Table Data - All Employees: Education and Health Services: Private Educational Services in Tulsa, OK (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406561000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:32 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. 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 | 3.4187899577 |
| 1990-02-01 | 3.4368637147 |
| 1990-03-01 | 3.3497254419 |
| 1990-04-01 | 3.3244874026 |
| 1990-05-01 | 3.0043993346 |
| 1990-06-01 | 3.2716433088 |
| 1990-07-01 | 3.3698779534 |
| 1990-08-01 | 3.2961784636 |
| 1990-09-01 | 3.3436858563 |
| 1990-10-01 | 3.2655558067 |
| 1990-11-01 | 3.2772649709 |
| 1990-12-01 | 3.3355132740 |
| 1991-01-01 | 3.2177975428 |
| 1991-02-01 | 3.2428826592 |
| 1991-03-01 | 3.2527721328 |
| 1991-04-01 | 3.4449617327 |
| 1991-05-01 | 3.4097752124 |
| 1991-06-01 | 3.2540345142 |
| 1991-07-01 | 3.2588418550 |
| 1991-08-01 | 3.0839887645 |
| 1991-09-01 | 3.3367995180 |
| 1991-10-01 | 3.4648943295 |
| 1991-11-01 | 3.4729171080 |
| 1991-12-01 | 3.5430768706 |
| 1992-01-01 | 3.6244561332 |
| 1992-02-01 | 3.6616432219 |
| 1992-03-01 | 3.6657890939 |
| 1992-04-01 | 3.6724260035 |
| 1992-05-01 | 3.5081153110 |
| 1992-06-01 | 3.2256844896 |
| 1992-07-01 | 3.4405954256 |
| 1992-08-01 | 3.4551045247 |
| 1992-09-01 | 3.7309457400 |
| 1992-10-01 | 3.5636916205 |
| 1992-11-01 | 3.5732333506 |
| 1992-12-01 | 3.5592346790 |
| 1993-01-01 | 3.5350759880 |
| 1993-02-01 | 3.4811252175 |
| 1993-03-01 | 3.5859643876 |
| 1993-04-01 | 3.4999344709 |
| 1993-05-01 | 3.6044782710 |
| 1993-06-01 | 3.6976877677 |
| 1993-07-01 | 3.7149092356 |
| 1993-08-01 | 3.9195577601 |
| 1993-09-01 | 3.6154757411 |
| 1993-10-01 | 3.5675781264 |
| 1993-11-01 | 3.5775739705 |
| 1993-12-01 | 3.5737479614 |
| 1994-01-01 | 3.7517675906 |
| 1994-02-01 | 3.8132125049 |
| 1994-03-01 | 3.8118658357 |
| 1994-04-01 | 3.7208940016 |
| 1994-05-01 | 3.6904104735 |
| 1994-06-01 | 3.8753017215 |
| 1994-07-01 | 3.7773618974 |
| 1994-08-01 | 3.7754224648 |
| 1994-09-01 | 3.8020472924 |
| 1994-10-01 | 3.7844353876 |
| 1994-11-01 | 3.7916985142 |
| 1994-12-01 | 3.8911480712 |
| 1995-01-01 | 3.5660810111 |
| 1995-02-01 | 3.4380182648 |
| 1995-03-01 | 3.4386641862 |
| 1995-04-01 | 3.4205086675 |
| 1995-05-01 | 3.6754893762 |
| 1995-06-01 | 3.8701994512 |
| 1995-07-01 | 3.7396111392 |
| 1995-08-01 | 3.8376070192 |
| 1995-09-01 | 3.7873880932 |
| 1995-10-01 | 3.9082765944 |
| 1995-11-01 | 3.9024753687 |
| 1995-12-01 | 4.0004475762 |
| 1996-01-01 | 3.9874932726 |
| 1996-02-01 | 4.0599063375 |
| 1996-03-01 | 4.0610259025 |
| 1996-04-01 | 4.1001421990 |
| 1996-05-01 | 4.1589993476 |
| 1996-06-01 | 4.0870256102 |
| 1996-07-01 | 4.1064016687 |
| 1996-08-01 | 4.1012164235 |
