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 2024-10-01
Last Updated 2024-11-20 4:38 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 25.723451527417500
1990-02-01 25.884587651847500
1990-03-01 25.996047348050000
1990-04-01 25.868292586712602
1990-05-01 26.012369018069200
1990-06-01 26.046086790608600
1990-07-01 26.084633619002900
1990-08-01 26.239124149250003
1990-09-01 26.299425079527897
1990-10-01 26.285843232864200
1990-11-01 26.405601255290197
1990-12-01 26.437891882200304
1991-01-01 26.636380290346900
1991-02-01 26.684405060620400
1991-03-01 26.599558820030104
1991-04-01 26.870833177406897
1991-05-01 27.019570720532500
1991-06-01 27.146875375742997
1991-07-01 27.182953448575603
1991-08-01 27.339683769092396
1991-09-01 27.396390466871900
1991-10-01 27.478157239669198
1991-11-01 27.500753339806600
1991-12-01 27.721440220727402
1992-01-01 28.358415540185298
1992-02-01 28.389390574157500
1992-03-01 28.606890035139800
1992-04-01 28.771084739432300
1992-05-01 28.931128436161000
1992-06-01 29.042594272819200
1992-07-01 29.278402342084900
1992-08-01 29.345934891349900
1992-09-01 29.497255218664797
1992-10-01 29.961567160155802
1992-11-01 30.094833437668800
1992-12-01 30.188037564161600
1993-01-01 30.391655348371000
1993-02-01 30.493768224143300
1993-03-01 30.610363200519300
1993-04-01 30.762380963325800
1993-05-01 30.833818670321804
1993-06-01 31.029017304738396
1993-07-01 31.272949955117200
1993-08-01 31.467321983070900
1993-09-01 31.602600922880500
1993-10-01 31.755850078336703
1993-11-01 31.902006502995402
1993-12-01 31.968810360318102
1994-01-01 32.022452611283605
1994-02-01 32.286839542197200
1994-03-01 32.206807712400500
1994-04-01 32.544369081794700
1994-05-01 32.723730182259004
1994-06-01 32.908900975486900
1994-07-01 32.866618621616205
1994-08-01 33.295784194415100
1994-09-01 33.615958646448200
1994-10-01 33.062983031423400
1994-11-01 33.223967490107000
1994-12-01 33.458747317280896
1995-01-01 33.556338098432300
1995-02-01 33.767537510795400
1995-03-01 34.000631907505900
1995-04-01 33.919479879685504
1995-05-01 34.193874408066000
1995-06-01 34.486175823323500
1995-07-01 34.459900133489300
1995-08-01 34.624510563546200
1995-09-01 34.734031790429505
1995-10-01 34.883657415749100
1995-11-01 34.949461637412400
1995-12-01 35.156458522505600
1996-01-01 35.280152724270394
1996-02-01 35.348208427226500
1996-03-01 35.492376216773600
1996-04-01 35.694743548199000
1996-05-01 35.859475402092600
1996-06-01 36.063778283641100
1996-07-01 35.755502028665000
1996-08-01 36.236301843375900
1996-09-01 36.459816343024100
1996-10-01 36.407077516859005
1996-11-01 36.674665390991500
1996-12-01 36.760742451754105
1997-01-01 36.891278564072600
1997-02-01 36.941157727869790
1997-03-01 36.890636277594000
1997-04-01 36.769554688205204
1997-05-01 36.728449011717500
1997-06-01 36.447738594037000
1997-07-01 36.350315451985004
1997-08-01 36.041479003834205
1997-09-01 35.879043585093000
1997-10-01 35.728492815829200
1997-11-01 35.394761479988800
1997-12-01 35.494817390035800
1998-01-01 35.870639449548800
1998-02-01 35.834398770368790
1998-03-01 36.284712153005100
1998-04-01 36.355953981083200
1998-05-01 36.317618751934000
1998-06-01 35.944338153059796
