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 2025-05-01 |
| Last Updated | 2025-06-25 3:51 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 | 6.7103496144828300 |
| 1990-02-01 | 6.6501642052864700 |
| 1990-03-01 | 6.6143784963017310 |
| 1990-04-01 | 7.1663981191590700 |
| 1990-05-01 | 7.0741126595146100 |
| 1990-06-01 | 7.1113371152826500 |
| 1990-07-01 | 7.2625022244782810 |
| 1990-08-01 | 7.1078384242080900 |
| 1990-09-01 | 7.0850240135606800 |
| 1990-10-01 | 7.1932358884118800 |
| 1990-11-01 | 7.0697472468938800 |
| 1990-12-01 | 7.1579821044792595 |
| 1991-01-01 | 6.4029805610596595 |
| 1991-02-01 | 6.5504339181270700 |
| 1991-03-01 | 6.5117031788975400 |
| 1991-04-01 | 6.5759441075542595 |
| 1991-05-01 | 6.5758157165334110 |
| 1991-06-01 | 6.5084128661414500 |
| 1991-07-01 | 6.4643917052294600 |
| 1991-08-01 | 6.6108717818542900 |
| 1991-09-01 | 6.5813968761734810 |
| 1991-10-01 | 6.4900976087877500 |
| 1991-11-01 | 6.5723763293367990 |
| 1991-12-01 | 6.5580941246119700 |
| 1992-01-01 | 6.3939837887460600 |
| 1992-02-01 | 6.3466854127036500 |
| 1992-03-01 | 6.3049255324841200 |
| 1992-04-01 | 6.2918962533010200 |
| 1992-05-01 | 6.1836588673297200 |
| 1992-06-01 | 6.2120223088028300 |
| 1992-07-01 | 6.2677525977111300 |
| 1992-08-01 | 6.2085096853388610 |
| 1992-09-01 | 6.1627454807503400 |
| 1992-10-01 | 6.1923655520272500 |
| 1992-11-01 | 6.1701642419738500 |
| 1992-12-01 | 6.1601214849245190 |
| 1993-01-01 | 6.1942577315436305 |
| 1993-02-01 | 6.2541960733154600 |
| 1993-03-01 | 6.1932768334908500 |
| 1993-04-01 | 6.2029749715546100 |
| 1993-05-01 | 6.1924717482009810 |
| 1993-06-01 | 6.2050064970802500 |
| 1993-07-01 | 6.0697581036545600 |
| 1993-08-01 | 6.0081694910613200 |
| 1993-09-01 | 6.0477873611082010 |
| 1993-10-01 | 5.9847444332002400 |
| 1993-11-01 | 5.9777685097701800 |
| 1993-12-01 | 5.9811335431407800 |
| 1994-01-01 | 5.9939174854300310 |
| 1994-02-01 | 5.8513625991907000 |
| 1994-03-01 | 5.8904820348010400 |
| 1994-04-01 | 5.7981122291214200 |
| 1994-05-01 | 5.8942507045399495 |
| 1994-06-01 | 5.8929023715487990 |
| 1994-07-01 | 5.9751641282476795 |
| 1994-08-01 | 6.0100023971966205 |
| 1994-09-01 | 6.0345124129566400 |
| 1994-10-01 | 6.1820696540266210 |
| 1994-11-01 | 6.1847977437495600 |
| 1994-12-01 | 6.3105629982283500 |
| 1995-01-01 | 6.4983952371560200 |
| 1995-02-01 | 6.3491089326702590 |
| 1995-03-01 | 6.3942907214646700 |
| 1995-04-01 | 6.2755930278199600 |
| 1995-05-01 | 6.1860169007598490 |
| 1995-06-01 | 6.2721847490743310 |
| 1995-07-01 | 6.5796702634250900 |
| 1995-08-01 | 6.4219106974354290 |
