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 2025-12-01 |
| Last Updated | 2026-01-28 2:22 AM CST |
| 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 | 16.5791127091201 |
| 1996-11-01 | 16.5236592729064 |
| 1996-12-01 | 16.4864181900655 |
| 1997-01-01 | 16.7160548137367 |
| 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 | 17.0096254383284 |
| 1997-09-01 | 17.0966390915409 |
| 1997-10-01 | 17.3624942576799 |
| 1997-11-01 | 17.4154219237932 |
| 1997-12-01 | 17.3719130261112 |
| 1998-01-01 | 17.3408259462126 |
| 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 | 17.3903538066421 |
| 1998-08-01 | 17.3920900115571 |
| 1998-09-01 | 17.3885119891948 |
| 1998-10-01 | 17.3636505557004 |
| 1998-11-01 | 17.1940275076525 |
| 1998-12-01 | 17.3632758592978 |
| 1999-01-01 | 17.3599798684544 |
| 1999-02-01 | 17.2404833846125 |
| 1999-03-01 | 17.2523425885749 |
| 1999-04-01 | 17.0075789776644 |
| 1999-05-01 | 17.1356876547525 |
| 1999-06-01 | 17.1224499052060 |
| 1999-07-01 | 17.2002728031085 |
| 1999-08-01 | 17.1767215082662 |
| 1999-09-01 | 17.0707558912169 |
| 1999-10-01 | 17.1789076139123 |
| 1999-11-01 | 17.1782891586146 |
| 1999-12-01 | 17.1527130423129 |
| 2000-01-01 | 17.0700652236858 |
| 2000-02-01 | 17.1711988216894 |
| 2000-03-01 | 17.2517534195655 |
| 2000-04-01 | 17.2857880848630 |
| 2000-05-01 | 17.2350588256014 |
| 2000-06-01 | 17.4319092667741 |
| 2000-07-01 | 17.4100978015788 |
| 2000-08-01 | 17.5704596553040 |
| 2000-09-01 | 17.6594574986148 |
| 2000-10-01 | 17.7025138161522 |
| 2000-11-01 | 17.6515888692111 |
| 2000-12-01 | 17.6342822522783 |
| 2001-01-01 | 17.6725857367587 |
| 2001-02-01 | 17.6934480818403 |
| 2001-03-01 | 17.6645575138666 |
| 2001-04-01 | 17.7799201136489 |
| 2001-05-01 | 17.9307040636271 |
| 2001-06-01 | 17.8340848500780 |
| 2001-07-01 | 17.4205760969041 |
| 2001-08-01 | 17.2691496108395 |
| 2001-09-01 | 17.2360797887410 |
| 2001-10-01 | 17.1230319545288 |
| 2001-11-01 | 17.2430013033357 |
| 2001-12-01 | 17.2200029573870 |
| 2002-01-01 | 17.5627868274677 |
| 2002-02-01 | 17.3993897946137 |
| 2002-03-01 | 17.4877835985629 |
| 2002-04-01 | 17.4840039066437 |
| 2002-05-01 | 17.5230234108002 |
| 2002-06-01 | 17.4393374994738 |
| 2002-07-01 | 17.4135136922435 |
| 2002-08-01 | 17.4775960297494 |
| 2002-09-01 | 17.4274632210418 |
| 2002-10-01 | 17.2347914314767 |
| 2002-11-01 | 17.2335271538292 |
| 2002-12-01 | 17.2046229571031 |
| 2003-01-01 | 16.9511621938118 |
| 2003-02-01 | 16.9044796857332 |
| 2003-03-01 | 16.8104183218815 |
| 2003-04-01 | 16.6972937754343 |
| 2003-05-01 | 16.6120689695892 |
| 2003-06-01 | 16.5349747351634 |
| 2003-07-01 | 16.6053870827295 |
| 2003-08-01 | 16.5869388637127 |
| 2003-09-01 | 16.5213050459786 |
| 2003-10-01 | 16.7398541211966 |
| 2003-11-01 | 16.5483045586226 |
| 2003-12-01 | 16.5933767551491 |
| 2004-01-01 | 16.3454689379695 |
| 2004-02-01 | 16.0950645715135 |
| 2004-03-01 | 16.0149773165575 |
| 2004-04-01 | 15.9025125819923 |
