Table Data - All Employees: Leisure and Hospitality: Accommodation in Oklahoma
| Title | All Employees: Leisure and Hospitality: Accommodation in Oklahoma |
|---|---|
| Series ID | SMU40000007072100001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:40 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 | 11.0638812446 |
| 1990-02-01 | 11.2490487532 |
| 1990-03-01 | 11.0663065434 |
| 1990-04-01 | 11.0951229761 |
| 1990-05-01 | 11.0226100437 |
| 1990-06-01 | 11.1845374788 |
| 1990-07-01 | 10.8046931659 |
| 1990-08-01 | 10.9661729014 |
| 1990-09-01 | 11.2335415998 |
| 1990-10-01 | 10.8075027281 |
| 1990-11-01 | 10.8812296135 |
| 1990-12-01 | 11.0224395692 |
| 1991-01-01 | 11.0667504895 |
| 1991-02-01 | 10.9632574437 |
| 1991-03-01 | 10.9573270485 |
| 1991-04-01 | 10.8858805062 |
| 1991-05-01 | 10.8195253520 |
| 1991-06-01 | 10.8806630115 |
| 1991-07-01 | 10.9071642961 |
| 1991-08-01 | 11.0828876754 |
| 1991-09-01 | 11.2421009026 |
| 1991-10-01 | 10.5967836045 |
| 1991-11-01 | 10.6744252046 |
| 1991-12-01 | 10.5131131027 |
| 1992-01-01 | 10.4671230968 |
| 1992-02-01 | 10.3862377722 |
| 1992-03-01 | 10.2478983422 |
| 1992-04-01 | 10.1814493870 |
| 1992-05-01 | 10.2102942632 |
| 1992-06-01 | 10.0785352837 |
| 1992-07-01 | 10.1081187743 |
| 1992-08-01 | 10.1095982585 |
| 1992-09-01 | 10.0529932662 |
| 1992-10-01 | 9.9767070159 |
| 1992-11-01 | 9.9644194270 |
| 1992-12-01 | 9.8998997550 |
| 1993-01-01 | 9.9713248044 |
| 1993-02-01 | 10.0045099572 |
| 1993-03-01 | 10.1445407349 |
| 1993-04-01 | 10.2848966302 |
| 1993-05-01 | 10.1930131733 |
| 1993-06-01 | 10.0700287395 |
| 1993-07-01 | 10.0147708544 |
| 1993-08-01 | 9.9405640804 |
| 1993-09-01 | 9.9654816470 |
| 1993-10-01 | 10.0624729148 |
| 1993-11-01 | 10.1616413522 |
| 1993-12-01 | 10.1882608767 |
| 1994-01-01 | 10.1601536391 |
| 1994-02-01 | 10.1062948221 |
| 1994-03-01 | 10.2360628544 |
| 1994-04-01 | 10.2902764037 |
| 1994-05-01 | 10.1776803662 |
| 1994-06-01 | 10.3619531405 |
| 1994-07-01 | 10.4393954422 |
| 1994-08-01 | 10.4806390114 |
| 1994-09-01 | 10.5836809682 |
| 1994-10-01 | 10.7550872534 |
| 1994-11-01 | 11.0562179514 |
| 1994-12-01 | 10.8631111741 |
| 1995-01-01 | 10.8369739074 |
| 1995-02-01 | 10.6879758932 |
| 1995-03-01 | 10.9295337229 |
| 1995-04-01 | 10.9883165531 |
| 1995-05-01 | 11.3764359886 |
| 1995-06-01 | 11.1527730638 |
| 1995-07-01 | 11.2875437511 |
| 1995-08-01 | 11.2272235883 |
| 1995-09-01 | 11.2012774148 |
| 1995-10-01 | 11.4594149166 |
| 1995-11-01 | 10.9571845330 |
| 1995-12-01 | 10.9318691481 |
| 1996-01-01 | 10.6843687386 |
| 1996-02-01 | 10.7450131345 |
| 1996-03-01 | 10.7234500433 |
| 1996-04-01 | 10.6822152702 |
| 1996-05-01 | 10.8920946180 |
| 1996-06-01 | 10.8615375342 |
| 1996-07-01 | 10.8478988014 |
| 1996-08-01 | 10.8695680644 |
| 1996-09-01 | 10.8106581776 |
