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 2026-06-01 |
| 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 | 18.1385110603863 |
| 1990-02-01 | 18.2194628239871 |
| 1990-03-01 | 18.3231716893383 |
| 1990-04-01 | 18.4458852729054 |
| 1990-05-01 | 18.2922012299088 |
| 1990-06-01 | 18.5039387836799 |
| 1990-07-01 | 19.1893909783514 |
| 1990-08-01 | 19.3063284559739 |
| 1990-09-01 | 19.1536176073718 |
| 1990-10-01 | 18.9484523385832 |
| 1990-11-01 | 18.7747929817080 |
| 1990-12-01 | 18.8186854727891 |
| 1991-01-01 | 18.1265846270897 |
| 1991-02-01 | 18.1086227577675 |
| 1991-03-01 | 18.2153216230929 |
| 1991-04-01 | 18.2505265020670 |
| 1991-05-01 | 18.2981570638589 |
| 1991-06-01 | 18.2047454766778 |
| 1991-07-01 | 18.2911646167146 |
| 1991-08-01 | 18.3088053170075 |
| 1991-09-01 | 18.3702648327598 |
| 1991-10-01 | 18.3512204599449 |
| 1991-11-01 | 18.4784932451321 |
| 1991-12-01 | 18.6196236969374 |
| 1992-01-01 | 18.3006730811654 |
| 1992-02-01 | 18.2903318126740 |
| 1992-03-01 | 18.2003502767671 |
| 1992-04-01 | 18.2698598658189 |
| 1992-05-01 | 18.3980575810230 |
| 1992-06-01 | 18.5086996761440 |
| 1992-07-01 | 18.2005929117365 |
| 1992-08-01 | 18.2154642077276 |
| 1992-09-01 | 18.2988126124875 |
| 1992-10-01 | 18.3534080799002 |
| 1992-11-01 | 18.3709209108040 |
| 1992-12-01 | 18.3128561612678 |
| 1993-01-01 | 18.3724502280856 |
| 1993-02-01 | 18.3754405453550 |
| 1993-03-01 | 18.4771363713461 |
| 1993-04-01 | 18.1986397914631 |
| 1993-05-01 | 18.0985761856118 |
| 1993-06-01 | 18.1136239846193 |
| 1993-07-01 | 18.2151241871526 |
| 1993-08-01 | 18.2203008226649 |
| 1993-09-01 | 18.1288838799385 |
| 1993-10-01 | 18.2543121729533 |
| 1993-11-01 | 18.2600297847867 |
| 1993-12-01 | 18.3979673915310 |
| 1994-01-01 | 18.5482431985705 |
| 1994-02-01 | 18.6682445602633 |
| 1994-03-01 | 18.4435649988886 |
| 1994-04-01 | 18.8262824891153 |
| 1994-05-01 | 18.8079928662483 |
| 1994-06-01 | 18.9260810300062 |
| 1994-07-01 | 18.9225462399245 |
| 1994-08-01 | 18.9174944628901 |
| 1994-09-01 | 19.0621107206583 |
| 1994-10-01 | 18.6610175720815 |
| 1994-11-01 | 18.8448762877917 |
| 1994-12-01 | 18.8782729384565 |
| 1995-01-01 | 19.0324993489471 |
| 1995-02-01 | 19.0675704707323 |
| 1995-03-01 | 19.1101425257631 |
| 1995-04-01 | 19.1445744689421 |
| 1995-05-01 | 19.3190342158126 |
| 1995-06-01 | 19.4387607334236 |
| 1995-07-01 | 19.4228771170923 |
| 1995-08-01 | 19.5158907827056 |
| 1995-09-01 | 19.6838036067655 |
| 1995-10-01 | 19.7785732780986 |
| 1995-11-01 | 19.8328943697810 |
| 1995-12-01 | 19.8574860105301 |
| 1996-01-01 | 19.5330350745495 |
| 1996-02-01 | 19.6615774754784 |
| 1996-03-01 | 19.7821114325107 |
| 1996-04-01 | 19.6518185676813 |
| 1996-05-01 | 19.7263047116449 |
| 1996-06-01 | 19.6460978245446 |
| 1996-07-01 | 19.7211472484195 |
| 1996-08-01 | 19.8179455267191 |
| 1996-09-01 | 19.8022703804500 |
| 1996-10-01 | 19.9052521075705 |
| 1996-11-01 | 19.9135797368822 |
| 1996-12-01 | 19.9434551102718 |
| 1997-01-01 | 19.8395474682296 |
