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 2024-09-01 |
| Last Updated | 2024-10-23 4:44 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 | 3.4187926300245600 |
| 1990-02-01 | 3.4368667772583300 |
| 1990-03-01 | 3.3497280651482700 |
| 1990-04-01 | 3.3244907743258194 |
| 1990-05-01 | 3.0044004055238700 |
| 1990-06-01 | 3.2716413292062496 |
| 1990-07-01 | 3.3698761918596603 |
| 1990-08-01 | 3.2961740937403303 |
| 1990-09-01 | 3.3436818263810997 |
| 1990-10-01 | 3.2655519103122400 |
| 1990-11-01 | 3.2772630647685297 |
| 1990-12-01 | 3.3355154090090400 |
| 1991-01-01 | 3.2178015420933397 |
| 1991-02-01 | 3.2428883448650200 |
| 1991-03-01 | 3.2527780589290898 |
| 1991-04-01 | 3.4449680118791903 |
| 1991-05-01 | 3.4097691736520500 |
| 1991-06-01 | 3.2540338245698197 |
| 1991-07-01 | 3.2588403886519903 |
| 1991-08-01 | 3.0839836970416004 |
| 1991-09-01 | 3.3367940087566900 |
| 1991-10-01 | 3.4648879046375000 |
| 1991-11-01 | 3.4729115519279700 |
| 1991-12-01 | 3.5430761598354303 |
| 1992-01-01 | 3.6244540560768597 |
| 1992-02-01 | 3.6616614751254600 |
| 1992-03-01 | 3.6658167564441000 |
| 1992-04-01 | 3.6724350299224300 |
| 1992-05-01 | 3.5080965094879600 |
| 1992-06-01 | 3.2256744071174706 |
| 1992-07-01 | 3.4405932254958795 |
| 1992-08-01 | 3.4550985279476296 |
| 1992-09-01 | 3.7309391805618000 |
| 1992-10-01 | 3.5636829795344704 |
| 1992-11-01 | 3.5732239218044200 |
| 1992-12-01 | 3.5592308531657006 |
| 1993-01-01 | 3.5350681171968400 |
| 1993-02-01 | 3.4811579526247700 |
| 1993-03-01 | 3.5860184217774997 |
| 1993-04-01 | 3.4999520256345997 |
| 1993-05-01 | 3.6044502148454303 |
| 1993-06-01 | 3.6976661352383300 |
| 1993-07-01 | 3.7148979031107996 |
| 1993-08-01 | 3.9195387683721603 |
| 1993-09-01 | 3.6154559890632900 |
| 1993-10-01 | 3.5675604770100000 |
| 1993-11-01 | 3.5775636496914400 |
| 1993-12-01 | 3.5737537509953303 |
| 1994-01-01 | 3.7517747512983197 |
| 1994-02-01 | 3.8132815831723900 |
| 1994-03-01 | 3.8119622910169304 |
| 1994-04-01 | 3.7209239133180900 |
| 1994-05-01 | 3.6903693374057798 |
| 1994-06-01 | 3.8752393188366803 |
| 1994-07-01 | 3.7773021776535805 |
| 1994-08-01 | 3.7753529400100900 |
| 1994-09-01 | 3.8019931256308600 |
| 1994-10-01 | 3.7844112470472400 |
| 1994-11-01 | 3.7917151535863103 |
| 1994-12-01 | 3.8912087057476800 |
| 1995-01-01 | 3.5661632781933497 |
| 1995-02-01 | 3.4381605456109700 |
| 1995-03-01 | 3.4387495865463000 |
| 1995-04-01 | 3.4205758927742300 |
| 1995-05-01 | 3.6754355870435695 |
| 1995-06-01 | 3.8701011902855700 |
| 1995-07-01 | 3.7395029957709200 |
| 1995-08-01 | 3.8375063140786000 |
| 1995-09-01 | 3.7868580993835500 |
| 1995-10-01 | 3.9082652636700295 |
| 1995-11-01 | 3.9028425668525397 |
| 1995-12-01 | 4.0005663062676300 |
| 1996-01-01 | 3.9876724345333500 |
| 1996-02-01 | 4.0602008089383200 |
| 1996-03-01 | 4.0612249097852000 |
| 1996-04-01 | 4.1004046445419196 |
| 1996-05-01 | 4.1585878162253400 |
| 1996-06-01 | 4.0872073593183000 |
| 1996-07-01 | 4.1053993090339205 |
| 1996-08-01 | 4.1013107698514200 |
