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 2026-07-01 |
| Last Updated | 2026-08-21 6:47 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 | 18.1385034183209 |
| 1990-02-01 | 18.2194577643722 |
| 1990-03-01 | 18.3231682941917 |
| 1990-04-01 | 18.4458837621678 |
| 1990-05-01 | 18.2921999871893 |
| 1990-06-01 | 18.5039424607143 |
| 1990-07-01 | 19.1893866597194 |
| 1990-08-01 | 19.3063346765864 |
| 1990-09-01 | 19.1536180889071 |
| 1990-10-01 | 18.9484535991448 |
| 1990-11-01 | 18.7747958802253 |
| 1990-12-01 | 18.8186931180407 |
| 1991-01-01 | 18.1265778071416 |
| 1991-02-01 | 18.1086181732756 |
| 1991-03-01 | 18.2153182769358 |
| 1991-04-01 | 18.2505250844389 |
| 1991-05-01 | 18.2981559417455 |
| 1991-06-01 | 18.2047487570956 |
| 1991-07-01 | 18.2911608116529 |
| 1991-08-01 | 18.3088107437519 |
| 1991-09-01 | 18.3702652785476 |
| 1991-10-01 | 18.3512214664716 |
| 1991-11-01 | 18.4784956667535 |
| 1991-12-01 | 18.6196303335696 |
| 1992-01-01 | 18.3006676372702 |
| 1992-02-01 | 18.2903280835252 |
| 1992-03-01 | 18.2003472454337 |
| 1992-04-01 | 18.2698586096205 |
| 1992-05-01 | 18.3980567182192 |
| 1992-06-01 | 18.5087019572230 |
| 1992-07-01 | 18.2005908482424 |
| 1992-08-01 | 18.2154676758606 |
| 1992-09-01 | 18.2988132852981 |
| 1992-10-01 | 18.3534089214183 |
| 1992-11-01 | 18.3709224579744 |
| 1992-12-01 | 18.3128607083274 |
| 1993-01-01 | 18.3724467456819 |
| 1993-02-01 | 18.3754380366585 |
| 1993-03-01 | 18.4771338952835 |
| 1993-04-01 | 18.1986388183193 |
| 1993-05-01 | 18.0985756165068 |
| 1993-06-01 | 18.1136254178244 |
| 1993-07-01 | 18.2151234587310 |
| 1993-08-01 | 18.2203025422693 |
| 1993-09-01 | 18.1288846499745 |
| 1993-10-01 | 18.2543128057000 |
| 1993-11-01 | 18.2600306186494 |
| 1993-12-01 | 18.3979697960245 |
| 1994-01-01 | 18.5482414402567 |
| 1994-02-01 | 18.6682431727293 |
| 1994-03-01 | 18.4435631194329 |
| 1994-04-01 | 18.8262817892347 |
| 1994-05-01 | 18.8079926154339 |
| 1994-06-01 | 18.9260817393341 |
| 1994-07-01 | 18.9225468205090 |
| 1994-08-01 | 18.9174950081716 |
| 1994-09-01 | 19.0621115658473 |
| 1994-10-01 | 18.6610179312186 |
| 1994-11-01 | 18.8448762422287 |
| 1994-12-01 | 18.8782737017190 |
| 1995-01-01 | 19.0324985221697 |
| 1995-02-01 | 19.0675697894362 |
| 1995-03-01 | 19.1101410597829 |
| 1995-04-01 | 19.1445739744702 |
| 1995-05-01 | 19.3190342087548 |
| 1995-06-01 | 19.4387615553935 |
| 1995-07-01 | 19.4228782066972 |
| 1995-08-01 | 19.5158917353604 |
| 1995-09-01 | 19.6838044461525 |
| 1995-10-01 | 19.7785731561295 |
