Table Data - All Employees: Professional and Business Services: Business Support Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Business Support Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406056140001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 1.9388202397 |
| 1990-02-01 | 1.9103981657 |
| 1990-03-01 | 1.9096880995 |
| 1990-04-01 | 1.8230111449 |
| 1990-05-01 | 1.7979271960 |
| 1990-06-01 | 1.8059267199 |
| 1990-07-01 | 1.8605380921 |
| 1990-08-01 | 1.8765002041 |
| 1990-09-01 | 1.8923188851 |
| 1990-10-01 | 1.9053887498 |
| 1990-11-01 | 1.9860805531 |
| 1990-12-01 | 1.9921526391 |
| 1991-01-01 | 2.7463995841 |
| 1991-02-01 | 2.7106624879 |
| 1991-03-01 | 2.7068660484 |
| 1991-04-01 | 2.7147901715 |
| 1991-05-01 | 2.7950788746 |
| 1991-06-01 | 2.8055163583 |
| 1991-07-01 | 2.7589925026 |
| 1991-08-01 | 2.7777927144 |
| 1991-09-01 | 2.7969076851 |
| 1991-10-01 | 2.8130356221 |
| 1991-11-01 | 2.7887815005 |
| 1991-12-01 | 2.7950974188 |
| 1992-01-01 | 2.7557605679 |
| 1992-02-01 | 2.8026006274 |
| 1992-03-01 | 2.8022445143 |
| 1992-04-01 | 2.8030386055 |
| 1992-05-01 | 2.7844387253 |
| 1992-06-01 | 2.8039138337 |
| 1992-07-01 | 2.7612845688 |
| 1992-08-01 | 2.7801506520 |
| 1992-09-01 | 2.8004252454 |
| 1992-10-01 | 2.8256187872 |
| 1992-11-01 | 2.7987042410 |
| 1992-12-01 | 2.8031601886 |
| 1993-01-01 | 2.8639393484 |
| 1993-02-01 | 2.7844160345 |
| 1993-03-01 | 2.7926649572 |
| 1993-04-01 | 2.8900745956 |
| 1993-05-01 | 2.8802808842 |
| 1993-06-01 | 2.8977959348 |
| 1993-07-01 | 3.0699620896 |
| 1993-08-01 | 3.0853465524 |
| 1993-09-01 | 3.1041365509 |
| 1993-10-01 | 3.1368363553 |
| 1993-11-01 | 3.1045731584 |
| 1993-12-01 | 3.1034936771 |
| 1994-01-01 | 2.9664697386 |
| 1994-02-01 | 2.8657108749 |
| 1994-03-01 | 3.0895475243 |
| 1994-04-01 | 3.0857396303 |
| 1994-05-01 | 3.0889134746 |
| 1994-06-01 | 3.1036685949 |
| 1994-07-01 | 3.0757502347 |
| 1994-08-01 | 3.0797766429 |
| 1994-09-01 | 3.0939402918 |
| 1994-10-01 | 3.1327322930 |
| 1994-11-01 | 3.3013712880 |
| 1994-12-01 | 3.3025484550 |
| 1995-01-01 | 3.7849865055 |
| 1995-02-01 | 3.6588680439 |
| 1995-03-01 | 3.6988197640 |
| 1995-04-01 | 3.6828802566 |
| 1995-05-01 | 3.7943135725 |
| 1995-06-01 | 3.7003997396 |
| 1995-07-01 | 3.6859302346 |
| 1995-08-01 | 3.6790796392 |
| 1995-09-01 | 3.6765461847 |
| 1995-10-01 | 3.5303513921 |
| 1995-11-01 | 3.6877370236 |
| 1995-12-01 | 3.7884381571 |
| 1996-01-01 | 4.0990499540 |
| 1996-02-01 | 4.1543775896 |
| 1996-03-01 | 4.2276988365 |
| 1996-04-01 | 4.2935592665 |
| 1996-05-01 | 4.2953520767 |
| 1996-06-01 | 4.5091913844 |
| 1996-07-01 | 4.4894894939 |
| 1996-08-01 | 4.5727104911 |
| 1996-09-01 | 4.6406545901 |
