Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Dallas-Plano-Irving, TX (MD)

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246562100001SA
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 5:07 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 33.810318346269604
1990-02-01 34.167749386063000
1990-03-01 34.255386603444600
1990-04-01 34.437381304036100
1990-05-01 34.749566204581900
1990-06-01 35.010436722370300
1990-07-01 35.473419563628600
1990-08-01 35.948367073521794
1990-09-01 36.298047674602200
1990-10-01 36.582334320189300
1990-11-01 36.924768927860500
1990-12-01 37.079327814888700
1991-01-01 35.833177130211894
1991-02-01 35.989420447536700
1991-03-01 36.268293313049200
1991-04-01 36.634847086112400
1991-05-01 36.844582405514295
1991-06-01 37.090787508488600
1991-07-01 37.275544971223400
1991-08-01 37.449360116121795
1991-09-01 37.500008497447100
1991-10-01 37.979736802280100
1991-11-01 37.921229819714300
1991-12-01 38.165856211862994
1992-01-01 38.355117313079000
1992-02-01 38.621908829823205
1992-03-01 38.889081505617600
1992-04-01 39.021295965260000
1992-05-01 39.246116020523200
1992-06-01 39.364789467015000
1992-07-01 39.584560048338105
1992-08-01 39.760173462242000
1992-09-01 39.999617132571200
1992-10-01 40.472291037733300
1992-11-01 40.410153333886600
1992-12-01 40.636720263157800
1993-01-01 41.894550486505000
1993-02-01 41.952504087795205
1993-03-01 42.112421541328395
1993-04-01 42.097166306612100
1993-05-01 42.341693745044900
1993-06-01 42.742008017789700
1993-07-01 42.907643272083796
1993-08-01 43.072207941274700
1993-09-01 43.598076874310600
1993-10-01 43.464358159030500
1993-11-01 43.694906641154600
1993-12-01 44.006043007887900
1994-01-01 42.981109860948800
1994-02-01 43.246145264943600
1994-03-01 43.013606317988400
1994-04-01 43.973493358386790
1994-05-01 44.250889075135500
1994-06-01 44.440404803214400
1994-07-01 46.043905617009294
1994-08-01 46.293380655360500
1994-09-01 46.485314644781000
1994-10-01 46.852672222581600
1994-11-01 47.488222212429290
1994-12-01 47.781175031347500
1995-01-01 47.709713245005204
1995-02-01 48.052117328586400
1995-03-01 48.234283682340600
1995-04-01 48.747248047508600
1995-05-01 49.045118212680800
1995-06-01 49.537173536021605
1995-07-01 50.788254549805295
1995-08-01 51.206810284729700
1995-09-01 51.767204493218500
1995-10-01 52.137456887831700
1995-11-01 52.591382043311010
1995-12-01 53.059980943208800
1996-01-01 52.827026545715400
1996-02-01 53.250606887692700
1996-03-01 53.639207472880200
1996-04-01 54.116305658981300
1996-05-01 54.755833581704600
1996-06-01 54.620624388121000
1996-07-01 54.826018832812096
1996-08-01 55.212695690177000
1996-09-01 55.348373818651105
1996-10-01 56.834565402315900
1996-11-01 57.221699169810600
1996-12-01 57.557583553336200
1997-01-01 58.149855745509996
1997-02-01 58.456056955666700
1997-03-01 59.023344366063206
1997-04-01 58.698405356848000
1997-05-01 59.556117078307000
1997-06-01 59.888308355264600
1997-07-01 60.424508432765506
1997-08-01 60.905171630081900
1997-09-01 61.523336059580295
1997-10-01 61.961894766364004
1997-11-01 62.089696262871200
1997-12-01 62.373559052408700
1998-01-01 61.040256234010900
1998-02-01 61.145091088595800
1998-03-01 60.982882699796896
1998-04-01 60.803258982937790