| 1995-11-01 | 19.8328935176445 |
| 1995-12-01 | 19.8574858331971 |
| 1996-01-01 | 19.5330339005830 |
| 1996-02-01 | 19.6615768382819 |
| 1996-03-01 | 19.7821102588582 |
| 1996-04-01 | 19.6518176175561 |
| 1996-05-01 | 19.7263052252997 |
| 1996-06-01 | 19.6460991340052 |
| 1996-07-01 | 19.7211493511488 |
| 1996-08-01 | 19.8179480310361 |
| 1996-09-01 | 19.8022734714388 |
| 1996-10-01 | 19.9052493239691 |
| 1996-11-01 | 19.9135770045859 |
| 1996-12-01 | 19.9434540831732 |
| 1997-01-01 | 19.8395454987573 |
| 1997-02-01 | 19.8491391806527 |
| 1997-03-01 | 19.9715769938298 |
| 1997-04-01 | 20.0484200747572 |
| 1997-05-01 | 20.0253227791628 |
| 1997-06-01 | 20.1529644687744 |
| 1997-07-01 | 20.6218978637877 |
| 1997-08-01 | 20.4172806115592 |
| 1997-09-01 | 20.4076943914844 |
| 1997-10-01 | 20.4342801702096 |
| 1997-11-01 | 20.3029083593036 |
| 1997-12-01 | 20.4335687889708 |
| 1998-01-01 | 20.7577522074088 |
| 1998-02-01 | 21.0214648359478 |
| 1998-03-01 | 20.7708507629416 |
| 1998-04-01 | 20.7411144917656 |
| 1998-05-01 | 20.8418607434158 |
| 1998-06-01 | 20.7470654121246 |
| 1998-07-01 | 20.8203326355959 |
| 1998-08-01 | 20.7060646066781 |
| 1998-09-01 | 20.8084089699549 |
| 1998-10-01 | 20.8560644746722 |
| 1998-11-01 | 21.0055096278412 |
| 1998-12-01 | 21.1289891765451 |
| 1999-01-01 | 21.0674001139214 |
| 1999-02-01 | 21.2939926780123 |
| 1999-03-01 | 21.2761122061970 |
| 1999-04-01 | 21.4465092775026 |
| 1999-05-01 | 21.2597595790608 |
| 1999-06-01 | 21.2444607000070 |
| 1999-07-01 | 21.0143547964502 |
| 1999-08-01 | 20.8918911811601 |
| 1999-09-01 | 20.7915915401363 |
| 1999-10-01 | 21.5685825340796 |
| 1999-11-01 | 21.6215800881241 |
| 1999-12-01 | 21.4240801479113 |
| 2000-01-01 | 21.4741933898161 |
| 2000-02-01 | 21.3676867877000 |
| 2000-03-01 | 21.2768333567722 |
| 2000-04-01 | 21.4672833495039 |
| 2000-05-01 | 21.3848317289717 |
| 2000-06-01 | 21.3384355079719 |
| 2000-07-01 | 21.4149452054273 |
| 2000-08-01 | 21.6815977723663 |
| 2000-09-01 | 21.6713908516885 |
| 2000-10-01 | 21.5583811184616 |
| 2000-11-01 | 21.5399836067598 |
| 2000-12-01 | 21.6140361817861 |
| 2001-01-01 | 20.5653420472400 |
| 2001-02-01 | 20.7565294812486 |
| 2001-03-01 | 20.7755781091769 |
| 2001-04-01 | 20.8030840770058 |
| 2001-05-01 | 20.8081717245957 |
| 2001-06-01 | 21.0484056054192 |
| 2001-07-01 | 21.0090305245407 |
| 2001-08-01 | 21.0758666526123 |
| 2001-09-01 | 20.9548536308085 |
| 2001-10-01 | 20.9336822097004 |
| 2001-11-01 | 20.8542099188532 |
| 2001-12-01 | 20.9937430405608 |
