Table Data - All Employees: Leisure and Hospitality in Tulsa, OK (MSA)
| Title | All Employees: Leisure and Hospitality in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140LEIH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:56 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 | 23.9128693145 |
| 1990-02-01 | 23.7138830194 |
| 1990-03-01 | 23.7001386429 |
| 1990-04-01 | 23.6882493533 |
| 1990-05-01 | 24.2387111645 |
| 1990-06-01 | 24.4606838476 |
| 1990-07-01 | 24.3353803157 |
| 1990-08-01 | 24.8739548651 |
| 1990-09-01 | 25.1064776553 |
| 1990-10-01 | 25.3493779924 |
| 1990-11-01 | 25.8731886166 |
| 1990-12-01 | 25.9651911821 |
| 1991-01-01 | 25.8141969194 |
| 1991-02-01 | 26.0034860587 |
| 1991-03-01 | 26.1939871329 |
| 1991-04-01 | 25.7650125853 |
| 1991-05-01 | 26.0252001124 |
| 1991-06-01 | 26.2539520213 |
| 1991-07-01 | 26.6506698819 |
| 1991-08-01 | 26.6997048763 |
| 1991-09-01 | 26.9150069160 |
| 1991-10-01 | 26.6531368662 |
| 1991-11-01 | 26.6909734231 |
| 1991-12-01 | 26.6755124370 |
| 1992-01-01 | 26.7218348834 |
| 1992-02-01 | 26.7834337387 |
| 1992-03-01 | 26.7672998447 |
| 1992-04-01 | 27.0383126288 |
| 1992-05-01 | 26.9882941424 |
| 1992-06-01 | 27.0379137590 |
| 1992-07-01 | 27.4687252697 |
| 1992-08-01 | 27.5592862401 |
| 1992-09-01 | 27.3370536708 |
| 1992-10-01 | 27.6525871323 |
| 1992-11-01 | 27.6252032231 |
| 1992-12-01 | 27.3902012738 |
| 1993-01-01 | 27.8987024790 |
| 1993-02-01 | 28.1509872261 |
| 1993-03-01 | 28.4475673123 |
| 1993-04-01 | 28.7215041095 |
| 1993-05-01 | 28.7357662469 |
| 1993-06-01 | 28.8177934965 |
| 1993-07-01 | 28.2018102151 |
| 1993-08-01 | 28.5170016714 |
| 1993-09-01 | 28.9829692438 |
| 1993-10-01 | 29.2446774264 |
| 1993-11-01 | 29.4467030030 |
| 1993-12-01 | 29.9167482053 |
| 1994-01-01 | 30.6608155942 |
| 1994-02-01 | 30.3265677950 |
| 1994-03-01 | 30.3077438394 |
| 1994-04-01 | 30.6208538985 |
| 1994-05-01 | 30.5789692949 |
| 1994-06-01 | 30.4773464809 |
| 1994-07-01 | 31.0511511707 |
| 1994-08-01 | 31.3911309041 |
| 1994-09-01 | 31.5346383592 |
| 1994-10-01 | 30.9443710959 |
| 1994-11-01 | 31.5636303191 |
| 1994-12-01 | 31.5083711727 |
| 1995-01-01 | 31.6110668115 |
| 1995-02-01 | 31.7038567031 |
| 1995-03-01 | 31.8905367583 |
| 1995-04-01 | 31.7289808584 |
| 1995-05-01 | 32.3360132511 |
| 1995-06-01 | 32.4481001397 |
| 1995-07-01 | 32.0968402324 |
| 1995-08-01 | 32.0250693723 |
| 1995-09-01 | 31.7843958975 |
| 1995-10-01 | 32.2573034229 |
| 1995-11-01 | 32.2677686577 |
| 1995-12-01 | 32.2930718176 |
| 1996-01-01 | 32.2846147310 |
| 1996-02-01 | 32.1896088644 |
| 1996-03-01 | 32.0657187467 |
| 1996-04-01 | 31.6381380651 |
| 1996-05-01 | 32.0067229563 |
| 1996-06-01 | 32.0378373725 |
| 1996-07-01 | 32.1163633169 |
| 1996-08-01 | 32.2505710240 |
| 1996-09-01 | 32.3391085788 |