| 1996-10-01 | 4.8164869948 |
| 1996-11-01 | 4.8804688556 |
| 1996-12-01 | 5.0866720847 |
| 1997-01-01 | 4.9168235521 |
| 1997-02-01 | 4.9604625826 |
| 1997-03-01 | 5.0566375351 |
| 1997-04-01 | 5.6020024729 |
| 1997-05-01 | 5.5886603096 |
| 1997-06-01 | 5.7049939755 |
| 1997-07-01 | 6.0893040847 |
| 1997-08-01 | 6.3737714910 |
| 1997-09-01 | 6.8092211115 |
| 1997-10-01 | 6.5135059553 |
| 1997-11-01 | 6.5826705916 |
| 1997-12-01 | 6.3773368560 |
| 1998-01-01 | 6.3238172978 |
| 1998-02-01 | 6.3706627248 |
| 1998-03-01 | 6.5706421244 |
| 1998-04-01 | 6.9101399599 |
| 1998-05-01 | 7.0933807673 |
| 1998-06-01 | 7.1069116369 |
| 1998-07-01 | 6.9787930862 |
| 1998-08-01 | 6.9687923976 |
| 1998-09-01 | 7.0939438322 |
| 1998-10-01 | 7.0059058602 |
| 1998-11-01 | 7.1842225359 |
| 1998-12-01 | 7.3811636746 |
| 1999-01-01 | 7.2292487084 |
| 1999-02-01 | 7.1909678128 |
| 1999-03-01 | 6.8683366150 |
| 1999-04-01 | 6.8074122311 |
| 1999-05-01 | 6.7875194077 |
| 1999-06-01 | 6.5848390000 |
| 1999-07-01 | 6.7746188936 |
| 1999-08-01 | 6.7825665007 |
| 1999-09-01 | 6.9170746644 |
| 1999-10-01 | 6.9194830257 |
| 1999-11-01 | 6.7813064642 |
| 1999-12-01 | 6.7728540959 |
| 2000-01-01 | 6.9065664954 |
| 2000-02-01 | 6.9973972011 |
| 2000-03-01 | 7.1484623941 |
| 2000-04-01 | 7.1018975084 |
| 2000-05-01 | 7.1949097128 |
| 2000-06-01 | 7.1742075904 |
| 2000-07-01 | 7.1825644585 |
| 2000-08-01 | 7.0989983652 |
| 2000-09-01 | 7.0671059126 |
| 2000-10-01 | 6.8242005374 |
| 2000-11-01 | 6.7684343465 |
| 2000-12-01 | 6.8689493318 |
| 2001-01-01 | 6.8629382726 |
| 2001-02-01 | 6.9006070515 |
| 2001-03-01 | 7.0119657060 |
| 2001-04-01 | 7.7931837392 |
| 2001-05-01 | 7.7106984054 |
| 2001-06-01 | 7.8700968542 |
| 2001-07-01 | 7.8037913314 |
| 2001-08-01 | 7.8265122381 |
| 2001-09-01 | 7.7359540811 |
| 2001-10-01 | 7.8282131442 |
| 2001-11-01 | 7.8472526225 |
| 2001-12-01 | 8.1412355210 |
| 2002-01-01 | 7.7075872129 |
| 2002-02-01 | 7.4906176392 |
| 2002-03-01 | 7.5745727088 |
| 2002-04-01 | 7.5805625346 |
| 2002-05-01 | 7.8419808074 |
| 2002-06-01 | 7.7956387220 |
| 2002-07-01 | 7.2410430017 |
| 2002-08-01 | 7.2549035362 |
| 2002-09-01 | 7.2957269161 |
| 2002-10-01 | 7.6152384092 |
| 2002-11-01 | 7.5114720778 |
| 2002-12-01 | 7.5044356024 |
| 2003-01-01 | 7.5537883020 |
| 2003-02-01 | 7.5765833760 |
| 2003-03-01 | 7.6618938171 |
| 2003-04-01 | 7.7704828442 |
| 2003-05-01 | 7.7652655076 |
| 2003-06-01 | 7.8326079559 |
| 2003-07-01 | 7.6817603788 |
| 2003-08-01 | 7.8846584371 |
| 2003-09-01 | 7.8297796524 |
| 2003-10-01 | 7.9042564917 |
| 2003-11-01 | 7.9863877863 |
| 2003-12-01 | 7.9596658603 |
| 2004-01-01 | 8.0059704784 |
| 2004-02-01 | 7.9557428405 |
| 2004-03-01 | 8.0682575441 |