1998-05-01 60.673220587332494
1998-06-01 60.466802259539100
1998-07-01 60.457281359398790
1998-08-01 60.486180282716106
1998-09-01 60.710797143997404
1998-10-01 59.915704113356110
1998-11-01 60.883851068631600
1998-12-01 61.038602697548400
1999-01-01 58.788498994806300
1999-02-01 58.996742632262404
1999-03-01 59.358217100087394
1999-04-01 57.733814385031100
1999-05-01 57.480104002467200
1999-06-01 57.890478509065000
1999-07-01 57.559223269834604
1999-08-01 57.848322587704600
1999-09-01 57.691877331619700
1999-10-01 57.872420729913600
1999-11-01 58.048348190565605
1999-12-01 58.212231933103800
2000-01-01 57.859364076837000
2000-02-01 58.160424645876205
2000-03-01 58.554867608517895
2000-04-01 57.372024635337600
2000-05-01 57.901272597634900
2000-06-01 58.218819287448300
2000-07-01 58.466280440858100
2000-08-01 58.277277853609505
2000-09-01 58.668764631824800
2000-10-01 58.505297337103100
2000-11-01 58.456536971678700
2000-12-01 58.551691737038600
2001-01-01 59.361680033834496
2001-02-01 59.851350950582200
2001-03-01 60.175911524298000
2001-04-01 60.636068847136600
2001-05-01 60.924302302958900
2001-06-01 61.567621073064790
2001-07-01 61.572906450044300
2001-08-01 61.701322958682795
2001-09-01 61.728367687583800
2001-10-01 62.207901418273600
2001-11-01 62.431897928423990
2001-12-01 62.376403722931000
2002-01-01 63.364363136057500
2002-02-01 63.954555094026700
2002-03-01 63.904825121832700
2002-04-01 64.404448548717400
2002-05-01 64.879815957091510
2002-06-01 65.048457229694010
2002-07-01 65.506562182234400
2002-08-01 66.323812426828900
2002-09-01 66.611998424116410
2002-10-01 66.655335181295600
2002-11-01 67.073899830911800
2002-12-01 67.185119431783190
2003-01-01 67.650237305083510
2003-02-01 67.841655165890800
2003-03-01 68.251691504856700
2003-04-01 68.270334387088100
2003-05-01 68.646492584350800
2003-06-01 68.924556603065800
2003-07-01 69.487626585214300
2003-08-01 69.982181108422500
2003-09-01 70.295015928954100
2003-10-01 70.490710308046600
2003-11-01 70.899827497689420
2003-12-01 70.986932589853910
2004-01-01 70.918563058490290
2004-02-01 71.141770118719790
2004-03-01 71.672075283774500
2004-04-01 71.804746143771710
2004-05-01 72.122932764740910
2004-06-01 71.957943717844090
2004-07-01 73.119631668159000
2004-08-01 73.270277977081400
2004-09-01 73.713472175153000
2004-10-01 74.327777523956000
2004-11-01 74.514710140242910
2004-12-01 74.957498923255300
2005-01-01 75.510890360142500
2005-02-01 75.758235882723100
2005-03-01 75.996651791382290
2005-04-01 76.439670938783790
2005-05-01 76.663137744447910
2005-06-01 76.340518331122410
2005-07-01 77.946953846803710
2005-08-01 77.996560294285800
2005-09-01 78.240176228798090
2005-10-01 78.986481162467300
2005-11-01 79.351233697944300
2005-12-01 79.817284557403300
2006-01-01 80.502569410024010
2006-02-01 81.083111434890700
2006-03-01 81.119716105902500
2006-04-01 82.054128332112800
2006-05-01 82.471886091251700
2006-06-01 83.311675225740300
2006-07-01 83.466727577816710
2006-08-01 84.030826738309910
2006-09-01 84.501945025532410
2006-10-01 84.544500409750700
2006-11-01 85.094595855017000
2006-12-01 85.946261738245300
2007-01-01 85.621653730475900
2007-02-01 86.487301490898590
2007-03-01 87.249094664984100
2007-04-01 87.788502181051290
