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 2026-04-01 |
| Last Updated | 2026-05-26 1:13 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 | 17.2042663133019 |
| 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 | 17.3632758592976 |
| 1999-01-01 | 17.3599798684547 |
| 1999-02-01 | 17.2404833846121 |
| 1999-03-01 | 17.2523425885743 |
| 1999-04-01 | 17.0075789776638 |
| 1999-05-01 | 17.1356876547522 |
| 1999-06-01 | 17.1224499052063 |
| 1999-07-01 | 17.2002728031099 |
| 1999-08-01 | 17.1767215082686 |
| 1999-09-01 | 17.0707558912193 |
| 1999-10-01 | 17.1789076139130 |
| 1999-11-01 | 17.1782891586133 |
| 1999-12-01 | 17.1527130423096 |
| 2000-01-01 | 17.0700652236825 |
| 2000-02-01 | 17.1711988216851 |
| 2000-03-01 | 17.2517534195623 |
| 2000-04-01 | 17.2857880848614 |
| 2000-05-01 | 17.2350588256023 |
| 2000-06-01 | 17.4319092667783 |
| 2000-07-01 | 17.4100978015881 |
| 2000-08-01 | 17.5704596553172 |
| 2000-09-01 | 17.6594574986271 |
| 2000-10-01 | 17.7025138161589 |
| 2000-11-01 | 17.6515888692020 |
| 2000-12-01 | 17.6342822522581 |
| 2001-01-01 | 17.6725857367304 |
| 2001-02-01 | 17.6934480818130 |
| 2001-03-01 | 17.6645575138504 |
| 2001-04-01 | 17.7799201136718 |
| 2001-05-01 | 17.9307040636400 |
| 2001-06-01 | 17.8340848501001 |
| 2001-07-01 | 17.4205760969373 |
| 2001-08-01 | 17.2691496108774 |
| 2001-09-01 | 17.2360797887708 |
| 2001-10-01 | 17.1230319545499 |
| 2001-11-01 | 17.2430013033316 |
| 2001-12-01 | 17.2200029573653 |
| 2002-01-01 | 17.5627868272310 |
| 2002-02-01 | 17.3993897945810 |
| 2002-03-01 | 17.4877835985502 |
| 2002-04-01 | 17.4840039067077 |
| 2002-05-01 | 17.5230234108462 |
| 2002-06-01 | 17.4393374995438 |
| 2002-07-01 | 17.4135136923314 |
| 2002-08-01 | 17.4775960298383 |
| 2002-09-01 | 17.4274632211109 |
| 2002-10-01 | 17.2347914315289 |
| 2002-11-01 | 17.2335271538306 |
| 2002-12-01 | 17.2046229570519 |
| 2003-01-01 | 16.9511621933160 |
| 2003-02-01 | 16.9044796856190 |
| 2003-03-01 | 16.8104183217490 |
| 2003-04-01 | 16.6972937753692 |
| 2003-05-01 | 16.6120689699520 |
| 2003-06-01 | 16.5349747355677 |
| 2003-07-01 | 16.6053870827633 |
| 2003-08-01 | 16.5869388638142 |
| 2003-09-01 | 16.5213050461063 |
| 2003-10-01 | 16.7398541213160 |
| 2003-11-01 | 16.5483045586553 |
| 2003-12-01 | 16.5933767548527 |
| 2004-01-01 | 16.3454689371873 |
| 2004-02-01 | 16.0950645712894 |
| 2004-03-01 | 16.0149773162811 |
| 2004-04-01 | 15.9025125817763 |
| 2004-05-01 | 16.1089790614873 |
| 2004-06-01 | 16.1286603170716 |
| 2004-07-01 | 16.0913425201452 |
| 2004-08-01 | 16.1072451903353 |
| 2004-09-01 | 16.2380251064625 |
| 2004-10-01 | 16.2311543803692 |
| 2004-11-01 | 16.2595155719029 |
| 2004-12-01 | 16.3942525091580 |
| 2005-01-01 | 16.7466378720361 |
| 2005-02-01 | 16.7793975074743 |
| 2005-03-01 | 16.8028114884186 |
| 2005-04-01 | 16.8008094294319 |
