Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA)

Title All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA)
Series ID SMU48191006562200001SA
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 6:42 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 48.750461099865400
1990-02-01 49.411312845128790
1990-03-01 49.693056114814300
1990-04-01 49.311261274662600
1990-05-01 49.993537560462510
1990-06-01 50.552019824354495
1990-07-01 50.708484296731300
1990-08-01 51.097112080171000
1990-09-01 51.595356990830900
1990-10-01 51.733312189096004
1990-11-01 51.772395601166100
1990-12-01 52.198591438035200
1991-01-01 52.623238031064700
1991-02-01 53.118668892008100
1991-03-01 53.690699618365200
1991-04-01 54.218695080278600
1991-05-01 54.590263364979705
1991-06-01 54.948330978185610
1991-07-01 55.534863714551705
1991-08-01 55.977763962469794
1991-09-01 56.098551940197300
1991-10-01 56.631296213142900
1991-11-01 56.872206411261610
1991-12-01 56.998427228890200
1992-01-01 53.881949133418700
1992-02-01 53.944655125961400
1992-03-01 53.700354380697696
1992-04-01 54.130546174716210
1992-05-01 54.278339325693210
1992-06-01 54.269495565573600
1992-07-01 54.649957070462900
1992-08-01 54.347681568406400
1992-09-01 54.706855170945700
1992-10-01 54.817414178566700
1992-11-01 55.155237486497896
1992-12-01 55.687964242256000
1993-01-01 55.260227029150100
1993-02-01 54.977491187017000
1993-03-01 55.010360667474700
1993-04-01 54.566438699094200
1993-05-01 54.385039592337800
1993-06-01 54.086147821416795
1993-07-01 53.354389860391500
1993-08-01 53.211634773787400
1993-09-01 53.279542105287106
1993-10-01 52.294758814688800
1993-11-01 52.023331702634710
1993-12-01 52.177133598144800
1994-01-01 52.575210907848900
1994-02-01 52.635737332753490
1994-03-01 52.602023240212795
1994-04-01 53.236275337257300
1994-05-01 52.903448808835300
1994-06-01 53.102338398423700
1994-07-01 53.025508145965006
1994-08-01 53.660212974695995
1994-09-01 53.111537776963300
1994-10-01 53.670309627528300
1994-11-01 53.606147590616890
1994-12-01 53.661760377145605
1995-01-01 53.635718375040700
1995-02-01 53.804137643803800
1995-03-01 53.889000536926495
1995-04-01 54.314082897564795
1995-05-01 54.536911220584095
1995-06-01 54.502680453007706
1995-07-01 54.879376968860210
1995-08-01 54.901907622358500
1995-09-01 55.124200246631496
1995-10-01 55.541101092428400
1995-11-01 55.507645855805400
1995-12-01 55.543178061939500
1996-01-01 55.294165386914610
1996-02-01 55.179783641742404
1996-03-01 55.102655439801500
1996-04-01 54.556337694912300
1996-05-01 54.282503547139900
1996-06-01 54.527645284960390
1996-07-01 53.911156269574300
1996-08-01 53.951782274876800
1996-09-01 54.061052101693400
1996-10-01 53.888456230931794
1996-11-01 54.220135739745600
1996-12-01 54.002734133772900
1997-01-01 54.227649642361300
1997-02-01 54.552877881642296
1997-03-01 54.841198806997100
1997-04-01 54.770802897731706
1997-05-01 55.224307045371300
1997-06-01 55.460858572619490
1997-07-01 56.062799689288596
1997-08-01 56.337832358221100
1997-09-01 56.029009875580300
1997-10-01 55.532721326405000
1997-11-01 55.313761706052200
1997-12-01 55.351864440136990
1998-01-01 55.017898654265394
1998-02-01 55.098423420926500
1998-03-01 55.486283926884100
