Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Tulsa, OK (MSA)

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Tulsa, OK (MSA)
Series ID SMU40461406562100001SA
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 4:58 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 8.447248599983780
1990-02-01 8.480511485455500
1990-03-01 8.548386041817070
1990-04-01 8.738120218036580
1990-05-01 8.806213458312440
1990-06-01 8.804930368583830
1990-07-01 8.973717364841850
1990-08-01 9.082817058532260
1990-09-01 9.086096826311211
1990-10-01 9.275885209374090
1990-11-01 9.363364412840179
1990-12-01 9.366234989729000
1991-01-01 9.364049737760460
1991-02-01 9.381179979771300
1991-03-01 9.454902392146769
1991-04-01 9.446929380655550
1991-05-01 9.412678112679240
1991-06-01 9.504805320124150
1991-07-01 9.472561470787190
1991-08-01 9.583313309624360
1991-09-01 9.583952415547940
1991-10-01 9.480366283487530
1991-11-01 9.571363954002910
1991-12-01 9.858008026024029
1992-01-01 9.548237490762940
1992-02-01 9.549450822052400
1992-03-01 9.737179950794038
1992-04-01 9.860985405526960
1992-05-01 10.030046957618302
1992-06-01 10.111609404373300
1992-07-01 10.377204272713199
1992-08-01 10.100486853774600
1992-09-01 10.179203269298800
1992-10-01 10.286080897778700
1992-11-01 10.277450307692100
1992-12-01 10.348541437612400
1993-01-01 10.328191211137900
1993-02-01 10.415389640059400
1993-03-01 10.418414604327200
1993-04-01 10.479331828047698
1993-05-01 10.549619636553300
1993-06-01 10.628143125681401
1993-07-01 10.691245624755599
1993-08-01 10.830833237426901
1993-09-01 10.980446408776100
1993-10-01 10.989230428012700
1993-11-01 10.981408228172500
1993-12-01 11.133222441219802
1994-01-01 11.398817060218000
1994-02-01 11.371105020072598
1994-03-01 11.406001442128500
1994-04-01 11.393777443140099
1994-05-01 11.270967621150401
1994-06-01 11.350995632318100
1994-07-01 11.703233027220499
1994-08-01 11.763785545757502
1994-09-01 11.783931328975400
1994-10-01 11.890857397869400
1994-11-01 11.980113743649099
1994-12-01 12.221050638924000
1995-01-01 12.252348291082500
1995-02-01 12.333754704081098
1995-03-01 12.501101027132401
1995-04-01 12.406811187717302
1995-05-01 12.387431565580700
1995-06-01 12.477153596226401
1995-07-01 12.011754583632600
1995-08-01 12.191264694134800
1995-09-01 12.402639304874000
1995-10-01 12.785968935296399
1995-11-01 12.770409665433500
1995-12-01 12.712542735921700
1996-01-01 13.017348788066402
1996-02-01 12.913308887223800
1996-03-01 13.008711315546401
1996-04-01 13.008578563167500
1996-05-01 13.095448795827599
1996-06-01 13.201114015223300
1996-07-01 13.206947077045300
1996-08-01 13.187255762237100
1996-09-01 13.312873265448198
1996-10-01 13.278417454181600
1996-11-01 13.354186877861100
1996-12-01 13.422739235759598
1997-01-01 13.492820661081300
1997-02-01 13.623542168102100
1997-03-01 13.629176512817303
1997-04-01 13.914011514902100
1997-05-01 13.992896516382899
1997-06-01 14.007652177035100
1997-07-01 14.089797222141400
1997-08-01 14.064936078509700
1997-09-01 14.120645620613600
1997-10-01 14.264727407457100
1997-11-01 14.341699542513402
1997-12-01 14.534769980231099
1998-01-01 14.694618581049099
1998-02-01 14.755985387474900
1998-03-01 14.878403856069500