| 1996-10-01 | 10.7701952356 |
| 1996-11-01 | 10.7579019179 |
| 1996-12-01 | 10.7020519888 |
| 1997-01-01 | 10.9230078743 |
| 1997-02-01 | 10.8939399984 |
| 1997-03-01 | 10.9142056420 |
| 1997-04-01 | 10.5791892987 |
| 1997-05-01 | 10.8106289007 |
| 1997-06-01 | 10.8783381194 |
| 1997-07-01 | 9.9082419857 |
| 1997-08-01 | 10.0007164610 |
| 1997-09-01 | 10.0054614538 |
| 1997-10-01 | 10.7953467768 |
| 1997-11-01 | 10.8586830064 |
| 1997-12-01 | 10.8962922777 |
| 1998-01-01 | 10.7632634510 |
| 1998-02-01 | 10.7463841512 |
| 1998-03-01 | 10.4891098915 |
| 1998-04-01 | 10.8676004993 |
| 1998-05-01 | 10.7373195795 |
| 1998-06-01 | 10.6961891531 |
| 1998-07-01 | 10.5589713199 |
| 1998-08-01 | 10.5130233564 |
| 1998-09-01 | 10.2997533540 |
| 1998-10-01 | 10.9225932977 |
| 1998-11-01 | 10.8546554954 |
| 1998-12-01 | 10.9995377656 |
| 1999-01-01 | 11.0310167496 |
| 1999-02-01 | 11.0242960671 |
| 1999-03-01 | 10.8545401476 |
| 1999-04-01 | 10.9542956588 |
| 1999-05-01 | 10.8533300564 |
| 1999-06-01 | 10.8105268883 |
| 1999-07-01 | 10.8825537678 |
| 1999-08-01 | 10.9171324057 |
| 1999-09-01 | 10.9975939834 |
| 1999-10-01 | 11.0467465997 |
| 1999-11-01 | 11.0522686694 |
| 1999-12-01 | 11.1068112911 |
| 2000-01-01 | 11.2161814092 |
| 2000-02-01 | 11.2163678922 |
| 2000-03-01 | 11.4322796736 |
| 2000-04-01 | 11.0477775005 |
| 2000-05-01 | 11.1583960716 |
| 2000-06-01 | 11.2272785158 |
| 2000-07-01 | 11.2771198983 |
| 2000-08-01 | 11.3055609255 |
| 2000-09-01 | 11.4048927626 |
| 2000-10-01 | 11.1505073942 |
| 2000-11-01 | 11.2552390498 |
| 2000-12-01 | 11.1167868486 |
| 2001-01-01 | 11.1180386953 |
| 2001-02-01 | 11.1242184929 |
| 2001-03-01 | 11.2183647383 |
| 2001-04-01 | 11.8529432709 |
| 2001-05-01 | 11.6383732466 |
| 2001-06-01 | 11.7498081708 |
| 2001-07-01 | 11.4608243268 |
| 2001-08-01 | 11.4996711570 |
| 2001-09-01 | 11.4159717196 |
| 2001-10-01 | 11.0405766908 |
| 2001-11-01 | 10.5542064069 |
| 2001-12-01 | 10.6223318239 |
| 2002-01-01 | 10.7181167823 |
| 2002-02-01 | 10.7350470699 |
| 2002-03-01 | 10.9197869016 |
| 2002-04-01 | 10.7467847438 |
| 2002-05-01 | 10.8266794467 |
| 2002-06-01 | 10.6770644383 |
| 2002-07-01 | 10.7498667030 |
| 2002-08-01 | 10.5978059003 |
| 2002-09-01 | 10.5372287886 |
| 2002-10-01 | 10.5115455359 |
| 2002-11-01 | 10.5455768401 |
| 2002-12-01 | 10.6184298357 |
| 2003-01-01 | 10.5206410640 |
| 2003-02-01 | 10.4411586836 |
| 2003-03-01 | 10.3267468003 |
| 2003-04-01 | 10.3329226875 |
| 2003-05-01 | 10.4128295108 |
| 2003-06-01 | 10.4143752650 |
| 2003-07-01 | 10.4548654973 |
| 2003-08-01 | 10.4162913045 |
| 2003-09-01 | 10.3565047981 |
| 2003-10-01 | 10.4834858905 |
| 2003-11-01 | 10.3306275783 |
| 2003-12-01 | 10.2869729285 |
| 2004-01-01 | 10.3139889234 |
| 2004-02-01 | 10.2298618803 |
| 2004-03-01 | 10.2461963743 |
