NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-03-01 Last Updated: 2024-04-20 5:12 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU40461406055000001). 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 6.7083588662533800 1990-02-01 6.6523299301274506 1990-03-01 6.6133084495803290 1990-04-01 7.1656994048407600 1990-05-01 7.0736534297524000 1990-06-01 7.1111843474634600 1990-07-01 7.2626203153560100 1990-08-01 7.1081715215123890 1990-09-01 7.0855850957902500 1990-10-01 7.1940459362387000 1990-11-01 7.0684263411187200 1990-12-01 7.1595544232804000 1991-01-01 6.4012172659950200 1991-02-01 6.5523361921766600 1991-03-01 6.5107516206329000 1991-04-01 6.5753252677976500 1991-05-01 6.5754056327783506 1991-06-01 6.5082758563827100 1991-07-01 6.4644858160621300 1991-08-01 6.6111612819494905 1991-09-01 6.5818973853515900 1991-10-01 6.4908098740932800 1991-11-01 6.5712025913961700 1991-12-01 6.5594692169468800 1992-01-01 6.3926411916875710 1992-02-01 6.3480336950499400 1992-03-01 6.3042002538546210 1992-04-01 6.2914298288548810 1992-05-01 6.1833447820283400 1992-06-01 6.2119207934247800 1992-07-01 6.2678330225093200 1992-08-01 6.2087160308410800 1992-09-01 6.1630943129717300 1992-10-01 6.1928240450764210 1992-11-01 6.1694745460846990 1992-12-01 6.1610064748520400 1993-01-01 6.1934706921143600 1993-02-01 6.2548907660881100 1993-03-01 6.1928488566476800 1993-04-01 6.2026944844402800 1993-05-01 6.1922680725380195 1993-06-01 6.2049434405481790 1993-07-01 6.0698119641677595 1993-08-01 6.0082908800435500 1993-09-01 6.0479912945492895 1993-10-01 5.9849823872480790 1993-11-01 5.9774831832963800 1993-12-01 5.9815693902399600 1994-01-01 5.9935815261340500 1994-02-01 5.8515507403942590 1994-03-01 5.8903087123293400 1994-04-01 5.7979957243251110 1994-05-01 5.8941460703125800 1994-06-01 5.8928773305102800 1994-07-01 5.9752003522497690 1994-08-01 6.0100514522713210 1994-09-01 6.0345884545990710 1994-10-01 6.1821227015416910 1994-11-01 6.1848320198783900 1994-12-01 6.3106407545056700 1995-01-01 6.4983160056469300 1995-02-01 6.3490825030108400 1995-03-01 6.3942659723050200 1995-04-01 6.2755673460839600 1995-05-01 6.1859646671888700 1995-06-01 6.2721757355686900 1995-07-01 6.5796839420889490 1995-08-01 6.4219294980210400 1995-09-01 6.4411411325738000 1995-10-01 6.1684035865804810 1995-11-01 6.1950965000806395 1995-12-01 6.2460568116534990 1996-01-01 5.8056285376101400 1996-02-01 5.7322928635327810 1996-03-01 5.9066468423222105 1996-04-01 5.8416171217328100 1996-05-01 5.7778343407400900 1996-06-01 5.8627593938412600 1996-07-01 5.6774296728450500 1996-08-01 5.7254459852294600 1996-09-01 5.7479021343679700 1996-10-01 5.8667074808813500 1996-11-01 5.8008501008465890 1996-12-01 5.7724171127987900 1997-01-01 6.1227392293904610 1997-02-01 6.1226126052852200 1997-03-01 6.0188931160400790 1997-04-01 6.2021147723646510 1997-05-01 6.1702258198117494 1997-06-01 6.1503006817752395 1997-07-01 6.1730139770449695 1997-08-01 6.1325463306885400 1997-09-01 6.0658477679227490 1997-10-01 6.0599128613801700 1997-11-01 6.1012078771187905 1997-12-01 6.0876913757752190 1998-01-01 6.1339930819530700 1998-02-01 