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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 18.1384732019 |
| 1990-02-01 | 18.2194275791 |
| 1990-03-01 | 18.3231369888 |
| 1990-04-01 | 18.4458543937 |
| 1990-05-01 | 18.2922049504 |
| 1990-06-01 | 18.5038841142 |
| 1990-07-01 | 19.1894597914 |
| 1990-08-01 | 19.3062806571 |
| 1990-09-01 | 19.1536540843 |
| 1990-10-01 | 18.9484878629 |
| 1990-11-01 | 18.7748265375 |
| 1990-12-01 | 18.8187420906 |
| 1991-01-01 | 18.1265505368 |
| 1991-02-01 | 18.1085907377 |
| 1991-03-01 | 18.2152876830 |
| 1991-04-01 | 18.2504979418 |
| 1991-05-01 | 18.2981595208 |
| 1991-06-01 | 18.2046968328 |
| 1991-07-01 | 18.2912247708 |
| 1991-08-01 | 18.3087621387 |
| 1991-09-01 | 18.3703006346 |
| 1991-10-01 | 18.3512508950 |
| 1991-11-01 | 18.4785216181 |
| 1991-12-01 | 18.6196724507 |
| 1992-01-01 | 18.3006447301 |
| 1992-02-01 | 18.2903056516 |
| 1992-03-01 | 18.2003198815 |
| 1992-04-01 | 18.2698377685 |
| 1992-05-01 | 18.3980564044 |
| 1992-06-01 | 18.5086667613 |
| 1992-07-01 | 18.2006298727 |
| 1992-08-01 | 18.2154395706 |
| 1992-09-01 | 18.2988429074 |
| 1992-10-01 | 18.3534293308 |
| 1992-11-01 | 18.3709396222 |
| 1992-12-01 | 18.3128906348 |
| 1993-01-01 | 18.3724316661 |
| 1993-02-01 | 18.3754222188 |
| 1993-03-01 | 18.4771122330 |
| 1993-04-01 | 18.1986252678 |
| 1993-05-01 | 18.0985735443 |
| 1993-06-01 | 18.1136043454 |
| 1993-07-01 | 18.2151419571 |
| 1993-08-01 | 18.2202911764 |
| 1993-09-01 | 18.1289091701 |
| 1993-10-01 | 18.2543242492 |
| 1993-11-01 | 18.2600392463 |
| 1993-12-01 | 18.3979854320 |
| 1994-01-01 | 18.5482333715 |
| 1994-02-01 | 18.6682339767 |
| 1994-03-01 | 18.4435481534 |
| 1994-04-01 | 18.8262750666 |
| 1994-05-01 | 18.8079892386 |
| 1994-06-01 | 18.9260745997 |
| 1994-07-01 | 18.9225491053 |
| 1994-08-01 | 18.9174974605 |
| 1994-09-01 | 19.0621290305 |
| 1994-10-01 | 18.6610230016 |
| 1994-11-01 | 18.8448772315 |
| 1994-12-01 | 18.8782740144 |
| 1995-01-01 | 19.0324973279 |
| 1995-02-01 | 19.0675671935 |
| 1995-03-01 | 19.1101320694 |
| 1995-04-01 | 19.1445709998 |
| 1995-05-01 | 19.3190332652 |
| 1995-06-01 | 19.4387589264 |
| 1995-07-01 | 19.4228805157 |
| 1995-08-01 | 19.5158929935 |
| 1995-09-01 | 19.6838192000 |
| 1995-10-01 | 19.7785745926 |
| 1995-11-01 | 19.8328895138 |
| 1995-12-01 | 19.8574755154 |
| 1996-01-01 | 19.5330346088 |
| 1996-02-01 | 19.6615790795 |
| 1996-03-01 | 19.7821072584 |
| 1996-04-01 | 19.6518169504 |
| 1996-05-01 | 19.7263068449 |
| 1996-06-01 | 19.6461016741 |
| 1996-07-01 | 19.7211526208 |
| 1996-08-01 | 19.8179495854 |
| 1996-09-01 | 19.8022825176 |
| 1996-10-01 | 19.9052459229 |
| 1996-11-01 | 19.9135668146 |
| 1996-12-01 | 19.9434364383 |
| 1997-01-01 | 19.8395473796 |
| 1997-02-01 | 19.8491465758 |
