Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406055000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:23 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 | 6.7081892478500910 |
| 1990-02-01 | 6.6525181533222910 |
| 1990-03-01 | 6.6132169536205900 |
| 1990-04-01 | 7.1656394737678400 |
| 1990-05-01 | 7.0736139348199300 |
| 1990-06-01 | 7.1111709837448000 |
| 1990-07-01 | 7.2626310651389600 |
| 1990-08-01 | 7.1082000549495300 |
| 1990-09-01 | 7.0856334503530990 |
| 1990-10-01 | 7.1941157826030200 |
| 1990-11-01 | 7.0683084831055090 |
| 1990-12-01 | 7.1596893662525900 |
| 1991-01-01 | 6.4010670472985100 |
| 1991-02-01 | 6.5525015674717600 |
| 1991-03-01 | 6.5106702994599290 |
| 1991-04-01 | 6.5752722342304100 |
| 1991-05-01 | 6.5753703842972810 |
| 1991-06-01 | 6.5082638643321395 |
| 1991-07-01 | 6.4644944435639400 |
| 1991-08-01 | 6.6111860922689605 |
| 1991-09-01 | 6.5819405272912500 |
| 1991-10-01 | 6.4908713122588000 |
| 1991-11-01 | 6.5710979218057800 |
| 1991-12-01 | 6.5595872651499700 |
| 1992-01-01 | 6.3925266080493600 |
| 1992-02-01 | 6.3481516138189695 |
| 1992-03-01 | 6.3041381904325090 |
| 1992-04-01 | 6.2913898290453400 |
| 1992-05-01 | 6.1833177499328100 |
| 1992-06-01 | 6.2119118532618405 |
| 1992-07-01 | 6.2678404016388700 |
| 1992-08-01 | 6.2087336474544100 |
| 1992-09-01 | 6.1631242984805406 |
| 1992-10-01 | 6.1928635142600900 |
| 1992-11-01 | 6.1694129448087690 |
| 1992-12-01 | 6.1610823672560890 |
| 1993-01-01 | 6.1934034353040000 |
| 1993-02-01 | 6.2549519478660000 |
| 1993-03-01 | 6.1928122597346290 |
| 1993-04-01 | 6.2026704623058500 |
| 1993-05-01 | 6.1922505580180300 |
| 1993-06-01 | 6.2049378712084290 |
| 1993-07-01 | 6.0698168643105900 |
| 1993-08-01 | 6.0083011984365310 |
| 1993-09-01 | 6.0480087565742300 |
| 1993-10-01 | 5.9850028032469000 |
| 1993-11-01 | 5.9774575811036800 |
| 1993-12-01 | 5.9816067195071510 |
| 1994-01-01 | 5.9935526758698790 |
| 1994-02-01 | 5.8515678918544800 |
| 1994-03-01 | 5.8902938884614500 |
| 1994-04-01 | 5.7979857593830710 |
| 1994-05-01 | 5.8941370758335900 |
| 1994-06-01 | 5.8928750818793900 |
| 1994-07-01 | 5.9752035748202506 |
| 1994-08-01 | 6.0100555622991500 |
| 1994-09-01 | 6.0345948899654900 |
| 1994-10-01 | 6.1821271607922000 |
| 1994-11-01 | 6.1848348872608600 |
| 1994-12-01 | 6.3106473314157900 |
| 1995-01-01 | 6.4983092174887300 |
| 1995-02-01 | 6.3490803272323800 |
| 1995-03-01 | 6.3942639510622690 |
| 1995-04-01 | 6.2755652185701910 |
| 1995-05-01 | 6.1859602324096400 |
| 1995-06-01 | 6.2721749471977490 |
