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 2026-05-01 |
| Last Updated | 2026-06-24 10:08 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 | 3.41879244023771 |
| 1990-02-01 | 3.43686645885952 |
| 1990-03-01 | 3.34972770576287 |
| 1990-04-01 | 3.32448971608837 |
| 1990-05-01 | 3.00439936329162 |
| 1990-06-01 | 3.27164124888060 |
| 1990-07-01 | 3.36987634163778 |
| 1990-08-01 | 3.29617470902507 |
| 1990-09-01 | 3.34368263301812 |
| 1990-10-01 | 3.26555281374034 |
| 1990-11-01 | 3.27726381159095 |
| 1990-12-01 | 3.33551565231385 |
| 1991-01-01 | 3.21780129497897 |
| 1991-02-01 | 3.24288773787500 |
| 1991-03-01 | 3.25277724655877 |
| 1991-04-01 | 3.44496655271218 |
| 1991-05-01 | 3.40976874263802 |
| 1991-06-01 | 3.25403350360850 |
| 1991-07-01 | 3.25884043295531 |
| 1991-08-01 | 3.08398436233062 |
| 1991-09-01 | 3.33679502070157 |
| 1991-10-01 | 3.46488921207204 |
| 1991-11-01 | 3.47291287227976 |
| 1991-12-01 | 3.54307734973222 |
| 1992-01-01 | 3.62445502992576 |
| 1992-02-01 | 3.66165949360368 |
| 1992-03-01 | 3.66581247654751 |
| 1992-04-01 | 3.67243262427062 |
| 1992-05-01 | 3.50809817549893 |
| 1992-06-01 | 3.22567332915622 |
| 1992-07-01 | 3.44059376667827 |
| 1992-08-01 | 3.45509963286063 |
| 1992-09-01 | 3.73094070482904 |
| 1992-10-01 | 3.56368507423837 |
| 1992-11-01 | 3.57322636190482 |
| 1992-12-01 | 3.55923348847560 |
| 1993-01-01 | 3.53507050736690 |
| 1993-02-01 | 3.48115431647844 |
| 1993-03-01 | 3.58600961390466 |
| 1993-04-01 | 3.49994717488150 |
| 1993-05-01 | 3.60445247750892 |
| 1993-06-01 | 3.69766340813832 |
| 1993-07-01 | 3.71489918217870 |
| 1993-08-01 | 3.91954156760245 |
| 1993-09-01 | 3.61546002035257 |
| 1993-10-01 | 3.56756542312204 |
| 1993-11-01 | 3.57756881770652 |
| 1993-12-01 | 3.57375854483898 |
| 1994-01-01 | 3.75177827374999 |
| 1994-02-01 | 3.81327518899130 |
| 1994-03-01 | 3.81194683099404 |
| 1994-04-01 | 3.72091380328737 |
| 1994-05-01 | 3.69036853913188 |
| 1994-06-01 | 3.87523348087504 |
| 1994-07-01 | 3.77730468827591 |
| 1994-08-01 | 3.77535983864388 |
| 1994-09-01 | 3.80200329337889 |
| 1994-10-01 | 3.78442287140045 |
| 1994-11-01 | 3.79172594792226 |
| 1994-12-01 | 3.89121715151271 |
| 1995-01-01 | 3.56616846417015 |
| 1995-02-01 | 3.43815446303915 |
| 1995-03-01 | 3.43872000574642 |
| 1995-04-01 | 3.42055690522103 |
| 1995-05-01 | 3.67542422571225 |
| 1995-06-01 | 3.87008442315613 |
| 1995-07-01 | 3.73949247906477 |
| 1995-08-01 | 3.83750003314840 |
| 1995-09-01 | 3.78695936086439 |
| 1995-10-01 | 3.90826631561698 |
| 1995-11-01 | 3.90285849161324 |
| 1995-12-01 | 4.00056892872797 |
| 1996-01-01 | 3.98767338991200 |
| 1996-02-01 | 4.06019075669990 |
| 1996-03-01 | 4.06117934910178 |
| 1996-04-01 | 4.10037226563121 |
| 1996-05-01 | 4.15855834143670 |
| 1996-06-01 | 4.08718438462858 |
| 1996-07-01 | 4.10536359383780 |
| 1996-08-01 | 4.10130216089719 |
| 1996-09-01 | 4.17617879311616 |
| 1996-10-01 | 4.13406937820350 |
| 1996-11-01 | 4.11906362520210 |
| 1996-12-01 | 4.20290202076398 |