2007-05-01 88.146238148413700
2007-06-01 88.692617625017200
2007-07-01 88.799065387303300
2007-08-01 89.259717103893000
2007-09-01 90.054719908841210
2007-10-01 90.520920633439000
2007-11-01 91.136323886143000
2007-12-01 91.547722344054590
2008-01-01 91.965313493975910
2008-02-01 92.409602389464400
2008-03-01 92.542854179626290
2008-04-01 92.823912669558510
2008-05-01 93.629453980459600
2008-06-01 94.020661582855910
2008-07-01 94.636831150378210
2008-08-01 94.975335691579590
2008-09-01 95.186045232997910
2008-10-01 95.785943487777400
2008-11-01 96.370083386195700
2008-12-01 96.815552685979900
2009-01-01 97.637884743560690
2009-02-01 97.922332745686490
2009-03-01 98.123621882250290
2009-04-01 99.296276392638700
2009-05-01 99.732879918101100
2009-06-01 100.176900000671010
2009-07-01 101.076269079943000
2009-08-01 101.365671321597000
2009-09-01 101.906855287066990
2009-10-01 102.525787109813990
2009-11-01 102.801153835744000
2009-12-01 103.266312615519010
2010-01-01 103.410163070949990
2010-02-01 103.433988911992000
2010-03-01 104.501319279482000
2010-04-01 104.653474864079000
2010-05-01 105.265423765401000
2010-06-01 105.673993181180990
2010-07-01 105.630276085650010
2010-08-01 106.046513511425000
2010-09-01 106.291264052754000
2010-10-01 107.257467905970000
2010-11-01 107.351292153131010
2010-12-01 107.854214012047990
2011-01-01 108.062072451330000
2011-02-01 108.019997977888000
2011-03-01 108.977021994586000
2011-04-01 109.728028180035990
2011-05-01 110.005252466411000
2011-06-01 110.349762618519000
2011-07-01 111.313751577981000
2011-08-01 111.895618613106990
2011-09-01 112.643432376766000
2011-10-01 112.716856338692000
2011-11-01 112.999602944083990
2011-12-01 113.455575011110000
2012-01-01 113.808411156854000
2012-02-01 114.232535234364000
2012-03-01 114.568864063883990
2012-04-01 114.970566130991000
2012-05-01 115.343434332486000
2012-06-01 115.823284987010000
2012-07-01 116.070228805289000
2012-08-01 116.547491200639000
2012-09-01 116.872058579322000
2012-10-01 117.513319443157000
2012-11-01 117.985898498153990
2012-12-01 118.404865553320010
2013-01-01 118.415480940569990
2013-02-01 119.136336442518000
2013-03-01 119.572830616063000
2013-04-01 119.596802245281000
2013-05-01 120.058070694389000
2013-06-01 120.269433177992000
2013-07-01 120.397221976091000
2013-08-01 121.184855631672990
2013-09-01 122.019324035156000
2013-10-01 122.542774141463000
2013-11-01 123.703140498559000
2013-12-01 123.693096577267000
2014-01-01 124.824253663591990
2014-02-01 125.246321207233010
2014-03-01 125.770828988003000
2014-04-01 126.096860011404000
2014-05-01 126.659295544836010
2014-06-01 127.321878572528000
2014-07-01 127.773949287515000
2014-08-01 128.621860207632000
2014-09-01 129.150316450599000
2014-10-01 129.692434245559000
2014-11-01 130.266495944980000
2014-12-01 130.523722916754000
2015-01-01 130.614519764773000
2015-02-01 130.928904523899000
2015-03-01 131.345123613320000
2015-04-01 132.796688392780000
2015-05-01 133.767649016757000
2015-06-01 134.441332077838000
2015-07-01 135.442296838304000
2015-08-01 135.767165030226000
2015-09-01 136.003205270430000
2015-10-01 136.626490471238010
2015-11-01 137.217060977054980
2015-12-01 138.066433639173000
2016-01-01 138.447780382956000
