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 2026-05-01 |
| Last Updated | 2026-06-24 10:07 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 | 18.1383656321125 |
| 1990-02-01 | 18.2194224517269 |
| 1990-03-01 | 18.3232053530600 |
| 1990-04-01 | 18.4459850910637 |
| 1990-05-01 | 18.2921230641774 |
| 1990-06-01 | 18.5044078529483 |
| 1990-07-01 | 19.1888139854399 |
| 1990-08-01 | 19.3068814006703 |
| 1990-09-01 | 19.1534391111757 |
| 1990-10-01 | 18.9483152500635 |
| 1990-11-01 | 18.7747423303352 |
| 1990-12-01 | 18.8187270054075 |
| 1991-01-01 | 18.1264564956980 |
| 1991-02-01 | 18.1085866521239 |
| 1991-03-01 | 18.2153534063493 |
| 1991-04-01 | 18.2506178806161 |
| 1991-05-01 | 18.2980914431639 |
| 1991-06-01 | 18.2051632399716 |
| 1991-07-01 | 18.2906588170450 |
| 1991-08-01 | 18.3092957958187 |
| 1991-09-01 | 18.3700886359619 |
| 1991-10-01 | 18.3510995731269 |
| 1991-11-01 | 18.4784490318593 |
| 1991-12-01 | 18.6196618930856 |
| 1992-01-01 | 18.3005770404281 |
| 1992-02-01 | 18.2903030691855 |
| 1992-03-01 | 18.2003771446088 |
| 1992-04-01 | 18.2699231531004 |
| 1992-05-01 | 18.3980239903449 |
| 1992-06-01 | 18.5089852058439 |
| 1992-07-01 | 18.2002948992106 |
| 1992-08-01 | 18.2157614296752 |
| 1992-09-01 | 18.2986776253923 |
| 1992-10-01 | 18.3533300411640 |
| 1992-11-01 | 18.3708892810893 |
| 1992-12-01 | 18.3128762242183 |
| 1993-01-01 | 18.3723912041347 |
| 1993-02-01 | 18.3754251418815 |
| 1993-03-01 | 18.4771545294499 |
| 1993-04-01 | 18.1986745481608 |
| 1993-05-01 | 18.0985643334895 |
| 1993-06-01 | 18.1137977417898 |
| 1993-07-01 | 18.2149932858493 |
| 1993-08-01 | 18.2204342391622 |
| 1993-09-01 | 18.1287813338445 |
| 1993-10-01 | 18.2542747904436 |
| 1993-11-01 | 18.2600157173042 |
| 1993-12-01 | 18.3979785530701 |
| 1994-01-01 | 18.5482159051254 |
| 1994-02-01 | 18.6682384425283 |
| 1994-03-01 | 18.4435707674853 |
| 1994-04-01 | 18.8262909155181 |
| 1994-05-01 | 18.8080012018565 |
| 1994-06-01 | 18.9261491890778 |
| 1994-07-01 | 18.9225579577518 |
| 1994-08-01 | 18.9175036767187 |
| 1994-09-01 | 19.0620503441395 |
| 1994-10-01 | 18.6610045702987 |
| 1994-11-01 | 18.8448678842360 |
| 1994-12-01 | 18.8782990229125 |
| 1995-01-01 | 19.0324728808114 |
| 1995-02-01 | 19.0675578368482 |
| 1995-03-01 | 19.1101323417304 |
| 1995-04-01 | 19.1445708452494 |
| 1995-05-01 | 19.3190394868642 |
| 1995-06-01 | 19.4388092186855 |
| 1995-07-01 | 19.4229098300669 |
| 1995-08-01 | 19.5159231658968 |
| 1995-09-01 | 19.6837576084161 |
| 1995-10-01 | 19.7785603192298 |
| 1995-11-01 | 19.8328792962556 |
| 1995-12-01 | 19.8575293523898 |
| 1996-01-01 | 19.5329847022892 |
| 1996-02-01 | 19.6615418509853 |
| 1996-03-01 | 19.7820813453871 |
| 1996-04-01 | 19.6517839719026 |
| 1996-05-01 | 19.7263181791271 |
| 1996-06-01 | 19.6461387800279 |
| 1996-07-01 | 19.7212165336883 |
| 1996-08-01 | 19.8180392872588 |
| 1996-09-01 | 19.8023459364724 |
| 1996-10-01 | 19.9051558678341 |
| 1996-11-01 | 19.9135194417311 |
| 1996-12-01 | 19.9435003879919 |
