Table Data - All Employees: Wholesale Trade in Oklahoma City, OK (MSA)
| Title | All Employees: Wholesale Trade in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | SMU40364204100000001SA |
| 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 1:19 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 | 18.1358058032286 |
| 1990-02-01 | 18.2182212393238 |
| 1990-03-01 | 18.3228700752613 |
| 1990-04-01 | 18.4465653892744 |
| 1990-05-01 | 18.2912071943553 |
| 1990-06-01 | 18.5097158439867 |
| 1990-07-01 | 19.1832815897775 |
| 1990-08-01 | 19.3091654732505 |
| 1990-09-01 | 19.1526735100776 |
| 1990-10-01 | 18.9479748040679 |
| 1990-11-01 | 18.7754389014061 |
| 1990-12-01 | 18.8212363451663 |
| 1991-01-01 | 18.1242058399662 |
| 1991-02-01 | 18.1074955183477 |
| 1991-03-01 | 18.2149758019873 |
| 1991-04-01 | 18.2511375163754 |
| 1991-05-01 | 18.2973057577065 |
| 1991-06-01 | 18.2098931951478 |
| 1991-07-01 | 18.2858296281153 |
| 1991-08-01 | 18.3113616481299 |
| 1991-09-01 | 18.3691300177901 |
| 1991-10-01 | 18.3507763098580 |
| 1991-11-01 | 18.4790665414707 |
| 1991-12-01 | 18.6218811769951 |
| 1992-01-01 | 18.2988628117291 |
| 1992-02-01 | 18.2894162521892 |
| 1992-03-01 | 18.1999741196879 |
| 1992-04-01 | 18.2702413008531 |
| 1992-05-01 | 18.3975845551235 |
| 1992-06-01 | 18.5121803185105 |
| 1992-07-01 | 18.1974523243596 |
| 1992-08-01 | 18.2170261628247 |
| 1992-09-01 | 18.2976764981886 |
| 1992-10-01 | 18.3531214159320 |
| 1992-11-01 | 18.3713318034256 |
| 1992-12-01 | 18.3143998843446 |
| 1993-01-01 | 18.3713239226000 |
| 1993-02-01 | 18.3748971474862 |
| 1993-03-01 | 18.4767944269685 |
| 1993-04-01 | 18.1988195363836 |
| 1993-05-01 | 18.0983852299665 |
| 1993-06-01 | 18.1157100282751 |
| 1993-07-01 | 18.2137659648433 |
| 1993-08-01 | 18.2210259793369 |
| 1993-09-01 | 18.1277043617723 |
| 1993-10-01 | 18.2541686165239 |
| 1993-11-01 | 18.2603391611667 |
| 1993-12-01 | 18.3988691629694 |
| 1994-01-01 | 18.5477120003242 |
| 1994-02-01 | 18.6680379085220 |
| 1994-03-01 | 18.4432465517705 |
| 1994-04-01 | 18.8262644036445 |
| 1994-05-01 | 18.8080609158655 |
| 1994-06-01 | 18.9268965410710 |
| 1994-07-01 | 18.9227359882488 |
| 1994-08-01 | 18.9176590449833 |
| 1994-09-01 | 19.0611546838675 |
| 1994-10-01 | 18.6608815582658 |
| 1994-11-01 | 18.8448567438902 |
| 1994-12-01 | 18.8788656538850 |
| 1995-01-01 | 19.0320093234688 |
| 1995-02-01 | 19.0677594368057 |
| 1995-03-01 | 19.1097064961692 |
| 1995-04-01 | 19.1444214704791 |
| 1995-05-01 | 19.3190900512292 |