| 1996-09-01 | 4.1768345934 |
| 1996-10-01 | 4.1339875540 |
| 1996-11-01 | 4.1182960864 |
| 1996-12-01 | 4.2027251927 |
| 1997-01-01 | 4.3054180834 |
| 1997-02-01 | 4.2713981043 |
| 1997-03-01 | 4.3762543351 |
| 1997-04-01 | 4.3639105910 |
| 1997-05-01 | 4.3469677843 |
| 1997-06-01 | 4.4223057902 |
| 1997-07-01 | 4.3813873772 |
| 1997-08-01 | 4.3769401462 |
| 1997-09-01 | 4.3617044921 |
| 1997-10-01 | 4.3603416181 |
| 1997-11-01 | 4.4390312822 |
| 1997-12-01 | 4.4025800986 |
| 1998-01-01 | 4.4139978424 |
| 1998-02-01 | 4.3726022552 |
| 1998-03-01 | 4.3677861824 |
| 1998-04-01 | 4.5272343968 |
| 1998-05-01 | 4.5523891310 |
| 1998-06-01 | 4.7652674939 |
| 1998-07-01 | 4.5701920147 |
| 1998-08-01 | 4.5629787537 |
| 1998-09-01 | 4.4409799689 |
| 1998-10-01 | 4.5820074405 |
| 1998-11-01 | 4.7608315829 |
| 1998-12-01 | 4.6032946835 |
| 1999-01-01 | 4.6094257899 |
| 1999-02-01 | 4.7661092899 |
| 1999-03-01 | 4.7494754113 |
| 1999-04-01 | 4.4916766249 |
| 1999-05-01 | 4.5622311657 |
| 1999-06-01 | 4.8136817528 |
| 1999-07-01 | 4.9770243271 |
| 1999-08-01 | 4.9600006122 |
| 1999-09-01 | 5.0183503446 |
| 1999-10-01 | 4.9929188155 |
| 1999-11-01 | 4.9731557109 |
| 1999-12-01 | 5.0039117712 |
| 2000-01-01 | 4.7000231876 |
| 2000-02-01 | 4.8589290120 |
| 2000-03-01 | 4.8256056440 |
| 2000-04-01 | 4.9680575406 |
| 2000-05-01 | 5.1743163629 |
| 2000-06-01 | 5.0551465619 |
| 2000-07-01 | 5.2038032120 |
| 2000-08-01 | 5.1484880564 |
| 2000-09-01 | 5.4947633370 |
| 2000-10-01 | 5.0928860430 |
| 2000-11-01 | 5.0834526472 |
| 2000-12-01 | 5.2044282850 |
| 2001-01-01 | 5.2921326624 |
| 2001-02-01 | 5.3612816117 |
| 2001-03-01 | 5.4116698803 |
| 2001-04-01 | 5.3544751176 |
| 2001-05-01 | 5.1712832398 |
| 2001-06-01 | 5.1822708211 |
| 2001-07-01 | 5.1343402405 |
| 2001-08-01 | 5.1254878697 |
| 2001-09-01 | 5.2728712564 |
| 2001-10-01 | 5.2897847135 |
| 2001-11-01 | 5.2945407308 |
| 2001-12-01 | 5.3189956820 |
| 2002-01-01 | 5.3859970342 |
| 2002-02-01 | 5.3744193618 |
| 2002-03-01 | 5.4080168623 |
| 2002-04-01 | 5.3552191998 |
| 2002-05-01 | 5.2673441246 |
| 2002-06-01 | 5.1716873428 |
| 2002-07-01 | 5.0505956961 |
| 2002-08-01 | 5.5802738827 |
| 2002-09-01 | 5.7654334736 |
| 2002-10-01 | 5.7909518583 |
| 2002-11-01 | 5.9058960666 |
| 2002-12-01 | 5.8435984564 |
| 2003-01-01 | 5.7909522287 |
| 2003-02-01 | 5.7005907764 |
| 2003-03-01 | 5.7299678238 |
| 2003-04-01 | 5.7693041082 |
| 2003-05-01 | 5.8476095944 |
| 2003-06-01 | 5.7259228283 |
| 2003-07-01 | 5.7336757172 |
| 2003-08-01 | 5.9247548424 |
| 2003-09-01 | 5.8698732337 |
| 2003-10-01 | 5.8994300577 |
| 2003-11-01 | 5.9215752603 |
| 2003-12-01 | 5.9779358602 |
| 2004-01-01 | 6.0114458660 |
| 2004-02-01 | 6.1296563233 |
