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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM 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 | 3.41879228721852 |
| 1990-02-01 | 3.43686621010059 |
| 1990-03-01 | 3.34972743043278 |
| 1990-04-01 | 3.32448890869284 |
| 1990-05-01 | 3.00439857086887 |
| 1990-06-01 | 3.27164119898390 |
| 1990-07-01 | 3.36987646397848 |
| 1990-08-01 | 3.29617519211488 |
| 1990-09-01 | 3.34368325351995 |
| 1990-10-01 | 3.26555350276816 |
| 1990-11-01 | 3.27726437491390 |
| 1990-12-01 | 3.33551582411627 |
| 1991-01-01 | 3.21780109380842 |
| 1991-02-01 | 3.24288726167844 |
| 1991-03-01 | 3.25277661562768 |
| 1991-04-01 | 3.44496542836387 |
| 1991-05-01 | 3.40976846234320 |
| 1991-06-01 | 3.25403326064134 |
| 1991-07-01 | 3.25884046890006 |
| 1991-08-01 | 3.08398488235402 |
| 1991-09-01 | 3.33679579934539 |
| 1991-10-01 | 3.46489021391423 |
| 1991-11-01 | 3.47291388058012 |
| 1991-12-01 | 3.54307823495960 |
| 1992-01-01 | 3.62445576859742 |
| 1992-02-01 | 3.66165793566626 |
| 1992-03-01 | 3.66580919569042 |
| 1992-04-01 | 3.67243075416221 |
| 1992-05-01 | 3.50809955079968 |
| 1992-06-01 | 3.22567250665526 |
| 1992-07-01 | 3.44059417809467 |
| 1992-08-01 | 3.45510048854383 |
| 1992-09-01 | 3.73094187894646 |
| 1992-10-01 | 3.56368668641133 |
| 1992-11-01 | 3.57322823600793 |
| 1992-12-01 | 3.55923546676261 |
| 1993-01-01 | 3.53507232730423 |
| 1993-02-01 | 3.48115144885072 |
| 1993-03-01 | 3.58600285731564 |
| 1993-04-01 | 3.49994340498510 |
| 1993-05-01 | 3.60445436977345 |
| 1993-06-01 | 3.69766135245671 |
| 1993-07-01 | 3.71490019013778 |
| 1993-08-01 | 3.91954374306892 |
| 1993-09-01 | 3.61546311799577 |
| 1993-10-01 | 3.56756919402975 |
| 1993-11-01 | 3.57757272999947 |
| 1993-12-01 | 3.57376209765336 |
| 1994-01-01 | 3.75178092146758 |
| 1994-02-01 | 3.81327018018448 |
| 1994-03-01 | 3.81193503123466 |
| 1994-04-01 | 3.72090606090836 |
| 1994-05-01 | 3.69036817886124 |
| 1994-06-01 | 3.87522913929513 |
| 1994-07-01 | 3.77730670055357 |
| 1994-08-01 | 3.77536515449280 |
| 1994-09-01 | 3.80201103314756 |
| 1994-10-01 | 3.78443164744848 |
| 1994-11-01 | 3.79173401369795 |
| 1994-12-01 | 3.89122335803212 |
| 1995-01-01 | 3.56617234563228 |
| 1995-02-01 | 3.43814980060541 |
| 1995-03-01 | 3.43869724368663 |
| 1995-04-01 | 3.42054258572316 |
| 1995-05-01 | 3.67541598627220 |
| 1995-06-01 | 3.87007187679152 |
| 1995-07-01 | 3.73948461035597 |
| 1995-08-01 | 3.83749533684326 |
| 1995-09-01 | 3.78703713899684 |
| 1995-10-01 | 3.90826715642251 |
| 1995-11-01 | 3.90286892819102 |
| 1995-12-01 | 4.00057064115004 |
| 1996-01-01 | 3.98767396864097 |
| 1996-02-01 | 4.06018297318528 |
| 1996-03-01 | 4.06114383637296 |
| 1996-04-01 | 4.10034909621018 |
| 1996-05-01 | 4.15853791844252 |
| 1996-06-01 | 4.08716730174595 |
| 1996-07-01 | 4.10533417014157 |
| 1996-08-01 | 4.10129615621694 |
| 1996-09-01 | 4.17633547131614 |
| 1996-10-01 | 4.13406907487561 |
| 1996-11-01 | 4.11907964101391 |
| 1996-12-01 | 4.20289903963979 |
