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 2026-08-01 |
| Last Updated | 2026-09-18 12:19 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 | 23.9128698109 |
| 1990-02-01 | 23.7138834273 |
| 1990-03-01 | 23.7001387524 |
| 1990-04-01 | 23.6882410306 |
| 1990-05-01 | 24.2387105054 |
| 1990-06-01 | 24.4606829728 |
| 1990-07-01 | 24.3353782233 |
| 1990-08-01 | 24.8739515614 |
| 1990-09-01 | 25.1064772659 |
| 1990-10-01 | 25.3493784851 |
| 1990-11-01 | 25.8731913639 |
| 1990-12-01 | 25.9652023649 |
| 1991-01-01 | 25.8141994319 |
| 1991-02-01 | 26.0034861675 |
| 1991-03-01 | 26.1939864697 |
| 1991-04-01 | 25.7650041961 |
| 1991-05-01 | 26.0251984966 |
| 1991-06-01 | 26.2539491827 |
| 1991-07-01 | 26.6506671652 |
| 1991-08-01 | 26.6997010010 |
| 1991-09-01 | 26.9150068055 |
| 1991-10-01 | 26.6531382182 |
| 1991-11-01 | 26.6909782710 |
| 1991-12-01 | 26.6755254659 |
| 1992-01-01 | 26.7218422802 |
| 1992-02-01 | 26.7834363508 |
| 1992-03-01 | 26.7673006893 |
| 1992-04-01 | 27.0382934063 |
| 1992-05-01 | 26.9882899942 |
| 1992-06-01 | 27.0379073837 |
| 1992-07-01 | 27.4687213414 |
| 1992-08-01 | 27.5592811359 |
| 1992-09-01 | 27.3370537302 |
| 1992-10-01 | 27.6525901537 |
| 1992-11-01 | 27.6252122770 |
| 1992-12-01 | 27.3902199759 |
| 1993-01-01 | 27.8987202103 |
| 1993-02-01 | 28.1509986143 |
| 1993-03-01 | 28.4475756608 |
| 1993-04-01 | 28.7214482002 |
| 1993-05-01 | 28.7357621888 |
| 1993-06-01 | 28.8177842744 |
| 1993-07-01 | 28.2018048788 |
| 1993-08-01 | 28.5169949675 |
| 1993-09-01 | 28.9829680181 |
| 1993-10-01 | 29.2446806590 |
| 1993-11-01 | 29.4467160357 |
| 1993-12-01 | 29.9167739291 |
| 1994-01-01 | 30.6608477535 |
| 1994-02-01 | 30.3266005472 |
| 1994-03-01 | 30.3077812438 |
| 1994-04-01 | 30.6207390428 |
| 1994-05-01 | 30.5789527134 |
| 1994-06-01 | 30.4773301537 |
| 1994-07-01 | 31.0511431248 |
| 1994-08-01 | 31.3911234117 |
| 1994-09-01 | 31.5346385491 |
| 1994-10-01 | 30.9443773498 |
| 1994-11-01 | 31.5636487007 |
| 1994-12-01 | 31.5084030275 |
| 1995-01-01 | 31.6111136829 |
| 1995-02-01 | 31.7039103231 |
| 1995-03-01 | 31.8906016153 |
| 1995-04-01 | 31.7288166235 |
| 1995-05-01 | 32.3359830945 |
| 1995-06-01 | 32.4480750649 |
| 1995-07-01 | 32.0968279376 |
| 1995-08-01 | 32.0250612091 |
| 1995-09-01 | 31.7843982912 |
| 1995-10-01 | 32.2573117080 |
| 1995-11-01 | 32.2677897562 |
| 1995-12-01 | 32.2931051481 |
| 1996-01-01 | 32.2846684060 |
| 1996-02-01 | 32.1896860596 |
| 1996-03-01 | 32.0658085830 |
| 1996-04-01 | 31.6379482748 |
| 1996-05-01 | 32.0066750632 |
| 1996-06-01 | 32.0378027950 |
| 1996-07-01 | 32.1163462721 |
| 1996-08-01 | 32.2505618312 |
| 1996-09-01 | 32.3391146137 |
| 1996-10-01 | 32.5630524386 |
| 1996-11-01 | 32.7535179194 |
| 1996-12-01 | 32.5343412907 |