| 2004-03-01 | 6.1708724248 |
| 2004-04-01 | 6.0998997896 |
| 2004-05-01 | 6.0211207321 |
| 2004-06-01 | 5.9462889226 |
| 2004-07-01 | 5.8829880626 |
| 2004-08-01 | 6.0588711487 |
| 2004-09-01 | 6.1896904702 |
| 2004-10-01 | 6.2180109500 |
| 2004-11-01 | 6.2468548138 |
| 2004-12-01 | 6.2137413333 |
| 2005-01-01 | 6.3428622363 |
| 2005-02-01 | 6.3574876822 |
| 2005-03-01 | 6.4136535786 |
| 2005-04-01 | 6.5376541939 |
| 2005-05-01 | 6.5908572803 |
| 2005-06-01 | 7.0524923866 |
| 2005-07-01 | 6.8149338229 |
| 2005-08-01 | 6.8071697337 |
| 2005-09-01 | 6.6150901249 |
| 2005-10-01 | 6.6369036907 |
| 2005-11-01 | 6.6775267684 |
| 2005-12-01 | 6.7454368092 |
| 2006-01-01 | 6.7734070017 |
| 2006-02-01 | 6.7807899849 |
| 2006-03-01 | 6.7442998262 |
| 2006-04-01 | 6.8746417932 |
| 2006-05-01 | 6.9776258937 |
| 2006-06-01 | 7.3560168462 |
| 2006-07-01 | 7.2437503130 |
| 2006-08-01 | 6.9685971562 |
| 2006-09-01 | 7.0568308575 |
| 2006-10-01 | 6.9551918726 |
| 2006-11-01 | 6.8975079059 |
| 2006-12-01 | 6.9616310841 |
| 2007-01-01 | 6.9984042130 |
| 2007-02-01 | 7.0964252094 |
| 2007-03-01 | 7.0592975979 |
| 2007-04-01 | 7.1089235824 |
| 2007-05-01 | 7.1753100912 |
| 2007-06-01 | 7.3799205541 |
| 2007-07-01 | 7.1905930222 |
| 2007-08-01 | 7.1553052798 |
| 2007-09-01 | 6.9919513676 |
| 2007-10-01 | 7.1641648260 |
| 2007-11-01 | 7.2044049963 |
| 2007-12-01 | 7.1586265566 |
| 2008-01-01 | 7.2130667406 |
| 2008-02-01 | 7.2112118822 |
| 2008-03-01 | 7.2656938376 |
| 2008-04-01 | 6.4351460914 |
| 2008-05-01 | 6.4829817021 |
| 2008-06-01 | 6.5292050069 |
| 2008-07-01 | 6.4594270496 |
| 2008-08-01 | 6.4464944286 |
| 2008-09-01 | 6.4303410564 |
| 2008-10-01 | 6.4691124093 |
| 2008-11-01 | 6.3952088023 |
| 2008-12-01 | 6.4464713891 |
| 2009-01-01 | 6.4191712141 |
| 2009-02-01 | 6.4172854422 |
| 2009-03-01 | 6.4630907764 |
| 2009-04-01 | 6.2520212370 |
| 2009-05-01 | 6.2927684054 |
| 2009-06-01 | 6.4072574329 |
| 2009-07-01 | 6.3590461989 |
| 2009-08-01 | 6.3465107055 |
| 2009-09-01 | 6.2528340649 |
| 2009-10-01 | 6.2667149490 |
| 2009-11-01 | 6.2779709764 |
| 2009-12-01 | 6.3289999427 |
| 2010-01-01 | 6.1207619538 |
| 2010-02-01 | 6.1198260250 |
| 2010-03-01 | 6.0623272469 |
| 2010-04-01 | 6.0543968689 |
| 2010-05-01 | 6.1053087083 |
| 2010-06-01 | 6.1008335849 |
| 2010-07-01 | 6.1737159458 |
| 2010-08-01 | 6.1471785896 |
| 2010-09-01 | 6.1694638442 |
| 2010-10-01 | 6.1651086337 |
| 2010-11-01 | 6.1562623851 |
| 2010-12-01 | 6.2100090718 |
| 2011-01-01 | 6.2246427784 |
| 2011-02-01 | 6.1159314089 |
| 2011-03-01 | 6.1647378738 |
| 2011-04-01 | 6.1509145655 |
| 2011-05-01 | 6.1024936702 |
| 2011-06-01 | 6.1066233626 |
| 2011-07-01 | 6.1037914684 |
| 2011-08-01 | 6.0592555086 |
