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 2026-05-01 |
| Last Updated | 2026-06-24 9:42 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 | 35.9458776593600 |
| 1990-02-01 | 35.6201393763718 |
| 1990-03-01 | 36.0821121957440 |
| 1990-04-01 | 36.6369366905793 |
| 1990-05-01 | 36.8808788487892 |
| 1990-06-01 | 36.6970491577321 |
| 1990-07-01 | 36.8105660337533 |
| 1990-08-01 | 36.7861661116800 |
| 1990-09-01 | 37.4177822393070 |
| 1990-10-01 | 36.2546666070553 |
| 1990-11-01 | 36.1592958489975 |
| 1990-12-01 | 36.6680419084275 |
| 1991-01-01 | 36.9657109339311 |
| 1991-02-01 | 37.5394996623773 |
| 1991-03-01 | 38.2917239966970 |
| 1991-04-01 | 38.5467025059560 |
| 1991-05-01 | 38.6941148970015 |
| 1991-06-01 | 39.0948013464049 |
| 1991-07-01 | 38.0283900895984 |
| 1991-08-01 | 38.9667348980227 |
| 1991-09-01 | 38.7065830580905 |
| 1991-10-01 | 39.2175739953243 |
| 1991-11-01 | 39.1093713282032 |
| 1991-12-01 | 39.2083711869968 |
| 1992-01-01 | 39.3640451794139 |
| 1992-02-01 | 39.3727063337424 |
| 1992-03-01 | 38.7968771441517 |
| 1992-04-01 | 38.7920253178418 |
| 1992-05-01 | 38.9178517155804 |
| 1992-06-01 | 38.7570579240225 |
| 1992-07-01 | 39.2832857323870 |
| 1992-08-01 | 39.2273804127374 |
| 1992-09-01 | 39.7631431325996 |
| 1992-10-01 | 39.6744380748236 |
| 1992-11-01 | 40.0345777430595 |
| 1992-12-01 | 39.7094554277091 |
| 1993-01-01 | 40.2060103148848 |
| 1993-02-01 | 40.6664318323614 |
| 1993-03-01 | 41.1285380144169 |
| 1993-04-01 | 40.2482910494849 |
| 1993-05-01 | 40.1850280597373 |
| 1993-06-01 | 40.5077943754801 |
| 1993-07-01 | 40.6509861896922 |
| 1993-08-01 | 40.2543361034437 |
| 1993-09-01 | 40.4683371896712 |
| 1993-10-01 | 40.7768427601165 |
| 1993-11-01 | 40.7821272244046 |
| 1993-12-01 | 41.5059261525708 |
| 1994-01-01 | 41.0953136480177 |
| 1994-02-01 | 40.7767423070203 |
| 1994-03-01 | 41.1640765102266 |
| 1994-04-01 | 41.8014458042410 |
| 1994-05-01 | 41.9006656041148 |
| 1994-06-01 | 42.1277310111918 |
| 1994-07-01 | 42.4857956608254 |
| 1994-08-01 | 42.9873634059131 |
| 1994-09-01 | 42.7534057152359 |
| 1994-10-01 | 43.7266569899981 |
| 1994-11-01 | 44.0203046906058 |
| 1994-12-01 | 44.8044595629049 |
| 1995-01-01 | 43.7495365613132 |
| 1995-02-01 | 44.0180233184932 |
| 1995-03-01 | 44.7147452793244 |
| 1995-04-01 | 43.9165751450764 |
| 1995-05-01 | 43.7192053268905 |
| 1995-06-01 | 44.0504805210707 |
| 1995-07-01 | 43.5745667521887 |
| 1995-08-01 | 44.1409533381860 |
| 1995-09-01 | 44.1830468415694 |
| 1995-10-01 | 44.0193731431044 |
| 1995-11-01 | 44.3179962738439 |
| 1995-12-01 | 44.5372130425394 |
| 1996-01-01 | 43.7655789637762 |
| 1996-02-01 | 44.3430556474576 |
| 1996-03-01 | 44.7343388075001 |
| 1996-04-01 | 44.7068337805596 |
| 1996-05-01 | 45.0261251010419 |
| 1996-06-01 | 45.1473652369011 |
| 1996-07-01 | 44.8982153924307 |
| 1996-08-01 | 45.4532228091194 |
| 1996-09-01 | 45.5504523714104 |
| 1996-10-01 | 45.2515778022113 |
| 1996-11-01 | 45.2659303038684 |
| 1996-12-01 | 45.3094772426854 |