| 1995-09-01 | 6.4411039807295800 |
| 1995-10-01 | 6.1683776021974000 |
| 1995-11-01 | 6.1950742907029810 |
| 1995-12-01 | 6.2460364904855300 |
| 1996-01-01 | 5.8056958649721300 |
| 1996-02-01 | 5.7322963317464195 |
| 1996-03-01 | 5.9066454275683000 |
| 1996-04-01 | 5.8416169416404800 |
| 1996-05-01 | 5.7778649741205100 |
| 1996-06-01 | 5.8627562083261710 |
| 1996-07-01 | 5.6774176095714700 |
| 1996-08-01 | 5.7254385651942190 |
| 1996-09-01 | 5.7478822924581690 |
| 1996-10-01 | 5.8666984106933090 |
| 1996-11-01 | 5.8008417775339290 |
| 1996-12-01 | 5.7724056672750410 |
| 1997-01-01 | 6.1227925612151910 |
| 1997-02-01 | 6.1226146266323900 |
| 1997-03-01 | 6.0188872547019100 |
| 1997-04-01 | 6.2021090010175700 |
| 1997-05-01 | 6.1702410381122200 |
| 1997-06-01 | 6.1502947149695800 |
| 1997-07-01 | 6.1730038454797400 |
| 1997-08-01 | 6.1325422890967800 |
| 1997-09-01 | 6.0658366323197100 |
| 1997-10-01 | 6.0599093530865100 |
| 1997-11-01 | 6.1012049940111100 |
| 1997-12-01 | 6.0876856692982100 |
| 1998-01-01 | 6.1340280630912990 |
| 1998-02-01 | 6.2179064650151700 |
| 1998-03-01 | 6.1399092363966600 |
| 1998-04-01 | 6.1776454605502410 |
| 1998-05-01 | 6.1624396958955300 |
| 1998-06-01 | 6.1481658433673100 |
| 1998-07-01 | 6.0532750814887400 |
| 1998-08-01 | 6.0279564351778090 |
| 1998-09-01 | 5.9781542091466395 |
| 1998-10-01 | 6.2629914117425800 |
| 1998-11-01 | 6.3015714767369010 |
| 1998-12-01 | 6.2810037992217400 |
| 1999-01-01 | 6.2475139108275400 |
| 1999-02-01 | 6.3314265255777410 |
| 1999-03-01 | 6.3585403283860600 |
| 1999-04-01 | 6.3665635220745990 |
| 1999-05-01 | 6.3527905062865490 |
| 1999-06-01 | 6.4470670406365500 |
| 1999-07-01 | 6.6361213816574410 |
| 1999-08-01 | 6.6235465442564000 |
| 1999-09-01 | 6.5939655084483800 |
| 1999-10-01 | 6.3606003901145710 |
| 1999-11-01 | 6.4914134718089200 |
| 1999-12-01 | 6.5557991456999405 |
| 2000-01-01 | 6.6554418706362300 |
| 2000-02-01 | 6.6546539707812595 |
| 2000-03-01 | 6.6721355165640200 |
| 2000-04-01 | 6.6761494921213700 |
| 2000-05-01 | 6.6592991994150590 |
| 2000-06-01 | 6.7616275042421200 |
| 2000-07-01 | 6.5080160598991200 |
| 2000-08-01 | 6.5010516807740790 |
| 2000-09-01 | 6.4949902321546790 |
| 2000-10-01 | 6.4614367311985400 |
| 2000-11-01 | 6.5867537741070800 |
| 2000-12-01 | 6.4333954540745590 |
| 2001-01-01 | 6.3661506286774690 |
| 2001-02-01 | 6.2750977801479500 |
| 2001-03-01 | 6.2781427771727800 |
| 2001-04-01 | 6.1832551968610705 |
| 2001-05-01 | 6.2683066379412400 |
| 2001-06-01 | 6.1700638384375095 |
| 2001-07-01 | 6.1975733030722690 |
