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 2024-11-01
Last Updated 2024-12-21 5:06 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 33.803991970390896
1990-02-01 34.170248259234200
1990-03-01 34.254110926955900
1990-04-01 34.434145765628800
1990-05-01 34.750139481309100
1990-06-01 35.013689473965200
1990-07-01 35.474669319091795
1990-08-01 35.951571848868205
1990-09-01 36.289973909969795
1990-10-01 36.583915843458400
1990-11-01 36.927715522059200
1990-12-01 37.083021425581000
1991-01-01 35.827047857865200
1991-02-01 35.991683209694500
1991-03-01 36.267131717431000
1991-04-01 36.630942965921000
1991-05-01 36.845230486642606
1991-06-01 37.094637780209105
1991-07-01 37.276507573793296
1991-08-01 37.452164465053700
1991-09-01 37.492671280332296
1991-10-01 37.981220651468700
1991-11-01 37.923981247322104
1991-12-01 38.169426175335104
1992-01-01 38.350697811241204
1992-02-01 38.622400649420705
1992-03-01 38.887939601255300
1992-04-01 39.016962648371894
1992-05-01 39.246867801212600
1992-06-01 39.369237246565206
1992-07-01 39.585276804266400
1992-08-01 39.762394986976794
1992-09-01 39.993121942883400
1992-10-01 40.473867702270496
1992-11-01 40.412767752431200
1992-12-01 40.640154373254205
1993-01-01 41.890800112752100
1993-02-01 41.952087440188100
1993-03-01 42.111000366779900
1993-04-01 42.093048975433504
1993-05-01 42.342540972490895
1993-06-01 42.746618013718300
1993-07-01 42.907956344750900
1993-08-01 43.073469292812010
1993-09-01 43.593825900167800
1993-10-01 43.465547393412706
1993-11-01 43.697117177245500
1993-12-01 44.009265785662400
1994-01-01 42.978030590677605
1994-02-01 43.245132205599205
1994-03-01 43.012059048539400
1994-04-01 43.969684233215000
1994-05-01 44.251863531355000
1994-06-01 44.445045148226500
1994-07-01 46.043838836115290
1994-08-01 46.293804443167710
1994-09-01 46.483279804987500
1994-10-01 46.853582354329300
1994-11-01 47.489975628312390
1994-12-01 47.784130049418900
1995-01-01 47.705284280916004
1995-02-01 48.052087211477605
1995-03-01 48.232252258740395
1995-04-01 48.744528759997800
1995-05-01 49.046143353627100
1995-06-01 49.541164640146000
1995-07-01 50.787900874630700
1995-08-01 51.206710268884400
1995-09-01 51.767424063398800
1995-10-01 52.137817668194195
1995-11-01 52.592564354161900
1995-12-01 53.062579923254600
1996-01-01 52.822299499143604
1996-02-01 53.250616154406610
1996-03-01 53.636765085384290
1996-04-01 54.115198096047000
1996-05-01 54.756868222346000
1996-06-01 54.623510854765605
1996-07-01 54.825864979349300
1996-08-01 55.212840053261990
1996-09-01 55.348732819722200
1996-10-01 56.834980733325900
1996-11-01 57.222698473962600
1996-12-01 57.559772104261704
1997-01-01 58.144797816564704
1997-02-01 58.456043123395900
1997-03-01 59.021082603885404
1997-04-01 58.698890635191205
1997-05-01 59.556921924722900
1997-06-01 59.889706624918496
1997-07-01 60.424764055510500
1997-08-01 60.905501880373110
1997-09-01 61.523699612384900
1997-10-01 61.962233800829495
1997-11-01 62.090605525936900
1997-12-01 62.375069822457200
1998-01-01 61.036293287933500
1998-02-01 61.144890689464000
1998-03-01 60.981193147045900
1998-04-01 60.803775255949795
1998-05-01 60.673852220464106
1998-06-01 60.467624292490800
1998-07-01 60.457633349655600