| 1995-07-01 | 6.5796850816726500 |
| 1995-08-01 | 6.4219310821156600 |
| 1995-09-01 | 6.4411442900375300 |
| 1995-10-01 | 6.1684057926754500 |
| 1995-11-01 | 6.1950983873312100 |
| 1995-12-01 | 6.2460585489526100 |
| 1996-01-01 | 5.8056227402676495 |
| 1996-02-01 | 5.7322925883049910 |
| 1996-03-01 | 5.9066469894899810 |
| 1996-04-01 | 5.8416171576471700 |
| 1996-05-01 | 5.7778317381333300 |
| 1996-06-01 | 5.8627596627452300 |
| 1996-07-01 | 5.6774306952460190 |
| 1996-08-01 | 5.7254466148214290 |
| 1996-09-01 | 5.7479038269354910 |
| 1996-10-01 | 5.8667082585953400 |
| 1996-11-01 | 5.8008508160581100 |
| 1996-12-01 | 5.7724180976372890 |
| 1997-01-01 | 6.1227346334201505 |
| 1997-02-01 | 6.1226124353555190 |
| 1997-03-01 | 6.0188936216004300 |
| 1997-04-01 | 6.2021152702959090 |
| 1997-05-01 | 6.1702245284499510 |
| 1997-06-01 | 6.1503011953879200 |
| 1997-07-01 | 6.1730148446893300 |
| 1997-08-01 | 6.1325466774321610 |
| 1997-09-01 | 6.0658487182876100 |
| 1997-10-01 | 6.0599131625218610 |
| 1997-11-01 | 6.1012081251222700 |
| 1997-12-01 | 6.0876918668476500 |
| 1998-01-01 | 6.1339900680874700 |
| 1998-02-01 | 6.2179040698714800 |
| 1998-03-01 | 6.1399132956205700 |
| 1998-04-01 | 6.1776499825278300 |
| 1998-05-01 | 6.1624330014357200 |
| 1998-06-01 | 6.1481706377709004 |
| 1998-07-01 | 6.0532829343045105 |
| 1998-08-01 | 6.0279587250603700 |
| 1998-09-01 | 5.9781602504803395 |
| 1998-10-01 | 6.2629926905254290 |
| 1998-11-01 | 6.3015714680201790 |
| 1998-12-01 | 6.2810047913426000 |
| 1999-01-01 | 6.2474997798805500 |
| 1999-02-01 | 6.3314228964463695 |
| 1999-03-01 | 6.3585403301737900 |
| 1999-04-01 | 6.3665643717742300 |
| 1999-05-01 | 6.3527919688232400 |
| 1999-06-01 | 6.4470690066057506 |
| 1999-07-01 | 6.6361253551175095 |
| 1999-08-01 | 6.6235477425924100 |
| 1999-09-01 | 6.5939668404238200 |
| 1999-10-01 | 6.3606009568754010 |
| 1999-11-01 | 6.4914131471723310 |
| 1999-12-01 | 6.5557986292419700 |
| 2000-01-01 | 6.6554368922346600 |
| 2000-02-01 | 6.6546530188578090 |
| 2000-03-01 | 6.6721350197915100 |
| 2000-04-01 | 6.6761496039931000 |
| 2000-05-01 | 6.6592997604332600 |
| 2000-06-01 | 6.7616283412692795 |
| 2000-07-01 | 6.5080188471081195 |
| 2000-08-01 | 6.5010518489409510 |
| 2000-09-01 | 6.4949904793921790 |
| 2000-10-01 | 6.4614366351445490 |
| 2000-11-01 | 6.5867532915619600 |
| 2000-12-01 | 6.4333947500812005 |
| 2001-01-01 | 6.3661499399850890 |
| 2001-02-01 | 6.2750972467289810 |
| 2001-03-01 | 6.2781424555072200 |
| 2001-04-01 | 6.1832551615490500 |
| 2001-05-01 | 6.2683067834389000 |