| 2011-09-01 | 5.9616640069 |
| 2011-10-01 | 5.9638103061 |
| 2011-11-01 | 5.9456577360 |
| 2011-12-01 | 5.8932191119 |
| 2012-01-01 | 5.9259628932 |
| 2012-02-01 | 5.9091891518 |
| 2012-03-01 | 5.7656528910 |
| 2012-04-01 | 5.8393816200 |
| 2012-05-01 | 5.8982177786 |
| 2012-06-01 | 5.8185881007 |
| 2012-07-01 | 5.7382711666 |
| 2012-08-01 | 5.8769074031 |
| 2012-09-01 | 5.8430419540 |
| 2012-10-01 | 5.8627153374 |
| 2012-11-01 | 5.9359658156 |
| 2012-12-01 | 5.9847774479 |
| 2013-01-01 | 5.8252696751 |
| 2013-02-01 | 5.8998577800 |
| 2013-03-01 | 5.8646867001 |
| 2013-04-01 | 5.9275677837 |
| 2013-05-01 | 5.8875871481 |
| 2013-06-01 | 5.9387425589 |
| 2013-07-01 | 5.8754284246 |
| 2013-08-01 | 5.8969312765 |
| 2013-09-01 | 5.9156373619 |
| 2013-10-01 | 5.9590544555 |
| 2013-11-01 | 5.9295782273 |
| 2013-12-01 | 5.9784501541 |
| 2014-01-01 | 5.9259028442 |
| 2014-02-01 | 5.9910735458 |
| 2014-03-01 | 6.0627189154 |
| 2014-04-01 | 6.0127347141 |
| 2014-05-01 | 6.0801976203 |
| 2014-06-01 | 6.0626671885 |
| 2014-07-01 | 6.0052995284 |
| 2014-08-01 | 6.0160135887 |
| 2014-09-01 | 6.0929390396 |
| 2014-10-01 | 6.0514406961 |
| 2014-11-01 | 6.0236837616 |
| 2014-12-01 | 6.0736235120 |
| 2015-01-01 | 6.1308699319 |
| 2015-02-01 | 6.0824048282 |
| 2015-03-01 | 5.9542654934 |
| 2015-04-01 | 6.1049397638 |
| 2015-05-01 | 6.0640127275 |
| 2015-06-01 | 6.1938796610 |
| 2015-07-01 | 6.2267156873 |
| 2015-08-01 | 6.2357235327 |
| 2015-09-01 | 6.2777739979 |
| 2015-10-01 | 6.2370219661 |
| 2015-11-01 | 6.3234162689 |
| 2015-12-01 | 6.1688320955 |
| 2016-01-01 | 6.3347322851 |
| 2016-02-01 | 6.2792191888 |
| 2016-03-01 | 6.2438615764 |
| 2016-04-01 | 6.2963607162 |
| 2016-05-01 | 6.0496439267 |
| 2016-06-01 | 6.2183240474 |
| 2016-07-01 | 6.2368148475 |
| 2016-08-01 | 6.4525186503 |
| 2016-09-01 | 6.3839871928 |
| 2016-10-01 | 6.2222531910 |
| 2016-11-01 | 6.2192234742 |
| 2016-12-01 | 6.1613008916 |
| 2017-01-01 | 6.1415082992 |
| 2017-02-01 | 6.1774500117 |
| 2017-03-01 | 6.1363511260 |
| 2017-04-01 | 6.1886169009 |
| 2017-05-01 | 6.2385768181 |
| 2017-06-01 | 6.1334366296 |
| 2017-07-01 | 6.2402986889 |
| 2017-08-01 | 6.2578785259 |
| 2017-09-01 | 6.3038725128 |
| 2017-10-01 | 6.3099382129 |
| 2017-11-01 | 6.3077359933 |
| 2017-12-01 | 6.3580389113 |
| 2018-01-01 | 6.3568978887 |
| 2018-02-01 | 6.3804555987 |
| 2018-03-01 | 6.4295981300 |
| 2018-04-01 | 6.2802001652 |
| 2018-05-01 | 6.3376413838 |
| 2018-06-01 | 6.2285112606 |
| 2018-07-01 | 6.2397367176 |
| 2018-08-01 | 6.1511485023 |
| 2018-09-01 | 6.2291470835 |
| 2018-10-01 | 6.3047326389 |
| 2018-11-01 | 6.1985847910 |
| 2018-12-01 | 6.2592440799 |
| 2019-01-01 | 6.2721694195 |
| 2019-02-01 | 6.2786000023 |
| 2019-03-01 | 6.3268298090 |