| 2004-04-01 | 10.2199680384 |
| 2004-05-01 | 10.3217107402 |
| 2004-06-01 | 10.0529530203 |
| 2004-07-01 | 10.1699015614 |
| 2004-08-01 | 10.2270111127 |
| 2004-09-01 | 10.3703627394 |
| 2004-10-01 | 10.5609939928 |
| 2004-11-01 | 10.5142126547 |
| 2004-12-01 | 10.5649716264 |
| 2005-01-01 | 10.6021628004 |
| 2005-02-01 | 10.4036173146 |
| 2005-03-01 | 10.5459937892 |
| 2005-04-01 | 10.7202144137 |
| 2005-05-01 | 10.6466114362 |
| 2005-06-01 | 10.6876205501 |
| 2005-07-01 | 10.7884134846 |
| 2005-08-01 | 10.7358264673 |
| 2005-09-01 | 10.7709899890 |
| 2005-10-01 | 10.7542559829 |
| 2005-11-01 | 10.7948486057 |
| 2005-12-01 | 10.7401203695 |
| 2006-01-01 | 10.7982764937 |
| 2006-02-01 | 10.8808419605 |
| 2006-03-01 | 10.9357272858 |
| 2006-04-01 | 11.0287731705 |
| 2006-05-01 | 11.0867504438 |
| 2006-06-01 | 11.4020697214 |
| 2006-07-01 | 11.0929099305 |
| 2006-08-01 | 11.0275082772 |
| 2006-09-01 | 11.2683864369 |
| 2006-10-01 | 11.2586372859 |
| 2006-11-01 | 11.2811174370 |
| 2006-12-01 | 11.4408282523 |
| 2007-01-01 | 11.3077498836 |
| 2007-02-01 | 11.3644464762 |
| 2007-03-01 | 11.5144168405 |
| 2007-04-01 | 11.0352571293 |
| 2007-05-01 | 11.3141037107 |
| 2007-06-01 | 11.3031989121 |
| 2007-07-01 | 11.2894363387 |
| 2007-08-01 | 11.4221740984 |
| 2007-09-01 | 11.3657569845 |
| 2007-10-01 | 11.3596978117 |
| 2007-11-01 | 11.4733910399 |
| 2007-12-01 | 11.4417098160 |
| 2008-01-01 | 11.6282599565 |
| 2008-02-01 | 11.6634806461 |
| 2008-03-01 | 11.7060490168 |
| 2008-04-01 | 11.3429093604 |
| 2008-05-01 | 11.5255465705 |
| 2008-06-01 | 11.5836788891 |
| 2008-07-01 | 11.6760122955 |
| 2008-08-01 | 11.6177874790 |
| 2008-09-01 | 11.6621432926 |
| 2008-10-01 | 11.7569197750 |
| 2008-11-01 | 11.7735532810 |
| 2008-12-01 | 11.8689654059 |
| 2009-01-01 | 11.7379898928 |
| 2009-02-01 | 11.6734124397 |
| 2009-03-01 | 11.7055366024 |
| 2009-04-01 | 11.5387333885 |
| 2009-05-01 | 11.6202134239 |
| 2009-06-01 | 11.4570955558 |
| 2009-07-01 | 11.6674808892 |
| 2009-08-01 | 11.6337147307 |
| 2009-09-01 | 11.7543678092 |
| 2009-10-01 | 11.5440994997 |
| 2009-11-01 | 11.5749962566 |
| 2009-12-01 | 11.5877310904 |
| 2010-01-01 | 11.6417930144 |
| 2010-02-01 | 11.7986715718 |
| 2010-03-01 | 11.8190309874 |
| 2010-04-01 | 12.0327971670 |
| 2010-05-01 | 12.0051570095 |
| 2010-06-01 | 12.0243359990 |
| 2010-07-01 | 12.0559060720 |
| 2010-08-01 | 12.1572334043 |
| 2010-09-01 | 12.1385289522 |
| 2010-10-01 | 12.2359543728 |
| 2010-11-01 | 12.1834992501 |
| 2010-12-01 | 12.1187112825 |
| 2011-01-01 | 12.0286908468 |
| 2011-02-01 | 11.9192315304 |
| 2011-03-01 | 12.2407131737 |
| 2011-04-01 | 12.3155985817 |
| 2011-05-01 | 12.3910362323 |
| 2011-06-01 | 12.5010558682 |
| 2011-07-01 | 12.4489121400 |
| 2011-08-01 | 12.4840008003 |
| 2011-09-01 | 12.5181584533 |