| 2004-04-01 | 7.9586869698 |
| 2004-05-01 | 7.9813355321 |
| 2004-06-01 | 7.9834417491 |
| 2004-07-01 | 8.1143372579 |
| 2004-08-01 | 7.9006548997 |
| 2004-09-01 | 8.1357299251 |
| 2004-10-01 | 8.3932822062 |
| 2004-11-01 | 8.2780095897 |
| 2004-12-01 | 8.3269944755 |
| 2005-01-01 | 8.3847302013 |
| 2005-02-01 | 8.4403806615 |
| 2005-03-01 | 8.3719159195 |
| 2005-04-01 | 8.3487783426 |
| 2005-05-01 | 8.4837585943 |
| 2005-06-01 | 8.1280880164 |
| 2005-07-01 | 8.0276467757 |
| 2005-08-01 | 7.9041199875 |
| 2005-09-01 | 8.0295764150 |
| 2005-10-01 | 7.8818912093 |
| 2005-11-01 | 7.8875199384 |
| 2005-12-01 | 7.9104732966 |
| 2006-01-01 | 7.1926470196 |
| 2006-02-01 | 7.6318749109 |
| 2006-03-01 | 7.3827921414 |
| 2006-04-01 | 7.0302148659 |
| 2006-05-01 | 7.1688500879 |
| 2006-06-01 | 7.2489647443 |
| 2006-07-01 | 7.9288053175 |
| 2006-08-01 | 8.0079434764 |
| 2006-09-01 | 8.0197687697 |
| 2006-10-01 | 7.9773788326 |
| 2006-11-01 | 7.9032945684 |
| 2006-12-01 | 7.8987395550 |
| 2007-01-01 | 7.9161723221 |
| 2007-02-01 | 7.8279511448 |
| 2007-03-01 | 7.8999182558 |
| 2007-04-01 | 7.9197807108 |
| 2007-05-01 | 7.9518718849 |
| 2007-06-01 | 7.9496695133 |
| 2007-07-01 | 8.0193142404 |
| 2007-08-01 | 8.1033637884 |
| 2007-09-01 | 7.9107413829 |
| 2007-10-01 | 7.8684676820 |
| 2007-11-01 | 7.9220604270 |
| 2007-12-01 | 7.6976623070 |
| 2008-01-01 | 7.9412235843 |
| 2008-02-01 | 8.1319846554 |
| 2008-03-01 | 8.3132932638 |
| 2008-04-01 | 8.3219098547 |
| 2008-05-01 | 8.3399912566 |
| 2008-06-01 | 8.2392990884 |
| 2008-07-01 | 8.1970226744 |
| 2008-08-01 | 8.1985791944 |
| 2008-09-01 | 8.1033529801 |
| 2008-10-01 | 8.2641454103 |
| 2008-11-01 | 8.2391610856 |
| 2008-12-01 | 8.1041216666 |
| 2009-01-01 | 8.0529414335 |
| 2009-02-01 | 7.8299903823 |
| 2009-03-01 | 7.9177124174 |
| 2009-04-01 | 8.1390133431 |
| 2009-05-01 | 8.1391952308 |
| 2009-06-01 | 8.0354253767 |
| 2009-07-01 | 7.4799783676 |
| 2009-08-01 | 7.3877709665 |
| 2009-09-01 | 7.5019574706 |
| 2009-10-01 | 7.4482194320 |
| 2009-11-01 | 7.4453842635 |
| 2009-12-01 | 7.7135771788 |
| 2010-01-01 | 7.5489239334 |
| 2010-02-01 | 7.6285905503 |
| 2010-03-01 | 7.6275190622 |
| 2010-04-01 | 7.6681749314 |
| 2010-05-01 | 7.6446878062 |
| 2010-06-01 | 7.6296032441 |
| 2010-07-01 | 7.5595616207 |
| 2010-08-01 | 7.5846940740 |
| 2010-09-01 | 7.4932006686 |
| 2010-10-01 | 7.3470695104 |
| 2010-11-01 | 7.2441390997 |
| 2010-12-01 | 7.2278548035 |
| 2011-01-01 | 7.1316979121 |
| 2011-02-01 | 7.0189498231 |
| 2011-03-01 | 7.0313871545 |
| 2011-04-01 | 6.7979286245 |
| 2011-05-01 | 6.7576512411 |
| 2011-06-01 | 6.8249856375 |
| 2011-07-01 | 6.9541289174 |
| 2011-08-01 | 6.8703111637 |
| 2011-09-01 | 7.1859426058 |
