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 2024-02-01 Last Updated: 2024-03-23 5:20 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/OKLA440EDUHN). 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 46.389103336769600 1990-02-01 46.575638150348610 1990-03-01 46.725327573669600 1990-04-01 46.712671274056300 1990-05-01 46.926999953101700 1990-06-01 47.053422396482200 1990-07-01 47.197356237385800 1990-08-01 47.407610572331600 1990-09-01 47.504652468431395 1990-10-01 47.825938274738000 1990-11-01 48.002310946890900 1990-12-01 48.074523810916396 1991-01-01 48.386143514764900 1991-02-01 48.264903047473204 1991-03-01 48.607724613112794 1991-04-01 49.022764495926296 1991-05-01 49.539235338151705 1991-06-01 49.683390036084400 1991-07-01 49.402078305824794 1991-08-01 49.745545192687900 1991-09-01 49.398066496354296 1991-10-01 49.812096130193900 1991-11-01 49.787988070281100 1991-12-01 49.861144071099396 1992-01-01 49.758410652956705 1992-02-01 49.949392073939800 1992-03-01 50.084798332148196 1992-04-01 50.237107557909496 1992-05-01 50.255724024771396 1992-06-01 50.626015307802895 1992-07-01 50.699718526487600 1992-08-01 50.787787396152600 1992-09-01 51.085672317888495 1992-10-01 51.107199049584210 1992-11-01 51.368821184945400 1992-12-01 51.225510461033400 1993-01-01 52.149550632218290 1993-02-01 52.242390976560110 1993-03-01 52.535552382882100 1993-04-01 53.368260352198700 1993-05-01 53.185996963861290 1993-06-01 53.170004427459710 1993-07-01 53.497888421177905 1993-08-01 53.749691643352800 1993-09-01 54.075303231940204 1993-10-01 54.190718399042000 1993-11-01 54.429751777830894 1993-12-01 54.680641422630200 1994-01-01 54.742370826025706 1994-02-01 55.039856454160500 1994-03-01 55.088617500846990 1994-04-01 55.101353464352600 1994-05-01 55.301775488426600 1994-06-01 55.320744164064600 1994-07-01 56.100810513648206 1994-08-01 56.179595539657896 1994-09-01 56.577259158898290 1994-10-01 57.172795441992900 1994-11-01 57.468593751215600 1994-12-01 57.725839462610500 1995-01-01 58.385949139630900 1995-02-01 58.554865132869104 1995-03-01 58.760015692355790 1995-04-01 58.928214380794200 1995-05-01 59.128509013531705 1995-06-01 59.359399420181800 1995-07-01 59.179980286186400 1995-08-01 59.979311217030600 1995-09-01 60.602719854063300 1995-10-01 60.644663585963790 1995-11-01 60.892083198849110 1995-12-01 61.370561841332500 1996-01-01 60.162524843383295 1996-02-01 60.384470292484500 1996-03-01 61.167475155299800 1996-04-01 61.444952694470395 1996-05-01 62.041729785410990 1996-06-01 62.383971625073390 1996-07-01 61.942704698334500 1996-08-01 62.607617113371700 1996-09-01 62.624755291177100 1996-10-01 62.836752512323510 1996-11-01 63.032382888997795 1996-12-01 63.117585896545400 1997-01-01 63.410284485813506 1997-02-01 63.771241827432796 1997-03-01 63.702460823959100 1997-04-01 62.928391399552100 1997-05-01 63.529462477276000 1997-06-01 64.555624858630110 1997-07-01 63.496337180311000 1997-08-01 63.692975837395900 1997-09-01 63.825109151057504 1997-10-01 64.654734453094000 1997-11-01 64.410122125711000 1997-12-01 64.289660689180790 1998-01-01 64.655168205764400 1998-02-01 