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 2026-05-01 |
| Last Updated | 2026-06-24 10:09 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 | 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 | 17.1767215082685 |
| 1999-09-01 | 17.0707558912192 |
| 1999-10-01 | 17.1789076139129 |
| 1999-11-01 | 17.1782891586134 |
| 1999-12-01 | 17.1527130423098 |
| 2000-01-01 | 17.0700652236827 |
| 2000-02-01 | 17.1711988216854 |
| 2000-03-01 | 17.2517534195625 |
| 2000-04-01 | 17.2857880848615 |
| 2000-05-01 | 17.2350588256022 |
| 2000-06-01 | 17.4319092667780 |
| 2000-07-01 | 17.4100978015875 |
| 2000-08-01 | 17.5704596553163 |
| 2000-09-01 | 17.6594574986263 |
| 2000-10-01 | 17.7025138161584 |
| 2000-11-01 | 17.6515888692026 |
| 2000-12-01 | 17.6342822522594 |
| 2001-01-01 | 17.6725857367322 |
| 2001-02-01 | 17.6934480818147 |
| 2001-03-01 | 17.6645575138515 |
| 2001-04-01 | 17.7799201136704 |
| 2001-05-01 | 17.9307040636391 |
| 2001-06-01 | 17.8340848500986 |
| 2001-07-01 | 17.4205760969352 |
| 2001-08-01 | 17.2691496108749 |
| 2001-09-01 | 17.2360797887689 |
| 2001-10-01 | 17.1230319545485 |
| 2001-11-01 | 17.2430013033318 |
| 2001-12-01 | 17.2200029573667 |
| 2002-01-01 | 17.5627868272464 |
| 2002-02-01 | 17.3993897945831 |
| 2002-03-01 | 17.4877835985510 |
| 2002-04-01 | 17.4840039067036 |
| 2002-05-01 | 17.5230234108432 |
| 2002-06-01 | 17.4393374995392 |
| 2002-07-01 | 17.4135136923257 |
| 2002-08-01 | 17.4775960298326 |
| 2002-09-01 | 17.4274632211065 |
| 2002-10-01 | 17.2347914315256 |
| 2002-11-01 | 17.2335271538306 |
| 2002-12-01 | 17.2046229570553 |
| 2003-01-01 | 16.9511621933483 |
| 2003-02-01 | 16.9044796856263 |
| 2003-03-01 | 16.8104183217574 |
| 2003-04-01 | 16.6972937753734 |
| 2003-05-01 | 16.6120689699279 |
| 2003-06-01 | 16.5349747355415 |
| 2003-07-01 | 16.6053870827609 |
| 2003-08-01 | 16.5869388638075 |
| 2003-09-01 | 16.5213050460980 |
| 2003-10-01 | 16.7398541213085 |
| 2003-11-01 | 16.5483045586540 |
| 2003-12-01 | 16.5933767548729 |
| 2004-01-01 | 16.3454689372398 |
| 2004-02-01 | 16.0950645713050 |
| 2004-03-01 | 16.0149773162990 |
| 2004-04-01 | 15.9025125817890 |
| 2004-05-01 | 16.1089790614344 |
| 2004-06-01 | 16.1286603170140 |
| 2004-07-01 | 16.0913425201417 |
| 2004-08-01 | 16.1072451903338 |
| 2004-09-01 | 16.2380251063808 |
| 2004-10-01 | 16.2311543803833 |
| 2004-11-01 | 16.2595155719299 |
| 2004-12-01 | 16.3942525092264 |
| 2005-01-01 | 16.7466378721298 |
| 2005-02-01 | 16.7793975075340 |
| 2005-03-01 | 16.8028114884732 |
| 2005-04-01 | 16.8008094294607 |
| 2005-05-01 | 16.9086111130611 |
| 2005-06-01 | 17.0155700673426 |
| 2005-07-01 | 17.2879468670250 |
| 2005-08-01 | 17.3287338369779 |
| 2005-09-01 | 17.3523577636681 |
| 2005-10-01 | 17.4252615668985 |
| 2005-11-01 | 17.4809230773546 |
