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 2026-09-01 |
| Last Updated | 2026-10-20 10:37 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 | 1.9388203440 |
| 1990-02-01 | 1.9103982447 |
| 1990-03-01 | 1.9096881539 |
| 1990-04-01 | 1.8230111774 |
| 1990-05-01 | 1.7979272097 |
| 1990-06-01 | 1.8059267172 |
| 1990-07-01 | 1.8605380758 |
| 1990-08-01 | 1.8765001767 |
| 1990-09-01 | 1.8923188479 |
| 1990-10-01 | 1.9053887019 |
| 1990-11-01 | 1.9860804913 |
| 1990-12-01 | 1.9921525598 |
| 1991-01-01 | 2.7463996759 |
| 1991-02-01 | 2.7106625753 |
| 1991-03-01 | 2.7068660966 |
| 1991-04-01 | 2.7147902005 |
| 1991-05-01 | 2.7950788867 |
| 1991-06-01 | 2.8055163542 |
| 1991-07-01 | 2.7589924851 |
| 1991-08-01 | 2.7777926863 |
| 1991-09-01 | 2.7969076476 |
| 1991-10-01 | 2.8130355761 |
| 1991-11-01 | 2.7887814434 |
| 1991-12-01 | 2.7950973659 |
| 1992-01-01 | 2.7557606448 |
| 1992-02-01 | 2.8026007206 |
| 1992-03-01 | 2.8022445546 |
| 1992-04-01 | 2.8030386292 |
| 1992-05-01 | 2.7844387326 |
| 1992-06-01 | 2.8039138232 |
| 1992-07-01 | 2.7612845441 |
| 1992-08-01 | 2.7801506188 |
| 1992-09-01 | 2.8004252072 |
| 1992-10-01 | 2.8256187237 |
| 1992-11-01 | 2.7987042055 |
| 1992-12-01 | 2.8031601895 |
| 1993-01-01 | 2.8639394112 |
| 1993-02-01 | 2.7844161374 |
| 1993-03-01 | 2.7926649938 |
| 1993-04-01 | 2.8900746148 |
| 1993-05-01 | 2.8802808838 |
| 1993-06-01 | 2.8977959113 |
| 1993-07-01 | 3.0699620479 |
| 1993-08-01 | 3.0853465016 |
| 1993-09-01 | 3.1041364965 |
| 1993-10-01 | 3.1368362588 |
| 1993-11-01 | 3.1045731321 |
| 1993-12-01 | 3.1034937684 |
| 1994-01-01 | 2.9664698052 |
| 1994-02-01 | 2.8657110097 |
| 1994-03-01 | 3.0895476284 |
| 1994-04-01 | 3.0857395538 |
| 1994-05-01 | 3.0889134899 |
| 1994-06-01 | 3.1036685435 |
| 1994-07-01 | 3.0757501784 |
| 1994-08-01 | 3.0797765522 |
| 1994-09-01 | 3.0939401783 |
| 1994-10-01 | 3.1327322026 |
| 1994-11-01 | 3.3013712569 |
| 1994-12-01 | 3.3025486493 |
| 1995-01-01 | 3.7849865850 |
| 1995-02-01 | 3.6588682163 |
| 1995-03-01 | 3.6988199464 |
| 1995-04-01 | 3.6828800855 |
| 1995-05-01 | 3.7943136126 |
| 1995-06-01 | 3.7003996537 |
| 1995-07-01 | 3.6859301569 |
| 1995-08-01 | 3.6790795017 |
| 1995-09-01 | 3.6765460043 |
| 1995-10-01 | 3.5303513226 |
| 1995-11-01 | 3.6877369698 |
| 1995-12-01 | 3.7884384518 |
| 1996-01-01 | 4.0990500566 |
| 1996-02-01 | 4.1543777874 |
| 1996-03-01 | 4.2276991004 |
| 1996-04-01 | 4.2935590045 |
| 1996-05-01 | 4.2953521465 |
| 1996-06-01 | 4.5091912486 |
| 1996-07-01 | 4.4894894074 |
| 1996-08-01 | 4.5727103223 |
| 1996-09-01 | 4.6406543625 |
| 1996-10-01 | 4.8164869655 |
| 1996-11-01 | 4.8804687946 |
| 1996-12-01 | 5.0866724258 |