| 2019-04-01 | 6.4745659148 |
| 2019-05-01 | 6.3497115895 |
| 2019-06-01 | 6.3130526779 |
| 2019-07-01 | 6.0424982376 |
| 2019-08-01 | 6.2322804319 |
| 2019-09-01 | 6.2414210932 |
| 2019-10-01 | 6.5076061675 |
| 2019-11-01 | 6.3871054397 |
| 2019-12-01 | 6.4694507354 |
| 2020-01-01 | 6.3839034797 |
| 2020-02-01 | 6.3757242754 |
| 2020-03-01 | 6.3307457254 |
| 2020-04-01 | 5.7640884917 |
| 2020-05-01 | 5.5757694637 |
| 2020-06-01 | 5.8008436748 |
| 2020-07-01 | 5.8458231017 |
| 2020-08-01 | 5.8018985287 |
| 2020-09-01 | 5.6419046096 |
| 2020-10-01 | 5.7223721659 |
| 2020-11-01 | 5.7758021330 |
| 2020-12-01 | 5.6741782638 |
| 2021-01-01 | 5.6881268628 |
| 2021-02-01 | 5.6628952691 |
| 2021-03-01 | 5.8415013604 |
| 2021-04-01 | 5.7553823477 |
| 2021-05-01 | 5.8118912018 |
| 2021-06-01 | 5.9060587754 |
| 2021-07-01 | 5.8573859233 |
| 2021-08-01 | 5.8655004995 |
| 2021-09-01 | 5.8274908434 |
| 2021-10-01 | 5.8365442839 |
| 2021-11-01 | 5.7567598151 |
| 2021-12-01 | 5.7754471147 |
| 2022-01-01 | 5.8933736649 |
| 2022-02-01 | 5.9477590818 |
| 2022-03-01 | 5.8461082422 |
| 2022-04-01 | 5.9519057509 |
| 2022-05-01 | 5.9493755528 |
| 2022-06-01 | 6.0283575766 |
| 2022-07-01 | 5.9729595230 |
| 2022-08-01 | 6.0344452825 |
| 2022-09-01 | 6.1076187121 |
| 2022-10-01 | 6.0378316327 |
| 2022-11-01 | 6.1471266333 |
| 2022-12-01 | 6.0736269217 |
| 2023-01-01 | 6.0856798210 |
| 2023-02-01 | 6.1258901653 |
| 2023-03-01 | 6.1491592812 |
| 2023-04-01 | 6.3588003017 |
| 2023-05-01 | 6.2848915980 |
| 2023-06-01 | 6.2592122642 |
| 2023-07-01 | 6.3880452757 |
| 2023-08-01 | 6.4188314241 |
| 2023-09-01 | 6.3841174296 |
| 2023-10-01 | 6.3257006777 |
| 2023-11-01 | 6.3367103766 |
| 2023-12-01 | 6.4719379017 |
| 2024-01-01 | 6.3746000497 |
| 2024-02-01 | 6.4135332289 |
| 2024-03-01 | 6.4492155379 |
| 2024-04-01 | 6.3684270216 |
| 2024-05-01 | 6.4109090323 |
| 2024-06-01 | 6.3890813995 |
| 2024-07-01 | 6.3938281309 |
| 2024-08-01 | 6.5160418158 |
| 2024-09-01 | 6.5692857711 |
| 2024-10-01 | 6.8077750694 |
| 2024-11-01 | 6.7346072245 |
| 2024-12-01 | 6.7665758554 |
| 2025-01-01 | 6.6580268518 |
| 2025-02-01 | 6.7056279969 |
| 2025-03-01 | 6.6492298956 |
| 2025-04-01 | 6.7834292476 |
| 2025-05-01 | 6.5291405799 |
| 2025-06-01 | 6.3081490317 |
| 2025-07-01 | 6.2941186243 |
| 2025-08-01 | 6.5204227619 |
| 2025-09-01 | 6.6602649534 |
| 2025-10-01 | 6.5921134021 |
| 2025-11-01 | 6.5292711916 |
| 2025-12-01 | 6.4638876737 |
| 2026-01-01 | 6.6481435073 |
| 2026-02-01 | 6.6064237388 |
| 2026-03-01 | 6.6456204653 |
| 2026-04-01 | 6.5974470345 |
| 2026-05-01 | 6.7393602970 |
| 2026-06-01 | 6.8144832591 |
| 2026-07-01 | 6.8903959759 |
| 2026-08-01 | 6.8259837888 |
| 2026-09-01 | 6.8573042042 |