1998-08-01 60.486474043107800
1998-09-01 60.711085184786900
1998-10-01 59.915918702235200
1998-11-01 60.884601082003200
1998-12-01 61.039574659221100
1999-01-01 58.785906006836700
1999-02-01 58.996247829962996
1999-03-01 59.357306605344704
1999-04-01 57.734107959387394
1999-05-01 57.480468211040900
1999-06-01 57.890898011397600
1999-07-01 57.559562776609795
1999-08-01 57.848555438259496
1999-09-01 57.692086703032210
1999-10-01 57.872518245466900
1999-11-01 58.048907182487500
1999-12-01 58.212702623666800
2000-01-01 57.858220387545000
2000-02-01 58.159739454340710
2000-03-01 58.554110728516600
2000-04-01 57.372227586364204
2000-05-01 57.901539170064495
2000-06-01 58.219057484917000
2000-07-01 58.466509747774800
2000-08-01 58.277490456102290
2000-09-01 58.668883615646100
2000-10-01 58.505320985351105
2000-11-01 58.457002854067404
2000-12-01 58.552113425815900
2001-01-01 59.360804290050204
2001-02-01 59.850832417625400
2001-03-01 60.175503386852895
2001-04-01 60.636185616343300
2001-05-01 60.924450452804095
2001-06-01 61.567776294939800
2001-07-01 61.573054560954105
2001-08-01 61.701478734005605
2001-09-01 61.728403797256696
2001-10-01 62.207865492551300
2001-11-01 62.432273024745400
2001-12-01 62.376696692578896
2002-01-01 63.363826654394700
2002-02-01 63.954209993038795
2002-03-01 63.904573821316100
2002-04-01 64.404510461842500
2002-05-01 64.879901386751800
2002-06-01 65.048551711724600
2002-07-01 65.506644206006800
2002-08-01 66.323919264417100
2002-09-01 66.611992215897290
2002-10-01 66.655298141719100
2002-11-01 67.074129174461600
2002-12-01 67.185316778686900
2003-01-01 67.649957554232700
2003-02-01 67.841429079996400
2003-03-01 68.251584188032100
2003-04-01 68.270342117340500
2003-05-01 68.646530077125900
2003-06-01 68.924609594487300
2003-07-01 69.487662732882200
2003-08-01 69.982257487125100
2003-09-01 70.294997199415900
2003-10-01 70.490678949599800
2003-11-01 70.899936484123500
2003-12-01 70.987039111274800
2004-01-01 70.918490583695200
2004-02-01 71.141627786599400
2004-03-01 71.672029025409600
2004-04-01 71.804728844650200
2004-05-01 72.122939698470090
2004-06-01 71.957966026911410
2004-07-01 73.119646588255210
2004-08-01 73.270328404861100
2004-09-01 73.713467680144700
2004-10-01 74.327782315225290
2004-11-01 74.514722265559200
2004-12-01 74.957542217534800
2005-01-01 75.510882512715000
2005-02-01 75.758175508165900
2005-03-01 75.996629135374700
2005-04-01 76.439658654672300
2005-05-01 76.663135158507800
2005-06-01 76.340527317293000
2005-07-01 77.946960891598410
2005-08-01 77.996589315381300
2005-09-01 78.240174524618300
2005-10-01 78.986483127571290
2005-11-01 79.351239035422000
2005-12-01 79.817287615823300
2006-01-01 80.502565983397200
2006-02-01 81.083101907254900
2006-03-01 81.119704365520090
2006-04-01 82.054120317005200
2006-05-01 82.471884082349300
2006-06-01 83.311682799357500
2006-07-01 83.466734353381300
2006-08-01 84.030832326347100
2006-09-01 84.501948420755800
2006-10-01 84.544500986622810
2006-11-01 85.094594363135000
2006-12-01 85.946258776332910
2007-01-01 85.621651258069290
2007-02-01 86.487299209700800
2007-03-01 87.249092123482000
2007-04-01 87.788501240266500
2007-05-01 88.146238346241300
2007-06-01 88.692622271212200
2007-07-01 88.799067625837600