| 1997-01-01 | 4.9168236656 |
| 1997-02-01 | 4.9604627698 |
| 1997-03-01 | 5.0566378100 |
| 1997-04-01 | 5.6020022108 |
| 1997-05-01 | 5.5886603864 |
| 1997-06-01 | 5.7049938091 |
| 1997-07-01 | 6.0893039951 |
| 1997-08-01 | 6.3737713234 |
| 1997-09-01 | 6.8092208882 |
| 1997-10-01 | 6.5135059562 |
| 1997-11-01 | 6.5826705312 |
| 1997-12-01 | 6.3773371976 |
| 1998-01-01 | 6.3238173994 |
| 1998-02-01 | 6.3706628814 |
| 1998-03-01 | 6.5706423858 |
| 1998-04-01 | 6.9101396883 |
| 1998-05-01 | 7.0933808426 |
| 1998-06-01 | 7.1069114591 |
| 1998-07-01 | 6.9787930221 |
| 1998-08-01 | 6.9687922638 |
| 1998-09-01 | 7.0939436490 |
| 1998-10-01 | 7.0059059246 |
| 1998-11-01 | 7.1842225016 |
| 1998-12-01 | 7.3811639255 |
| 1999-01-01 | 7.2292487918 |
| 1999-02-01 | 7.1909678982 |
| 1999-03-01 | 6.8683367831 |
| 1999-04-01 | 6.8074120216 |
| 1999-05-01 | 6.7875194625 |
| 1999-06-01 | 6.5848387972 |
| 1999-07-01 | 6.7746188988 |
| 1999-08-01 | 6.7825664507 |
| 1999-09-01 | 6.9170745758 |
| 1999-10-01 | 6.9194831151 |
| 1999-11-01 | 6.7813064615 |
| 1999-12-01 | 6.7728542294 |
| 2000-01-01 | 6.9065665467 |
| 2000-02-01 | 6.9973972046 |
| 2000-03-01 | 7.1484624538 |
| 2000-04-01 | 7.1018973552 |
| 2000-05-01 | 7.1949097323 |
| 2000-06-01 | 7.1742073629 |
| 2000-07-01 | 7.1825645922 |
| 2000-08-01 | 7.0989983989 |
| 2000-09-01 | 7.0671059195 |
| 2000-10-01 | 6.8242006279 |
| 2000-11-01 | 6.7684343807 |
| 2000-12-01 | 6.8689493317 |
| 2001-01-01 | 6.8629382990 |
| 2001-02-01 | 6.9006069814 |
| 2001-03-01 | 7.0119656638 |
| 2001-04-01 | 7.7931836461 |
| 2001-05-01 | 7.7106983902 |
| 2001-06-01 | 7.8700966201 |
| 2001-07-01 | 7.8037915820 |
| 2001-08-01 | 7.8265123428 |
| 2001-09-01 | 7.7359541596 |
| 2001-10-01 | 7.8282131938 |
| 2001-11-01 | 7.8472526672 |
| 2001-12-01 | 8.1412354497 |
| 2002-01-01 | 7.7075872111 |
| 2002-02-01 | 7.4906175451 |
| 2002-03-01 | 7.5745726394 |
| 2002-04-01 | 7.5805624284 |
| 2002-05-01 | 7.8419807769 |
| 2002-06-01 | 7.7956385185 |
| 2002-07-01 | 7.2410433219 |
| 2002-08-01 | 7.2549036613 |
| 2002-09-01 | 7.2957270008 |
| 2002-10-01 | 7.6152384445 |
| 2002-11-01 | 7.5114721170 |
| 2002-12-01 | 7.5044355005 |
| 2003-01-01 | 7.5537882904 |
| 2003-02-01 | 7.5765832768 |
| 2003-03-01 | 7.6618937473 |
| 2003-04-01 | 7.7704827412 |
| 2003-05-01 | 7.7652654826 |
| 2003-06-01 | 7.8326077806 |
| 2003-07-01 | 7.6817606990 |
| 2003-08-01 | 7.8846585673 |
| 2003-09-01 | 7.8297797255 |
| 2003-10-01 | 7.9042564951 |
| 2003-11-01 | 7.9863878061 |
| 2003-12-01 | 7.9596657807 |
| 2004-01-01 | 8.0059704544 |
| 2004-02-01 | 7.9557427606 |
| 2004-03-01 | 8.0682574868 |
| 2004-04-01 | 7.9586868919 |
| 2004-05-01 | 7.9813355078 |
| 2004-06-01 | 7.9834416275 |
