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 2024-08-01
Last Updated 2024-09-21 4:30 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 25.720837454469700
1990-02-01 25.883012693109500
1990-03-01 25.995130392240600
1990-04-01 25.866796909703000
1990-05-01 26.012855146536400
1990-06-01 26.047191561442700
1990-07-01 26.086082727786300
1990-08-01 26.241017639812497
1990-09-01 26.296360087720000
1990-10-01 26.285604529676500
1990-11-01 26.406927115046603
1990-12-01 26.441182312708000
1991-01-01 26.634044639963100
1991-02-01 26.682982381510700
1991-03-01 26.598534052288400
1991-04-01 26.869467876523398
1991-05-01 27.019950763102198
1991-06-01 27.147923220672500
1991-07-01 27.184483261186000
1991-08-01 27.341344203992100
1991-09-01 27.393531422097997
1991-10-01 27.477743774617400
1991-11-01 27.501862978216700
1991-12-01 27.724471460529800
1992-01-01 28.356584352037302
1992-02-01 28.388220401840602
1992-03-01 28.605820229984000
1992-04-01 28.770060665008604
1992-05-01 28.931321251800604
1992-06-01 29.043335964408500
1992-07-01 29.280015023069000
1992-08-01 29.347376477705400
1992-09-01 29.494530835116300
1992-10-01 29.960930300594100
1992-11-01 30.095742841465900
1992-12-01 30.190898589005602
1993-01-01 30.390309057978200
1993-02-01 30.493017742806202
1993-03-01 30.609348384365300
1993-04-01 30.761700231384100
1993-05-01 30.833944650540400
1993-06-01 31.029538526203400
1993-07-01 31.273728499045400
1993-08-01 31.468840019644198
1993-09-01 31.600075214391500
1993-10-01 31.755098542831803
1993-11-01 31.902693138183400
1993-12-01 31.971234231965198
1994-01-01 32.022159323016800
1994-02-01 32.286739152214500
1994-03-01 32.206032287762800
1994-04-01 32.543758287080000
1994-05-01 32.723660094462600
1994-06-01 32.908938617213100
1994-07-01 32.865885053880504
1994-08-01 33.296916887534400
1994-09-01 33.614264827911400
1994-10-01 33.062476997223705
1994-11-01 33.224691478033500
1994-12-01 33.461114500460600
1995-01-01 33.557110347730700
1995-02-01 33.768600006062700
1995-03-01 34.000058405745700
1995-04-01 33.917644304372200
1995-05-01 34.193589579577306
1995-06-01 34.485854835344895
1995-07-01 34.457248368801500
1995-08-01 34.625048817981700
1995-09-01 34.733319276036000
1995-10-01 34.883694832022100
1995-11-01 34.950554035301800
1995-12-01 35.158960194248700
1996-01-01 35.282351170016106
1996-02-01 35.350716302633400
1996-03-01 35.493138049923200
1996-04-01 35.690066220755796
1996-05-01 35.858290761432706
1996-06-01 36.062823794078604
1996-07-01 35.751187400423100
1996-08-01 36.236084362284600
1996-09-01 36.460076851646900
1996-10-01 36.407976876851700
1996-11-01 36.676497876117600
1996-12-01 36.764068884774300
1997-01-01 36.894498777577000
1997-02-01 36.945107556217300
1997-03-01 36.892192608032204
1997-04-01 36.762150044491100
1997-05-01 36.726108811834100
1997-06-01 36.446589895559605
1997-07-01 36.344689071796104
1997-08-01 36.041221676949300
1997-09-01 35.879498675045100
1997-10-01 35.730004949010600
1997-11-01 35.397167638340996
1997-12-01 35.498601680719396
1998-01-01 35.874497267038100
1998-02-01 35.838864870224000
1998-03-01 36.286898210460210
1998-04-01 36.347104216401000
1998-05-01 36.314043005101700