| 1996-09-01 | 4.1759752189043500 |
| 1996-10-01 | 4.1340700697849700 |
| 1996-11-01 | 4.1190380459488300 |
| 1996-12-01 | 4.2029049209472600 |
| 1997-01-01 | 4.3058205978073600 |
| 1997-02-01 | 4.2717996660858200 |
| 1997-03-01 | 4.3765184155836800 |
| 1997-04-01 | 4.3643330512813800 |
| 1997-05-01 | 4.3463541615402500 |
| 1997-06-01 | 4.4227421368636200 |
| 1997-07-01 | 4.3794858806291800 |
| 1997-08-01 | 4.3772600325210400 |
| 1997-09-01 | 4.3601874154081900 |
| 1997-10-01 | 4.3605692995586800 |
| 1997-11-01 | 4.4401884052894400 |
| 1997-12-01 | 4.4028366739632500 |
| 1998-01-01 | 4.4146298640728700 |
| 1998-02-01 | 4.3731360044583800 |
| 1998-03-01 | 4.3682239656470200 |
| 1998-04-01 | 4.5278450161491390 |
| 1998-05-01 | 4.5516003352870795 |
| 1998-06-01 | 4.7659419481758800 |
| 1998-07-01 | 4.5673294132247810 |
| 1998-08-01 | 4.5634188203896700 |
| 1998-09-01 | 4.4391603443993210 |
| 1998-10-01 | 4.5822948301408800 |
| 1998-11-01 | 4.7620387300833205 |
| 1998-12-01 | 4.6035832307316100 |
| 1999-01-01 | 4.6102656713955400 |
| 1999-02-01 | 4.7667662741991610 |
| 1999-03-01 | 4.7500832781162000 |
| 1999-04-01 | 4.4925017772626200 |
| 1999-05-01 | 4.5618998008266110 |
| 1999-06-01 | 4.8148141086888900 |
| 1999-07-01 | 4.9729692197470800 |
| 1999-08-01 | 4.9600682158114700 |
| 1999-09-01 | 5.0162792029151700 |
| 1999-10-01 | 4.9933742360628000 |
| 1999-11-01 | 4.9740209089395995 |
| 1999-12-01 | 5.0043428738068090 |
| 2000-01-01 | 4.7010236492242800 |
| 2000-02-01 | 4.8598339350029290 |
| 2000-03-01 | 4.8265097972924410 |
| 2000-04-01 | 4.9690709033846790 |
| 2000-05-01 | 5.1741818521575995 |
| 2000-06-01 | 5.0588947150340400 |
| 2000-07-01 | 5.1961683194425700 |
| 2000-08-01 | 5.1480950050935800 |
| 2000-09-01 | 5.4932312461089600 |
| 2000-10-01 | 5.0934841885715100 |
| 2000-11-01 | 5.0836301897098400 |
| 2000-12-01 | 5.2050194400955700 |
| 2001-01-01 | 5.2933490383117090 |
| 2001-02-01 | 5.3624478002164295 |
| 2001-03-01 | 5.4128826439077400 |
| 2001-04-01 | 5.3557837780306700 |
| 2001-05-01 | 5.1721198098846700 |
| 2001-06-01 | 5.1888678446127900 |
| 2001-07-01 | 5.1212234461279100 |
| 2001-08-01 | 5.1249533174741200 |
| 2001-09-01 | 5.2721539193358100 |
| 2001-10-01 | 5.2907279596505400 |
| 2001-11-01 | 5.2941982672285190 |
| 2001-12-01 | 5.3199199160737300 |
| 2002-01-01 | 5.3873969252719400 |
| 2002-02-01 | 5.3758654945597995 |
| 2002-03-01 | 5.4095076775020710 |
| 2002-04-01 | 5.3567295540060190 |
| 2002-05-01 | 5.2687635476271910 |
| 2002-06-01 | 5.1811693954470700 |
| 2002-07-01 | 5.0317248981569800 |
| 2002-08-01 | 5.5799255079318800 |
| 2002-09-01 | 5.7657740304163400 |
| 2002-10-01 | 5.7921179803182500 |
| 2002-11-01 | 5.9054592273168490 |
| 2002-12-01 | 5.8448183243057500 |
| 2003-01-01 | 5.7925188266093000 |
| 2003-02-01 | 5.7022604526090700 |
| 2003-03-01 | 5.7314230584753300 |
| 2003-04-01 | 5.7711562391885000 |
| 2003-05-01 | 5.8498590921299805 |
| 2003-06-01 | 5.7361946410216900 |
| 2003-07-01 | 5.7106875476725590 |
| 2003-08-01 | 5.9249338470971600 |
