Table Data - All Employees: Wholesale Trade in Tulsa, OK (MSA)
| Title | All Employees: Wholesale Trade in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461404100000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:48 PM 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 | 14.9002622365267 |
| 1990-02-01 | 14.9169676700682 |
| 1990-03-01 | 15.0527658208679 |
| 1990-04-01 | 14.9815109382092 |
| 1990-05-01 | 15.0335798510170 |
| 1990-06-01 | 15.0965644140407 |
| 1990-07-01 | 15.0387213378963 |
| 1990-08-01 | 15.1009381587535 |
| 1990-09-01 | 15.1893810450543 |
| 1990-10-01 | 14.9386895351514 |
| 1990-11-01 | 15.0613177476065 |
| 1990-12-01 | 15.0030392313564 |
| 1991-01-01 | 15.1901109868972 |
| 1991-02-01 | 15.2060734976217 |
| 1991-03-01 | 15.2493241866293 |
| 1991-04-01 | 15.1827038660586 |
| 1991-05-01 | 15.1315437970072 |
| 1991-06-01 | 15.0928334108368 |
| 1991-07-01 | 15.1493656883630 |
| 1991-08-01 | 15.1063379750469 |
| 1991-09-01 | 15.1038611240083 |
| 1991-10-01 | 15.0359605713450 |
| 1991-11-01 | 14.8718328783567 |
| 1991-12-01 | 14.9112671353351 |
| 1992-01-01 | 14.6673143944571 |
| 1992-02-01 | 14.2871541894572 |
| 1992-03-01 | 14.4413266412294 |
| 1992-04-01 | 14.5755138552543 |
| 1992-05-01 | 14.5300783620552 |
| 1992-06-01 | 14.4923395286606 |
| 1992-07-01 | 14.5656013301823 |
| 1992-08-01 | 14.4203742108320 |
| 1992-09-01 | 14.4312194646764 |
| 1992-10-01 | 14.5285171889081 |
| 1992-11-01 | 14.5860711527793 |
| 1992-12-01 | 14.5105295195048 |
| 1993-01-01 | 14.2418387459908 |
| 1993-02-01 | 14.1614482852658 |
| 1993-03-01 | 14.4347570180633 |
| 1993-04-01 | 14.6664616362097 |
| 1993-05-01 | 14.5339658358743 |
| 1993-06-01 | 14.2866450291777 |
| 1993-07-01 | 14.4801507235334 |
| 1993-08-01 | 14.6370840686348 |
| 1993-09-01 | 14.6625121852698 |
| 1993-10-01 | 14.6176667781879 |
| 1993-11-01 | 14.7028526505729 |
| 1993-12-01 | 14.7124076768032 |
| 1994-01-01 | 14.9214293668544 |
| 1994-02-01 | 14.9384795243919 |
| 1994-03-01 | 15.1201719872462 |
| 1994-04-01 | 14.8533169351787 |
| 1994-05-01 | 14.6407554372041 |
| 1994-06-01 | 14.9858078052346 |
| 1994-07-01 | 14.9973565859726 |
| 1994-08-01 | 15.0457750474594 |
| 1994-09-01 | 15.0867850665035 |
| 1994-10-01 | 15.3073993799443 |
| 1994-11-01 | 15.3163539726962 |
| 1994-12-01 | 15.4092418566016 |
| 1995-01-01 | 15.6081042246633 |
| 1995-02-01 | 15.6270215787038 |
| 1995-03-01 | 15.8019298187377 |
| 1995-04-01 | 15.8516822923728 |
| 1995-05-01 | 15.8569919314305 |
| 1995-06-01 | 15.8864950558245 |