1998-06-01 35.942793640345400
1998-07-01 35.937919892099600
1998-08-01 35.830996837129100
1998-09-01 35.691002257590500
1998-10-01 35.142379901481900
1998-11-01 35.095347332483200
1998-12-01 35.121253125005396
1999-01-01 34.857190460192700
1999-02-01 35.042381385319900
1999-03-01 34.983667815586400
1999-04-01 35.543190100946300
1999-05-01 35.516357777833704
1999-06-01 35.546820287345100
1999-07-01 35.333610570672896
1999-08-01 35.615318652597000
1999-09-01 35.585335207932700
1999-10-01 35.648905428198496
1999-11-01 35.690539187774704
1999-12-01 35.628067950364300
2000-01-01 35.754146887876296
2000-02-01 35.856738692937200
2000-03-01 35.579383866000704
2000-04-01 36.248704805797900
2000-05-01 36.428758387914904
2000-06-01 36.847375632653900
2000-07-01 36.727355184753400
2000-08-01 36.898932997705900
2000-09-01 37.081820630838500
2000-10-01 37.245703135099504
2000-11-01 37.285267926075704
2000-12-01 37.428843228925200
2001-01-01 37.559281943998400
2001-02-01 37.572018653855096
2001-03-01 37.672533667400710
2001-04-01 37.651757661316400
2001-05-01 37.738088191336296
2001-06-01 37.949773452550700
2001-07-01 38.121747299443400
2001-08-01 38.495364108033210
2001-09-01 38.474790968562200
2001-10-01 38.640716051283704
2001-11-01 38.987282630992900
2001-12-01 39.137042272369900
2002-01-01 39.263854224697700
2002-02-01 39.376141839548396
2002-03-01 39.559021727471000
2002-04-01 39.754340202551600
2002-05-01 39.934166644661900
2002-06-01 40.053028121626795
2002-07-01 40.318063556486600
2002-08-01 40.497685086892400
2002-09-01 40.678587905432200
2002-10-01 40.635187785667000
2002-11-01 40.790370593825000
2002-12-01 40.944694545135500
2003-01-01 41.581583463554395
2003-02-01 41.676253685374000
2003-03-01 41.545711719780900
2003-04-01 42.046867661147000
2003-05-01 41.914038947778100
2003-06-01 41.963467593959706
2003-07-01 41.924211415133210
2003-08-01 41.799712747562900
2003-09-01 41.789736566089700
2003-10-01 41.927089356984794
2003-11-01 41.799191995169394
2003-12-01 41.950334433973495
2004-01-01 42.087987636258400
2004-02-01 42.266987236518105
2004-03-01 42.337301963872000
2004-04-01 42.332601987474796
2004-05-01 42.290967118628200
2004-06-01 42.374028520216704
2004-07-01 42.541124876628790
2004-08-01 42.599243945496504
2004-09-01 42.813008959633800
2004-10-01 42.910654551437900
2004-11-01 43.099194610390100
2004-12-01 43.051928952326300
2005-01-01 42.992990813308495
2005-02-01 43.459327938570900
2005-03-01 43.333020824500000
2005-04-01 43.421744647837800
2005-05-01 43.581711717182400
2005-06-01 43.590211288102000
2005-07-01 43.560177758103200
2005-08-01 43.694059251287406
2005-09-01 43.734533848265600
2005-10-01 43.391014690896600
2005-11-01 43.586900750940200
2005-12-01 43.654473264837996
2006-01-01 43.582572459774400
2006-02-01 43.649779831275000
2006-03-01 43.838810114128400
2006-04-01 44.020653330999700
2006-05-01 44.285643681966200
2006-06-01 44.409725777498500
2006-07-01 44.472798112597395
2006-08-01 44.680775922756100
2006-09-01 44.753869663236890
2006-10-01 45.080566901499004
2006-11-01 45.163005225410500
2006-12-01 45.447099031131800
2007-01-01 45.571564313233700
2007-02-01 45.745434147857196
2007-03-01 45.949195976541795