| 1997-03-01 | 19.9715808629 |
| 1997-04-01 | 20.0484227894 |
| 1997-05-01 | 20.0253283003 |
| 1997-06-01 | 20.1529707129 |
| 1997-07-01 | 20.6219036229 |
| 1997-08-01 | 20.4172819696 |
| 1997-09-01 | 20.4076974430 |
| 1997-10-01 | 20.4342699440 |
| 1997-11-01 | 20.3028875597 |
| 1997-12-01 | 20.4335354127 |
| 1998-01-01 | 20.7577655308 |
| 1998-02-01 | 21.0214808892 |
| 1998-03-01 | 20.7708624806 |
| 1998-04-01 | 20.7411215205 |
| 1998-05-01 | 20.8418700994 |
| 1998-06-01 | 20.7470744155 |
| 1998-07-01 | 20.8203401452 |
| 1998-08-01 | 20.7060647537 |
| 1998-09-01 | 20.8084055921 |
| 1998-10-01 | 20.8560489825 |
| 1998-11-01 | 21.0054821717 |
| 1998-12-01 | 21.1289262690 |
| 1999-01-01 | 21.0674300563 |
| 1999-02-01 | 21.2940208421 |
| 1999-03-01 | 21.2761320169 |
| 1999-04-01 | 21.4465217870 |
| 1999-05-01 | 21.2597727737 |
| 1999-06-01 | 21.2444711678 |
| 1999-07-01 | 21.0143619578 |
| 1999-08-01 | 20.8918876697 |
| 1999-09-01 | 20.7915864232 |
| 1999-10-01 | 21.5685616996 |
| 1999-11-01 | 21.6215469391 |
| 1999-12-01 | 21.4239916101 |
| 2000-01-01 | 21.4742385771 |
| 2000-02-01 | 21.3677244031 |
| 2000-03-01 | 21.2768603343 |
| 2000-04-01 | 21.4673004768 |
| 2000-05-01 | 21.3848471071 |
| 2000-06-01 | 21.3384449984 |
| 2000-07-01 | 21.4149501461 |
| 2000-08-01 | 21.6815914310 |
| 2000-09-01 | 21.6713853792 |
| 2000-10-01 | 21.5583582863 |
| 2000-11-01 | 21.5399520401 |
| 2000-12-01 | 21.6139354231 |
| 2001-01-01 | 20.5653907380 |
| 2001-02-01 | 20.7565695569 |
| 2001-03-01 | 20.7756091021 |
| 2001-04-01 | 20.8031056136 |
| 2001-05-01 | 20.8081869356 |
| 2001-06-01 | 21.0484120552 |
| 2001-07-01 | 21.0090332136 |
| 2001-08-01 | 21.0758583907 |
| 2001-09-01 | 20.9548495795 |
| 2001-10-01 | 20.9336608895 |
| 2001-11-01 | 20.8541810118 |
| 2001-12-01 | 20.9936467678 |
| 2002-01-01 | 20.6598047702 |
| 2002-02-01 | 20.5517656108 |
| 2002-03-01 | 20.5689837468 |
| 2002-04-01 | 20.4346066729 |
| 2002-05-01 | 20.5368475543 |
| 2002-06-01 | 20.4600237741 |
| 2002-07-01 | 20.6991914634 |
| 2002-08-01 | 20.4796136635 |
| 2002-09-01 | 20.5609822104 |
| 2002-10-01 | 20.3003844524 |
| 2002-11-01 | 20.2590811133 |
| 2002-12-01 | 20.1685744008 |
| 2003-01-01 | 20.3516291004 |
| 2003-02-01 | 20.2491077001 |
| 2003-03-01 | 20.2658503398 |
| 2003-04-01 | 20.1585488834 |
| 2003-05-01 | 20.0471362265 |
| 2003-06-01 | 19.8757006889 |
| 2003-07-01 | 19.7866483951 |
| 2003-08-01 | 19.8006185919 |
| 2003-09-01 | 19.8802185853 |
| 2003-10-01 | 19.8781689067 |
| 2003-11-01 | 19.7533484513 |
| 2003-12-01 | 19.8424057864 |
| 2004-01-01 | 19.8514147706 |
| 2004-02-01 | 19.8409993347 |
| 2004-03-01 | 19.5626086959 |
| 2004-04-01 | 19.6580378688 |
| 2004-05-01 | 19.7456072295 |
| 2004-06-01 | 19.9820950113 |
