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 2026-06-01 |
| Last Updated | 2026-07-22 10:00 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 | 17.3632758592976 |
| 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 | 17.4319092667781 |
| 2000-07-01 | 17.4100978015876 |
| 2000-08-01 | 17.5704596553164 |
| 2000-09-01 | 17.6594574986264 |
| 2000-10-01 | 17.7025138161585 |
| 2000-11-01 | 17.6515888692025 |
| 2000-12-01 | 17.6342822522593 |
| 2001-01-01 | 17.6725857367321 |
| 2001-02-01 | 17.6934480818146 |
| 2001-03-01 | 17.6645575138514 |
| 2001-04-01 | 17.7799201136705 |
| 2001-05-01 | 17.9307040636392 |
| 2001-06-01 | 17.8340848500987 |
| 2001-07-01 | 17.4205760969353 |
| 2001-08-01 | 17.2691496108751 |
| 2001-09-01 | 17.2360797887690 |
| 2001-10-01 | 17.1230319545487 |
| 2001-11-01 | 17.2430013033318 |
| 2001-12-01 | 17.2200029573666 |
| 2002-01-01 | 17.5627868272452 |
| 2002-02-01 | 17.3993897945830 |
| 2002-03-01 | 17.4877835985509 |
| 2002-04-01 | 17.4840039067040 |
| 2002-05-01 | 17.5230234108434 |
| 2002-06-01 | 17.4393374995396 |
| 2002-07-01 | 17.4135136923261 |
| 2002-08-01 | 17.4775960298331 |
| 2002-09-01 | 17.4274632211068 |
| 2002-10-01 | 17.2347914315259 |
| 2002-11-01 | 17.2335271538306 |
| 2002-12-01 | 17.2046229570550 |
| 2003-01-01 | 16.9511621933457 |
| 2003-02-01 | 16.9044796856258 |
| 2003-03-01 | 16.8104183217568 |
| 2003-04-01 | 16.6972937753731 |
| 2003-05-01 | 16.6120689699298 |
| 2003-06-01 | 16.5349747355436 |
| 2003-07-01 | 16.6053870827611 |
| 2003-08-01 | 16.5869388638081 |
| 2003-09-01 | 16.5213050460987 |
| 2003-10-01 | 16.7398541213091 |
| 2003-11-01 | 16.5483045586540 |
| 2003-12-01 | 16.5933767548712 |
| 2004-01-01 | 16.3454689372355 |
| 2004-02-01 | 16.0950645713037 |
| 2004-03-01 | 16.0149773162976 |
| 2004-04-01 | 15.9025125817882 |
| 2004-05-01 | 16.1089790614388 |
| 2004-06-01 | 16.1286603170189 |
| 2004-07-01 | 16.0913425201424 |
| 2004-08-01 | 16.1072451903341 |
| 2004-09-01 | 16.2380251063866 |
| 2004-10-01 | 16.2311543803820 |
| 2004-11-01 | 16.2595155719273 |
| 2004-12-01 | 16.3942525092205 |
| 2005-01-01 | 16.7466378721219 |
| 2005-02-01 | 16.7793975075291 |
| 2005-03-01 | 16.8028114884692 |
| 2005-04-01 | 16.8008094294591 |
| 2005-05-01 | 16.9086111130706 |
| 2005-06-01 | 17.0155700673569 |
| 2005-07-01 | 17.2879468670353 |
| 2005-08-01 | 17.3287338369860 |
| 2005-09-01 | 17.3523577636817 |
| 2005-10-01 | 17.4252615668910 |
| 2005-11-01 | 17.4809230773390 |
| 2005-12-01 | 17.5103238636142 |
| 2006-01-01 | 17.3508997347698 |
| 2006-02-01 | 17.3487770537585 |
| 2006-03-01 | 17.3740062333832 |
| 2006-04-01 | 17.5909579559515 |
| 2006-05-01 | 17.7068607901752 |
| 2006-06-01 | 17.7129851313595 |
