Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Oklahoma City, OK (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Oklahoma City, OK (MSA)
Series ID OKLA440EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-12-01
Last Updated 2025-01-29 5:22 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 46.391856251728704
1990-02-01 46.609274088627500
1990-03-01 46.719835446051704
1990-04-01 46.708888532416400
1990-05-01 46.918338093031900
1990-06-01 47.046897105002300
1990-07-01 47.195794044279900
1990-08-01 47.403761722614300
1990-09-01 47.519974812353404
1990-10-01 47.817240625549710
1990-11-01 47.993946410462000
1990-12-01 48.068077918129400
1991-01-01 48.389359379096604
1991-02-01 48.295713863930200
1991-03-01 48.603125411873705
1991-04-01 49.020308507112290
1991-05-01 49.531903825398100
1991-06-01 49.683218878211000
1991-07-01 49.406991682709105
1991-08-01 49.738991486216000
1991-09-01 49.406431804564505
1991-10-01 49.797103746164600
1991-11-01 49.774570908641100
1991-12-01 49.852820474387800
1992-01-01 49.763889483428000
1992-02-01 49.978344054714700
1992-03-01 50.083696062651210
1992-04-01 50.239058949344000
1992-05-01 50.253194558447106
1992-06-01 50.634131836430290
1992-07-01 50.725135712837110
1992-08-01 50.775529872061206
1992-09-01 51.079005190686700
1992-10-01 51.075774234375100
1992-11-01 51.329718980094700
1992-12-01 51.224179139238394
1993-01-01 52.168327783696206
1993-02-01 52.263994373881000
1993-03-01 52.548380380473300
1993-04-01 53.378982160281000
1993-05-01 53.187454607867295
1993-06-01 53.182392087441700
1993-07-01 53.564702962183000
1993-08-01 53.724647084814606
1993-09-01 54.042111456394800
1993-10-01 54.136638594787600
1993-11-01 54.358770778836900
1993-12-01 54.684921355524900
1994-01-01 54.777112022193000
1994-02-01 55.058245709021705
1994-03-01 55.118089063087000
1994-04-01 55.121171049886100
1994-05-01 55.310484960478000
1994-06-01 55.334606567039500
1994-07-01 56.209352974609200
1994-08-01 56.144915758700600
1994-09-01 56.519841421075790
1994-10-01 57.089298514161996
1994-11-01 57.364882889939790
1994-12-01 57.738051449376400
1995-01-01 58.436415295086500
1995-02-01 58.570689820743596
1995-03-01 58.808877031156800
1995-04-01 58.955065092080204
1995-05-01 59.137445267167100
1995-06-01 59.370983385429200
1995-07-01 59.337409024727300
1995-08-01 59.930104546195600
1995-09-01 60.523701527496000
1995-10-01 60.541119746334200
1995-11-01 60.776977430595500
1995-12-01 61.377173369081710
1996-01-01 60.214702668221900
1996-02-01 60.406233031705000
1996-03-01 61.223525543306710
1996-04-01 61.472836928270290
1996-05-01 62.051448367241000
1996-06-01 62.392194615212205
1996-07-01 62.124535220040800
1996-08-01 62.555637415341500
1996-09-01 62.545093781363896
1996-10-01 62.725388940721295
1996-11-01 62.916260226645200
1996-12-01 63.121039082181300
1997-01-01 63.458598586077000
1997-02-01 63.791299603315400
1997-03-01 63.764320036049400
1997-04-01 62.950201841405004
1997-05-01 63.536732179258095
1997-06-01 64.555952163365090
1997-07-01 63.680996159757605
1997-08-01 63.642232198413105
1997-09-01 63.756148614206104
1997-10-01 64.558638265131210
1997-11-01 64.322344926362600
1997-12-01 64.274970856562900
1998-01-01 64.687672211761100
1998-02-01 64.682864444936500