| 1995-06-01 | 19.4394456525015 |
| 1995-07-01 | 19.4234353387120 |
| 1995-08-01 | 19.5164752148490 |
| 1995-09-01 | 19.6830418064422 |
| 1995-10-01 | 19.7783179044683 |
| 1995-11-01 | 19.8325009599495 |
| 1995-12-01 | 19.8579711642604 |
| 1996-01-01 | 19.5321395120716 |
| 1996-02-01 | 19.6618935920736 |
| 1996-03-01 | 19.7815358933959 |
| 1996-04-01 | 19.6509483902058 |
| 1996-05-01 | 19.7265875786282 |
| 1996-06-01 | 19.6468574507696 |
| 1996-07-01 | 19.7222757355585 |
| 1996-08-01 | 19.8195128078469 |
| 1996-09-01 | 19.8034486678188 |
| 1996-10-01 | 19.9035227454112 |
| 1996-11-01 | 19.9121929573170 |
| 1996-12-01 | 19.9437287544607 |
| 1997-01-01 | 19.8380200547805 |
| 1997-02-01 | 19.8493533801597 |
| 1997-03-01 | 19.9708317173154 |
| 1997-04-01 | 20.0468750948720 |
| 1997-05-01 | 20.0258401920708 |
| 1997-06-01 | 20.1542161309083 |
| 1997-07-01 | 20.6238438860061 |
| 1997-08-01 | 20.4195829000208 |
| 1997-09-01 | 20.4110638134686 |
| 1997-10-01 | 20.4312151063017 |
| 1997-11-01 | 20.3006544180702 |
| 1997-12-01 | 20.4334544190571 |
| 1998-01-01 | 20.7554137855318 |
| 1998-02-01 | 21.0211410570428 |
| 1998-03-01 | 20.7699722883528 |
| 1998-04-01 | 20.7390077053952 |
| 1998-05-01 | 20.8426990787801 |
| 1998-06-01 | 20.7488443351738 |
| 1998-07-01 | 20.8230807859638 |
| 1998-08-01 | 20.7090494894746 |
| 1998-09-01 | 20.8139699201455 |
| 1998-10-01 | 20.8517560794876 |
| 1998-11-01 | 21.0025495510681 |
| 1998-12-01 | 21.1282343597443 |
| 1999-01-01 | 21.0643764214464 |
| 1999-02-01 | 21.2931884646262 |
| 1999-03-01 | 21.2751287085028 |
| 1999-04-01 | 21.4444970348593 |
| 1999-05-01 | 21.2607543660806 |
| 1999-06-01 | 21.2465393613109 |
| 1999-07-01 | 21.0176990155885 |
| 1999-08-01 | 20.8947590910034 |
| 1999-09-01 | 20.7979234754699 |
| 1999-10-01 | 21.5644024042360 |
| 1999-11-01 | 21.6187127240759 |
| 1999-12-01 | 21.4226343993403 |
| 2000-01-01 | 21.4708953948868 |
| 2000-02-01 | 21.3663992535333 |
| 2000-03-01 | 21.2759352963790 |
| 2000-04-01 | 21.4654242810248 |
| 2000-05-01 | 21.3859291775578 |
| 2000-06-01 | 21.3404588820973 |
| 2000-07-01 | 21.4182403664681 |
| 2000-08-01 | 21.6842039073226 |
| 2000-09-01 | 21.6780945571865 |
| 2000-10-01 | 21.5543426923905 |
| 2000-11-01 | 21.5374646734668 |
| 2000-12-01 | 21.6120752052942 |
| 2001-01-01 | 20.5623992844039 |
| 2001-02-01 | 20.7550899823424 |
| 2001-03-01 | 20.7748513150515 |
| 2001-04-01 | 20.8019956648971 |
| 2001-05-01 | 20.8090907288147 |
| 2001-06-01 | 21.0500146328659 |
| 2001-07-01 | 21.0118590356774 |
| 2001-08-01 | 21.0774008500359 |