| 1997-01-01 | 19.8394592438737 |
| 1997-02-01 | 19.8490674789230 |
| 1997-03-01 | 19.9715258428843 |
| 1997-04-01 | 20.0483575109001 |
| 1997-05-01 | 20.0253419332974 |
| 1997-06-01 | 20.1530265243424 |
| 1997-07-01 | 20.6220099836691 |
| 1997-08-01 | 20.4174260209235 |
| 1997-09-01 | 20.4078991651750 |
| 1997-10-01 | 20.4341156422674 |
| 1997-11-01 | 20.3028173634894 |
| 1997-12-01 | 20.4336189830742 |
| 1998-01-01 | 20.7575939354467 |
| 1998-02-01 | 21.0213437169715 |
| 1998-03-01 | 20.7707745120239 |
| 1998-04-01 | 20.7410261420145 |
| 1998-05-01 | 20.8418908222093 |
| 1998-06-01 | 20.7471531601847 |
| 1998-07-01 | 20.8204886343838 |
| 1998-08-01 | 20.7062618505261 |
| 1998-09-01 | 20.8087459004592 |
| 1998-10-01 | 20.8558303178190 |
| 1998-11-01 | 21.0053867839785 |
| 1998-12-01 | 21.1290554155367 |
| 1999-01-01 | 21.0671701832026 |
| 1999-02-01 | 21.2938240335946 |
| 1999-03-01 | 21.2760180013210 |
| 1999-04-01 | 21.4464187161704 |
| 1999-05-01 | 21.2597931872803 |
| 1999-06-01 | 21.2445636789294 |
| 1999-07-01 | 21.0145432622624 |
| 1999-08-01 | 20.8920944219476 |
| 1999-09-01 | 20.7919721017622 |
| 1999-10-01 | 21.5683624329086 |
| 1999-11-01 | 21.6214675092332 |
| 1999-12-01 | 21.4241514613553 |
| 2000-01-01 | 21.4739156204242 |
| 2000-02-01 | 21.3674936550778 |
| 2000-03-01 | 21.2767286161389 |
| 2000-04-01 | 21.4671913053971 |
| 2000-05-01 | 21.3848662425178 |
| 2000-06-01 | 21.3385364439119 |
| 2000-07-01 | 21.4151319113713 |
| 2000-08-01 | 21.6817897262014 |
| 2000-09-01 | 21.6717918660825 |
| 2000-10-01 | 21.5581722809368 |
| 2000-11-01 | 21.5398851923160 |
| 2000-12-01 | 21.6140999473172 |
| 2001-01-01 | 20.5650774951175 |
| 2001-02-01 | 20.7563457100124 |
| 2001-03-01 | 20.7754768292680 |
| 2001-04-01 | 20.8030139451150 |
| 2001-05-01 | 20.8081974233945 |
| 2001-06-01 | 21.0484878227147 |
| 2001-07-01 | 21.0091903326067 |
| 2001-08-01 | 21.0759970334714 |
| 2001-09-01 | 20.9551765483931 |
| 2001-10-01 | 20.9335561159586 |
| 2001-11-01 | 20.8541584650345 |
| 2001-12-01 | 20.9938064757814 |
| 2002-01-01 | 20.6595277838459 |
| 2002-02-01 | 20.5515761843308 |
| 2002-03-01 | 20.5688649768377 |
| 2002-04-01 | 20.4345364413232 |
| 2002-05-01 | 20.5368490966437 |
| 2002-06-01 | 20.4600778510901 |
| 2002-07-01 | 20.6993077622017 |
| 2002-08-01 | 20.4797007043712 |
| 2002-09-01 | 20.5611972630299 |
| 2002-10-01 | 20.3003457292238 |
| 2002-11-01 | 20.2590784310275 |
| 2002-12-01 | 20.1687104028262 |
| 2003-01-01 | 20.3514373518179 |
| 2003-02-01 | 20.2489729785538 |
| 2003-03-01 | 20.2657564797215 |
| 2003-04-01 | 20.1585044610907 |
| 2003-05-01 | 20.0471287668685 |
| 2003-06-01 | 19.8757313500791 |
| 2003-07-01 | 19.7867243144455 |
| 2003-08-01 | 19.8006539390343 |
| 2003-09-01 | 19.8803182444707 |
| 2003-10-01 | 19.8781916652183 |
| 2003-11-01 | 19.7533633342015 |
| 2003-12-01 | 19.8424887343059 |
| 2004-01-01 | 19.8513122687824 |
| 2004-02-01 | 19.8409225614061 |
| 2004-03-01 | 19.5625427791067 |
| 2004-04-01 | 19.6580036606957 |