| 1995-07-01 | 15.9027392475775 |
| 1995-08-01 | 15.9435723858186 |
| 1995-09-01 | 15.9995330061373 |
| 1995-10-01 | 15.9934434728184 |
| 1995-11-01 | 16.1270940806290 |
| 1995-12-01 | 16.2049835864910 |
| 1996-01-01 | 16.2021949348727 |
| 1996-02-01 | 16.3381692179073 |
| 1996-03-01 | 16.2790276256772 |
| 1996-04-01 | 16.3484340493370 |
| 1996-05-01 | 16.3801772697575 |
| 1996-06-01 | 16.5003347620836 |
| 1996-07-01 | 16.4988677061492 |
| 1996-08-01 | 16.5295266727812 |
| 1996-09-01 | 16.6037911809567 |
| 1996-10-01 | 16.5791127091200 |
| 1996-11-01 | 16.5236592729064 |
| 1996-12-01 | 16.4864181900655 |
| 1997-01-01 | 16.7160548137368 |
| 1997-02-01 | 16.8650327891840 |
| 1997-03-01 | 16.8654988137333 |
| 1997-04-01 | 17.0446402228573 |
| 1997-05-01 | 17.1100779888475 |
| 1997-06-01 | 17.1107831810893 |
| 1997-07-01 | 17.1905080584464 |
| 1997-08-01 | 17.0096254383283 |
| 1997-09-01 | 17.0966390915409 |
| 1997-10-01 | 17.3624942576799 |
| 1997-11-01 | 17.4154219237932 |
| 1997-12-01 | 17.3719130261112 |
| 1998-01-01 | 17.3408259462127 |
| 1998-02-01 | 17.2042663133018 |
| 1998-03-01 | 17.3590900902452 |
| 1998-04-01 | 17.2246906649038 |
| 1998-05-01 | 17.3269624892976 |
| 1998-06-01 | 17.3182789922070 |
| 1998-07-01 | 17.3903538066422 |
| 1998-08-01 | 17.3920900115572 |
| 1998-09-01 | 17.3885119891948 |
| 1998-10-01 | 17.3636505557002 |
| 1998-11-01 | 17.1940275076523 |
| 1998-12-01 | 17.3632758592977 |
| 1999-01-01 | 17.3599798684547 |
| 1999-02-01 | 17.2404833846122 |
| 1999-03-01 | 17.2523425885744 |
| 1999-04-01 | 17.0075789776639 |
| 1999-05-01 | 17.1356876547522 |
| 1999-06-01 | 17.1224499052062 |
| 1999-07-01 | 17.2002728031098 |
| 1999-08-01 | 17.1767215082683 |
| 1999-09-01 | 17.0707558912190 |
| 1999-10-01 | 17.1789076139129 |
| 1999-11-01 | 17.1782891586135 |
| 1999-12-01 | 17.1527130423100 |
| 2000-01-01 | 17.0700652236829 |
| 2000-02-01 | 17.1711988216856 |
| 2000-03-01 | 17.2517534195627 |
| 2000-04-01 | 17.2857880848616 |
| 2000-05-01 | 17.2350588256022 |
| 2000-06-01 | 17.4319092667778 |
| 2000-07-01 | 17.4100978015871 |
| 2000-08-01 | 17.5704596553157 |
| 2000-09-01 | 17.6594574986257 |
| 2000-10-01 | 17.7025138161581 |
| 2000-11-01 | 17.6515888692030 |
| 2000-12-01 | 17.6342822522604 |
| 2001-01-01 | 17.6725857367336 |
| 2001-02-01 | 17.6934480818161 |
| 2001-03-01 | 17.6645575138522 |
| 2001-04-01 | 17.7799201136694 |
| 2001-05-01 | 17.9307040636385 |
| 2001-06-01 | 17.8340848500975 |
| 2001-07-01 | 17.4205760969335 |
| 2001-08-01 | 17.2691496108730 |
| 2001-09-01 | 17.2360797887674 |