| 1997-01-01 | 45.4119248187900 |
| 1997-02-01 | 45.8472808884020 |
| 1997-03-01 | 45.7448252561041 |
| 1997-04-01 | 46.4382366984890 |
| 1997-05-01 | 46.9215941656604 |
| 1997-06-01 | 47.0573600434218 |
| 1997-07-01 | 48.1018393619204 |
| 1997-08-01 | 48.3134327915577 |
| 1997-09-01 | 48.9080224527484 |
| 1997-10-01 | 48.8618924964509 |
| 1997-11-01 | 49.0743182940579 |
| 1997-12-01 | 49.0326623079305 |
| 1998-01-01 | 50.8308931649486 |
| 1998-02-01 | 51.7937783792554 |
| 1998-03-01 | 52.1469264123875 |
| 1998-04-01 | 52.2150361573756 |
| 1998-05-01 | 52.8931795643699 |
| 1998-06-01 | 52.6626026798063 |
| 1998-07-01 | 52.4866918634365 |
| 1998-08-01 | 52.2021154134290 |
| 1998-09-01 | 52.2336272300294 |
| 1998-10-01 | 53.5740240581466 |
| 1998-11-01 | 52.8635435059681 |
| 1998-12-01 | 53.5520103131584 |
| 1999-01-01 | 52.4235906253038 |
| 1999-02-01 | 51.0867481438657 |
| 1999-03-01 | 50.7171148745539 |
| 1999-04-01 | 52.2642429681075 |
| 1999-05-01 | 52.0039105015713 |
| 1999-06-01 | 51.9764643667486 |
| 1999-07-01 | 52.2859178243917 |
| 1999-08-01 | 51.6886288818317 |
| 1999-09-01 | 52.1391876323932 |
| 1999-10-01 | 51.2373109332206 |
| 1999-11-01 | 51.3868412688734 |
| 1999-12-01 | 51.4465847101503 |
| 2000-01-01 | 51.7797165134127 |
| 2000-02-01 | 51.8056991171068 |
| 2000-03-01 | 52.4441099687595 |
| 2000-04-01 | 53.5430063479142 |
| 2000-05-01 | 53.4069314145695 |
| 2000-06-01 | 53.6532055606241 |
| 2000-07-01 | 54.0700665866865 |
| 2000-08-01 | 54.6578959399323 |
| 2000-09-01 | 54.8086496971265 |
| 2000-10-01 | 55.8014806186709 |
| 2000-11-01 | 55.8798974364869 |
| 2000-12-01 | 55.0245800510251 |
| 2001-01-01 | 55.4971226415011 |
| 2001-02-01 | 56.1477144357722 |
| 2001-03-01 | 56.3235411460510 |
| 2001-04-01 | 56.8586274162758 |
| 2001-05-01 | 56.5441824162978 |
| 2001-06-01 | 57.0211059233894 |
| 2001-07-01 | 56.9643941945218 |
| 2001-08-01 | 55.8361998982773 |
| 2001-09-01 | 54.8459805929039 |
| 2001-10-01 | 53.9921023903804 |
| 2001-11-01 | 54.1394763826023 |
| 2001-12-01 | 54.0045992241717 |
| 2002-01-01 | 53.2814555986472 |
| 2002-02-01 | 53.0128361750010 |
| 2002-03-01 | 52.7047973949883 |
| 2002-04-01 | 52.5172213306699 |
| 2002-05-01 | 52.9305926140167 |
| 2002-06-01 | 52.3756051293601 |
| 2002-07-01 | 51.3571387697572 |
| 2002-08-01 | 51.4322065906331 |
| 2002-09-01 | 51.1954464904079 |
| 2002-10-01 | 50.6897580898520 |
| 2002-11-01 | 50.3903290548098 |
| 2002-12-01 | 50.3780472665665 |
| 2003-01-01 | 50.2525170719840 |
| 2003-02-01 | 49.7628828996334 |
| 2003-03-01 | 49.2738582218716 |
| 2003-04-01 | 48.7505499145543 |
| 2003-05-01 | 48.6050995597330 |
| 2003-06-01 | 48.3390863387936 |
| 2003-07-01 | 48.9821374035464 |
| 2003-08-01 | 49.5311540301004 |
| 2003-09-01 | 49.7752320348874 |
| 2003-10-01 | 50.4615374512757 |
| 2003-11-01 | 50.7288235567860 |
| 2003-12-01 | 50.5441731005085 |
| 2004-01-01 | 52.4146782882480 |
| 2004-02-01 | 52.8830099427766 |
| 2004-03-01 | 52.2699695981226 |
| 2004-04-01 | 52.5271892370977 |