| 2002-01-01 | 20.6597579767485 |
| 2002-02-01 | 20.5517293338282 |
| 2002-03-01 | 20.5689539784105 |
| 2002-04-01 | 20.4345842581127 |
| 2002-05-01 | 20.5368351292379 |
| 2002-06-01 | 20.4600218389331 |
| 2002-07-01 | 20.6991914117209 |
| 2002-08-01 | 20.4796220293974 |
| 2002-09-01 | 20.5609849225545 |
| 2002-10-01 | 20.3003993174569 |
| 2002-11-01 | 20.2590994090101 |
| 2002-12-01 | 20.1686551524174 |
| 2003-01-01 | 20.3515942173371 |
| 2003-02-01 | 20.2490800081577 |
| 2003-03-01 | 20.2658260073437 |
| 2003-04-01 | 20.1585284940147 |
| 2003-05-01 | 20.0471273974484 |
| 2003-06-01 | 19.8757025596331 |
| 2003-07-01 | 19.7866500626970 |
| 2003-08-01 | 19.8006258672562 |
| 2003-09-01 | 19.8802192513673 |
| 2003-10-01 | 19.8781781563594 |
| 2003-11-01 | 19.7533589827511 |
| 2003-12-01 | 19.8424561207438 |
| 2004-01-01 | 19.8513961119592 |
| 2004-02-01 | 19.8409830239931 |
| 2004-03-01 | 19.5625919319180 |
| 2004-04-01 | 19.6580226504138 |
| 2004-05-01 | 19.7456020484449 |
| 2004-06-01 | 19.9820986291045 |
| 2004-07-01 | 19.9885927503176 |
| 2004-08-01 | 19.9365014322766 |
| 2004-09-01 | 19.9151428044133 |
| 2004-10-01 | 20.0620002790181 |
| 2004-11-01 | 20.1410677431060 |
| 2004-12-01 | 20.1152155135211 |
| 2005-01-01 | 20.0474364401320 |
| 2005-02-01 | 20.0263843533203 |
| 2005-03-01 | 20.0664817276981 |
| 2005-04-01 | 20.1481607812394 |
| 2005-05-01 | 20.1404846036268 |
| 2005-06-01 | 20.1852516122611 |
| 2005-07-01 | 20.4963059962323 |
| 2005-08-01 | 20.5745900471915 |
| 2005-09-01 | 20.4431039066749 |
| 2005-10-01 | 20.5583185050969 |
| 2005-11-01 | 20.6237092464937 |
| 2005-12-01 | 20.6961392091821 |
| 2006-01-01 | 20.7435543817412 |
| 2006-02-01 | 20.9081977204070 |
| 2006-03-01 | 20.9678171609733 |
| 2006-04-01 | 21.1286786742224 |
| 2006-05-01 | 21.2416323761550 |
| 2006-06-01 | 21.2935400874200 |
| 2006-07-01 | 21.3101650554842 |
| 2006-08-01 | 21.4022756124039 |
| 2006-09-01 | 21.4622205770307 |
| 2006-10-01 | 21.4564775384252 |
| 2006-11-01 | 21.5115499322118 |
| 2006-12-01 | 21.5895138614576 |
| 2007-01-01 | 21.5291929511855 |
| 2007-02-01 | 21.5877846322838 |
| 2007-03-01 | 21.6697735795647 |
| 2007-04-01 | 21.7146321388430 |
| 2007-05-01 | 21.7429043216304 |
| 2007-06-01 | 21.7123787567228 |
| 2007-07-01 | 21.5247269026257 |
| 2007-08-01 | 21.4164337882864 |
| 2007-09-01 | 21.3654251256181 |
| 2007-10-01 | 21.4556064904081 |
| 2007-11-01 | 21.5082560719791 |
| 2007-12-01 | 21.6001773436577 |
| 2008-01-01 | 21.6033348622768 |