| 2006-07-01 | 17.4833958710743 |
| 2006-08-01 | 17.5556009703397 |
| 2006-09-01 | 17.5721521562410 |
| 2006-10-01 | 17.6195264518764 |
| 2006-11-01 | 17.5918034034928 |
| 2006-12-01 | 17.5323130466888 |
| 2007-01-01 | 17.8530365808803 |
| 2007-02-01 | 18.0246217442339 |
| 2007-03-01 | 18.1445999826957 |
| 2007-04-01 | 18.1814183230526 |
| 2007-05-01 | 18.1002780683405 |
| 2007-06-01 | 18.1147491420680 |
| 2007-07-01 | 17.9918132202788 |
| 2007-08-01 | 17.8695171523440 |
| 2007-09-01 | 17.7782370902869 |
| 2007-10-01 | 17.9215087164502 |
| 2007-11-01 | 17.8982881745280 |
| 2007-12-01 | 17.7481500323894 |
| 2008-01-01 | 17.7571285982115 |
| 2008-02-01 | 17.7071373499438 |
| 2008-03-01 | 17.6194590172776 |
| 2008-04-01 | 17.3745107082135 |
| 2008-05-01 | 17.3013088906874 |
| 2008-06-01 | 17.2274002429324 |
| 2008-07-01 | 17.2994088934524 |
| 2008-08-01 | 17.2745878688113 |
| 2008-09-01 | 17.1763366091101 |
| 2008-10-01 | 17.0129174785761 |
| 2008-11-01 | 16.9892725481657 |
| 2008-12-01 | 16.8615784192196 |
| 2009-01-01 | 16.6566536322875 |
| 2009-02-01 | 16.5054973761121 |
| 2009-03-01 | 16.3144211241201 |
| 2009-04-01 | 16.1818102601165 |
| 2009-05-01 | 16.1021959818972 |
| 2009-06-01 | 15.8378323945764 |
| 2009-07-01 | 15.7128947911286 |
| 2009-08-01 | 15.4631808513307 |
| 2009-09-01 | 15.3612761386337 |
| 2009-10-01 | 15.3033933575844 |
| 2009-11-01 | 15.0763959072032 |
| 2009-12-01 | 15.0639704948030 |
| 2010-01-01 | 15.1581744248652 |
| 2010-02-01 | 15.1135432520318 |
| 2010-03-01 | 15.1274945226787 |
| 2010-04-01 | 15.0900005419233 |
| 2010-05-01 | 15.1026750772579 |
| 2010-06-01 | 15.1523358935629 |
| 2010-07-01 | 15.1215613134752 |
| 2010-08-01 | 15.1447061444306 |
| 2010-09-01 | 15.1436377670332 |
| 2010-10-01 | 15.0889729209640 |
| 2010-11-01 | 15.1698754386544 |
| 2010-12-01 | 15.2653056563207 |
| 2011-01-01 | 15.0559950262644 |
| 2011-02-01 | 15.0215539395353 |
| 2011-03-01 | 15.0440577282457 |
| 2011-04-01 | 15.1003257444944 |
| 2011-05-01 | 15.0017781353197 |
| 2011-06-01 | 15.0615132967213 |
| 2011-07-01 | 15.2380217351214 |
| 2011-08-01 | 15.1241061986582 |
| 2011-09-01 | 15.1310984570153 |
| 2011-10-01 | 15.0792884690738 |
| 2011-11-01 | 15.0670400349307 |
| 2011-12-01 | 15.0611531793577 |
| 2012-01-01 | 15.0504758418946 |
| 2012-02-01 | 15.1223362785782 |
| 2012-03-01 | 15.1529628515432 |
| 2012-04-01 | 15.2074507973035 |
| 2012-05-01 | 15.3070349950651 |
| 2012-06-01 | 15.3689812814761 |
| 2012-07-01 | 15.2499340804045 |
| 2012-08-01 | 15.3145108391189 |
| 2012-09-01 | 15.3272760324589 |
| 2012-10-01 | 15.4716835420398 |
| 2012-11-01 | 15.4774993099653 |
| 2012-12-01 | 15.4661999930650 |
| 2013-01-01 | 15.3275896450873 |
| 2013-02-01 | 15.3015348635027 |