| 1997-01-01 | 4.30580877699111 |
| 1997-02-01 | 4.27177246616044 |
| 1997-03-01 | 4.37640492810136 |
| 1997-04-01 | 4.36424148364046 |
| 1997-05-01 | 4.34625745611843 |
| 1997-06-01 | 4.42266516445968 |
| 1997-07-01 | 4.37933130360916 |
| 1997-08-01 | 4.37718770526851 |
| 1997-09-01 | 4.36099498867169 |
| 1997-10-01 | 4.36051452848817 |
| 1997-11-01 | 4.44020835633383 |
| 1997-12-01 | 4.40279851080821 |
| 1998-01-01 | 4.41459004294456 |
| 1998-02-01 | 4.37308099703894 |
| 1998-03-01 | 4.36808306451339 |
| 1998-04-01 | 4.52771245437720 |
| 1998-05-01 | 4.55145339951254 |
| 1998-06-01 | 4.76583437635899 |
| 1998-07-01 | 4.56711161484990 |
| 1998-08-01 | 4.56333148013176 |
| 1998-09-01 | 4.44028388619345 |
| 1998-10-01 | 4.58223560566171 |
| 1998-11-01 | 4.76205371639496 |
| 1998-12-01 | 4.60353979687655 |
| 1999-01-01 | 4.61021327683282 |
| 1999-02-01 | 4.76669070107625 |
| 1999-03-01 | 4.74991291087194 |
| 1999-04-01 | 4.49231481206293 |
| 1999-05-01 | 4.56166752657486 |
| 1999-06-01 | 4.81458104042613 |
| 1999-07-01 | 4.97278516714956 |
| 1999-08-01 | 4.95995337508051 |
| 1999-09-01 | 5.01775146484509 |
| 1999-10-01 | 4.99331790671690 |
| 1999-11-01 | 4.97401074244193 |
| 1999-12-01 | 5.00428677532803 |
| 2000-01-01 | 4.70095296084197 |
| 2000-02-01 | 4.85972625301679 |
| 2000-03-01 | 4.82632664403053 |
| 2000-04-01 | 4.96885328183268 |
| 2000-05-01 | 5.17390126677080 |
| 2000-06-01 | 5.05847700524502 |
| 2000-07-01 | 5.19613528741413 |
| 2000-08-01 | 5.14805125781571 |
| 2000-09-01 | 5.49464572850991 |
| 2000-10-01 | 5.09351716402011 |
| 2000-11-01 | 5.08363686455153 |
| 2000-12-01 | 5.20498807889406 |
| 2001-01-01 | 5.29327967316166 |
| 2001-02-01 | 5.36232652883430 |
| 2001-03-01 | 5.41269799360436 |
| 2001-04-01 | 5.35554503419510 |
| 2001-05-01 | 5.17180254833507 |
| 2001-06-01 | 5.18825180771543 |
| 2001-07-01 | 5.12140529368597 |
| 2001-08-01 | 5.12493957052324 |
| 2001-09-01 | 5.27346581839254 |
| 2001-10-01 | 5.29081165731600 |
| 2001-11-01 | 5.29419551443151 |
| 2001-12-01 | 5.31989862301240 |
| 2002-01-01 | 5.38732803577943 |
| 2002-02-01 | 5.37574016964435 |
| 2002-03-01 | 5.40934573505420 |
| 2002-04-01 | 5.35651732777571 |
| 2002-05-01 | 5.26848317867773 |
| 2002-06-01 | 5.18044356760603 |
| 2002-07-01 | 5.03210129027125 |
| 2002-08-01 | 5.57998155343127 |
| 2002-09-01 | 5.76665046232130 |
| 2002-10-01 | 5.79226443953137 |
| 2002-11-01 | 5.90548553316239 |
| 2002-12-01 | 5.84482919329948 |
| 2003-01-01 | 5.79246955153728 |
| 2003-02-01 | 5.70215326061945 |
| 2003-03-01 | 5.73138249402023 |
| 2003-04-01 | 5.77095989644016 |
| 2003-05-01 | 5.84959399497010 |
| 2003-06-01 | 5.73543099144351 |
| 2003-07-01 | 5.71117332202363 |
| 2003-08-01 | 5.92498079724197 |
| 2003-09-01 | 5.87160600965813 |
| 2003-10-01 | 5.90112841424270 |
| 2003-11-01 | 5.92141995518448 |
| 2003-12-01 | 5.97952907736383 |
| 2004-01-01 | 6.01306562197187 |
| 2004-02-01 | 6.13129524775406 |
| 2004-03-01 | 6.17215873223958 |
| 2004-04-01 | 6.10156951373225 |
| 2004-05-01 | 6.02288999015744 |