| 1996-10-01 | 32.5630410666 |
| 1996-11-01 | 32.7534956868 |
| 1996-12-01 | 32.5343085577 |
| 1997-01-01 | 33.2025625286 |
| 1997-02-01 | 33.0879608326 |
| 1997-03-01 | 33.3622084241 |
| 1997-04-01 | 31.8310505916 |
| 1997-05-01 | 31.8211583627 |
| 1997-06-01 | 32.1463475260 |
| 1997-07-01 | 32.1907264018 |
| 1997-08-01 | 32.4408920552 |
| 1997-09-01 | 32.4979457469 |
| 1997-10-01 | 32.4509066736 |
| 1997-11-01 | 32.4326979773 |
| 1997-12-01 | 32.6002223446 |
| 1998-01-01 | 32.2439329931 |
| 1998-02-01 | 32.2845605387 |
| 1998-03-01 | 32.1500244494 |
| 1998-04-01 | 32.2309723712 |
| 1998-05-01 | 32.1577185423 |
| 1998-06-01 | 31.8601818697 |
| 1998-07-01 | 31.6556565474 |
| 1998-08-01 | 31.4186791523 |
| 1998-09-01 | 31.7467233577 |
| 1998-10-01 | 31.1276143378 |
| 1998-11-01 | 31.0999120174 |
| 1998-12-01 | 31.0334172896 |
| 1999-01-01 | 32.1240496406 |
| 1999-02-01 | 32.5946255746 |
| 1999-03-01 | 32.1480732777 |
| 1999-04-01 | 33.2392071003 |
| 1999-05-01 | 33.5044696169 |
| 1999-06-01 | 33.4594786912 |
| 1999-07-01 | 33.9171710035 |
| 1999-08-01 | 33.5932079237 |
| 1999-09-01 | 34.1695830757 |
| 1999-10-01 | 34.7077445330 |
| 1999-11-01 | 34.8746940015 |
| 1999-12-01 | 34.8999447711 |
| 2000-01-01 | 34.3873708795 |
| 2000-02-01 | 34.3004600615 |
| 2000-03-01 | 34.3362783870 |
| 2000-04-01 | 34.2678027398 |
| 2000-05-01 | 34.0140977090 |
| 2000-06-01 | 34.3635513850 |
| 2000-07-01 | 34.3079821192 |
| 2000-08-01 | 34.1719656933 |
| 2000-09-01 | 34.1993110937 |
| 2000-10-01 | 34.1889941689 |
| 2000-11-01 | 34.0293429459 |
| 2000-12-01 | 33.8712770130 |
| 2001-01-01 | 34.0383190247 |
| 2001-02-01 | 34.3142787058 |
| 2001-03-01 | 34.0014397089 |
| 2001-04-01 | 33.8080148511 |
| 2001-05-01 | 33.7312482191 |
| 2001-06-01 | 34.0443323788 |
| 2001-07-01 | 34.3148907207 |
| 2001-08-01 | 34.5534809154 |
| 2001-09-01 | 34.5111683117 |
| 2001-10-01 | 34.3968264602 |
| 2001-11-01 | 34.3949925935 |
| 2001-12-01 | 34.4935975025 |
| 2002-01-01 | 34.2481623482 |
| 2002-02-01 | 34.2240455358 |
| 2002-03-01 | 34.3539063549 |
| 2002-04-01 | 34.4389555590 |
| 2002-05-01 | 34.8300424056 |
| 2002-06-01 | 34.5182361340 |
| 2002-07-01 | 33.6350399243 |
| 2002-08-01 | 34.0087768935 |
| 2002-09-01 | 34.1216435150 |
| 2002-10-01 | 34.1535692352 |
| 2002-11-01 | 33.9899980262 |
| 2002-12-01 | 34.0252558866 |
| 2003-01-01 | 33.8417907869 |
| 2003-02-01 | 33.7432585221 |
| 2003-03-01 | 33.5839736812 |
| 2003-04-01 | 33.6512823496 |
| 2003-05-01 | 33.7182511865 |
| 2003-06-01 | 33.2698007385 |
| 2003-07-01 | 33.2385655804 |
| 2003-08-01 | 33.3783495527 |
| 2003-09-01 | 33.3372644688 |
| 2003-10-01 | 33.6406766492 |
| 2003-11-01 | 33.8168221835 |
| 2003-12-01 | 33.7766228081 |
| 2004-01-01 | 34.1253023630 |
| 2004-02-01 | 34.2438460240 |
| 2004-03-01 | 34.3105283522 |
