25.863580905982104
2016-05-01 25.856844073722897
2016-06-01 25.908036929807000
2016-07-01 25.888812820969100
2016-08-01 25.674237142708396
2016-09-01 26.081269563204900
2016-10-01 25.956104748835300
2016-11-01 25.862325541034398
2016-12-01 25.709197901210104
2017-01-01 25.889392632972196
2017-02-01 25.838312909017800
2017-03-01 25.883632248930503
2017-04-01 26.083940328418798
2017-05-01 26.071031465689500
2017-06-01 26.220964499816500
2017-07-01 26.305025540771698
2017-08-01 26.398460810768300
2017-09-01 26.402758154823697
2017-10-01 26.437399533106000
2017-11-01 26.457672693483200
2017-12-01 26.527930159642600
2018-01-01 26.701862627745104
2018-02-01 26.905085693272300
2018-03-01 27.073808068300000
2018-04-01 26.999169173508300
2018-05-01 26.973777937673997
2018-06-01 27.159617605048800
2018-07-01 27.033694747725700
2018-08-01 27.030452307825104
2018-09-01 27.130958270400700
2018-10-01 27.235436061528898
2018-11-01 27.245138017402102
2018-12-01 27.330833654800703
2019-01-01 27.291275609614700
2019-02-01 27.355375828613100
2019-03-01 27.155454853872300
2019-04-01 27.721576969590696
2019-05-01 27.886884885957798
2019-06-01 27.913934514161400
2019-07-01 28.192240066223302
2019-08-01 28.298920159196100
2019-09-01 28.265923125369600
2019-10-01 28.126043804593802
2019-11-01 28.421615441664100
2019-12-01 28.504361813459898
2020-01-01 28.894969794995898
2020-02-01 28.788819289775400
2020-03-01 28.431329078653400
2020-04-01 24.320920394827798
2020-05-01 24.758164484602700
2020-06-01 24.908687674076198
2020-07-01 26.050245067210803
2020-08-01 26.279198919528700
2020-09-01 26.686808285864100
2020-10-01 26.651147962424503
2020-11-01 26.812221130778500
2020-12-01 26.865777728946100
2021-01-01 27.031711039291896
2021-02-01 27.055955468717400
2021-03-01 27.542101683274804
2021-04-01 27.182791860213598
2021-05-01 27.470032591865000
2021-06-01 27.608039301696895
2021-07-01 27.830842698881500
2021-08-01 27.963307023532902
2021-09-01 27.919501906217900
2021-10-01 28.208774407530500
2021-11-01 28.346742218891800
2021-12-01 28.636852343058500
2022-01-01 28.926772930239302
2022-02-01 28.996775174011898
2022-03-01 29.243926837177302
2022-04-01 29.252573880204200
2022-05-01 29.103156096217297
2022-06-01 29.123437893165600
2022-07-01 28.983194072293400
2022-08-01 28.908063448086900
2022-09-01 28.952766850798103
2022-10-01 29.072310080424103
2022-11-01 29.092247854870700
2022-12-01 29.418885967406200
2023-01-01 29.200355240141395
2023-02-01 29.567310703048300
2023-03-01 29.757964300750604
2023-04-01 29.933563030708400
2023-05-01 30.348688715823800
2023-06-01 30.426894182282500
2023-07-01 31.172281226557900
2023-08-01 31.499214000602002
2023-09-01 33.009465948210604
2023-10-01 32.091014159177110
2023-11-01 32.399154476642800
2023-12-01 31.803286641526300
2024-01-01 32.733377651019300
2024-02-01 32.517892427996100
2024-03-01 32.355013046769600
2024-04-01 32.677370696344700
2024-05-01 32.463431305296900
2024-06-01 31.242086453768900
2024-07-01 30.662015936947302
2024-08-01 31.085145183800800

Subscribe to the FRED newsletter


Follow us

Back to Top