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 2024-09-01 |
| 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 | 6.7082091124095890 |
| 1990-02-01 | 6.6524960800072690 |
| 1990-03-01 | 6.6132276716500900 |
| 1990-04-01 | 7.1656464957395900 |
| 1990-05-01 | 7.0736185632077500 |
| 1990-06-01 | 7.1111725516609590 |
| 1990-07-01 | 7.2626298004662000 |
| 1990-08-01 | 7.1081967120203600 |
| 1990-09-01 | 7.0856277828346500 |
| 1990-10-01 | 7.1941075958028800 |
| 1990-11-01 | 7.0683223293494300 |
| 1990-12-01 | 7.1596735545904100 |
| 1991-01-01 | 6.4010846397364500 |
| 1991-02-01 | 6.5524821731907690 |
| 1991-03-01 | 6.5106798252432310 |
| 1991-04-01 | 6.5752784476627895 |
| 1991-05-01 | 6.5753745148858300 |
| 1991-06-01 | 6.5082652713693700 |
| 1991-07-01 | 6.4644934280951200 |
| 1991-08-01 | 6.6111831854405410 |
| 1991-09-01 | 6.5819354706745010 |
| 1991-10-01 | 6.4908641108123690 |
| 1991-11-01 | 6.5711102181957900 |
| 1991-12-01 | 6.5595734328385900 |
| 1992-01-01 | 6.3925400289088090 |
| 1992-02-01 | 6.3481377792700400 |
| 1992-03-01 | 6.3041454610829290 |
| 1992-04-01 | 6.2913945156785400 |
| 1992-05-01 | 6.1833209179754900 |
| 1992-06-01 | 6.2119129026544200 |
| 1992-07-01 | 6.2678395330545200 |
| 1992-08-01 | 6.2087315840009705 |
| 1992-09-01 | 6.1631207845797410 |
| 1992-10-01 | 6.1928588885359410 |
| 1992-11-01 | 6.1694201823655090 |
| 1992-12-01 | 6.1610734752403795 |
| 1993-01-01 | 6.1934113136377800 |
| 1993-02-01 | 6.2549447664483200 |
| 1993-03-01 | 6.1928165468168790 |
| 1993-04-01 | 6.2026732766396800 |
| 1993-05-01 | 6.1922526105233600 |
| 1993-06-01 | 6.2049385250608710 |
| 1993-07-01 | 6.0698162878395790 |
| 1993-08-01 | 6.0082999901970995 |
| 1993-09-01 | 6.0480067108092905 |
| 1993-10-01 | 5.9850004110764600 |
| 1993-11-01 | 5.9774605900323700 |
| 1993-12-01 | 5.9816023461757800 |
| 1994-01-01 | 5.9935560565137200 |
| 1994-02-01 | 5.8515658740080100 |
| 1994-03-01 | 5.8902956250154400 |
| 1994-04-01 | 5.7979869267368090 |
| 1994-05-01 | 5.8941381298623600 |
| 1994-06-01 | 5.8928753461624900 |
| 1994-07-01 | 5.9752031962703000 |
| 1994-08-01 | 6.0100550815197300 |
| 1994-09-01 | 6.0345941366430500 |
| 1994-10-01 | 6.1821266390420300 |
| 1994-11-01 | 6.1848345518817400 |
| 1994-12-01 | 6.3106465615860000 |
| 1995-01-01 | 6.4983100127929290 |
| 1995-02-01 | 6.3490805814257300 |
| 1995-03-01 | 6.3942641870635500 |
| 1995-04-01 | 6.2755654672350890 |
| 1995-05-01 | 6.1859607516538390 |
| 1995-06-01 | 6.2721750396898600 |
| 1995-07-01 | 6.5796849484183490 |
| 1995-08-01 | 6.4219308967374800 |
| 1995-09-01 | 6.4411439203161910 |
| 1995-10-01 | 6.1684055343745300 |
| 1995-11-01 | 6.1950981663502300 |
| 1995-12-01 | 6.2460583454440400 |
| 1996-01-01 | 5.8056234197261904 |
| 1996-02-01 | 5.7322926203734410 |
| 1996-03-01 | 5.9066469720362800 |
| 1996-04-01 | 5.8416171532713800 |
| 1996-05-01 | 5.7778320428726900 |
| 1996-06-01 | 5.8627596312714200 |
| 1996-07-01 | 5.6774305755507700 |
| 1996-08-01 | 5.7254465411078700 |
| 1996-09-01 | 5.7479036286945995 |