| 1997-02-01 | 19.8491401057666 |
| 1997-03-01 | 19.9715778431853 |
| 1997-04-01 | 20.0484213214771 |
| 1997-05-01 | 20.0253216171078 |
| 1997-06-01 | 20.1529621263669 |
| 1997-07-01 | 20.6218943086272 |
| 1997-08-01 | 20.4172767471723 |
| 1997-09-01 | 20.4076887482368 |
| 1997-10-01 | 20.4342856067549 |
| 1997-11-01 | 20.3029132483088 |
| 1997-12-01 | 20.4335716590024 |
| 1998-01-01 | 20.7577545900609 |
| 1998-02-01 | 21.0214659427614 |
| 1998-03-01 | 20.7708512619579 |
| 1998-04-01 | 20.7411158492586 |
| 1998-05-01 | 20.8418588281450 |
| 1998-06-01 | 20.7470620743616 |
| 1998-07-01 | 20.8203277460490 |
| 1998-08-01 | 20.7060595624956 |
| 1998-09-01 | 20.8084008264034 |
| 1998-10-01 | 20.8560723295506 |
| 1998-11-01 | 21.0055161415021 |
| 1998-12-01 | 21.1289952780998 |
| 1999-01-01 | 21.0674022590570 |
| 1999-02-01 | 21.2939934882227 |
| 1999-03-01 | 21.2761121559305 |
| 1999-04-01 | 21.4465100121364 |
| 1999-05-01 | 21.2597570985849 |
| 1999-06-01 | 21.2444567953363 |
| 1999-07-01 | 21.0143491295978 |
| 1999-08-01 | 20.8918864377436 |
| 1999-09-01 | 20.7915825115731 |
| 1999-10-01 | 21.5685906987451 |
| 1999-11-01 | 21.6215870463137 |
| 1999-12-01 | 21.4240892761131 |
| 2000-01-01 | 21.4741948640328 |
| 2000-02-01 | 21.3676870495499 |
| 2000-03-01 | 21.2768326875283 |
| 2000-04-01 | 21.4672835515725 |
| 2000-05-01 | 21.3848289566438 |
| 2000-06-01 | 21.3384317769323 |
| 2000-07-01 | 21.4149398585590 |
| 2000-08-01 | 21.6815936672664 |
| 2000-09-01 | 21.6713813496608 |
| 2000-10-01 | 21.5583892462970 |
| 2000-11-01 | 21.5399900104473 |
| 2000-12-01 | 21.6140470022523 |
| 2001-01-01 | 20.5653427527042 |
| 2001-02-01 | 20.7565292003005 |
| 2001-03-01 | 20.7755768550957 |
| 2001-04-01 | 20.8030831849865 |
| 2001-05-01 | 20.8081691966266 |
| 2001-06-01 | 21.0484027254550 |
| 2001-07-01 | 21.0090261388035 |
| 2001-08-01 | 21.0758643486738 |
| 2001-09-01 | 20.9548459355146 |
| 2001-10-01 | 20.9336880500523 |
| 2001-11-01 | 20.8542148010085 |
| 2001-12-01 | 20.9937533114207 |
| 2002-01-01 | 20.6597580443874 |
| 2002-02-01 | 20.5517287438476 |
| 2002-03-01 | 20.5689525630583 |
| 2002-04-01 | 20.4345826978943 |
| 2002-05-01 | 20.5368332424185 |
| 2002-06-01 | 20.4600201806809 |
| 2002-07-01 | 20.6991884534905 |
| 2002-08-01 | 20.4796210559241 |
| 2002-09-01 | 20.5609798676455 |
| 2002-10-01 | 20.3004025182357 |
| 2002-11-01 | 20.2591022056527 |
| 2002-12-01 | 20.1686637130163 |
| 2003-01-01 | 20.3515938940812 |
| 2003-02-01 | 20.2490793068772 |
| 2003-03-01 | 20.2658247677682 |
| 2003-04-01 | 20.1585265863982 |
| 2003-05-01 | 20.0471262733583 |
| 2003-06-01 | 19.8757020610787 |
| 2003-07-01 | 19.7866483839406 |
| 2003-08-01 | 19.8006260487940 |
| 2003-09-01 | 19.8802168197329 |
| 2003-10-01 | 19.8781789582918 |
| 2003-11-01 | 19.7533601756525 |
| 2003-12-01 | 19.8424615022113 |
| 2004-01-01 | 19.8513959376866 |
| 2004-02-01 | 19.8409825457147 |
| 2004-03-01 | 19.5625911099913 |
| 2004-04-01 | 19.6580212537942 |
| 2004-05-01 | 19.7456014768181 |