| 2004-04-01 | 33.9390730321 |
| 2004-05-01 | 33.7871138886 |
| 2004-06-01 | 33.9419820899 |
| 2004-07-01 | 34.0253579490 |
| 2004-08-01 | 34.2520808096 |
| 2004-09-01 | 34.4793753224 |
| 2004-10-01 | 34.4334211081 |
| 2004-11-01 | 34.6353122411 |
| 2004-12-01 | 34.6363273864 |
| 2005-01-01 | 34.5007020699 |
| 2005-02-01 | 34.5216970378 |
| 2005-03-01 | 34.7320435477 |
| 2005-04-01 | 35.2426717555 |
| 2005-05-01 | 35.3824457534 |
| 2005-06-01 | 35.7089943449 |
| 2005-07-01 | 35.6054948292 |
| 2005-08-01 | 35.7374594553 |
| 2005-09-01 | 36.0058698621 |
| 2005-10-01 | 35.4997391632 |
| 2005-11-01 | 35.4628430955 |
| 2005-12-01 | 35.2993028154 |
| 2006-01-01 | 36.1803720838 |
| 2006-02-01 | 36.0911429750 |
| 2006-03-01 | 36.3738953835 |
| 2006-04-01 | 36.2495178211 |
| 2006-05-01 | 36.3779484711 |
| 2006-06-01 | 36.3815568095 |
| 2006-07-01 | 36.5834041875 |
| 2006-08-01 | 36.5419626583 |
| 2006-09-01 | 36.3974591626 |
| 2006-10-01 | 36.5523211527 |
| 2006-11-01 | 36.1859713353 |
| 2006-12-01 | 37.0619097468 |
| 2007-01-01 | 36.3640869994 |
| 2007-02-01 | 36.6676864072 |
| 2007-03-01 | 36.7422532554 |
| 2007-04-01 | 36.6422391301 |
| 2007-05-01 | 36.5646966579 |
| 2007-06-01 | 36.5698190067 |
| 2007-07-01 | 36.7772803020 |
| 2007-08-01 | 36.6786352813 |
| 2007-09-01 | 36.6655814244 |
| 2007-10-01 | 36.7448368490 |
| 2007-11-01 | 36.9957134743 |
| 2007-12-01 | 36.8050444475 |
| 2008-01-01 | 36.8836953893 |
| 2008-02-01 | 36.8635294401 |
| 2008-03-01 | 36.5542269139 |
| 2008-04-01 | 36.4972401925 |
| 2008-05-01 | 36.7418176864 |
| 2008-06-01 | 36.7932827115 |
| 2008-07-01 | 36.5685764978 |
| 2008-08-01 | 36.9260837995 |
| 2008-09-01 | 36.8004978132 |
| 2008-10-01 | 37.0141093600 |
| 2008-11-01 | 36.8910454258 |
| 2008-12-01 | 37.2557936775 |
| 2009-01-01 | 37.6167699606 |
| 2009-02-01 | 37.4627657237 |
| 2009-03-01 | 37.7022898583 |
| 2009-04-01 | 37.2404583587 |
| 2009-05-01 | 37.1217892207 |
| 2009-06-01 | 37.1127506799 |
| 2009-07-01 | 36.8714097490 |
| 2009-08-01 | 36.4482204133 |
| 2009-09-01 | 36.6285905920 |
| 2009-10-01 | 36.1754603478 |
| 2009-11-01 | 36.2897674477 |
| 2009-12-01 | 35.9860923508 |
| 2010-01-01 | 35.8620890444 |
| 2010-02-01 | 35.8921169449 |
| 2010-03-01 | 35.9711948275 |
| 2010-04-01 | 36.3877231136 |
| 2010-05-01 | 36.2941662383 |
| 2010-06-01 | 36.2252204431 |
| 2010-07-01 | 36.2505005134 |
| 2010-08-01 | 36.3394060376 |
| 2010-09-01 | 36.4445004838 |
| 2010-10-01 | 36.7757825926 |
| 2010-11-01 | 37.0014233389 |
| 2010-12-01 | 37.1151490498 |
| 2011-01-01 | 36.4088054615 |
| 2011-02-01 | 35.5253291538 |
| 2011-03-01 | 36.3477863311 |
| 2011-04-01 | 36.6454645492 |
| 2011-05-01 | 36.5527128405 |
| 2011-06-01 | 36.5253505854 |
| 2011-07-01 | 37.0115894210 |
| 2011-08-01 | 37.0991304065 |
| 2011-09-01 | 37.4026294575 |