1998-07-01 35.943377974842800
1998-08-01 35.831341110692800
1998-09-01 35.690319899637100
1998-10-01 35.140381517690800
1998-11-01 35.092657337571300
1998-12-01 35.117301127668600
1999-01-01 34.853358533309200
1999-02-01 35.037984088066600
1999-03-01 34.982221867155200
1999-04-01 35.551801287586300
1999-05-01 35.520332400011704
1999-06-01 35.548448763363500
1999-07-01 35.337995164647296
1999-08-01 35.615811352753700
1999-09-01 35.584020814581400
1999-10-01 35.646834142826600
1999-11-01 35.687890844575900
1999-12-01 35.624214271298900
2000-01-01 35.751164863813600
2000-02-01 35.853318278600796
2000-03-01 35.578122508259796
2000-04-01 36.256377803056600
2000-05-01 36.432807101806400
2000-06-01 36.849207539150500
2000-07-01 36.730376612633500
2000-08-01 36.899231251529706
2000-09-01 37.079422446332394
2000-10-01 37.244087904753300
2000-11-01 37.282853229069600
2000-12-01 37.425156860617210
2001-01-01 37.557729809667600
2001-02-01 37.570183153233500
2001-03-01 37.672610316417206
2001-04-01 37.657080662597100
2001-05-01 37.741418854285000
2001-06-01 37.951333695842294
2001-07-01 38.123786432785900
2001-08-01 38.495125041745100
2001-09-01 38.471242681846600
2001-10-01 38.639858454769204
2001-11-01 38.985225234627400
2001-12-01 39.133563058014900
2002-01-01 39.264175334259896
2002-02-01 39.376488886410500
2002-03-01 39.559931182282000
2002-04-01 39.757235631097100
2002-05-01 39.936617407855700
2002-06-01 40.054426126155500
2002-07-01 40.319218593987706
2002-08-01 40.497353997227900
2002-09-01 40.673168256875600
2002-10-01 40.635014076796700
2002-11-01 40.789085668694604
2002-12-01 40.941659759770005
2003-01-01 41.583305320379400
2003-02-01 41.678179778061000
2003-03-01 41.547432860694100
2003-04-01 42.048175308463000
2003-05-01 41.915468394737200
2003-06-01 41.964545095121900
2003-07-01 41.924676407261900
2003-08-01 41.799658150066500
2003-09-01 41.783011339491790
2003-10-01 41.927118693330705
2003-11-01 41.798641573695000
2003-12-01 41.947878487568700
2004-01-01 42.090599268564100
2004-02-01 42.269781446109400
2004-03-01 42.338408307876500
2004-04-01 42.333644406580700
2004-05-01 42.291880373009300
2004-06-01 42.374726891997300
2004-07-01 42.541429853798796
2004-08-01 42.599399623932400
2004-09-01 42.805410467086500
2004-10-01 42.910728970874600
2004-11-01 43.099325022737000
2004-12-01 43.050406470964000
2005-01-01 42.995332927991804
2005-02-01 43.462169517178710
2005-03-01 43.334065713385705
2005-04-01 43.422484714448200
2005-05-01 43.582335977984900
2005-06-01 43.590653067606105
2005-07-01 43.560453335123206
2005-08-01 43.694197482327795
2005-09-01 43.727724717148800
2005-10-01 43.390673776888400
2005-11-01 43.587263472471200
2005-12-01 43.653837195255700
2006-01-01 43.584355712587794
2006-02-01 43.652284080263500
2006-03-01 43.839677076838000
2006-04-01 44.021128524507800
2006-05-01 44.286033638980100
2006-06-01 44.409949792685700
2006-07-01 44.473138815885500
2006-08-01 44.681123152248404
2006-09-01 44.748045322755790
2006-10-01 45.079827229583210
2006-11-01 45.163650211154500
2006-12-01 45.447390452375500
2007-01-01 45.572535495629300
2007-02-01 45.747384692665210
2007-03-01 45.950038020439700
2007-04-01 46.125833347352895