| 1997-01-01 | 33.2026144025 |
| 1997-02-01 | 33.0880468010 |
| 1997-03-01 | 33.3623002628 |
| 1997-04-01 | 31.8308693761 |
| 1997-05-01 | 31.8211074035 |
| 1997-06-01 | 32.1463106888 |
| 1997-07-01 | 32.1907062928 |
| 1997-08-01 | 32.4408812070 |
| 1997-09-01 | 32.4979526328 |
| 1997-10-01 | 32.4509169971 |
| 1997-11-01 | 32.4327158196 |
| 1997-12-01 | 32.6002495879 |
| 1998-01-01 | 32.2439743741 |
| 1998-02-01 | 32.2846491325 |
| 1998-03-01 | 32.1501116448 |
| 1998-04-01 | 32.2308276327 |
| 1998-05-01 | 32.1576614713 |
| 1998-06-01 | 31.8601454645 |
| 1998-07-01 | 31.6556361494 |
| 1998-08-01 | 31.4186683006 |
| 1998-09-01 | 31.7467315872 |
| 1998-10-01 | 31.1276247905 |
| 1998-11-01 | 31.0999257427 |
| 1998-12-01 | 31.0334385428 |
| 1999-01-01 | 32.1240770398 |
| 1999-02-01 | 32.5946957599 |
| 1999-03-01 | 32.1481317879 |
| 1999-04-01 | 33.2391234298 |
| 1999-05-01 | 33.5044207644 |
| 1999-06-01 | 33.4594492718 |
| 1999-07-01 | 33.9171529757 |
| 1999-08-01 | 33.5931979072 |
| 1999-09-01 | 34.1695900896 |
| 1999-10-01 | 34.7077522322 |
| 1999-11-01 | 34.8747022748 |
| 1999-12-01 | 34.8999577908 |
| 2000-01-01 | 34.3873837590 |
| 2000-02-01 | 34.3005121288 |
| 2000-03-01 | 34.3363097804 |
| 2000-04-01 | 34.2677700292 |
| 2000-05-01 | 34.0140586287 |
| 2000-06-01 | 34.3635311371 |
| 2000-07-01 | 34.3079689274 |
| 2000-08-01 | 34.1719577283 |
| 2000-09-01 | 34.1993160531 |
| 2000-10-01 | 34.1889997284 |
| 2000-11-01 | 34.0293481700 |
| 2000-12-01 | 33.8712858935 |
| 2001-01-01 | 34.0383233541 |
| 2001-02-01 | 34.3143078156 |
| 2001-03-01 | 34.0014474692 |
| 2001-04-01 | 33.8080090751 |
| 2001-05-01 | 33.7312264743 |
| 2001-06-01 | 34.0443240106 |
| 2001-07-01 | 34.3148832914 |
| 2001-08-01 | 34.5534755321 |
| 2001-09-01 | 34.5111697982 |
| 2001-10-01 | 34.3968283655 |
| 2001-11-01 | 34.3949945144 |
| 2001-12-01 | 34.4936017610 |
| 2002-01-01 | 34.2481637068 |
| 2002-02-01 | 34.2240634470 |
| 2002-03-01 | 34.3539108907 |
| 2002-04-01 | 34.4389538349 |
| 2002-05-01 | 34.8300256210 |
| 2002-06-01 | 34.5182336503 |
| 2002-07-01 | 33.6350370863 |
| 2002-08-01 | 34.0087750372 |
| 2002-09-01 | 34.1216441311 |
| 2002-10-01 | 34.1535704568 |
| 2002-11-01 | 33.9899994109 |
| 2002-12-01 | 34.0252585753 |
| 2003-01-01 | 33.8417921687 |
| 2003-02-01 | 33.7432648776 |
| 2003-03-01 | 33.5839754039 |
| 2003-04-01 | 33.6512830656 |
| 2003-05-01 | 33.7182396053 |
| 2003-06-01 | 33.2698006900 |
| 2003-07-01 | 33.2385646682 |
| 2003-08-01 | 33.3783497117 |
| 2003-09-01 | 33.3372651764 |
| 2003-10-01 | 33.6406774749 |
| 2003-11-01 | 33.8168230766 |
| 2003-12-01 | 33.7766235972 |
| 2004-01-01 | 34.1253030135 |
| 2004-02-01 | 34.2438491626 |
| 2004-03-01 | 34.3105294570 |
| 2004-04-01 | 33.9390733210 |
| 2004-05-01 | 33.7871064951 |
