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 2024-10-01
Last Updated 2024-11-20 4:59 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 46.389111059202100
1990-02-01 46.575674171494290
1990-03-01 46.725327339404494
1990-04-01 46.712671070967595
1990-05-01 46.926996866667395
1990-06-01 47.053413131196390
1990-07-01 47.197352875743600
1990-08-01 47.407607265413596
1990-09-01 47.504646713026894
1990-10-01 47.825932750581295
1990-11-01 48.002305799401400
1990-12-01 48.074512694926700
1991-01-01 48.386153428869110
1991-02-01 48.264937744759100
1991-03-01 48.607726245622000
1991-04-01 49.022767238835900
1991-05-01 49.539235888815206
1991-06-01 49.683377038455800
1991-07-01 49.402077983932100
1991-08-01 49.745542079071800
1991-09-01 49.398057322196706
1991-10-01 49.812084224610790
1991-11-01 49.787976763832795
1991-12-01 49.861130601791710
1992-01-01 49.758428214368200
1992-02-01 49.949427180105495
1992-03-01 50.084805252382710
1992-04-01 50.237115480785600
1992-05-01 50.255728357277100
1992-06-01 50.625998043015200
1992-07-01 50.699728465341800
1992-08-01 50.787782114869394
1992-09-01 51.085655757146900
1992-10-01 51.107177622381705
1992-11-01 51.368794269014500
1992-12-01 51.225474469582900
1993-01-01 52.149601039067605
1993-02-01 52.242434046592800
1993-03-01 52.535571499597104
1993-04-01 53.368274624855500
1993-05-01 53.186001660422896
1993-06-01 53.169974316480210
1993-07-01 53.497919095700500
1993-08-01 53.749677784856200
1993-09-01 54.075275127840210
1993-10-01 54.190684247884100
1993-11-01 54.429705442047904
1993-12-01 54.680579062894200
1994-01-01 54.742462468389900
1994-02-01 55.039913011329700
1994-03-01 55.088657179425300
1994-04-01 55.101368159521290
1994-05-01 55.301794377510100
1994-06-01 55.320658786402100
1994-07-01 56.100874743030005
1994-08-01 56.179579435757700
1994-09-01 56.577222863852995
1994-10-01 57.172747527679704
1994-11-01 57.468531580173400
1994-12-01 57.725754595567100
1995-01-01 58.386081408380700
1995-02-01 58.554938203816900
1995-03-01 58.760078657458600
1995-04-01 58.928228719870994
1995-05-01 59.128544279542890
1995-06-01 59.359224479763200
1995-07-01 59.180085355593500
1995-08-01 59.979295311025496
1995-09-01 60.602680408189400
1995-10-01 60.644608251154790
1995-11-01 60.892019155880900
1995-12-01 61.370479084616605
1996-01-01 60.162665722416900
1996-02-01 60.384551975374700
1996-03-01 61.167552195965000
1996-04-01 61.444959870495100
1996-05-01 62.041779080391905
1996-06-01 62.383710695449600
1996-07-01 61.942837404242105
1996-08-01 62.607609303273600
1996-09-01 62.624724445969290
1996-10-01 62.836703286274700
1996-11-01 63.032330095588290
1996-12-01 63.117513290483100
1997-01-01 63.410423309468900
1997-02-01 63.771326736899400
1997-03-01 63.702536148112900
1997-04-01 62.928392102650800
1997-05-01 63.529501503821294
1997-06-01 64.555330470309800
1997-07-01 63.496470543454510
1997-08-01 63.692969965231400
1997-09-01 63.825100069326300
1997-10-01 64.654697968629600
1997-11-01 64.410088525576800
1997-12-01 64.289634455934400
1998-01-01 64.655266960677790
1998-02-01 64.665707029263600
1998-03-01 64.547730104644390
1998-04-01 65.328070570701600
1998-05-01 65.179165809353800
1998-06-01 64.699534454142600
