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 2025-08-01 |
| Last Updated | 2025-09-20 5:11 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 | 3.4187927915571900 |
| 1990-02-01 | 3.4368669854225600 |
| 1990-03-01 | 3.3497282591607203 |
| 1990-04-01 | 3.3244912765293395 |
| 1990-05-01 | 3.0044008652484900 |
| 1990-06-01 | 3.2716412694937600 |
| 1990-07-01 | 3.3698760607018596 |
| 1990-08-01 | 3.2961737015245200 |
| 1990-09-01 | 3.3436813942721200 |
| 1990-10-01 | 3.2655514710798300 |
| 1990-11-01 | 3.2772627522116102 |
| 1990-12-01 | 3.3355154044441200 |
| 1991-01-01 | 3.2178017679556400 |
| 1991-02-01 | 3.2428887496846200 |
| 1991-03-01 | 3.2527785453069800 |
| 1991-04-01 | 3.4449687858946200 |
| 1991-05-01 | 3.4097690247406700 |
| 1991-06-01 | 3.2540339407359506 |
| 1991-07-01 | 3.2588403414904796 |
| 1991-08-01 | 3.0839832854977995 |
| 1991-09-01 | 3.3367934605839500 |
| 1991-10-01 | 3.4648872311487700 |
| 1991-11-01 | 3.4729109021630900 |
| 1991-12-01 | 3.5430757560603796 |
| 1992-01-01 | 3.6244536232459104 |
| 1992-02-01 | 3.6616627966651000 |
| 1992-03-01 | 3.6658190782351100 |
| 1992-04-01 | 3.6724363489774303 |
| 1992-05-01 | 3.5080949847262900 |
| 1992-06-01 | 3.2256748168576300 |
| 1992-07-01 | 3.4405929778223903 |
| 1992-08-01 | 3.4550979095106400 |
| 1992-09-01 | 3.7309383442795400 |
| 1992-10-01 | 3.5636818398965900 |
| 1992-11-01 | 3.5732226332398500 |
| 1992-12-01 | 3.5592298178428800 |
| 1993-01-01 | 3.5350669973735000 |
| 1993-02-01 | 3.4811604455551803 |
| 1993-03-01 | 3.5860232162822400 |
| 1993-04-01 | 3.4999546807864300 |
| 1993-05-01 | 3.6044479804323100 |
| 1993-06-01 | 3.6976670626950600 |
| 1993-07-01 | 3.7148970741052203 |
| 1993-08-01 | 3.9195371577490400 |
| 1993-09-01 | 3.6154538705637700 |
| 1993-10-01 | 3.5675580710608306 |
| 1993-11-01 | 3.5775613441494400 |
| 1993-12-01 | 3.5737522024439400 |
| 1994-01-01 | 3.7517733619367700 |
| 1994-02-01 | 3.8132857179524704 |
| 1994-03-01 | 3.8119701822039103 |
| 1994-04-01 | 3.7209286692049197 |
| 1994-05-01 | 3.6903679100614900 |
| 1994-06-01 | 3.8752409716383904 |
| 1994-07-01 | 3.7773003131127800 |
| 1994-08-01 | 3.7753493613207400 |
| 1994-09-01 | 3.8019884322221804 |
| 1994-10-01 | 3.7844063293971497 |
| 1994-11-01 | 3.7917111967927700 |
| 1994-12-01 | 3.8912063580606095 |
| 1995-01-01 | 3.5661612393471898 |
| 1995-02-01 | 3.4381635044417704 |
| 1995-03-01 | 3.4387669257170900 |
| 1995-04-01 | 3.4205827907889700 |
| 1995-05-01 | 3.6754372368509100 |
| 1995-06-01 | 3.8701066545563300 |
| 1995-07-01 | 3.7395064768834705 |
| 1995-08-01 | 3.8375084153743000 |