| 2004-05-01 | 16.1089790607244 |
| 2004-06-01 | 16.1286603162382 |
| 2004-07-01 | 16.0913425201553 |
| 2004-08-01 | 16.1072451903537 |
| 2004-09-01 | 16.2380251051219 |
| 2004-10-01 | 16.2311543805528 |
| 2004-11-01 | 16.2595155722430 |
| 2004-12-01 | 16.3942525101186 |
| 2005-01-01 | 16.7466378733750 |
| 2005-02-01 | 16.7793975083309 |
| 2005-03-01 | 16.8028114892693 |
| 2005-04-01 | 16.8008094299625 |
| 2005-05-01 | 16.9086111117060 |
| 2005-06-01 | 17.0155700651594 |
| 2005-07-01 | 17.2879468655454 |
| 2005-08-01 | 17.3287338357149 |
| 2005-09-01 | 17.3523577607140 |
| 2005-10-01 | 17.4252615679862 |
| 2005-11-01 | 17.4809230796891 |
| 2005-12-01 | 17.5103238672773 |
| 2006-01-01 | 17.3508997383894 |
| 2006-02-01 | 17.3487770562208 |
| 2006-03-01 | 17.3740062348684 |
| 2006-04-01 | 17.5909579561907 |
| 2006-05-01 | 17.7068607858271 |
| 2006-06-01 | 17.7129851260187 |
| 2006-07-01 | 17.4833958654740 |
| 2006-08-01 | 17.5556009650610 |
| 2006-09-01 | 17.5721521495954 |
| 2006-10-01 | 17.6195264533052 |
| 2006-11-01 | 17.5918034198868 |
| 2006-12-01 | 17.5323130544924 |
| 2007-01-01 | 17.8530365879905 |
| 2007-02-01 | 18.0246217485732 |
| 2007-03-01 | 18.1445999834216 |
| 2007-04-01 | 18.1814183200915 |
| 2007-05-01 | 18.1002780582704 |
| 2007-06-01 | 18.1147491296658 |
| 2007-07-01 | 17.9918132056704 |
| 2007-08-01 | 17.8695171394980 |
| 2007-09-01 | 17.7782370796781 |
| 2007-10-01 | 17.9215087160749 |
| 2007-11-01 | 17.8982881981561 |
| 2007-12-01 | 17.7481501334026 |
| 2008-01-01 | 17.7571285883667 |
| 2008-02-01 | 17.7071373341008 |
| 2008-03-01 | 17.6194589980838 |
| 2008-04-01 | 17.3745106868573 |
| 2008-05-01 | 17.3013088624440 |
| 2008-06-01 | 17.2274002131411 |
| 2008-07-01 | 17.2994088694914 |
| 2008-08-01 | 17.2745878328099 |
| 2008-09-01 | 17.1763365963406 |
| 2008-10-01 | 17.0129175043358 |
| 2008-11-01 | 16.9892726258125 |
| 2008-12-01 | 16.8615786575812 |
| 2009-01-01 | 16.6566536272885 |
| 2009-02-01 | 16.5054973293746 |
| 2009-03-01 | 16.3144210459232 |
| 2009-04-01 | 16.1818101703417 |
| 2009-05-01 | 16.1021958965852 |
| 2009-06-01 | 15.8378323206811 |
| 2009-07-01 | 15.7128947397501 |
| 2009-08-01 | 15.4631807759070 |
| 2009-09-01 | 15.3612761520588 |
| 2009-10-01 | 15.3033934108542 |
| 2009-11-01 | 15.0763960467544 |
| 2009-12-01 | 15.0639710541675 |
| 2010-01-01 | 15.1581746486084 |
| 2010-02-01 | 15.1135434113177 |
| 2010-03-01 | 15.1274934237741 |
| 2010-04-01 | 15.0900005740268 |
| 2010-05-01 | 15.1026750800669 |
| 2010-06-01 | 15.1523358743936 |
| 2010-07-01 | 15.1215612531257 |
| 2010-08-01 | 15.1447059785354 |
| 2010-09-01 | 15.1436377049361 |
| 2010-10-01 | 15.0889728130909 |
| 2010-11-01 | 15.1698753578033 |
| 2010-12-01 | 15.2653066518549 |
| 2011-01-01 | 15.0559970329442 |
| 2011-02-01 | 15.0215541327057 |
| 2011-03-01 | 15.0440543062748 |
| 2011-04-01 | 15.1003259324774 |
| 2011-05-01 | 15.0017785168984 |
| 2011-06-01 | 15.0615133272687 |
