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 2026-09-01 |
| Last Updated | 2026-10-20 9:53 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 | 35.9458776104 |
| 1990-02-01 | 35.6201397110 |
| 1990-03-01 | 36.0821120562 |
| 1990-04-01 | 36.6369366106 |
| 1990-05-01 | 36.8808787959 |
| 1990-06-01 | 36.6970492194 |
| 1990-07-01 | 36.8105663821 |
| 1990-08-01 | 36.7861664592 |
| 1990-09-01 | 37.4177830540 |
| 1990-10-01 | 36.2546670504 |
| 1990-11-01 | 36.1592960544 |
| 1990-12-01 | 36.6680398605 |
| 1991-01-01 | 36.9657107621 |
| 1991-02-01 | 37.5394999051 |
| 1991-03-01 | 38.2917236738 |
| 1991-04-01 | 38.5467023231 |
| 1991-05-01 | 38.6941148344 |
| 1991-06-01 | 39.0948014692 |
| 1991-07-01 | 38.0283905332 |
| 1991-08-01 | 38.9667353310 |
| 1991-09-01 | 38.7065844239 |
| 1991-10-01 | 39.2175747075 |
| 1991-11-01 | 39.1093716228 |
| 1991-12-01 | 39.2083685735 |
| 1992-01-01 | 39.3640448719 |
| 1992-02-01 | 39.3727066525 |
| 1992-03-01 | 38.7968753296 |
| 1992-04-01 | 38.7920255000 |
| 1992-05-01 | 38.9178519604 |
| 1992-06-01 | 38.7570581519 |
| 1992-07-01 | 39.2832864021 |
| 1992-08-01 | 39.2273812813 |
| 1992-09-01 | 39.7631450934 |
| 1992-10-01 | 39.6744392001 |
| 1992-11-01 | 40.0345787251 |
| 1992-12-01 | 39.7094533035 |
| 1993-01-01 | 40.2060059142 |
| 1993-02-01 | 40.6664330601 |
| 1993-03-01 | 41.1285351909 |
| 1993-04-01 | 40.2482916520 |
| 1993-05-01 | 40.1850286578 |
| 1993-06-01 | 40.5077950929 |
| 1993-07-01 | 40.6509874789 |
| 1993-08-01 | 40.2543378009 |
| 1993-09-01 | 40.4683402488 |
| 1993-10-01 | 40.7768446161 |
| 1993-11-01 | 40.7821287495 |
| 1993-12-01 | 41.5059236741 |
| 1994-01-01 | 41.0953036877 |
| 1994-02-01 | 40.7767430788 |
| 1994-03-01 | 41.1640720521 |
| 1994-04-01 | 41.8014473331 |
| 1994-05-01 | 41.9006678994 |
| 1994-06-01 | 42.1277337844 |
| 1994-07-01 | 42.4857989151 |
| 1994-08-01 | 42.9873669407 |
| 1994-09-01 | 42.7534100396 |
| 1994-10-01 | 43.7266593387 |
| 1994-11-01 | 44.0203057388 |
| 1994-12-01 | 44.8044556545 |
| 1995-01-01 | 43.7495179770 |
| 1995-02-01 | 44.0180207143 |
| 1995-03-01 | 44.7147397108 |
| 1995-04-01 | 43.9165785380 |
| 1995-05-01 | 43.7192118718 |
| 1995-06-01 | 44.0504881704 |
| 1995-07-01 | 43.5745737999 |
| 1995-08-01 | 44.1409595594 |
| 1995-09-01 | 44.1830537044 |
| 1995-10-01 | 44.0193744018 |
| 1995-11-01 | 44.3179951238 |
| 1995-12-01 | 44.5372054142 |
| 1996-01-01 | 43.7655533775 |
| 1996-02-01 | 44.3430429144 |
| 1996-03-01 | 44.7343190429 |
| 1996-04-01 | 44.7068532528 |
| 1996-05-01 | 45.0261424111 |
| 1996-06-01 | 45.1473796712 |
| 1996-07-01 | 44.8982270249 |
| 1996-08-01 | 45.4532322883 |
| 1996-09-01 | 45.5504593459 |
| 1996-10-01 | 45.2515759149 |
| 1996-11-01 | 45.2659252630 |
| 1996-12-01 | 45.3094654525 |
| 1997-01-01 | 45.4118909675 |