6.2179042571723400 1998-03-01 6.1399129736065500 1998-04-01 6.1776496240673100 1998-05-01 6.1624335238820604 1998-06-01 6.1481702580250595 1998-07-01 6.0532823140469505 1998-08-01 6.0279585441475400 1998-09-01 5.9781597757196705 1998-10-01 6.2629925896680200 1998-11-01 6.3015714688316800 1998-12-01 6.2810047128936900 1999-01-01 6.2475009003491000 1999-02-01 6.3314231824320400 1999-03-01 6.3585403293066600 1999-04-01 6.3665643037012805 1999-05-01 6.3527918522605390 1999-06-01 6.4470688504528610 1999-07-01 6.6361250402908710 1999-08-01 6.6235476480505300 1999-09-01 6.5939667358907590 1999-10-01 6.3606009124167695 1999-11-01 6.4914131731287900 1999-12-01 6.5557986705251500 2000-01-01 6.6554372866555190 2000-02-01 6.6546530938754405 2000-03-01 6.6721350587586000 2000-04-01 6.6761495947907300 2000-05-01 6.6592997157371600 2000-06-01 6.7616282748509000 2000-07-01 6.5080186262524600 2000-08-01 6.5010518357392900 2000-09-01 6.4949904602749600 2000-10-01 6.4614366429157300 2000-11-01 6.5867533299430590 2000-12-01 6.4333948058265200 2001-01-01 6.3661499944651510 2001-02-01 6.2750972888812395 2001-03-01 6.2781424808969810 2001-04-01 6.1832551642531110 2001-05-01 6.2683067718569410 2001-06-01 6.1700640815505600 2001-07-01 6.1975747357371510 2001-08-01 6.0905840040679910 2001-09-01 5.9953570381854400 2001-10-01 5.8578025979255590 2001-11-01 5.6766904711738490 2001-12-01 5.8227612692692010 2002-01-01 5.6619861667718600 2002-02-01 5.6811403850648095 2002-03-01 5.6854261497860600 2002-04-01 5.9909815610518000 2002-05-01 5.9802150712222900 2002-06-01 6.0756329980858310 2002-07-01 6.0932725993942200 2002-08-01 6.1833574706477790 2002-09-01 6.1889177280685805 2002-10-01 6.3638704065359490 2002-11-01 6.4787399669688700 2002-12-01 6.5271400478295710 2003-01-01 6.5551481256814000 2003-02-01 6.4676473164730900 2003-03-01 6.4828492231935900 2003-04-01 6.0908106929382500 2003-05-01 6.2797451744681110 2003-06-01 6.2640375665277600 2003-07-01 6.5110131193772105 2003-08-01 6.4957999494729400 2003-09-01 6.4945669519378200 2003-10-01 6.5777962562139700 2003-11-01 6.4731994199028400 2003-12-01 6.4442994624175410 2004-01-01 6.4355499738236610 2004-02-01 6.5400332192075900 2004-03-01 6.4674541807661110 2004-04-01 6.4983876763453500 2004-05-01 6.4806919003878090 2004-06-01 6.4445832618671700 2004-07-01 6.5285251517571700 2004-08-01 6.5074979189340700 2004-09-01 6.6002707735730395 2004-10-01 6.5990276485152400 2004-11-01 6.5853068352156905 2004-12-01 6.7746243674579100 2005-01-01 6.6099540341687200 2005-02-01 6.6059211728433900 2005-03-01 6.5478507175055900 2005-04-01 6.6974546951063800 2005-05-01 6.6689718608270700 2005-06-01 6.7186244092308405 2005-07-01 6.6503627387644000 2005-08-01 6.7263726119427005 2005-09-01 6.8201031810279900 2005-10-01 6.7270182145356290 2005-11-01 6.7901575714127900 2005-12-01 6.7994649069401800 2006-01-01 6.7713665885658900 2006-02-01 6.7805275862780094 2006-03-01 6.8325640439414200 2006-04-01 6.6997656188536000 2006-05-01 6.7608862044599700 2006-06-01 6.6981393595767100 2006-07-01 6.5658932685183300 2006-08-01 6.5387174955040710 2006-09-01 6.4366327869974010 2006-10-01 6.4524691363649900 