| 2011-07-01 | 15.2380216392608 |
| 2011-08-01 | 15.1241059433456 |
| 2011-09-01 | 15.1310982909241 |
| 2011-10-01 | 15.0792881983693 |
| 2011-11-01 | 15.0670398001399 |
| 2011-12-01 | 15.0611547268257 |
| 2012-01-01 | 15.0504797123635 |
| 2012-02-01 | 15.1223364957779 |
| 2012-03-01 | 15.1529570294773 |
| 2012-04-01 | 15.2074510377230 |
| 2012-05-01 | 15.3070356644507 |
| 2012-06-01 | 15.3689813854013 |
| 2012-07-01 | 15.2499341391707 |
| 2012-08-01 | 15.3145108323414 |
| 2012-09-01 | 15.3272747817351 |
| 2012-10-01 | 15.4716835227230 |
| 2012-11-01 | 15.4774992510006 |
| 2012-12-01 | 15.4662019932969 |
| 2013-01-01 | 15.3275951112306 |
| 2013-02-01 | 15.3015346098592 |
| 2013-03-01 | 15.2510168824479 |
| 2013-04-01 | 15.4186867644451 |
| 2013-05-01 | 15.4154268048665 |
| 2013-06-01 | 15.3804064638183 |
| 2013-07-01 | 15.4575214958598 |
| 2013-08-01 | 15.5180662599674 |
| 2013-09-01 | 15.5312758805914 |
| 2013-10-01 | 15.4729500745062 |
| 2013-11-01 | 15.4832474663045 |
| 2013-12-01 | 15.4620178178011 |
| 2014-01-01 | 15.7044700454990 |
| 2014-02-01 | 15.6808976437069 |
| 2014-03-01 | 15.7506203321227 |
| 2014-04-01 | 15.6225740900529 |
| 2014-05-01 | 15.5192730381120 |
| 2014-06-01 | 15.6864286491399 |
| 2014-07-01 | 15.7609491507644 |
| 2014-08-01 | 15.8290916581135 |
| 2014-09-01 | 15.8424361760782 |
| 2014-10-01 | 15.8767864383891 |
| 2014-11-01 | 15.8980773428730 |
| 2014-12-01 | 15.8615787619657 |
| 2015-01-01 | 15.8749610510656 |
| 2015-02-01 | 15.8584559242609 |
| 2015-03-01 | 15.8432685272121 |
| 2015-04-01 | 15.7318208257090 |
| 2015-05-01 | 15.7236525137687 |
| 2015-06-01 | 15.7809846547652 |
| 2015-07-01 | 15.7641374651155 |
| 2015-08-01 | 15.7480791498161 |
| 2015-09-01 | 15.5614938399703 |
| 2015-10-01 | 15.7808840948406 |
| 2015-11-01 | 15.6898317624711 |
| 2015-12-01 | 15.7441094994566 |
| 2016-01-01 | 15.8654331482988 |
| 2016-02-01 | 15.8560098155685 |
| 2016-03-01 | 15.7387173137529 |
| 2016-04-01 | 15.8471379305844 |
| 2016-05-01 | 15.7342926230698 |
| 2016-06-01 | 15.6623279960889 |
| 2016-07-01 | 15.7605553575493 |
| 2016-08-01 | 15.6591594484316 |
| 2016-09-01 | 15.7716328894011 |
| 2016-10-01 | 15.6803096761748 |
| 2016-11-01 | 15.7806454978135 |
| 2016-12-01 | 15.8290812946855 |
| 2017-01-01 | 15.8688423947869 |
| 2017-02-01 | 15.9650228184339 |
| 2017-03-01 | 16.0405046391706 |
| 2017-04-01 | 16.2706075106837 |
| 2017-05-01 | 16.2330876596065 |
| 2017-06-01 | 16.2416065700401 |
| 2017-07-01 | 16.1464470069293 |
| 2017-08-01 | 16.2737702891303 |
| 2017-09-01 | 16.1719488115718 |
| 2017-10-01 | 16.2789911516962 |
| 2017-11-01 | 16.2623895247083 |
| 2017-12-01 | 16.3082222685302 |
| 2018-01-01 | 16.3957944626879 |
| 2018-02-01 | 16.3888611418367 |
| 2018-03-01 | 16.4457482629638 |
| 2018-04-01 | 16.3877908456503 |
| 2018-05-01 | 16.4257887725622 |
| 2018-06-01 | 16.5211268392221 |
| 2018-07-01 | 16.2285056852399 |
| 2018-08-01 | 16.4705696039937 |
| 2018-09-01 | 16.4677742098653 |
