Table Data - All Employees: Mining, Logging, and Construction in Tulsa, OK (MSA)
| Title | All Employees: Mining, Logging, and Construction in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461401500000001SA |
| 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 11:28 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 | 23.1199168809 |
| 1990-02-01 | 22.8959595653 |
| 1990-03-01 | 22.6265232017 |
| 1990-04-01 | 22.5535370603 |
| 1990-05-01 | 22.2965316598 |
| 1990-06-01 | 22.4176599913 |
| 1990-07-01 | 22.4325865646 |
| 1990-08-01 | 22.5993182294 |
| 1990-09-01 | 22.7307451430 |
| 1990-10-01 | 22.1816378485 |
| 1990-11-01 | 22.4411956477 |
| 1990-12-01 | 22.5392667834 |
| 1991-01-01 | 21.2750581410 |
| 1991-02-01 | 21.2356100500 |
| 1991-03-01 | 21.3284939093 |
| 1991-04-01 | 21.0252678962 |
| 1991-05-01 | 21.1815679418 |
| 1991-06-01 | 21.4307242056 |
| 1991-07-01 | 20.9812084395 |
| 1991-08-01 | 20.8586326764 |
| 1991-09-01 | 20.9529226868 |
| 1991-10-01 | 20.8827042527 |
| 1991-11-01 | 20.8192588575 |
| 1991-12-01 | 20.8370429840 |
| 1992-01-01 | 20.5779533166 |
| 1992-02-01 | 20.6034983478 |
| 1992-03-01 | 20.9483132838 |
| 1992-04-01 | 20.7048193201 |
| 1992-05-01 | 20.5558185501 |
| 1992-06-01 | 20.3390367373 |
| 1992-07-01 | 20.5068916835 |
| 1992-08-01 | 20.3904818028 |
| 1992-09-01 | 20.2662852158 |
| 1992-10-01 | 20.3820886228 |
| 1992-11-01 | 20.2929604508 |
| 1992-12-01 | 20.2591421365 |
| 1993-01-01 | 20.3914685379 |
| 1993-02-01 | 20.2744404760 |
| 1993-03-01 | 20.2747305669 |
| 1993-04-01 | 20.0684209034 |
| 1993-05-01 | 20.3214771247 |
| 1993-06-01 | 20.5214827302 |
| 1993-07-01 | 21.0035055678 |
| 1993-08-01 | 20.7038074329 |
| 1993-09-01 | 20.6796960707 |
| 1993-10-01 | 20.6769190118 |
| 1993-11-01 | 20.8609699615 |
| 1993-12-01 | 20.9963214860 |
| 1994-01-01 | 21.2396122558 |
| 1994-02-01 | 21.2757972293 |
| 1994-03-01 | 21.3192236412 |
| 1994-04-01 | 21.6588273130 |
| 1994-05-01 | 21.7948387408 |
| 1994-06-01 | 21.6854839828 |
| 1994-07-01 | 21.4820987028 |
| 1994-08-01 | 21.3178874148 |
| 1994-09-01 | 21.5845800982 |
| 1994-10-01 | 21.7733228182 |
| 1994-11-01 | 21.6273763441 |
| 1994-12-01 | 21.9292528136 |
| 1995-01-01 | 21.2605625333 |
| 1995-02-01 | 21.3560334188 |
| 1995-03-01 | 21.1491281655 |
| 1995-04-01 | 21.0189039354 |
| 1995-05-01 | 20.8736140278 |
| 1995-06-01 | 21.0149034889 |
| 1995-07-01 | 20.8867946030 |
| 1995-08-01 | 20.9583552013 |
| 1995-09-01 | 21.0857250873 |
| 1995-10-01 | 20.8882321719 |
| 1995-11-01 | 21.0088350705 |
| 1995-12-01 | 20.9291016259 |
| 1996-01-01 | 21.2807825203 |
| 1996-02-01 | 21.2293210287 |
| 1996-03-01 | 21.2541801022 |
| 1996-04-01 | 21.3057063150 |
| 1996-05-01 | 21.5605347355 |
| 1996-06-01 | 21.5149153454 |
| 1996-07-01 | 21.5492207927 |
| 1996-08-01 | 21.4776787883 |