| 2013-03-01 | 15.2510245533581 |
| 2013-04-01 | 15.4186869979446 |
| 2013-05-01 | 15.4154260247870 |
| 2013-06-01 | 15.3804059888204 |
| 2013-07-01 | 15.4575204764155 |
| 2013-08-01 | 15.5180648352694 |
| 2013-09-01 | 15.5312770270039 |
| 2013-10-01 | 15.4729488646687 |
| 2013-11-01 | 15.4832471092302 |
| 2013-12-01 | 15.4620171668835 |
| 2014-01-01 | 15.7044673866241 |
| 2014-02-01 | 15.6809011808722 |
| 2014-03-01 | 15.7506299337580 |
| 2014-04-01 | 15.6225805556524 |
| 2014-05-01 | 15.5192668960733 |
| 2014-06-01 | 15.6864200646551 |
| 2014-07-01 | 15.7609400380955 |
| 2014-08-01 | 15.8290851555347 |
| 2014-09-01 | 15.8424391796585 |
| 2014-10-01 | 15.8767913426004 |
| 2014-11-01 | 15.8980859523843 |
| 2014-12-01 | 15.8615869786695 |
| 2015-01-01 | 15.8749637712251 |
| 2015-02-01 | 15.8584592812473 |
| 2015-03-01 | 15.8432703694093 |
| 2015-04-01 | 15.7318220711069 |
| 2015-05-01 | 15.7236301222026 |
| 2015-06-01 | 15.7809618953253 |
| 2015-07-01 | 15.7641232569268 |
| 2015-08-01 | 15.7480795658095 |
| 2015-09-01 | 15.5615125051997 |
| 2015-10-01 | 15.7809310403281 |
| 2015-11-01 | 15.6898539970658 |
| 2015-12-01 | 15.7441175382260 |
| 2016-01-01 | 15.8654143864205 |
| 2016-02-01 | 15.8559848834236 |
| 2016-03-01 | 15.7386990951397 |
| 2016-04-01 | 15.8471547569098 |
| 2016-05-01 | 15.7342650990676 |
| 2016-06-01 | 15.6622324882126 |
| 2016-07-01 | 15.7605368515312 |
| 2016-08-01 | 15.6591825421563 |
| 2016-09-01 | 15.7717205352056 |
| 2016-10-01 | 15.6804671779652 |
| 2016-11-01 | 15.7807227772252 |
| 2016-12-01 | 15.8291069027624 |
| 2017-01-01 | 15.8688047013778 |
| 2017-02-01 | 15.9649513069796 |
| 2017-03-01 | 16.0401868953716 |
| 2017-04-01 | 16.2704701877002 |
| 2017-05-01 | 16.2331390972179 |
| 2017-06-01 | 16.2414708068023 |
| 2017-07-01 | 16.1464835132596 |
| 2017-08-01 | 16.2739425360111 |
| 2017-09-01 | 16.1722812892362 |
| 2017-10-01 | 16.2794676632894 |
| 2017-11-01 | 16.2627255029839 |
| 2017-12-01 | 16.3084197945173 |
| 2018-01-01 | 16.3948266612906 |
| 2018-02-01 | 16.3887315788956 |
| 2018-03-01 | 16.4450626343236 |
| 2018-04-01 | 16.3874257158808 |
| 2018-05-01 | 16.4258864070650 |
| 2018-06-01 | 16.5209934785870 |
| 2018-07-01 | 16.2287120084362 |
| 2018-08-01 | 16.4710522005954 |
| 2018-09-01 | 16.4685451499904 |
| 2018-10-01 | 16.7839754816425 |
| 2018-11-01 | 16.7611594801873 |
| 2018-12-01 | 16.8073134792736 |
| 2019-01-01 | 16.6138827078616 |
| 2019-02-01 | 16.6052467021046 |
| 2019-03-01 | 16.6467792058119 |
| 2019-04-01 | 16.5947388085136 |
| 2019-05-01 | 16.6105994817800 |
| 2019-06-01 | 16.6103635361750 |
| 2019-07-01 | 17.1045504991302 |
| 2019-08-01 | 17.1684643044291 |
| 2019-09-01 | 17.0737120460659 |
| 2019-10-01 | 16.9926579510029 |