| 2001-10-01 | 17.1230319545475 |
| 2001-11-01 | 17.2430013033320 |
| 2001-12-01 | 17.2200029573678 |
| 2002-01-01 | 17.5627868272584 |
| 2002-02-01 | 17.3993897945846 |
| 2002-03-01 | 17.4877835985513 |
| 2002-04-01 | 17.4840039067006 |
| 2002-05-01 | 17.5230234108406 |
| 2002-06-01 | 17.4393374995356 |
| 2002-07-01 | 17.4135136923214 |
| 2002-08-01 | 17.4775960298285 |
| 2002-09-01 | 17.4274632211034 |
| 2002-10-01 | 17.2347914315234 |
| 2002-11-01 | 17.2335271538308 |
| 2002-12-01 | 17.2046229570579 |
| 2003-01-01 | 16.9511621933733 |
| 2003-02-01 | 16.9044796856317 |
| 2003-03-01 | 16.8104183217633 |
| 2003-04-01 | 16.6972937753763 |
| 2003-05-01 | 16.6120689699080 |
| 2003-06-01 | 16.5349747355209 |
| 2003-07-01 | 16.6053870827573 |
| 2003-08-01 | 16.5869388638008 |
| 2003-09-01 | 16.5213050460910 |
| 2003-10-01 | 16.7398541213037 |
| 2003-11-01 | 16.5483045586572 |
| 2003-12-01 | 16.5933767548953 |
| 2004-01-01 | 16.3454689372892 |
| 2004-02-01 | 16.0950645713235 |
| 2004-03-01 | 16.0149773163130 |
| 2004-04-01 | 15.9025125817918 |
| 2004-05-01 | 16.1089790613771 |
| 2004-06-01 | 16.1286603169499 |
| 2004-07-01 | 16.0913425201177 |
| 2004-08-01 | 16.1072451903192 |
| 2004-09-01 | 16.2380251063375 |
| 2004-10-01 | 16.2311543804077 |
| 2004-11-01 | 16.2595155719797 |
| 2004-12-01 | 16.3942525093157 |
| 2005-01-01 | 16.7466378722370 |
| 2005-02-01 | 16.7793975075966 |
| 2005-03-01 | 16.8028114885041 |
| 2005-04-01 | 16.8008094294447 |
| 2005-05-01 | 16.9086111129143 |
| 2005-06-01 | 17.0155700671450 |
| 2005-07-01 | 17.2879468668760 |
| 2005-08-01 | 17.3287338368818 |
| 2005-09-01 | 17.3523577635820 |
| 2005-10-01 | 17.4252615670195 |
| 2005-11-01 | 17.4809230775808 |
| 2005-12-01 | 17.5103238639437 |
| 2006-01-01 | 17.3508997350710 |
| 2006-02-01 | 17.3487770539534 |
| 2006-03-01 | 17.3740062334923 |
| 2006-04-01 | 17.5909579559794 |
| 2006-05-01 | 17.7068607893740 |
| 2006-06-01 | 17.7129851309873 |
| 2006-07-01 | 17.4833958706514 |
| 2006-08-01 | 17.5556009698991 |
| 2006-09-01 | 17.5721521557824 |
| 2006-10-01 | 17.6195264518436 |
| 2006-11-01 | 17.5918034053959 |
| 2006-12-01 | 17.5323130473389 |
| 2007-01-01 | 17.8530365816381 |
| 2007-02-01 | 18.0246217448316 |
| 2007-03-01 | 18.1445999828996 |
| 2007-04-01 | 18.1814183227353 |
| 2007-05-01 | 18.1002780661873 |
| 2007-06-01 | 18.1147491405831 |
| 2007-07-01 | 17.9918132186505 |
| 2007-08-01 | 17.8695171510442 |
| 2007-09-01 | 17.7782370897961 |
| 2007-10-01 | 17.9215087171431 |
| 2007-11-01 | 17.8982881789603 |