| 2004-07-01 | 8.1143375265 |
| 2004-08-01 | 7.9006550043 |
| 2004-09-01 | 8.1357299682 |
| 2004-10-01 | 8.3932821859 |
| 2004-11-01 | 8.2780095931 |
| 2004-12-01 | 8.3269944267 |
| 2005-01-01 | 8.3847301760 |
| 2005-02-01 | 8.4403806109 |
| 2005-03-01 | 8.3719158822 |
| 2005-04-01 | 8.3487782960 |
| 2005-05-01 | 8.4837585780 |
| 2005-06-01 | 8.1280879554 |
| 2005-07-01 | 8.0276469410 |
| 2005-08-01 | 7.9041200676 |
| 2005-09-01 | 8.0295764357 |
| 2005-10-01 | 7.8818911720 |
| 2005-11-01 | 7.8875199312 |
| 2005-12-01 | 7.9104732821 |
| 2006-01-01 | 7.1926469952 |
| 2006-02-01 | 7.6318748886 |
| 2006-03-01 | 7.3827921215 |
| 2006-04-01 | 7.0302148466 |
| 2006-05-01 | 7.1688500743 |
| 2006-06-01 | 7.2489647410 |
| 2006-07-01 | 7.9288053788 |
| 2006-08-01 | 8.0079435303 |
| 2006-09-01 | 8.0197687736 |
| 2006-10-01 | 7.9773788024 |
| 2006-11-01 | 7.9032945627 |
| 2006-12-01 | 7.8987395488 |
| 2007-01-01 | 7.9161723115 |
| 2007-02-01 | 7.8279511368 |
| 2007-03-01 | 7.8999182500 |
| 2007-04-01 | 7.9197807031 |
| 2007-05-01 | 7.9518718812 |
| 2007-06-01 | 7.9496695165 |
| 2007-07-01 | 8.0193142449 |
| 2007-08-01 | 8.1033638311 |
| 2007-09-01 | 7.9107413848 |
| 2007-10-01 | 7.8684676653 |
| 2007-11-01 | 7.9220604227 |
| 2007-12-01 | 7.6976623034 |
| 2008-01-01 | 7.9412235800 |
| 2008-02-01 | 8.1319846531 |
| 2008-03-01 | 8.3132932634 |
| 2008-04-01 | 8.3219098501 |
| 2008-05-01 | 8.3399912531 |
| 2008-06-01 | 8.2392990886 |
| 2008-07-01 | 8.1970226739 |
| 2008-08-01 | 8.1985792213 |
| 2008-09-01 | 8.1033529780 |
| 2008-10-01 | 8.2641454068 |
| 2008-11-01 | 8.2391610820 |
| 2008-12-01 | 8.1041216625 |
| 2009-01-01 | 8.0529414316 |
| 2009-02-01 | 7.8299903817 |
| 2009-03-01 | 7.9177124177 |
| 2009-04-01 | 8.1390133395 |
| 2009-05-01 | 8.1391952281 |
| 2009-06-01 | 8.0354253767 |
| 2009-07-01 | 7.4799783673 |
| 2009-08-01 | 7.3877709807 |
| 2009-09-01 | 7.5019574706 |
| 2009-10-01 | 7.4482194312 |
| 2009-11-01 | 7.4453842625 |
| 2009-12-01 | 7.7135771749 |
| 2010-01-01 | 7.5489239326 |
| 2010-02-01 | 7.6285905499 |
| 2010-03-01 | 7.6275190623 |
| 2010-04-01 | 7.6681749287 |
| 2010-05-01 | 7.6446878039 |
| 2010-06-01 | 7.6296032443 |
| 2010-07-01 | 7.5595616208 |
| 2010-08-01 | 7.5846940816 |
| 2010-09-01 | 7.4932006693 |
| 2010-10-01 | 7.3470695106 |
| 2010-11-01 | 7.2441390998 |
| 2010-12-01 | 7.2278548003 |
| 2011-01-01 | 7.1316979118 |
| 2011-02-01 | 7.0189498230 |
| 2011-03-01 | 7.0313871547 |
| 2011-04-01 | 6.7979286224 |
| 2011-05-01 | 6.7576512396 |
| 2011-06-01 | 6.8249856378 |
| 2011-07-01 | 6.9541289177 |
| 2011-08-01 | 6.8703111646 |
| 2011-09-01 | 7.1859426073 |
| 2011-10-01 | 7.0540512268 |
| 2011-11-01 | 7.0360654675 |