| 1996-09-01 | 21.3625763470 |
| 1996-10-01 | 21.4018680798 |
| 1996-11-01 | 21.5275614408 |
| 1996-12-01 | 21.4497444134 |
| 1997-01-01 | 21.1699525587 |
| 1997-02-01 | 21.5132597606 |
| 1997-03-01 | 21.6539152322 |
| 1997-04-01 | 21.5926927697 |
| 1997-05-01 | 21.4516222769 |
| 1997-06-01 | 21.4431248581 |
| 1997-07-01 | 21.9247525151 |
| 1997-08-01 | 21.8829277900 |
| 1997-09-01 | 22.0361411806 |
| 1997-10-01 | 22.7264151981 |
| 1997-11-01 | 22.9628666889 |
| 1997-12-01 | 22.9816665300 |
| 1998-01-01 | 22.2830551029 |
| 1998-02-01 | 22.9254851008 |
| 1998-03-01 | 23.0331845078 |
| 1998-04-01 | 23.7046624163 |
| 1998-05-01 | 23.8532715554 |
| 1998-06-01 | 23.9044437084 |
| 1998-07-01 | 23.8695585513 |
| 1998-08-01 | 24.0321741470 |
| 1998-09-01 | 24.2012119546 |
| 1998-10-01 | 23.9484425191 |
| 1998-11-01 | 24.1158784935 |
| 1998-12-01 | 24.2015154526 |
| 1999-01-01 | 24.5043552681 |
| 1999-02-01 | 24.4312629271 |
| 1999-03-01 | 24.5208518230 |
| 1999-04-01 | 24.5236114533 |
| 1999-05-01 | 24.6622740358 |
| 1999-06-01 | 24.7984354818 |
| 1999-07-01 | 24.8812239172 |
| 1999-08-01 | 24.7781906711 |
| 1999-09-01 | 24.8740784332 |
| 1999-10-01 | 24.9754975511 |
| 1999-11-01 | 24.6641285080 |
| 1999-12-01 | 24.7965751108 |
| 2000-01-01 | 25.0960306248 |
| 2000-02-01 | 25.2235119172 |
| 2000-03-01 | 25.3875628042 |
| 2000-04-01 | 24.8597963572 |
| 2000-05-01 | 24.5910460236 |
| 2000-06-01 | 24.5267967327 |
| 2000-07-01 | 24.5143341283 |
| 2000-08-01 | 24.5393293208 |
| 2000-09-01 | 24.5419317363 |
| 2000-10-01 | 24.3929551946 |
| 2000-11-01 | 24.7149062225 |
| 2000-12-01 | 24.4743489162 |
| 2001-01-01 | 23.7431761782 |
| 2001-02-01 | 24.4776351666 |
| 2001-03-01 | 24.9602373194 |
| 2001-04-01 | 25.0061084851 |
| 2001-05-01 | 25.2192648864 |
| 2001-06-01 | 25.4436561208 |
| 2001-07-01 | 25.3072586503 |
| 2001-08-01 | 25.4541511557 |
| 2001-09-01 | 25.1853817694 |
| 2001-10-01 | 25.6986041671 |
| 2001-11-01 | 25.7436177813 |
| 2001-12-01 | 25.7572993069 |
| 2002-01-01 | 25.7063371609 |
| 2002-02-01 | 25.7262577666 |
| 2002-03-01 | 25.3541909747 |
| 2002-04-01 | 24.8306640190 |
| 2002-05-01 | 24.8426821966 |
| 2002-06-01 | 24.7131324174 |
| 2002-07-01 | 24.3999013448 |
| 2002-08-01 | 24.5555306672 |
| 2002-09-01 | 24.1504178011 |
| 2002-10-01 | 24.1857644846 |
| 2002-11-01 | 24.0413145243 |
| 2002-12-01 | 24.1012769653 |
| 2003-01-01 | 23.9805112403 |
| 2003-02-01 | 23.5966238338 |
| 2003-03-01 | 23.6434420101 |
| 2003-04-01 | 24.1318720977 |
| 2003-05-01 | 24.1670614302 |
| 2003-06-01 | 23.9696905851 |
| 2003-07-01 | 24.1935460602 |
| 2003-08-01 | 23.9736935995 |
| 2003-09-01 | 24.0087596685 |
| 2003-10-01 | 23.6561461456 |
| 2003-11-01 | 23.6259231781 |
| 2003-12-01 | 23.6649444636 |
| 2004-01-01 | 23.5749941710 |
| 2004-02-01 | 23.5420035592 |