1998-04-01 55.467398832361100
1998-05-01 55.775533114989610
1998-06-01 55.713270742815105
1998-07-01 55.560061960164500
1998-08-01 55.441018089769600
1998-09-01 55.112286165287706
1998-10-01 54.974541419005500
1998-11-01 55.097933291723900
1998-12-01 54.974265382065500
1999-01-01 55.887957126788600
1999-02-01 55.926546859010200
1999-03-01 55.722179732770000
1999-04-01 56.354926944428904
1999-05-01 56.026507179418400
1999-06-01 55.952913057375895
1999-07-01 57.220218827210000
1999-08-01 57.149417491077390
1999-09-01 57.324064054133800
1999-10-01 57.937783657512504
1999-11-01 57.855483897672300
1999-12-01 57.985445812582290
2000-01-01 57.937090979021500
2000-02-01 57.014040548227996
2000-03-01 56.870340701230300
2000-04-01 57.730295392601100
2000-05-01 57.995914171662210
2000-06-01 57.616883595958996
2000-07-01 57.680929812464505
2000-08-01 57.357360758797505
2000-09-01 57.554885982568500
2000-10-01 57.800591982747800
2000-11-01 57.682822583439204
2000-12-01 57.672294849894290
2001-01-01 57.716778123884400
2001-02-01 57.917451836289800
2001-03-01 58.094161732544900
2001-04-01 57.643229788893500
2001-05-01 58.249508831206600
2001-06-01 58.557403026110900
2001-07-01 58.719452675429004
2001-08-01 59.374387662576600
2001-09-01 59.775815495972600
2001-10-01 59.893225459080000
2001-11-01 60.108090770714700
2001-12-01 60.162808246919205
2002-01-01 60.323832637754705
2002-02-01 60.521753530043000
2002-03-01 60.804390340662600
2002-04-01 60.885164206712396
2002-05-01 60.887940464248500
2002-06-01 61.294896437125395
2002-07-01 60.999846894622790
2002-08-01 61.381399681177900
2002-09-01 61.488117768173000
2002-10-01 61.388981936076796
2002-11-01 61.965202406935700
2002-12-01 61.675504292717400
2003-01-01 63.056774940880200
2003-02-01 63.352516953217300
2003-03-01 63.105997448662000
2003-04-01 63.434896097061994
2003-05-01 63.392964490499710
2003-06-01 63.270645576791710
2003-07-01 63.656205506161500
2003-08-01 63.493861167090600
2003-09-01 63.191313450031500
2003-10-01 63.323080698570800
2003-11-01 63.384168173790800
2003-12-01 63.113814972704600
2004-01-01 62.376035546346210
2004-02-01 62.458181892338710
2004-03-01 62.510037567873795
2004-04-01 62.370199072929000
2004-05-01 62.391570866265496
2004-06-01 62.323428950756100
2004-07-01 62.400335184267100
2004-08-01 62.312621932927290
2004-09-01 62.406710008887610
2004-10-01 62.955083651584300
2004-11-01 62.229542004012600
2004-12-01 62.571665177163105
2005-01-01 61.782725223396504
2005-02-01 61.968473629662896
2005-03-01 62.100570066300705
2005-04-01 62.111139194112700
2005-05-01 62.353892745521000
2005-06-01 62.251417139948700
2005-07-01 62.771394279596100
2005-08-01 62.859933655175000
2005-09-01 63.016775442737206
2005-10-01 63.594458376177705
2005-11-01 63.489040469415600
2005-12-01 63.421463610826500
2006-01-01 63.892229467530100
2006-02-01 63.965099418449796
2006-03-01 63.954929071775300
2006-04-01 64.363406535747400
2006-05-01 64.311468255902700
2006-06-01 64.694959097239700
2006-07-01 64.574809544380200
2006-08-01 64.704922511353800
2006-09-01 64.939013317753300
2006-10-01 64.711225176321210
2006-11-01 64.927691469232400
2006-12-01 65.374243015617800
2007-01-01 65.700269327226800
2007-02-01 66.162690290094200