| 2003-09-01 | 5.8710615821478790 |
| 2003-10-01 | 5.9009823693573400 |
| 2003-11-01 | 5.9214015624096294 |
| 2003-12-01 | 5.9794952032876910 |
| 2004-01-01 | 6.0130800078936900 |
| 2004-02-01 | 6.1313588962554000 |
| 2004-03-01 | 6.1720492543722600 |
| 2004-04-01 | 6.1017204796627310 |
| 2004-05-01 | 6.0230990323789900 |
| 2004-06-01 | 5.9566497360203900 |
| 2004-07-01 | 5.8589523238929400 |
| 2004-08-01 | 6.0596616218582690 |
| 2004-09-01 | 6.1912867106009990 |
| 2004-10-01 | 6.2196849706807800 |
| 2004-11-01 | 6.2472134398530490 |
| 2004-12-01 | 6.2153727216562000 |
| 2005-01-01 | 6.3444225377962400 |
| 2005-02-01 | 6.3588840539088000 |
| 2005-03-01 | 6.4142043404126110 |
| 2005-04-01 | 6.5395573230397600 |
| 2005-05-01 | 6.5928776965995710 |
| 2005-06-01 | 7.0603067479015600 |
| 2005-07-01 | 6.7936391169612890 |
| 2005-08-01 | 6.8085851978641390 |
| 2005-09-01 | 6.6166483057632695 |
| 2005-10-01 | 6.6385796771178400 |
| 2005-11-01 | 6.6783068369273600 |
| 2005-12-01 | 6.7469638011782190 |
| 2006-01-01 | 6.7746591789487000 |
| 2006-02-01 | 6.7816501220719510 |
| 2006-03-01 | 6.7441545770113400 |
| 2006-04-01 | 6.8762719870149100 |
| 2006-05-01 | 6.9791659040039900 |
| 2006-06-01 | 7.3607433456110000 |
| 2006-07-01 | 7.2288263488940500 |
| 2006-08-01 | 6.9699523798743700 |
| 2006-09-01 | 7.0577886045395710 |
| 2006-10-01 | 6.9564461263890705 |
| 2006-11-01 | 6.8984492617689690 |
| 2006-12-01 | 6.9628627794217800 |
| 2007-01-01 | 6.9991901639863200 |
| 2007-02-01 | 7.0967527162320100 |
| 2007-03-01 | 7.0585223322070600 |
| 2007-04-01 | 7.1104325565066600 |
| 2007-05-01 | 7.1766450765329500 |
| 2007-06-01 | 7.3815557486108400 |
| 2007-07-01 | 7.1823423820121210 |
| 2007-08-01 | 7.1562350949821200 |
| 2007-09-01 | 6.9924682377323300 |
| 2007-10-01 | 7.1650036389228400 |
| 2007-11-01 | 7.2049866785209500 |
| 2007-12-01 | 7.1595608775161500 |
| 2008-01-01 | 7.2134292753705500 |
| 2008-02-01 | 7.2111466023685990 |
| 2008-03-01 | 7.2646877321262800 |
| 2008-04-01 | 6.4361806440320800 |
| 2008-05-01 | 6.4837339989093100 |
| 2008-06-01 | 6.5298201348881100 |
| 2008-07-01 | 6.4562693122374000 |
| 2008-08-01 | 6.4467708967540895 |
| 2008-09-01 | 6.4302870335414700 |
| 2008-10-01 | 6.4694735900216300 |
| 2008-11-01 | 6.3954527445466300 |
| 2008-12-01 | 6.4471267041064200 |
| 2009-01-01 | 6.4192483578270000 |
| 2009-02-01 | 6.4170387702934800 |
| 2009-03-01 | 6.4621616656148700 |
| 2009-04-01 | 6.2528622240387410 |
| 2009-05-01 | 6.2933632905928500 |
| 2009-06-01 | 6.4073641949600900 |
| 2009-07-01 | 6.3581570279840100 |
| 2009-08-01 | 6.3465498910281910 |
| 2009-09-01 | 6.2526008513652895 |
| 2009-10-01 | 6.2667199702864800 |
| 2009-11-01 | 6.2779053662812600 |
| 2009-12-01 | 6.3292961889402700 |
| 2010-01-01 | 6.1213022558601500 |
| 2010-02-01 | 6.1194650142089200 |
| 2010-03-01 | 6.0616650482425400 |
| 2010-04-01 | 6.0548793270140310 |
| 2010-05-01 | 6.1056658275473210 |
| 2010-06-01 | 6.1008822900212000 |
| 2010-07-01 | 6.1736883748075310 |
| 2010-08-01 | 6.1470450350080600 |
| 2010-09-01 | 6.1691511387819300 |