2007-08-01 89.259718135318300
2007-09-01 90.054720317662300
2007-10-01 90.520920102123700
2007-11-01 91.136322748476900
2007-12-01 91.547720467191010
2008-01-01 91.965312501016000
2008-02-01 92.409602186994700
2008-03-01 92.542853781812500
2008-04-01 92.823912950583490
2008-05-01 93.629454236718710
2008-06-01 94.020663515078080
2008-07-01 94.636831784706700
2008-08-01 94.975335647874090
2008-09-01 95.186045314323410
2008-10-01 95.785943335956400
2008-11-01 96.370083079875800
2008-12-01 96.815551628267100
2009-01-01 97.637884018123090
2009-02-01 97.922332602507000
2009-03-01 98.123621848197290
2009-04-01 99.296276855405510
2009-05-01 99.732880245026790
2009-06-01 100.176900954338000
2009-07-01 101.076269190081000
2009-08-01 101.365671565315000
2009-09-01 101.906855676357990
2009-10-01 102.525787003424000
2009-11-01 102.801153324685000
2009-12-01 103.266311711630990
2010-01-01 103.410158849884000
2010-02-01 103.433990441080000
2010-03-01 104.501321329772000
2010-04-01 104.653476863936000
2010-05-01 105.265425332382000
2010-06-01 105.673994695600000
2010-07-01 105.630271524100000
2010-08-01 106.046514836974000
2010-09-01 106.291264794865000
2010-10-01 107.257467323609000
2010-11-01 107.351289550731000
2010-12-01 107.854212881462000
2011-01-01 108.062063490271000
2011-02-01 108.020003389976990
2011-03-01 108.977028718426000
2011-04-01 109.728033761189000
2011-05-01 110.005255484256000
2011-06-01 110.349764076278000
2011-07-01 111.313740253483000
2011-08-01 111.895620895338000
2011-09-01 112.643432954230990
2011-10-01 112.716854284322000
2011-11-01 112.999598677028000
2011-12-01 113.455572315400000
2012-01-01 113.808390613644010
2012-02-01 114.232533307806000
2012-03-01 114.568907097241000
2012-04-01 114.970566321161000
2012-05-01 115.343437416497000
2012-06-01 115.823293153106010
2012-07-01 116.070219002909000
2012-08-01 116.547498157869000
2012-09-01 116.872056270784000
2012-10-01 117.513305419030980
2012-11-01 117.985869062084000
2012-12-01 118.404837563836990
2013-01-01 118.415444843426000
2013-02-01 119.136334971663000
2013-03-01 119.572934122574990
2013-04-01 119.596822334040000
2013-05-01 120.058093561999000
2013-06-01 120.269460171446000
2013-07-01 120.397227556819000
2013-08-01 121.184863635180000
2013-09-01 122.019300087156000
2013-10-01 122.542705412769000
2013-11-01 123.703067536651990
2013-12-01 123.692983012895000
2014-01-01 124.824192242343000
2014-02-01 125.246345815177010
2014-03-01 125.771035140487000
2014-04-01 126.096926686451000
2014-05-01 126.659351908937000
2014-06-01 127.321962274071990
2014-07-01 127.773979620555990
2014-08-01 128.621916305566000
2014-09-01 129.150376949850000
2014-10-01 129.692228993720000
2014-11-01 130.266313982799000
2014-12-01 130.523420903163000
2015-01-01 130.614178970453000
2015-02-01 130.928612076298000
2015-03-01 131.346272385080000
2015-04-01 132.796529744807000
2015-05-01 133.767545717950980
2015-06-01 134.441983261499980
2015-07-01 135.442310014108020
2015-08-01 135.767245652524000
2015-09-01 136.003445286092000
2015-10-01 136.626217251735000
2015-11-01 137.216632506554000
2015-12-01 138.065631307405000
2016-01-01 138.446826436876000
2016-02-01 138.797527230086980
2016-03-01 139.256124410393000
2016-04-01 139.765729752797000