| 2008-02-01 | 21.5749481814789 |
| 2008-03-01 | 21.5634484042056 |
| 2008-04-01 | 21.4951828421211 |
| 2008-05-01 | 21.5469710598456 |
| 2008-06-01 | 21.6358446468041 |
| 2008-07-01 | 21.6415404552717 |
| 2008-08-01 | 21.5272658320655 |
| 2008-09-01 | 21.6617948240975 |
| 2008-10-01 | 21.5525384075738 |
| 2008-11-01 | 21.5152654110805 |
| 2008-12-01 | 21.3216788792972 |
| 2009-01-01 | 21.1635202316226 |
| 2009-02-01 | 21.0620325647612 |
| 2009-03-01 | 20.8502699195309 |
| 2009-04-01 | 20.6894091912123 |
| 2009-05-01 | 20.3545859415725 |
| 2009-06-01 | 20.2555290333307 |
| 2009-07-01 | 20.2543326048437 |
| 2009-08-01 | 20.2333800266847 |
| 2009-09-01 | 20.1572814060082 |
| 2009-10-01 | 20.2535628936474 |
| 2009-11-01 | 20.0191815392687 |
| 2009-12-01 | 19.9426697643264 |
| 2010-01-01 | 20.0295190084585 |
| 2010-02-01 | 20.0527987897027 |
| 2010-03-01 | 20.0317431631425 |
| 2010-04-01 | 20.1881690598973 |
| 2010-05-01 | 20.2606904959030 |
| 2010-06-01 | 20.2657980005007 |
| 2010-07-01 | 20.4706636967777 |
| 2010-08-01 | 20.6403797371391 |
| 2010-09-01 | 20.6533690676943 |
| 2010-10-01 | 20.8593083803824 |
| 2010-11-01 | 20.8161831669027 |
| 2010-12-01 | 20.9612807919136 |
| 2011-01-01 | 20.9974789436561 |
| 2011-02-01 | 21.0447624642286 |
| 2011-03-01 | 21.2234184207057 |
| 2011-04-01 | 21.3929603428727 |
| 2011-05-01 | 21.3593639908457 |
| 2011-06-01 | 21.4662542630252 |
| 2011-07-01 | 21.4951627022013 |
| 2011-08-01 | 21.4425047443534 |
| 2011-09-01 | 21.5505588603373 |
| 2011-10-01 | 21.5618834325247 |
| 2011-11-01 | 21.5112598296788 |
| 2011-12-01 | 21.6640506398606 |
| 2012-01-01 | 21.9850713484643 |
| 2012-02-01 | 22.2400337680408 |
| 2012-03-01 | 22.2187917276527 |
| 2012-04-01 | 22.2013827467299 |
| 2012-05-01 | 22.3586285230431 |
| 2012-06-01 | 22.4543881708015 |
| 2012-07-01 | 22.6165157784362 |
| 2012-08-01 | 22.7510015336552 |
| 2012-09-01 | 22.6429402237588 |
| 2012-10-01 | 22.8649642763121 |
| 2012-11-01 | 23.1015541675654 |
| 2012-12-01 | 23.2597809237355 |
| 2013-01-01 | 23.3830533850931 |
| 2013-02-01 | 23.5395761759717 |
| 2013-03-01 | 23.6245388964062 |
| 2013-04-01 | 23.6073135800144 |
| 2013-05-01 | 23.7582594749655 |
| 2013-06-01 | 23.8487995141661 |
| 2013-07-01 | 23.7297786926930 |
| 2013-08-01 | 23.7511723320374 |
| 2013-09-01 | 23.8329127877275 |
| 2013-10-01 | 23.8616476494782 |
| 2013-11-01 | 23.9887577166946 |
| 2013-12-01 | 23.9499038448213 |
| 2014-01-01 | 24.0042224495688 |
| 2014-02-01 | 23.9407743794048 |
| 2014-03-01 | 23.9357862836669 |