| 2007-12-01 | 17.7481500393769 |
| 2008-01-01 | 17.7571285989866 |
| 2008-02-01 | 17.7071373497456 |
| 2008-03-01 | 17.6194590158004 |
| 2008-04-01 | 17.3745107053583 |
| 2008-05-01 | 17.3013088847008 |
| 2008-06-01 | 17.2274002375921 |
| 2008-07-01 | 17.2994088906797 |
| 2008-08-01 | 17.2745878647100 |
| 2008-09-01 | 17.1763366090909 |
| 2008-10-01 | 17.0129174833526 |
| 2008-11-01 | 16.9892725604582 |
| 2008-12-01 | 16.8615784381238 |
| 2009-01-01 | 16.6566536367878 |
| 2009-02-01 | 16.5054973752655 |
| 2009-03-01 | 16.3144211185080 |
| 2009-04-01 | 16.1818102520195 |
| 2009-05-01 | 16.1021959716554 |
| 2009-06-01 | 15.8378323585568 |
| 2009-07-01 | 15.7128947883785 |
| 2009-08-01 | 15.4631808454639 |
| 2009-09-01 | 15.3612761441726 |
| 2009-10-01 | 15.3033933661797 |
| 2009-11-01 | 15.0763959419671 |
| 2009-12-01 | 15.0639705472692 |
| 2010-01-01 | 15.1581744592432 |
| 2010-02-01 | 15.1135432776316 |
| 2010-03-01 | 15.1274943981434 |
| 2010-04-01 | 15.0900005432957 |
| 2010-05-01 | 15.1026750711057 |
| 2010-06-01 | 15.1523358299621 |
| 2010-07-01 | 15.1215613113071 |
| 2010-08-01 | 15.1447061394280 |
| 2010-09-01 | 15.1436377756498 |
| 2010-10-01 | 15.0889729199645 |
| 2010-11-01 | 15.1698754742573 |
| 2010-12-01 | 15.2653058421238 |
| 2011-01-01 | 15.0559951049015 |
| 2011-02-01 | 15.0215539691898 |
| 2011-03-01 | 15.0440574555322 |
| 2011-04-01 | 15.1003257559443 |
| 2011-05-01 | 15.0017780494763 |
| 2011-06-01 | 15.0615132280030 |
| 2011-07-01 | 15.2380217613206 |
| 2011-08-01 | 15.1241062234568 |
| 2011-09-01 | 15.1310984874629 |
| 2011-10-01 | 15.0792884582339 |
| 2011-11-01 | 15.0670400500833 |
| 2011-12-01 | 15.0611534706622 |
| 2012-01-01 | 15.0504759467215 |
| 2012-02-01 | 15.1223363163939 |
| 2012-03-01 | 15.1529624486968 |
| 2012-04-01 | 15.2074508410303 |
| 2012-05-01 | 15.3070348510469 |
| 2012-06-01 | 15.3689812397913 |
| 2012-07-01 | 15.2499341134316 |
| 2012-08-01 | 15.3145108430823 |
| 2012-09-01 | 15.3272763730997 |
| 2012-10-01 | 15.4716834091182 |
| 2012-11-01 | 15.4774991273522 |
| 2012-12-01 | 15.4662001572525 |
| 2013-01-01 | 15.3275895480643 |
| 2013-02-01 | 15.3015347477114 |
| 2013-03-01 | 15.2510241436486 |
| 2013-04-01 | 15.4186873174674 |
| 2013-05-01 | 15.4154263059407 |
| 2013-06-01 | 15.3804065573039 |
| 2013-07-01 | 15.4575209590215 |
| 2013-08-01 | 15.5180649152768 |
| 2013-09-01 | 15.5312773644694 |
| 2013-10-01 | 15.4729479307705 |
| 2013-11-01 | 15.4832458571294 |
| 2013-12-01 | 15.4620163006209 |
| 2014-01-01 | 15.7044665681428 |
| 2014-02-01 | 15.6809008072338 |