2006-11-01 6.5008266513736790 2006-12-01 6.4072546472326510 2007-01-01 6.4359061538897500 2007-02-01 6.4685347846168600 2007-03-01 6.4205920384154810 2007-04-01 6.2970228281858800 2007-05-01 6.3632176774873600 2007-06-01 6.3881092063571705 2007-07-01 6.3750779202696600 2007-08-01 6.3492731624094400 2007-09-01 6.3564265159943890 2007-10-01 6.3661422395530590 2007-11-01 6.3033547086247100 2007-12-01 6.2937145309758090 2008-01-01 6.4990012408155800 2008-02-01 6.5712635615905190 2008-03-01 6.6119752924277195 2008-04-01 6.7999681344353400 2008-05-01 6.8885033227185900 2008-06-01 6.7984847134521400 2008-07-01 6.7749136996455800 2008-08-01 6.7528857720200000 2008-09-01 6.6550017813213300 2008-10-01 6.6577846440074600 2008-11-01 6.7055201075584300 2008-12-01 6.4699410648280296 2009-01-01 6.6819582112990400 2009-02-01 6.6857502793368210 2009-03-01 6.5137876311708290 2009-04-01 6.4983009005871395 2009-05-01 6.5183610241050400 2009-06-01 6.5204097485001910 2009-07-01 6.5647705060673400 2009-08-01 6.6574458313248490 2009-09-01 6.5409942623359205 2009-10-01 6.7366524237896300 2009-11-01 6.8032703981539900 2009-12-01 6.8403418667681910 2010-01-01 6.8811797434377000 2010-02-01 6.9089326670819500 2010-03-01 7.0209793892131310 2010-04-01 6.8985221640481510 2010-05-01 6.8465384707897100 2010-06-01 6.7426288741321800 2010-07-01 6.9550319385193005 2010-08-01 6.9559794238095800 2010-09-01 7.0145225710352990 2010-10-01 7.0149748592299010 2010-11-01 6.9978675111593300 2010-12-01 7.1183261812161000 2011-01-01 7.1024828398594500 2011-02-01 7.0310892076927810 2011-03-01 7.1255859517359195 2011-04-01 7.1010920791149110 2011-05-01 7.0557573407419700 2011-06-01 7.0507190618607405 2011-07-01 7.0428815990277990 2011-08-01 7.0576279935740590 2011-09-01 7.0994850236812805 2011-10-01 7.1027641491857100 2011-11-01 7.1030825069006800 2011-12-01 7.2091634788102490 2012-01-01 7.0278237664891700 2012-02-01 7.0359393220397010 2012-03-01 7.0141743411291400 2012-04-01 7.0994865427283890 2012-05-01 7.1504276698538900 2012-06-01 7.1559319283460590 2012-07-01 7.2355760142210490 2012-08-01 7.1587458422090010 2012-09-01 7.1997695244486110 2012-10-01 7.2038867334750310 2012-11-01 7.1158150589534010 2012-12-01 7.1193054190123890 2013-01-01 7.0498190184046400 2013-02-01 7.0206111699316700 2013-03-01 6.9922926395596400 2013-04-01 6.9891012445687700 2013-05-01 6.9290769199708610 2013-06-01 6.9548128901595700 2013-07-01 6.9354312778488600 2013-08-01 6.9690240946331900 2013-09-01 6.9171783933227100 2013-10-01 6.8172311459684700 2013-11-01 6.8360447271071100 2013-12-01 6.8356077871635900 2014-01-01 6.5571537078144500 2014-02-01 6.4899839798503500 2014-03-01 6.4592017171254800 2014-04-01 6.4756587889539095 2014-05-01 6.6063130671516594 2014-06-01 6.6542407172140000 2014-07-01 6.6518037243239900 2014-08-01 6.6818130124787400 2014-09-01 6.7424569214477690 2014-10-01 6.8323958255491695 2014-11-01 6.8428769404451500 2014-12-01 6.8533101501257690 2015-01-01 7.2509300815815100 2015-02-01 7.1604984147524000 2015-03-01 7.1342179319587995 2015-04-01 7.0730160706360800 2015-05-01 6.7877627649894700 2015-06-01 6.7442135445846600 2015-07-01 