| 1997-02-01 | 45.8472558510 |
| 1997-03-01 | 45.7447899905 |
| 1997-04-01 | 46.4382816522 |
| 1997-05-01 | 46.9216206037 |
| 1997-06-01 | 47.0573809801 |
| 1997-07-01 | 48.1018554579 |
| 1997-08-01 | 48.3134445697 |
| 1997-09-01 | 48.9080279600 |
| 1997-10-01 | 48.8618862493 |
| 1997-11-01 | 49.0743085223 |
| 1997-12-01 | 49.0326460642 |
| 1998-01-01 | 50.8308564429 |
| 1998-02-01 | 51.7937416502 |
| 1998-03-01 | 52.1468761329 |
| 1998-04-01 | 52.2151066374 |
| 1998-05-01 | 52.8932143806 |
| 1998-06-01 | 52.6626278147 |
| 1998-07-01 | 52.4867104569 |
| 1998-08-01 | 52.2021276590 |
| 1998-09-01 | 52.2336286871 |
| 1998-10-01 | 53.5740139852 |
| 1998-11-01 | 52.8635295897 |
| 1998-12-01 | 53.5519913889 |
| 1999-01-01 | 52.4235547916 |
| 1999-02-01 | 51.0867070466 |
| 1999-03-01 | 50.7170630148 |
| 1999-04-01 | 52.2643240995 |
| 1999-05-01 | 52.0039476513 |
| 1999-06-01 | 51.9764887160 |
| 1999-07-01 | 52.2859378185 |
| 1999-08-01 | 51.6886387077 |
| 1999-09-01 | 52.1391858292 |
| 1999-10-01 | 51.2372984860 |
| 1999-11-01 | 51.3868258151 |
| 1999-12-01 | 51.4465661860 |
| 2000-01-01 | 51.7796873395 |
| 2000-02-01 | 51.8056599038 |
| 2000-03-01 | 52.4440594050 |
| 2000-04-01 | 53.5430870255 |
| 2000-05-01 | 53.4069685415 |
| 2000-06-01 | 53.6532252131 |
| 2000-07-01 | 54.0700849664 |
| 2000-08-01 | 54.6579020634 |
| 2000-09-01 | 54.8086440460 |
| 2000-10-01 | 55.8014683905 |
| 2000-11-01 | 55.8798835516 |
| 2000-12-01 | 55.0245641220 |
| 2001-01-01 | 55.4971000611 |
| 2001-02-01 | 56.1476853478 |
| 2001-03-01 | 56.3235050345 |
| 2001-04-01 | 56.8586919485 |
| 2001-05-01 | 56.5442112321 |
| 2001-06-01 | 57.0211187388 |
| 2001-07-01 | 56.9644095853 |
| 2001-08-01 | 55.8362019630 |
| 2001-09-01 | 54.8459738734 |
| 2001-10-01 | 53.9920917738 |
| 2001-11-01 | 54.1394663149 |
| 2001-12-01 | 54.0045872467 |
| 2002-01-01 | 53.2814409093 |
| 2002-02-01 | 53.0128192107 |
| 2002-03-01 | 52.7047784363 |
| 2002-04-01 | 52.5172602837 |
| 2002-05-01 | 52.9306128960 |
| 2002-06-01 | 52.3756127251 |
| 2002-07-01 | 51.3571498404 |
| 2002-08-01 | 51.4322060675 |
| 2002-09-01 | 51.1954405926 |
| 2002-10-01 | 50.6897493858 |
| 2002-11-01 | 50.3903227466 |
| 2002-12-01 | 50.3780380533 |
| 2003-01-01 | 50.2525090681 |
| 2003-02-01 | 49.7628771294 |
| 2003-03-01 | 49.2738560076 |
| 2003-04-01 | 48.7505635679 |
| 2003-05-01 | 48.6051121168 |
| 2003-06-01 | 48.3390906013 |
| 2003-07-01 | 48.9821455792 |
| 2003-08-01 | 49.5311521608 |
| 2003-09-01 | 49.7752286327 |
| 2003-10-01 | 50.4615290833 |
| 2003-11-01 | 50.7288197764 |
| 2003-12-01 | 50.5441653256 |
| 2004-01-01 | 52.4146754588 |
| 2004-02-01 | 52.8830102722 |
| 2004-03-01 | 52.2699721583 |
| 2004-04-01 | 52.5271926534 |
| 2004-05-01 | 51.7930781704 |
| 2004-06-01 | 52.5985807759 |