| 2010-10-01 | 6.1648821637170800 |
| 2010-11-01 | 6.1560133559198205 |
| 2010-12-01 | 6.2100923307377010 |
| 2011-01-01 | 6.2257953708502400 |
| 2011-02-01 | 6.1155927791558600 |
| 2011-03-01 | 6.1642862095728600 |
| 2011-04-01 | 6.1511497739038590 |
| 2011-05-01 | 6.1027385222699700 |
| 2011-06-01 | 6.1066233134698700 |
| 2011-07-01 | 6.1037517905095200 |
| 2011-08-01 | 6.0590889165520800 |
| 2011-09-01 | 5.9614051819858400 |
| 2011-10-01 | 5.9634853531143800 |
| 2011-11-01 | 5.9452739068279900 |
| 2011-12-01 | 5.8930676216360800 |
| 2012-01-01 | 5.9277549085859910 |
| 2012-02-01 | 5.9088232236746400 |
| 2012-03-01 | 5.7653612954372310 |
| 2012-04-01 | 5.8392445119483600 |
| 2012-05-01 | 5.8988830255773310 |
| 2012-06-01 | 5.8184258876028800 |
| 2012-07-01 | 5.7381022826045090 |
| 2012-08-01 | 5.8766639573368710 |
| 2012-09-01 | 5.8427438193650590 |
| 2012-10-01 | 5.8623834222515300 |
| 2012-11-01 | 5.9355958180293890 |
| 2012-12-01 | 5.9845226451692000 |
| 2013-01-01 | 5.8270722666036700 |
| 2013-02-01 | 5.8994622804007300 |
| 2013-03-01 | 5.8644397348479400 |
| 2013-04-01 | 5.9273067371511190 |
| 2013-05-01 | 5.8888776113369290 |
| 2013-06-01 | 5.9385778698664200 |
| 2013-07-01 | 5.8753031959347200 |
| 2013-08-01 | 5.8966771341422000 |
| 2013-09-01 | 5.9146797037122310 |
| 2013-10-01 | 5.9588708575712594 |
| 2013-11-01 | 5.9293143652457205 |
| 2013-12-01 | 5.9781030800862000 |
| 2014-01-01 | 5.9276690780805490 |
| 2014-02-01 | 5.9905871638752695 |
| 2014-03-01 | 6.0623787032409500 |
| 2014-04-01 | 6.0123284718630000 |
| 2014-05-01 | 6.0820823115224405 |
| 2014-06-01 | 6.0628458088825590 |
| 2014-07-01 | 6.0051862494911690 |
| 2014-08-01 | 6.0157251008324900 |
| 2014-09-01 | 6.0913058931439900 |
| 2014-10-01 | 6.0514136082039900 |
| 2014-11-01 | 6.0235836635317100 |
| 2014-12-01 | 6.0734369198932400 |
| 2015-01-01 | 6.1321438607710100 |
| 2015-02-01 | 6.0821913630915200 |
| 2015-03-01 | 5.9533066141411400 |
| 2015-04-01 | 6.1047508318314100 |
| 2015-05-01 | 6.0660273923126300 |
| 2015-06-01 | 6.1944788470245005 |
| 2015-07-01 | 6.2265273341966290 |
| 2015-08-01 | 6.2361987941161000 |
| 2015-09-01 | 6.2752817613524400 |
| 2015-10-01 | 6.2370006947918890 |
| 2015-11-01 | 6.3233802082384000 |
| 2015-12-01 | 6.1687585243675100 |
| 2016-01-01 | 6.3354681090390600 |
| 2016-02-01 | 6.2792340949574900 |
| 2016-03-01 | 6.2421933174868100 |
| 2016-04-01 | 6.2972543577265600 |
| 2016-05-01 | 6.0516550703644300 |
| 2016-06-01 | 6.2192821847286295 |
| 2016-07-01 | 6.2353857792185500 |
| 2016-08-01 | 6.4538123216874700 |
| 2016-09-01 | 6.3813472549925010 |
| 2016-10-01 | 6.2222538514048304 |
| 2016-11-01 | 6.2192329309527500 |
| 2016-12-01 | 6.1610153722594810 |
| 2017-01-01 | 6.1418481857507805 |
| 2017-02-01 | 6.1778977902844110 |
| 2017-03-01 | 6.1342412643983900 |
| 2017-04-01 | 6.1908932307623500 |
| 2017-05-01 | 6.2404231182309490 |
| 2017-06-01 | 6.1348404610168210 |
| 2017-07-01 | 6.2366988535351100 |
| 2017-08-01 | 6.2605277228602100 |
| 2017-09-01 | 6.3001406246178500 |