| 2014-04-01 | 24.1071126643898 |
| 2014-05-01 | 24.1569979538390 |
| 2014-06-01 | 24.2459197739435 |
| 2014-07-01 | 24.2373030027033 |
| 2014-08-01 | 24.4499606873059 |
| 2014-09-01 | 24.5204007644172 |
| 2014-10-01 | 24.7548208208038 |
| 2014-11-01 | 24.6732136096484 |
| 2014-12-01 | 24.7426663901723 |
| 2015-01-01 | 24.7245011893156 |
| 2015-02-01 | 24.7519319144238 |
| 2015-03-01 | 24.6641838079612 |
| 2015-04-01 | 24.4885237449749 |
| 2015-05-01 | 24.4522373123833 |
| 2015-06-01 | 24.4565249203465 |
| 2015-07-01 | 24.5306583496644 |
| 2015-08-01 | 24.4435702391644 |
| 2015-09-01 | 24.4165407304317 |
| 2015-10-01 | 24.2435218225211 |
| 2015-11-01 | 24.1617935440667 |
| 2015-12-01 | 24.1306856500788 |
| 2016-01-01 | 23.9533603417637 |
| 2016-02-01 | 24.0681261887860 |
| 2016-03-01 | 24.0876642288715 |
| 2016-04-01 | 24.1685410255284 |
| 2016-05-01 | 24.0434308765512 |
| 2016-06-01 | 23.7649973789174 |
| 2016-07-01 | 23.9113570333794 |
| 2016-08-01 | 23.8416526794816 |
| 2016-09-01 | 23.7198548907903 |
| 2016-10-01 | 23.6406113779854 |
| 2016-11-01 | 23.5538904250410 |
| 2016-12-01 | 23.3289932940155 |
| 2017-01-01 | 23.4714234305213 |
| 2017-02-01 | 23.5845736126702 |
| 2017-03-01 | 23.7068029050941 |
| 2017-04-01 | 23.7383460949451 |
| 2017-05-01 | 23.8342063618407 |
| 2017-06-01 | 23.8721616088095 |
| 2017-07-01 | 23.7920952479635 |
| 2017-08-01 | 23.9361928624852 |
| 2017-09-01 | 23.9330310745645 |
| 2017-10-01 | 24.4436932598983 |
| 2017-11-01 | 24.3535867306468 |
| 2017-12-01 | 24.4284105868849 |
| 2018-01-01 | 23.8884983149106 |
| 2018-02-01 | 23.7988437810664 |
| 2018-03-01 | 23.7118266932985 |
| 2018-04-01 | 23.8209577615424 |
| 2018-05-01 | 23.8151633979666 |
| 2018-06-01 | 23.8619364642916 |
| 2018-07-01 | 24.0813911291610 |
| 2018-08-01 | 23.9308280031218 |
| 2018-09-01 | 24.1537438051663 |
| 2018-10-01 | 24.1511685122614 |
| 2018-11-01 | 24.3594838130305 |
| 2018-12-01 | 24.3369981167854 |
| 2019-01-01 | 24.1952665003449 |
| 2019-02-01 | 24.2116567173781 |
| 2019-03-01 | 24.2175831601742 |
| 2019-04-01 | 24.1979816459793 |
| 2019-05-01 | 24.2954790382478 |
| 2019-06-01 | 24.2481612201148 |
| 2019-07-01 | 24.2690533075653 |
| 2019-08-01 | 24.2215351163777 |
| 2019-09-01 | 24.0756948008391 |
| 2019-10-01 | 24.0604660177015 |
| 2019-11-01 | 23.9780817513374 |
| 2019-12-01 | 23.8449997655419 |
| 2020-01-01 | 24.1046774519471 |
| 2020-02-01 | 23.9245214262675 |
| 2020-03-01 | 23.8123158418503 |
| 2020-04-01 | 22.2884524785592 |
| 2020-05-01 | 21.9702148489784 |