| 2011-12-01 | 6.9409222997 |
| 2012-01-01 | 7.2182990599 |
| 2012-02-01 | 7.2235520728 |
| 2012-03-01 | 7.1212940658 |
| 2012-04-01 | 7.2213399808 |
| 2012-05-01 | 7.2662453721 |
| 2012-06-01 | 7.2174999720 |
| 2012-07-01 | 7.1387034325 |
| 2012-08-01 | 7.3612973118 |
| 2012-09-01 | 7.2856150143 |
| 2012-10-01 | 7.3712762143 |
| 2012-11-01 | 7.4277969326 |
| 2012-12-01 | 7.2692377407 |
| 2013-01-01 | 7.1151566900 |
| 2013-02-01 | 7.0228827121 |
| 2013-03-01 | 7.0015309610 |
| 2013-04-01 | 7.0203339975 |
| 2013-05-01 | 7.0573778013 |
| 2013-06-01 | 7.1097942241 |
| 2013-07-01 | 7.1458640262 |
| 2013-08-01 | 7.0572744617 |
| 2013-09-01 | 7.0966158415 |
| 2013-10-01 | 6.9804201866 |
| 2013-11-01 | 7.1161301921 |
| 2013-12-01 | 6.9922942376 |
| 2014-01-01 | 7.3241192378 |
| 2014-02-01 | 7.1286965210 |
| 2014-03-01 | 7.0854968922 |
| 2014-04-01 | 6.7103282678 |
| 2014-05-01 | 6.8374086239 |
| 2014-06-01 | 6.7945030381 |
| 2014-07-01 | 6.6493839653 |
| 2014-08-01 | 6.6687817468 |
| 2014-09-01 | 6.6022395809 |
| 2014-10-01 | 6.4931983072 |
| 2014-11-01 | 6.6134680376 |
| 2014-12-01 | 6.7168809637 |
| 2015-01-01 | 6.6351155268 |
| 2015-02-01 | 6.6245453050 |
| 2015-03-01 | 6.7657645690 |
| 2015-04-01 | 6.7933869707 |
| 2015-05-01 | 6.8184326158 |
| 2015-06-01 | 6.7810291783 |
| 2015-07-01 | 6.8697745046 |
| 2015-08-01 | 6.7829965383 |
| 2015-09-01 | 6.7028433713 |
| 2015-10-01 | 6.6972444981 |
| 2015-11-01 | 6.6178314090 |
| 2015-12-01 | 6.5217990823 |
| 2016-01-01 | 6.5434881144 |
| 2016-02-01 | 6.5247443103 |
| 2016-03-01 | 6.4503536224 |
| 2016-04-01 | 6.4853057210 |
| 2016-05-01 | 6.4124480066 |
| 2016-06-01 | 6.3742049016 |
| 2016-07-01 | 6.2772324371 |
| 2016-08-01 | 6.2970739482 |
| 2016-09-01 | 6.2952318288 |
| 2016-10-01 | 6.3935320256 |
| 2016-11-01 | 6.3326396908 |
| 2016-12-01 | 6.2240656195 |
| 2017-01-01 | 6.2450919432 |
| 2017-02-01 | 6.2143946456 |
| 2017-03-01 | 6.1401337002 |
| 2017-04-01 | 6.0843710662 |
| 2017-05-01 | 6.2160343197 |
| 2017-06-01 | 6.2756866025 |
| 2017-07-01 | 5.8909367565 |
| 2017-08-01 | 5.9999292564 |
| 2017-09-01 | 5.9850977614 |
| 2017-10-01 | 5.8849337216 |
| 2017-11-01 | 5.8496477554 |
| 2017-12-01 | 5.8098258872 |
| 2018-01-01 | 5.7429306170 |
| 2018-02-01 | 5.7092707174 |
| 2018-03-01 | 5.7387625354 |
| 2018-04-01 | 5.6983341644 |
| 2018-05-01 | 5.6230899776 |
| 2018-06-01 | 5.5763601254 |
| 2018-07-01 | 5.4928352306 |
| 2018-08-01 | 5.3956987596 |
| 2018-09-01 | 5.4673060739 |
| 2018-10-01 | 5.4896607958 |
| 2018-11-01 | 5.4664015729 |
| 2018-12-01 | 5.5964785242 |
| 2019-01-01 | 5.4477059439 |
| 2019-02-01 | 5.4013767157 |
| 2019-03-01 | 5.3256559100 |
| 2019-04-01 | 5.4140234261 |