| 2005-05-01 | 16.9086111131682 |
| 2005-06-01 | 17.0155700675098 |
| 2005-07-01 | 17.2879468671441 |
| 2005-08-01 | 17.3287338370756 |
| 2005-09-01 | 17.3523577638609 |
| 2005-10-01 | 17.4252615668129 |
| 2005-11-01 | 17.4809230771728 |
| 2005-12-01 | 17.5103238633610 |
| 2006-01-01 | 17.3508997345197 |
| 2006-02-01 | 17.3487770535861 |
| 2006-03-01 | 17.3740062332778 |
| 2006-04-01 | 17.5909579559299 |
| 2006-05-01 | 17.7068607905211 |
| 2006-06-01 | 17.7129851317209 |
| 2006-07-01 | 17.4833958714714 |
| 2006-08-01 | 17.5556009707305 |
| 2006-09-01 | 17.5721521567033 |
| 2006-10-01 | 17.6195264518196 |
| 2006-11-01 | 17.5918034023058 |
| 2006-12-01 | 17.5323130461256 |
| 2007-01-01 | 17.8530365803102 |
| 2007-02-01 | 18.0246217438358 |
| 2007-03-01 | 18.1445999825786 |
| 2007-04-01 | 18.1814183232486 |
| 2007-05-01 | 18.1002780692026 |
| 2007-06-01 | 18.1147491430310 |
| 2007-07-01 | 17.9918132214347 |
| 2007-08-01 | 17.8695171533885 |
| 2007-09-01 | 17.7782370910857 |
| 2007-10-01 | 17.9215087164827 |
| 2007-11-01 | 17.8982881726379 |
| 2007-12-01 | 17.7481500254628 |
| 2008-01-01 | 17.7571285984547 |
| 2008-02-01 | 17.7071373505608 |
| 2008-03-01 | 17.6194590182690 |
| 2008-04-01 | 17.3745107095946 |
| 2008-05-01 | 17.3013088930014 |
| 2008-06-01 | 17.2274002455149 |
| 2008-07-01 | 17.2994088959212 |
| 2008-08-01 | 17.2745878722298 |
| 2008-09-01 | 17.1763366106616 |
| 2008-10-01 | 17.0129174770097 |
| 2008-11-01 | 16.9892725421361 |
| 2008-12-01 | 16.8615784020716 |
| 2009-01-01 | 16.6566536306452 |
| 2009-02-01 | 16.5054973773839 |
| 2009-03-01 | 16.3144211279580 |
| 2009-04-01 | 16.1818102651744 |
| 2009-05-01 | 16.1021959872656 |
| 2009-06-01 | 15.8378324090075 |
| 2009-07-01 | 15.7128947954534 |
| 2009-08-01 | 15.4631808576359 |
| 2009-09-01 | 15.3612761380487 |
| 2009-10-01 | 15.3033933571822 |
| 2009-11-01 | 15.0763958944616 |
| 2009-12-01 | 15.0639704512459 |
| 2010-01-01 | 15.1581744022489 |
| 2010-02-01 | 15.1135432346014 |
| 2010-03-01 | 15.1274946020905 |
| 2010-04-01 | 15.0900005382653 |
| 2010-05-01 | 15.1026750774155 |
| 2010-06-01 | 15.1523359146446 |
| 2010-07-01 | 15.1215613191804 |
| 2010-08-01 | 15.1447061565456 |
| 2010-09-01 | 15.1436377709377 |
| 2010-10-01 | 15.0889729364911 |
| 2010-11-01 | 15.1698754425032 |
| 2010-12-01 | 15.2653055658167 |
| 2011-01-01 | 15.0559948668836 |
| 2011-02-01 | 15.0215539230301 |
| 2011-03-01 | 15.0440579594314 |
| 2011-04-01 | 15.1003257349227 |
| 2011-05-01 | 15.0017781407499 |
| 2011-06-01 | 15.0615133288718 |
| 2011-07-01 | 15.2380217460687 |
| 2011-08-01 | 15.1241062154194 |
| 2011-09-01 | 15.1310984613185 |
| 2011-10-01 | 15.0792884857897 |
| 2011-11-01 | 15.0670400307217 |
| 2011-12-01 | 15.0611530159195 |
| 2012-01-01 | 15.0504755313732 |
| 2012-02-01 | 15.1223362678779 |
| 2012-03-01 | 15.1529632596098 |
| 2012-04-01 | 15.2074508197403 |
