Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197406562100001SA
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 2024-09-01
Last Updated 2024-10-23 4:22 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 25.720702673946700
1990-02-01 25.882894512487700
1990-03-01 25.995117289976300
1990-04-01 25.866757752939800
1990-05-01 26.012814804360900
1990-06-01 26.047187580963200
1990-07-01 26.086104117050300
1990-08-01 26.241054534713100
1990-09-01 26.296388443488300
1990-10-01 26.285660185663400
1990-11-01 26.407016736689500
1990-12-01 26.441287516517100
1991-01-01 26.633918465506100
1991-02-01 26.682869802290696
1991-03-01 26.598514140000500
1991-04-01 26.869429102045200
1991-05-01 27.019913026279500
1991-06-01 27.147921889204397
1991-07-01 27.184504530000602
1991-08-01 27.341381098115200
1991-09-01 27.393556705603498
1991-10-01 27.477792426069100
1991-11-01 27.501943602610503
1991-12-01 27.724566729697600
1992-01-01 28.356475844209400
1992-02-01 28.388123275330300
1992-03-01 28.605789661265500
1992-04-01 28.770020153312398
1992-05-01 28.931291404401303
1992-06-01 29.043339209037400
1992-07-01 29.280035321419398
1992-08-01 29.347413282981100
1992-09-01 29.494551239840497
1992-10-01 29.960968606997800
1992-11-01 30.095813007864500
1992-12-01 30.190985294537697
1993-01-01 30.390216556245200
1993-02-01 30.492940315455698
1993-03-01 30.609308048631700
1993-04-01 30.761661874789200
1993-05-01 30.833925157669600
1993-06-01 31.029548597229700
1993-07-01 31.273740956602396
1993-08-01 31.468880629063100
1993-09-01 31.600094701515500
1993-10-01 31.755122468854800
1993-11-01 31.902749230695300
1993-12-01 31.971294995673100
1994-01-01 32.022099211229204
1994-02-01 32.286683743192400
1994-03-01 32.205983654829800
1994-04-01 32.543716932847000
1994-05-01 32.723649257111000
1994-06-01 32.908950917297304
1994-07-01 32.865885976191000
1994-08-01 33.296959640334100
1994-09-01 33.614291951766300
1994-10-01 33.062496304818396
1994-11-01 33.224737595224106
1994-12-01 33.461182697073000
1995-01-01 33.557047961665500
1995-02-01 33.768552959231700
1995-03-01 33.999994070948894
1995-04-01 33.917601716119900
1995-05-01 34.193579791385900
1995-06-01 34.485868648713900
1995-07-01 34.457239272883704
1995-08-01 34.625100936345300
1995-09-01 34.733370099451700
1995-10-01 34.883709907229196
1995-11-01 34.950596706447200
1995-12-01 35.159042581118900
1996-01-01 35.282268970548294
1996-02-01 35.350671586976900
1996-03-01 35.493062337297395
1996-04-01 35.690014992889500
1996-05-01 35.858277816360996
1996-06-01 36.062836395048600
1996-07-01 35.751174025297900
1996-08-01 36.236144037038606
1996-09-01 36.460153438540600
1996-10-01 36.407996179203700
1996-11-01 36.676543943351300
1996-12-01 36.764188331215294
1997-01-01 36.894363941273205
1997-02-01 36.945047792401000
1997-03-01 36.892127028192400
1997-04-01 36.762089713610500
1997-05-01 36.726088775003795
1997-06-01 36.446605158622106
1997-07-01 36.344678062923000
1997-08-01 36.041287818229900
1997-09-01 35.879589763713795
1997-10-01 35.730020888348300
1997-11-01 35.397210741428500
1997-12-01 35.498715890189790
1998-01-01 35.874345494421300
1998-02-01 35.838799863498100
1998-03-01 36.286862787216290
1998-04-01 36.347042690341794