1998-04-01 14.706252563827300
1998-05-01 14.776137541958300
1998-06-01 14.807590844705999
1998-07-01 14.768039971046200
1998-08-01 14.828039557606400
1998-09-01 14.821606775093200
1998-10-01 14.751923768557400
1998-11-01 15.144371788257198
1998-12-01 15.255100752760600
1999-01-01 14.894006002956600
1999-02-01 14.994156550578900
1999-03-01 14.897401342395199
1999-04-01 14.995972582972100
1999-05-01 15.057326431512700
1999-06-01 15.007485543334100
1999-07-01 15.448151659253800
1999-08-01 15.494086499223599
1999-09-01 15.528815862456500
1999-10-01 15.541106416644500
1999-11-01 15.547687778732200
1999-12-01 15.564783491497900
2000-01-01 15.800758619237198
2000-02-01 15.830670583659801
2000-03-01 16.018181505202900
2000-04-01 16.179562137852300
2000-05-01 16.247427162880303
2000-06-01 16.418277907401600
2000-07-01 16.437132304925200
2000-08-01 16.473225836497400
2000-09-01 16.441960178777600
2000-10-01 16.429477248192800
2000-11-01 16.443182584170500
2000-12-01 16.374586722529000
2001-01-01 15.988932114646802
2001-02-01 16.151205222414300
2001-03-01 16.299432782462098
2001-04-01 16.758587729560300
2001-05-01 16.747473570626500
2001-06-01 16.829243247882800
2001-07-01 16.848223607592402
2001-08-01 16.889198809177700
2001-09-01 16.965532080772700
2001-10-01 16.420079475937400
2001-11-01 16.932990619897600
2001-12-01 17.065034389742400
2002-01-01 17.088283912597300
2002-02-01 17.357140971112600
2002-03-01 17.378822934078000
2002-04-01 16.843074647103400
2002-05-01 16.947706831065700
2002-06-01 16.843118350298700
2002-07-01 16.966886012717200
2002-08-01 17.027875710943500
2002-09-01 17.087969075150000
2002-10-01 17.209188933617998
2002-11-01 17.331082928241400
2002-12-01 17.347476139213500
2003-01-01 17.482514500507800
2003-02-01 17.429933652400600
2003-03-01 17.535538874703697
2003-04-01 17.552465586867000
2003-05-01 17.448511454861500
2003-06-01 17.449193086881200
2003-07-01 17.393394382657200
2003-08-01 17.369255315384600
2003-09-01 17.304394354222400
2003-10-01 17.400074990260197
2003-11-01 17.425200314002800
2003-12-01 17.326119896274200
2004-01-01 17.389696472205400
2004-02-01 17.298090844847100
2004-03-01 17.301836740587400
2004-04-01 17.373585891670700
2004-05-01 17.238418778246800
2004-06-01 17.037903041942400
2004-07-01 17.219474275616800
2004-08-01 17.204408665897500
2004-09-01 17.210158954693803
2004-10-01 17.294496611128398
2004-11-01 17.223007418648500
2004-12-01 17.323746160778597
2005-01-01 17.096420719026998
2005-02-01 17.276070765622098
2005-03-01 17.290155035536600
2005-04-01 17.090291978860304
2005-05-01 17.120577272063500
2005-06-01 17.104998855423500
2005-07-01 17.346767068151700
2005-08-01 17.322465222474598
2005-09-01 17.415579519960600
2005-10-01 17.294482330678598
2005-11-01 17.216506826949000
2005-12-01 17.420417417238000
2006-01-01 17.519790746642800
2006-02-01 17.573534431227500
2006-03-01 17.489555734432003
2006-04-01 17.505721922093500
2006-05-01 17.696713939634100
2006-06-01 17.764999949005700
2006-07-01 17.661897359572900
2006-08-01 17.724344388014500
2006-09-01 17.825150447288700
2006-10-01 17.795067067784000
2006-11-01 17.818965987950300
2006-12-01 18.028611530088302
2007-01-01 17.528904673571400
2007-02-01 17.571937673724000