| 2004-06-01 | 19.9820988384310 |
| 2004-07-01 | 19.9885920713790 |
| 2004-08-01 | 19.9365015445007 |
| 2004-09-01 | 19.9151413837386 |
| 2004-10-01 | 20.0620007247150 |
| 2004-11-01 | 20.1410682175733 |
| 2004-12-01 | 20.1152179668417 |
| 2005-01-01 | 20.0474365599569 |
| 2005-02-01 | 20.0263842310321 |
| 2005-03-01 | 20.0664812631029 |
| 2005-04-01 | 20.1481597695033 |
| 2005-05-01 | 20.1404843835750 |
| 2005-06-01 | 20.1852520578135 |
| 2005-07-01 | 20.4963056965776 |
| 2005-08-01 | 20.5745901487406 |
| 2005-09-01 | 20.4431032123539 |
| 2005-10-01 | 20.5583187621796 |
| 2005-11-01 | 20.6237096008152 |
| 2005-12-01 | 20.6961396000394 |
| 2006-01-01 | 20.7435546776691 |
| 2006-02-01 | 20.9081978337470 |
| 2006-03-01 | 20.9678169789721 |
| 2006-04-01 | 21.1286780918174 |
| 2006-05-01 | 21.2416323372618 |
| 2006-06-01 | 21.2935404138116 |
| 2006-07-01 | 21.3101648783231 |
| 2006-08-01 | 21.4022755425583 |
| 2006-09-01 | 21.4622205389679 |
| 2006-10-01 | 21.4564775414523 |
| 2006-11-01 | 21.5115500067187 |
| 2006-12-01 | 21.5895139950089 |
| 2007-01-01 | 21.5291930782680 |
| 2007-02-01 | 21.5877846859861 |
| 2007-03-01 | 21.6697735149839 |
| 2007-04-01 | 21.7146318811520 |
| 2007-05-01 | 21.7429043064033 |
| 2007-06-01 | 21.7123789347463 |
| 2007-07-01 | 21.5247268060574 |
| 2007-08-01 | 21.4164337885929 |
| 2007-09-01 | 21.3654251335909 |
| 2007-10-01 | 21.4556064978220 |
| 2007-11-01 | 21.5082560854650 |
| 2007-12-01 | 21.6001773716621 |
| 2008-01-01 | 21.6033348902968 |
| 2008-02-01 | 21.5749481793733 |
| 2008-03-01 | 21.5634483809253 |
| 2008-04-01 | 21.4951828155304 |
| 2008-05-01 | 21.5469710396819 |
| 2008-06-01 | 21.6358446677728 |
| 2008-07-01 | 21.6415404231877 |
| 2008-08-01 | 21.5272658509609 |
| 2008-09-01 | 21.6617948271507 |
| 2008-10-01 | 21.5525384167849 |
| 2008-11-01 | 21.5152654237179 |
| 2008-12-01 | 21.3216788912350 |
| 2009-01-01 | 21.1635202363818 |
| 2009-02-01 | 21.0620325641266 |
| 2009-03-01 | 20.8502699179370 |
| 2009-04-01 | 20.6894091841702 |
| 2009-05-01 | 20.3545859213243 |
| 2009-06-01 | 20.2555290176000 |
| 2009-07-01 | 20.2543325924441 |
| 2009-08-01 | 20.2333800315432 |
| 2009-09-01 | 20.1572813964029 |
| 2009-10-01 | 20.2535629307523 |
| 2009-11-01 | 20.0191815504431 |
| 2009-12-01 | 19.9426697776775 |
| 2010-01-01 | 20.0295190115392 |
| 2010-02-01 | 20.0527987943076 |
| 2010-03-01 | 20.0317431717482 |
| 2010-04-01 | 20.1881690565713 |
| 2010-05-01 | 20.2606904691782 |
| 2010-06-01 | 20.2657979578667 |
| 2010-07-01 | 20.4706636640362 |
| 2010-08-01 | 20.6403797287646 |
| 2010-09-01 | 20.6533690690743 |
| 2010-10-01 | 20.8593084654514 |
| 2010-11-01 | 20.8161831860464 |
| 2010-12-01 | 20.9612808079780 |
| 2011-01-01 | 20.9974789413077 |
| 2011-02-01 | 21.0447624683320 |
| 2011-03-01 | 21.2234184323543 |
| 2011-04-01 | 21.3929603397875 |
| 2011-05-01 | 21.3593639683108 |
| 2011-06-01 | 21.4662542263987 |
| 2011-07-01 | 21.4951625372537 |
| 2011-08-01 | 21.4425047305774 |
| 2011-09-01 | 21.5505588543569 |