| 2004-07-01 | 53.8404483815 |
| 2004-08-01 | 54.1909312276 |
| 2004-09-01 | 55.1051339019 |
| 2004-10-01 | 56.3324905952 |
| 2004-11-01 | 56.5417901849 |
| 2004-12-01 | 57.1218647909 |
| 2005-01-01 | 57.9309144493 |
| 2005-02-01 | 58.7035642546 |
| 2005-03-01 | 58.9975669507 |
| 2005-04-01 | 59.7090759713 |
| 2005-05-01 | 59.8795678177 |
| 2005-06-01 | 60.1033291297 |
| 2005-07-01 | 60.4613368831 |
| 2005-08-01 | 60.3938822711 |
| 2005-09-01 | 61.3373133282 |
| 2005-10-01 | 60.6647518266 |
| 2005-11-01 | 61.3318131910 |
| 2005-12-01 | 61.4805087814 |
| 2006-01-01 | 61.5401272370 |
| 2006-02-01 | 61.7069442739 |
| 2006-03-01 | 61.7895661199 |
| 2006-04-01 | 61.5699756017 |
| 2006-05-01 | 61.8954613180 |
| 2006-06-01 | 62.1263432365 |
| 2006-07-01 | 61.8014584957 |
| 2006-08-01 | 62.1663834751 |
| 2006-09-01 | 62.0009448178 |
| 2006-10-01 | 61.5030480824 |
| 2006-11-01 | 61.5073109931 |
| 2006-12-01 | 60.9140009239 |
| 2007-01-01 | 61.9820323517 |
| 2007-02-01 | 62.0779652039 |
| 2007-03-01 | 62.4260286871 |
| 2007-04-01 | 62.6216080656 |
| 2007-05-01 | 63.1174191585 |
| 2007-06-01 | 63.0013977424 |
| 2007-07-01 | 63.0019192485 |
| 2007-08-01 | 63.6261862063 |
| 2007-09-01 | 62.8855147866 |
| 2007-10-01 | 63.1199895860 |
| 2007-11-01 | 63.0044008618 |
| 2007-12-01 | 62.8251732483 |
| 2008-01-01 | 65.3140921294 |
| 2008-02-01 | 65.3933032887 |
| 2008-03-01 | 65.3903394473 |
| 2008-04-01 | 65.0594411010 |
| 2008-05-01 | 64.8440159719 |
| 2008-06-01 | 64.5028538439 |
| 2008-07-01 | 64.1163253804 |
| 2008-08-01 | 64.0970046926 |
| 2008-09-01 | 63.9093961148 |
| 2008-10-01 | 62.7937147797 |
| 2008-11-01 | 62.1334026852 |
| 2008-12-01 | 61.0713140966 |
| 2009-01-01 | 59.4249575348 |
| 2009-02-01 | 58.5946817695 |
| 2009-03-01 | 57.5824405186 |
| 2009-04-01 | 56.0773647074 |
| 2009-05-01 | 55.8584533584 |
| 2009-06-01 | 55.8118172869 |
| 2009-07-01 | 55.1970499588 |
| 2009-08-01 | 54.7606480141 |
| 2009-09-01 | 54.1331521452 |
| 2009-10-01 | 54.6770686534 |
| 2009-11-01 | 54.9926131655 |
| 2009-12-01 | 55.2550678339 |
| 2010-01-01 | 55.8415658494 |
| 2010-02-01 | 55.6882819026 |
| 2010-03-01 | 55.7678677603 |
| 2010-04-01 | 56.1963709276 |
| 2010-05-01 | 55.9338794177 |
| 2010-06-01 | 55.8010390594 |
| 2010-07-01 | 55.8346757953 |
| 2010-08-01 | 55.4260741496 |
| 2010-09-01 | 55.4435940024 |
| 2010-10-01 | 55.8100666691 |
| 2010-11-01 | 55.4013838633 |
| 2010-12-01 | 55.3261706298 |
| 2011-01-01 | 55.0357202375 |
| 2011-02-01 | 54.4557431890 |
| 2011-03-01 | 54.9474556409 |
| 2011-04-01 | 54.6118774355 |
| 2011-05-01 | 54.6216017912 |
| 2011-06-01 | 54.4508073883 |
| 2011-07-01 | 54.9982966259 |
| 2011-08-01 | 54.9787876008 |
| 2011-09-01 | 55.8436527359 |
| 2011-10-01 | 55.5930012654 |
| 2011-11-01 | 55.3588259937 |
