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 2025-12-01 |
| Last Updated | 2026-01-28 2:21 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 | 3.41879005157147 |
| 1990-02-01 | 3.43686398429955 |
| 1990-03-01 | 3.34972584643652 |
| 1990-04-01 | 3.32448843323069 |
| 1990-05-01 | 3.00440006883434 |
| 1990-06-01 | 3.27164342185946 |
| 1990-07-01 | 3.36987794765584 |
| 1990-08-01 | 3.29617817563725 |
| 1990-09-01 | 3.34368515706405 |
| 1990-10-01 | 3.26555491042707 |
| 1990-11-01 | 3.27726421228440 |
| 1990-12-01 | 3.33551293889756 |
| 1991-01-01 | 3.21779765411189 |
| 1991-02-01 | 3.24288307880231 |
| 1991-03-01 | 3.25277272856064 |
| 1991-04-01 | 3.44496283115265 |
| 1991-05-01 | 3.40977661205838 |
| 1991-06-01 | 3.25403456894753 |
| 1991-07-01 | 3.25884175454102 |
| 1991-08-01 | 3.08398833414593 |
| 1991-09-01 | 3.33679855756298 |
| 1991-10-01 | 3.46489310298844 |
| 1991-11-01 | 3.47291583766289 |
| 1991-12-01 | 3.54307529615623 |
| 1992-01-01 | 3.62445516082221 |
| 1992-02-01 | 3.66164727970778 |
| 1992-03-01 | 3.66578989038720 |
| 1992-04-01 | 3.67242800527686 |
| 1992-05-01 | 3.50811604094139 |
| 1992-06-01 | 3.22568434681942 |
| 1992-07-01 | 3.44059445730079 |
| 1992-08-01 | 3.45510358601740 |
| 1992-09-01 | 3.73094472543595 |
| 1992-10-01 | 3.56369068304802 |
| 1992-11-01 | 3.57323226505866 |
| 1992-12-01 | 3.55923233193405 |
| 1993-01-01 | 3.53507395172454 |
| 1993-02-01 | 3.48113241104588 |
| 1993-03-01 | 3.58596461555223 |
| 1993-04-01 | 3.49993651927224 |
| 1993-05-01 | 3.60447777269949 |
| 1993-06-01 | 3.69768745614059 |
| 1993-07-01 | 3.71490817776788 |
| 1993-08-01 | 3.91955769487990 |
| 1993-09-01 | 3.61547650093685 |
| 1993-10-01 | 3.56757862736756 |
| 1993-11-01 | 3.57757212982661 |
| 1993-12-01 | 3.57374171788915 |
| 1994-01-01 | 3.75176046925769 |
| 1994-02-01 | 3.81322085337419 |
| 1994-03-01 | 3.81186818309740 |
| 1994-04-01 | 3.72090357079607 |
| 1994-05-01 | 3.69041694854752 |
| 1994-06-01 | 3.87530623520668 |
| 1994-07-01 | 3.77735466494236 |
| 1994-08-01 | 3.77540631814972 |
| 1994-09-01 | 3.80203112462440 |
| 1994-10-01 | 3.78442670066386 |
| 1994-11-01 | 3.79170019637436 |
| 1994-12-01 | 3.89116019682506 |
| 1995-01-01 | 3.56610179897512 |
| 1995-02-01 | 3.43805731804603 |
| 1995-03-01 | 3.43862586503917 |
| 1995-04-01 | 3.42054198153190 |
| 1995-05-01 | 3.67550864473307 |
| 1995-06-01 | 3.87018875235972 |
| 1995-07-01 | 3.73958329637096 |
| 1995-08-01 | 3.83755500486888 |
| 1995-09-01 | 3.78729540132683 |
| 1995-10-01 | 3.90825606544785 |
| 1995-11-01 | 3.90253500568793 |
| 1995-12-01 | 4.00051709158462 |
| 1996-01-01 | 3.98758002265966 |
| 1996-02-01 | 4.05998166185464 |
| 1996-03-01 | 4.06090305867549 |
| 1996-04-01 | 4.10020041387811 |
| 1996-05-01 | 4.15913524307744 |
| 1996-06-01 | 4.08688812567195 |
| 1996-07-01 | 4.10645710503580 |
| 1996-08-01 | 4.10103170205990 |
| 1996-09-01 | 4.17658515521993 |
| 1996-10-01 | 4.13384264554692 |
| 1996-11-01 | 4.11826422464788 |