| 1995-09-01 | 3.7868086931467500 |
| 1995-10-01 | 3.9082644475605900 |
| 1995-11-01 | 3.9028459576131100 |
| 1995-12-01 | 4.0005674009141900 |
| 1996-01-01 | 3.9876731919337500 |
| 1996-02-01 | 4.0602064120704300 |
| 1996-03-01 | 4.0612555966756200 |
| 1996-04-01 | 4.1004065047568306 |
| 1996-05-01 | 4.1585839523038710 |
| 1996-06-01 | 4.0872141085122700 |
| 1996-07-01 | 4.1054313571248800 |
| 1996-08-01 | 4.1013106660134190 |
| 1996-09-01 | 4.1758740544546400 |
| 1996-10-01 | 4.1340693149164600 |
| 1996-11-01 | 4.1190490611707204 |
| 1996-12-01 | 4.2029131649805100 |
| 1997-01-01 | 4.3058244575154100 |
| 1997-02-01 | 4.2718104867327200 |
| 1997-03-01 | 4.3765642100154505 |
| 1997-04-01 | 4.3643341905876600 |
| 1997-05-01 | 4.3463205188575400 |
| 1997-06-01 | 4.4227616637751800 |
| 1997-07-01 | 4.3795664917899700 |
| 1997-08-01 | 4.3772847320612600 |
| 1997-09-01 | 4.3599397005446300 |
| 1997-10-01 | 4.3605979075356700 |
| 1997-11-01 | 4.4402296426486600 |
| 1997-12-01 | 4.4028664936976600 |
| 1998-01-01 | 4.4146444329444100 |
| 1998-02-01 | 4.3731552136146100 |
| 1998-03-01 | 4.3682706377769900 |
| 1998-04-01 | 4.5278339591859810 |
| 1998-05-01 | 4.5515253417834900 |
| 1998-06-01 | 4.7659643063589900 |
| 1998-07-01 | 4.5674504536646390 |
| 1998-08-01 | 4.5634635793108500 |
| 1998-09-01 | 4.4388147793343500 |
| 1998-10-01 | 4.5823548750942200 |
| 1998-11-01 | 4.7621108797612500 |
| 1998-12-01 | 4.6036412320523200 |
| 1999-01-01 | 4.6102964768332400 |
| 1999-02-01 | 4.7667935225678500 |
| 1999-03-01 | 4.7501225335137800 |
| 1999-04-01 | 4.4924684970015400 |
| 1999-05-01 | 4.5617556211526910 |
| 1999-06-01 | 4.8147801013407200 |
| 1999-07-01 | 4.9731556743728300 |
| 1999-08-01 | 4.9601589424242400 |
| 1999-09-01 | 5.0158675645181600 |
| 1999-10-01 | 4.9934786504592990 |
| 1999-11-01 | 4.9741504196322100 |
| 1999-12-01 | 5.0044191841798600 |
| 2000-01-01 | 4.7010635012350000 |
| 2000-02-01 | 4.8598604604021200 |
| 2000-03-01 | 4.8265243529902410 |
| 2000-04-01 | 4.9690048847166794 |
| 2000-05-01 | 5.1739894098299600 |
| 2000-06-01 | 5.0587320515247500 |
| 2000-07-01 | 5.1964295060901000 |
| 2000-08-01 | 5.1482083079021600 |
| 2000-09-01 | 5.4929026678351910 |
| 2000-10-01 | 5.0936081102632800 |
| 2000-11-01 | 5.0837938232932900 |
| 2000-12-01 | 5.2050989120151700 |
| 2001-01-01 | 5.2933858462061900 |
| 2001-02-01 | 5.3624631308643500 |
| 2001-03-01 | 5.4128661172533700 |
| 2001-04-01 | 5.3556921312093200 |
| 2001-05-01 | 5.1718865958445000 |
| 2001-06-01 | 5.1885753847347500 |
| 2001-07-01 | 5.1215698537935195 |
| 2001-08-01 | 5.1250922200673900 |