| 2001-08-01 | 6.0905840893391300 |
| 2001-09-01 | 5.9953570843403490 |
| 2001-10-01 | 5.8578027280196800 |
| 2001-11-01 | 5.6766906830556390 |
| 2001-12-01 | 5.8227615157857600 |
| 2002-01-01 | 5.6619863555280700 |
| 2002-02-01 | 5.6811405064534200 |
| 2002-03-01 | 5.6854262480789400 |
| 2002-04-01 | 5.9909815871601800 |
| 2002-05-01 | 5.9802150568309610 |
| 2002-06-01 | 6.0756329190719910 |
| 2002-07-01 | 6.0932719405079290 |
| 2002-08-01 | 6.1833575299468100 |
| 2002-09-01 | 6.1889178115892305 |
| 2002-10-01 | 6.3638704703155990 |
| 2002-11-01 | 6.4787400151537300 |
| 2002-12-01 | 6.5271401564810990 |
| 2003-01-01 | 6.5551481999519300 |
| 2003-02-01 | 6.4676473531945800 |
| 2003-03-01 | 6.4828492712732800 |
| 2003-04-01 | 6.0908106884746600 |
| 2003-05-01 | 6.2797451288409190 |
| 2003-06-01 | 6.2640374649099900 |
| 2003-07-01 | 6.5110130784181300 |
| 2003-08-01 | 6.4957999150209410 |
| 2003-09-01 | 6.4945669401677800 |
| 2003-10-01 | 6.5777962932535400 |
| 2003-11-01 | 6.4731994102695090 |
| 2003-12-01 | 6.4442995069605600 |
| 2004-01-01 | 6.4355500086882310 |
| 2004-02-01 | 6.5400332399211000 |
| 2004-03-01 | 6.4674542119249105 |
| 2004-04-01 | 6.4983876733805700 |
| 2004-05-01 | 6.4806918723748210 |
| 2004-06-01 | 6.4445832151063890 |
| 2004-07-01 | 6.5285251422313895 |
| 2004-08-01 | 6.5074979065364500 |
| 2004-09-01 | 6.6002707643486400 |
| 2004-10-01 | 6.5990276718684004 |
| 2004-11-01 | 6.5853068158672095 |
| 2004-12-01 | 6.7746243864300000 |
| 2005-01-01 | 6.6099540547919110 |
| 2005-02-01 | 6.6059211903832000 |
| 2005-03-01 | 6.5478507444606400 |
| 2005-04-01 | 6.6974546935509410 |
| 2005-05-01 | 6.6689718376674500 |
| 2005-06-01 | 6.7186243864240090 |
| 2005-07-01 | 6.6503627376299300 |
| 2005-08-01 | 6.7263725999608210 |
| 2005-09-01 | 6.8201031592598500 |
| 2005-10-01 | 6.7270182117721390 |
| 2005-11-01 | 6.7901575587849400 |
| 2005-12-01 | 6.7994648904608800 |
| 2006-01-01 | 6.7713666349125710 |
| 2006-02-01 | 6.7805276836322310 |
| 2006-03-01 | 6.8325640436676590 |
| 2006-04-01 | 6.6997655982470890 |
| 2006-05-01 | 6.7608861717913200 |
| 2006-06-01 | 6.6981393536335190 |
| 2006-07-01 | 6.5658932734486100 |
| 2006-08-01 | 6.5387174861297800 |
| 2006-09-01 | 6.4366327488757700 |
| 2006-10-01 | 6.4524691001373500 |
| 2006-11-01 | 6.5008266022477100 |
| 2006-12-01 | 6.4072545920641400 |
| 2007-01-01 | 6.4359062342019100 |
| 2007-02-01 | 6.4685349817264010 |
| 2007-03-01 | 6.4205920199646200 |
| 2007-04-01 | 6.2970228208920300 |
| 2007-05-01 | 6.3632176615235490 |
| 2007-06-01 | 6.3881092166389800 |
| 2007-07-01 | 6.3750779426108390 |