64.665642604897000 1998-03-01 64.547669194122890 1998-04-01 65.328080009795400 1998-05-01 65.179137173072300 1998-06-01 64.699819299024300 1998-07-01 65.976393108958500 1998-08-01 65.763249783417590 1998-09-01 65.595171661433800 1998-10-01 65.859655284471400 1998-11-01 66.015270936716200 1998-12-01 66.384511348106100 1999-01-01 65.687131345474400 1999-02-01 65.880321249481800 1999-03-01 65.718553414003890 1999-04-01 64.988824947487500 1999-05-01 64.893052855383200 1999-06-01 64.739567887781000 1999-07-01 65.067035881401100 1999-08-01 64.732604154988300 1999-09-01 64.601000705134500 1999-10-01 64.279505176094600 1999-11-01 64.247185560135790 1999-12-01 64.215515823218900 2000-01-01 64.172071083442700 2000-02-01 64.143318785791300 2000-03-01 64.047976687806000 2000-04-01 65.181696298366300 2000-05-01 65.707459576023400 2000-06-01 65.410580073051790 2000-07-01 65.200744419187400 2000-08-01 65.439111989790900 2000-09-01 65.963725358825100 2000-10-01 65.571824429412500 2000-11-01 65.744935242190700 2000-12-01 65.432894199276100 2001-01-01 66.469705837846600 2001-02-01 66.530874570090800 2001-03-01 66.658991476140500 2001-04-01 66.544552331754700 2001-05-01 67.125489048051100 2001-06-01 67.505004720731290 2001-07-01 67.391992883732000 2001-08-01 67.793965695633900 2001-09-01 67.718313613136200 2001-10-01 68.456188067367210 2001-11-01 68.204965047830400 2001-12-01 68.414652634193790 2002-01-01 68.847063864242400 2002-02-01 69.175760100086010 2002-03-01 69.152148061502400 2002-04-01 70.423194408895500 2002-05-01 70.988923631065500 2002-06-01 71.134853914419200 2002-07-01 71.609804544308090 2002-08-01 71.886024093262700 2002-09-01 71.548332703818800 2002-10-01 71.893781327698790 2002-11-01 72.425292663232700 2002-12-01 72.495861582872700 2003-01-01 72.211606998374300 2003-02-01 72.414604274332900 2003-03-01 72.390944738777000 2003-04-01 71.963370407146800 2003-05-01 71.892068479698300 2003-06-01 71.767752696525590 2003-07-01 71.870284369994500 2003-08-01 72.006350308733700 2003-09-01 72.315534625235600 2003-10-01 71.964205372938790 2003-11-01 72.077711793070700 2003-12-01 71.994524284467590 2004-01-01 74.547810047544000 2004-02-01 74.515479971461290 2004-03-01 74.720341960231300 2004-04-01 74.437770572204800 2004-05-01 74.230473743247090 2004-06-01 73.987627783643800 2004-07-01 73.700727991661710 2004-08-01 73.642094410009290 2004-09-01 73.966426756320090 2004-10-01 74.611368002157490 2004-11-01 74.438274167051200 2004-12-01 74.715542463341100 2005-01-01 74.309835292763900 2005-02-01 74.397585035080410 2005-03-01 74.580195486352500 2005-04-01 75.297714628082200 2005-05-01 75.040223348471100 2005-06-01 75.168894848583210 2005-07-01 75.814980325652090 2005-08-01 76.180632060594400 2005-09-01 76.541220902367300 2005-10-01 76.584597566300590 2005-11-01 76.643510689926800 2005-12-01 77.249873018402700 2006-01-01 76.172236647007900 2006-02-01 76.374262034347100 2006-03-01 76.339677506409000 2006-04-01 76.466827839454200 2006-05-01 76.742462514517400 2006-06-01 77.522927962386500 2006-07-01 77.219548019015100 2006-08-01 77.206720973217590 2006-09-01 77.165221787635590 2006-10-01 76.972691250887690 