| 2004-07-01 | 19.9885901865 |
| 2004-08-01 | 19.9364966309 |
| 2004-09-01 | 19.9151428985 |
| 2004-10-01 | 20.0619954256 |
| 2004-11-01 | 20.1410639665 |
| 2004-12-01 | 20.1151953895 |
| 2005-01-01 | 20.0474393518 |
| 2005-02-01 | 20.0263900472 |
| 2005-03-01 | 20.0664915623 |
| 2005-04-01 | 20.1481712771 |
| 2005-05-01 | 20.1404869633 |
| 2005-06-01 | 20.1852480270 |
| 2005-07-01 | 20.4963043410 |
| 2005-08-01 | 20.5745872255 |
| 2005-09-01 | 20.4431042421 |
| 2005-10-01 | 20.5583161893 |
| 2005-11-01 | 20.6237063812 |
| 2005-12-01 | 20.6961365728 |
| 2006-01-01 | 20.7435531643 |
| 2006-02-01 | 20.9081984123 |
| 2006-03-01 | 20.9678214565 |
| 2006-04-01 | 21.1286842978 |
| 2006-05-01 | 21.2416330232 |
| 2006-06-01 | 21.2935377749 |
| 2006-07-01 | 21.3101640850 |
| 2006-08-01 | 21.4022740099 |
| 2006-09-01 | 21.4622200663 |
| 2006-10-01 | 21.4564774794 |
| 2006-11-01 | 21.5115496898 |
| 2006-12-01 | 21.5895133579 |
| 2007-01-01 | 21.5291925146 |
| 2007-02-01 | 21.5877845908 |
| 2007-03-01 | 21.6697750488 |
| 2007-04-01 | 21.7146344157 |
| 2007-05-01 | 21.7429045511 |
| 2007-06-01 | 21.7123777319 |
| 2007-07-01 | 21.5247263668 |
| 2007-08-01 | 21.4164325895 |
| 2007-09-01 | 21.3654247200 |
| 2007-10-01 | 21.4556066430 |
| 2007-11-01 | 21.5082562894 |
| 2007-12-01 | 21.6001774461 |
| 2008-01-01 | 21.6033349560 |
| 2008-02-01 | 21.5749484364 |
| 2008-03-01 | 21.5634487658 |
| 2008-04-01 | 21.4951831642 |
| 2008-05-01 | 21.5469712685 |
| 2008-06-01 | 21.6358447835 |
| 2008-07-01 | 21.6415400200 |
| 2008-08-01 | 21.5272650191 |
| 2008-09-01 | 21.6617945303 |
| 2008-10-01 | 21.5525385727 |
| 2008-11-01 | 21.5152655813 |
| 2008-12-01 | 21.3216789904 |
| 2009-01-01 | 21.1635203347 |
| 2009-02-01 | 21.0620326542 |
| 2009-03-01 | 20.8502699950 |
| 2009-04-01 | 20.6894092789 |
| 2009-05-01 | 20.3545860578 |
| 2009-06-01 | 20.2555291811 |
| 2009-07-01 | 20.2543324938 |
| 2009-08-01 | 20.2333795961 |
| 2009-09-01 | 20.1572811905 |
| 2009-10-01 | 20.2535630947 |
| 2009-11-01 | 20.0191816226 |
| 2009-12-01 | 19.9426697855 |
| 2010-01-01 | 20.0295190461 |
| 2010-02-01 | 20.0527987765 |
| 2010-03-01 | 20.0317430676 |
| 2010-04-01 | 20.1881689848 |
| 2010-05-01 | 20.2606905212 |
| 2010-06-01 | 20.2657981554 |
| 2010-07-01 | 20.4706638118 |
| 2010-08-01 | 20.6403796827 |
| 2010-09-01 | 20.6533692481 |
| 2010-10-01 | 20.8593088193 |
| 2010-11-01 | 20.8161830784 |
| 2010-12-01 | 20.9612803588 |
| 2011-01-01 | 20.9974784659 |
| 2011-02-01 | 21.0447620909 |
| 2011-03-01 | 21.2234182488 |
| 2011-04-01 | 21.3929603946 |
| 2011-05-01 | 21.3593641231 |
| 2011-06-01 | 21.4662544200 |
| 2011-07-01 | 21.4951635295 |
| 2011-08-01 | 21.4425051805 |
| 2011-09-01 | 21.5505598268 |
| 2011-10-01 | 21.5618841716 |
| 2011-11-01 | 21.5112594076 |