| 2011-10-01 | 7.0540512236 |
| 2011-11-01 | 7.0360654665 |
| 2011-12-01 | 6.9409223014 |
| 2012-01-01 | 7.2182990601 |
| 2012-02-01 | 7.2235520733 |
| 2012-03-01 | 7.1212940666 |
| 2012-04-01 | 7.2213399833 |
| 2012-05-01 | 7.2662453740 |
| 2012-06-01 | 7.2174999726 |
| 2012-07-01 | 7.1387034327 |
| 2012-08-01 | 7.3612973109 |
| 2012-09-01 | 7.2856150130 |
| 2012-10-01 | 7.3712762087 |
| 2012-11-01 | 7.4277969311 |
| 2012-12-01 | 7.2692377415 |
| 2013-01-01 | 7.1151566900 |
| 2013-02-01 | 7.0228827117 |
| 2013-03-01 | 7.0015309600 |
| 2013-04-01 | 7.0203340079 |
| 2013-05-01 | 7.0573778008 |
| 2013-06-01 | 7.1097942243 |
| 2013-07-01 | 7.1458640277 |
| 2013-08-01 | 7.0572744638 |
| 2013-09-01 | 7.0966158442 |
| 2013-10-01 | 6.9804201697 |
| 2013-11-01 | 7.1161301927 |
| 2013-12-01 | 6.9922942380 |
| 2014-01-01 | 7.3241192366 |
| 2014-02-01 | 7.1286965169 |
| 2014-03-01 | 7.0854968859 |
| 2014-04-01 | 6.7103282976 |
| 2014-05-01 | 6.8374086103 |
| 2014-06-01 | 6.7945030383 |
| 2014-07-01 | 6.6493839630 |
| 2014-08-01 | 6.6687817607 |
| 2014-09-01 | 6.6022395943 |
| 2014-10-01 | 6.4931982837 |
| 2014-11-01 | 6.6134680400 |
| 2014-12-01 | 6.7168809647 |
| 2015-01-01 | 6.6351155290 |
| 2015-02-01 | 6.6245453028 |
| 2015-03-01 | 6.7657645541 |
| 2015-04-01 | 6.7933870053 |
| 2015-05-01 | 6.8184325624 |
| 2015-06-01 | 6.7810291400 |
| 2015-07-01 | 6.8697744588 |
| 2015-08-01 | 6.7829966818 |
| 2015-09-01 | 6.7028433912 |
| 2015-10-01 | 6.6972444822 |
| 2015-11-01 | 6.6178314349 |
| 2015-12-01 | 6.5217990832 |
| 2016-01-01 | 6.5434881131 |
| 2016-02-01 | 6.5247442963 |
| 2016-03-01 | 6.4503535789 |
| 2016-04-01 | 6.4853057275 |
| 2016-05-01 | 6.4124478992 |
| 2016-06-01 | 6.3742048171 |
| 2016-07-01 | 6.2772323493 |
| 2016-08-01 | 6.2970742350 |
| 2016-09-01 | 6.2952318868 |
| 2016-10-01 | 6.3935320610 |
| 2016-11-01 | 6.3326397583 |
| 2016-12-01 | 6.2240656354 |
| 2017-01-01 | 6.2450919321 |
| 2017-02-01 | 6.2143945849 |
| 2017-03-01 | 6.1401332786 |
| 2017-04-01 | 6.0843716572 |
| 2017-05-01 | 6.2160339800 |
| 2017-06-01 | 6.2756862030 |
| 2017-07-01 | 5.8909362665 |
| 2017-08-01 | 5.9999293149 |
| 2017-09-01 | 5.9850996096 |
| 2017-10-01 | 5.8849332556 |
| 2017-11-01 | 5.8496472156 |
| 2017-12-01 | 5.8098276430 |
| 2018-01-01 | 5.7429297058 |
| 2018-02-01 | 5.7092697398 |
| 2018-03-01 | 5.7387617868 |
| 2018-04-01 | 5.6983347070 |
| 2018-05-01 | 5.6230888647 |
| 2018-06-01 | 5.5763612023 |
| 2018-07-01 | 5.4928342101 |
| 2018-08-01 | 5.3956985728 |
| 2018-09-01 | 5.4673100286 |
| 2018-10-01 | 5.4896601721 |
| 2018-11-01 | 5.4664005191 |
| 2018-12-01 | 5.5964817525 |
| 2019-01-01 | 5.4477034871 |
| 2019-02-01 | 5.4013739538 |