| 2004-05-01 | 19.7455994018899 |
| 2004-06-01 | 19.9821080011096 |
| 2004-07-01 | 19.9886319265474 |
| 2004-08-01 | 19.9365203749386 |
| 2004-09-01 | 19.9151982430801 |
| 2004-10-01 | 20.0620063673955 |
| 2004-11-01 | 20.1410674711396 |
| 2004-12-01 | 20.1152166263101 |
| 2005-01-01 | 20.0474175880122 |
| 2005-02-01 | 20.0263614986908 |
| 2005-03-01 | 20.0664522058075 |
| 2005-04-01 | 20.1481495979803 |
| 2005-05-01 | 20.1404818225234 |
| 2005-06-01 | 20.1852515117623 |
| 2005-07-01 | 20.4963258259821 |
| 2005-08-01 | 20.5745997781060 |
| 2005-09-01 | 20.4431295905766 |
| 2005-10-01 | 20.5583196478776 |
| 2005-11-01 | 20.6237092238078 |
| 2005-12-01 | 20.6961366300865 |
| 2006-01-01 | 20.7435486402422 |
| 2006-02-01 | 20.9081898921063 |
| 2006-03-01 | 20.9678034404721 |
| 2006-04-01 | 21.1286742677987 |
| 2006-05-01 | 21.2416307827755 |
| 2006-06-01 | 21.2935384899660 |
| 2006-07-01 | 21.3101767442632 |
| 2006-08-01 | 21.4022861574342 |
| 2006-09-01 | 21.4622245589226 |
| 2006-10-01 | 21.4564777012727 |
| 2006-11-01 | 21.5115481677031 |
| 2006-12-01 | 21.5895110424228 |
| 2007-01-01 | 21.5291900616461 |
| 2007-02-01 | 21.5877827145579 |
| 2007-03-01 | 21.6697689740479 |
| 2007-04-01 | 21.7146312120536 |
| 2007-05-01 | 21.7429038309022 |
| 2007-06-01 | 21.7123767557920 |
| 2007-07-01 | 21.5247333078769 |
| 2007-08-01 | 21.4164396143316 |
| 2007-09-01 | 21.3654267888376 |
| 2007-10-01 | 21.4556054491056 |
| 2007-11-01 | 21.5082544644305 |
| 2007-12-01 | 21.6001757228864 |
| 2008-01-01 | 21.6033332850384 |
| 2008-02-01 | 21.5749470126582 |
| 2008-03-01 | 21.5634475529078 |
| 2008-04-01 | 21.4951823263637 |
| 2008-05-01 | 21.5469708639413 |
| 2008-06-01 | 21.6358431980191 |
| 2008-07-01 | 21.6415438433867 |
| 2008-08-01 | 21.5272690667519 |
| 2008-09-01 | 21.6617961666961 |
| 2008-10-01 | 21.5525372745086 |
| 2008-11-01 | 21.5152640844577 |
| 2008-12-01 | 21.3216777558841 |
| 2009-01-01 | 21.1635194959245 |
| 2009-02-01 | 21.0620320701557 |
| 2009-03-01 | 20.8502695017604 |
| 2009-04-01 | 20.6894089966790 |
| 2009-05-01 | 20.3545862445016 |
| 2009-06-01 | 20.2555291532079 |
| 2009-07-01 | 20.2543338442701 |
| 2009-08-01 | 20.2333820700764 |
| 2009-09-01 | 20.1572829277785 |
| 2009-10-01 | 20.2535603752235 |
| 2009-11-01 | 20.0191806174298 |
| 2009-12-01 | 19.9426688956290 |
| 2010-01-01 | 20.0295185783700 |
| 2010-02-01 | 20.0527983843562 |
| 2010-03-01 | 20.0317427739942 |
| 2010-04-01 | 20.1881691153399 |
| 2010-05-01 | 20.2606913872337 |
| 2010-06-01 | 20.2657996186335 |
| 2010-07-01 | 20.4706655921772 |
| 2010-08-01 | 20.6403815028019 |
| 2010-09-01 | 20.6533692253999 |
| 2010-10-01 | 20.8593030902785 |
| 2010-11-01 | 20.8161821247799 |
| 2010-12-01 | 20.9612803944110 |
| 2011-01-01 | 20.9974792657361 |
| 2011-02-01 | 21.0447622722687 |
| 2011-03-01 | 21.2234178117676 |
| 2011-04-01 | 21.3929602127490 |
| 2011-05-01 | 21.3593647890169 |
| 2011-06-01 | 21.4662559353775 |
| 2011-07-01 | 21.4951720004925 |
| 2011-08-01 | 21.4425060259878 |
| 2011-09-01 | 21.5505584647756 |