1998-07-01 65.976502196066200
1998-08-01 65.763253716416000
1998-09-01 65.595192584327490
1998-10-01 65.859640288011890
1998-11-01 66.015264787304200
1998-12-01 66.384533994797300
1999-01-01 65.687178900730000
1999-02-01 65.880351741463700
1999-03-01 65.718586245435900
1999-04-01 64.988805981503600
1999-05-01 64.893052003446100
1999-06-01 64.739342087716300
1999-07-01 65.067103569566900
1999-08-01 64.732611984112710
1999-09-01 64.601051985726900
1999-10-01 64.279522386643000
1999-11-01 64.247211923137700
1999-12-01 64.215585480442500
2000-01-01 64.172067463834300
2000-02-01 64.143301309573000
2000-03-01 64.047967395973900
2000-04-01 65.181657235772700
2000-05-01 65.707426434683400
2000-06-01 65.410433277257100
2000-07-01 65.200768478806000
2000-08-01 65.439128860110900
2000-09-01 65.963799758477400
2000-10-01 65.571881952212300
2000-11-01 65.745018065576290
2000-12-01 65.433046903243590
2001-01-01 66.469605929176800
2001-02-01 66.530788065470200
2001-03-01 66.658931485113800
2001-04-01 66.544489412985800
2001-05-01 67.125422714767990
2001-06-01 67.504937669094200
2001-07-01 67.391997132542300
2001-08-01 67.793999493560490
2001-09-01 67.718428802761100
2001-10-01 68.456236089460400
2001-11-01 68.205119457684400
2001-12-01 68.414917530993290
2002-01-01 68.846856366061000
2002-02-01 69.175591649924900
2002-03-01 69.152034720224000
2002-04-01 70.423105218946200
2002-05-01 70.988844045157010
2002-06-01 71.134828286443210
2002-07-01 71.609809443995500
2002-08-01 71.886091335283600
2002-09-01 71.548483170898700
2002-10-01 71.893809149261200
2002-11-01 72.425531445744500
2002-12-01 72.496259974582910
2003-01-01 72.211233524774700
2003-02-01 72.414370341917590
2003-03-01 72.390792826651210
2003-04-01 71.963270881320410
2003-05-01 71.891990599444500
2003-06-01 71.767755603804600
2003-07-01 71.870313335918410
2003-08-01 72.006444756949100
2003-09-01 72.315702222147100
2003-10-01 71.964185541051700
2003-11-01 72.078007324483100
2003-12-01 71.994963908706710
2004-01-01 74.547303764893580
2004-02-01 74.515238379478200
2004-03-01 74.720176469816790
2004-04-01 74.437675238250290
2004-05-01 74.230402867793000
2004-06-01 73.987659828233300
2004-07-01 73.700772611890000
2004-08-01 73.642198819423200
2004-09-01 73.966577378870710
2004-10-01 74.611329254740200
2004-11-01 74.438599229088000
2004-12-01 74.716009141882200
2005-01-01 74.309227212738800
2005-02-01 74.397377455958100
2005-03-01 74.580054268330100
2005-04-01 75.297642968708700
2005-05-01 75.040173966239010
2005-06-01 75.168951656584410
2005-07-01 75.815038735424600
2005-08-01 76.180732781142800
2005-09-01 76.541353797806410
2005-10-01 76.584516483538900
2005-11-01 76.643812400915790
2005-12-01 77.250266808086100
2006-01-01 76.171646195610500
2006-02-01 76.374118345235700
2006-03-01 76.339575996681400
2006-04-01 76.466788527564000
2006-05-01 76.742428132332300
2006-06-01 77.523000126841500
2006-07-01 77.219606020703400
2006-08-01 77.206794008553420
2006-09-01 77.165308283354100
2006-10-01 76.972628927361600
2006-11-01 76.697471283012290
2006-12-01 77.118843674494700
2007-01-01 78.114835661088700
2007-02-01 78.241807744349910
2007-03-01 78.606936557308800
2007-04-01 78.619256106676500