2007-03-01 17.794611922148100
2007-04-01 17.802568297829000
2007-05-01 17.877089861226700
2007-06-01 17.832583967099602
2007-07-01 17.778444602485198
2007-08-01 17.720271350555603
2007-09-01 17.742388988335800
2007-10-01 17.798968658100800
2007-11-01 17.822408451344500
2007-12-01 17.740276571232500
2008-01-01 17.831164702977397
2008-02-01 17.881884621338198
2008-03-01 17.889825212809900
2008-04-01 17.985793791632000
2008-05-01 17.973449399038397
2008-06-01 18.017108669588800
2008-07-01 17.780066346980500
2008-08-01 17.916356002959198
2008-09-01 17.859933192851898
2008-10-01 17.799029159410600
2008-11-01 18.031172107398600
2008-12-01 18.057708783037900
2009-01-01 17.919587947122200
2009-02-01 17.886583863712800
2009-03-01 17.983026064361200
2009-04-01 18.058288354481498
2009-05-01 18.180741182971900
2009-06-01 18.314507108513500
2009-07-01 18.680481378049500
2009-08-01 18.613159478648300
2009-09-01 18.567637967301700
2009-10-01 18.801868360557500
2009-11-01 18.740721540680400
2009-12-01 18.855429588961900
2010-01-01 19.120769103529700
2010-02-01 19.295635460889002
2010-03-01 19.375199682542398
2010-04-01 19.441658749851900
2010-05-01 19.392022392059300
2010-06-01 19.428825491739303
2010-07-01 19.568006685843198
2010-08-01 19.711786819978897
2010-09-01 19.860536806047500
2010-10-01 20.107689907544900
2010-11-01 20.256428346985900
2010-12-01 20.348537154085800
2011-01-01 20.519010563281600
2011-02-01 20.391593293263900
2011-03-01 20.663519790539300
2011-04-01 20.732300869275300
2011-05-01 20.804696107748200
2011-06-01 20.949896841886900
2011-07-01 21.066220663312400
2011-08-01 21.015860228721000
2011-09-01 21.146148947264102
2011-10-01 21.016887334763000
2011-11-01 20.963046077245900
2011-12-01 20.930496209939200
2012-01-01 20.904624751568100
2012-02-01 20.890148479926900
2012-03-01 20.646236196574200
2012-04-01 21.136563900424400
2012-05-01 21.016159165720100
2012-06-01 21.082677831076698
2012-07-01 20.967733319015500
2012-08-01 20.928628033871000
2012-09-01 20.922018927338100
2012-10-01 20.729900358806898
2012-11-01 20.765339428135600
2012-12-01 20.817235905724100
2013-01-01 20.778514825272502
2013-02-01 20.886963292441500
2013-03-01 20.729254604061502
2013-04-01 20.947587855308303
2013-05-01 20.924814944755603
2013-06-01 20.817654107893897
2013-07-01 20.776298996533700
2013-08-01 20.736061538934898
2013-09-01 20.712681938483300
2013-10-01 20.635829689953102
2013-11-01 20.655723218601100
2013-12-01 20.598465299216400
2014-01-01 20.451635090444697
2014-02-01 20.491095746959100
2014-03-01 20.521560046093800
2014-04-01 20.456757096595698
2014-05-01 20.429028046589200
2014-06-01 20.548628884836000
2014-07-01 20.579804745244200
2014-08-01 20.734676018385500
2014-09-01 20.806933866635300
2014-10-01 21.137107596202398
2014-11-01 21.252763773711603
2014-12-01 21.387026259538104
2015-01-01 21.528312809027000
2015-02-01 21.502103886908900
2015-03-01 21.611661428342300
2015-04-01 21.465547124379900
2015-05-01 21.636392589908198
2015-06-01 21.676060742770800
2015-07-01 21.777178558178800
2015-08-01 21.832479383163800
2015-09-01 21.909709773500300
2015-10-01 21.724834184834500
2015-11-01 21.753820059744000
2015-12-01 21.783158027732803
2016-01-01 22.008780451984602