| 2011-12-01 | 55.8455329376 |
| 2012-01-01 | 55.4286970408 |
| 2012-02-01 | 56.4219813803 |
| 2012-03-01 | 56.1938245178 |
| 2012-04-01 | 56.8211695333 |
| 2012-05-01 | 56.9328356542 |
| 2012-06-01 | 57.3999369106 |
| 2012-07-01 | 57.2527510523 |
| 2012-08-01 | 57.7406871726 |
| 2012-09-01 | 57.5458494422 |
| 2012-10-01 | 57.4046281263 |
| 2012-11-01 | 57.8750108689 |
| 2012-12-01 | 57.8034914943 |
| 2013-01-01 | 57.9045640906 |
| 2013-02-01 | 57.9396338828 |
| 2013-03-01 | 58.3506150868 |
| 2013-04-01 | 57.9961835361 |
| 2013-05-01 | 58.2133122286 |
| 2013-06-01 | 58.4198452928 |
| 2013-07-01 | 58.7612122839 |
| 2013-08-01 | 58.9265743919 |
| 2013-09-01 | 58.8374962379 |
| 2013-10-01 | 58.7508770543 |
| 2013-11-01 | 58.8866753025 |
| 2013-12-01 | 58.5238780784 |
| 2014-01-01 | 58.9163143110 |
| 2014-02-01 | 58.9320286732 |
| 2014-03-01 | 59.1785304241 |
| 2014-04-01 | 59.1650804243 |
| 2014-05-01 | 59.5226543483 |
| 2014-06-01 | 59.7259428829 |
| 2014-07-01 | 59.1907387596 |
| 2014-08-01 | 58.9378398674 |
| 2014-09-01 | 58.9255601960 |
| 2014-10-01 | 60.2051807611 |
| 2014-11-01 | 60.3032791572 |
| 2014-12-01 | 60.4850635184 |
| 2015-01-01 | 61.8323353873 |
| 2015-02-01 | 60.6011444064 |
| 2015-03-01 | 60.6182377501 |
| 2015-04-01 | 60.9350026412 |
| 2015-05-01 | 60.8739259720 |
| 2015-06-01 | 60.4134953887 |
| 2015-07-01 | 60.8666518769 |
| 2015-08-01 | 60.4571604047 |
| 2015-09-01 | 59.6146958268 |
| 2015-10-01 | 59.9490015596 |
| 2015-11-01 | 59.6760333460 |
| 2015-12-01 | 59.7638355870 |
| 2016-01-01 | 60.1930805515 |
| 2016-02-01 | 59.7795786669 |
| 2016-03-01 | 59.5370196789 |
| 2016-04-01 | 59.6414862676 |
| 2016-05-01 | 59.4703027918 |
| 2016-06-01 | 59.5449618475 |
| 2016-07-01 | 59.5330141129 |
| 2016-08-01 | 59.3324095214 |
| 2016-09-01 | 59.8159522675 |
| 2016-10-01 | 59.8759659594 |
| 2016-11-01 | 59.9266057264 |
| 2016-12-01 | 59.9886748602 |
| 2017-01-01 | 60.1551251756 |
| 2017-02-01 | 60.8725647024 |
| 2017-03-01 | 61.7628354524 |
| 2017-04-01 | 61.2815076484 |
| 2017-05-01 | 61.3170687679 |
| 2017-06-01 | 61.4680945416 |
| 2017-07-01 | 60.8256258398 |
| 2017-08-01 | 61.2732572085 |
| 2017-09-01 | 61.3107611946 |
| 2017-10-01 | 61.3023108736 |
| 2017-11-01 | 61.2271750107 |
| 2017-12-01 | 61.6121929097 |
| 2018-01-01 | 61.0265054687 |
| 2018-02-01 | 61.4869169305 |
| 2018-03-01 | 62.0539875289 |
| 2018-04-01 | 60.8225251313 |
| 2018-05-01 | 61.0807859571 |
| 2018-06-01 | 62.1189035083 |
| 2018-07-01 | 62.1262607429 |
| 2018-08-01 | 62.4125239734 |
| 2018-09-01 | 62.4246202665 |
| 2018-10-01 | 62.3174551742 |
| 2018-11-01 | 62.9173468758 |
| 2018-12-01 | 62.6537852669 |
| 2019-01-01 | 62.4349684781 |
| 2019-02-01 | 62.7275379032 |
| 2019-03-01 | 62.8294355478 |
| 2019-04-01 | 62.6346742728 |