6.7698858320974695 2015-08-01 6.7000817837227595 2015-09-01 6.5625764211352400 2015-10-01 6.5448272152337600 2015-11-01 6.5487822547754690 2015-12-01 6.5536542828917600 2016-01-01 6.9392050517089900 2016-02-01 6.7431142125312010 2016-03-01 6.8178471497439700 2016-04-01 6.7746179401629290 2016-05-01 6.7801525913362894 2016-06-01 6.6397147114666800 2016-07-01 6.7871582991919700 2016-08-01 6.8132857741455800 2016-09-01 6.8727005231455900 2016-10-01 6.8486235334698000 2016-11-01 6.8408865459672406 2016-12-01 6.8414110981769100 2017-01-01 6.8278751898907800 2017-02-01 6.8458543826068000 2017-03-01 6.8190045291707190 2017-04-01 6.7859790053344590 2017-05-01 6.7810365678650900 2017-06-01 6.7371873718763500 2017-07-01 6.5947996781659700 2017-08-01 6.5211198122552800 2017-09-01 6.5671682792631700 2017-10-01 6.6471266662211500 2017-11-01 6.6308109339377200 2017-12-01 6.5145503177428790 2018-01-01 6.6220882777083805 2018-02-01 6.5624507784573310 2018-03-01 6.5336425585839700 2018-04-01 6.5956590588960100 2018-05-01 6.6895914171595505 2018-06-01 6.8398268606397100 2018-07-01 6.8988268048392100 2018-08-01 6.9205710241254100 2018-09-01 6.9553994154602000 2018-10-01 6.9408187570646300 2018-11-01 7.0097862968252596 2018-12-01 7.0870341335557700 2019-01-01 7.0183423336884910 2019-02-01 7.0884746201387800 2019-03-01 7.1605933165474300 2019-04-01 7.2095288095318700 2019-05-01 7.3012745943264990 2019-06-01 7.3394310684580710 2019-07-01 7.3921699035235710 2019-08-01 7.4112613293173100 2019-09-01 7.4432614384092500 2019-10-01 7.4400842424475195 2019-11-01 7.3937572049686100 2019-12-01 7.4606108424877310 2020-01-01 7.4212659399495005 2020-02-01 7.4095116851332300 2020-03-01 7.4856030979819110 2020-04-01 7.5179576609103100 2020-05-01 7.3091918438187100 2020-06-01 7.4411248414227000 2020-07-01 7.5847757572542400 2020-08-01 7.6997665928130110 2020-09-01 7.9334455326643490 2020-10-01 7.9384842425528700 2020-11-01 8.0818452085628100 2020-12-01 8.2476657250796400 2021-01-01 8.4270295275582500 2021-02-01 8.5268446801972110 2021-03-01 8.6004271739016910 2021-04-01 8.7223269618214500 2021-05-01 8.7131744811423210 2021-06-01 8.7439307812621100 2021-07-01 8.7790637987225400 2021-08-01 8.7884812519513700 2021-09-01 8.8230595906930900 2021-10-01 8.8354591399206800 2021-11-01 8.8760373595696310 2021-12-01 8.8479875132387400 2022-01-01 8.8335158796057110 2022-02-01 8.8374839648901000 2022-03-01 8.8126567294731500 2022-04-01 8.7225743677667700 2022-05-01 8.7093806624269290 2022-06-01 8.9411199692903300 2022-07-01 8.9793742391007000 2022-08-01 8.9840724545003820 2022-09-01 8.9147508302562600 2022-10-01 8.9263373717233900 2022-11-01 8.9700269910155900 2022-12-01 8.9578123679273400 2023-01-01 8.9388370927883920 2023-02-01 8.9464605907952400 2023-03-01 8.9233151111407110 2023-04-01 8.9243556018595510 2023-05-01 9.0057196267110500 2023-06-01 9.0355789100923900 2023-07-01 8.9758776975462120 2023-08-01 8.9785270913023300 2023-09-01 9.0093527287944720 2023-10-01 9.1200372453387590 2023-11-01 8.9675413165382790 2023-12-01 8.9667567296319390 2024-01-01 8.9443559514379300 2024-02-01 8.9518103040081500 2024-03-01 9.0315452695830500