| 1996-10-01 | 5.8667081674740500 |
| 1996-11-01 | 5.8008507322476900 |
| 1996-12-01 | 5.7724179822198405 |
| 1997-01-01 | 6.1227351721043490 |
| 1997-02-01 | 6.1226124552379800 |
| 1997-03-01 | 6.0188935623409810 |
| 1997-04-01 | 6.2021152119294705 |
| 1997-05-01 | 6.1702246796426800 |
| 1997-06-01 | 6.1503011351932090 |
| 1997-07-01 | 6.1730147430390600 |
| 1997-08-01 | 6.1325466368039590 |
| 1997-09-01 | 6.0658486069729400 |
| 1997-10-01 | 6.0599131272356700 |
| 1997-11-01 | 6.1012080960581900 |
| 1997-12-01 | 6.0876918092958610 |
| 1998-01-01 | 6.1339904213302300 |
| 1998-02-01 | 6.2179040918004500 |
| 1998-03-01 | 6.1399132578784400 |
| 1998-04-01 | 6.1776499405162690 |
| 1998-05-01 | 6.1624330625932595 |
| 1998-06-01 | 6.1481705932675000 |
| 1998-07-01 | 6.0532828616301390 |
| 1998-08-01 | 6.0279587038628600 |
| 1998-09-01 | 5.9781601948749400 |
| 1998-10-01 | 6.2629926787095800 |
| 1998-11-01 | 6.3015714681162310 |
| 1998-12-01 | 6.2810047821501190 |
| 1999-01-01 | 6.2474999112020490 |
| 1999-02-01 | 6.3314229299489010 |
| 1999-03-01 | 6.3585403300654290 |
| 1999-04-01 | 6.3665643637901800 |
| 1999-05-01 | 6.3527919551567100 |
| 1999-06-01 | 6.4470689883020900 |
| 1999-07-01 | 6.6361253182213495 |
| 1999-08-01 | 6.6235477315161000 |
| 1999-09-01 | 6.5939668281816000 |
| 1999-10-01 | 6.3606009516686390 |
| 1999-11-01 | 6.4914131502156100 |
| 1999-12-01 | 6.5557986340831100 |
| 2000-01-01 | 6.6554369384588800 |
| 2000-02-01 | 6.6546530276463500 |
| 2000-03-01 | 6.6721350243546510 |
| 2000-04-01 | 6.6761496029132700 |
| 2000-05-01 | 6.6592997551936400 |
| 2000-06-01 | 6.7616283334846905 |
| 2000-07-01 | 6.5080188212250000 |
| 2000-08-01 | 6.5010518473945900 |
| 2000-09-01 | 6.4949904771549600 |
| 2000-10-01 | 6.4614366360542200 |
| 2000-11-01 | 6.5867532960594400 |
| 2000-12-01 | 6.4333947566133700 |
| 2001-01-01 | 6.3661499463696400 |
| 2001-02-01 | 6.2750972516696500 |
| 2001-03-01 | 6.2781424584831610 |
| 2001-04-01 | 6.1832551618691100 |
| 2001-05-01 | 6.2683067820831000 |
| 2001-06-01 | 6.1700641000235800 |
| 2001-07-01 | 6.1975748446059210 |
| 2001-08-01 | 6.0905839975871500 |
| 2001-09-01 | 5.9953570345148600 |
| 2001-10-01 | 5.8578025879909410 |
| 2001-11-01 | 5.6766904549681610 |
| 2001-12-01 | 5.8227612505365990 |
| 2002-01-01 | 5.6619861524272800 |
| 2002-02-01 | 5.6811403758482010 |
| 2002-03-01 | 5.6854261425548100 |
| 2002-04-01 | 5.9909815591049504 |
| 2002-05-01 | 5.9802150723387895 |
| 2002-06-01 | 6.0756330040820800 |
| 2002-07-01 | 6.0932726494645500 |
| 2002-08-01 | 6.1833574661187900 |
| 2002-09-01 | 6.1889177216649200 |
| 2002-10-01 | 6.3638704015686000 |
| 2002-11-01 | 6.4787399631358210 |
| 2002-12-01 | 6.5271400394839590 |
| 2003-01-01 | 6.5551481199631000 |
| 2003-02-01 | 6.4676473136855500 |
| 2003-03-01 | 6.4828492201251300 |
| 2003-04-01 | 6.0908106935388500 |
| 2003-05-01 | 6.2797451782093505 |
| 2003-06-01 | 6.2640375744185900 |
| 2003-07-01 | 6.5110131224310710 |
| 2003-08-01 | 6.4957999516298800 |
| 2003-09-01 | 6.4945669518120300 |