| 2005-12-01 | 17.5103238636373 |
| 2006-01-01 | 17.3508997347923 |
| 2006-02-01 | 17.3487770537739 |
| 2006-03-01 | 17.3740062333924 |
| 2006-04-01 | 17.5909579559534 |
| 2006-05-01 | 17.7068607901374 |
| 2006-06-01 | 17.7129851313273 |
| 2006-07-01 | 17.4833958710384 |
| 2006-08-01 | 17.5556009703037 |
| 2006-09-01 | 17.5721521562006 |
| 2006-10-01 | 17.6195264518784 |
| 2006-11-01 | 17.5918034036085 |
| 2006-12-01 | 17.5323130467400 |
| 2007-01-01 | 17.8530365809354 |
| 2007-02-01 | 18.0246217442753 |
| 2007-03-01 | 18.1445999827133 |
| 2007-04-01 | 18.1814183230427 |
| 2007-05-01 | 18.1002780682543 |
| 2007-06-01 | 18.1147491419845 |
| 2007-07-01 | 17.9918132201742 |
| 2007-08-01 | 17.8695171522410 |
| 2007-09-01 | 17.7782370901782 |
| 2007-10-01 | 17.9215087163819 |
| 2007-11-01 | 17.8982881746640 |
| 2007-12-01 | 17.7481500329631 |
| 2008-01-01 | 17.7571285982594 |
| 2008-02-01 | 17.7071373500168 |
| 2008-03-01 | 17.6194590173376 |
| 2008-04-01 | 17.3745107082069 |
| 2008-05-01 | 17.3013088904982 |
| 2008-06-01 | 17.2274002426365 |
| 2008-07-01 | 17.2994088931167 |
| 2008-08-01 | 17.2745878683717 |
| 2008-09-01 | 17.1763366087785 |
| 2008-10-01 | 17.0129174784747 |
| 2008-11-01 | 16.9892725485293 |
| 2008-12-01 | 16.8615784206335 |
| 2009-01-01 | 16.6566536326653 |
| 2009-02-01 | 16.5054973764755 |
| 2009-03-01 | 16.3144211243835 |
| 2009-04-01 | 16.1818102601842 |
| 2009-05-01 | 16.1021959816173 |
| 2009-06-01 | 15.8378323929546 |
| 2009-07-01 | 15.7128947902917 |
| 2009-08-01 | 15.4631808501940 |
| 2009-09-01 | 15.3612761377924 |
| 2009-10-01 | 15.3033933576127 |
| 2009-11-01 | 15.0763959085521 |
| 2009-12-01 | 15.0639704974112 |
| 2010-01-01 | 15.1581744259291 |
| 2010-02-01 | 15.1135432529384 |
| 2010-03-01 | 15.1274945232909 |
| 2010-04-01 | 15.0900005421837 |
| 2010-05-01 | 15.1026750770919 |
| 2010-06-01 | 15.1523358906245 |
| 2010-07-01 | 15.1215613116525 |
| 2010-08-01 | 15.1447061417079 |
| 2010-09-01 | 15.1436377642260 |
| 2010-10-01 | 15.0889729188736 |
| 2010-11-01 | 15.1698754380001 |
| 2010-12-01 | 15.2653056694384 |
| 2011-01-01 | 15.0559950324221 |
| 2011-02-01 | 15.0215539391981 |
| 2011-03-01 | 15.0440577265888 |
| 2011-04-01 | 15.1003257435646 |
| 2011-05-01 | 15.0017781355849 |
| 2011-06-01 | 15.0615132870097 |
| 2011-07-01 | 15.2380217259784 |
| 2011-08-01 | 15.1241061896094 |
| 2011-09-01 | 15.1310984517097 |
| 2011-10-01 | 15.0792884733207 |
| 2011-11-01 | 15.0670400484191 |
| 2011-12-01 | 15.0611532200215 |
| 2012-01-01 | 15.0504758625651 |
| 2012-02-01 | 15.1223362735567 |
| 2012-03-01 | 15.1529628320660 |
| 2012-04-01 | 15.2074507728755 |
| 2012-05-01 | 15.3070349738850 |
| 2012-06-01 | 15.3689812514168 |
| 2012-07-01 | 15.2499340603119 |
| 2012-08-01 | 15.3145108308524 |
| 2012-09-01 | 15.3272760239822 |