2007-05-01 46.199441338831210
2007-06-01 46.337440698791200
2007-07-01 46.771208098043200
2007-08-01 46.663688841632000
2007-09-01 46.865217464508600
2007-10-01 47.077806762523700
2007-11-01 47.343065682650604
2007-12-01 47.544187133430206
2008-01-01 47.752655136053110
2008-02-01 48.239457025308500
2008-03-01 47.862598851238100
2008-04-01 48.124049889833710
2008-05-01 48.217437848221600
2008-06-01 48.463841914158200
2008-07-01 48.658586004566494
2008-08-01 48.954494801066296
2008-09-01 49.172354068768400
2008-10-01 49.386879394095790
2008-11-01 49.530103983108400
2008-12-01 49.252496378657796
2009-01-01 49.633584710922800
2009-02-01 49.719453208458900
2009-03-01 49.573291247250900
2009-04-01 50.011603861710500
2009-05-01 50.238966410637104
2009-06-01 50.381930252020000
2009-07-01 50.547779249284800
2009-08-01 50.656530213001204
2009-09-01 50.671282991432400
2009-10-01 50.796691849039710
2009-11-01 51.012617553661500
2009-12-01 51.162467003840600
2010-01-01 51.427513836975095
2010-02-01 51.608820079259610
2010-03-01 51.798677036776700
2010-04-01 51.884530883815500
2010-05-01 52.139956103720294
2010-06-01 52.296304885073795
2010-07-01 52.647834529747000
2010-08-01 52.760741640812400
2010-09-01 52.963239712056600
2010-10-01 53.109829952749800
2010-11-01 53.186989608382206
2010-12-01 53.356146620971700
2011-01-01 53.952926719996900
2011-02-01 54.106985738948296
2011-03-01 54.324941374139605
2011-04-01 54.457414039177294
2011-05-01 54.524636732094300
2011-06-01 54.706490484837210
2011-07-01 54.856945530109500
2011-08-01 55.072745753215200
2011-09-01 55.361926060619600
2011-10-01 55.399610031110500
2011-11-01 55.263204480247204
2011-12-01 55.736049934021900
2012-01-01 55.988958324683000
2012-02-01 56.214365956537506
2012-03-01 56.355109024864000
2012-04-01 56.627582901833705
2012-05-01 56.699995628176005
2012-06-01 57.025273894387800
2012-07-01 56.962622716263200
2012-08-01 57.090274262181396
2012-09-01 57.061329709256200
2012-10-01 57.376855719989390
2012-11-01 57.634016628459800
2012-12-01 58.018433925727905
2013-01-01 57.730208859625300
2013-02-01 57.817519572567100
2013-03-01 57.978489139813900
2013-04-01 58.407080950572700
2013-05-01 58.686452423165505
2013-06-01 58.837732315794400
2013-07-01 58.964053763727996
2013-08-01 59.506828299265300
2013-09-01 59.865029597878400
2013-10-01 60.036838831718100
2013-11-01 60.510624849996700
2013-12-01 60.802328076659200
2014-01-01 60.870491521322300
2014-02-01 61.330075473300700
2014-03-01 61.714171272508200
2014-04-01 61.896471815594104
2014-05-01 62.367457642106800
2014-06-01 62.659168099784100
2014-07-01 62.753614126650895
2014-08-01 63.404650679050210
2014-09-01 63.866948473840500
2014-10-01 64.398239167177200
2014-11-01 64.693332064886290
2014-12-01 65.086308075499290
2015-01-01 65.518284195985700
2015-02-01 65.839499555933500
2015-03-01 66.134783551559700
2015-04-01 66.507813225386710
2015-05-01 66.862574905922300
2015-06-01 67.068648580081700
2015-07-01 67.540923768831100
2015-08-01 67.685814196470200
2015-09-01 67.864927435377800
2015-10-01 68.362687014068900
2015-11-01 68.603661335826200
2015-12-01 68.772512928002000
2016-01-01 69.240965208646100
2016-02-01 69.544098943740510