2007-04-01 46.125602906982500
2007-05-01 46.199298142047400
2007-06-01 46.337349883072500
2007-07-01 46.770952998836300
2007-08-01 46.663429602575400
2007-09-01 46.869163219888500
2007-10-01 47.078818771301800
2007-11-01 47.342614795144800
2007-12-01 47.543618251199206
2008-01-01 47.751978371295700
2008-02-01 48.238058895005295
2008-03-01 47.861866484394900
2008-04-01 48.124006153948000
2008-05-01 48.217468937199400
2008-06-01 48.463883011974710
2008-07-01 48.658473479068796
2008-08-01 48.954480905166600
2008-09-01 49.174567519510404
2008-10-01 49.387535055105800
2008-11-01 49.529957670145905
2008-12-01 49.251947591409206
2009-01-01 49.633258672992106
2009-02-01 49.718601404707000
2009-03-01 49.572658964529200
2009-04-01 50.011677624047700
2009-05-01 50.239069610572700
2009-06-01 50.382030825329100
2009-07-01 50.547877648845390
2009-08-01 50.656873894282704
2009-09-01 50.671704459903005
2009-10-01 50.797028067039210
2009-11-01 51.012853803771290
2009-12-01 51.162118479019604
2010-01-01 51.427353582662604
2010-02-01 51.608345744890300
2010-03-01 51.798264330257204
2010-04-01 51.884599918924210
2010-05-01 52.140066015593206
2010-06-01 52.296423621407500
2010-07-01 52.647928271088300
2010-08-01 52.760891741803704
2010-09-01 52.963405594113000
2010-10-01 53.109932485748104
2010-11-01 53.187127277252210
2010-12-01 53.355923839119605
2011-01-01 53.952866733752700
2011-02-01 54.106769354826710
2011-03-01 54.324720302276000
2011-04-01 54.457467619932600
2011-05-01 54.524707490760500
2011-06-01 54.706561429448390
2011-07-01 54.857062985940000
2011-08-01 55.072807731394100
2011-09-01 55.362004796858600
2011-10-01 55.399620698487600
2011-11-01 55.263274500170205
2011-12-01 55.735864485388404
2012-01-01 55.988851207080710
2012-02-01 56.214318889832896
2012-03-01 56.355037880534105
2012-04-01 56.627608337462600
2012-05-01 56.700041838469600
2012-06-01 57.025312141431900
2012-07-01 56.962733569139990
2012-08-01 57.090304086559705
2012-09-01 57.061547218721100
2012-10-01 57.376814864048800
2012-11-01 57.633952268461100
2012-12-01 58.018254627416106
2013-01-01 57.730007411260900
2013-02-01 57.817380671832105
2013-03-01 57.978381216009290
2013-04-01 58.407532256142800
2013-05-01 58.686414038986210
2013-06-01 58.837740664375400
2013-07-01 58.964200665271500
2013-08-01 59.506882839810100
2013-09-01 59.865445502199500
2013-10-01 60.036809045552800
2013-11-01 60.510309735032100
2013-12-01 60.801839592772500
2014-01-01 60.870270605200990
2014-02-01 61.329558617411095
2014-03-01 61.714107503036600
2014-04-01 61.897551726040700
2014-05-01 62.367449648825290
2014-06-01 62.659255213653400
2014-07-01 62.753949063107100
2014-08-01 63.404964666759010
2014-09-01 63.867818895600100
2014-10-01 64.398259839292790
2014-11-01 64.692391510257900
2014-12-01 65.084744352456800
2015-01-01 65.517276827338200
2015-02-01 65.838194064246990
2015-03-01 66.135035570093790
2015-04-01 66.510304998831600
2015-05-01 66.863320503163010
2015-06-01 67.069317653184100
2015-07-01 67.541763210502210
2015-08-01 67.686667164382300
2015-09-01 67.866449227735100
2015-10-01 68.362664927833210
2015-11-01 68.601260416568210
2015-12-01 68.768694916153790