2007-05-01 78.907087522190800
2007-06-01 79.272094938953000
2007-07-01 79.233833923497410
2007-08-01 79.429620210110900
2007-09-01 79.713857639007300
2007-10-01 80.381994738184300
2007-11-01 80.610413029705800
2007-12-01 80.734852849491600
2008-01-01 80.969841921068700
2008-02-01 81.313946053086200
2008-03-01 81.227627411068500
2008-04-01 81.779026966249500
2008-05-01 82.183875791989590
2008-06-01 81.824094270145790
2008-07-01 82.489300245037100
2008-08-01 82.675106489669590
2008-09-01 82.540547574500000
2008-10-01 82.918685564802000
2008-11-01 83.005451167648700
2008-12-01 83.222260276967090
2009-01-01 83.939433138120790
2009-02-01 83.299423121605400
2009-03-01 83.225679995597590
2009-04-01 82.543903307078200
2009-05-01 82.648109802082090
2009-06-01 82.892699636085800
2009-07-01 83.354472760699790
2009-08-01 82.933453120533000
2009-09-01 82.884703299619600
2009-10-01 82.473055087505600
2009-11-01 82.407091091916800
2009-12-01 82.469015551688910
2010-01-01 82.884127161702080
2010-02-01 82.795541532172100
2010-03-01 82.888302656624700
2010-04-01 83.123793007067900
2010-05-01 83.031407511592290
2010-06-01 83.070437400693790
2010-07-01 82.916979085522300
2010-08-01 82.987914765773910
2010-09-01 83.309160467868600
2010-10-01 83.898035595879700
2010-11-01 83.791126715853600
2010-12-01 83.816076387369010
2011-01-01 83.451599107758100
2011-02-01 83.010273334286000
2011-03-01 83.658946550421900
2011-04-01 83.803899718352000
2011-05-01 83.995014846423290
2011-06-01 84.358529336476790
2011-07-01 84.576938027619290
2011-08-01 84.743485712941800
2011-09-01 85.043465358126500
2011-10-01 85.000433939026690
2011-11-01 85.398114550322500
2011-12-01 85.487727987926400
2012-01-01 85.312611189297200
2012-02-01 85.619901140217700
2012-03-01 85.928533417430400
2012-04-01 86.100034060048780
2012-05-01 86.367029079546700
2012-06-01 86.547219210551200
2012-07-01 86.207143291248500
2012-08-01 86.797280336980310
2012-09-01 86.886679200228600
2012-10-01 86.965898534824600
2012-11-01 87.116422869132990
2012-12-01 87.500360789832500
2013-01-01 87.662515014103590
2013-02-01 87.705647350621490
2013-03-01 87.829767481403690
2013-04-01 87.590506183840600
2013-05-01 87.849661042829210
2013-06-01 87.776625983326700
2013-07-01 87.684230196151290
2013-08-01 88.012826275149990
2013-09-01 87.939531795537300
2013-10-01 88.424597097700500
2013-11-01 88.755307986195900
2013-12-01 88.224334229695910
2014-01-01 88.396831789330110
2014-02-01 88.483168258385290
2014-03-01 88.755267956458100
2014-04-01 89.086872080722500
2014-05-01 89.060203633794000
2014-06-01 88.915823295631410
2014-07-01 88.929745061883300
2014-08-01 88.796172477940400
2014-09-01 88.759910801842900
2014-10-01 88.980532912344090
2014-11-01 89.095404390144990
2014-12-01 89.463147264887910
2015-01-01 89.859008588660420
2015-02-01 90.075573501458700
2015-03-01 90.104302618344100
2015-04-01 90.191049055978200
2015-05-01 90.284204818972400
2015-06-01 90.590113984765100
2015-07-01 90.533949262058700
2015-08-01 90.536786189416290
2015-09-01 90.850308437489800
2015-10-01 91.025983349602200
2015-11-01 91.123481658109300
2015-12-01 91.099109682701100
2016-01-01 91.341543078534410
2016-02-01 91.375409033737300
2016-03-01 91.194358272044200