| 2012-05-01 | 15.3070350441085 |
| 2012-06-01 | 15.3689813431616 |
| 2012-07-01 | 15.2499341069590 |
| 2012-08-01 | 15.3145108523854 |
| 2012-09-01 | 15.3272759703875 |
| 2012-10-01 | 15.4716835182544 |
| 2012-11-01 | 15.4774992545526 |
| 2012-12-01 | 15.4661997442767 |
| 2013-01-01 | 15.3275892050863 |
| 2013-02-01 | 15.3015349293577 |
| 2013-03-01 | 15.2510251513417 |
| 2013-04-01 | 15.4186871498786 |
| 2013-05-01 | 15.4154261691884 |
| 2013-06-01 | 15.3804060559506 |
| 2013-07-01 | 15.4575204208945 |
| 2013-08-01 | 15.5180647121005 |
| 2013-09-01 | 15.5312767928722 |
| 2013-10-01 | 15.4729487228519 |
| 2013-11-01 | 15.4832469903086 |
| 2013-12-01 | 15.4620169752872 |
| 2014-01-01 | 15.7044670574056 |
| 2014-02-01 | 15.6809013217951 |
| 2014-03-01 | 15.7506304606916 |
| 2014-04-01 | 15.6225823150234 |
| 2014-05-01 | 15.5192665345361 |
| 2014-06-01 | 15.6864194935358 |
| 2014-07-01 | 15.7609393859698 |
| 2014-08-01 | 15.8290846118292 |
| 2014-09-01 | 15.8424387205543 |
| 2014-10-01 | 15.8767912546784 |
| 2014-11-01 | 15.8980860805589 |
| 2014-12-01 | 15.8615871468002 |
| 2015-01-01 | 15.8749638495957 |
| 2015-02-01 | 15.8584598524266 |
| 2015-03-01 | 15.8432711500051 |
| 2015-04-01 | 15.7318258332350 |
| 2015-05-01 | 15.7236294699082 |
| 2015-06-01 | 15.7809605438921 |
| 2015-07-01 | 15.7641201287292 |
| 2015-08-01 | 15.7480771386437 |
| 2015-09-01 | 15.5615102692620 |
| 2015-10-01 | 15.7809308079903 |
| 2015-11-01 | 15.6898549590062 |
| 2015-12-01 | 15.7441205770410 |
| 2016-01-01 | 15.8654164046142 |
| 2016-02-01 | 15.8559877792592 |
| 2016-03-01 | 15.7387023797100 |
| 2016-04-01 | 15.8471632270741 |
| 2016-05-01 | 15.7342590219727 |
| 2016-06-01 | 15.6622280581022 |
| 2016-07-01 | 15.7605282761887 |
| 2016-08-01 | 15.6591740111866 |
| 2016-09-01 | 15.7717167938270 |
| 2016-10-01 | 15.6804676025283 |
| 2016-11-01 | 15.7807266028660 |
| 2016-12-01 | 15.8291157024832 |
| 2017-01-01 | 15.8688119786129 |
| 2017-02-01 | 15.9649589380175 |
| 2017-03-01 | 16.0401990526402 |
| 2017-04-01 | 16.2704763791226 |
| 2017-05-01 | 16.2331351543531 |
| 2017-06-01 | 16.2414655308938 |
| 2017-07-01 | 16.1464622638512 |
| 2017-08-01 | 16.2739130876037 |
| 2017-09-01 | 16.1722616112673 |
| 2017-10-01 | 16.2794565623792 |
| 2017-11-01 | 16.2627226818499 |
| 2017-12-01 | 16.3084265357093 |
| 2018-01-01 | 16.3949509734322 |
| 2018-02-01 | 16.3887349127638 |
| 2018-03-01 | 16.4450734359172 |
| 2018-04-01 | 16.3874180410754 |
| 2018-05-01 | 16.4258714360936 |
| 2018-06-01 | 16.5209720431487 |
| 2018-07-01 | 16.2286617461179 |
| 2018-08-01 | 16.4709842351098 |
| 2018-09-01 | 16.4684958979419 |
| 2018-10-01 | 16.7839517036040 |
| 2018-11-01 | 16.7611662120165 |
| 2018-12-01 | 16.8073460428244 |
| 2019-01-01 | 16.6141554984599 |
| 2019-02-01 | 16.6052667997682 |
| 2019-03-01 | 16.6467921289403 |
| 2019-04-01 | 16.5947030355403 |