2006-11-01 76.697248657064000 2006-12-01 77.118576876169000 2007-01-01 78.115340942102010 2007-02-01 78.241877181254300 2007-03-01 78.606987799976790 2007-04-01 78.619270482409010 2007-05-01 78.907105600787590 2007-06-01 79.272028266064300 2007-07-01 79.233780255568800 2007-08-01 79.429577435347080 2007-09-01 79.713814977962900 2007-10-01 80.382031518013400 2007-11-01 80.610261092894400 2007-12-01 80.734725525351800 2008-01-01 80.970198291233200 2008-02-01 81.313954677205000 2008-03-01 81.227640005876800 2008-04-01 81.779027252589500 2008-05-01 82.183886218728800 2008-06-01 81.824044775099500 2008-07-01 82.489258687689410 2008-08-01 82.675092982200500 2008-09-01 82.540543263527100 2008-10-01 82.918675834438000 2008-11-01 83.005370911296500 2008-12-01 83.222205797669900 2009-01-01 83.939656830957590 2009-02-01 83.299421565614000 2009-03-01 83.225676351238900 2009-04-01 82.543898465286400 2009-05-01 82.648111143254200 2009-06-01 82.892671304253410 2009-07-01 83.354432547827300 2009-08-01 82.933454470300500 2009-09-01 82.884710347215200 2009-10-01 82.473050554658700 2009-11-01 82.407058841121000 2009-12-01 82.469003345553500 2010-01-01 82.884214602555700 2010-02-01 82.795550431886910 2010-03-01 82.888299499025790 2010-04-01 83.123785755527800 2010-05-01 83.031411607979000 2010-06-01 83.070417005017300 2010-07-01 82.916931056748600 2010-08-01 82.987910045313800 2010-09-01 83.309222279378800 2010-10-01 83.898012225517200 2010-11-01 83.791126344374290 2010-12-01 83.816075299636100 2011-01-01 83.451608907461900 2011-02-01 83.010284372969300 2011-03-01 83.658946944349900 2011-04-01 83.803909686322800 2011-05-01 83.995004685056700 2011-06-01 84.358498700790210 2011-07-01 84.576872081922290 2011-08-01 84.743489243897200 2011-09-01 85.043634235764420 2011-10-01 85.000451521783200 2011-11-01 85.398132266041000 2011-12-01 85.487678969239800 2012-01-01 85.312513932199700 2012-02-01 85.619766739003910 2012-03-01 85.928435532944700 2012-04-01 86.100082040485000 2012-05-01 86.367135719941500 2012-06-01 86.547345360065400 2012-07-01 86.207191860522100 2012-08-01 86.797336264957010 2012-09-01 86.886941772916700 2012-10-01 86.965929799685800 2012-11-01 87.116415474079700 2012-12-01 87.500133864646800 2013-01-01 87.662137154611200 2013-02-01 87.705132693449100 2013-03-01 87.829373659418080 2013-04-01 87.590615110619300 2013-05-01 87.850197387517300 2013-06-01 87.777586075039600 2013-07-01 87.684185046680600 2013-08-01 88.013188791188910 2013-09-01 87.939805478676590 2013-10-01 88.424711985928000 2013-11-01 88.755304097797400 2013-12-01 88.223305870128210 2014-01-01 88.396003881730900 2014-02-01 88.482072846590280 2014-03-01 88.754513485604100 2014-04-01 89.086345490156800 2014-05-01 89.059811631036700 2014-06-01 88.922928634717510 2014-07-01 88.928198302144080 2014-08-01 88.796161641842800 2014-09-01 88.760095067950700 2014-10-01 88.980672465893700 2014-11-01 89.094951123482800 2014-12-01 89.460947444946100 2015-01-01 89.857520294926300 2015-02-01 90.073616301264100 2015-03-01 90.103061991695500 2015-04-01 90.190107641244000 2015-05-01 90.283409777849200 2015-06-01 90.604389232951900 2015-07-01 