| 2004-06-01 | 5.95593668270200 |
| 2004-07-01 | 5.85937862018211 |
| 2004-08-01 | 6.05968697713474 |
| 2004-09-01 | 6.19145505903053 |
| 2004-10-01 | 6.21979495890682 |
| 2004-11-01 | 6.24723282916299 |
| 2004-12-01 | 6.21544835489565 |
| 2005-01-01 | 6.34449504532798 |
| 2005-02-01 | 6.35896929453828 |
| 2005-03-01 | 6.41462900920911 |
| 2005-04-01 | 6.53926648257679 |
| 2005-05-01 | 6.59259971957163 |
| 2005-06-01 | 7.05969978949547 |
| 2005-07-01 | 6.79388448494814 |
| 2005-08-01 | 6.80852044666769 |
| 2005-09-01 | 6.61671137660932 |
| 2005-10-01 | 6.63861740912021 |
| 2005-11-01 | 6.67830492358545 |
| 2005-12-01 | 6.74707726337281 |
| 2006-01-01 | 6.77482558460092 |
| 2006-02-01 | 6.78188705557459 |
| 2006-03-01 | 6.74489694584616 |
| 2006-04-01 | 6.87580864706982 |
| 2006-05-01 | 6.97880019926060 |
| 2006-06-01 | 7.36024983860693 |
| 2006-07-01 | 7.22883927139480 |
| 2006-08-01 | 6.96982299075538 |
| 2006-09-01 | 7.05777914065923 |
| 2006-10-01 | 6.95644209909039 |
| 2006-11-01 | 6.89846722360291 |
| 2006-12-01 | 6.96300495090578 |
| 2007-01-01 | 6.99944496147539 |
| 2007-02-01 | 7.09712274864080 |
| 2007-03-01 | 7.05955595902716 |
| 2007-04-01 | 7.10975874273394 |
| 2007-05-01 | 7.17613580237863 |
| 2007-06-01 | 7.38112576695203 |
| 2007-07-01 | 7.18220748034597 |
| 2007-08-01 | 7.15608586924896 |
| 2007-09-01 | 6.99246910337996 |
| 2007-10-01 | 7.16502592682334 |
| 2007-11-01 | 7.20503017498666 |
| 2007-12-01 | 7.15971236609873 |
| 2008-01-01 | 7.21371014379262 |
| 2008-02-01 | 7.21153445861697 |
| 2008-03-01 | 7.26573147365937 |
| 2008-04-01 | 6.43547561730151 |
| 2008-05-01 | 6.48320828801536 |
| 2008-06-01 | 6.52943109257349 |
| 2008-07-01 | 6.45607530230195 |
| 2008-08-01 | 6.44665319978802 |
| 2008-09-01 | 6.43032698130129 |
| 2008-10-01 | 6.46952307262601 |
| 2008-11-01 | 6.39551582471873 |
| 2008-12-01 | 6.44723342197226 |
| 2009-01-01 | 6.41948889236189 |
| 2009-02-01 | 6.41739029452645 |
| 2009-03-01 | 6.46308593938819 |
| 2009-04-01 | 6.25217002439975 |
| 2009-05-01 | 6.29285357385132 |
| 2009-06-01 | 6.40705341833981 |
| 2009-07-01 | 6.35799937930585 |
| 2009-08-01 | 6.34651795865963 |
| 2009-09-01 | 6.25271129005765 |
| 2009-10-01 | 6.26686311909441 |
| 2009-11-01 | 6.27807635082246 |
| 2009-12-01 | 6.32947551543497 |
| 2010-01-01 | 6.12084962322549 |
| 2010-02-01 | 6.11979775362240 |
| 2010-03-01 | 6.06238800441137 |
| 2010-04-01 | 6.05441939548047 |
| 2010-05-01 | 6.10530045182331 |
| 2010-06-01 | 6.10069018045738 |
| 2010-07-01 | 6.17360363897081 |
| 2010-08-01 | 6.14709361534731 |
| 2010-09-01 | 6.16931736258996 |
| 2010-10-01 | 6.16510130146249 |
| 2010-11-01 | 6.15628075631004 |
| 2010-12-01 | 6.21033410123058 |
| 2011-01-01 | 6.22463747984860 |
| 2011-02-01 | 6.11589009381273 |
| 2011-03-01 | 6.16478386525223 |
| 2011-04-01 | 6.15092957007443 |
| 2011-05-01 | 6.10251178663843 |
| 2011-06-01 | 6.10653225689122 |
| 2011-07-01 | 6.10374520263240 |
| 2011-08-01 | 6.05921597848475 |
| 2011-09-01 | 5.96162733508115 |
| 2011-10-01 | 5.96378069823459 |