| 2001-06-01 | 6.1700641024755600 |
| 2001-07-01 | 6.1975748590587500 |
| 2001-08-01 | 6.0905839967278100 |
| 2001-09-01 | 5.9953570340287300 |
| 2001-10-01 | 5.8578025866785195 |
| 2001-11-01 | 5.6766904528208490 |
| 2001-12-01 | 5.8227612480524100 |
| 2002-01-01 | 5.6619861505269800 |
| 2002-02-01 | 5.6811403746281910 |
| 2002-03-01 | 5.6854261415671100 |
| 2002-04-01 | 5.9909815588457310 |
| 2002-05-01 | 5.9802150724861690 |
| 2002-06-01 | 6.0756330048764890 |
| 2002-07-01 | 6.0932726561084400 |
| 2002-08-01 | 6.1833574655168890 |
| 2002-09-01 | 6.1889177208199095 |
| 2002-10-01 | 6.3638704009257605 |
| 2002-11-01 | 6.4787399626472300 |
| 2002-12-01 | 6.5271400383965394 |
| 2003-01-01 | 6.5551481192232900 |
| 2003-02-01 | 6.4676473133194605 |
| 2003-03-01 | 6.4828492196355000 |
| 2003-04-01 | 6.0908106935734905 |
| 2003-05-01 | 6.2797451786542910 |
| 2003-06-01 | 6.2640375754277600 |
| 2003-07-01 | 6.5110131228388095 |
| 2003-08-01 | 6.4957999519874100 |
| 2003-09-01 | 6.4945669519450400 |
| 2003-10-01 | 6.5777962522859300 |
| 2003-11-01 | 6.4731994202975400 |
| 2003-12-01 | 6.4442994587071905 |
| 2004-01-01 | 6.4355499714099910 |
| 2004-02-01 | 6.5400332183610900 |
| 2004-03-01 | 6.4674541798682790 |
| 2004-04-01 | 6.4983876776232500 |
| 2004-05-01 | 6.4806919034499000 |
| 2004-06-01 | 6.4445832659586710 |
| 2004-07-01 | 6.5285251517664600 |
| 2004-08-01 | 6.5074979179589600 |
| 2004-09-01 | 6.6002707709506300 |
| 2004-10-01 | 6.5990276438820190 |
| 2004-11-01 | 6.5853068355186790 |
| 2004-12-01 | 6.7746243662732800 |
| 2005-01-01 | 6.6099540354623905 |
| 2005-02-01 | 6.6059211754523900 |
| 2005-03-01 | 6.5478507198606595 |
| 2005-04-01 | 6.6974546982170500 |
| 2005-05-01 | 6.6689718644483800 |
| 2005-06-01 | 6.7186244109652810 |
| 2005-07-01 | 6.6503627368038890 |
| 2005-08-01 | 6.7263726078853600 |
| 2005-09-01 | 6.8201031746365300 |
| 2005-10-01 | 6.7270182067826510 |
| 2005-11-01 | 6.7901575644531205 |
| 2005-12-01 | 6.7994649005246510 |
| 2006-01-01 | 6.7713665990190200 |
| 2006-02-01 | 6.7805276120834900 |
| 2006-03-01 | 6.8325640433111700 |
| 2006-04-01 | 6.6997656203343094 |
| 2006-05-01 | 6.7608862077559990 |
| 2006-06-01 | 6.6981393597315300 |
| 2006-07-01 | 6.5658932660329600 |
| 2006-08-01 | 6.5387174899497000 |
| 2006-09-01 | 6.4366327764023900 |
| 2006-10-01 | 6.4524691216476200 |
| 2006-11-01 | 6.5008266348729510 |
| 2006-12-01 | 6.4072546298058090 |
| 2007-01-01 | 6.4359061679697890 |
| 2007-02-01 | 6.4685348288837900 |
| 2007-03-01 | 6.4205920640207010 |