| 2019-03-01 | 5.3256561520 |
| 2019-04-01 | 5.4140233963 |
| 2019-05-01 | 5.3370749308 |
| 2019-06-01 | 5.3785061679 |
| 2019-07-01 | 5.3891246458 |
| 2019-08-01 | 5.3865534371 |
| 2019-09-01 | 5.3512377922 |
| 2019-10-01 | 5.3012829472 |
| 2019-11-01 | 5.1774256775 |
| 2019-12-01 | 5.1857514963 |
| 2020-01-01 | 5.0541365991 |
| 2020-02-01 | 5.0023889529 |
| 2020-03-01 | 4.9209299168 |
| 2020-04-01 | 4.6201851284 |
| 2020-05-01 | 4.5440396959 |
| 2020-06-01 | 4.3767473781 |
| 2020-07-01 | 4.2760756348 |
| 2020-08-01 | 4.1777231639 |
| 2020-09-01 | 3.8393341084 |
| 2020-10-01 | 3.8150158580 |
| 2020-11-01 | 3.6824313579 |
| 2020-12-01 | 3.6942792659 |
| 2021-01-01 | 3.5658538090 |
| 2021-02-01 | 3.4076231192 |
| 2021-03-01 | 3.1124376719 |
| 2021-04-01 | 3.2132594732 |
| 2021-05-01 | 3.2469395352 |
| 2021-06-01 | 3.2730014056 |
| 2021-07-01 | 3.0624688951 |
| 2021-08-01 | 3.0699274531 |
| 2021-09-01 | 3.1290591898 |
| 2021-10-01 | 3.1260247118 |
| 2021-11-01 | 3.1827598140 |
| 2021-12-01 | 3.2182096833 |
| 2022-01-01 | 3.1725135608 |
| 2022-02-01 | 3.3209153392 |
| 2022-03-01 | 3.4176379496 |
| 2022-04-01 | 3.3984892803 |
| 2022-05-01 | 3.4338486401 |
| 2022-06-01 | 3.5592773383 |
| 2022-07-01 | 3.7558198077 |
| 2022-08-01 | 3.7666945369 |
| 2022-09-01 | 3.8183973153 |
| 2022-10-01 | 3.8372830267 |
| 2022-11-01 | 3.8779203571 |
| 2022-12-01 | 3.7447805651 |
| 2023-01-01 | 3.8833410009 |
| 2023-02-01 | 4.0397728297 |
| 2023-03-01 | 3.8224322596 |
| 2023-04-01 | 3.8805596300 |
| 2023-05-01 | 3.8220302039 |
| 2023-06-01 | 3.7451605404 |
| 2023-07-01 | 3.6478059102 |
| 2023-08-01 | 3.5614543498 |
| 2023-09-01 | 3.5096366906 |
| 2023-10-01 | 3.5429090167 |
| 2023-11-01 | 3.5770021110 |
| 2023-12-01 | 3.4680961670 |
| 2024-01-01 | 3.5885377088 |
| 2024-02-01 | 3.5590812004 |
| 2024-03-01 | 3.6406705424 |
| 2024-04-01 | 3.6638331454 |
| 2024-05-01 | 3.6057295517 |
| 2024-06-01 | 3.6278118102 |
| 2024-07-01 | 3.6436175959 |
| 2024-08-01 | 3.6550757242 |
| 2024-09-01 | 3.7068160850 |
| 2024-10-01 | 3.6456014449 |
| 2024-11-01 | 3.5771408609 |
| 2024-12-01 | 3.5838027188 |
| 2025-01-01 | 3.5919475268 |
| 2025-02-01 | 3.5742923188 |
| 2025-03-01 | 3.5519779492 |
| 2025-04-01 | 3.5574320929 |
| 2025-05-01 | 3.5973879586 |
| 2025-06-01 | 3.5174188814 |
| 2025-07-01 | 3.4380702720 |
| 2025-08-01 | 3.4431971291 |
| 2025-09-01 | 3.4043945464 |
| 2025-10-01 | 3.3458618273 |
| 2025-11-01 | 3.3841459402 |
| 2025-12-01 | 3.3908121604 |
| 2026-01-01 | 3.1913917839 |
| 2026-02-01 | 3.2841753033 |
| 2026-03-01 | 3.2633903777 |
| 2026-04-01 | 3.2591662543 |
| 2026-05-01 | 3.2875600926 |
| 2026-06-01 | 3.3085024057 |
| 2026-07-01 | 3.4376859656 |
| 2026-08-01 | 3.3354879160 |