| 2011-10-01 | 21.5618676814978 |
| 2011-11-01 | 21.5112595134999 |
| 2011-12-01 | 21.6640510747074 |
| 2012-01-01 | 21.9850727622373 |
| 2012-02-01 | 22.2400345265427 |
| 2012-03-01 | 22.2187917252169 |
| 2012-04-01 | 22.2013828312468 |
| 2012-05-01 | 22.3586298333400 |
| 2012-06-01 | 22.4543911848548 |
| 2012-07-01 | 22.6165341316171 |
| 2012-08-01 | 22.7510027958525 |
| 2012-09-01 | 22.6429389793321 |
| 2012-10-01 | 22.8649354029025 |
| 2012-11-01 | 23.1015462707220 |
| 2012-12-01 | 23.2597727472745 |
| 2013-01-01 | 23.3830740800792 |
| 2013-02-01 | 23.5395750366522 |
| 2013-03-01 | 23.6245399654590 |
| 2013-04-01 | 23.6073166812386 |
| 2013-05-01 | 23.7582599735516 |
| 2013-06-01 | 23.8488063955872 |
| 2013-07-01 | 23.7298072111870 |
| 2013-08-01 | 23.7511755144794 |
| 2013-09-01 | 23.8329110561716 |
| 2013-10-01 | 23.8616057986351 |
| 2013-11-01 | 23.9887440497106 |
| 2013-12-01 | 23.9498519866525 |
| 2014-01-01 | 24.0042710591879 |
| 2014-02-01 | 23.9407811899245 |
| 2014-03-01 | 23.9357953805025 |
| 2014-04-01 | 24.1071216295519 |
| 2014-05-01 | 24.1570009097295 |
| 2014-06-01 | 24.2459357296051 |
| 2014-07-01 | 24.2373352794651 |
| 2014-08-01 | 24.4499628005689 |
| 2014-09-01 | 24.5204223568497 |
| 2014-10-01 | 24.7547707362355 |
| 2014-11-01 | 24.6731695507866 |
| 2014-12-01 | 24.7425230550844 |
| 2015-01-01 | 24.7246032067119 |
| 2015-02-01 | 24.7519507231565 |
| 2015-03-01 | 24.6641991933640 |
| 2015-04-01 | 24.4885436129129 |
| 2015-05-01 | 24.4522469954320 |
| 2015-06-01 | 24.4565497000219 |
| 2015-07-01 | 24.5306959474406 |
| 2015-08-01 | 24.4436133867599 |
| 2015-09-01 | 24.4165805589136 |
| 2015-10-01 | 24.2434557688268 |
| 2015-11-01 | 24.1617788450725 |
| 2015-12-01 | 24.1303457105675 |
| 2016-01-01 | 23.9534849650299 |
| 2016-02-01 | 24.0681556632781 |
| 2016-03-01 | 24.0876886149204 |
| 2016-04-01 | 24.1685780476580 |
| 2016-05-01 | 24.0434721445680 |
| 2016-06-01 | 23.7650601027917 |
| 2016-07-01 | 23.9114187793374 |
| 2016-08-01 | 23.8417648760293 |
| 2016-09-01 | 23.7199341765688 |
| 2016-10-01 | 23.6405274099960 |
| 2016-11-01 | 23.5538539322434 |
| 2016-12-01 | 23.3284238557844 |
| 2017-01-01 | 23.4715286068790 |
| 2017-02-01 | 23.5845562337874 |
| 2017-03-01 | 23.7067807299035 |
| 2017-04-01 | 23.7385339119674 |
| 2017-05-01 | 23.8343103386593 |
| 2017-06-01 | 23.8723059015994 |
| 2017-07-01 | 23.7922137480698 |
| 2017-08-01 | 23.9363846206293 |
| 2017-09-01 | 23.9331242595711 |
| 2017-10-01 | 24.4436152763063 |
| 2017-11-01 | 24.3536039982762 |
| 2017-12-01 | 24.4272942349075 |
| 2018-01-01 | 23.8885680803278 |
| 2018-02-01 | 23.7988038723479 |
| 2018-03-01 | 23.7118116503483 |
| 2018-04-01 | 23.8213723900434 |
| 2018-05-01 | 23.8154065146780 |
| 2018-06-01 | 23.8622071213227 |
| 2018-07-01 | 24.0815949454967 |
| 2018-08-01 | 23.9311008327856 |
| 2018-09-01 | 24.1536858172519 |
| 2018-10-01 | 24.1511689935713 |
| 2018-11-01 | 24.3595294470703 |
| 2018-12-01 | 24.3352035226958 |
| 2019-01-01 | 24.1953133565272 |