| 2004-03-01 | 23.4443182769 |
| 2004-04-01 | 23.4231032716 |
| 2004-05-01 | 23.4906179262 |
| 2004-06-01 | 23.6044901763 |
| 2004-07-01 | 24.1800023990 |
| 2004-08-01 | 23.8201965766 |
| 2004-09-01 | 23.8860488183 |
| 2004-10-01 | 23.9229212917 |
| 2004-11-01 | 23.8004142759 |
| 2004-12-01 | 23.7560823166 |
| 2005-01-01 | 23.7613351795 |
| 2005-02-01 | 23.8576666491 |
| 2005-03-01 | 24.0371102517 |
| 2005-04-01 | 24.4331221242 |
| 2005-05-01 | 24.7297226560 |
| 2005-06-01 | 24.8091893976 |
| 2005-07-01 | 25.3711009172 |
| 2005-08-01 | 25.4349900194 |
| 2005-09-01 | 25.7551718166 |
| 2005-10-01 | 25.7753801876 |
| 2005-11-01 | 26.0535112336 |
| 2005-12-01 | 26.5623560601 |
| 2006-01-01 | 26.9104623563 |
| 2006-02-01 | 27.1480731214 |
| 2006-03-01 | 27.3488515409 |
| 2006-04-01 | 27.5753564597 |
| 2006-05-01 | 27.4699587689 |
| 2006-06-01 | 27.6851124272 |
| 2006-07-01 | 27.4558406989 |
| 2006-08-01 | 27.5473602017 |
| 2006-09-01 | 27.7470671849 |
| 2006-10-01 | 28.1413309499 |
| 2006-11-01 | 28.3980309669 |
| 2006-12-01 | 28.5522115969 |
| 2007-01-01 | 27.5951753785 |
| 2007-02-01 | 27.7139502990 |
| 2007-03-01 | 28.3265033907 |
| 2007-04-01 | 28.0002911917 |
| 2007-05-01 | 28.1103771732 |
| 2007-06-01 | 28.4920036031 |
| 2007-07-01 | 28.4904640881 |
| 2007-08-01 | 28.7903005665 |
| 2007-09-01 | 28.4924874459 |
| 2007-10-01 | 29.1800641327 |
| 2007-11-01 | 29.5144261143 |
| 2007-12-01 | 29.3034993299 |
| 2008-01-01 | 29.7441627438 |
| 2008-02-01 | 30.0335559185 |
| 2008-03-01 | 30.1351415798 |
| 2008-04-01 | 30.2396351587 |
| 2008-05-01 | 30.4399557311 |
| 2008-06-01 | 30.2901333184 |
| 2008-07-01 | 30.5027272328 |
| 2008-08-01 | 30.4238259850 |
| 2008-09-01 | 30.3174809074 |
| 2008-10-01 | 29.9158578314 |
| 2008-11-01 | 29.8225847327 |
| 2008-12-01 | 29.8416403895 |
| 2009-01-01 | 29.6773650688 |
| 2009-02-01 | 29.2883248676 |
| 2009-03-01 | 28.7461477947 |
| 2009-04-01 | 28.1143305445 |
| 2009-05-01 | 27.5152224898 |
| 2009-06-01 | 27.4686582823 |
| 2009-07-01 | 27.1152823964 |
| 2009-08-01 | 26.9412541770 |
| 2009-09-01 | 26.5885181299 |
| 2009-10-01 | 26.1828733540 |
| 2009-11-01 | 25.9552088372 |
| 2009-12-01 | 25.9657408291 |
| 2010-01-01 | 25.9352703684 |
| 2010-02-01 | 26.0216614312 |
| 2010-03-01 | 26.0729786143 |
| 2010-04-01 | 26.1806673764 |
| 2010-05-01 | 26.2830419980 |
| 2010-06-01 | 26.5131513419 |
| 2010-07-01 | 26.7815703459 |
| 2010-08-01 | 26.5686975202 |
| 2010-09-01 | 26.7002179375 |
| 2010-10-01 | 27.0940051979 |
| 2010-11-01 | 27.3906722109 |
| 2010-12-01 | 27.7099268965 |
| 2011-01-01 | 26.8741602889 |
| 2011-02-01 | 26.2476410038 |
| 2011-03-01 | 27.1320887639 |
| 2011-04-01 | 27.2831833592 |
| 2011-05-01 | 27.1738051454 |
| 2011-06-01 | 27.1466136795 |
| 2011-07-01 | 26.9414757618 |
| 2011-08-01 | 26.8846378417 |