| 2011-12-01 | 21.6640490027 |
| 2012-01-01 | 21.9850693935 |
| 2012-02-01 | 22.2400324659 |
| 2012-03-01 | 22.2187916149 |
| 2012-04-01 | 22.2013835744 |
| 2012-05-01 | 22.3586294032 |
| 2012-06-01 | 22.4543885917 |
| 2012-07-01 | 22.6165175554 |
| 2012-08-01 | 22.7510029007 |
| 2012-09-01 | 22.6429419085 |
| 2012-10-01 | 22.8649654099 |
| 2012-11-01 | 23.1015546845 |
| 2012-12-01 | 23.2597808021 |
| 2013-01-01 | 23.3830401938 |
| 2013-02-01 | 23.5395755865 |
| 2013-03-01 | 23.6245384233 |
| 2013-04-01 | 23.6073196753 |
| 2013-05-01 | 23.7582595467 |
| 2013-06-01 | 23.8488007522 |
| 2013-07-01 | 23.7297821102 |
| 2013-08-01 | 23.7511753744 |
| 2013-09-01 | 23.8329160956 |
| 2013-10-01 | 23.8616498199 |
| 2013-11-01 | 23.9887591026 |
| 2013-12-01 | 23.9499024395 |
| 2014-01-01 | 24.0041967835 |
| 2014-02-01 | 23.9407734293 |
| 2014-03-01 | 23.9357851737 |
| 2014-04-01 | 24.1071245460 |
| 2014-05-01 | 24.1569977620 |
| 2014-06-01 | 24.2459224631 |
| 2014-07-01 | 24.2373090288 |
| 2014-08-01 | 24.4499692006 |
| 2014-09-01 | 24.5204036148 |
| 2014-10-01 | 24.7548218006 |
| 2014-11-01 | 24.6732180049 |
| 2014-12-01 | 24.7426662217 |
| 2015-01-01 | 24.7244593361 |
| 2015-02-01 | 24.7519290748 |
| 2015-03-01 | 24.6641809967 |
| 2015-04-01 | 24.4885398470 |
| 2015-05-01 | 24.4522336362 |
| 2015-06-01 | 24.4565286895 |
| 2015-07-01 | 24.5306702164 |
| 2015-08-01 | 24.4435989966 |
| 2015-09-01 | 24.4165442073 |
| 2015-10-01 | 24.2435218046 |
| 2015-11-01 | 24.1618233080 |
| 2015-12-01 | 24.1306205391 |
| 2016-01-01 | 23.9533158675 |
| 2016-02-01 | 24.0681241465 |
| 2016-03-01 | 24.0876632700 |
| 2016-04-01 | 24.1685595161 |
| 2016-05-01 | 24.0434348952 |
| 2016-06-01 | 23.7650161615 |
| 2016-07-01 | 23.9113878904 |
| 2016-08-01 | 23.8417175030 |
| 2016-09-01 | 23.7198641145 |
| 2016-10-01 | 23.6405942266 |
| 2016-11-01 | 23.5539099399 |
| 2016-12-01 | 23.3288169904 |
| 2017-01-01 | 23.4713469708 |
| 2017-02-01 | 23.5845751805 |
| 2017-03-01 | 23.7068521423 |
| 2017-04-01 | 23.7384035281 |
| 2017-05-01 | 23.8342460545 |
| 2017-06-01 | 23.8722279259 |
| 2017-07-01 | 23.7921617323 |
| 2017-08-01 | 23.9362783288 |
| 2017-09-01 | 23.9330329083 |
| 2017-10-01 | 24.4436604874 |
| 2017-11-01 | 24.3536196222 |
| 2017-12-01 | 24.4278000496 |
| 2018-01-01 | 23.8884463667 |
| 2018-02-01 | 23.7989002881 |
| 2018-03-01 | 23.7120075007 |
| 2018-04-01 | 23.8211493876 |
| 2018-05-01 | 23.8153126632 |
| 2018-06-01 | 23.8620813504 |
| 2018-07-01 | 24.0815159919 |
| 2018-08-01 | 23.9309729794 |
| 2018-09-01 | 24.1534497824 |
| 2018-10-01 | 24.1511870188 |
| 2018-11-01 | 24.3595314062 |
| 2018-12-01 | 24.3357715741 |
| 2019-01-01 | 24.1952698044 |
| 2019-02-01 | 24.2117183592 |
| 2019-03-01 | 24.2177213154 |