| 2007-08-01 | 6.3492731581683000 |
| 2007-09-01 | 6.3564264443243900 |
| 2007-10-01 | 6.3661421323644100 |
| 2007-11-01 | 6.3033545751156700 |
| 2007-12-01 | 6.2937143997783300 |
| 2008-01-01 | 6.4990013368856000 |
| 2008-02-01 | 6.5712638651327300 |
| 2008-03-01 | 6.6119752799727690 |
| 2008-04-01 | 6.7999681756362310 |
| 2008-05-01 | 6.8885033515340400 |
| 2008-06-01 | 6.7984847705016100 |
| 2008-07-01 | 6.7749138138510190 |
| 2008-08-01 | 6.7528858656319810 |
| 2008-09-01 | 6.6550017530652500 |
| 2008-10-01 | 6.6577845134474700 |
| 2008-11-01 | 6.7055199135924700 |
| 2008-12-01 | 6.4699401401378000 |
| 2009-01-01 | 6.6819581461801200 |
| 2009-02-01 | 6.6857503875361800 |
| 2009-03-01 | 6.5137888834748900 |
| 2009-04-01 | 6.4983007896890700 |
| 2009-05-01 | 6.5183609519942810 |
| 2009-06-01 | 6.5204097541283605 |
| 2009-07-01 | 6.5647706276556700 |
| 2009-08-01 | 6.6574459234766300 |
| 2009-09-01 | 6.5409942004944800 |
| 2009-10-01 | 6.7366522556965300 |
| 2009-11-01 | 6.8032704178791200 |
| 2009-12-01 | 6.8403407334000400 |
| 2010-01-01 | 6.8811801383432100 |
| 2010-02-01 | 6.9089328630211290 |
| 2010-03-01 | 7.0209816211331300 |
| 2010-04-01 | 6.8985210066489500 |
| 2010-05-01 | 6.8465370678964605 |
| 2010-06-01 | 6.7426278250520095 |
| 2010-07-01 | 6.9550317006310200 |
| 2010-08-01 | 6.9559799073890900 |
| 2010-09-01 | 7.0145235720681800 |
| 2010-10-01 | 7.0149761879977905 |
| 2010-11-01 | 6.9978697641246000 |
| 2010-12-01 | 7.1183221352319100 |
| 2011-01-01 | 7.1024855865907600 |
| 2011-02-01 | 7.0310903576660300 |
| 2011-03-01 | 7.1255887615369590 |
| 2011-04-01 | 7.1010882191806100 |
| 2011-05-01 | 7.0557523289492305 |
| 2011-06-01 | 7.0507149834419690 |
| 2011-07-01 | 7.0428801940158090 |
| 2011-08-01 | 7.0576294978264400 |
| 2011-09-01 | 7.0994888544620800 |
| 2011-10-01 | 7.1027691215213800 |
| 2011-11-01 | 7.1030907910689605 |
| 2011-12-01 | 7.2091531400141600 |
| 2012-01-01 | 7.0278294611856100 |
| 2012-02-01 | 7.0359458224150700 |
| 2012-03-01 | 7.0141861274583400 |
| 2012-04-01 | 7.0994930912564700 |
| 2012-05-01 | 7.1503578728356690 |
| 2012-06-01 | 7.1559343362731305 |
| 2012-07-01 | 7.2355873834298600 |
| 2012-08-01 | 7.1587591371417500 |
| 2012-09-01 | 7.1997833213863800 |
| 2012-10-01 | 7.2039002414091800 |
| 2012-11-01 | 7.1158309450664100 |
| 2012-12-01 | 7.1192865407538000 |
| 2013-01-01 | 7.0498163854383895 |
| 2013-02-01 | 7.0206161871436200 |
| 2013-03-01 | 6.9923196059800400 |
| 2013-04-01 | 6.9891083864321700 |
| 2013-05-01 | 6.9289349945262300 |
| 2013-06-01 | 6.9548347267926910 |