| 1996-12-01 | 4.20266689188192 |
| 1997-01-01 | 4.30661173941019 |
| 1997-02-01 | 4.27134963560030 |
| 1997-03-01 | 4.37598339587794 |
| 1997-04-01 | 4.36403166791580 |
| 1997-05-01 | 4.34651439635909 |
| 1997-06-01 | 4.42215944040953 |
| 1997-07-01 | 4.38164940864386 |
| 1997-08-01 | 4.37673212415696 |
| 1997-09-01 | 4.36129932482419 |
| 1997-10-01 | 4.36012399768444 |
| 1997-11-01 | 4.43893338219601 |
| 1997-12-01 | 4.40238956066823 |
| 1998-01-01 | 4.41627339348289 |
| 1998-02-01 | 4.37238336040555 |
| 1998-03-01 | 4.36737487783049 |
| 1998-04-01 | 4.52736009623232 |
| 1998-05-01 | 4.55131854138601 |
| 1998-06-01 | 4.76514098368076 |
| 1998-07-01 | 4.57071243022431 |
| 1998-08-01 | 4.56281405518608 |
| 1998-09-01 | 4.44051230258439 |
| 1998-10-01 | 4.58173315171877 |
| 1998-11-01 | 4.76061337708878 |
| 1998-12-01 | 4.60292145860896 |
| 1999-01-01 | 4.61270678468592 |
| 1999-02-01 | 4.76565355219693 |
| 1999-03-01 | 4.74889586363902 |
| 1999-04-01 | 4.49171084450371 |
| 1999-05-01 | 4.56033863080317 |
| 1999-06-01 | 4.81371256800554 |
| 1999-07-01 | 4.97824839246986 |
| 1999-08-01 | 4.95980606388143 |
| 1999-09-01 | 5.01812925083301 |
| 1999-10-01 | 4.99288295965309 |
| 1999-11-01 | 4.97241918664578 |
| 1999-12-01 | 5.00360026013214 |
| 2000-01-01 | 4.70323023308889 |
| 2000-02-01 | 4.85827721125105 |
| 2000-03-01 | 4.82477756040613 |
| 2000-04-01 | 4.96764669059313 |
| 2000-05-01 | 5.17189058324989 |
| 2000-06-01 | 5.05635779795186 |
| 2000-07-01 | 5.20631727778079 |
| 2000-08-01 | 5.14784227321606 |
| 2000-09-01 | 5.49462711922989 |
| 2000-10-01 | 5.09289980599323 |
| 2000-11-01 | 5.08199800713081 |
| 2000-12-01 | 5.20404332412369 |
| 2001-01-01 | 5.29517490329654 |
| 2001-02-01 | 5.36039560992340 |
| 2001-03-01 | 5.41063292680514 |
| 2001-04-01 | 5.35363144251532 |
| 2001-05-01 | 5.16822112707243 |
| 2001-06-01 | 5.18473716887712 |
| 2001-07-01 | 5.13871694791428 |
| 2001-08-01 | 5.12436796013291 |
| 2001-09-01 | 5.27276914646259 |
| 2001-10-01 | 5.28983855661596 |
| 2001-11-01 | 5.29241466946528 |
| 2001-12-01 | 5.31864354419664 |
| 2002-01-01 | 5.38781485667903 |
| 2002-02-01 | 5.37348819203810 |
| 2002-03-01 | 5.40689037067616 |
| 2002-04-01 | 5.35399989420718 |
| 2002-05-01 | 5.26447142667747 |
| 2002-06-01 | 5.17536480313997 |
| 2002-07-01 | 5.05632899319791 |
| 2002-08-01 | 5.57876155928729 |
| 2002-09-01 | 5.76512941048838 |
| 2002-10-01 | 5.79077427230766 |
| 2002-11-01 | 5.90356065454669 |
| 2002-12-01 | 5.84316216312477 |
| 2003-01-01 | 5.79156620610102 |
| 2003-02-01 | 5.69976010060890 |
| 2003-03-01 | 5.72885500415595 |
| 2003-04-01 | 5.76808981009277 |
| 2003-05-01 | 5.84539217389877 |
| 2003-06-01 | 5.72970309884973 |
| 2003-07-01 | 5.74003661235110 |
| 2003-08-01 | 5.92315127181528 |
| 2003-09-01 | 5.86951995086599 |
| 2003-10-01 | 5.89915123869635 |
| 2003-11-01 | 5.91915690038941 |
| 2003-12-01 | 5.97753655503650 |
| 2004-01-01 | 6.01097293130714 |
| 2004-02-01 | 6.12903558467768 |