| 2019-11-01 | 16.9715633792491 |
| 2019-12-01 | 16.9109733389101 |
| 2020-01-01 | 16.9254330653903 |
| 2020-02-01 | 16.9122859992076 |
| 2020-03-01 | 16.7473798232133 |
| 2020-04-01 | 15.7852212507987 |
| 2020-05-01 | 15.9970651603933 |
| 2020-06-01 | 15.9011517385816 |
| 2020-07-01 | 15.9830833997872 |
| 2020-08-01 | 15.8650546057445 |
| 2020-09-01 | 15.9822132917872 |
| 2020-10-01 | 15.9091639572628 |
| 2020-11-01 | 15.9025127822263 |
| 2020-12-01 | 15.9304109171885 |
| 2021-01-01 | 15.8141138678245 |
| 2021-02-01 | 15.9009643073804 |
| 2021-03-01 | 15.9492804300361 |
| 2021-04-01 | 15.9574347404272 |
| 2021-05-01 | 15.8807121872176 |
| 2021-06-01 | 15.9016948992915 |
| 2021-07-01 | 15.8655451728256 |
| 2021-08-01 | 15.9728525160646 |
| 2021-09-01 | 15.8967912225692 |
| 2021-10-01 | 15.9326950696969 |
| 2021-11-01 | 16.0399230534453 |
| 2021-12-01 | 16.0478995118166 |
| 2022-01-01 | 16.1935820837956 |
| 2022-02-01 | 16.2810838002176 |
| 2022-03-01 | 16.3399901272395 |
| 2022-04-01 | 16.5132466036998 |
| 2022-05-01 | 16.5691290054714 |
| 2022-06-01 | 16.6057532361767 |
| 2022-07-01 | 16.7697463355568 |
| 2022-08-01 | 16.8854862412884 |
| 2022-09-01 | 16.9230604174742 |
| 2022-10-01 | 17.1554129080749 |
| 2022-11-01 | 17.1658011397883 |
| 2022-12-01 | 17.3637430321440 |
| 2023-01-01 | 17.5598793005294 |
| 2023-02-01 | 17.5552014801366 |
| 2023-03-01 | 17.5236330794537 |
| 2023-04-01 | 17.6758686162659 |
| 2023-05-01 | 17.7665214207450 |
| 2023-06-01 | 17.8158442052190 |
| 2023-07-01 | 17.7862137747866 |
| 2023-08-01 | 17.7036429735934 |
| 2023-09-01 | 17.7526754559375 |
| 2023-10-01 | 17.6665917891085 |
| 2023-11-01 | 17.6742769851045 |
| 2023-12-01 | 17.6636524183426 |
| 2024-01-01 | 17.6324384486236 |
| 2024-02-01 | 17.6360949332761 |
| 2024-03-01 | 17.6042858205800 |
| 2024-04-01 | 17.6541207771917 |
| 2024-05-01 | 17.6711269924593 |
| 2024-06-01 | 17.8247798118141 |
| 2024-07-01 | 17.9068012623657 |
| 2024-08-01 | 18.0241022153640 |
| 2024-09-01 | 18.0683511026557 |
| 2024-10-01 | 18.0734596946206 |
| 2024-11-01 | 17.9666736370270 |
| 2024-12-01 | 17.9599066183718 |
| 2025-01-01 | 18.2137049756021 |
| 2025-02-01 | 18.2228869006569 |
| 2025-03-01 | 18.2893928914403 |
| 2025-04-01 | 18.2495421499079 |
| 2025-05-01 | 18.1776748883267 |
| 2025-06-01 | 18.0348768609569 |
| 2025-07-01 | 17.9221618990026 |
| 2025-08-01 | 17.9372219422249 |
| 2025-09-01 | 17.9714279890707 |
| 2025-10-01 | 18.0750392953358 |
| 2025-11-01 | 18.1577271111067 |
| 2025-12-01 | 18.1548807146357 |
| 2026-01-01 | 18.2094537483072 |
| 2026-02-01 | 18.2186526009544 |
| 2026-03-01 | 18.3753538724529 |
| 2026-04-01 | 18.2476096435185 |
| 2026-05-01 | 18.2812347406696 |
| 2026-06-01 | 18.3424620216622 |