| 2011-11-01 | 5.94563527659449 |
| 2011-12-01 | 5.89343165572198 |
| 2012-01-01 | 5.92594514809485 |
| 2012-02-01 | 5.90916140669222 |
| 2012-03-01 | 5.76568657585708 |
| 2012-04-01 | 5.83937383168859 |
| 2012-05-01 | 5.89821988851685 |
| 2012-06-01 | 5.81854215220708 |
| 2012-07-01 | 5.73824711296628 |
| 2012-08-01 | 5.87688965389724 |
| 2012-09-01 | 5.84302413273067 |
| 2012-10-01 | 5.86269923184485 |
| 2012-11-01 | 5.93595200123734 |
| 2012-12-01 | 5.98490813526163 |
| 2013-01-01 | 5.82526541155468 |
| 2013-02-01 | 5.89984763606957 |
| 2013-03-01 | 5.86469005496259 |
| 2013-04-01 | 5.92755605900164 |
| 2013-05-01 | 5.88757353037693 |
| 2013-06-01 | 5.93873089155870 |
| 2013-07-01 | 5.87541115287830 |
| 2013-08-01 | 5.89692327482324 |
| 2013-09-01 | 5.91563093967818 |
| 2013-10-01 | 5.95905186373208 |
| 2013-11-01 | 5.92957801796599 |
| 2013-12-01 | 5.97850257616979 |
| 2014-01-01 | 5.92590911381156 |
| 2014-02-01 | 5.99107029251908 |
| 2014-03-01 | 6.06272142133255 |
| 2014-04-01 | 6.01272694868928 |
| 2014-05-01 | 6.08018519084427 |
| 2014-06-01 | 6.06266154125404 |
| 2014-07-01 | 6.00529122036126 |
| 2014-08-01 | 6.01601266091287 |
| 2014-09-01 | 6.09293567274495 |
| 2014-10-01 | 6.05143709249742 |
| 2014-11-01 | 6.02367931425261 |
| 2014-12-01 | 6.07365543004089 |
| 2015-01-01 | 6.13087034928501 |
| 2015-02-01 | 6.08240051307239 |
| 2015-03-01 | 5.95427709786898 |
| 2015-04-01 | 6.10493574519540 |
| 2015-05-01 | 6.06400104838000 |
| 2015-06-01 | 6.19387509073619 |
| 2015-07-01 | 6.22670862126271 |
| 2015-08-01 | 6.23574311127889 |
| 2015-09-01 | 6.27776532564092 |
| 2015-10-01 | 6.23701230519714 |
| 2015-11-01 | 6.32340655393367 |
| 2015-12-01 | 6.16884477947443 |
| 2016-01-01 | 6.33472987400965 |
| 2016-02-01 | 6.27921474777560 |
| 2016-03-01 | 6.24387938675172 |
| 2016-04-01 | 6.29639061871931 |
| 2016-05-01 | 6.04962302101851 |
| 2016-06-01 | 6.21830864245016 |
| 2016-07-01 | 6.23680695606062 |
| 2016-08-01 | 6.45255314653068 |
| 2016-09-01 | 6.38397522458393 |
| 2016-10-01 | 6.22222323714919 |
| 2016-11-01 | 6.21922258123759 |
| 2016-12-01 | 6.16126976419632 |
| 2017-01-01 | 6.14151512789886 |
| 2017-02-01 | 6.17745660236536 |
| 2017-03-01 | 6.13639395008587 |
| 2017-04-01 | 6.18872127948872 |
| 2017-05-01 | 6.23847796946113 |
| 2017-06-01 | 6.13347546339952 |
| 2017-07-01 | 6.24023062304467 |
| 2017-08-01 | 6.25798730384195 |
| 2017-09-01 | 6.30379282231035 |
| 2017-10-01 | 6.30989391861824 |
| 2017-11-01 | 6.30771685974942 |
| 2017-12-01 | 6.35794319752713 |
| 2018-01-01 | 6.35689710850760 |
| 2018-02-01 | 6.38048829297576 |
| 2018-03-01 | 6.42964588319776 |
| 2018-04-01 | 6.28044646720944 |
| 2018-05-01 | 6.33753446886195 |
| 2018-06-01 | 6.22866112428745 |
| 2018-07-01 | 6.23964214340245 |
| 2018-08-01 | 6.15131081103891 |
| 2018-09-01 | 6.22897010248711 |
| 2018-10-01 | 6.30459943469148 |
| 2018-11-01 | 6.19844231769640 |
| 2018-12-01 | 6.25897869818823 |
| 2019-01-01 | 6.27210381439585 |
| 2019-02-01 | 6.27867894363680 |