| 2013-07-01 | 6.9354574841385590 |
| 2013-08-01 | 6.9690541390962900 |
| 2013-09-01 | 6.9172074508367410 |
| 2013-10-01 | 6.8172559665294690 |
| 2013-11-01 | 6.8360667379008090 |
| 2013-12-01 | 6.8355820903670000 |
| 2014-01-01 | 6.5571397867614510 |
| 2014-02-01 | 6.4899822796100900 |
| 2014-03-01 | 6.4592347352600100 |
| 2014-04-01 | 6.4756601040821810 |
| 2014-05-01 | 6.6060888883620300 |
| 2014-06-01 | 6.6542646373579500 |
| 2014-07-01 | 6.6518194402957000 |
| 2014-08-01 | 6.6820359497016000 |
| 2014-09-01 | 6.7424671726362690 |
| 2014-10-01 | 6.8323933826631390 |
| 2014-11-01 | 6.8428636824607990 |
| 2014-12-01 | 6.8532470921763800 |
| 2015-01-01 | 7.2508781910228395 |
| 2015-02-01 | 7.1604798678234100 |
| 2015-03-01 | 7.1342632482035300 |
| 2015-04-01 | 7.0730285681099810 |
| 2015-05-01 | 6.7875556186992690 |
| 2015-06-01 | 6.7442672231194100 |
| 2015-07-01 | 6.7699040254093800 |
| 2015-08-01 | 6.7004960536000500 |
| 2015-09-01 | 6.5625486159398700 |
| 2015-10-01 | 6.5447480047163795 |
| 2015-11-01 | 6.5486638076141790 |
| 2015-12-01 | 6.5534871243859700 |
| 2016-01-01 | 6.9390775759097600 |
| 2016-02-01 | 6.7430825192000700 |
| 2016-03-01 | 6.8179453418720400 |
| 2016-04-01 | 6.7747345329061100 |
| 2016-05-01 | 6.7800664249201200 |
| 2016-06-01 | 6.6398714603419010 |
| 2016-07-01 | 6.7872348233430600 |
| 2016-08-01 | 6.8139095580426800 |
| 2016-09-01 | 6.8726238279443800 |
| 2016-10-01 | 6.8483659835230900 |
| 2016-11-01 | 6.8404871480533100 |
| 2016-12-01 | 6.8409478335874810 |
| 2017-01-01 | 6.8274423948463400 |
| 2017-02-01 | 6.8455760712059400 |
| 2017-03-01 | 6.8189098146112190 |
| 2017-04-01 | 6.7879726688018795 |
| 2017-05-01 | 6.7804687138811300 |
| 2017-06-01 | 6.7379897820287695 |
| 2017-07-01 | 6.5947151567072400 |
| 2017-08-01 | 6.5215562309149195 |
| 2017-09-01 | 6.5670802725960810 |
| 2017-10-01 | 6.6465467321615000 |
| 2017-11-01 | 6.6299873430475310 |
| 2017-12-01 | 6.5136376332629000 |
| 2018-01-01 | 6.6212267860402100 |
| 2018-02-01 | 6.5617950250336300 |
| 2018-03-01 | 6.5332045956411910 |
| 2018-04-01 | 6.6005039970587990 |
| 2018-05-01 | 6.6883732302062500 |
| 2018-06-01 | 6.8411046982733890 |
| 2018-07-01 | 6.8985146155407900 |
| 2018-08-01 | 6.9209208965374190 |
| 2018-09-01 | 6.9555793140966395 |
| 2018-10-01 | 6.9401737840629500 |
| 2018-11-01 | 7.0086268127971200 |
| 2018-12-01 | 7.0855053347398700 |
| 2019-01-01 | 7.0164934795322300 |
| 2019-02-01 | 7.0864365739041100 |
| 2019-03-01 | 7.1584083956288100 |
| 2019-04-01 | 7.2221331741619900 |
| 2019-05-01 | 7.2979995353382600 |