| 2019-04-01 | 24.1991572023 |
| 2019-05-01 | 24.2955384980 |
| 2019-06-01 | 24.2482602211 |
| 2019-07-01 | 24.2691782564 |
| 2019-08-01 | 24.2216831843 |
| 2019-09-01 | 24.0750242321 |
| 2019-10-01 | 24.0605122570 |
| 2019-11-01 | 23.9781611684 |
| 2019-12-01 | 23.8431505815 |
| 2020-01-01 | 24.1046702490 |
| 2020-02-01 | 23.9247739250 |
| 2020-03-01 | 23.8122834985 |
| 2020-04-01 | 22.2908284550 |
| 2020-05-01 | 21.9701619781 |
| 2020-06-01 | 21.9260767703 |
| 2020-07-01 | 21.7564650475 |
| 2020-08-01 | 21.8069625714 |
| 2020-09-01 | 21.7968226089 |
| 2020-10-01 | 21.7710282675 |
| 2020-11-01 | 21.7071934813 |
| 2020-12-01 | 21.8634790248 |
| 2021-01-01 | 21.7088863738 |
| 2021-02-01 | 21.6299238080 |
| 2021-03-01 | 21.6989109676 |
| 2021-04-01 | 21.6784498705 |
| 2021-05-01 | 21.8493452922 |
| 2021-06-01 | 21.9066069384 |
| 2021-07-01 | 21.9456030982 |
| 2021-08-01 | 22.0015839111 |
| 2021-09-01 | 21.9156536866 |
| 2021-10-01 | 22.1792252481 |
| 2021-11-01 | 22.3400354217 |
| 2021-12-01 | 22.2784012898 |
| 2022-01-01 | 22.5075176012 |
| 2022-02-01 | 22.7282028359 |
| 2022-03-01 | 22.8814877316 |
| 2022-04-01 | 23.1772836690 |
| 2022-05-01 | 23.2255832088 |
| 2022-06-01 | 23.2870745986 |
| 2022-07-01 | 23.4444850156 |
| 2022-08-01 | 23.5108019311 |
| 2022-09-01 | 23.5340595611 |
| 2022-10-01 | 23.5862294655 |
| 2022-11-01 | 23.6647499233 |
| 2022-12-01 | 23.7902343880 |
| 2023-01-01 | 23.8948016054 |
| 2023-02-01 | 23.9084207527 |
| 2023-03-01 | 24.0662975881 |
| 2023-04-01 | 24.3775467377 |
| 2023-05-01 | 24.3129839714 |
| 2023-06-01 | 24.4833708643 |
| 2023-07-01 | 24.5441698043 |
| 2023-08-01 | 24.7364617656 |
| 2023-09-01 | 24.7494809952 |
| 2023-10-01 | 24.7930505167 |
| 2023-11-01 | 24.7769811732 |
| 2023-12-01 | 24.7862425422 |
| 2024-01-01 | 24.8754816590 |
| 2024-02-01 | 24.8832378740 |
| 2024-03-01 | 24.9531195356 |
| 2024-04-01 | 24.8833855374 |
| 2024-05-01 | 24.9092407984 |
| 2024-06-01 | 24.8880010964 |
| 2024-07-01 | 24.9530095117 |
| 2024-08-01 | 24.8620788778 |
| 2024-09-01 | 24.7625841835 |
| 2024-10-01 | 24.9958052667 |
| 2024-11-01 | 24.9792293019 |
| 2024-12-01 | 24.9831417950 |
| 2025-01-01 | 24.9552677911 |
| 2025-02-01 | 24.9524346836 |
| 2025-03-01 | 24.8381192527 |
| 2025-04-01 | 24.8872740045 |
| 2025-05-01 | 25.0159254574 |
| 2025-06-01 | 24.8994669007 |
| 2025-07-01 | 24.8648630871 |
| 2025-08-01 | 24.8880740409 |
| 2025-09-01 | 24.9705655470 |
| 2025-10-01 | 24.9942965166 |
| 2025-11-01 | 25.0765500770 |
| 2025-12-01 | 25.1742189034 |
| 2026-01-01 | 25.2385770903 |
| 2026-02-01 | 25.3312328667 |
| 2026-03-01 | 25.5293756470 |
| 2026-04-01 | 25.2912465940 |
| 2026-05-01 | 25.3214124709 |
| 2026-06-01 | 25.2086089675 |
| 2026-07-01 | 25.3767383363 |
| 2026-08-01 | 25.4054397726 |