2016-03-01 69.842690281666790
2016-04-01 70.231980065372000
2016-05-01 70.172817546361500
2016-06-01 70.474099579730590
2016-07-01 70.737591125722700
2016-08-01 70.855968560541500
2016-09-01 71.262111804880700
2016-10-01 71.241176194769900
2016-11-01 71.417984895989290
2016-12-01 72.062725104130790
2017-01-01 72.046094305711790
2017-02-01 71.826321888161700
2017-03-01 72.532528646571210
2017-04-01 72.857375373236000
2017-05-01 73.305722907595500
2017-06-01 73.469452424951200
2017-07-01 73.671313018597500
2017-08-01 73.926647020048290
2017-09-01 74.479366289944900
2017-10-01 74.321605317733910
2017-11-01 74.515831356120200
2017-12-01 74.631015663204690
2018-01-01 74.743406910953210
2018-02-01 74.895801264771500
2018-03-01 75.119333967758210
2018-04-01 75.275674525474300
2018-05-01 75.530773881414790
2018-06-01 75.877286365167410
2018-07-01 76.021823485134010
2018-08-01 76.328540862321920
2018-09-01 76.319043811193300
2018-10-01 76.401271801560100
2018-11-01 76.489545969878700
2018-12-01 76.699707309250000
2019-01-01 76.734319598629300
2019-02-01 76.857958771408200
2019-03-01 77.089666748749900
2019-04-01 76.978789814931200
2019-05-01 77.232470880299090
2019-06-01 77.482483844784100
2019-07-01 77.696541827213300
2019-08-01 78.065398055913700
2019-09-01 77.886136677007200
2019-10-01 77.676444068143080
2019-11-01 77.656767217914200
2019-12-01 77.679256630437210
2020-01-01 78.019067939023800
2020-02-01 77.920037796581200
2020-03-01 77.463619578526200
2020-04-01 63.660142742667300
2020-05-01 70.792071371665300
2020-06-01 73.271696491129090
2020-07-01 74.753593170704290
2020-08-01 75.642820035062000
2020-09-01 76.063100428874100
2020-10-01 76.854154790793420
2020-11-01 77.535362092327090
2020-12-01 78.194317343470700
2021-01-01 78.492452756110000
2021-02-01 78.982029443751400
2021-03-01 79.153856594807300
2021-04-01 79.288294074816400
2021-05-01 79.316409869228100
2021-06-01 79.567482449504600
2021-07-01 79.939903824314500
2021-08-01 79.725675629160400
2021-09-01 79.555229465634700
2021-10-01 80.231568053342500
2021-11-01 80.318899301457590
2021-12-01 80.301267063173500
2022-01-01 80.487410867576800
2022-02-01 80.348875725625800
2022-03-01 80.657333853244200
2022-04-01 81.110945653258100
2022-05-01 80.826318391844410
2022-06-01 80.436639665836100
2022-07-01 80.690700165196800
2022-08-01 80.708350261494200
2022-09-01 80.721768357099100
2022-10-01 81.730292449903400
2022-11-01 81.822627692925410
2022-12-01 81.724962574975100
2023-01-01 81.781067276130300
2023-02-01 81.933272432215590
2023-03-01 82.065097846930910
2023-04-01 82.441146463749700
2023-05-01 82.839161909673100
2023-06-01 83.299989189994100
2023-07-01 82.941906657683590
2023-08-01 83.160853965147500
2023-09-01 83.169969222587200
2023-10-01 83.746155227793600
2023-11-01 82.435482056074190
2023-12-01 82.838771146201410
2024-01-01 83.288748921051210
2024-02-01 84.224939869399700
2024-03-01 83.875438316465000
2024-04-01 85.285172090357290
2024-05-01 84.479101506107800
2024-06-01 84.870034657180080
2024-07-01 85.069023224504500
2024-08-01 85.487466577381000
2024-09-01 86.107143769696110
2024-10-01 86.258640776052490

Subscribe to the FRED newsletter


Follow us

Back to Top