| 2020-06-01 | 21.9260393847458 |
| 2020-07-01 | 21.7563665921541 |
| 2020-08-01 | 21.8069639289492 |
| 2020-09-01 | 21.7978888976169 |
| 2020-10-01 | 21.7710093780120 |
| 2020-11-01 | 21.7071781783943 |
| 2020-12-01 | 21.8656047622042 |
| 2021-01-01 | 21.7089749045512 |
| 2021-02-01 | 21.6294890847576 |
| 2021-03-01 | 21.6990475608967 |
| 2021-04-01 | 21.6747628925493 |
| 2021-05-01 | 21.8494327583230 |
| 2021-06-01 | 21.9066530002563 |
| 2021-07-01 | 21.9457078284897 |
| 2021-08-01 | 22.0020487061906 |
| 2021-09-01 | 21.9170625417240 |
| 2021-10-01 | 22.1794413183470 |
| 2021-11-01 | 22.3402360895631 |
| 2021-12-01 | 22.2805402476988 |
| 2022-01-01 | 22.5074216658386 |
| 2022-02-01 | 22.7269690150880 |
| 2022-03-01 | 22.8820958501613 |
| 2022-04-01 | 23.1725744463266 |
| 2022-05-01 | 23.2249146170803 |
| 2022-06-01 | 23.2873172574860 |
| 2022-07-01 | 23.4451793335158 |
| 2022-08-01 | 23.5121098663751 |
| 2022-09-01 | 23.5360762570799 |
| 2022-10-01 | 23.5869450817403 |
| 2022-11-01 | 23.6654005580462 |
| 2022-12-01 | 23.7920881100750 |
| 2023-01-01 | 23.8941874939744 |
| 2023-02-01 | 23.9061301545882 |
| 2023-03-01 | 24.0672763920622 |
| 2023-04-01 | 24.3713865804692 |
| 2023-05-01 | 24.3100416917656 |
| 2023-06-01 | 24.4838584523438 |
| 2023-07-01 | 24.5483488890671 |
| 2023-08-01 | 24.7382277054881 |
| 2023-09-01 | 24.7519835653792 |
| 2023-10-01 | 24.7945936136577 |
| 2023-11-01 | 24.7781745305863 |
| 2023-12-01 | 24.7874127203458 |
| 2024-01-01 | 24.8741820063007 |
| 2024-02-01 | 24.8797162553465 |
| 2024-03-01 | 24.9541721976646 |
| 2024-04-01 | 24.8767821039288 |
| 2024-05-01 | 24.9040318117124 |
| 2024-06-01 | 24.8884767262029 |
| 2024-07-01 | 24.9602995543744 |
| 2024-08-01 | 24.8630313074804 |
| 2024-09-01 | 24.7657193867600 |
| 2024-10-01 | 24.9984354272671 |
| 2024-11-01 | 24.9812184457262 |
| 2024-12-01 | 24.9838327465866 |
| 2025-01-01 | 24.9534748346450 |
| 2025-02-01 | 24.9482542537034 |
| 2025-03-01 | 24.8387758149557 |
| 2025-04-01 | 24.8807943145840 |
| 2025-05-01 | 25.0086338137197 |
| 2025-06-01 | 24.8998911504203 |
| 2025-07-01 | 24.8758011294395 |
| 2025-08-01 | 24.8857895137521 |
| 2025-09-01 | 24.9743800130369 |
| 2025-10-01 | 24.9980711830999 |
| 2025-11-01 | 25.0793843854425 |
| 2025-12-01 | 25.1748257737031 |
| 2026-01-01 | 25.2365233152262 |
| 2026-02-01 | 25.3266268902988 |
| 2026-03-01 | 25.5297433080362 |
| 2026-04-01 | 25.2853200443077 |
| 2026-05-01 | 25.3130912649591 |
| 2026-06-01 | 25.2089317423998 |
| 2026-07-01 | 25.2890517614971 |