| 2001-09-01 | 20.9603165586694 |
| 2001-10-01 | 20.9310520215905 |
| 2001-11-01 | 20.8525885498439 |
| 2001-12-01 | 20.9919115433652 |
| 2002-01-01 | 20.6573608526786 |
| 2002-02-01 | 20.5503177006664 |
| 2002-03-01 | 20.5684039550027 |
| 2002-04-01 | 20.4341838999357 |
| 2002-05-01 | 20.5374544347925 |
| 2002-06-01 | 20.4610400668689 |
| 2002-07-01 | 20.7012050735233 |
| 2002-08-01 | 20.4804269832234 |
| 2002-09-01 | 20.5645969729815 |
| 2002-10-01 | 20.2991433146283 |
| 2002-11-01 | 20.2582793957943 |
| 2002-12-01 | 20.1671114719897 |
| 2003-01-01 | 20.3500347927489 |
| 2003-02-01 | 20.2481210336216 |
| 2003-03-01 | 20.2653662422517 |
| 2003-04-01 | 20.1587080080260 |
| 2003-05-01 | 20.0473959034938 |
| 2003-06-01 | 19.8761270061504 |
| 2003-07-01 | 19.7878787421602 |
| 2003-08-01 | 19.8007462622143 |
| 2003-09-01 | 19.8819483334165 |
| 2003-10-01 | 19.8781677718260 |
| 2003-11-01 | 19.7531605752667 |
| 2003-12-01 | 19.8414449189997 |
| 2004-01-01 | 19.8505566602468 |
| 2004-02-01 | 19.8404543515267 |
| 2004-03-01 | 19.5622563978332 |
| 2004-04-01 | 19.6581565842101 |
| 2004-05-01 | 19.7457131559435 |
| 2004-06-01 | 19.9821404390297 |
| 2004-07-01 | 19.9891718001868 |
| 2004-08-01 | 19.9366659159236 |
| 2004-09-01 | 19.9161072375645 |
| 2004-10-01 | 20.0619632103467 |
| 2004-11-01 | 20.1409637370916 |
| 2004-12-01 | 20.1145949031753 |
| 2005-01-01 | 20.0472110883495 |
| 2005-02-01 | 20.0261710359583 |
| 2005-03-01 | 20.0662786473672 |
| 2005-04-01 | 20.1482916800927 |
| 2005-05-01 | 20.1405121546203 |
| 2005-06-01 | 20.1851371685929 |
| 2005-07-01 | 20.4965887960554 |
| 2005-08-01 | 20.5746658180546 |
| 2005-09-01 | 20.4435616299448 |
| 2005-10-01 | 20.5582672689328 |
| 2005-11-01 | 20.6236212800341 |
| 2005-12-01 | 20.6960132433908 |
| 2006-01-01 | 20.7434171051641 |
| 2006-02-01 | 20.9080847029001 |
| 2006-03-01 | 20.9677153753440 |
| 2006-04-01 | 21.1287770665105 |
| 2006-05-01 | 21.2416254614627 |
| 2006-06-01 | 21.2934403911250 |
| 2006-07-01 | 21.3103333519506 |
| 2006-08-01 | 21.4024062305582 |
| 2006-09-01 | 21.4622746262734 |
| 2006-10-01 | 21.4564796476493 |
| 2006-11-01 | 21.5115127999417 |
| 2006-12-01 | 21.5894495871833 |
| 2007-01-01 | 21.5291297056923 |
| 2007-02-01 | 21.5877510365775 |
| 2007-03-01 | 21.6697409831008 |
| 2007-04-01 | 21.7146872935142 |
| 2007-05-01 | 21.7429024486942 |
| 2007-06-01 | 21.7123113841361 |
| 2007-07-01 | 21.5248184165590 |
| 2007-08-01 | 21.4164951826583 |
| 2007-09-01 | 21.3654410730414 |
| 2007-10-01 | 21.4555936989654 |