| 2004-03-01 | 6.16983746510188 |
| 2004-04-01 | 6.09881309154632 |
| 2004-05-01 | 6.01978753697971 |
| 2004-06-01 | 5.95006153782489 |
| 2004-07-01 | 5.88883582857133 |
| 2004-08-01 | 6.05734837401808 |
| 2004-09-01 | 6.18908961582903 |
| 2004-10-01 | 6.21745644935580 |
| 2004-11-01 | 6.24484934631380 |
| 2004-12-01 | 6.21320182414319 |
| 2005-01-01 | 6.34240109081581 |
| 2005-02-01 | 6.35701926345511 |
| 2005-03-01 | 6.41280364527018 |
| 2005-04-01 | 6.53705394585254 |
| 2005-05-01 | 6.59010539889742 |
| 2005-06-01 | 7.05515836781674 |
| 2005-07-01 | 6.81953970025339 |
| 2005-08-01 | 6.80616402497749 |
| 2005-09-01 | 6.61448393272824 |
| 2005-10-01 | 6.63630827038490 |
| 2005-11-01 | 6.67613266155633 |
| 2005-12-01 | 6.74489444667762 |
| 2006-01-01 | 6.77302430646773 |
| 2006-02-01 | 6.78049683055509 |
| 2006-03-01 | 6.74369191353889 |
| 2006-04-01 | 6.87449646608450 |
| 2006-05-01 | 6.97743212675860 |
| 2006-06-01 | 7.35755963030348 |
| 2006-07-01 | 7.24643117528277 |
| 2006-08-01 | 6.96821164032845 |
| 2006-09-01 | 7.05634208759771 |
| 2006-10-01 | 6.95467860431501 |
| 2006-11-01 | 6.89686970968995 |
| 2006-12-01 | 6.96118119217021 |
| 2007-01-01 | 6.99812524905594 |
| 2007-02-01 | 7.09627741139463 |
| 2007-03-01 | 7.05887532039343 |
| 2007-04-01 | 7.10913191314106 |
| 2007-05-01 | 7.17554734366913 |
| 2007-06-01 | 7.38026455724178 |
| 2007-07-01 | 7.19172178969729 |
| 2007-08-01 | 7.15534012913401 |
| 2007-09-01 | 6.99181846238252 |
| 2007-10-01 | 7.16394980122541 |
| 2007-11-01 | 7.20403539392455 |
| 2007-12-01 | 7.15839456637102 |
| 2008-01-01 | 7.21290548294667 |
| 2008-02-01 | 7.21112862543876 |
| 2008-03-01 | 7.26537647011949 |
| 2008-04-01 | 6.43535694447094 |
| 2008-05-01 | 6.48319490147631 |
| 2008-06-01 | 6.52942111839559 |
| 2008-07-01 | 6.45967695606320 |
| 2008-08-01 | 6.44658057488994 |
| 2008-09-01 | 6.43031869966609 |
| 2008-10-01 | 6.46905173893698 |
| 2008-11-01 | 6.39504019024607 |
| 2008-12-01 | 6.44639251081328 |
| 2009-01-01 | 6.41909227621519 |
| 2009-02-01 | 6.41722455841060 |
| 2009-03-01 | 6.46285864669624 |
| 2009-04-01 | 6.25218756439760 |
| 2009-05-01 | 6.29291603015955 |
| 2009-06-01 | 6.40732013979630 |
| 2009-07-01 | 6.35911432336131 |
| 2009-08-01 | 6.34656255781131 |
| 2009-09-01 | 6.25282963309252 |
| 2009-10-01 | 6.26670048435683 |
| 2009-11-01 | 6.27790418669426 |
| 2009-12-01 | 6.32898099940133 |
| 2010-01-01 | 6.12071665446127 |
| 2010-02-01 | 6.11977776029934 |
| 2010-03-01 | 6.06219764881422 |
| 2010-04-01 | 6.05449698694787 |
| 2010-05-01 | 6.10539789396435 |
| 2010-06-01 | 6.10083705308652 |
| 2010-07-01 | 6.17375762641363 |
| 2010-08-01 | 6.14720036922948 |
| 2010-09-01 | 6.16945651931273 |
| 2010-10-01 | 6.16509750234772 |
| 2010-11-01 | 6.15624460739342 |
| 2010-12-01 | 6.21000902034051 |
| 2011-01-01 | 6.22461736307945 |
| 2011-02-01 | 6.11590554313122 |
| 2011-03-01 | 6.16465832998751 |
| 2011-04-01 | 6.15096718271692 |
| 2011-05-01 | 6.10254661940653 |
| 2011-06-01 | 6.10662121356978 |