| 2019-06-01 | 7.3410824144935500 |
| 2019-07-01 | 7.3898710111624410 |
| 2019-08-01 | 7.4109658619208005 |
| 2019-09-01 | 7.4437415532643610 |
| 2019-10-01 | 7.4399053977482000 |
| 2019-11-01 | 7.3931504935396210 |
| 2019-12-01 | 7.4592951348424000 |
| 2020-01-01 | 7.4192318083427400 |
| 2020-02-01 | 7.4067763237378000 |
| 2020-03-01 | 7.4818797848914900 |
| 2020-04-01 | 7.5357132855193500 |
| 2020-05-01 | 7.3023110581208390 |
| 2020-06-01 | 7.4454467128902495 |
| 2020-07-01 | 7.5754620763025700 |
| 2020-08-01 | 7.6997970005812695 |
| 2020-09-01 | 7.9353272203112400 |
| 2020-10-01 | 7.9388842561484100 |
| 2020-11-01 | 8.0868368806694900 |
| 2020-12-01 | 8.2479511912689200 |
| 2021-01-01 | 8.4233194237140500 |
| 2021-02-01 | 8.5175593488371210 |
| 2021-03-01 | 8.5983304645984400 |
| 2021-04-01 | 8.7480729155298900 |
| 2021-05-01 | 8.7047672656655700 |
| 2021-06-01 | 8.7496730972784100 |
| 2021-07-01 | 8.7562380920390090 |
| 2021-08-01 | 8.7899235788990500 |
| 2021-09-01 | 8.8224097903301800 |
| 2021-10-01 | 8.8372602296128000 |
| 2021-11-01 | 8.8851911327900400 |
| 2021-12-01 | 8.8529486442146600 |
| 2022-01-01 | 8.8346049316498000 |
| 2022-02-01 | 8.8269210566992000 |
| 2022-03-01 | 8.8119499950473020 |
| 2022-04-01 | 8.7497901207198300 |
| 2022-05-01 | 8.6965584567598490 |
| 2022-06-01 | 8.9485832268822100 |
| 2022-07-01 | 8.9431177730322790 |
| 2022-08-01 | 8.9863099613806300 |
| 2022-09-01 | 8.9091784675376900 |
| 2022-10-01 | 8.9275888195245800 |
| 2022-11-01 | 8.9862768290096300 |
| 2022-12-01 | 8.9715422728692400 |
| 2023-01-01 | 8.9442862653451300 |
| 2023-02-01 | 8.9340040786360980 |
| 2023-03-01 | 8.9245966907417320 |
| 2023-04-01 | 8.9531800421396090 |
| 2023-05-01 | 8.9912286420730900 |
| 2023-06-01 | 8.9420200676866700 |
| 2023-07-01 | 8.9274049614793200 |
| 2023-08-01 | 8.8801645568697310 |
| 2023-09-01 | 8.8959060541099200 |
| 2023-10-01 | 8.9201457817455400 |
| 2023-11-01 | 8.8883862117033700 |
| 2023-12-01 | 8.8913076098495200 |
| 2024-01-01 | 9.1579520933443690 |
| 2024-02-01 | 9.1443843713547400 |
| 2024-03-01 | 9.1334978109011990 |
| 2024-04-01 | 9.0489881959275390 |
| 2024-05-01 | 9.1813614413050600 |
| 2024-06-01 | 9.2361820237482600 |
| 2024-07-01 | 9.3181743504435100 |
| 2024-08-01 | 9.2771157137231790 |
| 2024-09-01 | 9.3849873368854100 |
| 2024-10-01 | 9.3124559369313000 |
| 2024-11-01 | 9.2968472328772210 |
| 2024-12-01 | 9.2061765523291990 |
| 2025-01-01 | 9.1662620873875390 |
| 2025-02-01 | 9.1494466715434000 |
| 2025-03-01 | 9.2358494029399400 |
| 2025-04-01 | 9.2440272989771890 |
| 2025-05-01 | 9.2787599446875610 |