| 2019-05-01 | 16.6105629862540 |
| 2019-06-01 | 16.6103195287684 |
| 2019-07-01 | 17.1044570209975 |
| 2019-08-01 | 17.1683331068159 |
| 2019-09-01 | 17.0736094473254 |
| 2019-10-01 | 16.9925761340802 |
| 2019-11-01 | 16.9714898455293 |
| 2019-12-01 | 16.9109047558570 |
| 2020-01-01 | 16.9266261711625 |
| 2020-02-01 | 16.9121881580710 |
| 2020-03-01 | 16.7470177572341 |
| 2020-04-01 | 15.7851166501739 |
| 2020-05-01 | 15.9969924659930 |
| 2020-06-01 | 15.9010858193285 |
| 2020-07-01 | 15.9829738731876 |
| 2020-08-01 | 15.8649034956129 |
| 2020-09-01 | 15.9820871394741 |
| 2020-10-01 | 15.9090483645034 |
| 2020-11-01 | 15.9023976725291 |
| 2020-12-01 | 15.9302954052055 |
| 2021-01-01 | 15.8161582273948 |
| 2021-02-01 | 15.9007688707511 |
| 2021-03-01 | 15.9485223072947 |
| 2021-04-01 | 15.9572119207937 |
| 2021-05-01 | 15.8805442767320 |
| 2021-06-01 | 15.9015464200532 |
| 2021-07-01 | 15.8653825433389 |
| 2021-08-01 | 15.9726727510416 |
| 2021-09-01 | 15.8966509284088 |
| 2021-10-01 | 15.9325657362822 |
| 2021-11-01 | 16.0399971223661 |
| 2021-12-01 | 16.0479952754568 |
| 2022-01-01 | 16.1965340094949 |
| 2022-02-01 | 16.2807678868354 |
| 2022-03-01 | 16.3387150845669 |
| 2022-04-01 | 16.5126358817684 |
| 2022-05-01 | 16.5683610500894 |
| 2022-06-01 | 16.6048443207401 |
| 2022-07-01 | 16.7708428063802 |
| 2022-08-01 | 16.8853811344135 |
| 2022-09-01 | 16.9226090780440 |
| 2022-10-01 | 17.1552645236598 |
| 2022-11-01 | 17.1660752665410 |
| 2022-12-01 | 17.3644887004650 |
| 2023-01-01 | 17.5632609293095 |
| 2023-02-01 | 17.5554741784362 |
| 2023-03-01 | 17.5214349530115 |
| 2023-04-01 | 17.6760546545711 |
| 2023-05-01 | 17.7634634876969 |
| 2023-06-01 | 17.8137772451360 |
| 2023-07-01 | 17.7882396892372 |
| 2023-08-01 | 17.7035039324696 |
| 2023-09-01 | 17.7521102326831 |
| 2023-10-01 | 17.6670745648057 |
| 2023-11-01 | 17.6757183912966 |
| 2023-12-01 | 17.6661918285591 |
| 2024-01-01 | 17.6372631637958 |
| 2024-02-01 | 17.6369824791725 |
| 2024-03-01 | 17.5992802636685 |
| 2024-04-01 | 17.6508500609958 |
| 2024-05-01 | 17.6668743020608 |
| 2024-06-01 | 17.8225653122396 |
| 2024-07-01 | 17.9103772482298 |
| 2024-08-01 | 18.0243136295092 |
| 2024-09-01 | 18.0679308094999 |
| 2024-10-01 | 18.0747542754652 |
| 2024-11-01 | 17.9693140688817 |
| 2024-12-01 | 17.9646071124280 |
| 2025-01-01 | 18.2196728920572 |
| 2025-02-01 | 18.2248412304882 |
| 2025-03-01 | 18.2815158770647 |
| 2025-04-01 | 18.2424161149634 |
| 2025-05-01 | 18.1719096649879 |
| 2025-06-01 | 18.0321505443220 |
| 2025-07-01 | 17.9264508465283 |
| 2025-08-01 | 17.9379199752957 |
| 2025-09-01 | 17.9716590427921 |
| 2025-10-01 | 18.0775097382250 |
| 2025-11-01 | 18.1618914473672 |
| 2025-12-01 | 18.1617254601280 |
| 2026-01-01 | 18.2165766659182 |
| 2026-02-01 | 18.2212064266211 |
| 2026-03-01 | 18.3646650951499 |
| 2026-04-01 | 18.2346284468287 |