2016-02-01 22.116346125710300
2016-03-01 21.909929260512200
2016-04-01 21.868045133017503
2016-05-01 21.946183579343200
2016-06-01 21.879198062085800
2016-07-01 22.071584816910100
2016-08-01 22.135214334930100
2016-09-01 22.098585869485802
2016-10-01 22.420319507486000
2016-11-01 22.463329201633800
2016-12-01 22.374455629416700
2017-01-01 22.105221812720800
2017-02-01 22.219537508335200
2017-03-01 22.214256536237198
2017-04-01 22.371973603915000
2017-05-01 22.364125796986500
2017-06-01 22.566221399999300
2017-07-01 22.270771134612500
2017-08-01 22.239412512979000
2017-09-01 22.192658489678397
2017-10-01 22.009209412195100
2017-11-01 22.073256555843500
2017-12-01 22.149316835828298
2018-01-01 22.417098105282400
2018-02-01 22.522675196826500
2018-03-01 22.734292641695400
2018-04-01 22.770072289564900
2018-05-01 22.897675018747602
2018-06-01 22.847542802429600
2018-07-01 22.972437263871400
2018-08-01 22.934357725330200
2018-09-01 23.081300988260800
2018-10-01 23.096836357070700
2018-11-01 23.075664303658200
2018-12-01 23.099280419169197
2019-01-01 23.233548843956598
2019-02-01 23.326322157395000
2019-03-01 23.458473747776300
2019-04-01 23.575591377522603
2019-05-01 23.641491828436500
2019-06-01 23.841411872198500
2019-07-01 23.775962797577100
2019-08-01 23.830285829235102
2019-09-01 23.875160570868800
2019-10-01 23.972621060245103
2019-11-01 24.065342941377896
2019-12-01 24.140298911188502
2020-01-01 23.937449798285900
2020-02-01 24.229148421244197
2020-03-01 24.191893978879104
2020-04-01 20.976587506651000
2020-05-01 22.477453325686103
2020-06-01 22.845912517392502
2020-07-01 22.779557453917900
2020-08-01 23.019253934078100
2020-09-01 23.169407943220600
2020-10-01 23.367354637647800
2020-11-01 23.449534246489897
2020-12-01 23.708339853161302
2021-01-01 23.727813387701100
2021-02-01 23.718364105586900
2021-03-01 24.016810148547602
2021-04-01 23.499684681118698
2021-05-01 23.623169659431500
2021-06-01 23.565936452696200
2021-07-01 23.882078196142203
2021-08-01 23.799541009051700
2021-09-01 23.768733056480897
2021-10-01 23.759206828935900
2021-11-01 23.927702849808398
2021-12-01 23.691940872287503
2022-01-01 23.412199978490600
2022-02-01 23.609772176752500
2022-03-01 23.729426230368500
2022-04-01 24.009082223581500
2022-05-01 24.253682370453600
2022-06-01 24.191358025778197
2022-07-01 24.281121376534600
2022-08-01 24.277271400173397
2022-09-01 24.469676682668400
2022-10-01 24.562331075351100
2022-11-01 24.709566969721102
2022-12-01 24.486978786960503
2023-01-01 24.896292922190298
2023-02-01 25.010317514345400
2023-03-01 24.935410583570600
2023-04-01 25.014487453662700
2023-05-01 25.166579800578800
2023-06-01 25.313804804506503
2023-07-01 25.481158585063200
2023-08-01 25.664054066692500
2023-09-01 25.668752203568200
2023-10-01 25.767801993487100
2023-11-01 25.895603866938500
2023-12-01 25.986509556290102
2024-01-01 26.181755707803003
2024-02-01 26.203934601295200
2024-03-01 26.334736196659797
2024-04-01 26.521703000060800
2024-05-01 26.174379618056896
2024-06-01 26.225343433971300
2024-07-01 26.183128726051603
2024-08-01 26.257582038990800
2024-09-01 26.273795332263397
2024-10-01 26.277138238144600

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