| 2004-06-01 | 33.9419821985 |
| 2004-07-01 | 34.0253575882 |
| 2004-08-01 | 34.2520812205 |
| 2004-09-01 | 34.4793761990 |
| 2004-10-01 | 34.4334218717 |
| 2004-11-01 | 34.6353129809 |
| 2004-12-01 | 34.6363279203 |
| 2005-01-01 | 34.5007023770 |
| 2005-02-01 | 34.5216973427 |
| 2005-03-01 | 34.7320443333 |
| 2005-04-01 | 35.2426717478 |
| 2005-05-01 | 35.3824424247 |
| 2005-06-01 | 35.7089943029 |
| 2005-07-01 | 35.6054946560 |
| 2005-08-01 | 35.7374597259 |
| 2005-09-01 | 36.0058704866 |
| 2005-10-01 | 35.4997396059 |
| 2005-11-01 | 35.4628435091 |
| 2005-12-01 | 35.2993030361 |
| 2006-01-01 | 36.1803720722 |
| 2006-02-01 | 36.0911430207 |
| 2006-03-01 | 36.3738958080 |
| 2006-04-01 | 36.2495177595 |
| 2006-05-01 | 36.3779468873 |
| 2006-06-01 | 36.3815567679 |
| 2006-07-01 | 36.5834042154 |
| 2006-08-01 | 36.5419627700 |
| 2006-09-01 | 36.3974595580 |
| 2006-10-01 | 36.5523213483 |
| 2006-11-01 | 36.1859715419 |
| 2006-12-01 | 37.0619098221 |
| 2007-01-01 | 36.3640868859 |
| 2007-02-01 | 36.6676863968 |
| 2007-03-01 | 36.7422534733 |
| 2007-04-01 | 36.6422391357 |
| 2007-05-01 | 36.5646959039 |
| 2007-06-01 | 36.5698190287 |
| 2007-07-01 | 36.7772803437 |
| 2007-08-01 | 36.6786353408 |
| 2007-09-01 | 36.6655816458 |
| 2007-10-01 | 36.7448369327 |
| 2007-11-01 | 36.9957135088 |
| 2007-12-01 | 36.8050444682 |
| 2008-01-01 | 36.8836953100 |
| 2008-02-01 | 36.8635294381 |
| 2008-03-01 | 36.5542269087 |
| 2008-04-01 | 36.4972401821 |
| 2008-05-01 | 36.7418176370 |
| 2008-06-01 | 36.7932826741 |
| 2008-07-01 | 36.5685764786 |
| 2008-08-01 | 36.9260838034 |
| 2008-09-01 | 36.8004979092 |
| 2008-10-01 | 37.0141093910 |
| 2008-11-01 | 36.8910453453 |
| 2008-12-01 | 37.2557936855 |
| 2009-01-01 | 37.6167699352 |
| 2009-02-01 | 37.4627657536 |
| 2009-03-01 | 37.7022898825 |
| 2009-04-01 | 37.2404584114 |
| 2009-05-01 | 37.1217892237 |
| 2009-06-01 | 37.1127506865 |
| 2009-07-01 | 36.8714097450 |
| 2009-08-01 | 36.4482203872 |
| 2009-09-01 | 36.6285905327 |
| 2009-10-01 | 36.1754602612 |
| 2009-11-01 | 36.2897671667 |
| 2009-12-01 | 35.9860923576 |
| 2010-01-01 | 35.8620891205 |
| 2010-02-01 | 35.8921172022 |
| 2010-03-01 | 35.9711951727 |
| 2010-04-01 | 36.3877234699 |
| 2010-05-01 | 36.2941663895 |
| 2010-06-01 | 36.2252203624 |
| 2010-07-01 | 36.2505001859 |
| 2010-08-01 | 36.3394055309 |
| 2010-09-01 | 36.4444999074 |
| 2010-10-01 | 36.7757820710 |
| 2010-11-01 | 37.0014228081 |
| 2010-12-01 | 37.1151491464 |
| 2011-01-01 | 36.4088063113 |
| 2011-02-01 | 35.5253301711 |
| 2011-03-01 | 36.3477876857 |
| 2011-04-01 | 36.6454658319 |
| 2011-05-01 | 36.5527133802 |
| 2011-06-01 | 36.5253500769 |
| 2011-07-01 | 37.0115878237 |
| 2011-08-01 | 37.0991280827 |
| 2011-09-01 | 37.4026270707 |
| 2011-10-01 | 37.4921335176 |