| 2012-10-01 | 15.4716835789173 |
| 2012-11-01 | 15.4774993733321 |
| 2012-12-01 | 15.4662001006732 |
| 2013-01-01 | 15.3275897113347 |
| 2013-02-01 | 15.3015348638956 |
| 2013-03-01 | 15.2510244977440 |
| 2013-04-01 | 15.4186869010632 |
| 2013-05-01 | 15.4154259120968 |
| 2013-06-01 | 15.3804058648855 |
| 2013-07-01 | 15.4575203909361 |
| 2013-08-01 | 15.5180648070195 |
| 2013-09-01 | 15.5312770267478 |
| 2013-10-01 | 15.4729490004963 |
| 2013-11-01 | 15.4832473342676 |
| 2013-12-01 | 15.4620174507855 |
| 2014-01-01 | 15.7044676477829 |
| 2014-02-01 | 15.6809013886267 |
| 2014-03-01 | 15.7506300741861 |
| 2014-04-01 | 15.6225792949150 |
| 2014-05-01 | 15.5192668214221 |
| 2014-06-01 | 15.6864198802696 |
| 2014-07-01 | 15.7609398507349 |
| 2014-08-01 | 15.8290850736889 |
| 2014-09-01 | 15.8424392385010 |
| 2014-10-01 | 15.8767917001699 |
| 2014-11-01 | 15.8980864993655 |
| 2014-12-01 | 15.8615876023484 |
| 2015-01-01 | 15.8749643430719 |
| 2015-02-01 | 15.8584597514539 |
| 2015-03-01 | 15.8432707182482 |
| 2015-04-01 | 15.7318196142649 |
| 2015-05-01 | 15.7236299991294 |
| 2015-06-01 | 15.7809614975642 |
| 2015-07-01 | 15.7641223757667 |
| 2015-08-01 | 15.7480790178020 |
| 2015-09-01 | 15.5615120416460 |
| 2015-10-01 | 15.7809327706655 |
| 2015-11-01 | 15.6898554462105 |
| 2015-12-01 | 15.7441194669148 |
| 2016-01-01 | 15.8654147099078 |
| 2016-02-01 | 15.8559852407046 |
| 2016-03-01 | 15.7386993875961 |
| 2016-04-01 | 15.8471509311545 |
| 2016-05-01 | 15.7342653560030 |
| 2016-06-01 | 15.6622320746226 |
| 2016-07-01 | 15.7605347693132 |
| 2016-08-01 | 15.6591805647275 |
| 2016-09-01 | 15.7717197791732 |
| 2016-10-01 | 15.6804704565207 |
| 2016-11-01 | 15.7807252735425 |
| 2016-12-01 | 15.8291104121605 |
| 2017-01-01 | 15.8688053494745 |
| 2017-02-01 | 15.9649525799696 |
| 2017-03-01 | 16.0401865611828 |
| 2017-04-01 | 16.2704662466169 |
| 2017-05-01 | 16.2331393541652 |
| 2017-06-01 | 16.2414693068803 |
| 2017-07-01 | 16.1464780535641 |
| 2017-08-01 | 16.2739364884424 |
| 2017-09-01 | 16.1722789596321 |
| 2017-10-01 | 16.2794735954352 |
| 2017-11-01 | 16.2627322638616 |
| 2017-12-01 | 16.3084287972259 |
| 2018-01-01 | 16.3948313099492 |
| 2018-02-01 | 16.3887346262428 |
| 2018-03-01 | 16.4450602420900 |
| 2018-04-01 | 16.3874185809121 |
| 2018-05-01 | 16.4258830120959 |
| 2018-06-01 | 16.5209877377924 |
| 2018-07-01 | 16.2287005827377 |
| 2018-08-01 | 16.4710397238432 |
| 2018-09-01 | 16.4685413501930 |
| 2018-10-01 | 16.7839861732193 |
| 2018-11-01 | 16.7611767270964 |
| 2018-12-01 | 16.8073348860093 |
| 2019-01-01 | 16.6138976468377 |
| 2019-02-01 | 16.6052529684017 |
| 2019-03-01 | 16.6467710586274 |
| 2019-04-01 | 16.5947230212152 |
| 2019-05-01 | 16.6105851408596 |
| 2019-06-01 | 16.6103496318459 |
| 2019-07-01 | 17.1045293067966 |