1998-05-01 36.314019830190200
1998-06-01 35.942807075206900
1998-07-01 35.937916542983100
1998-08-01 35.831059043025796
1998-09-01 35.691086960480600
1998-10-01 35.142396947367104
1998-11-01 35.095380823874194
1998-12-01 35.121357642807496
1999-01-01 34.857038275169394
1999-02-01 35.042317023158496
1999-03-01 34.983666245803796
1999-04-01 35.543137527427300
1999-05-01 35.516334775524705
1999-06-01 35.546834847068400
1999-07-01 35.333614757255400
1999-08-01 35.615372122295604
1999-09-01 35.585404584877000
1999-10-01 35.648912221360895
1999-11-01 35.690556532175000
1999-12-01 35.628132798654900
2000-01-01 35.754023297188600
2000-02-01 35.856690209948894
2000-03-01 35.579413078658796
2000-04-01 36.248666489880500
2000-05-01 36.428740838036700
2000-06-01 36.847388282102300
2000-07-01 36.727361619610290
2000-08-01 36.898971078727705
2000-09-01 37.081862979757700
2000-10-01 37.245704713913604
2000-11-01 37.285270564015605
2000-12-01 37.428867117118700
2001-01-01 37.559202053531790
2001-02-01 37.571984156506794
2001-03-01 37.672593772063200
2001-04-01 37.651731748179800
2001-05-01 37.738075578630900
2001-06-01 37.949784091723000
2001-07-01 38.121749694337500
2001-08-01 38.495385325261296
2001-09-01 38.474809064806706
2001-10-01 38.640711410421500
2001-11-01 38.987275711401790
2001-12-01 39.137026643719700
2002-01-01 39.263828252075600
2002-02-01 39.376127037157104
2002-03-01 39.559083952225706
2002-04-01 39.754328755140000
2002-05-01 39.934161270394400
2002-06-01 40.053031686110295
2002-07-01 40.318059843491700
2002-08-01 40.497692347416000
2002-09-01 40.678585153883795
2002-10-01 40.635183963258100
2002-11-01 40.790361807283700
2002-12-01 40.944677511922900
2003-01-01 41.581581863453400
2003-02-01 41.676251067559704
2003-03-01 41.545754298495900
2003-04-01 42.046866486768100
2003-05-01 41.914037031814000
2003-06-01 41.963468140356895
2003-07-01 41.924206223288600
2003-08-01 41.799712387330200
2003-09-01 41.789730204503500
2003-10-01 41.927083946759500
2003-11-01 41.799184655513100
2003-12-01 41.950322015909900
2004-01-01 42.087994853557895
2004-02-01 42.266994928427295
2004-03-01 42.337317425645600
2004-04-01 42.332606962448295
2004-05-01 42.290967873849400
2004-06-01 42.374027885567200
2004-07-01 42.541119769337200
2004-08-01 42.599242233870800
2004-09-01 42.813003867148794
2004-10-01 42.910649651023704
2004-11-01 43.099191061560000
2004-12-01 43.051921866743605
2005-01-01 42.992997081492700
2005-02-01 43.459333262688000
2005-03-01 43.333030148037395
2005-04-01 43.421746671691295
2005-05-01 43.581711719603900
2005-06-01 43.590211091093700
2005-07-01 43.560175447678795
2005-08-01 43.694057028079904
2005-09-01 43.734531037526500
2005-10-01 43.391011738276994
2005-11-01 43.586898829436905
2005-12-01 43.654469329023100
2006-01-01 43.582576575902300
2006-02-01 43.649783236737300
2006-03-01 43.838814756133790
2006-04-01 44.020654346260800
2006-05-01 44.285643794963400
2006-06-01 44.409725129158900
2006-07-01 44.472796968140000
2006-08-01 44.680774914589996
2006-09-01 44.753867791729200
2006-10-01 45.080564897101600
2006-11-01 45.163004807974700
2006-12-01 45.447098095775500
2007-01-01 45.571565847656200
2007-02-01 45.745436378762996