| 2011-10-01 | 37.4921352619 |
| 2011-11-01 | 37.4300390673 |
| 2011-12-01 | 37.6291865200 |
| 2012-01-01 | 37.8486062860 |
| 2012-02-01 | 38.1596366944 |
| 2012-03-01 | 38.3056295042 |
| 2012-04-01 | 38.4182884917 |
| 2012-05-01 | 38.3106574081 |
| 2012-06-01 | 38.6272046543 |
| 2012-07-01 | 38.3523958314 |
| 2012-08-01 | 38.3522224614 |
| 2012-09-01 | 38.2831461505 |
| 2012-10-01 | 38.3291085229 |
| 2012-11-01 | 38.6557060188 |
| 2012-12-01 | 39.3450198823 |
| 2013-01-01 | 38.7871597986 |
| 2013-02-01 | 38.7865916283 |
| 2013-03-01 | 38.8348651032 |
| 2013-04-01 | 38.8002272940 |
| 2013-05-01 | 39.2790467436 |
| 2013-06-01 | 39.1915141614 |
| 2013-07-01 | 39.4062807876 |
| 2013-08-01 | 39.8199794553 |
| 2013-09-01 | 39.9014034820 |
| 2013-10-01 | 39.8643316356 |
| 2013-11-01 | 39.9873618989 |
| 2013-12-01 | 40.1403350428 |
| 2014-01-01 | 40.6079876847 |
| 2014-02-01 | 40.4263847950 |
| 2014-03-01 | 40.3304010748 |
| 2014-04-01 | 40.4909646200 |
| 2014-05-01 | 40.6717045860 |
| 2014-06-01 | 40.7383751676 |
| 2014-07-01 | 41.0694002327 |
| 2014-08-01 | 41.0992086778 |
| 2014-09-01 | 41.2098343468 |
| 2014-10-01 | 41.3060010504 |
| 2014-11-01 | 41.4206278962 |
| 2014-12-01 | 41.7326183761 |
| 2015-01-01 | 42.1285227625 |
| 2015-02-01 | 42.2625638204 |
| 2015-03-01 | 42.0059550449 |
| 2015-04-01 | 42.8751706010 |
| 2015-05-01 | 43.0973475919 |
| 2015-06-01 | 43.5745298469 |
| 2015-07-01 | 43.2444964767 |
| 2015-08-01 | 43.0860219021 |
| 2015-09-01 | 43.4385237730 |
| 2015-10-01 | 43.7158172664 |
| 2015-11-01 | 43.9502502084 |
| 2015-12-01 | 43.8084251907 |
| 2016-01-01 | 43.7401079989 |
| 2016-02-01 | 43.8997300327 |
| 2016-03-01 | 44.0923629725 |
| 2016-04-01 | 44.0648189353 |
| 2016-05-01 | 44.0407717331 |
| 2016-06-01 | 44.0190937578 |
| 2016-07-01 | 44.5371483827 |
| 2016-08-01 | 44.0610583580 |
| 2016-09-01 | 44.3530933708 |
| 2016-10-01 | 44.5206503764 |
| 2016-11-01 | 44.4716283438 |
| 2016-12-01 | 44.5667289143 |
| 2017-01-01 | 44.1430086048 |
| 2017-02-01 | 44.1131455749 |
| 2017-03-01 | 44.5870629438 |
| 2017-04-01 | 44.7993372754 |
| 2017-05-01 | 44.6030992361 |
| 2017-06-01 | 44.9866405627 |
| 2017-07-01 | 44.7245261716 |
| 2017-08-01 | 44.7515383932 |
| 2017-09-01 | 44.6397579125 |
| 2017-10-01 | 44.3106476283 |
| 2017-11-01 | 44.2595735606 |
| 2017-12-01 | 44.3869973729 |
| 2018-01-01 | 44.7549774999 |
| 2018-02-01 | 44.7246235502 |
| 2018-03-01 | 44.9381065989 |
| 2018-04-01 | 44.8821696183 |
| 2018-05-01 | 44.9551760995 |
| 2018-06-01 | 45.1525034143 |
| 2018-07-01 | 45.1937716516 |
| 2018-08-01 | 45.5429819260 |
| 2018-09-01 | 45.2861775874 |
| 2018-10-01 | 45.8064978345 |
| 2018-11-01 | 45.8554261524 |
| 2018-12-01 | 45.8886150127 |
| 2019-01-01 | 46.1713746340 |
| 2019-02-01 | 46.3260341770 |
| 2019-03-01 | 46.5186566472 |