| 2004-05-01 | 51.7930686470154 |
| 2004-06-01 | 52.5985768195038 |
| 2004-07-01 | 53.8404430440900 |
| 2004-08-01 | 54.1909331224077 |
| 2004-09-01 | 55.1051361567925 |
| 2004-10-01 | 56.3324995293349 |
| 2004-11-01 | 56.5417951411916 |
| 2004-12-01 | 57.1218775188590 |
| 2005-01-01 | 57.9309101912402 |
| 2005-02-01 | 58.7035591119832 |
| 2005-03-01 | 58.9975623128638 |
| 2005-04-01 | 59.7090724678567 |
| 2005-05-01 | 59.8795614190336 |
| 2005-06-01 | 60.1033249510072 |
| 2005-07-01 | 60.4613343510786 |
| 2005-08-01 | 60.3938852365580 |
| 2005-09-01 | 61.3373128939281 |
| 2005-10-01 | 60.6647633455227 |
| 2005-11-01 | 61.3318215837748 |
| 2005-12-01 | 61.4805261420949 |
| 2006-01-01 | 61.5401168500812 |
| 2006-02-01 | 61.7069351595819 |
| 2006-03-01 | 61.7895589421232 |
| 2006-04-01 | 61.5699707011838 |
| 2006-05-01 | 61.8954564853150 |
| 2006-06-01 | 62.1263390298754 |
| 2006-07-01 | 61.8014586768002 |
| 2006-08-01 | 62.1663880173341 |
| 2006-09-01 | 62.0009418794024 |
| 2006-10-01 | 61.5030615279634 |
| 2006-11-01 | 61.5073236602362 |
| 2006-12-01 | 60.9140226762681 |
| 2007-01-01 | 61.9820142220783 |
| 2007-02-01 | 62.0779532446710 |
| 2007-03-01 | 62.4260198633644 |
| 2007-04-01 | 62.6216026338134 |
| 2007-05-01 | 63.1174147417724 |
| 2007-06-01 | 63.0013955670728 |
| 2007-07-01 | 63.0019211673796 |
| 2007-08-01 | 63.6261925527797 |
| 2007-09-01 | 62.8855092178240 |
| 2007-10-01 | 63.1200044562552 |
| 2007-11-01 | 63.0044150225713 |
| 2007-12-01 | 62.8251946199857 |
| 2008-01-01 | 65.3140712474570 |
| 2008-02-01 | 65.3932899799897 |
| 2008-03-01 | 65.3903305355875 |
| 2008-04-01 | 65.0594360300891 |
| 2008-05-01 | 64.8440125351419 |
| 2008-06-01 | 64.5028534442705 |
| 2008-07-01 | 64.1163280515829 |
| 2008-08-01 | 64.0970113013417 |
| 2008-09-01 | 63.9093896961881 |
| 2008-10-01 | 62.7937285047717 |
| 2008-11-01 | 62.1334160974770 |
| 2008-12-01 | 61.0713340749166 |
| 2009-01-01 | 59.4249362597018 |
| 2009-02-01 | 58.5946683650883 |
| 2009-03-01 | 57.5824332054236 |
| 2009-04-01 | 56.0773611443065 |
| 2009-05-01 | 55.8584512465776 |
| 2009-06-01 | 55.8118181892555 |
| 2009-07-01 | 55.1970532332830 |
| 2009-08-01 | 54.7606536663394 |
| 2009-09-01 | 54.1331442874684 |
| 2009-10-01 | 54.6770808399428 |
| 2009-11-01 | 54.9926230387108 |
| 2009-12-01 | 55.2550812831480 |
| 2010-01-01 | 55.8415512773401 |
| 2010-02-01 | 55.6882706097438 |
| 2010-03-01 | 55.7678629289128 |
| 2010-04-01 | 56.1963694245484 |
| 2010-05-01 | 55.9338789996867 |
| 2010-06-01 | 55.8010405092082 |
| 2010-07-01 | 55.8346780457196 |
| 2010-08-01 | 55.4260768252363 |
| 2010-09-01 | 55.4435862863965 |
| 2010-10-01 | 55.8100748105799 |
| 2010-11-01 | 55.4013898091837 |
| 2010-12-01 | 55.3261783221277 |
| 2011-01-01 | 55.0357134972453 |
| 2011-02-01 | 54.4557363664960 |
| 2011-03-01 | 54.9474539065292 |
| 2011-04-01 | 54.6118776190399 |
| 2011-05-01 | 54.6216031070518 |
| 2011-06-01 | 54.4508095680114 |
| 2011-07-01 | 54.9982989266723 |
| 2011-08-01 | 54.9787818442291 |
| 2011-09-01 | 55.8436450977504 |