1998-03-01 64.601509771067710
1998-04-01 65.340295826572600
1998-05-01 65.190602267668800
1998-06-01 64.700533169180500
1998-07-01 66.122450457397700
1998-08-01 65.728759894519400
1998-09-01 65.548349191690800
1998-10-01 65.787254149335400
1998-11-01 65.961003146002000
1998-12-01 66.357065358367210
1999-01-01 65.701215053494790
1999-02-01 65.890838631784100
1999-03-01 65.761567367349500
1999-04-01 64.991157298817300
1999-05-01 64.904214706985000
1999-06-01 64.742480044004890
1999-07-01 65.167995462941890
1999-08-01 64.709463555876210
1999-09-01 64.573967263778400
1999-10-01 64.239279188767300
1999-11-01 64.227869052154700
1999-12-01 64.176822451030500
2000-01-01 64.172432628896400
2000-02-01 64.150027407455210
2000-03-01 64.074268847171200
2000-04-01 65.179867605012800
2000-05-01 65.721394991595600
2000-06-01 65.417910339174500
2000-07-01 65.253732419267700
2000-08-01 65.429874458635500
2000-09-01 65.950998577933200
2000-10-01 65.551519059676510
2000-11-01 65.734341674730500
2000-12-01 65.401405669248600
2001-01-01 66.467064833058000
2001-02-01 66.531082775305700
2001-03-01 66.679280237049500
2001-04-01 66.541951752637100
2001-05-01 67.139170549490600
2001-06-01 67.509092198934300
2001-07-01 67.419146801777000
2001-08-01 67.788996442554900
2001-09-01 67.711160255148200
2001-10-01 68.449898461629500
2001-11-01 68.199969754791700
2001-12-01 68.389551551865800
2002-01-01 68.845185255678600
2002-02-01 69.175613523275300
2002-03-01 69.164597870639800
2002-04-01 70.422504427877500
2002-05-01 71.002027256309300
2002-06-01 71.138806906902590
2002-07-01 71.612086051011400
2002-08-01 71.886962331907090
2002-09-01 71.546283643656990
2002-10-01 71.891004307344000
2002-11-01 72.423226256036500
2002-12-01 72.482833813285510
2003-01-01 72.209601523969400
2003-02-01 72.414400387955510
2003-03-01 72.396798841944590
2003-04-01 71.964268611539000
2003-05-01 71.898921059331600
2003-06-01 71.769432747576800
2003-07-01 71.870160489296100
2003-08-01 72.005993708595910
2003-09-01 72.314661869048590
2003-10-01 71.963616527636000
2003-11-01 72.078092115457100
2003-12-01 71.989622146963200
2004-01-01 74.546011282014800
2004-02-01 74.516026704859710
2004-03-01 74.719712222625900
2004-04-01 74.440097518396700
2004-05-01 74.231961610661000
2004-06-01 73.989080979379210
2004-07-01 73.700425068887800
2004-08-01 73.641938473015800
2004-09-01 73.966434238542200
2004-10-01 74.611228120262100
2004-11-01 74.439036146999410
2004-12-01 74.716870548891900
2005-01-01 74.306608698246900
2005-02-01 74.396817078663400
2005-03-01 74.579067751089910
2005-04-01 75.298443905038200
2005-05-01 75.040536067090200
2005-06-01 75.169591687329800
2005-07-01 75.815209729562910
2005-08-01 76.180913412461300
2005-09-01 76.541555626352800
2005-10-01 76.584665848106500
2005-11-01 76.644748867048100
2005-12-01 77.251374835924100
2006-01-01 76.169296108491600
2006-02-01 76.373439148592500
2006-03-01 76.339107639638500
2006-04-01 76.466851260037800
2006-05-01 76.742308907029410
2006-06-01 77.523487948348700
2006-07-01 77.219828199294200
2006-08-01 77.207005889812300
2006-09-01 77.165536113257900
2006-10-01 76.972801336021000
2006-11-01 76.698272166902000
2006-12-01 77.119648038649090
2007-01-01 78.112910532286700
2007-02-01 78.241456971824200
2007-03-01 78.606647338726090