| 2018-10-01 | 16.7830417481514 |
| 2018-11-01 | 16.7604808445504 |
| 2018-12-01 | 16.8069476895508 |
| 2019-01-01 | 16.6158405461107 |
| 2019-02-01 | 16.6055262138335 |
| 2019-03-01 | 16.6479704506262 |
| 2019-04-01 | 16.5955280139463 |
| 2019-05-01 | 16.6106803196698 |
| 2019-06-01 | 16.6107463311305 |
| 2019-07-01 | 17.1043985452465 |
| 2019-08-01 | 17.1678314546707 |
| 2019-09-01 | 17.0712528948248 |
| 2019-10-01 | 16.9910858367528 |
| 2019-11-01 | 16.9681579332021 |
| 2019-12-01 | 16.9095479517377 |
| 2020-01-01 | 16.9333539192376 |
| 2020-02-01 | 16.9115879356140 |
| 2020-03-01 | 16.7520162802896 |
| 2020-04-01 | 15.7856588580942 |
| 2020-05-01 | 15.9969214465974 |
| 2020-06-01 | 15.9011649207712 |
| 2020-07-01 | 15.9822175205666 |
| 2020-08-01 | 15.8616103355679 |
| 2020-09-01 | 15.9773824880070 |
| 2020-10-01 | 15.9069008447882 |
| 2020-11-01 | 15.8971804745044 |
| 2020-12-01 | 15.9296685948450 |
| 2021-01-01 | 15.8290679791462 |
| 2021-02-01 | 15.9005597301175 |
| 2021-03-01 | 15.9564453287329 |
| 2021-04-01 | 15.9599442406297 |
| 2021-05-01 | 15.8788298387500 |
| 2021-06-01 | 15.9027459573352 |
| 2021-07-01 | 15.8626196083800 |
| 2021-08-01 | 15.9637764360868 |
| 2021-09-01 | 15.8861725774944 |
| 2021-10-01 | 15.9263320078135 |
| 2021-11-01 | 16.0311081162471 |
| 2021-12-01 | 16.0504985758272 |
| 2022-01-01 | 16.2216002656260 |
| 2022-02-01 | 16.2824091997961 |
| 2022-03-01 | 16.3607356525620 |
| 2022-04-01 | 16.5195857259393 |
| 2022-05-01 | 16.5648325139912 |
| 2022-06-01 | 16.5979132036800 |
| 2022-07-01 | 16.7617333873540 |
| 2022-08-01 | 16.8615797232661 |
| 2022-09-01 | 16.9032989245830 |
| 2022-10-01 | 17.1435894485879 |
| 2022-11-01 | 17.1603932123750 |
| 2022-12-01 | 17.3736663563531 |
| 2023-01-01 | 17.6043984332033 |
| 2023-02-01 | 17.5661678331170 |
| 2023-03-01 | 17.5586112975308 |
| 2023-04-01 | 17.6871450674044 |
| 2023-05-01 | 17.7561723176562 |
| 2023-06-01 | 17.7947765793403 |
| 2023-07-01 | 17.7680768026162 |
| 2023-08-01 | 17.6626107501263 |
| 2023-09-01 | 17.7212470176522 |
| 2023-10-01 | 17.6491458079661 |
| 2023-11-01 | 17.6746288281462 |
| 2023-12-01 | 17.6861853518293 |
| 2024-01-01 | 17.6943728552211 |
| 2024-02-01 | 17.6565977640262 |
| 2024-03-01 | 17.6594383394294 |
| 2024-04-01 | 17.5678962985987 |
| 2024-05-01 | 17.5550973673992 |
| 2024-06-01 | 17.5859795651429 |
| 2024-07-01 | 17.6768045903208 |
| 2024-08-01 | 17.7634508239032 |
| 2024-09-01 | 17.8266939916340 |
| 2024-10-01 | 17.8524096889956 |
| 2024-11-01 | 17.8782096304199 |
| 2024-12-01 | 17.8967894964853 |
| 2025-01-01 | 17.9871035749715 |
| 2025-02-01 | 18.0548012121743 |
| 2025-03-01 | 18.0559666775767 |
| 2025-04-01 | 18.1658128052745 |
| 2025-05-01 | 18.1545255306186 |
| 2025-06-01 | 18.1840298672374 |
| 2025-07-01 | 18.0811732080229 |
| 2025-08-01 | 17.9638850083056 |
| 2025-09-01 | 18.0221960058036 |
| 2025-10-01 | 18.0511575565991 |
| 2025-11-01 | 18.1771610745435 |
| 2025-12-01 | 18.0049343771827 |