| 2019-05-01 | 63.0326492209 |
| 2019-06-01 | 62.8975120868 |
| 2019-07-01 | 63.3539984194 |
| 2019-08-01 | 63.5082098064 |
| 2019-09-01 | 63.1242460810 |
| 2019-10-01 | 63.4253607785 |
| 2019-11-01 | 63.2876778327 |
| 2019-12-01 | 63.2456817063 |
| 2020-01-01 | 63.0176954471 |
| 2020-02-01 | 62.6555825482 |
| 2020-03-01 | 62.6720622976 |
| 2020-04-01 | 57.1997425772 |
| 2020-05-01 | 57.4312084662 |
| 2020-06-01 | 57.9286682097 |
| 2020-07-01 | 58.2054292881 |
| 2020-08-01 | 58.5749155267 |
| 2020-09-01 | 58.7239290562 |
| 2020-10-01 | 58.8183245987 |
| 2020-11-01 | 58.9820354735 |
| 2020-12-01 | 59.3748130967 |
| 2021-01-01 | 60.5412855278 |
| 2021-02-01 | 59.5601978193 |
| 2021-03-01 | 60.5039318558 |
| 2021-04-01 | 61.0277608355 |
| 2021-05-01 | 60.8979460355 |
| 2021-06-01 | 61.4787762195 |
| 2021-07-01 | 61.2139541803 |
| 2021-08-01 | 61.1918309094 |
| 2021-09-01 | 61.1905519136 |
| 2021-10-01 | 61.8109952735 |
| 2021-11-01 | 62.2744240457 |
| 2021-12-01 | 62.8174971591 |
| 2022-01-01 | 63.2816104169 |
| 2022-02-01 | 63.2374931960 |
| 2022-03-01 | 63.5317963235 |
| 2022-04-01 | 64.0348989490 |
| 2022-05-01 | 64.2301570523 |
| 2022-06-01 | 64.5223516861 |
| 2022-07-01 | 65.5645646616 |
| 2022-08-01 | 65.3204086392 |
| 2022-09-01 | 65.8702942931 |
| 2022-10-01 | 65.9180275220 |
| 2022-11-01 | 66.3503844495 |
| 2022-12-01 | 65.7219298791 |
| 2023-01-01 | 65.6314929017 |
| 2023-02-01 | 65.7006583969 |
| 2023-03-01 | 65.7874635845 |
| 2023-04-01 | 65.3681816997 |
| 2023-05-01 | 65.4651996971 |
| 2023-06-01 | 65.6863775705 |
| 2023-07-01 | 64.9027214496 |
| 2023-08-01 | 64.6013088462 |
| 2023-09-01 | 64.7473307670 |
| 2023-10-01 | 64.5359440865 |
| 2023-11-01 | 64.0917847309 |
| 2023-12-01 | 64.0022270302 |
| 2024-01-01 | 64.3268196539 |
| 2024-02-01 | 64.4697106895 |
| 2024-03-01 | 64.3556037073 |
| 2024-04-01 | 64.2547788116 |
| 2024-05-01 | 64.0084122789 |
| 2024-06-01 | 62.7446236537 |
| 2024-07-01 | 63.3847674667 |
| 2024-08-01 | 63.7344506736 |
| 2024-09-01 | 63.7577825318 |
| 2024-10-01 | 63.8480111502 |
| 2024-11-01 | 63.7359847936 |
| 2024-12-01 | 63.8694704474 |
| 2025-01-01 | 63.6273140987 |
| 2025-02-01 | 63.2410005940 |
| 2025-03-01 | 63.3523772183 |
| 2025-04-01 | 63.5694169854 |
| 2025-05-01 | 63.5839406762 |
| 2025-06-01 | 63.5989104217 |
| 2025-07-01 | 63.2231191554 |
| 2025-08-01 | 62.5141796630 |
| 2025-09-01 | 62.9745037675 |
| 2025-10-01 | 62.7517600082 |
| 2025-11-01 | 63.3011010026 |
| 2025-12-01 | 63.5315301534 |
| 2026-01-01 | 63.0339049315 |
| 2026-02-01 | 63.3377866664 |
| 2026-03-01 | 63.1639725534 |
| 2026-04-01 | 63.1820811500 |
| 2026-05-01 | 62.6835592624 |
| 2026-06-01 | 63.5191705845 |
| 2026-07-01 | 64.4206044824 |
| 2026-08-01 | 64.3878859271 |
| 2026-09-01 | 64.5075920290 |