| 2007-11-01 | 21.5082366086705 |
| 2007-12-01 | 21.6001537924163 |
| 2008-01-01 | 21.6033117431757 |
| 2008-02-01 | 21.5749368158110 |
| 2008-03-01 | 21.5634456970602 |
| 2008-04-01 | 21.4951856445047 |
| 2008-05-01 | 21.5469724021969 |
| 2008-06-01 | 21.6358222953247 |
| 2008-07-01 | 21.6415841700311 |
| 2008-08-01 | 21.5272944797366 |
| 2008-09-01 | 21.6618068895692 |
| 2008-10-01 | 21.5525222384418 |
| 2008-11-01 | 21.5152485553914 |
| 2008-12-01 | 21.3216669525696 |
| 2009-01-01 | 21.1635117608611 |
| 2009-02-01 | 21.0620300710936 |
| 2009-03-01 | 20.8502671671566 |
| 2009-04-01 | 20.6894122961204 |
| 2009-05-01 | 20.3545926612726 |
| 2009-06-01 | 20.2555307592006 |
| 2009-07-01 | 20.2543478878391 |
| 2009-08-01 | 20.2333997039824 |
| 2009-09-01 | 20.1572946614562 |
| 2009-10-01 | 20.2535201982854 |
| 2009-11-01 | 20.0191713475290 |
| 2009-12-01 | 19.9426634912362 |
| 2010-01-01 | 20.0295145764203 |
| 2010-02-01 | 20.0527994086999 |
| 2010-03-01 | 20.0317421629382 |
| 2010-04-01 | 20.1881794171295 |
| 2010-05-01 | 20.2607073947821 |
| 2010-06-01 | 20.2658195267944 |
| 2010-07-01 | 20.4706837317772 |
| 2010-08-01 | 20.6403910789977 |
| 2010-09-01 | 20.6533505891418 |
| 2010-10-01 | 20.8592126960398 |
| 2010-11-01 | 20.8161741889688 |
| 2010-12-01 | 20.9612942074407 |
| 2011-01-01 | 20.9975019579662 |
| 2011-02-01 | 21.0447847825238 |
| 2011-03-01 | 21.2234238317550 |
| 2011-04-01 | 21.3929698273176 |
| 2011-05-01 | 21.3593777094710 |
| 2011-06-01 | 21.4662738493799 |
| 2011-07-01 | 21.4952417028544 |
| 2011-08-01 | 21.4424976901409 |
| 2011-09-01 | 21.5505035342041 |
| 2011-10-01 | 21.5616308989104 |
| 2011-11-01 | 21.5112627608383 |
| 2011-12-01 | 21.6641070123044 |
| 2012-01-01 | 21.9851554055280 |
| 2012-02-01 | 22.2401099267698 |
| 2012-03-01 | 22.2188253207639 |
| 2012-04-01 | 22.2013966431687 |
| 2012-05-01 | 22.3586520153082 |
| 2012-06-01 | 22.4544378770882 |
| 2012-07-01 | 22.6166663317559 |
| 2012-08-01 | 22.7509427781740 |
| 2012-09-01 | 22.6428088155769 |
| 2012-10-01 | 22.8644716001144 |
| 2012-11-01 | 23.1013631979426 |
| 2012-12-01 | 23.2596321927744 |
| 2013-01-01 | 23.3838577537532 |
| 2013-02-01 | 23.5395945367018 |
| 2013-03-01 | 23.6246045874092 |
| 2013-04-01 | 23.6073896520932 |
| 2013-05-01 | 23.7583570932553 |
| 2013-06-01 | 23.8488350026340 |
| 2013-07-01 | 23.7300347456873 |
| 2013-08-01 | 23.7510573162624 |
| 2013-09-01 | 23.8326196743258 |
| 2013-10-01 | 23.8608102527947 |
| 2013-11-01 | 23.9883337327703 |
| 2013-12-01 | 23.9490968299421 |