| 2011-09-01 | 27.0173010856 |
| 2011-10-01 | 27.0973997611 |
| 2011-11-01 | 27.2327418022 |
| 2011-12-01 | 27.2747935653 |
| 2012-01-01 | 27.0746458191 |
| 2012-02-01 | 27.0940303517 |
| 2012-03-01 | 27.1558401096 |
| 2012-04-01 | 27.3836848223 |
| 2012-05-01 | 27.5864194720 |
| 2012-06-01 | 27.3692881580 |
| 2012-07-01 | 27.5953377705 |
| 2012-08-01 | 27.6829852111 |
| 2012-09-01 | 27.8324470069 |
| 2012-10-01 | 29.0851355114 |
| 2012-11-01 | 29.9603097788 |
| 2012-12-01 | 29.5561705368 |
| 2013-01-01 | 28.3665771435 |
| 2013-02-01 | 28.6342756213 |
| 2013-03-01 | 28.9883470119 |
| 2013-04-01 | 29.4261520913 |
| 2013-05-01 | 29.6140170804 |
| 2013-06-01 | 29.7868591071 |
| 2013-07-01 | 29.5019730825 |
| 2013-08-01 | 29.9446282513 |
| 2013-09-01 | 29.6977980991 |
| 2013-10-01 | 30.0658694763 |
| 2013-11-01 | 29.7667114638 |
| 2013-12-01 | 29.6491525678 |
| 2014-01-01 | 30.0620591566 |
| 2014-02-01 | 30.3521809403 |
| 2014-03-01 | 29.8929584440 |
| 2014-04-01 | 29.1518559363 |
| 2014-05-01 | 29.1354179183 |
| 2014-06-01 | 28.8810561480 |
| 2014-07-01 | 29.4129705291 |
| 2014-08-01 | 29.5409373770 |
| 2014-09-01 | 29.5673494735 |
| 2014-10-01 | 30.0194385306 |
| 2014-11-01 | 30.1290066231 |
| 2014-12-01 | 30.0654122162 |
| 2015-01-01 | 30.1262299846 |
| 2015-02-01 | 30.6997668855 |
| 2015-03-01 | 30.1376388235 |
| 2015-04-01 | 30.2058025290 |
| 2015-05-01 | 29.9653668138 |
| 2015-06-01 | 29.8488781467 |
| 2015-07-01 | 29.9785036451 |
| 2015-08-01 | 29.6397829429 |
| 2015-09-01 | 29.6197791602 |
| 2015-10-01 | 29.7146177258 |
| 2015-11-01 | 29.8148758884 |
| 2015-12-01 | 29.7992476949 |
| 2016-01-01 | 29.7340782999 |
| 2016-02-01 | 29.5990908622 |
| 2016-03-01 | 29.3595298571 |
| 2016-04-01 | 29.4939093988 |
| 2016-05-01 | 29.4550887414 |
| 2016-06-01 | 29.3161018588 |
| 2016-07-01 | 29.1585843619 |
| 2016-08-01 | 29.1765388187 |
| 2016-09-01 | 29.1864729841 |
| 2016-10-01 | 28.6315259084 |
| 2016-11-01 | 28.6041780738 |
| 2016-12-01 | 28.7418712916 |
| 2017-01-01 | 28.5271346593 |
| 2017-02-01 | 28.5147430640 |
| 2017-03-01 | 28.6946065349 |
| 2017-04-01 | 28.7512880054 |
| 2017-05-01 | 29.0082063454 |
| 2017-06-01 | 29.3860942002 |
| 2017-07-01 | 29.3384939831 |
| 2017-08-01 | 29.4986996625 |
| 2017-09-01 | 29.7411323512 |
| 2017-10-01 | 29.9362505545 |
| 2017-11-01 | 29.9823179454 |
| 2017-12-01 | 30.2776795887 |
| 2018-01-01 | 30.4981186400 |
| 2018-02-01 | 30.9158197788 |
| 2018-03-01 | 31.1724430174 |
| 2018-04-01 | 30.9935685460 |
| 2018-05-01 | 31.2340170784 |
| 2018-06-01 | 31.5166416371 |
| 2018-07-01 | 31.8306282353 |
| 2018-08-01 | 32.3051642949 |
| 2018-09-01 | 32.1300304067 |
| 2018-10-01 | 32.1927666152 |
| 2018-11-01 | 32.3606559514 |
| 2018-12-01 | 32.3124643218 |
| 2019-01-01 | 32.4527274694 |
| 2019-02-01 | 32.9137013710 |