| 2019-08-01 | 17.1684403931320 |
| 2019-09-01 | 17.0737065577455 |
| 2019-10-01 | 16.9926730095447 |
| 2019-11-01 | 16.9715816292106 |
| 2019-12-01 | 16.9109917483935 |
| 2020-01-01 | 16.9256525275134 |
| 2020-02-01 | 16.9122777611438 |
| 2020-03-01 | 16.7471433553815 |
| 2020-04-01 | 15.7852001929098 |
| 2020-05-01 | 15.9970530019145 |
| 2020-06-01 | 15.9011473045904 |
| 2020-07-01 | 15.9830793143210 |
| 2020-08-01 | 15.8650555873483 |
| 2020-09-01 | 15.9822389937203 |
| 2020-10-01 | 15.9092073505819 |
| 2020-11-01 | 15.9025488446149 |
| 2020-12-01 | 15.9304258347170 |
| 2021-01-01 | 15.8145086568790 |
| 2021-02-01 | 15.9008837261843 |
| 2021-03-01 | 15.9487452150044 |
| 2021-04-01 | 15.9573551139130 |
| 2021-05-01 | 15.8806864082143 |
| 2021-06-01 | 15.9017278842746 |
| 2021-07-01 | 15.8656220566973 |
| 2021-08-01 | 15.9729517774520 |
| 2021-09-01 | 15.8968985296900 |
| 2021-10-01 | 15.9327796393624 |
| 2021-11-01 | 16.0401034825148 |
| 2021-12-01 | 16.0479588724215 |
| 2022-01-01 | 16.1940681782665 |
| 2022-02-01 | 16.2807985799715 |
| 2022-03-01 | 16.3390066856034 |
| 2022-04-01 | 16.5129243724650 |
| 2022-05-01 | 16.5688651028176 |
| 2022-06-01 | 16.6055723406521 |
| 2022-07-01 | 16.7709647714827 |
| 2022-08-01 | 16.8857867596656 |
| 2022-09-01 | 16.9231090119863 |
| 2022-10-01 | 17.1554650402315 |
| 2022-11-01 | 17.1662466468968 |
| 2022-12-01 | 17.3638321426692 |
| 2023-01-01 | 17.5602063923034 |
| 2023-02-01 | 17.5546396263542 |
| 2023-03-01 | 17.5222809191133 |
| 2023-04-01 | 17.6750008822296 |
| 2023-05-01 | 17.7655587236807 |
| 2023-06-01 | 17.8158642470692 |
| 2023-07-01 | 17.7887904769190 |
| 2023-08-01 | 17.7042263758333 |
| 2023-09-01 | 17.7526829724201 |
| 2023-10-01 | 17.6666758961631 |
| 2023-11-01 | 17.6752000512647 |
| 2023-12-01 | 17.6642681522121 |
| 2024-01-01 | 17.6332518503675 |
| 2024-02-01 | 17.6356906359264 |
| 2024-03-01 | 17.6022214550067 |
| 2024-04-01 | 17.6512234575546 |
| 2024-05-01 | 17.6667507918691 |
| 2024-06-01 | 17.8262844488146 |
| 2024-07-01 | 17.9113353197196 |
| 2024-08-01 | 18.0253156805517 |
| 2024-09-01 | 18.0685845681289 |
| 2024-10-01 | 18.0738026193796 |
| 2024-11-01 | 17.9681154153285 |
| 2024-12-01 | 17.9611552703547 |
| 2025-01-01 | 18.2151121235422 |
| 2025-02-01 | 18.2229244312344 |
| 2025-03-01 | 18.2869064291838 |
| 2025-04-01 | 18.2443882623927 |
| 2025-05-01 | 18.1693540268429 |
| 2025-06-01 | 18.0373548991982 |
| 2025-07-01 | 17.9281059512770 |
| 2025-08-01 | 17.9392046708349 |
| 2025-09-01 | 17.9721823036548 |
| 2025-10-01 | 18.0758688465735 |
| 2025-11-01 | 18.1597964938492 |
| 2025-12-01 | 18.1570679980093 |
| 2026-01-01 | 18.2118759967808 |
| 2026-02-01 | 18.2195427784047 |
| 2026-03-01 | 18.3727019238212 |
| 2026-04-01 | 18.2402672347805 |
| 2026-05-01 | 18.2688093069549 |