| 1997-01-01 | 4.30581393268078 |
| 1997-02-01 | 4.27178448307922 |
| 1997-03-01 | 4.37645484795486 |
| 1997-04-01 | 4.36427951159664 |
| 1997-05-01 | 4.34629536766575 |
| 1997-06-01 | 4.42269846637584 |
| 1997-07-01 | 4.37940144035761 |
| 1997-08-01 | 4.37721941092673 |
| 1997-09-01 | 4.36064197821476 |
| 1997-10-01 | 4.36053918541280 |
| 1997-11-01 | 4.44020367015347 |
| 1997-12-01 | 4.40281636378428 |
| 1998-01-01 | 4.41460755209654 |
| 1998-02-01 | 4.37310513947236 |
| 1998-03-01 | 4.36814444771114 |
| 1998-04-01 | 4.52776659994797 |
| 1998-05-01 | 4.55150940752093 |
| 1998-06-01 | 4.76588057930707 |
| 1998-07-01 | 4.56721099685745 |
| 1998-08-01 | 4.56337081237350 |
| 1998-09-01 | 4.43979246878797 |
| 1998-10-01 | 4.58226430066752 |
| 1998-11-01 | 4.76205324848623 |
| 1998-12-01 | 4.60356181657709 |
| 1999-01-01 | 4.61023718606992 |
| 1999-02-01 | 4.76672400480336 |
| 1999-03-01 | 4.74998607680606 |
| 1999-04-01 | 4.49239002336361 |
| 1999-05-01 | 4.56175431115371 |
| 1999-06-01 | 4.81467546202258 |
| 1999-07-01 | 4.97287497307746 |
| 1999-08-01 | 4.96000747393664 |
| 1999-09-01 | 5.01711013511873 |
| 1999-10-01 | 4.99334842557820 |
| 1999-11-01 | 4.97402466882119 |
| 1999-12-01 | 5.00431536943495 |
| 2000-01-01 | 4.70098521256993 |
| 2000-02-01 | 4.85977300510246 |
| 2000-03-01 | 4.82640371790408 |
| 2000-04-01 | 4.96893918158493 |
| 2000-05-01 | 5.17400503792045 |
| 2000-06-01 | 5.05863826872407 |
| 2000-07-01 | 5.19616727479220 |
| 2000-08-01 | 5.14807770255972 |
| 2000-09-01 | 5.49403409854342 |
| 2000-10-01 | 5.09351189165858 |
| 2000-11-01 | 5.08364585796174 |
| 2000-12-01 | 5.20500667563632 |
| 2001-01-01 | 5.29331133187504 |
| 2001-02-01 | 5.36237841101093 |
| 2001-03-01 | 5.41277396109700 |
| 2001-04-01 | 5.35563832857770 |
| 2001-05-01 | 5.17191912553014 |
| 2001-06-01 | 5.18848560770551 |
| 2001-07-01 | 5.12135294880310 |
| 2001-08-01 | 5.12495571171657 |
| 2001-09-01 | 5.27290268417329 |
| 2001-10-01 | 5.29078651067149 |
| 2001-11-01 | 5.29420991956521 |
| 2001-12-01 | 5.31991231863514 |
| 2002-01-01 | 5.38735881171735 |
| 2002-02-01 | 5.37579275313180 |
| 2002-03-01 | 5.40941066297078 |
| 2002-04-01 | 5.35659920907840 |
| 2002-05-01 | 5.26858627639932 |
| 2002-06-01 | 5.18071513747483 |
| 2002-07-01 | 5.03196898557098 |
| 2002-08-01 | 5.57996768310158 |
| 2002-09-01 | 5.76627940466001 |
| 2002-10-01 | 5.79221173788417 |
| 2002-11-01 | 5.90548601622117 |
| 2002-12-01 | 5.84482820564685 |
| 2003-01-01 | 5.79249118418465 |
| 2003-02-01 | 5.70219699599551 |
| 2003-03-01 | 5.73140152241512 |
| 2003-04-01 | 5.77103449438253 |
| 2003-05-01 | 5.84969189159663 |
| 2003-06-01 | 5.73571471156603 |
| 2003-07-01 | 5.71099428211931 |
| 2003-08-01 | 5.92496838503358 |
| 2003-09-01 | 5.87137956115282 |
| 2003-10-01 | 5.90107382360400 |
| 2003-11-01 | 5.92142111697747 |
| 2003-12-01 | 5.97951774967451 |
| 2004-01-01 | 6.01307289599860 |
| 2004-02-01 | 6.13132111321517 |
| 2004-03-01 | 6.17212160499918 |
| 2004-04-01 | 6.10162563038670 |