90.531453254467200 2015-08-01 90.536353692358800 2015-09-01 90.849828868903000 2015-10-01 91.025759179829300 2015-11-01 91.122671917270000 2015-12-01 91.093761173538400 2016-01-01 91.339969265901910 2016-02-01 91.372749410115500 2016-03-01 91.193180041910710 2016-04-01 91.011164533564910 2016-05-01 90.813993833128590 2016-06-01 90.580628234627400 2016-07-01 91.417824780337090 2016-08-01 91.450223852054100 2016-09-01 91.406985130359300 2016-10-01 90.699881388406200 2016-11-01 91.227147190969790 2016-12-01 91.333263871475800 2017-01-01 90.323043092796810 2017-02-01 90.958629105991800 2017-03-01 91.401920252318900 2017-04-01 92.060418259715800 2017-05-01 92.263865726586700 2017-06-01 92.576120706631090 2017-07-01 92.098556210860010 2017-08-01 92.125754383970700 2017-09-01 92.358734093086200 2017-10-01 92.558723967000400 2017-11-01 92.712703757025300 2017-12-01 92.850689275838000 2018-01-01 92.533170636576000 2018-02-01 92.954013865963290 2018-03-01 93.222815278993100 2018-04-01 92.712615889544700 2018-05-01 93.012392304230290 2018-06-01 92.848982587755420 2018-07-01 93.423406374820710 2018-08-01 93.731717272076500 2018-09-01 93.730424694881000 2018-10-01 94.017048646932000 2018-11-01 93.961934085123900 2018-12-01 94.260209557936990 2019-01-01 95.331134730086090 2019-02-01 95.721900180141200 2019-03-01 96.023064345689700 2019-04-01 96.955591901601700 2019-05-01 97.374438979470600 2019-06-01 97.652405990219400 2019-07-01 97.891931352894800 2019-08-01 97.965374256302000 2019-09-01 98.226053760952580 2019-10-01 97.968268506842400 2019-11-01 98.415156259981220 2019-12-01 98.542580895039700 2020-01-01 98.771546623084500 2020-02-01 98.945000290820790 2020-03-01 98.774476110091000 2020-04-01 90.696337524186590 2020-05-01 93.544237308149500 2020-06-01 95.379524296187710 2020-07-01 95.807565931784210 2020-08-01 96.582073912156090 2020-09-01 96.996628339978300 2020-10-01 97.689657180802000 2020-11-01 97.908297699612900 2020-12-01 98.003852592183210 2021-01-01 97.738188042602500 2021-02-01 97.305641710735400 2021-03-01 98.436239837162990 2021-04-01 98.411098942306710 2021-05-01 97.737831110485000 2021-06-01 98.530990922664910 2021-07-01 98.886363207031700 2021-08-01 98.929305250505690 2021-09-01 99.183418354108910 2021-10-01 99.524999261341300 2021-11-01 99.816066038557500 2021-12-01 99.624073575306500 2022-01-01 100.003070149434000 2022-02-01 100.167114394276010 2022-03-01 100.663417891446000 2022-04-01 101.815012561069000 2022-05-01 102.416222465778000 2022-06-01 103.075048690049000 2022-07-01 103.901488954262000 2022-08-01 104.713867075338000 2022-09-01 105.674691000871000 2022-10-01 106.246578566031000 2022-11-01 106.998943913021000 2022-12-01 108.103603170496000 2023-01-01 109.083539094946000 2023-02-01 109.725449034489000 2023-03-01 110.615392156584000 2023-04-01 110.308035528206000 2023-05-01 110.984511335165010 2023-06-01 111.754893322710980 2023-07-01 112.127845731301010 2023-08-01 112.992500804728000 2023-09-01 113.441880524903000 2023-10-01 113.965354548604000 2023-11-01 115.599974609269010 2023-12-01 117.000741474520000 2024-01-01 119.157950850778010 2024-02-01 118.995738116450000