Table Data - All Employees: Professional and Business Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-02-01 |
| Last Updated | 2026-04-23 10:02 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 | 35.9458772314572 |
| 1990-02-01 | 35.6201422952365 |
| 1990-03-01 | 36.0821109761928 |
| 1990-04-01 | 36.6369359914250 |
| 1990-05-01 | 36.8808783873909 |
| 1990-06-01 | 36.6970496959763 |
| 1990-07-01 | 36.8105690744297 |
| 1990-08-01 | 36.7861691442917 |
| 1990-09-01 | 37.4177893506643 |
| 1990-10-01 | 36.2546704769944 |
| 1990-11-01 | 36.1592976466254 |
| 1990-12-01 | 36.6680240339258 |
| 1991-01-01 | 36.9657094343722 |
| 1991-02-01 | 37.5395017791914 |
| 1991-03-01 | 38.2917211763144 |
| 1991-04-01 | 38.5467009090023 |
| 1991-05-01 | 38.6941143509086 |
| 1991-06-01 | 39.0948024186385 |
| 1991-07-01 | 38.0283939617374 |
| 1991-08-01 | 38.9667386763507 |
| 1991-09-01 | 38.7065949776142 |
| 1991-10-01 | 39.2175802117989 |
| 1991-11-01 | 39.1093739046333 |
| 1991-12-01 | 39.2083483784621 |
| 1992-01-01 | 39.3640424985947 |
| 1992-02-01 | 39.3727091171129 |
| 1992-03-01 | 38.7968612931904 |
| 1992-04-01 | 38.7920269091967 |
| 1992-05-01 | 38.9178538531849 |
| 1992-06-01 | 38.7570599140728 |
| 1992-07-01 | 39.2832915770426 |
| 1992-08-01 | 39.2273879911568 |
| 1992-09-01 | 39.7631602419809 |
| 1992-10-01 | 39.6744478965207 |
| 1992-11-01 | 40.0345863181367 |
| 1992-12-01 | 39.7094368915210 |
| 1993-01-01 | 40.2059719266640 |
| 1993-02-01 | 40.6664425507546 |
| 1993-03-01 | 41.1285133446960 |
| 1993-04-01 | 40.2482963107849 |
| 1993-05-01 | 40.1850332801337 |
| 1993-06-01 | 40.5078006348547 |
| 1993-07-01 | 40.6509974368593 |
| 1993-08-01 | 40.2543509122149 |
| 1993-09-01 | 40.4683638810366 |
| 1993-10-01 | 40.7768589632801 |
| 1993-11-01 | 40.7821405458628 |
| 1993-12-01 | 41.5059045308631 |
| 1994-01-01 | 41.0952267531309 |
| 1994-02-01 | 40.7767490421655 |
| 1994-03-01 | 41.1640375552128 |
| 1994-04-01 | 41.8014591494677 |
| 1994-05-01 | 41.9006856412914 |
| 1994-06-01 | 42.1277552131934 |
| 1994-07-01 | 42.4858240559752 |
| 1994-08-01 | 42.9873942479330 |
| 1994-09-01 | 42.7534434465252 |
| 1994-10-01 | 43.7266774878073 |
| 1994-11-01 | 44.0203138356219 |
| 1994-12-01 | 44.8044255059941 |
| 1995-01-01 | 43.7493743800812 |
| 1995-02-01 | 44.0180005700588 |
| 1995-03-01 | 44.7146966451919 |
| 1995-04-01 | 43.9166047920837 |
| 1995-05-01 | 43.7192624835288 |
| 1995-06-01 | 44.0505472820093 |
| 1995-07-01 | 43.5746282214489 |
| 1995-08-01 | 44.1410075637643 |
| 1995-09-01 | 44.1831066685546 |
| 1995-10-01 | 44.0193841669511 |
| 1995-11-01 | 44.3179862154747 |
| 1995-12-01 | 44.5371467059838 |
| 1996-01-01 | 43.7653556228131 |
| 1996-02-01 | 44.3429444288278 |
| 1996-03-01 | 44.7341661981635 |
| 1996-04-01 | 44.7070038611709 |
| 1996-05-01 | 45.0262763008784 |
| 1996-06-01 | 45.1474912517389 |
| 1996-07-01 | 44.8983168418167 |
| 1996-08-01 | 45.4533053386988 |
| 1996-09-01 | 45.5505129650641 |
| 1996-10-01 | 45.2515613731890 |