| 2003-10-01 | 6.5777962526265990 |
| 2003-11-01 | 6.4731994201728100 |
| 2003-12-01 | 6.4442994591363200 |
| 2004-01-01 | 6.4355499717588796 |
| 2004-02-01 | 6.5400332185915400 |
| 2004-03-01 | 6.4674541802283610 |
| 2004-04-01 | 6.4983876776505800 |
| 2004-05-01 | 6.4806919032244800 |
| 2004-06-01 | 6.4445832655276110 |
| 2004-07-01 | 6.5285251516713200 |
| 2004-08-01 | 6.5074979177793710 |
| 2004-09-01 | 6.6002707707736095 |
| 2004-10-01 | 6.5990276439947900 |
| 2004-11-01 | 6.5853068351936000 |
| 2004-12-01 | 6.7746243664019410 |
| 2005-01-01 | 6.6099540357069190 |
| 2005-02-01 | 6.6059211757211400 |
| 2005-03-01 | 6.5478507202442800 |
| 2005-04-01 | 6.6974546984606100 |
| 2005-05-01 | 6.6689718645663610 |
| 2005-06-01 | 6.7186244107389110 |
| 2005-07-01 | 6.6503627367220500 |
| 2005-08-01 | 6.7263726075733805 |
| 2005-09-01 | 6.8201031741297900 |
| 2005-10-01 | 6.7270182063660700 |
| 2005-11-01 | 6.7901575638602605 |
| 2005-12-01 | 6.7994648999645590 |
| 2006-01-01 | 6.7713665998169700 |
| 2006-02-01 | 6.7805276141263700 |
| 2006-03-01 | 6.8325640433277800 |
| 2006-04-01 | 6.6997656205408890 |
| 2006-05-01 | 6.7608862081112600 |
| 2006-06-01 | 6.6981393596948900 |
| 2006-07-01 | 6.5658932659601910 |
| 2006-08-01 | 6.5387174895085800 |
| 2006-09-01 | 6.4366327753995300 |
| 2006-10-01 | 6.4524691202311700 |
| 2006-11-01 | 6.5008266331692300 |
| 2006-12-01 | 6.4072546281515990 |
| 2007-01-01 | 6.4359061690985095 |
| 2007-02-01 | 6.4685348326665100 |
| 2007-03-01 | 6.4205920666070300 |
| 2007-04-01 | 6.2970228249751905 |
| 2007-05-01 | 6.3632176784578100 |
| 2007-06-01 | 6.3881092080213895 |
| 2007-07-01 | 6.3750779158770800 |
| 2007-08-01 | 6.3492731531160700 |
| 2007-09-01 | 6.3564264968607200 |
| 2007-10-01 | 6.3661422109307500 |
| 2007-11-01 | 6.3033546740630400 |
| 2007-12-01 | 6.2937144954945490 |
| 2008-01-01 | 6.4990012585433700 |
| 2008-02-01 | 6.5712636323409010 |
| 2008-03-01 | 6.6119753545394010 |
| 2008-04-01 | 6.7999681305645400 |
| 2008-05-01 | 6.8885033222648095 |
| 2008-06-01 | 6.7984847197196000 |
| 2008-07-01 | 6.7749136973770790 |
| 2008-08-01 | 6.7528857666921200 |
| 2008-09-01 | 6.6550017635736390 |
| 2008-10-01 | 6.6577846122172110 |
| 2008-11-01 | 6.7055200690210700 |
| 2008-12-01 | 6.4699409250226400 |
| 2009-01-01 | 6.6819582116698010 |
| 2009-02-01 | 6.6857503234114410 |
| 2009-03-01 | 6.5137878787006000 |
| 2009-04-01 | 6.4983008646658400 |
| 2009-05-01 | 6.5183610017620900 |
| 2009-06-01 | 6.5204097594802590 |
| 2009-07-01 | 6.5647705300790000 |
| 2009-08-01 | 6.6574458698524200 |
| 2009-09-01 | 6.5409942875962700 |
| 2009-10-01 | 6.7366524104975400 |
| 2009-11-01 | 6.8032703321287410 |
| 2009-12-01 | 6.8403415461995490 |
| 2010-01-01 | 6.8811796216319690 |
| 2010-02-01 | 6.9089325964312500 |
| 2010-03-01 | 7.0209797544632995 |
| 2010-04-01 | 6.8985221374671400 |
| 2010-05-01 | 6.8465385270184000 |
| 2010-06-01 | 6.7426290235838600 |
| 2010-07-01 | 6.9550321312709595 |
| 2010-08-01 | 6.9559796197784900 |
| 2010-09-01 | 7.0145227008051910 |