| 2011-10-01 | 55.5930049281789 |
| 2011-11-01 | 55.3588265787653 |
| 2011-12-01 | 55.8455345233550 |
| 2012-01-01 | 55.4287053611956 |
| 2012-02-01 | 56.4219792002609 |
| 2012-03-01 | 56.1938266096193 |
| 2012-04-01 | 56.8211717571806 |
| 2012-05-01 | 56.9328375111556 |
| 2012-06-01 | 57.3999413000928 |
| 2012-07-01 | 57.2527499304998 |
| 2012-08-01 | 57.7406704045261 |
| 2012-09-01 | 57.5458389220878 |
| 2012-10-01 | 57.4046249905922 |
| 2012-11-01 | 57.8750051788995 |
| 2012-12-01 | 57.8034881343562 |
| 2013-01-01 | 57.9046016328302 |
| 2013-02-01 | 57.9396355426556 |
| 2013-03-01 | 58.3506217078712 |
| 2013-04-01 | 57.9961882904736 |
| 2013-05-01 | 58.2133124387022 |
| 2013-06-01 | 58.4198475749500 |
| 2013-07-01 | 58.7612042412431 |
| 2013-08-01 | 58.9265456746857 |
| 2013-09-01 | 58.8374778597745 |
| 2013-10-01 | 58.7508670019184 |
| 2013-11-01 | 58.8866664275555 |
| 2013-12-01 | 58.5238735084248 |
| 2014-01-01 | 58.9163814660225 |
| 2014-02-01 | 58.9320313129517 |
| 2014-03-01 | 59.1785712589265 |
| 2014-04-01 | 59.1650768939114 |
| 2014-05-01 | 59.5226474094178 |
| 2014-06-01 | 59.7259458416059 |
| 2014-07-01 | 59.1906915031800 |
| 2014-08-01 | 58.9378041360715 |
| 2014-09-01 | 58.9255315413646 |
| 2014-10-01 | 60.2051607366119 |
| 2014-11-01 | 60.3032666518229 |
| 2014-12-01 | 60.4850607811604 |
| 2015-01-01 | 61.8324769478410 |
| 2015-02-01 | 60.6011519731070 |
| 2015-03-01 | 60.6183470581140 |
| 2015-04-01 | 60.9349555026238 |
| 2015-05-01 | 60.8738875263992 |
| 2015-06-01 | 60.4134798691585 |
| 2015-07-01 | 60.8665524112869 |
| 2015-08-01 | 60.4571064996951 |
| 2015-09-01 | 59.6146473185529 |
| 2015-10-01 | 59.9489662056268 |
| 2015-11-01 | 59.6760435670570 |
| 2015-12-01 | 59.7638626167068 |
| 2016-01-01 | 60.1933250915633 |
| 2016-02-01 | 59.7796429739787 |
| 2016-03-01 | 59.5372227353696 |
| 2016-04-01 | 59.6413748047390 |
| 2016-05-01 | 59.4701692977185 |
| 2016-06-01 | 59.5448504118354 |
| 2016-07-01 | 59.5328020520490 |
| 2016-08-01 | 59.3323672555009 |
| 2016-09-01 | 59.8158828035724 |
| 2016-10-01 | 59.8759357705802 |
| 2016-11-01 | 59.9266758324547 |
| 2016-12-01 | 59.9887700400806 |
| 2017-01-01 | 60.1555183087376 |
| 2017-02-01 | 60.8728064926851 |
| 2017-03-01 | 61.7632900454012 |
| 2017-04-01 | 61.2811471226507 |
| 2017-05-01 | 61.3166844693004 |
| 2017-06-01 | 61.4677409013039 |
| 2017-07-01 | 60.8251909082879 |
| 2017-08-01 | 61.2731490730759 |
| 2017-09-01 | 61.3107271165405 |
| 2017-10-01 | 61.3024432384489 |
| 2017-11-01 | 61.2274919510631 |
| 2017-12-01 | 61.6125645013444 |
| 2018-01-01 | 61.0271064632626 |
| 2018-02-01 | 61.4873333331315 |
| 2018-03-01 | 62.0546579567591 |
| 2018-04-01 | 60.8219529443427 |
| 2018-05-01 | 61.0802208295321 |
| 2018-06-01 | 62.1172647298348 |
| 2018-07-01 | 62.1255842264002 |
| 2018-08-01 | 62.4122622451877 |
| 2018-09-01 | 62.4250333892342 |
| 2018-10-01 | 62.3179317891529 |
| 2018-11-01 | 62.9182478088711 |
| 2018-12-01 | 62.6547733432390 |
| 2019-01-01 | 62.4358677764824 |