2007-03-01 45.949197308701706
2007-04-01 46.125603698457205
2007-05-01 46.199298264464105
2007-06-01 46.337349517275290
2007-07-01 46.770952264653104
2007-08-01 46.663429055700900
2007-09-01 46.869162156067600
2007-10-01 47.078817955901200
2007-11-01 47.342614749525700
2007-12-01 47.543617940544100
2008-01-01 47.751979290764800
2008-02-01 48.238060103752794
2008-03-01 47.861866974889004
2008-04-01 48.124006382396600
2008-05-01 48.217468924692795
2008-06-01 48.463882753910205
2008-07-01 48.658472807029700
2008-08-01 48.954480331403500
2008-09-01 49.174566917789896
2008-10-01 49.387534959439300
2008-11-01 49.529958546660396
2008-12-01 49.251947931444796
2009-01-01 49.633259021391204
2009-02-01 49.718601700528204
2009-03-01 49.572658885246200
2009-04-01 50.011677500203300
2009-05-01 50.239069414421610
2009-06-01 50.382030603545700
2009-07-01 50.547876960732790
2009-08-01 50.656873430391290
2009-09-01 50.671702267897800
2009-10-01 50.797029717178106
2009-11-01 51.012856552397004
2009-12-01 51.162120046270400
2010-01-01 51.427353775836000
2010-02-01 51.608344904136494
2010-03-01 51.798263107063896
2010-04-01 51.884599213751294
2010-05-01 52.140064642869795
2010-06-01 52.296421660971404
2010-07-01 52.647929951522900
2010-08-01 52.760890621872900
2010-09-01 52.963399147899295
2010-10-01 53.109932130501210
2010-11-01 53.187147668460700
2010-12-01 53.355924851213600
2011-01-01 53.952862673936000
2011-02-01 54.106767957166795
2011-03-01 54.324717554747200
2011-04-01 54.457463526294404
2011-05-01 54.524700890443896
2011-06-01 54.706553468686200
2011-07-01 54.857071421278300
2011-08-01 55.072802775341100
2011-09-01 55.361994497033900
2011-10-01 55.399623363653795
2011-11-01 55.263320130099494
2011-12-01 55.735869690015200
2012-01-01 55.988843775499404
2012-02-01 56.214314377836104
2012-03-01 56.355028236581894
2012-04-01 56.627595246339396
2012-05-01 56.700026166027000
2012-06-01 57.025294998100605
2012-07-01 56.962744105660400
2012-08-01 57.090288219845200
2012-09-01 57.061546909027210
2012-10-01 57.376824943485600
2012-11-01 57.634036781729000
2012-12-01 58.018272549349300
2013-01-01 57.729998760635900
2013-02-01 57.817372350936296
2013-03-01 57.978367782374704
2013-04-01 58.407456889341795
2013-05-01 58.686396167066896
2013-06-01 58.837718045620896
2013-07-01 58.964217030904210
2013-08-01 59.506863742255106
2013-09-01 59.865454889812206
2013-10-01 60.036802782773000
2013-11-01 60.510518381120100
2013-12-01 60.801873363502210
2014-01-01 60.870255555133106
2014-02-01 61.329484882450800
2014-03-01 61.714085563314704
2014-04-01 61.897383415636206
2014-05-01 62.367403060332100
2014-06-01 62.659224016680206
2014-07-01 62.753996304527100
2014-08-01 63.405004311816796
2014-09-01 63.867870981623000
2014-10-01 64.398311288099210
2014-11-01 64.692777913371500
2014-12-01 65.084772043177000
2015-01-01 65.517180247544700
2015-02-01 65.837931523207100
2015-03-01 66.134870625487000
2015-04-01 66.509950456848200
2015-05-01 66.863237622197100
2015-06-01 67.069324757828210
2015-07-01 67.541910815775900
2015-08-01 67.687230134118010
2015-09-01 67.866583916946600
2015-10-01 68.362806421790200
2015-11-01 68.601788859642900
2015-12-01 68.768600477797290