2016-01-01 69.237925390510400
2016-02-01 69.540688242668890
2016-03-01 69.842202392066900
2016-04-01 70.241439086326510
2016-05-01 70.173970424983210
2016-06-01 70.474896498541200
2016-07-01 70.738746201293800
2016-08-01 70.859889497670600
2016-09-01 71.263828686352500
2016-10-01 71.240776659241500
2016-11-01 71.414819177909790
2016-12-01 72.057660815724900
2017-01-01 72.030919001174200
2017-02-01 71.818902692276500
2017-03-01 72.534333389054500
2017-04-01 72.875821810978000
2017-05-01 73.309841357005700
2017-06-01 73.472874420940580
2017-07-01 73.675620842894090
2017-08-01 73.934934848589000
2017-09-01 74.481341629384800
2017-10-01 74.319618900712800
2017-11-01 74.509322019809200
2017-12-01 74.621496125266090
2018-01-01 74.712469920286100
2018-02-01 74.882108628094900
2018-03-01 75.122468141514900
2018-04-01 75.303444479223600
2018-05-01 75.541126993222900
2018-06-01 75.888467145701580
2018-07-01 76.032232773342700
2018-08-01 76.343087971718090
2018-09-01 76.329350173821500
2018-10-01 76.392372040917000
2018-11-01 76.474458277400290
2018-12-01 76.681402297596400
2019-01-01 76.683766537249500
2019-02-01 76.836557896114090
2019-03-01 77.092983184531200
2019-04-01 77.009954020216800
2019-05-01 77.248341774871800
2019-06-01 77.516784580592700
2019-07-01 77.715699850913100
2019-08-01 78.097484524456090
2019-09-01 77.915169038611400
2019-10-01 77.640549204757010
2019-11-01 77.623425957049000
2019-12-01 77.648036354550100
2020-01-01 77.957475860199600
2020-02-01 77.891755126008090
2020-03-01 77.463976709151710
2020-04-01 63.688047047372706
2020-05-01 70.811157567686510
2020-06-01 73.324841570021590
2020-07-01 74.782017016504910
2020-08-01 75.692918461784590
2020-09-01 76.111186234230800
2020-10-01 76.791721285238710
2020-11-01 77.482883455675290
2020-12-01 78.150564090102790
2021-01-01 78.422271787233200
2021-02-01 78.949071575313910
2021-03-01 79.153761303203000
2021-04-01 79.320425610498200
2021-05-01 79.341554673878590
2021-06-01 79.645858997154800
2021-07-01 79.979750423701090
2021-08-01 79.784000950143700
2021-09-01 79.633590847973790
2021-10-01 80.141947846791500
2021-11-01 80.246871204925600
2021-12-01 80.245544657774800
2022-01-01 80.421909223758900
2022-02-01 80.310633456333590
2022-03-01 80.655565840414300
2022-04-01 81.141076871080800
2022-05-01 80.857377178931400
2022-06-01 80.521164249326590
2022-07-01 80.738170067423910
2022-08-01 80.761000286400590
2022-09-01 80.827709666974200
2022-10-01 81.622377978284700
2022-11-01 81.739016347061500
2022-12-01 81.661703559710500
2023-01-01 81.725031845880700
2023-02-01 81.891388281232600
2023-03-01 82.062617770403700
2023-04-01 82.468386273427100
2023-05-01 82.871748724553000
2023-06-01 83.391296030487080
2023-07-01 82.992998452552000
2023-08-01 83.205891747563600
2023-09-01 83.303812904453000
2023-10-01 83.615186421480800
2023-11-01 82.346312996873300
2023-12-01 82.773982833038500
2024-01-01 83.246531723935200
2024-02-01 84.179507274436600
2024-03-01 83.872944845539800
2024-04-01 85.316977343938700
2024-05-01 84.514759563467700
2024-06-01 84.954187285697000
2024-07-01 85.123888712078600
2024-08-01 85.627241461525400

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