| 2001-09-01 | 5.2719108458161110 |
| 2001-10-01 | 5.2908705088124810 |
| 2001-11-01 | 5.2943889960409000 |
| 2001-12-01 | 5.3199885053433500 |
| 2002-01-01 | 5.3874204753365990 |
| 2002-02-01 | 5.3758602308295000 |
| 2002-03-01 | 5.4094576437178300 |
| 2002-04-01 | 5.3566218769853400 |
| 2002-05-01 | 5.2685494396421300 |
| 2002-06-01 | 5.1807850221136110 |
| 2002-07-01 | 5.0321003112236795 |
| 2002-08-01 | 5.5800484097145090 |
| 2002-09-01 | 5.7656901425534500 |
| 2002-10-01 | 5.7922439747755705 |
| 2002-11-01 | 5.9056293943351300 |
| 2002-12-01 | 5.8448682260862100 |
| 2003-01-01 | 5.7925288982506205 |
| 2003-02-01 | 5.7022392530338895 |
| 2003-03-01 | 5.7313564589708600 |
| 2003-04-01 | 5.7710491107902600 |
| 2003-05-01 | 5.8496772233816300 |
| 2003-06-01 | 5.7357799375860410 |
| 2003-07-01 | 5.7110686366425300 |
| 2003-08-01 | 5.9250371686682310 |
| 2003-09-01 | 5.8710788682631600 |
| 2003-10-01 | 5.9010808824560000 |
| 2003-11-01 | 5.9215459032521900 |
| 2003-12-01 | 5.9795164368520000 |
| 2004-01-01 | 6.0130723841224300 |
| 2004-02-01 | 6.1313268048482000 |
| 2004-03-01 | 6.1719818472071095 |
| 2004-04-01 | 6.1016336080835200 |
| 2004-05-01 | 6.0229872403880300 |
| 2004-06-01 | 5.9562691515163210 |
| 2004-07-01 | 5.8592835432676510 |
| 2004-08-01 | 6.0597236400730194 |
| 2004-09-01 | 6.1913761860870600 |
| 2004-10-01 | 6.2197419349815700 |
| 2004-11-01 | 6.2473044335825900 |
| 2004-12-01 | 6.2153756400140590 |
| 2005-01-01 | 6.3444062534112895 |
| 2005-02-01 | 6.3588549643333600 |
| 2005-03-01 | 6.4141500816712900 |
| 2005-04-01 | 6.5395007094325590 |
| 2005-05-01 | 6.5928116538594200 |
| 2005-06-01 | 7.0600404618788800 |
| 2005-07-01 | 6.7938935870202900 |
| 2005-08-01 | 6.8086203672360600 |
| 2005-09-01 | 6.6167023426350590 |
| 2005-10-01 | 6.6386133728966294 |
| 2005-11-01 | 6.6783591798904690 |
| 2005-12-01 | 6.7469599287359000 |
| 2006-01-01 | 6.7746430329497900 |
| 2006-02-01 | 6.7816299807462300 |
| 2006-03-01 | 6.7441200292989690 |
| 2006-04-01 | 6.8762438830698100 |
| 2006-05-01 | 6.9791450673873790 |
| 2006-06-01 | 7.3605999650259600 |
| 2006-07-01 | 7.2289669328817405 |
| 2006-08-01 | 6.9699646131483790 |
| 2006-09-01 | 7.0578118824303700 |
| 2006-10-01 | 6.9564625155758100 |
| 2006-11-01 | 6.8984684777678710 |
| 2006-12-01 | 6.9628643737101900 |
| 2007-01-01 | 6.9991849524838500 |
| 2007-02-01 | 7.0967460818520400 |
| 2007-03-01 | 7.0585035323835490 |
| 2007-04-01 | 7.1104150264037695 |
| 2007-05-01 | 7.1766315835897500 |
| 2007-06-01 | 7.3814902510215800 |
| 2007-07-01 | 7.1824102851231910 |
| 2007-08-01 | 7.1562482528814700 |