| 2014-01-01 | 24.0059226998313 |
| 2014-02-01 | 23.9409472925689 |
| 2014-03-01 | 23.9360714394370 |
| 2014-04-01 | 24.1073715440659 |
| 2014-05-01 | 24.1572475367995 |
| 2014-06-01 | 24.2460361895807 |
| 2014-07-01 | 24.2376455570032 |
| 2014-08-01 | 24.4497694227223 |
| 2014-09-01 | 24.5196858304308 |
| 2014-10-01 | 24.7537192411508 |
| 2014-11-01 | 24.6721426017044 |
| 2014-12-01 | 24.7403348095476 |
| 2015-01-01 | 24.7279325740998 |
| 2015-02-01 | 24.7526640353574 |
| 2015-03-01 | 24.6648372045269 |
| 2015-04-01 | 24.4890353530978 |
| 2015-05-01 | 24.4526355669889 |
| 2015-06-01 | 24.4565792755155 |
| 2015-07-01 | 24.5309346715876 |
| 2015-08-01 | 24.4433934083719 |
| 2015-09-01 | 24.4152887912635 |
| 2015-10-01 | 24.2421129283581 |
| 2015-11-01 | 24.1603419821580 |
| 2015-12-01 | 24.1265929945356 |
| 2016-01-01 | 23.9580700091414 |
| 2016-02-01 | 24.0698106337825 |
| 2016-03-01 | 24.0889121913211 |
| 2016-04-01 | 24.1693363844926 |
| 2016-05-01 | 24.0438966935351 |
| 2016-06-01 | 23.7649724682857 |
| 2016-07-01 | 23.9113870591241 |
| 2016-08-01 | 23.8414661971996 |
| 2016-09-01 | 23.7181111321181 |
| 2016-10-01 | 23.6390141245369 |
| 2016-11-01 | 23.5519570444690 |
| 2016-12-01 | 23.3234145980592 |
| 2017-01-01 | 23.4773942454410 |
| 2017-02-01 | 23.5871836011259 |
| 2017-03-01 | 23.7090284890646 |
| 2017-04-01 | 23.7388456916280 |
| 2017-05-01 | 23.8345257385544 |
| 2017-06-01 | 23.8718363300572 |
| 2017-07-01 | 23.7918048330174 |
| 2017-08-01 | 23.9360172323904 |
| 2017-09-01 | 23.9311635840904 |
| 2017-10-01 | 24.4422430063393 |
| 2017-11-01 | 24.3521053878912 |
| 2017-12-01 | 24.4213917518023 |
| 2018-01-01 | 23.8945840864089 |
| 2018-02-01 | 23.8022934231384 |
| 2018-03-01 | 23.7149281031452 |
| 2018-04-01 | 23.8210006061619 |
| 2018-05-01 | 23.8152287901065 |
| 2018-06-01 | 23.8613884197728 |
| 2018-07-01 | 24.0808214943557 |
| 2018-08-01 | 23.9306105839630 |
| 2018-09-01 | 24.1521163820155 |
| 2018-10-01 | 24.1501912517698 |
| 2018-11-01 | 24.3584846244114 |
| 2018-12-01 | 24.3291410690148 |
| 2019-01-01 | 24.2011273155113 |
| 2019-02-01 | 24.2154990103074 |
| 2019-03-01 | 24.2211945525042 |
| 2019-04-01 | 24.1973778783231 |
| 2019-05-01 | 24.2952370214204 |
| 2019-06-01 | 24.2473448240912 |
| 2019-07-01 | 24.2682717441582 |
| 2019-08-01 | 24.2213344743162 |
| 2019-09-01 | 24.0746474788457 |
| 2019-10-01 | 24.0600218830589 |
| 2019-11-01 | 23.9781080893856 |
| 2019-12-01 | 23.8373476083399 |
| 2020-01-01 | 24.1093842600121 |
| 2020-02-01 | 23.9279946248248 |