2007-04-01 78.619296779776090
2007-05-01 78.906990292067500
2007-06-01 79.272429858147500
2007-07-01 79.234007385796400
2007-08-01 79.429753555573300
2007-09-01 79.713983113981700
2007-10-01 80.382072539003290
2007-11-01 80.610985429904590
2007-12-01 80.735211620810000
2008-01-01 80.968514103237710
2008-02-01 81.313870013119600
2008-03-01 81.227539179197700
2008-04-01 81.779089143369200
2008-05-01 82.183830431121210
2008-06-01 81.824296299923590
2008-07-01 82.489417685163200
2008-08-01 82.675157322768300
2008-09-01 82.540581470113790
2008-10-01 82.918727258318500
2008-11-01 83.005795383779300
2008-12-01 83.222443148482580
2009-01-01 83.938590449702090
2009-02-01 83.299419326581100
2009-03-01 83.225689295758800
2009-04-01 82.543926233018410
2009-05-01 82.648109476959590
2009-06-01 82.892775040304000
2009-07-01 83.354575823763300
2009-08-01 82.933482110180100
2009-09-01 82.884723116269800
2009-10-01 82.473080204818200
2009-11-01 82.407237591142700
2009-12-01 82.469052244757900
2010-01-01 82.883759883414800
2010-02-01 82.795521643533200
2010-03-01 82.888315173233600
2010-04-01 83.123813988429790
2010-05-01 83.031382139979100
2010-06-01 83.070480024148600
2010-07-01 82.917045651609000
2010-08-01 82.987922619723900
2010-09-01 83.309244838927500
2010-10-01 83.898072659126200
2010-11-01 83.791134099051500
2010-12-01 83.815989172637300
2011-01-01 83.451485454779800
2011-02-01 83.010243613980900
2011-03-01 83.658931130633900
2011-04-01 83.803993245521000
2011-05-01 83.994967759414990
2011-06-01 84.358533195446000
2011-07-01 84.576983281149500
2011-08-01 84.743509719193100
2011-09-01 85.043630809376710
2011-10-01 85.000458836492000
2011-11-01 85.398084349983790
2011-12-01 85.487515639766900
2012-01-01 85.312499534260300
2012-02-01 85.619850071073420
2012-03-01 85.928511985360910
2012-04-01 86.100238913663400
2012-05-01 86.366995007385100
2012-06-01 86.547228805466500
2012-07-01 86.207197713769400
2012-08-01 86.797363585251690
2012-09-01 86.886990148193590
2012-10-01 86.965944354955410
2012-11-01 87.116318372708100
2012-12-01 87.499896649280800
2013-01-01 87.662269162074300
2013-02-01 87.705472306215400
2013-03-01 87.829693290251200
2013-04-01 87.590891263829500
2013-05-01 87.849813511036490
2013-06-01 87.776804659179800
2013-07-01 87.684101138375210
2013-08-01 88.013269607899000
2013-09-01 87.940158199396310
2013-10-01 88.424512055172500
2013-11-01 88.755387886819300
2013-12-01 88.222652511266220
2014-01-01 88.396456862924810
2014-02-01 88.482660354551090
2014-03-01 88.755567423956590
2014-04-01 89.087578071287500
2014-05-01 89.060587256726920
2014-06-01 88.916729455920500
2014-07-01 88.929319015734410
2014-08-01 88.796946460305700
2014-09-01 88.760777666131800
2014-10-01 88.980172598347500
2014-11-01 89.095411965437000
2014-12-01 89.460119960388510
2015-01-01 89.857753922516100
2015-02-01 90.075143511697900
2015-03-01 90.105430919363220
2015-04-01 90.192373592373910
2015-05-01 90.284917156086510
2015-06-01 90.591914261382100
2015-07-01 90.533396599984400
2015-08-01 90.537955522991080
2015-09-01 90.851063655615100
2015-10-01 91.025022899048710
2015-11-01 91.123635498237000
2015-12-01 91.092982227494420
2016-01-01 91.339386054903800
2016-02-01 91.374138443213000
2016-03-01 91.201397961159700