| 2011-10-01 | 21.5618836970973 |
| 2011-11-01 | 21.5112598407752 |
| 2011-12-01 | 21.6640506567990 |
| 2012-01-01 | 21.9850713454207 |
| 2012-02-01 | 22.2400337648618 |
| 2012-03-01 | 22.2187917238636 |
| 2012-04-01 | 22.2013827267908 |
| 2012-05-01 | 22.3586284847493 |
| 2012-06-01 | 22.4543881138237 |
| 2012-07-01 | 22.6165154554142 |
| 2012-08-01 | 22.7510015093516 |
| 2012-09-01 | 22.6429402302254 |
| 2012-10-01 | 22.8649647639080 |
| 2012-11-01 | 23.1015542922960 |
| 2012-12-01 | 23.2597810641879 |
| 2013-01-01 | 23.3830531861865 |
| 2013-02-01 | 23.5395761934980 |
| 2013-03-01 | 23.6245388643696 |
| 2013-04-01 | 23.6073134092072 |
| 2013-05-01 | 23.7582594240510 |
| 2013-06-01 | 23.8487994291907 |
| 2013-07-01 | 23.7297782017769 |
| 2013-08-01 | 23.7511723143727 |
| 2013-09-01 | 23.8329128351855 |
| 2013-10-01 | 23.8616483571957 |
| 2013-11-01 | 23.9887578910426 |
| 2013-12-01 | 23.9499046552090 |
| 2014-01-01 | 24.0042218980379 |
| 2014-02-01 | 23.9407742657959 |
| 2014-03-01 | 23.9357861129742 |
| 2014-04-01 | 24.1071122734835 |
| 2014-05-01 | 24.1569978272792 |
| 2014-06-01 | 24.2459195905425 |
| 2014-07-01 | 24.2373024514313 |
| 2014-08-01 | 24.4499606451874 |
| 2014-09-01 | 24.5204007963029 |
| 2014-10-01 | 24.7548215990523 |
| 2014-11-01 | 24.6732140703034 |
| 2014-12-01 | 24.7426684766118 |
| 2015-01-01 | 24.7245000387321 |
| 2015-02-01 | 24.7519316755258 |
| 2015-03-01 | 24.6641835455337 |
| 2015-04-01 | 24.4885230921308 |
| 2015-05-01 | 24.4522370292334 |
| 2015-06-01 | 24.4565244920045 |
| 2015-07-01 | 24.5306574012483 |
| 2015-08-01 | 24.4435698790542 |
| 2015-09-01 | 24.4165404344213 |
| 2015-10-01 | 24.2435227392756 |
| 2015-11-01 | 24.1617935533230 |
| 2015-12-01 | 24.1306911681596 |
| 2016-01-01 | 23.9533594666724 |
| 2016-02-01 | 24.0681260426095 |
| 2016-03-01 | 24.0876636623605 |
| 2016-04-01 | 24.1685396982337 |
| 2016-05-01 | 24.0434295652696 |
| 2016-06-01 | 23.7649957251712 |
| 2016-07-01 | 23.9113549620711 |
| 2016-08-01 | 23.8416511380436 |
| 2016-09-01 | 23.7198540131141 |
| 2016-10-01 | 23.6406129970578 |
| 2016-11-01 | 23.5538916815801 |
| 2016-12-01 | 23.3290038613524 |
| 2017-01-01 | 23.4714267986540 |
| 2017-02-01 | 23.5845734638291 |
| 2017-03-01 | 23.7068004775767 |
| 2017-04-01 | 23.7383419242165 |
| 2017-05-01 | 23.8341989017868 |
| 2017-06-01 | 23.8721572339291 |
| 2017-07-01 | 23.7920913197827 |
| 2017-08-01 | 23.9361915331802 |
| 2017-09-01 | 23.9330316957723 |
| 2017-10-01 | 24.4436972949805 |
| 2017-11-01 | 24.3535884311814 |
| 2017-12-01 | 24.4284445460681 |
| 2018-01-01 | 23.8885017548715 |
| 2018-02-01 | 23.7988378100262 |
| 2018-03-01 | 23.7118154787259 |
| 2018-04-01 | 23.8209434046698 |
| 2018-05-01 | 23.8151446351498 |
| 2018-06-01 | 23.8619286346228 |
| 2018-07-01 | 24.0813875195893 |
| 2018-08-01 | 23.9308289493241 |
| 2018-09-01 | 24.1537635138482 |
| 2018-10-01 | 24.1511767802608 |
| 2018-11-01 | 24.3594898664133 |
| 2018-12-01 | 24.3370563439130 |
| 2019-01-01 | 24.1952658378429 |
| 2019-02-01 | 24.2116425694677 |