2016-01-01 69.237524127614300
2016-02-01 69.539976557658900
2016-03-01 69.841663441074100
2016-04-01 70.240899139615210
2016-05-01 70.173936499415900
2016-06-01 70.475160718510710
2016-07-01 70.739265133572200
2016-08-01 70.861321503836300
2016-09-01 71.264040719516590
2016-10-01 71.240972398257300
2016-11-01 71.415464281284300
2016-12-01 72.057838203330790
2017-01-01 72.028780692603500
2017-02-01 71.818152490980210
2017-03-01 72.533103735654490
2017-04-01 72.875331635381000
2017-05-01 73.309648104665200
2017-06-01 73.472906946502190
2017-07-01 73.679170728243290
2017-08-01 73.936460120789090
2017-09-01 74.481016704653400
2017-10-01 74.319509762843600
2017-11-01 74.509937255676790
2017-12-01 74.621870602134500
2018-01-01 74.708553326456700
2018-02-01 74.881552960032300
2018-03-01 75.120822133805200
2018-04-01 75.303327542081790
2018-05-01 75.540702377005500
2018-06-01 75.888218086277800
2018-07-01 76.039397269497200
2018-08-01 76.345131778930210
2018-09-01 76.325337764185290
2018-10-01 76.392819522932600
2018-11-01 76.475284207428400
2018-12-01 76.682155967236700
2019-01-01 76.678228533805800
2019-02-01 76.836523975625800
2019-03-01 77.091181386294210
2019-04-01 77.010633385204300
2019-05-01 77.248652068630200
2019-06-01 77.513749663886000
2019-07-01 77.728175934881800
2019-08-01 78.101188981019090
2019-09-01 77.905254358761800
2019-10-01 77.641617660923000
2019-11-01 77.623902086327900
2019-12-01 77.648247050917090
2020-01-01 77.951515677891500
2020-02-01 77.891559044440000
2020-03-01 77.462407075335100
2020-04-01 63.689714424187400
2020-05-01 70.814410263097910
2020-06-01 73.316510937454410
2020-07-01 74.799380417180700
2020-08-01 75.700257680843200
2020-09-01 76.096491337795100
2020-10-01 76.792612906391410
2020-11-01 77.481823791134700
2020-12-01 78.149261586938800
2021-01-01 78.415003583640090
2021-02-01 78.947885703157000
2021-03-01 79.151236483552000
2021-04-01 79.324291324503400
2021-05-01 79.348306734616910
2021-06-01 79.630920345749600
2021-07-01 80.006329012003700
2021-08-01 79.809142235281000
2021-09-01 79.604756769791490
2021-10-01 80.140389338444100
2021-11-01 80.242876976379400
2021-12-01 80.240598528823800
2022-01-01 80.412750759599090
2022-02-01 80.307184304011800
2022-03-01 80.651870669326910
2022-04-01 81.145915741445000
2022-05-01 80.866343174368810
2022-06-01 80.503892856066200
2022-07-01 80.770708394558710
2022-08-01 80.808568348951410
2022-09-01 80.789416295376000
2022-10-01 81.617227584414700
2022-11-01 81.730971966886400
2022-12-01 81.651910766328300
2023-01-01 81.712674931440000
2023-02-01 81.884572968625200
2023-03-01 82.056693514129000
2023-04-01 82.473459162191590
2023-05-01 82.881401681395900
2023-06-01 83.373563171975590
2023-07-01 83.031022908809400
2023-08-01 83.281087753201700
2023-09-01 83.256019914488090
2023-10-01 83.605625601949700
2023-11-01 82.334184646807200
2023-12-01 82.759095559664700
2024-01-01 83.230571625186910
2024-02-01 84.169045669126200
2024-03-01 83.865064287482600
2024-04-01 85.321535861947500
2024-05-01 84.524830863838800
2024-06-01 84.937180305645800
2024-07-01 85.165159737233500
2024-08-01 85.619918015311500
2024-09-01 86.207012283483900

Subscribe to the FRED newsletter


Follow us

Back to Top