| 1996-11-01 | 45.2658863232187 |
| 1996-12-01 | 45.3093749137489 |
| 1997-01-01 | 45.4116294151030 |
| 1997-02-01 | 45.8470621618621 |
| 1997-03-01 | 45.7445170492573 |
| 1997-04-01 | 46.4386297346262 |
| 1997-05-01 | 46.9218249299838 |
| 1997-06-01 | 47.0575427236067 |
| 1997-07-01 | 48.1019796457987 |
| 1997-08-01 | 48.3135352660511 |
| 1997-09-01 | 48.9080699223706 |
| 1997-10-01 | 48.8618376771394 |
| 1997-11-01 | 49.0742325242118 |
| 1997-12-01 | 49.0325234123418 |
| 1998-01-01 | 50.8305723561318 |
| 1998-02-01 | 51.7934573221798 |
| 1998-03-01 | 52.1464869399215 |
| 1998-04-01 | 52.2156524747015 |
| 1998-05-01 | 52.8934828082363 |
| 1998-06-01 | 52.6628219741776 |
| 1998-07-01 | 52.4868543267725 |
| 1998-08-01 | 52.2022209899308 |
| 1998-09-01 | 52.2336384961283 |
| 1998-10-01 | 53.5739351278968 |
| 1998-11-01 | 52.8634216507269 |
| 1998-12-01 | 53.5518511246490 |
| 1999-01-01 | 52.4232781527472 |
| 1999-02-01 | 51.0863894449838 |
| 1999-03-01 | 50.7166618583795 |
| 1999-04-01 | 52.2649529455927 |
| 1999-05-01 | 52.0042307437775 |
| 1999-06-01 | 51.9766768512412 |
| 1999-07-01 | 52.2860910445855 |
| 1999-08-01 | 51.6887121192811 |
| 1999-09-01 | 52.1391696282867 |
| 1999-10-01 | 51.2372012114604 |
| 1999-11-01 | 51.3867073066019 |
| 1999-12-01 | 51.4464335509118 |
| 2000-01-01 | 51.7794640754858 |
| 2000-02-01 | 51.8053581503178 |
| 2000-03-01 | 52.4436685559499 |
| 2000-04-01 | 53.5437115828418 |
| 2000-05-01 | 53.4072470862201 |
| 2000-06-01 | 53.6533753328240 |
| 2000-07-01 | 54.0702223435966 |
| 2000-08-01 | 54.6579453812660 |
| 2000-09-01 | 54.8085979997241 |
| 2000-10-01 | 55.8013721752256 |
| 2000-11-01 | 55.8797756976669 |
| 2000-12-01 | 55.0244679007924 |
| 2001-01-01 | 55.4969296139522 |
| 2001-02-01 | 56.1474600540424 |
| 2001-03-01 | 56.3232262108185 |
| 2001-04-01 | 56.8591923764299 |
| 2001-05-01 | 56.5444194670708 |
| 2001-06-01 | 57.0212059136388 |
| 2001-07-01 | 56.9645216188198 |
| 2001-08-01 | 55.8362120913599 |
| 2001-09-01 | 54.8459168365521 |
| 2001-10-01 | 53.9920196086642 |
| 2001-11-01 | 54.1393854021288 |
| 2001-12-01 | 54.0045380228974 |
| 2002-01-01 | 53.2813339057603 |
| 2002-02-01 | 53.0126858112732 |
| 2002-03-01 | 52.7046309307268 |
| 2002-04-01 | 52.5175597656170 |
| 2002-05-01 | 52.9307473227467 |
| 2002-06-01 | 52.3756445400654 |
| 2002-07-01 | 51.3572250110893 |
| 2002-08-01 | 51.4321944339408 |
| 2002-09-01 | 51.1953870736755 |
| 2002-10-01 | 50.6897206845009 |
| 2002-11-01 | 50.3902765412591 |
| 2002-12-01 | 50.3780279473612 |
| 2003-01-01 | 50.2524535841411 |
| 2003-02-01 | 49.7628206666227 |
| 2003-03-01 | 49.2738269334949 |
| 2003-04-01 | 48.7506567750903 |
| 2003-05-01 | 48.6051754987068 |
| 2003-06-01 | 48.3390791600836 |
| 2003-07-01 | 48.9821938611956 |
| 2003-08-01 | 49.5311318283227 |
| 2003-09-01 | 49.7752008545739 |
| 2003-10-01 | 50.4615465578383 |
| 2003-11-01 | 50.7288124982617 |
| 2003-12-01 | 50.5441947354346 |
| 2004-01-01 | 52.4146493599473 |
| 2004-02-01 | 52.8829764481483 |