| 2019-03-01 | 24.2175675128496 |
| 2019-04-01 | 24.1979089555191 |
| 2019-05-01 | 24.2954594300296 |
| 2019-06-01 | 24.2481585655749 |
| 2019-07-01 | 24.2690552555814 |
| 2019-08-01 | 24.2215467077276 |
| 2019-09-01 | 24.0757449298733 |
| 2019-10-01 | 24.0604813562333 |
| 2019-11-01 | 23.9780933361326 |
| 2019-12-01 | 23.8450946450231 |
| 2020-01-01 | 24.1046998893321 |
| 2020-02-01 | 23.9244221229558 |
| 2020-03-01 | 23.8123111809284 |
| 2020-04-01 | 22.2883208432453 |
| 2020-05-01 | 21.9701862613257 |
| 2020-06-01 | 21.9260234729424 |
| 2020-07-01 | 21.7563557226201 |
| 2020-08-01 | 21.8070745646531 |
| 2020-09-01 | 21.7979486534992 |
| 2020-10-01 | 21.7710251580916 |
| 2020-11-01 | 21.7072055252162 |
| 2020-12-01 | 21.8657292732150 |
| 2021-01-01 | 21.7090375791429 |
| 2021-02-01 | 21.6293179392284 |
| 2021-03-01 | 21.6990427017710 |
| 2021-04-01 | 21.6745275174521 |
| 2021-05-01 | 21.8493396400700 |
| 2021-06-01 | 21.9065922286434 |
| 2021-07-01 | 21.9457017960959 |
| 2021-08-01 | 22.0023228047433 |
| 2021-09-01 | 21.9172165101401 |
| 2021-10-01 | 22.1795252089546 |
| 2021-11-01 | 22.3402879886523 |
| 2021-12-01 | 22.2806475254699 |
| 2022-01-01 | 22.5074401954233 |
| 2022-02-01 | 22.7266691925052 |
| 2022-03-01 | 22.8820922864093 |
| 2022-04-01 | 23.1723425868400 |
| 2022-05-01 | 23.2244227543829 |
| 2022-06-01 | 23.2872739853266 |
| 2022-07-01 | 23.4452680361337 |
| 2022-08-01 | 23.5126606207465 |
| 2022-09-01 | 23.5364735877739 |
| 2022-10-01 | 23.5872306743697 |
| 2022-11-01 | 23.6654973885905 |
| 2022-12-01 | 23.7920401823344 |
| 2023-01-01 | 23.8939504218726 |
| 2023-02-01 | 23.9056199224234 |
| 2023-03-01 | 24.0674102152567 |
| 2023-04-01 | 24.3710960870116 |
| 2023-05-01 | 24.3090588774785 |
| 2023-06-01 | 24.4835015542572 |
| 2023-07-01 | 24.5488976556443 |
| 2023-08-01 | 24.7391261085991 |
| 2023-09-01 | 24.7527609693390 |
| 2023-10-01 | 24.7951705671760 |
| 2023-11-01 | 24.7783252174873 |
| 2023-12-01 | 24.7871642441303 |
| 2024-01-01 | 24.8736781740192 |
| 2024-02-01 | 24.8790419686488 |
| 2024-03-01 | 24.9547633721386 |
| 2024-04-01 | 24.8767393306696 |
| 2024-05-01 | 24.9023489117855 |
| 2024-06-01 | 24.8868535022077 |
| 2024-07-01 | 24.9610150878847 |
| 2024-08-01 | 24.8644369451708 |
| 2024-09-01 | 24.7669904045319 |
| 2024-10-01 | 24.9994462690279 |
| 2024-11-01 | 24.9815616003077 |
| 2024-12-01 | 24.9834560598128 |
| 2025-01-01 | 24.9527323241424 |
| 2025-02-01 | 24.9475402003916 |
| 2025-03-01 | 24.8399442893057 |
| 2025-04-01 | 24.8810105715861 |
| 2025-05-01 | 25.0064321392865 |
| 2025-06-01 | 24.8966615979722 |
| 2025-07-01 | 24.8763397444878 |
| 2025-08-01 | 24.8876622877676 |
| 2025-09-01 | 24.9761609742609 |
| 2025-10-01 | 24.9995219069194 |
| 2025-11-01 | 25.0799673378162 |
| 2025-12-01 | 25.1744375716625 |
| 2026-01-01 | 25.2358776837823 |
| 2026-02-01 | 25.3264149035256 |
| 2026-03-01 | 25.5319019441820 |
| 2026-04-01 | 25.2863859423344 |
| 2026-05-01 | 25.3107885033966 |
| 2026-06-01 | 25.2045986140420 |