| 2011-11-01 | 37.4300382648 |
| 2011-12-01 | 37.6291875097 |
| 2012-01-01 | 37.8486091557 |
| 2012-02-01 | 38.1596401181 |
| 2012-03-01 | 38.3056340886 |
| 2012-04-01 | 38.4182919251 |
| 2012-05-01 | 38.3106595620 |
| 2012-06-01 | 38.6272027603 |
| 2012-07-01 | 38.3523953130 |
| 2012-08-01 | 38.3521996616 |
| 2012-09-01 | 38.2831449096 |
| 2012-10-01 | 38.3291084369 |
| 2012-11-01 | 38.6557077626 |
| 2012-12-01 | 39.3450244982 |
| 2013-01-01 | 38.7871677150 |
| 2013-02-01 | 38.7865997522 |
| 2013-03-01 | 38.8348737948 |
| 2013-04-01 | 38.8002326245 |
| 2013-05-01 | 39.2790492315 |
| 2013-06-01 | 39.1915092805 |
| 2013-07-01 | 39.4062751987 |
| 2013-08-01 | 39.8199350317 |
| 2013-09-01 | 39.9014028691 |
| 2013-10-01 | 39.8643326687 |
| 2013-11-01 | 39.9873641715 |
| 2013-12-01 | 40.1403400060 |
| 2014-01-01 | 40.6080143809 |
| 2014-02-01 | 40.4264095526 |
| 2014-03-01 | 40.3304114026 |
| 2014-04-01 | 40.4909731661 |
| 2014-05-01 | 40.6717117543 |
| 2014-06-01 | 40.7383347308 |
| 2014-07-01 | 41.0693940491 |
| 2014-08-01 | 41.0991439888 |
| 2014-09-01 | 41.2098312960 |
| 2014-10-01 | 41.3059967174 |
| 2014-11-01 | 41.4206500473 |
| 2014-12-01 | 41.7326204147 |
| 2015-01-01 | 42.1285709032 |
| 2015-02-01 | 42.2626133481 |
| 2015-03-01 | 42.0059758480 |
| 2015-04-01 | 42.8751875975 |
| 2015-05-01 | 43.0973558238 |
| 2015-06-01 | 43.5744433748 |
| 2015-07-01 | 43.2444704444 |
| 2015-08-01 | 43.0859391526 |
| 2015-09-01 | 43.4385046031 |
| 2015-10-01 | 43.7158022268 |
| 2015-11-01 | 43.9502949329 |
| 2015-12-01 | 43.8084338930 |
| 2016-01-01 | 43.7401916437 |
| 2016-02-01 | 43.8998218117 |
| 2016-03-01 | 44.0924105606 |
| 2016-04-01 | 44.0648536015 |
| 2016-05-01 | 44.0407772376 |
| 2016-06-01 | 44.0189438415 |
| 2016-07-01 | 44.5370816357 |
| 2016-08-01 | 44.0609333865 |
| 2016-09-01 | 44.3530433370 |
| 2016-10-01 | 44.5206207435 |
| 2016-11-01 | 44.4716979411 |
| 2016-12-01 | 44.5667527862 |
| 2017-01-01 | 44.1431271319 |
| 2017-02-01 | 44.1132936873 |
| 2017-03-01 | 44.5871570282 |
| 2017-04-01 | 44.7995000527 |
| 2017-05-01 | 44.6032096777 |
| 2017-06-01 | 44.9862926953 |
| 2017-07-01 | 44.7242990246 |
| 2017-08-01 | 44.7512999380 |
| 2017-09-01 | 44.6395893949 |
| 2017-10-01 | 44.3105982250 |
| 2017-11-01 | 44.2600011107 |
| 2017-12-01 | 44.3869734969 |
| 2018-01-01 | 44.7550834637 |
| 2018-02-01 | 44.7248616108 |
| 2018-03-01 | 44.9382234488 |
| 2018-04-01 | 44.8824298930 |
| 2018-05-01 | 44.9553604563 |
| 2018-06-01 | 45.1520192276 |
| 2018-07-01 | 45.1933492121 |
| 2018-08-01 | 45.5425974064 |
| 2018-09-01 | 45.2858758368 |
| 2018-10-01 | 45.8064306591 |
| 2018-11-01 | 45.8562240790 |
| 2018-12-01 | 45.8885608216 |
| 2019-01-01 | 46.1715572089 |
| 2019-02-01 | 46.3263545608 |
| 2019-03-01 | 46.5187949482 |