| 2011-07-01 | 6.10381333511918 |
| 2011-08-01 | 6.05926392441328 |
| 2011-09-01 | 5.96166211842064 |
| 2011-10-01 | 5.96380135099446 |
| 2011-11-01 | 5.94564683746022 |
| 2011-12-01 | 5.89322119225667 |
| 2012-01-01 | 5.92594975871222 |
| 2012-02-01 | 5.90918171710889 |
| 2012-03-01 | 5.76562729631358 |
| 2012-04-01 | 5.83939553905816 |
| 2012-05-01 | 5.89824001371681 |
| 2012-06-01 | 5.81858854899767 |
| 2012-07-01 | 5.73828730501104 |
| 2012-08-01 | 5.87691316490158 |
| 2012-09-01 | 5.84303886991372 |
| 2012-10-01 | 5.86270515070997 |
| 2012-11-01 | 5.93595344742769 |
| 2012-12-01 | 5.98476813493934 |
| 2013-01-01 | 5.82525758150285 |
| 2013-02-01 | 5.89985368092044 |
| 2013-03-01 | 5.86469296050594 |
| 2013-04-01 | 5.92758261430860 |
| 2013-05-01 | 5.88761175079414 |
| 2013-06-01 | 5.93876321036192 |
| 2013-07-01 | 5.87544745060773 |
| 2013-08-01 | 5.89691769916635 |
| 2013-09-01 | 5.91560989856729 |
| 2013-10-01 | 5.95903030344939 |
| 2013-11-01 | 5.92955272206737 |
| 2013-12-01 | 5.97842250829997 |
| 2014-01-01 | 5.92589408176527 |
| 2014-02-01 | 5.99108577749720 |
| 2014-03-01 | 6.06274772882170 |
| 2014-04-01 | 6.01276198526660 |
| 2014-05-01 | 6.08021562819489 |
| 2014-06-01 | 6.06282067772734 |
| 2014-07-01 | 6.00528780914076 |
| 2014-08-01 | 6.01595272179015 |
| 2014-09-01 | 6.09285898658089 |
| 2014-10-01 | 6.05137225956741 |
| 2014-11-01 | 6.02361679479362 |
| 2014-12-01 | 6.07354932094746 |
| 2015-01-01 | 6.13081852446618 |
| 2015-02-01 | 6.08237715568883 |
| 2015-03-01 | 5.95469542486422 |
| 2015-04-01 | 6.10493791233986 |
| 2015-05-01 | 6.06400260107918 |
| 2015-06-01 | 6.19414561549407 |
| 2015-07-01 | 6.22664626034844 |
| 2015-08-01 | 6.23551509648486 |
| 2015-09-01 | 6.27758082874896 |
| 2015-10-01 | 6.23684494362815 |
| 2015-11-01 | 6.32325853752146 |
| 2015-12-01 | 6.16870750372748 |
| 2016-01-01 | 6.33469475182238 |
| 2016-02-01 | 6.27925837428691 |
| 2016-03-01 | 6.24482159895800 |
| 2016-04-01 | 6.29648090723430 |
| 2016-05-01 | 6.04968677099735 |
| 2016-06-01 | 6.21872566845145 |
| 2016-07-01 | 6.23637616568479 |
| 2016-08-01 | 6.45209349880959 |
| 2016-09-01 | 6.38356915343774 |
| 2016-10-01 | 6.22182009534630 |
| 2016-11-01 | 6.21885127643254 |
| 2016-12-01 | 6.16130019511461 |
| 2017-01-01 | 6.14152136285366 |
| 2017-02-01 | 6.17766935771563 |
| 2017-03-01 | 6.13801515555638 |
| 2017-04-01 | 6.18928674571823 |
| 2017-05-01 | 6.23853549115914 |
| 2017-06-01 | 6.13421873912913 |
| 2017-07-01 | 6.23890051501961 |
| 2017-08-01 | 6.25765172953356 |
| 2017-09-01 | 6.30209729497509 |
| 2017-10-01 | 6.30945237131343 |
| 2017-11-01 | 6.30726726705032 |
| 2017-12-01 | 6.35812974112922 |
| 2018-01-01 | 6.35670619908412 |
| 2018-02-01 | 6.38038420258253 |
| 2018-03-01 | 6.43515466783315 |
| 2018-04-01 | 6.28067331570112 |
| 2018-05-01 | 6.33680747379218 |
| 2018-06-01 | 6.22907991006902 |
| 2018-07-01 | 6.23690252599024 |
| 2018-08-01 | 6.15079825281110 |
| 2018-09-01 | 6.22584641142848 |