| 2004-05-01 | 6.02296732242134 |
| 2004-06-01 | 5.95619933652129 |
| 2004-07-01 | 5.85921843984984 |
| 2004-08-01 | 6.05967809490445 |
| 2004-09-01 | 6.19138910036011 |
| 2004-10-01 | 6.21975138386361 |
| 2004-11-01 | 6.24722890342098 |
| 2004-12-01 | 6.21542031595454 |
| 2005-01-01 | 6.34446930036619 |
| 2005-02-01 | 6.35893945437053 |
| 2005-03-01 | 6.41447659338087 |
| 2005-04-01 | 6.53937266609005 |
| 2005-05-01 | 6.59270129634376 |
| 2005-06-01 | 7.05992299545891 |
| 2005-07-01 | 6.79379130760580 |
| 2005-08-01 | 6.80854452057621 |
| 2005-09-01 | 6.61668640884583 |
| 2005-10-01 | 6.63860230560121 |
| 2005-11-01 | 6.67830717223487 |
| 2005-12-01 | 6.74703586193907 |
| 2006-01-01 | 6.77476539322480 |
| 2006-02-01 | 6.78180148767130 |
| 2006-03-01 | 6.74462824241475 |
| 2006-04-01 | 6.87597681895243 |
| 2006-05-01 | 6.97893300261255 |
| 2006-06-01 | 7.36043071741248 |
| 2006-07-01 | 7.22883218069228 |
| 2006-08-01 | 6.96986999754424 |
| 2006-09-01 | 7.05778243217689 |
| 2006-10-01 | 6.95644378778252 |
| 2006-11-01 | 6.89846065177430 |
| 2006-12-01 | 6.96295367518501 |
| 2007-01-01 | 6.99935265854292 |
| 2007-02-01 | 7.09698816692010 |
| 2007-03-01 | 7.05917997803699 |
| 2007-04-01 | 7.11000188488616 |
| 2007-05-01 | 7.17631967502249 |
| 2007-06-01 | 7.38128275152232 |
| 2007-07-01 | 7.18225707648894 |
| 2007-08-01 | 7.15614351899429 |
| 2007-09-01 | 6.99247229863453 |
| 2007-10-01 | 7.16502022979283 |
| 2007-11-01 | 7.20501390478134 |
| 2007-12-01 | 7.15965462359233 |
| 2008-01-01 | 7.21360362062943 |
| 2008-02-01 | 7.21138826765005 |
| 2008-03-01 | 7.26534705954475 |
| 2008-04-01 | 6.43572796738389 |
| 2008-05-01 | 6.48339867275948 |
| 2008-06-01 | 6.52957617268580 |
| 2008-07-01 | 6.45615462481137 |
| 2008-08-01 | 6.44670949652600 |
| 2008-09-01 | 6.43032554065339 |
| 2008-10-01 | 6.46951201351893 |
| 2008-11-01 | 6.39548940814395 |
| 2008-12-01 | 6.44718166487543 |
| 2009-01-01 | 6.41938322705012 |
| 2009-02-01 | 6.41724467355960 |
| 2009-03-01 | 6.46273551020075 |
| 2009-04-01 | 6.25241597402241 |
| 2009-05-01 | 6.29304087321799 |
| 2009-06-01 | 6.40717305220811 |
| 2009-07-01 | 6.35807677324295 |
| 2009-08-01 | 6.34656067758945 |
| 2009-09-01 | 6.25270347173241 |
| 2009-10-01 | 6.26684264329916 |
| 2009-11-01 | 6.27804327917685 |
| 2009-12-01 | 6.32943471470902 |
| 2010-01-01 | 6.12076667502813 |
| 2010-02-01 | 6.11969410373860 |
| 2010-03-01 | 6.06213498936838 |
| 2010-04-01 | 6.05459721105170 |
| 2010-05-01 | 6.10544465808888 |
| 2010-06-01 | 6.10077380702710 |
| 2010-07-01 | 6.17366459912492 |
| 2010-08-01 | 6.14712094785424 |
| 2010-09-01 | 6.16930881365202 |
| 2010-10-01 | 6.16508018380709 |
| 2010-11-01 | 6.15624891318941 |
| 2010-12-01 | 6.21031160300561 |
| 2011-01-01 | 6.22458385362137 |
| 2011-02-01 | 6.11583357439054 |
| 2011-03-01 | 6.16463238045053 |
| 2011-04-01 | 6.15102809421453 |
| 2011-05-01 | 6.10260606841792 |
| 2011-06-01 | 6.10658005070952 |
| 2011-07-01 | 6.10378486840282 |
| 2011-08-01 | 6.05922892496479 |
| 2011-09-01 | 5.96162081115888 |