| 2019-04-01 | 46.6732165920 |
| 2019-05-01 | 46.6960497325 |
| 2019-06-01 | 46.6411727669 |
| 2019-07-01 | 46.4343256195 |
| 2019-08-01 | 46.6478087938 |
| 2019-09-01 | 46.4452690273 |
| 2019-10-01 | 46.3046581498 |
| 2019-11-01 | 46.3393843312 |
| 2019-12-01 | 46.3973890620 |
| 2020-01-01 | 46.3812336382 |
| 2020-02-01 | 46.2269563282 |
| 2020-03-01 | 45.4971533186 |
| 2020-04-01 | 29.4448469853 |
| 2020-05-01 | 36.0093633067 |
| 2020-06-01 | 39.6128263974 |
| 2020-07-01 | 40.1039019797 |
| 2020-08-01 | 40.0807444663 |
| 2020-09-01 | 40.7344884673 |
| 2020-10-01 | 41.2226130324 |
| 2020-11-01 | 41.3124049847 |
| 2020-12-01 | 41.2235678846 |
| 2021-01-01 | 41.0687774147 |
| 2021-02-01 | 40.3135572754 |
| 2021-03-01 | 41.6198606588 |
| 2021-04-01 | 42.0829344582 |
| 2021-05-01 | 42.7013624295 |
| 2021-06-01 | 43.5273495286 |
| 2021-07-01 | 43.8114141599 |
| 2021-08-01 | 43.7461698816 |
| 2021-09-01 | 44.1685453598 |
| 2021-10-01 | 44.2256240053 |
| 2021-11-01 | 43.8543384277 |
| 2021-12-01 | 44.1689644728 |
| 2022-01-01 | 43.8452515138 |
| 2022-02-01 | 44.1033270066 |
| 2022-03-01 | 44.2089155241 |
| 2022-04-01 | 44.8905712995 |
| 2022-05-01 | 44.8613250567 |
| 2022-06-01 | 45.2192685689 |
| 2022-07-01 | 45.6747210732 |
| 2022-08-01 | 45.9408557386 |
| 2022-09-01 | 45.9373731643 |
| 2022-10-01 | 46.1203242113 |
| 2022-11-01 | 46.7024905889 |
| 2022-12-01 | 46.3625033813 |
| 2023-01-01 | 47.6790322421 |
| 2023-02-01 | 47.7777065543 |
| 2023-03-01 | 47.9659130378 |
| 2023-04-01 | 47.7530514796 |
| 2023-05-01 | 47.7850037391 |
| 2023-06-01 | 48.1635632888 |
| 2023-07-01 | 47.6858169523 |
| 2023-08-01 | 47.8301752676 |
| 2023-09-01 | 47.8435035832 |
| 2023-10-01 | 47.8023379793 |
| 2023-11-01 | 48.0358589306 |
| 2023-12-01 | 48.0825172409 |
| 2024-01-01 | 48.1902128124 |
| 2024-02-01 | 48.2444738515 |
| 2024-03-01 | 48.4082399519 |
| 2024-04-01 | 48.2119805973 |
| 2024-05-01 | 48.2040050988 |
| 2024-06-01 | 48.1057686634 |
| 2024-07-01 | 48.3214385641 |
| 2024-08-01 | 48.5200723618 |
| 2024-09-01 | 48.4297456971 |
| 2024-10-01 | 48.7788853937 |
| 2024-11-01 | 48.6762021303 |
| 2024-12-01 | 48.8108665541 |
| 2025-01-01 | 48.3027420142 |
| 2025-02-01 | 48.2055087708 |
| 2025-03-01 | 48.2589615386 |
| 2025-04-01 | 48.2752021976 |
| 2025-05-01 | 48.4354532747 |
| 2025-06-01 | 48.3881854557 |
| 2025-07-01 | 48.1278674279 |
| 2025-08-01 | 47.8885943188 |
| 2025-09-01 | 47.5762718225 |
| 2025-10-01 | 47.9437831608 |
| 2025-11-01 | 48.0214885404 |
| 2025-12-01 | 47.4164571242 |
| 2026-01-01 | 47.6596633207 |
| 2026-02-01 | 47.3886306900 |
| 2026-03-01 | 46.9423960173 |
| 2026-04-01 | 46.8612060267 |
| 2026-05-01 | 46.7952437392 |
| 2026-06-01 | 46.1250996641 |
| 2026-07-01 | 45.9817786973 |
| 2026-08-01 | 45.9432603239 |