| 2018-10-01 | 6.30428815340838 |
| 2018-11-01 | 6.19832320294752 |
| 2018-12-01 | 6.25998449299394 |
| 2019-01-01 | 6.27246172915046 |
| 2019-02-01 | 6.27881787227188 |
| 2019-03-01 | 6.33649969382157 |
| 2019-04-01 | 6.47453609042136 |
| 2019-05-01 | 6.34734971386082 |
| 2019-06-01 | 6.31229606072603 |
| 2019-07-01 | 6.03762612719065 |
| 2019-08-01 | 6.23125092247590 |
| 2019-09-01 | 6.23645370180708 |
| 2019-10-01 | 6.50753170214006 |
| 2019-11-01 | 6.38775390819043 |
| 2019-12-01 | 6.47181589603477 |
| 2020-01-01 | 6.38631341674778 |
| 2020-02-01 | 6.37782043010571 |
| 2020-03-01 | 6.34550965694453 |
| 2020-04-01 | 5.76326453999078 |
| 2020-05-01 | 5.57290911404879 |
| 2020-06-01 | 5.78756858342537 |
| 2020-07-01 | 5.83990001896280 |
| 2020-08-01 | 5.80021551832598 |
| 2020-09-01 | 5.63697036358053 |
| 2020-10-01 | 5.72362843913721 |
| 2020-11-01 | 5.77921075237583 |
| 2020-12-01 | 5.67869143738717 |
| 2021-01-01 | 5.69623767583822 |
| 2021-02-01 | 5.67148361055372 |
| 2021-03-01 | 5.86272984178351 |
| 2021-04-01 | 5.74706972705257 |
| 2021-05-01 | 5.80919203029519 |
| 2021-06-01 | 5.87038633074110 |
| 2021-07-01 | 5.84789032011704 |
| 2021-08-01 | 5.86679906952782 |
| 2021-09-01 | 5.82167895146667 |
| 2021-10-01 | 5.84101269652671 |
| 2021-11-01 | 5.77041546209209 |
| 2021-12-01 | 5.78380847364102 |
| 2022-01-01 | 5.90330554322515 |
| 2022-02-01 | 5.96659657620423 |
| 2022-03-01 | 5.87838407427948 |
| 2022-04-01 | 5.93362679569833 |
| 2022-05-01 | 5.94695830032246 |
| 2022-06-01 | 5.95912297501186 |
| 2022-07-01 | 5.95337210733588 |
| 2022-08-01 | 6.03455400667646 |
| 2022-09-01 | 6.10944883835009 |
| 2022-10-01 | 6.05286386843623 |
| 2022-11-01 | 6.17409403763219 |
| 2022-12-01 | 6.08263486192628 |
| 2023-01-01 | 6.10533489437817 |
| 2023-02-01 | 6.15481454175040 |
| 2023-03-01 | 6.18663061178333 |
| 2023-04-01 | 6.32902461581786 |
| 2023-05-01 | 6.27729649632165 |
| 2023-06-01 | 6.15610347285043 |
| 2023-07-01 | 6.35892910120010 |
| 2023-08-01 | 6.41600908436979 |
| 2023-09-01 | 6.40077672432379 |
| 2023-10-01 | 6.35326941141786 |
| 2023-11-01 | 6.37540899877702 |
| 2023-12-01 | 6.48169273594722 |
| 2024-01-01 | 6.40558355644629 |
| 2024-02-01 | 6.44917975761145 |
| 2024-03-01 | 6.48866788613662 |
| 2024-04-01 | 6.52848239572211 |
| 2024-05-01 | 6.49855078557949 |
| 2024-06-01 | 6.35387693797121 |
| 2024-07-01 | 6.45782367046637 |
| 2024-08-01 | 6.60472536465677 |
| 2024-09-01 | 6.80625171277990 |
| 2024-10-01 | 6.84920055837649 |
| 2024-11-01 | 6.88009602299462 |
| 2024-12-01 | 6.97416886386835 |
| 2025-01-01 | 7.00622717771123 |
| 2025-02-01 | 6.94504388405883 |
| 2025-03-01 | 6.88727063165493 |
| 2025-04-01 | 6.73076173596462 |
| 2025-05-01 | 6.80992179376850 |
| 2025-06-01 | 6.95328370200611 |
| 2025-07-01 | 6.85541683542208 |
| 2025-08-01 | 6.80317114920690 |
| 2025-09-01 | 6.61261659456714 |
| 2025-10-01 | 6.64236273515235 |
| 2025-11-01 | 6.57965698147096 |
| 2025-12-01 | 6.37150592278890 |