2007-03-01 66.314280935128610
2007-04-01 66.281800015746400
2007-05-01 66.075656095383610
2007-06-01 66.858642587578500
2007-07-01 66.722773129656000
2007-08-01 66.835168653875300
2007-09-01 66.976815915687800
2007-10-01 66.720279861737900
2007-11-01 67.045378839751000
2007-12-01 66.704043652725500
2008-01-01 67.513328836292800
2008-02-01 67.949299742807300
2008-03-01 67.576403677774890
2008-04-01 67.682177706141300
2008-05-01 68.154946052702800
2008-06-01 68.077387747447100
2008-07-01 68.272403925591090
2008-08-01 68.353666663468700
2008-09-01 68.630054046341500
2008-10-01 69.006117296520800
2008-11-01 69.330372736916500
2008-12-01 70.226374491128100
2009-01-01 69.629460129565100
2009-02-01 69.846794992975600
2009-03-01 70.348734416250300
2009-04-01 70.255232700617710
2009-05-01 70.727475941068200
2009-06-01 71.552568387380500
2009-07-01 71.330079701564800
2009-08-01 71.459650793895290
2009-09-01 71.591519424072000
2009-10-01 73.274657616497590
2009-11-01 73.206007112598100
2009-12-01 73.240982159915400
2010-01-01 73.055546787037200
2010-02-01 73.138845613810300
2010-03-01 73.118366226503410
2010-04-01 73.516771378042790
2010-05-01 73.317584519936400
2010-06-01 73.338813965367790
2010-07-01 73.476720061782090
2010-08-01 73.767453642045300
2010-09-01 73.751533189014990
2010-10-01 74.343389970135590
2010-11-01 74.485569805895600
2010-12-01 75.074951285187300
2011-01-01 74.968045221802500
2011-02-01 74.614532359768490
2011-03-01 74.903338556780000
2011-04-01 75.453357970532410
2011-05-01 76.213491013772000
2011-06-01 76.026390029294000
2011-07-01 76.327912998943700
2011-08-01 76.468192337828300
2011-09-01 77.017256696070790
2011-10-01 76.827098246520700
2011-11-01 76.965235903099100
2011-12-01 77.031346223110900
2012-01-01 77.059749420629500
2012-02-01 77.169619862254000
2012-03-01 77.397997430510200
2012-04-01 77.199897802755800
2012-05-01 77.324613993209410
2012-06-01 77.181989314840500
2012-07-01 77.370823432772100
2012-08-01 77.681004624402400
2012-09-01 77.754960767821900
2012-10-01 77.839839217948100
2012-11-01 77.941076353837400
2012-12-01 78.214389650387500
2013-01-01 78.026919084687100
2013-02-01 78.733954439750010
2013-03-01 78.895672532404200
2013-04-01 79.254088412189500
2013-05-01 79.220321087899590
2013-06-01 79.536634182679590
2013-07-01 79.416060646504290
2013-08-01 79.293037787503700
2013-09-01 79.292446762491000
2013-10-01 79.343835506782100
2013-11-01 79.496083265774100
2013-12-01 79.931061586019600
2014-01-01 79.783188390610090
2014-02-01 79.915878922492200
2014-03-01 79.989697590296200
2014-04-01 79.822327042816710
2014-05-01 80.023602186402900
2014-06-01 79.956250003256600
2014-07-01 80.148477613104400
2014-08-01 80.329090376195100
2014-09-01 80.223324017098290
2014-10-01 80.738793819514910
2014-11-01 80.943711847317000
2014-12-01 81.057434086441300
2015-01-01 81.245676739321200
2015-02-01 81.402906563414790
2015-03-01 81.384676083235800
2015-04-01 81.797531031576000
2015-05-01 82.022894939781790
2015-06-01 82.363500280063700
2015-07-01 83.289792468233090
2015-08-01 83.169908190124090
2015-09-01 83.460963198232100
2015-10-01 83.510258766673100
2015-11-01 83.689021637816500
2015-12-01 83.277993406993500
2016-01-01 84.115055969544500
2016-02-01 84.198813086040000