| 2019-05-01 | 5.3370771119 |
| 2019-06-01 | 5.3785040394 |
| 2019-07-01 | 5.3891270481 |
| 2019-08-01 | 5.3865546763 |
| 2019-09-01 | 5.3512319481 |
| 2019-10-01 | 5.3012830815 |
| 2019-11-01 | 5.1774244326 |
| 2019-12-01 | 5.1857414318 |
| 2020-01-01 | 5.0541346648 |
| 2020-02-01 | 5.0024073085 |
| 2020-03-01 | 4.9209258509 |
| 2020-04-01 | 4.6201867356 |
| 2020-05-01 | 4.5440452011 |
| 2020-06-01 | 4.3767467848 |
| 2020-07-01 | 4.2760806417 |
| 2020-08-01 | 4.1777251854 |
| 2020-09-01 | 3.8393264333 |
| 2020-10-01 | 3.8150118518 |
| 2020-11-01 | 3.6824226464 |
| 2020-12-01 | 3.6942588245 |
| 2021-01-01 | 3.5658431628 |
| 2021-02-01 | 3.4076565200 |
| 2021-03-01 | 3.1124353702 |
| 2021-04-01 | 3.2132728836 |
| 2021-05-01 | 3.2469615652 |
| 2021-06-01 | 3.2730158713 |
| 2021-07-01 | 3.0624809591 |
| 2021-08-01 | 3.0699244278 |
| 2021-09-01 | 3.1290270351 |
| 2021-10-01 | 3.1259834346 |
| 2021-11-01 | 3.1827099209 |
| 2021-12-01 | 3.2181594422 |
| 2022-01-01 | 3.1725011384 |
| 2022-02-01 | 3.3209884835 |
| 2022-03-01 | 3.4176663994 |
| 2022-04-01 | 3.3985298098 |
| 2022-05-01 | 3.4341005562 |
| 2022-06-01 | 3.5592748949 |
| 2022-07-01 | 3.7557865552 |
| 2022-08-01 | 3.7666219030 |
| 2022-09-01 | 3.8182518865 |
| 2022-10-01 | 3.8370944149 |
| 2022-11-01 | 3.8777356026 |
| 2022-12-01 | 3.7446973743 |
| 2023-01-01 | 3.8833673343 |
| 2023-02-01 | 4.0399883734 |
| 2023-03-01 | 3.8226533032 |
| 2023-04-01 | 3.8807805709 |
| 2023-05-01 | 3.8226126368 |
| 2023-06-01 | 3.7451655972 |
| 2023-07-01 | 3.6475768976 |
| 2023-08-01 | 3.5611958178 |
| 2023-09-01 | 3.5091891571 |
| 2023-10-01 | 3.5423461519 |
| 2023-11-01 | 3.5764853219 |
| 2023-12-01 | 3.4679122664 |
| 2024-01-01 | 3.5887223786 |
| 2024-02-01 | 3.5597487297 |
| 2024-03-01 | 3.6414755635 |
| 2024-04-01 | 3.6645536206 |
| 2024-05-01 | 3.6068138393 |
| 2024-06-01 | 3.6277220432 |
| 2024-07-01 | 3.6427620866 |
| 2024-08-01 | 3.6537911095 |
| 2024-09-01 | 3.7066762722 |
| 2024-10-01 | 3.6446043638 |
| 2024-11-01 | 3.5762670055 |
| 2024-12-01 | 3.5835451961 |
| 2025-01-01 | 3.5923444876 |
| 2025-02-01 | 3.5754590258 |
| 2025-03-01 | 3.5534959297 |
| 2025-04-01 | 3.5588346914 |
| 2025-05-01 | 3.5989568057 |
| 2025-06-01 | 3.5173109538 |
| 2025-07-01 | 3.4365527150 |
| 2025-08-01 | 3.4407640287 |
| 2025-09-01 | 3.4039348356 |
| 2025-10-01 | 3.3445240098 |
| 2025-11-01 | 3.3830126851 |
| 2025-12-01 | 3.3905509983 |
| 2026-01-01 | 3.1920880804 |
| 2026-02-01 | 3.2859050191 |
| 2026-03-01 | 3.2655134730 |
| 2026-04-01 | 3.2609723780 |
| 2026-05-01 | 3.2893791232 |
| 2026-06-01 | 3.3080674509 |
| 2026-07-01 | 3.4352491132 |
| 2026-08-01 | 3.3315317773 |
| 2026-09-01 | 3.3035777080 |