| 2014-03-01 | 15.7506297157651 |
| 2014-04-01 | 15.6225836714884 |
| 2014-05-01 | 15.5192681189719 |
| 2014-06-01 | 15.6864215652287 |
| 2014-07-01 | 15.7609409274776 |
| 2014-08-01 | 15.8290848553113 |
| 2014-09-01 | 15.8424389688794 |
| 2014-10-01 | 15.8767893612993 |
| 2014-11-01 | 15.8980836277004 |
| 2014-12-01 | 15.8615850461171 |
| 2015-01-01 | 15.8749619780289 |
| 2015-02-01 | 15.8584580594758 |
| 2015-03-01 | 15.8432694241832 |
| 2015-04-01 | 15.7318273322940 |
| 2015-05-01 | 15.7236326033985 |
| 2015-06-01 | 15.7809656405617 |
| 2015-07-01 | 15.7641243279937 |
| 2015-08-01 | 15.7480838268821 |
| 2015-09-01 | 15.5615194214700 |
| 2015-10-01 | 15.7809092494962 |
| 2015-11-01 | 15.6898529430364 |
| 2015-12-01 | 15.7441154049187 |
| 2016-01-01 | 15.8654182891178 |
| 2016-02-01 | 15.8559847187246 |
| 2016-03-01 | 15.7386955892871 |
| 2016-04-01 | 15.8471577063123 |
| 2016-05-01 | 15.7342760327774 |
| 2016-06-01 | 15.6622317809281 |
| 2016-07-01 | 15.7605346314492 |
| 2016-08-01 | 15.6591865675790 |
| 2016-09-01 | 15.7717321612950 |
| 2016-10-01 | 15.6804266794628 |
| 2016-11-01 | 15.7807280648898 |
| 2016-12-01 | 15.8291163833140 |
| 2017-01-01 | 15.8688347710250 |
| 2017-02-01 | 15.9649807202635 |
| 2017-03-01 | 16.0401135743047 |
| 2017-04-01 | 16.2704612147120 |
| 2017-05-01 | 16.2331700670774 |
| 2017-06-01 | 16.2414709323396 |
| 2017-07-01 | 16.1464759056364 |
| 2017-08-01 | 16.2739414828299 |
| 2017-09-01 | 16.1722954591672 |
| 2017-10-01 | 16.2794086904448 |
| 2017-11-01 | 16.2627374530134 |
| 2017-12-01 | 16.3084364412296 |
| 2018-01-01 | 16.3949687154899 |
| 2018-02-01 | 16.3887704660895 |
| 2018-03-01 | 16.4448959043453 |
| 2018-04-01 | 16.3873821486879 |
| 2018-05-01 | 16.4259187580138 |
| 2018-06-01 | 16.5209811589267 |
| 2018-07-01 | 16.2286942773809 |
| 2018-08-01 | 16.4710420231272 |
| 2018-09-01 | 16.4685626120015 |
| 2018-10-01 | 16.7839358869947 |
| 2018-11-01 | 16.7612020312261 |
| 2018-12-01 | 16.8073592023016 |
| 2019-01-01 | 16.6141387060118 |
| 2019-02-01 | 16.6052825817666 |
| 2019-03-01 | 16.6464954426992 |
| 2019-04-01 | 16.5946347432530 |
| 2019-05-01 | 16.6106097044494 |
| 2019-06-01 | 16.6103493127525 |
| 2019-07-01 | 17.1045348438595 |
| 2019-08-01 | 17.1684491038152 |
| 2019-09-01 | 17.0737396010907 |
| 2019-10-01 | 16.9926327194837 |
| 2019-11-01 | 16.9716015938189 |
| 2019-12-01 | 16.9110063921757 |
| 2020-01-01 | 16.9262330833569 |
| 2020-02-01 | 16.9123074620970 |
| 2020-03-01 | 16.7462795819037 |
| 2020-04-01 | 15.7851446548009 |