| 2011-10-01 | 12.5302589476 |
| 2011-11-01 | 12.5875498204 |
| 2011-12-01 | 12.6299844849 |
| 2012-01-01 | 12.8167132075 |
| 2012-02-01 | 12.7431319336 |
| 2012-03-01 | 12.7730809191 |
| 2012-04-01 | 12.8062716769 |
| 2012-05-01 | 12.8795747483 |
| 2012-06-01 | 12.8834257264 |
| 2012-07-01 | 12.7336373523 |
| 2012-08-01 | 12.8965294590 |
| 2012-09-01 | 12.9970391282 |
| 2012-10-01 | 13.0325027323 |
| 2012-11-01 | 13.0923937495 |
| 2012-12-01 | 13.2448225336 |
| 2013-01-01 | 13.0981937863 |
| 2013-02-01 | 13.0573081975 |
| 2013-03-01 | 13.1060098694 |
| 2013-04-01 | 12.8119463143 |
| 2013-05-01 | 13.1785365440 |
| 2013-06-01 | 12.9743302874 |
| 2013-07-01 | 12.9057403315 |
| 2013-08-01 | 12.8945952213 |
| 2013-09-01 | 12.9794607093 |
| 2013-10-01 | 13.0340767696 |
| 2013-11-01 | 12.9891884439 |
| 2013-12-01 | 13.0422483347 |
| 2014-01-01 | 13.2969619581 |
| 2014-02-01 | 13.3829464926 |
| 2014-03-01 | 13.4406195165 |
| 2014-04-01 | 13.5402293625 |
| 2014-05-01 | 13.4730549974 |
| 2014-06-01 | 13.4559177442 |
| 2014-07-01 | 13.6642359456 |
| 2014-08-01 | 13.6775157747 |
| 2014-09-01 | 13.7588447666 |
| 2014-10-01 | 13.7398458484 |
| 2014-11-01 | 13.8972618752 |
| 2014-12-01 | 13.9494947777 |
| 2015-01-01 | 13.9045434972 |
| 2015-02-01 | 13.8982535117 |
| 2015-03-01 | 13.8665971499 |
| 2015-04-01 | 14.0827211413 |
| 2015-05-01 | 14.0730317478 |
| 2015-06-01 | 14.0312852911 |
| 2015-07-01 | 14.1176477614 |
| 2015-08-01 | 14.1476477007 |
| 2015-09-01 | 13.8334847200 |
| 2015-10-01 | 14.1519089361 |
| 2015-11-01 | 14.1088008719 |
| 2015-12-01 | 14.0480800873 |
| 2016-01-01 | 14.0229152540 |
| 2016-02-01 | 14.1246761320 |
| 2016-03-01 | 14.0905489854 |
| 2016-04-01 | 14.0285923284 |
| 2016-05-01 | 14.0687937033 |
| 2016-06-01 | 14.0981185179 |
| 2016-07-01 | 14.0690302746 |
| 2016-08-01 | 14.1209558390 |
| 2016-09-01 | 14.0107329793 |
| 2016-10-01 | 14.0606903795 |
| 2016-11-01 | 14.0254786520 |
| 2016-12-01 | 13.9474609686 |
| 2017-01-01 | 13.6376761693 |
| 2017-02-01 | 13.8437668102 |
| 2017-03-01 | 13.9041364468 |
| 2017-04-01 | 14.1817307593 |
| 2017-05-01 | 14.0778501570 |
| 2017-06-01 | 14.0675321379 |
| 2017-07-01 | 13.8242148525 |
| 2017-08-01 | 13.9989980198 |
| 2017-09-01 | 14.1876736628 |
| 2017-10-01 | 14.0616155030 |
| 2017-11-01 | 14.1328417493 |
| 2017-12-01 | 14.2452511388 |
| 2018-01-01 | 14.3431943588 |
| 2018-02-01 | 14.4746171574 |
| 2018-03-01 | 14.5152594594 |
| 2018-04-01 | 14.3219170708 |
| 2018-05-01 | 14.3914724660 |
| 2018-06-01 | 14.4455779395 |
| 2018-07-01 | 14.3883583846 |
| 2018-08-01 | 14.3899040369 |
| 2018-09-01 | 14.3666509510 |
| 2018-10-01 | 14.1535865699 |
| 2018-11-01 | 14.1381202763 |
| 2018-12-01 | 14.2493436947 |
| 2019-01-01 | 14.2349653472 |
| 2019-02-01 | 14.1922388859 |
| 2019-03-01 | 14.2212252551 |