| 2019-02-01 | 62.7280697112461 |
| 2019-03-01 | 62.8302752916644 |
| 2019-04-01 | 62.6338500398802 |
| 2019-05-01 | 63.0313678344130 |
| 2019-06-01 | 62.8936410892479 |
| 2019-07-01 | 63.3541569755590 |
| 2019-08-01 | 63.5072241702233 |
| 2019-09-01 | 63.1243800889375 |
| 2019-10-01 | 63.4249698177065 |
| 2019-11-01 | 63.2940321893613 |
| 2019-12-01 | 63.2459719738332 |
| 2020-01-01 | 63.0182783922759 |
| 2020-02-01 | 62.6560281439822 |
| 2020-03-01 | 62.6728332798947 |
| 2020-04-01 | 57.1988281133206 |
| 2020-05-01 | 57.4297874124096 |
| 2020-06-01 | 57.9194752085740 |
| 2020-07-01 | 58.2072053837788 |
| 2020-08-01 | 58.5738740344639 |
| 2020-09-01 | 58.7245145619291 |
| 2020-10-01 | 58.8180709006750 |
| 2020-11-01 | 58.9950500006942 |
| 2020-12-01 | 59.3752614837556 |
| 2021-01-01 | 60.5414589971091 |
| 2021-02-01 | 59.5593587477349 |
| 2021-03-01 | 60.5026595376280 |
| 2021-04-01 | 61.0247018171998 |
| 2021-05-01 | 60.8948667236665 |
| 2021-06-01 | 61.4626059973969 |
| 2021-07-01 | 61.2182264911312 |
| 2021-08-01 | 61.1929532837433 |
| 2021-09-01 | 61.1943679137350 |
| 2021-10-01 | 61.8143769691066 |
| 2021-11-01 | 62.2969398276499 |
| 2021-12-01 | 62.8195420008180 |
| 2022-01-01 | 63.2805454843531 |
| 2022-02-01 | 63.2320286228220 |
| 2022-03-01 | 63.5233622243627 |
| 2022-04-01 | 64.0246819619783 |
| 2022-05-01 | 64.2219897731082 |
| 2022-06-01 | 64.4984651468932 |
| 2022-07-01 | 65.5713717272251 |
| 2022-08-01 | 65.3294191915282 |
| 2022-09-01 | 65.8836936879176 |
| 2022-10-01 | 65.9329328255914 |
| 2022-11-01 | 66.3823963942577 |
| 2022-12-01 | 65.7285155701622 |
| 2023-01-01 | 65.6301001055354 |
| 2023-02-01 | 65.6880279425263 |
| 2023-03-01 | 65.7623613565018 |
| 2023-04-01 | 65.3301389229152 |
| 2023-05-01 | 65.4598267810500 |
| 2023-06-01 | 65.6531640180973 |
| 2023-07-01 | 64.9076847493425 |
| 2023-08-01 | 64.6278638818299 |
| 2023-09-01 | 64.7811125524579 |
| 2023-10-01 | 64.5700522406912 |
| 2023-11-01 | 64.1360275964589 |
| 2023-12-01 | 64.0149003737840 |
| 2024-01-01 | 64.3226125282968 |
| 2024-02-01 | 64.4441400408186 |
| 2024-03-01 | 64.3086516444865 |
| 2024-04-01 | 64.1837648985338 |
| 2024-05-01 | 63.9953979400011 |
| 2024-06-01 | 62.6981419033474 |
| 2024-07-01 | 63.4029052953050 |
| 2024-08-01 | 63.7890251710718 |
| 2024-09-01 | 63.8041466477438 |
| 2024-10-01 | 63.9050911748703 |
| 2024-11-01 | 63.7882770992688 |
| 2024-12-01 | 63.8892325345819 |
| 2025-01-01 | 63.6210000913703 |
| 2025-02-01 | 63.2033644859458 |
| 2025-03-01 | 63.2835560974476 |
| 2025-04-01 | 63.4621466556490 |
| 2025-05-01 | 63.5649126860491 |
| 2025-06-01 | 63.5377011591147 |
| 2025-07-01 | 63.2559726973721 |
| 2025-08-01 | 62.6010434791409 |
| 2025-09-01 | 63.0281892768217 |
| 2025-10-01 | 62.8296657565398 |
| 2025-11-01 | 63.3589623583866 |
| 2025-12-01 | 63.5575244999641 |
| 2026-01-01 | 63.0238399639761 |
| 2026-02-01 | 63.2876853415569 |
| 2026-03-01 | 63.0786195617431 |
| 2026-04-01 | 63.0523771088128 |
| 2026-05-01 | 62.6493053014141 |