| 2019-04-01 | 46.6728701960 |
| 2019-05-01 | 46.6958083615 |
| 2019-06-01 | 46.6417954844 |
| 2019-07-01 | 46.4350017512 |
| 2019-08-01 | 46.6483927498 |
| 2019-09-01 | 46.4457507262 |
| 2019-10-01 | 46.3047869196 |
| 2019-11-01 | 46.3382867780 |
| 2019-12-01 | 46.3971337850 |
| 2020-01-01 | 46.3810037440 |
| 2020-02-01 | 46.2265707571 |
| 2020-03-01 | 45.4969277244 |
| 2020-04-01 | 29.4443835159 |
| 2020-05-01 | 36.0090519993 |
| 2020-06-01 | 39.6138021111 |
| 2020-07-01 | 40.1048363938 |
| 2020-08-01 | 40.0816583727 |
| 2020-09-01 | 40.7352077769 |
| 2020-10-01 | 41.2227610208 |
| 2020-11-01 | 41.3110902978 |
| 2020-12-01 | 41.2225191965 |
| 2021-01-01 | 41.0680818548 |
| 2021-02-01 | 40.3129564682 |
| 2021-03-01 | 41.6195473737 |
| 2021-04-01 | 42.0825677538 |
| 2021-05-01 | 42.7013687949 |
| 2021-06-01 | 43.5293672350 |
| 2021-07-01 | 43.8132672631 |
| 2021-08-01 | 43.7478681173 |
| 2021-09-01 | 44.1696772786 |
| 2021-10-01 | 44.2256596384 |
| 2021-11-01 | 43.8524415316 |
| 2021-12-01 | 44.1623277551 |
| 2022-01-01 | 43.8442554250 |
| 2022-02-01 | 44.1032632250 |
| 2022-03-01 | 44.2096196256 |
| 2022-04-01 | 44.8916452049 |
| 2022-05-01 | 44.8631326778 |
| 2022-06-01 | 45.2228071156 |
| 2022-07-01 | 45.6765748405 |
| 2022-08-01 | 45.9409346181 |
| 2022-09-01 | 45.9494096098 |
| 2022-10-01 | 46.1158809106 |
| 2022-11-01 | 46.6947417867 |
| 2022-12-01 | 46.3467942500 |
| 2023-01-01 | 47.6753558425 |
| 2023-02-01 | 47.7771724545 |
| 2023-03-01 | 47.9685855171 |
| 2023-04-01 | 47.7600193946 |
| 2023-05-01 | 47.7966184695 |
| 2023-06-01 | 48.1679571129 |
| 2023-07-01 | 47.6813700694 |
| 2023-08-01 | 47.8421414226 |
| 2023-09-01 | 47.8647421522 |
| 2023-10-01 | 47.7831070956 |
| 2023-11-01 | 48.0170110920 |
| 2023-12-01 | 48.0558729914 |
| 2024-01-01 | 48.1838157027 |
| 2024-02-01 | 48.2447562619 |
| 2024-03-01 | 48.4147820197 |
| 2024-04-01 | 48.2264087163 |
| 2024-05-01 | 48.2267785028 |
| 2024-06-01 | 48.1120153623 |
| 2024-07-01 | 48.3114606904 |
| 2024-08-01 | 48.5436479378 |
| 2024-09-01 | 48.4664740041 |
| 2024-10-01 | 48.7403610346 |
| 2024-11-01 | 48.6428092173 |
| 2024-12-01 | 48.7748905258 |
| 2025-01-01 | 48.2922953657 |
| 2025-02-01 | 48.2056573521 |
| 2025-03-01 | 48.2690534166 |
| 2025-04-01 | 48.2976110147 |
| 2025-05-01 | 48.4706332264 |
| 2025-06-01 | 48.3957589619 |
| 2025-07-01 | 48.1115853980 |
| 2025-08-01 | 47.9286409749 |
| 2025-09-01 | 47.6231627622 |
| 2025-10-01 | 47.8861127571 |
| 2025-11-01 | 47.9756442588 |
| 2025-12-01 | 47.3721839963 |
| 2026-01-01 | 47.6467789823 |
| 2026-02-01 | 47.3896949616 |
| 2026-03-01 | 46.9562163765 |
| 2026-04-01 | 46.8892233148 |
| 2026-05-01 | 46.8373427781 |
| 2026-06-01 | 46.1341518088 |
| 2026-07-01 | 45.9633707940 |
| 2026-08-01 | 46.1884533394 |
| 2026-09-01 | 46.7467299998 |