| 2007-04-01 | 6.2970228247038200 |
| 2007-05-01 | 6.3632176778700900 |
| 2007-06-01 | 6.3881092075443600 |
| 2007-07-01 | 6.3750779162223400 |
| 2007-08-01 | 6.3492731541339005 |
| 2007-09-01 | 6.3564264990785900 |
| 2007-10-01 | 6.3661422142953805 |
| 2007-11-01 | 6.3033546778438500 |
| 2007-12-01 | 6.2937144987690000 |
| 2008-01-01 | 6.4990012569374500 |
| 2008-02-01 | 6.5712636259592500 |
| 2008-03-01 | 6.6119753481344700 |
| 2008-04-01 | 6.7999681291914000 |
| 2008-05-01 | 6.8885033210630190 |
| 2008-06-01 | 6.7984847186092700 |
| 2008-07-01 | 6.7749136977751600 |
| 2008-08-01 | 6.7528857676894810 |
| 2008-09-01 | 6.6550017665428090 |
| 2008-10-01 | 6.6577846172961290 |
| 2008-11-01 | 6.7055200746703605 |
| 2008-12-01 | 6.4699409380945000 |
| 2009-01-01 | 6.6819582147351690 |
| 2009-02-01 | 6.6857503238653700 |
| 2009-03-01 | 6.5137878399691610 |
| 2009-04-01 | 6.4983008718095900 |
| 2009-05-01 | 6.5183610063313090 |
| 2009-06-01 | 6.5204097573194410 |
| 2009-07-01 | 6.5647705218607100 |
| 2009-08-01 | 6.6574458560583800 |
| 2009-09-01 | 6.5409942757693900 |
| 2009-10-01 | 6.7366524090644300 |
| 2009-11-01 | 6.8032703490214010 |
| 2009-12-01 | 6.8403415975154100 |
| 2010-01-01 | 6.8811796671141700 |
| 2010-02-01 | 6.9089326352621290 |
| 2010-03-01 | 7.0209796979136910 |
| 2010-04-01 | 6.8985221392763600 |
| 2010-05-01 | 6.8465385017031300 |
| 2010-06-01 | 6.7426289725444200 |
| 2010-07-01 | 6.9550320640962310 |
| 2010-08-01 | 6.9559795504324100 |
| 2010-09-01 | 7.0145226569524500 |
| 2010-10-01 | 7.0149748681076500 |
| 2010-11-01 | 6.9978674232215800 |
| 2010-12-01 | 7.1183254786407400 |
| 2011-01-01 | 7.1024825535258600 |
| 2011-02-01 | 7.0310889672087300 |
| 2011-03-01 | 7.1255863319677495 |
| 2011-04-01 | 7.1010921414645100 |
| 2011-05-01 | 7.0557576012182400 |
| 2011-06-01 | 7.0507194697575500 |
| 2011-07-01 | 7.0428820199850700 |
| 2011-08-01 | 7.0576283134330100 |
| 2011-09-01 | 7.0994851688033800 |
| 2011-10-01 | 7.1027641163457200 |
| 2011-11-01 | 7.1030823293664090 |
| 2011-12-01 | 7.2091619512778700 |
| 2012-01-01 | 7.0278229366681800 |
| 2012-02-01 | 7.0359388185497810 |
| 2012-03-01 | 7.0141746057264000 |
| 2012-04-01 | 7.0994865230508495 |
| 2012-05-01 | 7.1504283678838090 |
| 2012-06-01 | 7.1559354711749100 |
| 2012-07-01 | 7.2355759333435190 |
| 2012-08-01 | 7.1587455536221505 |
| 2012-09-01 | 7.1997690632771600 |
| 2012-10-01 | 7.2038861773145000 |
| 2012-11-01 | 7.1158145086040400 |
| 2012-12-01 | 7.1193029563079700 |
| 2013-01-01 | 7.0498184221145200 |
| 2013-02-01 | 7.0206105132790800 |