| 2017-10-01 | 6.3101755719235500 |
| 2017-11-01 | 6.3077813187917900 |
| 2017-12-01 | 6.3574400023632800 |
| 2018-01-01 | 6.3574630064698200 |
| 2018-02-01 | 6.3813789097878395 |
| 2018-03-01 | 6.4280292017513300 |
| 2018-04-01 | 6.2840089106608200 |
| 2018-05-01 | 6.3393294237222700 |
| 2018-06-01 | 6.2301228395431600 |
| 2018-07-01 | 6.2334484347622094 |
| 2018-08-01 | 6.1536137033788600 |
| 2018-09-01 | 6.2244797354696900 |
| 2018-10-01 | 6.3047807981864900 |
| 2018-11-01 | 6.1985645738801690 |
| 2018-12-01 | 6.2586963074592600 |
| 2019-01-01 | 6.2739378690390595 |
| 2019-02-01 | 6.2813794430440910 |
| 2019-03-01 | 6.3271691442085010 |
| 2019-04-01 | 6.4799021042714300 |
| 2019-05-01 | 6.3514842145863600 |
| 2019-06-01 | 6.3137928274366900 |
| 2019-07-01 | 6.0303963549416610 |
| 2019-08-01 | 6.2332502173978400 |
| 2019-09-01 | 6.2351313247978090 |
| 2019-10-01 | 6.5074787285893100 |
| 2019-11-01 | 6.3877324810803700 |
| 2019-12-01 | 6.4706759534258600 |
| 2020-01-01 | 6.3883664937461795 |
| 2020-02-01 | 6.3809511831481810 |
| 2020-03-01 | 6.3331214475768700 |
| 2020-04-01 | 5.7775321036816390 |
| 2020-05-01 | 5.5827237477824500 |
| 2020-06-01 | 5.7897869601134500 |
| 2020-07-01 | 5.8204299674767100 |
| 2020-08-01 | 5.8014708542058100 |
| 2020-09-01 | 5.6338283957006200 |
| 2020-10-01 | 5.7136916809757310 |
| 2020-11-01 | 5.7817001411417300 |
| 2020-12-01 | 5.6924520674360100 |
| 2021-01-01 | 5.6921934259273800 |
| 2021-02-01 | 5.6737883403070795 |
| 2021-03-01 | 5.8489820959560800 |
| 2021-04-01 | 5.7787164368225300 |
| 2021-05-01 | 5.8261002306391800 |
| 2021-06-01 | 5.8708683384425590 |
| 2021-07-01 | 5.8047423135105190 |
| 2021-08-01 | 5.8666914972168100 |
| 2021-09-01 | 5.8168421183513700 |
| 2021-10-01 | 5.8173153995752190 |
| 2021-11-01 | 5.7769969326954405 |
| 2021-12-01 | 5.8223238111254500 |
| 2022-01-01 | 5.8938704921033800 |
| 2022-02-01 | 5.9693059845391610 |
| 2022-03-01 | 5.8588787314950190 |
| 2022-04-01 | 5.9860946066709400 |
| 2022-05-01 | 5.9658309889004000 |
| 2022-06-01 | 5.9610050374726390 |
| 2022-07-01 | 5.8828349389014400 |
| 2022-08-01 | 6.0405911886818710 |
| 2022-09-01 | 6.0955562493357895 |
| 2022-10-01 | 6.0133564787735800 |
| 2022-11-01 | 6.1853894066451400 |
| 2022-12-01 | 6.1509935466927600 |
| 2023-01-01 | 6.0875002574815890 |
| 2023-02-01 | 6.1585385876004200 |
| 2023-03-01 | 6.1673955960142300 |
| 2023-04-01 | 6.3956420989133890 |
| 2023-05-01 | 6.1950713188705000 |
| 2023-06-01 | 6.0610326072729000 |
| 2023-07-01 | 6.3637856624975395 |
| 2023-08-01 | 6.4294909138882690 |
| 2023-09-01 | 6.3745138004204405 |
| 2023-10-01 | 6.4067560552430995 |
| 2023-11-01 | 6.2913264211500195 |
| 2023-12-01 | 6.2688910662895800 |
| 2024-01-01 | 6.3837071707315100 |
| 2024-02-01 | 6.3537947085459700 |
| 2024-03-01 | 6.3700773255726695 |
| 2024-04-01 | 6.3033111719216710 |
| 2024-05-01 | 6.3123182597045900 |
| 2024-06-01 | 6.3649545526171500 |
| 2024-07-01 | 6.5459458925786200 |
| 2024-08-01 | 6.3289970574939690 |
| 2024-09-01 | 6.3638299949111605 |