| 2019-04-01 | 14.2462709712 |
| 2019-05-01 | 14.2186954540 |
| 2019-06-01 | 14.1417154580 |
| 2019-07-01 | 14.1651457303 |
| 2019-08-01 | 14.0825494046 |
| 2019-09-01 | 14.0497718981 |
| 2019-10-01 | 14.1481349518 |
| 2019-11-01 | 14.1301490141 |
| 2019-12-01 | 14.1554007225 |
| 2020-01-01 | 14.0212694916 |
| 2020-02-01 | 14.1085471436 |
| 2020-03-01 | 13.8268234530 |
| 2020-04-01 | 9.1470946188 |
| 2020-05-01 | 9.6369457809 |
| 2020-06-01 | 9.8417574857 |
| 2020-07-01 | 10.0642015472 |
| 2020-08-01 | 10.1829951564 |
| 2020-09-01 | 10.3498146672 |
| 2020-10-01 | 10.5424118600 |
| 2020-11-01 | 10.6204070109 |
| 2020-12-01 | 10.5600247997 |
| 2021-01-01 | 10.8159816059 |
| 2021-02-01 | 10.8067607028 |
| 2021-03-01 | 11.0167722392 |
| 2021-04-01 | 11.1372106876 |
| 2021-05-01 | 11.2453103179 |
| 2021-06-01 | 11.4373508084 |
| 2021-07-01 | 11.7820429335 |
| 2021-08-01 | 11.8925219326 |
| 2021-09-01 | 11.8665283265 |
| 2021-10-01 | 11.9503801037 |
| 2021-11-01 | 12.0082576947 |
| 2021-12-01 | 12.1665136372 |
| 2022-01-01 | 12.3171426239 |
| 2022-02-01 | 12.2931366545 |
| 2022-03-01 | 12.2847551360 |
| 2022-04-01 | 12.5219641523 |
| 2022-05-01 | 12.5309626168 |
| 2022-06-01 | 12.5227951609 |
| 2022-07-01 | 12.7125682444 |
| 2022-08-01 | 12.8166891393 |
| 2022-09-01 | 12.8970004419 |
| 2022-10-01 | 12.9783283992 |
| 2022-11-01 | 13.1123701709 |
| 2022-12-01 | 13.0680736268 |
| 2023-01-01 | 13.1170609814 |
| 2023-02-01 | 13.1595297595 |
| 2023-03-01 | 13.1355951970 |
| 2023-04-01 | 13.1021495370 |
| 2023-05-01 | 13.1032601246 |
| 2023-06-01 | 13.2142363005 |
| 2023-07-01 | 13.0480508473 |
| 2023-08-01 | 13.1486200467 |
| 2023-09-01 | 13.1358233812 |
| 2023-10-01 | 13.1149622056 |
| 2023-11-01 | 13.0198296071 |
| 2023-12-01 | 13.0669961503 |
| 2024-01-01 | 13.0187124866 |
| 2024-02-01 | 13.0192075644 |
| 2024-03-01 | 13.0822754382 |
| 2024-04-01 | 13.0813732537 |
| 2024-05-01 | 13.0682958259 |
| 2024-06-01 | 13.1124168351 |
| 2024-07-01 | 12.8853379170 |
| 2024-08-01 | 13.0768448675 |
| 2024-09-01 | 13.1748656176 |
| 2024-10-01 | 13.2429179340 |
| 2024-11-01 | 13.4324341292 |
| 2024-12-01 | 13.5615382882 |
| 2025-01-01 | 13.5207352767 |
| 2025-02-01 | 13.6855736594 |
| 2025-03-01 | 13.7399059389 |
| 2025-04-01 | 13.6603234192 |
| 2025-05-01 | 13.7376214421 |
| 2025-06-01 | 13.7206814677 |
| 2025-07-01 | 13.7113891935 |
| 2025-08-01 | 13.4005732492 |
| 2025-09-01 | 13.3065552886 |
| 2025-10-01 | 13.4586784371 |
| 2025-11-01 | 13.4360648277 |
| 2025-12-01 | 13.3580940814 |
| 2026-01-01 | 13.4225918190 |
| 2026-02-01 | 13.3634211039 |
| 2026-03-01 | 13.3126867305 |
| 2026-04-01 | 13.2485840192 |
| 2026-05-01 | 13.2168536130 |
| 2026-06-01 | 12.9325197010 |
| 2026-07-01 | 12.9256308823 |
| 2026-08-01 | 13.1102575784 |
| 2026-09-01 | 13.1233574190 |