| 2004-03-01 | 52.2699515306098 |
| 2004-04-01 | 52.5271828241321 |
| 2004-05-01 | 51.7931049971771 |
| 2004-06-01 | 52.5985506086235 |
| 2004-07-01 | 53.8404662851505 |
| 2004-08-01 | 54.1909227933998 |
| 2004-09-01 | 55.1051288180393 |
| 2004-10-01 | 56.3325459900119 |
| 2004-11-01 | 56.5418307221518 |
| 2004-12-01 | 57.1219675510928 |
| 2005-01-01 | 57.9308460723633 |
| 2005-02-01 | 58.7035023307220 |
| 2005-03-01 | 58.9975222480225 |
| 2005-04-01 | 59.7090416778048 |
| 2005-05-01 | 59.8795560055452 |
| 2005-06-01 | 60.1032954776734 |
| 2005-07-01 | 60.4613464008516 |
| 2005-08-01 | 60.3939030015190 |
| 2005-09-01 | 61.3372994446504 |
| 2005-10-01 | 60.6648477400198 |
| 2005-11-01 | 61.3319015457201 |
| 2005-12-01 | 61.4806760258641 |
| 2006-01-01 | 61.5400009446918 |
| 2006-02-01 | 61.7068416695884 |
| 2006-03-01 | 61.7894927986624 |
| 2006-04-01 | 61.5699287287905 |
| 2006-05-01 | 61.8954271377388 |
| 2006-06-01 | 62.1263187360960 |
| 2006-07-01 | 61.8014672542960 |
| 2006-08-01 | 62.1664355114541 |
| 2006-09-01 | 62.0009124155055 |
| 2006-10-01 | 61.5031747760870 |
| 2006-11-01 | 61.5074460579940 |
| 2006-12-01 | 60.9142244787125 |
| 2007-01-01 | 61.9818249373411 |
| 2007-02-01 | 62.0778339672965 |
| 2007-03-01 | 62.4259367542708 |
| 2007-04-01 | 62.6215536358262 |
| 2007-05-01 | 63.1173807741639 |
| 2007-06-01 | 63.0013844844109 |
| 2007-07-01 | 63.0019435280103 |
| 2007-08-01 | 63.6262574134077 |
| 2007-09-01 | 62.8854571750717 |
| 2007-10-01 | 63.1201409099031 |
| 2007-11-01 | 63.0045527537609 |
| 2007-12-01 | 62.8253995131850 |
| 2008-01-01 | 65.3138545199844 |
| 2008-02-01 | 65.3931579383784 |
| 2008-03-01 | 65.3902440625611 |
| 2008-04-01 | 65.0593895276976 |
| 2008-05-01 | 64.8439823536396 |
| 2008-06-01 | 64.5028522747643 |
| 2008-07-01 | 64.1163581145558 |
| 2008-08-01 | 64.0970809196305 |
| 2008-09-01 | 63.9093336580964 |
| 2008-10-01 | 62.7938632289037 |
| 2008-11-01 | 62.1335520248585 |
| 2008-12-01 | 61.0715331233670 |
| 2009-01-01 | 59.4246855129895 |
| 2009-02-01 | 58.5945411147066 |
| 2009-03-01 | 57.5823633723294 |
| 2009-04-01 | 56.0773271989038 |
| 2009-05-01 | 55.8584316637463 |
| 2009-06-01 | 55.8118298482252 |
| 2009-07-01 | 55.1970920314838 |
| 2009-08-01 | 54.7607188781612 |
| 2009-09-01 | 54.1330819555217 |
| 2009-10-01 | 54.6772061816473 |
| 2009-11-01 | 54.9927279807634 |
| 2009-12-01 | 55.2552198630919 |
| 2010-01-01 | 55.8413352649957 |
| 2010-02-01 | 55.6881661238766 |
| 2010-03-01 | 55.7678165766321 |
| 2010-04-01 | 56.1963516759142 |
| 2010-05-01 | 55.9338716464059 |
| 2010-06-01 | 55.8010575610295 |
| 2010-07-01 | 55.8347140760149 |
| 2010-08-01 | 55.4261258845008 |
| 2010-09-01 | 55.4435425568630 |
| 2010-10-01 | 55.8101715925329 |
| 2010-11-01 | 55.4014584497510 |
| 2010-12-01 | 55.3262563460919 |
| 2011-01-01 | 55.0355349553807 |
| 2011-02-01 | 54.4556704444528 |
| 2011-03-01 | 54.9474331008040 |
| 2011-04-01 | 54.6118727032330 |
| 2011-05-01 | 54.6216054908928 |
| 2011-06-01 | 54.4508266215531 |