| 2007-09-01 | 6.9924895303062200 |
| 2007-10-01 | 7.1650140387018000 |
| 2007-11-01 | 7.2049959749653810 |
| 2007-12-01 | 7.1595523906153200 |
| 2008-01-01 | 7.2134143502589600 |
| 2008-02-01 | 7.2111319789338810 |
| 2008-03-01 | 7.2646715479458800 |
| 2008-04-01 | 6.4361670267024100 |
| 2008-05-01 | 6.4837309165395310 |
| 2008-06-01 | 6.5297904978937105 |
| 2008-07-01 | 6.4563118793655990 |
| 2008-08-01 | 6.4468125450948390 |
| 2008-09-01 | 6.4303328072310695 |
| 2008-10-01 | 6.4694939663353200 |
| 2008-11-01 | 6.3954494317981400 |
| 2008-12-01 | 6.4470915850063710 |
| 2009-01-01 | 6.4191971921865000 |
| 2009-02-01 | 6.4169904747563900 |
| 2009-03-01 | 6.4621257511970900 |
| 2009-04-01 | 6.2528432435975710 |
| 2009-05-01 | 6.2933662152232600 |
| 2009-06-01 | 6.4073647920995700 |
| 2009-07-01 | 6.3582149343228700 |
| 2009-08-01 | 6.3466369648923395 |
| 2009-09-01 | 6.2526957124786800 |
| 2009-10-01 | 6.2668078666972200 |
| 2009-11-01 | 6.2779891557396400 |
| 2009-12-01 | 6.3293653245095990 |
| 2010-01-01 | 6.1206203640116700 |
| 2010-02-01 | 6.1195126157229510 |
| 2010-03-01 | 6.0616995474292300 |
| 2010-04-01 | 6.0549045801237690 |
| 2010-05-01 | 6.1056938924536300 |
| 2010-06-01 | 6.1009129872800100 |
| 2010-07-01 | 6.1737696917355800 |
| 2010-08-01 | 6.1471685921680200 |
| 2010-09-01 | 6.1692965877973700 |
| 2010-10-01 | 6.1650441075314810 |
| 2010-11-01 | 6.1561941130889910 |
| 2010-12-01 | 6.2102753516773800 |
| 2011-01-01 | 6.2244890040433800 |
| 2011-02-01 | 6.1157349812669100 |
| 2011-03-01 | 6.1643733029783300 |
| 2011-04-01 | 6.1511983379757690 |
| 2011-05-01 | 6.1027699658872990 |
| 2011-06-01 | 6.1066614602420700 |
| 2011-07-01 | 6.1038513056570300 |
| 2011-08-01 | 6.0592498978805800 |
| 2011-09-01 | 5.9616083194357410 |
| 2011-10-01 | 5.9637277582497690 |
| 2011-11-01 | 5.9455738453092690 |
| 2011-12-01 | 5.8934007857324700 |
| 2012-01-01 | 5.9258677036530400 |
| 2012-02-01 | 5.9091261331118000 |
| 2012-03-01 | 5.7655561593091390 |
| 2012-04-01 | 5.8394315195329300 |
| 2012-05-01 | 5.8983308753210300 |
| 2012-06-01 | 5.8185935061767800 |
| 2012-07-01 | 5.7383095661168400 |
| 2012-08-01 | 5.8769060613752500 |
| 2012-09-01 | 5.8430114533575310 |
| 2012-10-01 | 5.8626663764135000 |
| 2012-11-01 | 5.9359159073128610 |
| 2012-12-01 | 5.9848974680954690 |
| 2013-01-01 | 5.8252205282334810 |
| 2013-02-01 | 5.8998386189248100 |
| 2013-03-01 | 5.8646802328287100 |
| 2013-04-01 | 5.9275749219722700 |
| 2013-05-01 | 5.8876434879793890 |
| 2013-06-01 | 5.9387523875409190 |
| 2013-07-01 | 5.8754447038579200 |
| 2013-08-01 | 5.8968973790646100 |