2016-04-01 91.012516566989990
2016-05-01 90.814765645270500
2016-06-01 90.558888339415200
2016-07-01 91.420194439388910
2016-08-01 91.451329631682800
2016-09-01 91.409076697557800
2016-10-01 90.701676497786790
2016-11-01 91.228891803140090
2016-12-01 91.341709766852920
2017-01-01 90.324745259220690
2017-02-01 90.960734629453200
2017-03-01 91.400728428795590
2017-04-01 92.065615399253190
2017-05-01 92.265352944682400
2017-06-01 92.540115407635280
2017-07-01 92.103184349107400
2017-08-01 92.127703530660910
2017-09-01 92.360932815213500
2017-10-01 92.569290645011790
2017-11-01 92.714522994354400
2017-12-01 92.861590958450900
2018-01-01 92.535698674708710
2018-02-01 92.954036535426300
2018-03-01 93.216040485360510
2018-04-01 92.717971249114580
2018-05-01 93.020346213648210
2018-06-01 92.796456765744600
2018-07-01 93.428211370958410
2018-08-01 93.734487296476000
2018-09-01 93.734392938547500
2018-10-01 94.040253374710200
2018-11-01 93.968561218851300
2018-12-01 94.275441464412810
2019-01-01 95.337753553328500
2019-02-01 95.720232229500200
2019-03-01 96.000210957409210
2019-04-01 96.956404012309200
2019-05-01 97.383404414097600
2019-06-01 97.581329149302590
2019-07-01 97.892871077296080
2019-08-01 97.968544510590400
2019-09-01 98.235736735111290
2019-10-01 98.013638802110400
2019-11-01 98.436726872968590
2019-12-01 98.570820640527800
2020-01-01 98.788710158308290
2020-02-01 98.947689655407000
2020-03-01 98.721399686161090
2020-04-01 90.668214081553900
2020-05-01 93.546014360200600
2020-06-01 95.300070181937000
2020-07-01 95.794123059788300
2020-08-01 96.580034470399710
2020-09-01 97.014498884302410
2020-10-01 97.784991430270300
2020-11-01 97.953302091644000
2020-12-01 98.061356882132590
2021-01-01 97.772775185821980
2021-02-01 97.310857008461600
2021-03-01 98.350501608643800
2021-04-01 98.314477950483400
2021-05-01 97.720966047801400
2021-06-01 98.405831614804300
2021-07-01 98.876072768087910
2021-08-01 98.908864774880600
2021-09-01 99.230489021753500
2021-10-01 99.704015130304700
2021-11-01 99.906375182042300
2021-12-01 99.722726414064710
2022-01-01 100.062349396896990
2022-02-01 100.173679193167980
2022-03-01 100.512609744446000
2022-04-01 101.601673315224990
2022-05-01 102.375420732751010
2022-06-01 102.886547207122000
2022-07-01 103.904030368883000
2022-08-01 104.683772219245000
2022-09-01 105.778197682376000
2022-10-01 106.554240807624000
2022-11-01 107.142357010651000
2022-12-01 108.253594236754000
2023-01-01 109.168112709387000
2023-02-01 109.725292159360010
2023-03-01 110.373318950854000
2023-04-01 109.949251004995000
2023-05-01 110.908053449463010
2023-06-01 111.477843180630000
2023-07-01 112.164100165230010
2023-08-01 112.956961343571000
2023-09-01 113.626191550181000
2023-10-01 114.415831605958000
2023-11-01 115.802733450788000
2023-12-01 117.196230092301010
2024-01-01 119.264376789541000
2024-02-01 119.687089321096990
2024-03-01 120.426163697903010
2024-04-01 121.483719764762000
2024-05-01 120.721456725315000
2024-06-01 122.482655227365000
2024-07-01 122.213123867146000
2024-08-01 122.928878914866000
2024-09-01 122.948340187203000
2024-10-01 123.170467333321000

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