| 2010-10-01 | 7.0149748623299300 |
| 2010-11-01 | 6.9978673454966900 |
| 2010-12-01 | 7.1183252904332190 |
| 2011-01-01 | 7.1024823791955810 |
| 2011-02-01 | 7.0310888304831700 |
| 2011-03-01 | 7.1255864037339290 |
| 2011-04-01 | 7.1010922012756210 |
| 2011-05-01 | 7.0557577502190490 |
| 2011-06-01 | 7.0507196670117300 |
| 2011-07-01 | 7.0428822207619000 |
| 2011-08-01 | 7.0576284815969100 |
| 2011-09-01 | 7.0994852607286110 |
| 2011-10-01 | 7.1027641130279500 |
| 2011-11-01 | 7.1030821949486300 |
| 2011-12-01 | 7.2091614615505100 |
| 2012-01-01 | 7.0278224842595190 |
| 2012-02-01 | 7.0359382298457005 |
| 2012-03-01 | 7.0141745647189300 |
| 2012-04-01 | 7.0994864509955190 |
| 2012-05-01 | 7.1504297342986300 |
| 2012-06-01 | 7.1559362343534000 |
| 2012-07-01 | 7.2355759690899895 |
| 2012-08-01 | 7.1587456087983890 |
| 2012-09-01 | 7.1997690586440095 |
| 2012-10-01 | 7.2038860959973400 |
| 2012-11-01 | 7.1158143366409700 |
| 2012-12-01 | 7.1193022411372100 |
| 2013-01-01 | 7.0498169254886700 |
| 2013-02-01 | 7.0206094885444905 |
| 2013-03-01 | 6.9922936473349400 |
| 2013-04-01 | 6.9891007419720100 |
| 2013-05-01 | 6.9290800085042800 |
| 2013-06-01 | 6.9548246828581700 |
| 2013-07-01 | 6.9354291334230400 |
| 2013-08-01 | 6.9690216792997890 |
| 2013-09-01 | 6.9171760825147100 |
| 2013-10-01 | 6.8172292503455700 |
| 2013-11-01 | 6.8360433253554590 |
| 2013-12-01 | 6.8356038199427500 |
| 2014-01-01 | 6.5571508299526200 |
| 2014-02-01 | 6.4899819271212490 |
| 2014-03-01 | 6.4592038060487590 |
| 2014-04-01 | 6.4756585566226400 |
| 2014-05-01 | 6.6063189774321796 |
| 2014-06-01 | 6.6542635626526300 |
| 2014-07-01 | 6.6518048106554110 |
| 2014-08-01 | 6.6817926864634690 |
| 2014-09-01 | 6.7424582190718800 |
| 2014-10-01 | 6.8323953529725400 |
| 2014-11-01 | 6.8428739188722190 |
| 2014-12-01 | 6.8533014825305910 |
| 2015-01-01 | 7.2509211367214110 |
| 2015-02-01 | 7.1604920580272600 |
| 2015-03-01 | 7.1342206511310600 |
| 2015-04-01 | 7.0730207845490090 |
| 2015-05-01 | 6.7877780656736510 |
| 2015-06-01 | 6.7442530715039600 |
| 2015-07-01 | 6.7698984020132510 |
| 2015-08-01 | 6.7000480363013100 |
| 2015-09-01 | 6.5625812173314410 |
| 2015-10-01 | 6.5448229765154196 |
| 2015-11-01 | 6.5487684887034705 |
| 2015-12-01 | 6.5536288128847410 |
| 2016-01-01 | 6.9391781096887690 |
| 2016-02-01 | 6.7430961979989410 |
| 2016-03-01 | 6.8178506148921300 |
| 2016-04-01 | 6.7746378697068000 |
| 2016-05-01 | 6.7801938035874700 |
| 2016-06-01 | 6.6397837071494600 |
| 2016-07-01 | 6.7871958296876390 |
| 2016-08-01 | 6.8132449047970200 |
| 2016-09-01 | 6.8727091395101000 |
| 2016-10-01 | 6.8486093515115000 |
| 2016-11-01 | 6.8408530484009695 |
| 2016-12-01 | 6.8413532639322600 |
| 2017-01-01 | 6.8278047196466600 |
| 2017-02-01 | 6.8457899145004495 |
| 2017-03-01 | 6.8189492097012000 |
| 2017-04-01 | 6.7861179307761010 |
| 2017-05-01 | 6.7810338463659100 |
| 2017-06-01 | 6.7375531110800900 |
| 2017-07-01 | 6.5947565588641500 |
| 2017-08-01 | 6.5210137245913495 |
| 2017-09-01 | 6.5671974200248710 |