| 2011-10-01 | 5.96376165996510 |
| 2011-11-01 | 5.94561291960316 |
| 2011-12-01 | 5.89341943738509 |
| 2012-01-01 | 5.92591749197174 |
| 2012-02-01 | 5.90914809710489 |
| 2012-03-01 | 5.76563570809855 |
| 2012-04-01 | 5.83939342336441 |
| 2012-05-01 | 5.89826176616609 |
| 2012-06-01 | 5.81855976290647 |
| 2012-07-01 | 5.73827016979716 |
| 2012-08-01 | 5.87689696122792 |
| 2012-09-01 | 5.84302258552022 |
| 2012-10-01 | 5.86269147577932 |
| 2012-11-01 | 5.93594275067731 |
| 2012-12-01 | 5.98490251858861 |
| 2013-01-01 | 5.82524972640516 |
| 2013-02-01 | 5.89984142297100 |
| 2013-03-01 | 5.86467788291434 |
| 2013-04-01 | 5.92755567153922 |
| 2013-05-01 | 5.88759691766789 |
| 2013-06-01 | 5.93873365921372 |
| 2013-07-01 | 5.87542175219505 |
| 2013-08-01 | 5.89692436904189 |
| 2013-09-01 | 5.91563164638117 |
| 2013-10-01 | 5.95904920776553 |
| 2013-11-01 | 5.92957627398120 |
| 2013-12-01 | 5.97849861726635 |
| 2014-01-01 | 5.92590185721557 |
| 2014-02-01 | 5.99107048431678 |
| 2014-03-01 | 6.06271398600571 |
| 2014-04-01 | 6.01272622410437 |
| 2014-05-01 | 6.08019920238673 |
| 2014-06-01 | 6.06265650801080 |
| 2014-07-01 | 6.00529446786388 |
| 2014-08-01 | 6.01601280778114 |
| 2014-09-01 | 6.09294036084259 |
| 2014-10-01 | 6.05143853100211 |
| 2014-11-01 | 6.02368220913546 |
| 2014-12-01 | 6.07365524800768 |
| 2015-01-01 | 6.13086667734295 |
| 2015-02-01 | 6.08240009578548 |
| 2015-03-01 | 5.95425769024078 |
| 2015-04-01 | 6.10493197783530 |
| 2015-05-01 | 6.06400794884772 |
| 2015-06-01 | 6.19387229383600 |
| 2015-07-01 | 6.22672042143209 |
| 2015-08-01 | 6.23572767517876 |
| 2015-09-01 | 6.27779008635094 |
| 2015-10-01 | 6.23702881574700 |
| 2015-11-01 | 6.32341824742657 |
| 2015-12-01 | 6.16884587163713 |
| 2016-01-01 | 6.33472171123208 |
| 2016-02-01 | 6.27920379577210 |
| 2016-03-01 | 6.24383830369730 |
| 2016-04-01 | 6.29635310558265 |
| 2016-05-01 | 6.04962153285989 |
| 2016-06-01 | 6.21831399790990 |
| 2016-07-01 | 6.23684707415148 |
| 2016-08-01 | 6.45253679484726 |
| 2016-09-01 | 6.38403297964343 |
| 2016-10-01 | 6.22228507379282 |
| 2016-11-01 | 6.21924316787522 |
| 2016-12-01 | 6.16127605206864 |
| 2017-01-01 | 6.14148701827183 |
| 2017-02-01 | 6.17741094185928 |
| 2017-03-01 | 6.13628438585561 |
| 2017-04-01 | 6.18864475719103 |
| 2017-05-01 | 6.23848360818747 |
| 2017-06-01 | 6.13342119711536 |
| 2017-07-01 | 6.24032114706428 |
| 2017-08-01 | 6.25785659851650 |
| 2017-09-01 | 6.30421880162508 |
| 2017-10-01 | 6.30994132742464 |
| 2017-11-01 | 6.30773637596625 |
| 2017-12-01 | 6.35797075573591 |
| 2018-01-01 | 6.35685667376831 |
| 2018-02-01 | 6.38038219040041 |
| 2018-03-01 | 6.42942357982562 |
| 2018-04-01 | 6.28026029402280 |
| 2018-05-01 | 6.33747543494102 |
| 2018-06-01 | 6.22849597964500 |
| 2018-07-01 | 6.23976610704510 |
| 2018-08-01 | 6.15111779108392 |
| 2018-09-01 | 6.22981234377075 |
| 2018-10-01 | 6.30472073260059 |
| 2018-11-01 | 6.19857032661893 |
| 2018-12-01 | 6.25912598522949 |
| 2019-01-01 | 6.27209122171987 |