| 2019-02-01 | 24.2115181703149 |
| 2019-03-01 | 24.2173997050732 |
| 2019-04-01 | 24.1993418725069 |
| 2019-05-01 | 24.2956965699437 |
| 2019-06-01 | 24.2484539168664 |
| 2019-07-01 | 24.2692948702576 |
| 2019-08-01 | 24.2218447634327 |
| 2019-09-01 | 24.0753877786804 |
| 2019-10-01 | 24.0605035395391 |
| 2019-11-01 | 23.9782025078805 |
| 2019-12-01 | 23.8426331524344 |
| 2020-01-01 | 24.1047376352063 |
| 2020-02-01 | 23.9241813911560 |
| 2020-03-01 | 23.8120684443785 |
| 2020-04-01 | 22.2908702208037 |
| 2020-05-01 | 21.9703492024803 |
| 2020-06-01 | 21.9262830537264 |
| 2020-07-01 | 21.7566029791234 |
| 2020-08-01 | 21.8071928917905 |
| 2020-09-01 | 21.7973304981787 |
| 2020-10-01 | 21.7710610762441 |
| 2020-11-01 | 21.7072453272662 |
| 2020-12-01 | 21.8630945511189 |
| 2021-01-01 | 21.7090143093634 |
| 2021-02-01 | 21.6288946450689 |
| 2021-03-01 | 21.6986937304800 |
| 2021-04-01 | 21.6782242338843 |
| 2021-05-01 | 21.8494948793387 |
| 2021-06-01 | 21.9068862331270 |
| 2021-07-01 | 21.9459607904896 |
| 2021-08-01 | 22.0021613301006 |
| 2021-09-01 | 21.9163118697592 |
| 2021-10-01 | 22.1793786013986 |
| 2021-11-01 | 22.3401437004633 |
| 2021-12-01 | 22.2780135037112 |
| 2022-01-01 | 22.5072555472475 |
| 2022-02-01 | 22.7261193708124 |
| 2022-03-01 | 22.8820103421002 |
| 2022-04-01 | 23.1767159217084 |
| 2022-05-01 | 23.2245581528053 |
| 2022-06-01 | 23.2881821022042 |
| 2022-07-01 | 23.4457914098880 |
| 2022-08-01 | 23.5121569917394 |
| 2022-09-01 | 23.5350718694483 |
| 2022-10-01 | 23.5866055284484 |
| 2022-11-01 | 23.6648787220675 |
| 2022-12-01 | 23.7894161671971 |
| 2023-01-01 | 23.8932517506570 |
| 2023-02-01 | 23.9050765691559 |
| 2023-03-01 | 24.0677323742303 |
| 2023-04-01 | 24.3757845024602 |
| 2023-05-01 | 24.3085633121424 |
| 2023-06-01 | 24.4889712152055 |
| 2023-07-01 | 24.5481857056208 |
| 2023-08-01 | 24.7375042777076 |
| 2023-09-01 | 24.7505714554630 |
| 2023-10-01 | 24.7937785729795 |
| 2023-11-01 | 24.7769324287824 |
| 2023-12-01 | 24.7846949584121 |
| 2024-01-01 | 24.8727647179272 |
| 2024-02-01 | 24.8789997496371 |
| 2024-03-01 | 24.9559085502800 |
| 2024-04-01 | 24.8808450430550 |
| 2024-05-01 | 24.9020670404431 |
| 2024-06-01 | 24.8958719642024 |
| 2024-07-01 | 24.9589036134268 |
| 2024-08-01 | 24.8616160274687 |
| 2024-09-01 | 24.7641978404681 |
| 2024-10-01 | 24.9974304728901 |
| 2024-11-01 | 24.9794714809320 |
| 2024-12-01 | 24.9812169611976 |
| 2025-01-01 | 24.9517288462563 |
| 2025-02-01 | 24.9482709378444 |
| 2025-03-01 | 24.8419309657996 |
| 2025-04-01 | 24.8841874345003 |
| 2025-05-01 | 25.0066976170525 |
| 2025-06-01 | 24.9086137554728 |
| 2025-07-01 | 24.8724125405846 |
| 2025-08-01 | 24.8836885446075 |
| 2025-09-01 | 24.9729252832368 |
| 2025-10-01 | 24.9971619996731 |
| 2025-11-01 | 25.0774214460659 |
| 2025-12-01 | 25.1723987485607 |
| 2026-01-01 | 25.2352233546022 |
| 2026-02-01 | 25.3280342905937 |
| 2026-03-01 | 25.5347228563934 |
| 2026-04-01 | 25.2887765021665 |
| 2026-05-01 | 25.2121529201794 |