| 2011-07-01 | 54.9983250491976 |
| 2011-08-01 | 54.9788164185447 |
| 2011-09-01 | 55.8436255892645 |
| 2011-10-01 | 55.5930725115687 |
| 2011-11-01 | 55.3588551269685 |
| 2011-12-01 | 55.8455556957392 |
| 2012-01-01 | 55.4285927496728 |
| 2012-02-01 | 56.4219389922242 |
| 2012-03-01 | 56.1938217573240 |
| 2012-04-01 | 56.8211748397661 |
| 2012-05-01 | 56.9328467584646 |
| 2012-06-01 | 57.3999431185551 |
| 2012-07-01 | 57.2527647501101 |
| 2012-08-01 | 57.7406978250773 |
| 2012-09-01 | 57.5458490363079 |
| 2012-10-01 | 57.4046599278468 |
| 2012-11-01 | 57.8750191971082 |
| 2012-12-01 | 57.8035031637271 |
| 2013-01-01 | 57.9045007199012 |
| 2013-02-01 | 57.9396142709454 |
| 2013-03-01 | 58.3506238961756 |
| 2013-04-01 | 57.9961926195759 |
| 2013-05-01 | 58.2133220832127 |
| 2013-06-01 | 58.4198360844066 |
| 2013-07-01 | 58.7612142593038 |
| 2013-08-01 | 58.9265759348530 |
| 2013-09-01 | 58.8374955030512 |
| 2013-10-01 | 58.7508908029796 |
| 2013-11-01 | 58.8866806417064 |
| 2013-12-01 | 58.5238865083887 |
| 2014-01-01 | 58.9163051365569 |
| 2014-02-01 | 58.9320220784578 |
| 2014-03-01 | 59.1785397829204 |
| 2014-04-01 | 59.1650811285355 |
| 2014-05-01 | 59.5226518567889 |
| 2014-06-01 | 59.7259165578657 |
| 2014-07-01 | 59.1907215577224 |
| 2014-08-01 | 58.9378392715905 |
| 2014-09-01 | 58.9255660366727 |
| 2014-10-01 | 60.2051908873892 |
| 2014-11-01 | 60.3032937926873 |
| 2014-12-01 | 60.4850728393204 |
| 2015-01-01 | 61.8323838753864 |
| 2015-02-01 | 60.6011322841916 |
| 2015-03-01 | 60.6182432648230 |
| 2015-04-01 | 60.9349991061093 |
| 2015-05-01 | 60.8738791299003 |
| 2015-06-01 | 60.4134647631183 |
| 2015-07-01 | 60.8666275032366 |
| 2015-08-01 | 60.4571559689961 |
| 2015-09-01 | 59.6146755025052 |
| 2015-10-01 | 59.9489630783826 |
| 2015-11-01 | 59.6761576609881 |
| 2015-12-01 | 59.7638188610513 |
| 2016-01-01 | 60.1932003245068 |
| 2016-02-01 | 59.7796101986101 |
| 2016-03-01 | 59.5370755946798 |
| 2016-04-01 | 59.6414816428636 |
| 2016-05-01 | 59.4701575633345 |
| 2016-06-01 | 59.5448282133647 |
| 2016-07-01 | 59.5328645209994 |
| 2016-08-01 | 59.3325133879623 |
| 2016-09-01 | 59.8158543616022 |
| 2016-10-01 | 59.8758662624439 |
| 2016-11-01 | 59.9268565127406 |
| 2016-12-01 | 59.9886962677482 |
| 2017-01-01 | 60.1553923062150 |
| 2017-02-01 | 60.8727756944012 |
| 2017-03-01 | 61.7630224735115 |
| 2017-04-01 | 61.2815536722895 |
| 2017-05-01 | 61.3167081973072 |
| 2017-06-01 | 61.4676495885983 |
| 2017-07-01 | 60.8251169347580 |
| 2017-08-01 | 61.2732952063810 |
| 2017-09-01 | 61.3105450252656 |
| 2017-10-01 | 61.3022187166071 |
| 2017-11-01 | 61.2276425215047 |
| 2017-12-01 | 61.6124671682345 |
| 2018-01-01 | 61.0273036508366 |
| 2018-02-01 | 61.4876150612826 |
| 2018-03-01 | 62.0544555994494 |
| 2018-04-01 | 60.8229517270199 |
| 2018-05-01 | 61.0807043708458 |
| 2018-06-01 | 62.1150497147169 |
| 2018-07-01 | 62.1258244103684 |
| 2018-08-01 | 62.4128538397070 |
| 2018-09-01 | 62.4238314589304 |
| 2018-10-01 | 62.3178856892853 |