| 2019-02-01 | 6.27846927424931 |
| 2019-03-01 | 6.32652616034608 |
| 2019-04-01 | 6.47463437108532 |
| 2019-05-01 | 6.34947804511064 |
| 2019-06-01 | 6.31306430668498 |
| 2019-07-01 | 6.04255502958274 |
| 2019-08-01 | 6.23227366873397 |
| 2019-09-01 | 6.24241370113723 |
| 2019-10-01 | 6.50757200468202 |
| 2019-11-01 | 6.38705312503219 |
| 2019-12-01 | 6.46927236636200 |
| 2020-01-01 | 6.38377121086706 |
| 2020-02-01 | 6.37557369767084 |
| 2020-03-01 | 6.33043160125430 |
| 2020-04-01 | 5.76353406383126 |
| 2020-05-01 | 5.57569389477056 |
| 2020-06-01 | 5.80105681352793 |
| 2020-07-01 | 5.84610435941220 |
| 2020-08-01 | 5.80213559515354 |
| 2020-09-01 | 5.64316473019219 |
| 2020-10-01 | 5.72261189420044 |
| 2020-11-01 | 5.77597990079383 |
| 2020-12-01 | 5.67305401882403 |
| 2021-01-01 | 5.68783493313947 |
| 2021-02-01 | 5.66238359145527 |
| 2021-03-01 | 5.84080967280602 |
| 2021-04-01 | 5.75393559275212 |
| 2021-05-01 | 5.81208399157339 |
| 2021-06-01 | 5.90695449872492 |
| 2021-07-01 | 5.85861262189573 |
| 2021-08-01 | 5.86680484875085 |
| 2021-09-01 | 5.82972552132445 |
| 2021-10-01 | 5.83689111644998 |
| 2021-11-01 | 5.75717422293006 |
| 2021-12-01 | 5.77296174260448 |
| 2022-01-01 | 5.89195187483938 |
| 2022-02-01 | 5.94555651289126 |
| 2022-03-01 | 5.84373817276297 |
| 2022-04-01 | 5.94873875852336 |
| 2022-05-01 | 5.94953042910713 |
| 2022-06-01 | 6.03169453260761 |
| 2022-07-01 | 5.97886827855157 |
| 2022-08-01 | 6.03791145325517 |
| 2022-09-01 | 6.11077538983629 |
| 2022-10-01 | 6.03838906784525 |
| 2022-11-01 | 6.14701614348881 |
| 2022-12-01 | 6.07005976724009 |
| 2023-01-01 | 6.08317016472291 |
| 2023-02-01 | 6.11839599594988 |
| 2023-03-01 | 6.14060553649052 |
| 2023-04-01 | 6.35560308614338 |
| 2023-05-01 | 6.27717165995705 |
| 2023-06-01 | 6.26987522348386 |
| 2023-07-01 | 6.41091583953321 |
| 2023-08-01 | 6.42591690980702 |
| 2023-09-01 | 6.38754404538651 |
| 2023-10-01 | 6.32503270500118 |
| 2023-11-01 | 6.33423776483560 |
| 2023-12-01 | 6.46640024041625 |
| 2024-01-01 | 6.36928868650380 |
| 2024-02-01 | 6.39950807201507 |
| 2024-03-01 | 6.43319356054671 |
| 2024-04-01 | 6.36358626495627 |
| 2024-05-01 | 6.39315614388740 |
| 2024-06-01 | 6.41061471512432 |
| 2024-07-01 | 6.43882588404873 |
| 2024-08-01 | 6.52461895176078 |
| 2024-09-01 | 6.57317905271862 |
| 2024-10-01 | 6.80589897889894 |
| 2024-11-01 | 6.72921733661542 |
| 2024-12-01 | 6.75882111720158 |
| 2025-01-01 | 6.65041606958586 |
| 2025-02-01 | 6.68494764758954 |
| 2025-03-01 | 6.62519177863897 |
| 2025-04-01 | 6.77813741042140 |
| 2025-05-01 | 6.49920689391130 |
| 2025-06-01 | 6.34128581234980 |
| 2025-07-01 | 6.36154756974506 |
| 2025-08-01 | 6.52907412687850 |
| 2025-09-01 | 6.66512187677030 |
| 2025-10-01 | 6.58857627578431 |
| 2025-11-01 | 6.52107049797287 |
| 2025-12-01 | 6.45399575690897 |
| 2026-01-01 | 6.63782813888629 |
| 2026-02-01 | 6.58150241630260 |
| 2026-03-01 | 6.61655083381477 |
| 2026-04-01 | 6.59047818800786 |
| 2026-05-01 | 6.70234985667608 |