2016-04-01 91.012923243226410
2016-05-01 90.815088170214710
2016-06-01 90.561607678440000
2016-07-01 91.420104007311990
2016-08-01 91.452506841562500
2016-09-01 91.408815131233710
2016-10-01 90.699633824036600
2016-11-01 91.228509833355790
2016-12-01 91.333045413341410
2017-01-01 90.321473536540510
2017-02-01 90.959318115571800
2017-03-01 91.419589840137190
2017-04-01 92.057617202354100
2017-05-01 92.267530912027000
2017-06-01 92.544004957553100
2017-07-01 92.103702803881700
2017-08-01 92.129343619031900
2017-09-01 92.361458331997200
2017-10-01 92.559638228132210
2017-11-01 92.715312557714100
2017-12-01 92.851277474690800
2018-01-01 92.532448612080500
2018-02-01 92.953277502584710
2018-03-01 93.247270633332800
2018-04-01 92.700953722306500
2018-05-01 93.024366645102400
2018-06-01 92.801247865267500
2018-07-01 93.429712139022600
2018-08-01 93.736271508432410
2018-09-01 93.734780285912100
2018-10-01 94.021704156947990
2018-11-01 93.969297297096720
2018-12-01 94.266554688144500
2019-01-01 95.334600598592300
2019-02-01 95.720433545771700
2019-03-01 96.045861408226910
2019-04-01 96.929316844254300
2019-05-01 97.390151246025600
2019-06-01 97.587913154311600
2019-07-01 97.895938191937790
2019-08-01 97.968310065357000
2019-09-01 98.231766947386300
2019-10-01 97.981500103230200
2019-11-01 98.436175388233790
2019-12-01 98.564867592592080
2020-01-01 98.790965365944600
2020-02-01 98.954566935841300
2020-03-01 98.782230667716790
2020-04-01 90.632578336002600
2020-05-01 93.559113368703700
2020-06-01 95.309405263892100
2020-07-01 95.797144240917920
2020-08-01 96.574619852566410
2020-09-01 97.003213878332600
2020-10-01 97.717837069770000
2020-11-01 97.953657888126410
2020-12-01 98.067066479601590
2021-01-01 97.788997911980700
2021-02-01 97.333224279967500
2021-03-01 98.427624580480900
2021-04-01 98.266645371123400
2021-05-01 97.744039800280920
2021-06-01 98.419392421138000
2021-07-01 98.875490751710090
2021-08-01 98.892891956935900
2021-09-01 99.202556023608600
2021-10-01 99.573517786278910
2021-11-01 99.892538789065600
2021-12-01 99.768486483417700
2022-01-01 100.113496644115000
2022-02-01 100.224928160597000
2022-03-01 100.601491847467000
2022-04-01 101.556299448778000
2022-05-01 102.402147355480000
2022-06-01 102.897905398694990
2022-07-01 103.892140355077000
2022-08-01 104.651126932854000
2022-09-01 105.720378455055010
2022-10-01 106.339971286019990
2022-11-01 107.115096799768010
2022-12-01 108.369096054049000
2023-01-01 109.264586482862000
2023-02-01 109.811087859534000
2023-03-01 110.481215136292000
2023-04-01 109.911952834851000
2023-05-01 110.931217248299000
2023-06-01 111.483256647124010
2023-07-01 112.137290160126000
2023-08-01 112.902810126585010
2023-09-01 113.527754510846010
2023-10-01 114.117626702857000
2023-11-01 115.760833459536000
2023-12-01 117.396632418720000
2024-01-01 119.412907328897990
2024-02-01 119.809280566019000
2024-03-01 120.551204894787000
2024-04-01 121.452007902614000
2024-05-01 120.737706430210990
2024-06-01 122.477813151449000
2024-07-01 122.168791419074990
2024-08-01 122.854247835760000
2024-09-01 122.812559402626000
2024-10-01 122.891024561576000
2024-11-01 123.594676902957000
2024-12-01 122.524927663177000

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