| 2013-09-01 | 5.9155832922174700 |
| 2013-10-01 | 5.9590166348732900 |
| 2013-11-01 | 5.9295476250826800 |
| 2013-12-01 | 5.9785001495591000 |
| 2014-01-01 | 5.9258980085343300 |
| 2014-02-01 | 5.9911049355000900 |
| 2014-03-01 | 6.0627601108844510 |
| 2014-04-01 | 6.0127732907841400 |
| 2014-05-01 | 6.0802371181987500 |
| 2014-06-01 | 6.0626921054067600 |
| 2014-07-01 | 6.0052873360495590 |
| 2014-08-01 | 6.0159381526062200 |
| 2014-09-01 | 6.0928326072274000 |
| 2014-10-01 | 6.0513702511803900 |
| 2014-11-01 | 6.0236286169663610 |
| 2014-12-01 | 6.0736415414437400 |
| 2015-01-01 | 6.1308356227491390 |
| 2015-02-01 | 6.0823923913922100 |
| 2015-03-01 | 5.9548100010613890 |
| 2015-04-01 | 6.1049281113720895 |
| 2015-05-01 | 6.0639887703747690 |
| 2015-06-01 | 6.1938881659045490 |
| 2015-07-01 | 6.2266542627881805 |
| 2015-08-01 | 6.2354612821815190 |
| 2015-09-01 | 6.2775713003982900 |
| 2015-10-01 | 6.2368799934523100 |
| 2015-11-01 | 6.3233198525660500 |
| 2015-12-01 | 6.1688379781491305 |
| 2016-01-01 | 6.3347637935612795 |
| 2016-02-01 | 6.2793089321424995 |
| 2016-03-01 | 6.2450718207815990 |
| 2016-04-01 | 6.2961785797088100 |
| 2016-05-01 | 6.0496463709843600 |
| 2016-06-01 | 6.2183385694781200 |
| 2016-07-01 | 6.2364956164428405 |
| 2016-08-01 | 6.4520012906936300 |
| 2016-09-01 | 6.3835858872603500 |
| 2016-10-01 | 6.2219078878531100 |
| 2016-11-01 | 6.2189763268609100 |
| 2016-12-01 | 6.1614009957169490 |
| 2017-01-01 | 6.1416951592328610 |
| 2017-02-01 | 6.1778646447674690 |
| 2017-03-01 | 6.1385877469162000 |
| 2017-04-01 | 6.1882631206359500 |
| 2017-05-01 | 6.2384601269699210 |
| 2017-06-01 | 6.1335484385460310 |
| 2017-07-01 | 6.2394611994727510 |
| 2017-08-01 | 6.2573092668546910 |
| 2017-09-01 | 6.3025820441863900 |
| 2017-10-01 | 6.3094570387853710 |
| 2017-11-01 | 6.3073458167994705 |
| 2017-12-01 | 6.3581421604937400 |
| 2018-01-01 | 6.3569885002611600 |
| 2018-02-01 | 6.3807910312902700 |
| 2018-03-01 | 6.4357519668682190 |
| 2018-04-01 | 6.2790574359498400 |
| 2018-05-01 | 6.3368046707743700 |
| 2018-06-01 | 6.2281982406124400 |
| 2018-07-01 | 6.2379425290927400 |
| 2018-08-01 | 6.1502815413997400 |
| 2018-09-01 | 6.2268023717203890 |
| 2018-10-01 | 6.3041690527049100 |
| 2018-11-01 | 6.1982894867780010 |
| 2018-12-01 | 6.2596706216320800 |
| 2019-01-01 | 6.2727802135520400 |
| 2019-02-01 | 6.2793898334793500 |
| 2019-03-01 | 6.3371175046793300 |
| 2019-04-01 | 6.4726645016083800 |
| 2019-05-01 | 6.3474989324352595 |
| 2019-06-01 | 6.3114133376469010 |
| 2019-07-01 | 6.0391091169229005 |
| 2019-08-01 | 6.2306154985087100 |