| 2019-03-01 | 6.32697869369794 |
| 2019-04-01 | 6.47505643320388 |
| 2019-05-01 | 6.34973217285359 |
| 2019-06-01 | 6.31341253219079 |
| 2019-07-01 | 6.04241960733300 |
| 2019-08-01 | 6.23251180378657 |
| 2019-09-01 | 6.24115500908151 |
| 2019-10-01 | 6.50732554216181 |
| 2019-11-01 | 6.38665425640931 |
| 2019-12-01 | 6.46883164762314 |
| 2020-01-01 | 6.38342647798763 |
| 2020-02-01 | 6.37534004808959 |
| 2020-03-01 | 6.33034070482947 |
| 2020-04-01 | 5.76780899008294 |
| 2020-05-01 | 5.57539693897882 |
| 2020-06-01 | 5.80095228814472 |
| 2020-07-01 | 5.84563571197947 |
| 2020-08-01 | 5.80207390760466 |
| 2020-09-01 | 5.64165159532113 |
| 2020-10-01 | 5.72209334751198 |
| 2020-11-01 | 5.77530601494424 |
| 2020-12-01 | 5.67184669731977 |
| 2021-01-01 | 5.68743821603527 |
| 2021-02-01 | 5.66215859577844 |
| 2021-03-01 | 5.84064342351635 |
| 2021-04-01 | 5.76234617738461 |
| 2021-05-01 | 5.81125278595831 |
| 2021-06-01 | 5.90608835526037 |
| 2021-07-01 | 5.85727817178890 |
| 2021-08-01 | 5.86585578488332 |
| 2021-09-01 | 5.82749610468727 |
| 2021-10-01 | 5.83628238803037 |
| 2021-11-01 | 5.75617432144070 |
| 2021-12-01 | 5.77127495552409 |
| 2022-01-01 | 5.89205600850385 |
| 2022-02-01 | 5.94598363074842 |
| 2022-03-01 | 5.84403184701566 |
| 2022-04-01 | 5.96313726071921 |
| 2022-05-01 | 5.94809591397423 |
| 2022-06-01 | 6.02678939100878 |
| 2022-07-01 | 5.97591469468153 |
| 2022-08-01 | 6.03516791335382 |
| 2022-09-01 | 6.10793260893567 |
| 2022-10-01 | 6.03766462279188 |
| 2022-11-01 | 6.14624078747962 |
| 2022-12-01 | 6.06828924425463 |
| 2023-01-01 | 6.08394270914315 |
| 2023-02-01 | 6.12156428911720 |
| 2023-03-01 | 6.14410814531199 |
| 2023-04-01 | 6.37527423618055 |
| 2023-05-01 | 6.28004313355898 |
| 2023-06-01 | 6.25236075920831 |
| 2023-07-01 | 6.40306831446538 |
| 2023-08-01 | 6.42058746895868 |
| 2023-09-01 | 6.38465265116681 |
| 2023-10-01 | 6.32521355476949 |
| 2023-11-01 | 6.33495763769465 |
| 2023-12-01 | 6.46619993309912 |
| 2024-01-01 | 6.37136693888139 |
| 2024-02-01 | 6.40560136214394 |
| 2024-03-01 | 6.44017961146210 |
| 2024-04-01 | 6.38909499040662 |
| 2024-05-01 | 6.40151421217672 |
| 2024-06-01 | 6.37625767718518 |
| 2024-07-01 | 6.42720727318047 |
| 2024-08-01 | 6.51638479395320 |
| 2024-09-01 | 6.57040241781281 |
| 2024-10-01 | 6.80697229691854 |
| 2024-11-01 | 6.73193301869634 |
| 2024-12-01 | 6.76024390127043 |
| 2025-01-01 | 6.65379506083029 |
| 2025-02-01 | 6.69449703970701 |
| 2025-03-01 | 6.63659724926116 |
| 2025-04-01 | 6.80528813408014 |
| 2025-05-01 | 6.51501847751630 |
| 2025-06-01 | 6.28983760055302 |
| 2025-07-01 | 6.34770776923817 |
| 2025-08-01 | 6.51819842852661 |
| 2025-09-01 | 6.66223478726174 |
| 2025-10-01 | 6.59077218397449 |
| 2025-11-01 | 6.52558838863388 |
| 2025-12-01 | 6.45735027702663 |
| 2026-01-01 | 6.64252913809109 |
| 2026-02-01 | 6.59317108933231 |
| 2026-03-01 | 6.63073129310866 |
| 2026-04-01 | 6.61746555167342 |
| 2026-05-01 | 6.72271721847766 |
| 2026-06-01 | 6.79308779829552 |
| 2026-07-01 | 6.75972704617498 |