| 2017-10-01 | 6.6470732676097090 |
| 2017-11-01 | 6.6307388493986110 |
| 2017-12-01 | 6.5144416737213010 |
| 2018-01-01 | 6.6219578814702910 |
| 2018-02-01 | 6.5623275704650090 |
| 2018-03-01 | 6.5335347380361295 |
| 2018-04-01 | 6.5959449354331900 |
| 2018-05-01 | 6.6895840326201395 |
| 2018-06-01 | 6.8405223321821610 |
| 2018-07-01 | 6.8987260941500494 |
| 2018-08-01 | 6.9203989792096690 |
| 2018-09-01 | 6.9554244365118400 |
| 2018-10-01 | 6.9406869198651600 |
| 2018-11-01 | 7.0096329690010700 |
| 2018-12-01 | 7.0868195962962400 |
| 2019-01-01 | 7.0181334207663000 |
| 2019-02-01 | 7.0883256147065100 |
| 2019-03-01 | 7.1604901139089000 |
| 2019-04-01 | 7.2100269104311300 |
| 2019-05-01 | 7.3013876704234900 |
| 2019-06-01 | 7.3407795318248406 |
| 2019-07-01 | 7.3911547434205590 |
| 2019-08-01 | 7.4111224910922300 |
| 2019-09-01 | 7.4433917510125400 |
| 2019-10-01 | 7.4400139402156290 |
| 2019-11-01 | 7.3936755629590705 |
| 2019-12-01 | 7.4603813396736300 |
| 2020-01-01 | 7.4209912563059700 |
| 2020-02-01 | 7.4093005246705700 |
| 2020-03-01 | 7.4853831647244300 |
| 2020-04-01 | 7.5182101502853890 |
| 2020-05-01 | 7.3089431479169300 |
| 2020-06-01 | 7.4446314184198610 |
| 2020-07-01 | 7.5822766875234610 |
| 2020-08-01 | 7.6992871818535400 |
| 2020-09-01 | 7.9335606328630200 |
| 2020-10-01 | 7.9388672444052100 |
| 2020-11-01 | 8.0820958842446500 |
| 2020-12-01 | 8.2475228936576300 |
| 2021-01-01 | 8.4266768784061700 |
| 2021-02-01 | 8.5264423853778800 |
| 2021-03-01 | 8.5998375445072100 |
| 2021-04-01 | 8.7222602211132100 |
| 2021-05-01 | 8.7134041633380300 |
| 2021-06-01 | 8.7512874096552300 |
| 2021-07-01 | 8.7696005983600800 |
| 2021-08-01 | 8.7888113353234400 |
| 2021-09-01 | 8.8242460457727600 |
| 2021-10-01 | 8.8372505636949200 |
| 2021-11-01 | 8.8774458185254710 |
| 2021-12-01 | 8.8486482610702900 |
| 2022-01-01 | 8.8332682150287000 |
| 2022-02-01 | 8.8363514073798210 |
| 2022-03-01 | 8.8103575284422500 |
| 2022-04-01 | 8.7214245086522000 |
| 2022-05-01 | 8.7094533744852500 |
| 2022-06-01 | 8.9550493928354700 |
| 2022-07-01 | 8.9632383915478120 |
| 2022-08-01 | 8.9845712103639010 |
| 2022-09-01 | 8.9143094644014400 |
| 2022-10-01 | 8.9300341608481000 |
| 2022-11-01 | 8.9729080593527400 |
| 2022-12-01 | 8.9596382840872500 |
| 2023-01-01 | 8.9391117960275700 |
| 2023-02-01 | 8.9448756125850300 |
| 2023-03-01 | 8.9192763601396200 |
| 2023-04-01 | 8.9230705424829600 |
| 2023-05-01 | 9.0058436351677110 |
| 2023-06-01 | 9.0556533760498000 |
| 2023-07-01 | 8.9516837998010600 |
| 2023-08-01 | 8.9792928991943700 |
| 2023-09-01 | 9.0068638336968210 |
| 2023-10-01 | 9.1259092738577310 |
| 2023-11-01 | 8.9723592386567790 |
| 2023-12-01 | 8.9703373165502600 |
| 2024-01-01 | 8.9455404262823500 |
| 2024-02-01 | 8.9498331250095700 |
| 2024-03-01 | 9.0256418052169700 |
| 2024-04-01 | 9.0252681921275290 |
| 2024-05-01 | 8.9988985277194000 |
| 2024-06-01 | 8.9548230525854400 |
| 2024-07-01 | 9.0467004201729700 |
| 2024-08-01 | 8.9768217583959800 |
| 2024-09-01 | 8.9978131320517890 |