| 2020-03-01 | 23.8157578384308 |
| 2020-04-01 | 22.2875837220932 |
| 2020-05-01 | 21.9696592786413 |
| 2020-06-01 | 21.9250881787738 |
| 2020-07-01 | 21.7555333272713 |
| 2020-08-01 | 21.8068186527217 |
| 2020-09-01 | 21.7975536391296 |
| 2020-10-01 | 21.7709923141127 |
| 2020-11-01 | 21.7076538086588 |
| 2020-12-01 | 21.8594208743009 |
| 2021-01-01 | 21.7126398796642 |
| 2021-02-01 | 21.6319909458331 |
| 2021-03-01 | 21.7019807796613 |
| 2021-04-01 | 21.6735218899616 |
| 2021-05-01 | 21.8485827935637 |
| 2021-06-01 | 21.9056555487292 |
| 2021-07-01 | 21.9451114915725 |
| 2021-08-01 | 22.0021605664014 |
| 2021-09-01 | 21.9173187637402 |
| 2021-10-01 | 22.1796881725934 |
| 2021-11-01 | 22.3411228611587 |
| 2021-12-01 | 22.2757911679091 |
| 2022-01-01 | 22.5096986277962 |
| 2022-02-01 | 22.7283457904261 |
| 2022-03-01 | 22.8846983982392 |
| 2022-04-01 | 23.1730284578005 |
| 2022-05-01 | 23.2201055153037 |
| 2022-06-01 | 23.2881857847666 |
| 2022-07-01 | 23.4458744255068 |
| 2022-08-01 | 23.5126966648135 |
| 2022-09-01 | 23.5364260452872 |
| 2022-10-01 | 23.5871116406332 |
| 2022-11-01 | 23.6658105317540 |
| 2022-12-01 | 23.7884246064842 |
| 2023-01-01 | 23.8948296919625 |
| 2023-02-01 | 23.9063263707022 |
| 2023-03-01 | 24.0706316336182 |
| 2023-04-01 | 24.3731292899272 |
| 2023-05-01 | 24.2999993510325 |
| 2023-06-01 | 24.4908135016238 |
| 2023-07-01 | 24.5493548485435 |
| 2023-08-01 | 24.7385443139192 |
| 2023-09-01 | 24.7516534643250 |
| 2023-10-01 | 24.7944758353625 |
| 2023-11-01 | 24.7778167575905 |
| 2023-12-01 | 24.7846973926327 |
| 2024-01-01 | 24.8737792828633 |
| 2024-02-01 | 24.8794124645226 |
| 2024-03-01 | 24.9591782584462 |
| 2024-04-01 | 24.8816715475629 |
| 2024-05-01 | 24.8860593151932 |
| 2024-06-01 | 24.8999499249573 |
| 2024-07-01 | 24.9613185124263 |
| 2024-08-01 | 24.8631533247264 |
| 2024-09-01 | 24.7648399202005 |
| 2024-10-01 | 24.9984032109512 |
| 2024-11-01 | 24.9802776145122 |
| 2024-12-01 | 24.9819975313791 |
| 2025-01-01 | 24.9524087800537 |
| 2025-02-01 | 24.9480074149354 |
| 2025-03-01 | 24.8459980629198 |
| 2025-04-01 | 24.8875974759198 |
| 2025-05-01 | 24.9850335915660 |
| 2025-06-01 | 24.9141124588163 |
| 2025-07-01 | 24.8756190113510 |
| 2025-08-01 | 24.8854905644899 |
| 2025-09-01 | 24.9731550083993 |
| 2025-10-01 | 24.9985464196801 |
| 2025-11-01 | 25.0783349607792 |
| 2025-12-01 | 25.1732485296870 |
| 2026-01-01 | 25.2358793525996 |
| 2026-02-01 | 25.3274436193731 |
| 2026-03-01 | 25.5392282985653 |
| 2026-04-01 | 25.1956771632701 |