| 2019-09-01 | 6.2379259346545490 |
| 2019-10-01 | 6.5072186908909500 |
| 2019-11-01 | 6.3873559655285800 |
| 2019-12-01 | 6.4709303426223395 |
| 2020-01-01 | 6.3861120546034300 |
| 2020-02-01 | 6.3777714154371600 |
| 2020-03-01 | 6.3451646494304900 |
| 2020-04-01 | 5.7639106657585700 |
| 2020-05-01 | 5.5731960981968400 |
| 2020-06-01 | 5.7875117119308900 |
| 2020-07-01 | 5.8420970783414010 |
| 2020-08-01 | 5.8002304315854800 |
| 2020-09-01 | 5.6385597667316000 |
| 2020-10-01 | 5.7227341269869200 |
| 2020-11-01 | 5.7775124795314690 |
| 2020-12-01 | 5.6759978235897100 |
| 2021-01-01 | 5.6942141715440900 |
| 2021-02-01 | 5.6697748059397000 |
| 2021-03-01 | 5.8613960154129500 |
| 2021-04-01 | 5.7510781890493610 |
| 2021-05-01 | 5.8109356430251090 |
| 2021-06-01 | 5.8717656937039290 |
| 2021-07-01 | 5.8557306619582000 |
| 2021-08-01 | 5.8684824735261300 |
| 2021-09-01 | 5.8224758129697700 |
| 2021-10-01 | 5.8382733596114410 |
| 2021-11-01 | 5.7651747761524600 |
| 2021-12-01 | 5.7768530579860700 |
| 2022-01-01 | 5.8968580340105500 |
| 2022-02-01 | 5.9611792292905905 |
| 2022-03-01 | 5.8754639142677900 |
| 2022-04-01 | 5.9420585116281295 |
| 2022-05-01 | 5.9519283697528210 |
| 2022-06-01 | 5.9617764816898005 |
| 2022-07-01 | 5.9775122597164110 |
| 2022-08-01 | 6.0471837550349010 |
| 2022-09-01 | 6.1020950208940010 |
| 2022-10-01 | 6.0459641482173300 |
| 2022-11-01 | 6.1627120515117895 |
| 2022-12-01 | 6.0655625636586700 |
| 2023-01-01 | 6.0876609152775500 |
| 2023-02-01 | 6.1449629468187600 |
| 2023-03-01 | 6.1847092166933200 |
| 2023-04-01 | 6.3419816787173410 |
| 2023-05-01 | 6.2889919876538100 |
| 2023-06-01 | 6.1634666078395790 |
| 2023-07-01 | 6.4045738764826910 |
| 2023-08-01 | 6.4433951055792200 |
| 2023-09-01 | 6.3792777531602000 |
| 2023-10-01 | 6.3435810562740800 |
| 2023-11-01 | 6.3573091931874500 |
| 2023-12-01 | 6.4494970275034200 |
| 2024-01-01 | 6.3751090155116500 |
| 2024-02-01 | 6.4348589518101210 |
| 2024-03-01 | 6.4882061135763704 |
| 2024-04-01 | 6.5466514277431300 |
| 2024-05-01 | 6.5174315799240100 |
| 2024-06-01 | 6.3665555684666595 |
| 2024-07-01 | 6.5254413743386900 |
| 2024-08-01 | 6.6493651422704200 |
| 2024-09-01 | 6.7677461856330705 |
| 2024-10-01 | 6.8377068137812310 |
| 2024-11-01 | 6.8549242805637300 |
| 2024-12-01 | 6.9270411198835800 |
| 2025-01-01 | 6.9631286059215310 |
| 2025-02-01 | 6.9278306573725200 |
| 2025-03-01 | 6.8896096007169400 |
| 2025-04-01 | 6.7520296595008490 |
| 2025-05-01 | 6.8354268118190710 |
| 2025-06-01 | 6.9714125377740706 |
| 2025-07-01 | 6.9387194990423895 |
| 2025-08-01 | 6.9582672634498800 |