| 2013-03-01 | 6.9922929407196510 |
| 2013-04-01 | 6.9891010357430490 |
| 2013-05-01 | 6.9290775618711790 |
| 2013-06-01 | 6.9548228033305800 |
| 2013-07-01 | 6.9354294722988790 |
| 2013-08-01 | 6.9690219693776500 |
| 2013-09-01 | 6.9171763607386900 |
| 2013-10-01 | 6.8172295148240900 |
| 2013-11-01 | 6.8360436022454910 |
| 2013-12-01 | 6.8356047749795200 |
| 2014-01-01 | 6.5571534300387900 |
| 2014-02-01 | 6.4899834337440100 |
| 2014-03-01 | 6.4592023733177600 |
| 2014-04-01 | 6.4756588929834200 |
| 2014-05-01 | 6.6063148666390400 |
| 2014-06-01 | 6.6542595094172190 |
| 2014-07-01 | 6.6518042269307000 |
| 2014-08-01 | 6.6817946750373896 |
| 2014-09-01 | 6.7424584576426510 |
| 2014-10-01 | 6.8323970062512100 |
| 2014-11-01 | 6.8428768343563700 |
| 2014-12-01 | 6.8533051537309690 |
| 2015-01-01 | 7.2509260369247100 |
| 2015-02-01 | 7.1604929597996200 |
| 2015-03-01 | 7.1342156615217600 |
| 2015-04-01 | 7.0730170977125500 |
| 2015-05-01 | 6.7877697078595300 |
| 2015-06-01 | 6.7442449474650195 |
| 2015-07-01 | 6.7698962637137190 |
| 2015-08-01 | 6.7000531199566990 |
| 2015-09-01 | 6.5625842312255390 |
| 2015-10-01 | 6.5448303713564690 |
| 2015-11-01 | 6.5487792684856800 |
| 2015-12-01 | 6.5536396996411500 |
| 2016-01-01 | 6.9391861663042200 |
| 2016-02-01 | 6.7430942038621510 |
| 2016-03-01 | 6.8178371549174805 |
| 2016-04-01 | 6.7746227565091010 |
| 2016-05-01 | 6.7801746924369210 |
| 2016-06-01 | 6.6397683882829910 |
| 2016-07-01 | 6.7871911310590500 |
| 2016-08-01 | 6.8132536177137100 |
| 2016-09-01 | 6.8727149678039800 |
| 2016-10-01 | 6.8486263173703800 |
| 2016-11-01 | 6.8408812683535710 |
| 2016-12-01 | 6.8413834623363790 |
| 2017-01-01 | 6.8278343233689105 |
| 2017-02-01 | 6.8458117055873700 |
| 2017-03-01 | 6.8189598165694205 |
| 2017-04-01 | 6.7859286130479300 |
| 2017-05-01 | 6.7810077680996900 |
| 2017-06-01 | 6.7375725653195500 |
| 2017-07-01 | 6.5947589843016790 |
| 2017-08-01 | 6.5210285182380200 |
| 2017-09-01 | 6.5672266169956100 |
| 2017-10-01 | 6.6471044377599910 |
| 2017-11-01 | 6.6307872853692995 |
| 2017-12-01 | 6.5144954735749400 |
| 2018-01-01 | 6.6220105510186790 |
| 2018-02-01 | 6.5623698473362100 |
| 2018-03-01 | 6.5335615669414695 |
| 2018-04-01 | 6.5955712992201105 |
| 2018-05-01 | 6.6895435165078200 |
| 2018-06-01 | 6.8405747860269700 |
| 2018-07-01 | 6.8987372800063710 |
| 2018-08-01 | 6.9204220767330100 |
| 2018-09-01 | 6.9554752355243000 |
| 2018-10-01 | 6.9407275535044800 |
| 2018-11-01 | 7.0096987942785190 |
| 2018-12-01 | 7.0869010049118790 |