2016-03-01 84.495726544402590
2016-04-01 84.976071254475600
2016-05-01 85.217335153163800
2016-06-01 84.952040294479590
2016-07-01 85.825780336217290
2016-08-01 86.329561696420100
2016-09-01 86.682131370676800
2016-10-01 86.976202172300420
2016-11-01 87.336299449415390
2016-12-01 87.399822239136410
2017-01-01 87.893687010366990
2017-02-01 87.988124591831790
2017-03-01 88.516530550155200
2017-04-01 88.386061479429490
2017-05-01 88.493059044300710
2017-06-01 88.940263279879590
2017-07-01 88.553169185960710
2017-08-01 88.394496120487400
2017-09-01 88.377899577535090
2017-10-01 88.125352128517000
2017-11-01 88.698231541576590
2017-12-01 88.799669165202900
2018-01-01 88.898153959277310
2018-02-01 89.194036811480900
2018-03-01 89.749707822103900
2018-04-01 89.111521207819900
2018-05-01 89.076969711411400
2018-06-01 89.337747945644000
2018-07-01 89.148013565205290
2018-08-01 89.240581703721900
2018-09-01 89.126837508593010
2018-10-01 89.083004311176580
2018-11-01 88.969854689275590
2018-12-01 89.274920003586200
2019-01-01 88.835193321893710
2019-02-01 88.724804058142410
2019-03-01 88.684076123939200
2019-04-01 88.866469607972200
2019-05-01 88.681557628446710
2019-06-01 88.568538574764000
2019-07-01 88.321053268846090
2019-08-01 88.436978664239190
2019-09-01 88.410578230073800
2019-10-01 88.833084962481000
2019-11-01 89.129656016813910
2019-12-01 89.058256586214700
2020-01-01 89.805722217718600
2020-02-01 90.094914319603900
2020-03-01 90.018352212181200
2020-04-01 86.226228754878010
2020-05-01 87.119790872367090
2020-06-01 87.122844773163700
2020-07-01 87.385152215170100
2020-08-01 87.072443159775090
2020-09-01 86.855287188516710
2020-10-01 88.070598539076290
2020-11-01 88.072507754206600
2020-12-01 88.483483577407100
2021-01-01 88.381917264965310
2021-02-01 87.881772416809300
2021-03-01 88.466978536376800
2021-04-01 89.281350956236500
2021-05-01 88.568683233930400
2021-06-01 88.475532306406300
2021-07-01 88.575728589624500
2021-08-01 88.875242657857000
2021-09-01 88.281044338632910
2021-10-01 87.698679056210710
2021-11-01 87.711348439231300
2021-12-01 88.132837280612900
2022-01-01 87.860296121776200
2022-02-01 87.876156928547400
2022-03-01 88.701887386570000
2022-04-01 88.915121404303700
2022-05-01 89.225241424156800
2022-06-01 89.615686334870200
2022-07-01 90.485958902891410
2022-08-01 91.166433373818800
2022-09-01 92.045109387519200
2022-10-01 92.237406406763500
2022-11-01 92.952139800258410
2022-12-01 92.978832359466310
2023-01-01 93.426607022818090
2023-02-01 94.554350110597800
2023-03-01 95.228597049205800
2023-04-01 95.524918022044900
2023-05-01 96.174578832539010
2023-06-01 96.937374971977900
2023-07-01 97.522864643183210
2023-08-01 98.077709221494900
2023-09-01 98.453496284984910
2023-10-01 99.188859160637490
2023-11-01 99.397538593611500
2023-12-01 98.821117107813590
2024-01-01 99.972189958086200
2024-02-01 100.202020997945000
2024-03-01 100.243509747341010
2024-04-01 100.922303622413990
2024-05-01 101.108831898908010
2024-06-01 101.339230776516000
2024-07-01 101.158898613111990
2024-08-01 101.723324510235000
2024-09-01 102.028696287880990
2024-10-01 102.144809862083000
2024-11-01 102.454560892403000

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