2016-05-01 139.774178566079000
2016-06-01 139.991681722859000
2016-07-01 140.104312595070000
2016-08-01 140.528402948843000
2016-09-01 141.578405295412000
2016-10-01 141.236992641675000
2016-11-01 141.332212536669000
2016-12-01 141.213213646625000
2017-01-01 142.968592543148000
2017-02-01 143.527435842347000
2017-03-01 144.090071305218000
2017-04-01 144.024091228806000
2017-05-01 144.308504535964000
2017-06-01 145.287239698638000
2017-07-01 144.799265165012000
2017-08-01 145.113503494486000
2017-09-01 145.804399593938000
2017-10-01 145.269155365489000
2017-11-01 145.550723883656990
2017-12-01 145.991347585523000
2018-01-01 146.777832158664000
2018-02-01 147.289266477439000
2018-03-01 147.935517896390000
2018-04-01 147.604654403796990
2018-05-01 148.151690527996000
2018-06-01 149.143775075905000
2018-07-01 149.304154453385000
2018-08-01 149.342181264237000
2018-09-01 149.553709901895020
2018-10-01 149.939796949408000
2018-11-01 150.079205465009000
2018-12-01 150.135773086770000
2019-01-01 150.547989789742000
2019-02-01 151.392496278969000
2019-03-01 151.745520856777000
2019-04-01 152.793247019735000
2019-05-01 153.297603517441980
2019-06-01 153.613525611631000
2019-07-01 153.705386467360000
2019-08-01 154.493939812323000
2019-09-01 154.451424375616000
2019-10-01 154.440722304200000
2019-11-01 154.639398889956000
2019-12-01 154.690102318715000
2020-01-01 153.904517394108000
2020-02-01 154.682719345652000
2020-03-01 154.501312050145000
2020-04-01 133.286107652859000
2020-05-01 143.948646223740000
2020-06-01 148.174375335869000
2020-07-01 149.501613545868000
2020-08-01 150.573657880072000
2020-09-01 151.569208100009000
2020-10-01 152.873150692072000
2020-11-01 154.075986834433000
2020-12-01 155.397927746359980
2021-01-01 156.190008626122000
2021-02-01 155.984481342821000
2021-03-01 157.082285784754020
2021-04-01 156.696480214242000
2021-05-01 156.768968776201000
2021-06-01 157.015505104872000
2021-07-01 157.810019622794980
2021-08-01 157.594989145429000
2021-09-01 157.055794684540020
2021-10-01 159.106835344440010
2021-11-01 159.359495240263980
2021-12-01 159.843615973912000
2022-01-01 160.307918865415000
2022-02-01 160.724493721907000
2022-03-01 160.597360269169000
2022-04-01 162.179081953347000
2022-05-01 162.423575044018000
2022-06-01 162.214839435119980
2022-07-01 163.528395303094020
2022-08-01 164.009485343570000
2022-09-01 164.565814598073020
2022-10-01 165.623281429200000
2022-11-01 166.329212005963000
2022-12-01 166.318219037714980
2023-01-01 167.485648066623980
2023-02-01 167.924737834598000
2023-03-01 168.832849787376000
2023-04-01 169.572971344341000
2023-05-01 170.149742057468000
2023-06-01 170.967444753218000
2023-07-01 170.955166318180000
2023-08-01 171.294758537671000
2023-09-01 171.443347530757000
2023-10-01 172.091661545611000
2023-11-01 171.847747508369000
2023-12-01 172.415976300876000
2024-01-01 172.976596643698000
2024-02-01 173.899332880710000
2024-03-01 174.508866968946000
2024-04-01 175.270761634448000
2024-05-01 176.608049259835000
2024-06-01 177.793604651444000
2024-07-01 177.400582183757020
2024-08-01 178.457570970194000
2024-09-01 180.194502213830000
2024-10-01 179.680976976268000
2024-11-01 180.666475308344990

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