| 2019-01-01 | 7.0182267550902100 |
| 2019-02-01 | 7.0884252713240490 |
| 2019-03-01 | 7.1605916736417700 |
| 2019-04-01 | 7.2093751760521600 |
| 2019-05-01 | 7.3012817547413800 |
| 2019-06-01 | 7.3408250176231800 |
| 2019-07-01 | 7.3912187186627100 |
| 2019-08-01 | 7.4111775605901800 |
| 2019-09-01 | 7.4434833995880200 |
| 2019-10-01 | 7.4400851584521400 |
| 2019-11-01 | 7.3937822065414900 |
| 2019-12-01 | 7.4605092939721205 |
| 2020-01-01 | 7.4211199515160500 |
| 2020-02-01 | 7.4094131543100294 |
| 2020-03-01 | 7.4854718182468700 |
| 2020-04-01 | 7.5173685345397310 |
| 2020-05-01 | 7.3086970269949700 |
| 2020-06-01 | 7.4446430672399600 |
| 2020-07-01 | 7.5823934855650200 |
| 2020-08-01 | 7.6994503976476200 |
| 2020-09-01 | 7.9338131479905090 |
| 2020-10-01 | 7.9386974797911500 |
| 2020-11-01 | 8.0824303812498890 |
| 2020-12-01 | 8.2478352296209700 |
| 2021-01-01 | 8.4268921906897000 |
| 2021-02-01 | 8.5265283546679200 |
| 2021-03-01 | 8.5998170656111200 |
| 2021-04-01 | 8.7210953772013800 |
| 2021-05-01 | 8.7128845218075500 |
| 2021-06-01 | 8.7511770667576400 |
| 2021-07-01 | 8.7697230195578390 |
| 2021-08-01 | 8.7890628096800000 |
| 2021-09-01 | 8.8246566966149500 |
| 2021-10-01 | 8.8374656343847200 |
| 2021-11-01 | 8.8781077897652490 |
| 2021-12-01 | 8.8492632397239100 |
| 2022-01-01 | 8.8335996233544720 |
| 2022-02-01 | 8.8362519926546600 |
| 2022-03-01 | 8.8098329297727100 |
| 2022-04-01 | 8.7198077494090000 |
| 2022-05-01 | 8.7082942676241500 |
| 2022-06-01 | 8.9544415125142700 |
| 2022-07-01 | 8.9633492820624300 |
| 2022-08-01 | 8.9855289224746890 |
| 2022-09-01 | 8.9160038115064100 |
| 2022-10-01 | 8.9284127320011300 |
| 2022-11-01 | 8.9760627797756310 |
| 2022-12-01 | 8.9604352958116800 |
| 2023-01-01 | 8.9394101719167500 |
| 2023-02-01 | 8.9444433149777110 |
| 2023-03-01 | 8.9181499063978490 |
| 2023-04-01 | 8.9208197882907700 |
| 2023-05-01 | 9.0038558358986300 |
| 2023-06-01 | 9.0543924700399000 |
| 2023-07-01 | 8.9517643513021100 |
| 2023-08-01 | 8.9810384003296600 |
| 2023-09-01 | 9.0100105831126000 |
| 2023-10-01 | 9.1220428322709210 |
| 2023-11-01 | 8.9788639309319800 |
| 2023-12-01 | 8.9711791061590010 |
| 2024-01-01 | 8.9457033769772600 |
| 2024-02-01 | 8.9489860600536000 |
| 2024-03-01 | 9.0238223524104600 |
| 2024-04-01 | 9.0224802658876400 |
| 2024-05-01 | 8.9961637624614710 |
| 2024-06-01 | 8.9529476031536510 |
| 2024-07-01 | 9.0467956241007120 |
| 2024-08-01 | 8.9795607052974200 |
| 2024-09-01 | 9.0027524561251400 |
| 2024-10-01 | 9.0152443082594620 |
| 2024-11-01 | 8.9853522470627100 |