| 2019-03-01 | 33.0234480119 |
| 2019-04-01 | 32.4109518515 |
| 2019-05-01 | 31.8716649761 |
| 2019-06-01 | 31.9919571142 |
| 2019-07-01 | 32.1479033912 |
| 2019-08-01 | 32.0468055361 |
| 2019-09-01 | 32.1938218561 |
| 2019-10-01 | 32.0413913563 |
| 2019-11-01 | 32.0024840655 |
| 2019-12-01 | 31.7435440866 |
| 2020-01-01 | 31.7347007496 |
| 2020-02-01 | 31.2629761966 |
| 2020-03-01 | 31.0754124830 |
| 2020-04-01 | 29.4854282646 |
| 2020-05-01 | 29.9212429805 |
| 2020-06-01 | 29.7100952426 |
| 2020-07-01 | 28.6169043607 |
| 2020-08-01 | 28.6447268315 |
| 2020-09-01 | 28.4242275595 |
| 2020-10-01 | 28.1668294409 |
| 2020-11-01 | 28.1880853835 |
| 2020-12-01 | 28.2343591769 |
| 2021-01-01 | 28.2431338167 |
| 2021-02-01 | 26.9891054763 |
| 2021-03-01 | 28.3506032205 |
| 2021-04-01 | 28.6152484828 |
| 2021-05-01 | 28.5062880538 |
| 2021-06-01 | 28.4131449081 |
| 2021-07-01 | 28.1367424274 |
| 2021-08-01 | 28.2878265833 |
| 2021-09-01 | 28.2051492850 |
| 2021-10-01 | 28.4715800837 |
| 2021-11-01 | 28.2632758515 |
| 2021-12-01 | 28.5111407995 |
| 2022-01-01 | 28.2437212416 |
| 2022-02-01 | 28.4046555046 |
| 2022-03-01 | 28.4531242663 |
| 2022-04-01 | 28.3775449940 |
| 2022-05-01 | 28.2974271800 |
| 2022-06-01 | 28.2911245777 |
| 2022-07-01 | 28.6495983038 |
| 2022-08-01 | 28.6276968346 |
| 2022-09-01 | 28.6787317678 |
| 2022-10-01 | 28.5492325099 |
| 2022-11-01 | 28.6323067301 |
| 2022-12-01 | 28.4729645076 |
| 2023-01-01 | 29.0766879889 |
| 2023-02-01 | 28.9897628729 |
| 2023-03-01 | 29.0480747467 |
| 2023-04-01 | 29.4912694814 |
| 2023-05-01 | 29.6234647299 |
| 2023-06-01 | 29.8581014405 |
| 2023-07-01 | 29.7199607062 |
| 2023-08-01 | 29.8372812325 |
| 2023-09-01 | 30.1259742422 |
| 2023-10-01 | 30.8225090873 |
| 2023-11-01 | 30.4999904139 |
| 2023-12-01 | 30.5573075731 |
| 2024-01-01 | 30.5119767340 |
| 2024-02-01 | 30.5862193111 |
| 2024-03-01 | 30.6586381303 |
| 2024-04-01 | 30.3152033144 |
| 2024-05-01 | 30.4417844871 |
| 2024-06-01 | 30.6423607980 |
| 2024-07-01 | 30.7978708158 |
| 2024-08-01 | 30.9479071835 |
| 2024-09-01 | 30.8558100968 |
| 2024-10-01 | 31.1037585410 |
| 2024-11-01 | 31.2693284989 |
| 2024-12-01 | 31.3412498886 |
| 2025-01-01 | 31.1226512056 |
| 2025-02-01 | 30.9727570881 |
| 2025-03-01 | 31.3592984486 |
| 2025-04-01 | 31.5594338523 |
| 2025-05-01 | 31.6685069878 |
| 2025-06-01 | 31.5269534631 |
| 2025-07-01 | 31.6640257015 |
| 2025-08-01 | 31.6373443492 |
| 2025-09-01 | 31.7733205889 |
| 2025-10-01 | 31.8974336641 |
| 2025-11-01 | 31.9516992371 |
| 2025-12-01 | 31.7345150859 |
| 2026-01-01 | 32.9628779123 |
| 2026-02-01 | 32.5914106634 |
| 2026-03-01 | 32.5655345446 |
| 2026-04-01 | 32.1815717483 |
| 2026-05-01 | 32.6667772002 |
| 2026-06-01 | 32.9056268760 |
| 2026-07-01 | 32.9449921487 |
| 2026-08-01 | 32.9233839569 |