2016-02-01 138.798361504484000
2016-03-01 139.253878351145000
2016-04-01 139.765899428878010
2016-05-01 139.774161873406000
2016-06-01 139.990213634954000
2016-07-01 140.104091699814000
2016-08-01 140.528085731974000
2016-09-01 141.578064165267000
2016-10-01 141.237446565324000
2016-11-01 141.332865227415000
2016-12-01 141.214150289948000
2017-01-01 142.973622980314020
2017-02-01 143.527947729185000
2017-03-01 144.085882156533000
2017-04-01 144.023733329728000
2017-05-01 144.308050763404000
2017-06-01 145.283019270476000
2017-07-01 144.799064486867000
2017-08-01 145.113271735238000
2017-09-01 145.804489733031000
2017-10-01 145.270293790083000
2017-11-01 145.552085042693000
2017-12-01 145.993143204171020
2018-01-01 146.788032323177000
2018-02-01 147.290521257883000
2018-03-01 147.927110774734980
2018-04-01 147.602808696301000
2018-05-01 148.149678837082000
2018-06-01 149.136384455415000
2018-07-01 149.303163173516000
2018-08-01 149.341361437748000
2018-09-01 149.556166473570020
2018-10-01 149.943578615997000
2018-11-01 150.081089402045000
2018-12-01 150.139149657205000
2019-01-01 150.566193777807000
2019-02-01 151.398042235330000
2019-03-01 151.723472286673000
2019-04-01 152.792358199915010
2019-05-01 153.298116266670000
2019-06-01 153.590236436886020
2019-07-01 153.705158285883020
2019-08-01 154.493814352552000
2019-09-01 154.457303705940000
2019-10-01 154.448786453402000
2019-11-01 154.645352530542000
2019-12-01 154.699083176020000
2020-01-01 153.929721155442000
2020-02-01 154.694657812256000
2020-03-01 154.466577561102000
2020-04-01 133.284068646188000
2020-05-01 143.947121152542000
2020-06-01 148.133970988201000
2020-07-01 149.497332972178010
2020-08-01 150.571611314384000
2020-09-01 151.579048457061000
2020-10-01 152.889339819944980
2020-11-01 154.091525617096000
2020-12-01 155.417819208342000
2021-01-01 156.227063323335980
2021-02-01 156.004641327526000
2021-03-01 157.034943776153000
2021-04-01 156.685414419705000
2021-05-01 156.765984827726020
2021-06-01 156.949466621446000
2021-07-01 157.776801217748000
2021-08-01 157.596027741551980
2021-09-01 157.078522734792980
2021-10-01 159.123124788362020
2021-11-01 159.403869098033000
2021-12-01 159.886647643224000
2022-01-01 160.355990996074000
2022-02-01 160.751870654616000
2022-03-01 160.545249479847000
2022-04-01 162.150200096376980
2022-05-01 162.409465511980000
2022-06-01 162.130943961306000
2022-07-01 163.447267654004000
2022-08-01 164.008184212798000
2022-09-01 164.637937837576000
2022-10-01 165.617965464210000
2022-11-01 166.398924064238000
2022-12-01 166.389761619495000
2023-01-01 167.548369205138000
2023-02-01 167.960770834957000
2023-03-01 168.774715386273020
2023-04-01 169.526492399706000
2023-05-01 170.128819813095000
2023-06-01 170.861076397214000
2023-07-01 170.816444687495000
2023-08-01 171.294594677364980
2023-09-01 171.579091108944000
2023-10-01 172.051971475139000
2023-11-01 171.938367637715000
2023-12-01 172.517165721701020
2024-01-01 173.049697128984000
2024-02-01 173.939519518879020
2024-03-01 174.455367812666030
2024-04-01 175.208279549847000
2024-05-01 176.575002274086000
2024-06-01 177.678597535658980
2024-07-01 177.217942064215000
2024-08-01 177.757011276390000

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