| 2018-11-01 | 62.9185423421679 |
| 2018-12-01 | 62.6548601716731 |
| 2019-01-01 | 62.4366087246259 |
| 2019-02-01 | 62.7291069116477 |
| 2019-03-01 | 62.8304868583612 |
| 2019-04-01 | 62.6353963992788 |
| 2019-05-01 | 63.0319948864948 |
| 2019-06-01 | 62.8889156025456 |
| 2019-07-01 | 63.3537387413549 |
| 2019-08-01 | 63.5081617098533 |
| 2019-09-01 | 63.1224667481691 |
| 2019-10-01 | 63.4254613550160 |
| 2019-11-01 | 63.2940948765176 |
| 2019-12-01 | 63.2466709377760 |
| 2020-01-01 | 63.0201154005018 |
| 2020-02-01 | 62.6580684151323 |
| 2020-03-01 | 62.6739634806453 |
| 2020-04-01 | 57.2015712138077 |
| 2020-05-01 | 57.4320291228377 |
| 2020-06-01 | 57.9063605090171 |
| 2020-07-01 | 58.2074421511317 |
| 2020-08-01 | 58.5756443192275 |
| 2020-09-01 | 58.7216897663131 |
| 2020-10-01 | 58.8188015711543 |
| 2020-11-01 | 58.9950010795294 |
| 2020-12-01 | 59.3770223262360 |
| 2021-01-01 | 60.5450549308919 |
| 2021-02-01 | 59.5636933258890 |
| 2021-03-01 | 60.5061200312781 |
| 2021-04-01 | 61.0292251592211 |
| 2021-05-01 | 60.8982289281438 |
| 2021-06-01 | 61.4403370547277 |
| 2021-07-01 | 61.2164731628385 |
| 2021-08-01 | 61.1936172792542 |
| 2021-09-01 | 61.1905701972711 |
| 2021-10-01 | 61.8144945279879 |
| 2021-11-01 | 62.2967454698593 |
| 2021-12-01 | 62.8231903407567 |
| 2022-01-01 | 63.2877636578988 |
| 2022-02-01 | 63.2413568335190 |
| 2022-03-01 | 63.5320306816580 |
| 2022-04-01 | 64.0325348879194 |
| 2022-05-01 | 64.2262198086535 |
| 2022-06-01 | 64.4647770798310 |
| 2022-07-01 | 65.5647871478079 |
| 2022-08-01 | 65.3261065195227 |
| 2022-09-01 | 65.8760984500395 |
| 2022-10-01 | 65.9302520716928 |
| 2022-11-01 | 66.3814065115532 |
| 2022-12-01 | 65.7357482745887 |
| 2023-01-01 | 65.6437490600966 |
| 2023-02-01 | 65.7088332930437 |
| 2023-03-01 | 65.7735110962325 |
| 2023-04-01 | 65.3596204129182 |
| 2023-05-01 | 65.4525774093449 |
| 2023-06-01 | 65.6081382386564 |
| 2023-07-01 | 64.8926570139050 |
| 2023-08-01 | 64.6128393739747 |
| 2023-09-01 | 64.7671115938739 |
| 2023-10-01 | 64.5645714388124 |
| 2023-11-01 | 64.1356168282818 |
| 2023-12-01 | 64.0281177987817 |
| 2024-01-01 | 64.3458612119979 |
| 2024-02-01 | 64.4792143025256 |
| 2024-03-01 | 64.3214043488169 |
| 2024-04-01 | 64.2334913060935 |
| 2024-05-01 | 63.9799364260223 |
| 2024-06-01 | 62.6396579206321 |
| 2024-07-01 | 63.3805669853207 |
| 2024-08-01 | 63.7609214909102 |
| 2024-09-01 | 63.7825180907453 |
| 2024-10-01 | 63.8960835537478 |
| 2024-11-01 | 63.7885131705501 |
| 2024-12-01 | 63.9085612445842 |
| 2025-01-01 | 63.6538728605050 |
| 2025-02-01 | 63.2532973081458 |
| 2025-03-01 | 63.2931441761170 |
| 2025-04-01 | 63.5371411712886 |
| 2025-05-01 | 63.5387117857075 |
| 2025-06-01 | 63.4691742188393 |
| 2025-07-01 | 63.2269649970786 |
| 2025-08-01 | 62.5594452884322 |
| 2025-09-01 | 62.9996538308905 |
| 2025-10-01 | 62.8186267676391 |
| 2025-11-01 | 63.3612505042134 |
| 2025-12-01 | 63.5822509380583 |
| 2026-01-01 | 63.0648623286427 |
| 2026-02-01 | 63.3482980179762 |