| 2020-05-01 | 15.9971346494940 |
| 2020-06-01 | 15.9012187193749 |
| 2020-07-01 | 15.9831687229543 |
| 2020-08-01 | 15.8651474335092 |
| 2020-09-01 | 15.9823406080226 |
| 2020-10-01 | 15.9092459178176 |
| 2020-11-01 | 15.9026039779396 |
| 2020-12-01 | 15.9304437528718 |
| 2021-01-01 | 15.8152683091421 |
| 2021-02-01 | 15.9007767379970 |
| 2021-03-01 | 15.9471089402510 |
| 2021-04-01 | 15.9571603979851 |
| 2021-05-01 | 15.8807297657642 |
| 2021-06-01 | 15.9019343694640 |
| 2021-07-01 | 15.8659658043392 |
| 2021-08-01 | 15.9733894911303 |
| 2021-09-01 | 15.8973874567600 |
| 2021-10-01 | 15.9332410034776 |
| 2021-11-01 | 16.0399055038320 |
| 2021-12-01 | 16.0480122954331 |
| 2022-01-01 | 16.1949986776396 |
| 2022-02-01 | 16.2802213247731 |
| 2022-03-01 | 16.3367534684721 |
| 2022-04-01 | 16.5119163546458 |
| 2022-05-01 | 16.5681777154546 |
| 2022-06-01 | 16.6053719954599 |
| 2022-07-01 | 16.7733287306193 |
| 2022-08-01 | 16.8864639645147 |
| 2022-09-01 | 16.9240806426290 |
| 2022-10-01 | 17.1566797761370 |
| 2022-11-01 | 17.1658604079292 |
| 2022-12-01 | 17.3645442313283 |
| 2023-01-01 | 17.5613913386136 |
| 2023-02-01 | 17.5536091157793 |
| 2023-03-01 | 17.5195491326241 |
| 2023-04-01 | 17.6713889209274 |
| 2023-05-01 | 17.7609899234414 |
| 2023-06-01 | 17.8162224510363 |
| 2023-07-01 | 17.7950916484781 |
| 2023-08-01 | 17.7062337648178 |
| 2023-09-01 | 17.7546772224315 |
| 2023-10-01 | 17.6687788337400 |
| 2023-11-01 | 17.6743850194375 |
| 2023-12-01 | 17.6649598121599 |
| 2024-01-01 | 17.6335414674366 |
| 2024-02-01 | 17.6329354907109 |
| 2024-03-01 | 17.5985294686151 |
| 2024-04-01 | 17.6460721144416 |
| 2024-05-01 | 17.6612758915508 |
| 2024-06-01 | 17.8269931607650 |
| 2024-07-01 | 17.9226283415903 |
| 2024-08-01 | 18.0281565198255 |
| 2024-09-01 | 18.0709375986784 |
| 2024-10-01 | 18.0761579219986 |
| 2024-11-01 | 17.9668132417969 |
| 2024-12-01 | 17.9616738426752 |
| 2025-01-01 | 18.2138634464911 |
| 2025-02-01 | 18.2180983243830 |
| 2025-03-01 | 18.2821629944771 |
| 2025-04-01 | 18.2376962298716 |
| 2025-05-01 | 18.1631630928947 |
| 2025-06-01 | 18.0400383358534 |
| 2025-07-01 | 17.9447002171789 |
| 2025-08-01 | 17.9429290640410 |
| 2025-09-01 | 17.9746745682726 |
| 2025-10-01 | 18.0780281716479 |
| 2025-11-01 | 18.1575674826348 |
| 2025-12-01 | 18.1565218797647 |
| 2026-01-01 | 18.2082182874270 |
| 2026-02-01 | 18.2118394204120 |
| 2026-03-01 | 18.3667659543906 |
| 2026-04-01 | 18.2330588736304 |
| 2026-05-01 | 18.2643890610850 |
| 2026-06-01 | 18.2493267213018 |
| 2026-07-01 | 18.2628416067291 |