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 2026-09-01 |
| Last Updated | 2026-10-20 10:41 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 | 23.1198620974 |
| 1990-02-01 | 22.8959191323 |
| 1990-03-01 | 22.6264955965 |
| 1990-04-01 | 22.5535205961 |
| 1990-05-01 | 22.2965261521 |
| 1990-06-01 | 22.4176631696 |
| 1990-07-01 | 22.4325990747 |
| 1990-08-01 | 22.5993384299 |
| 1990-09-01 | 22.7307604263 |
| 1990-10-01 | 22.1816187096 |
| 1990-11-01 | 22.4412402151 |
| 1990-12-01 | 22.5393221247 |
| 1991-01-01 | 21.2750128893 |
| 1991-02-01 | 21.2355761368 |
| 1991-03-01 | 21.3284701606 |
| 1991-04-01 | 21.0252532339 |
| 1991-05-01 | 21.1815623357 |
| 1991-06-01 | 21.4307269381 |
| 1991-07-01 | 20.9812189019 |
| 1991-08-01 | 20.8586492750 |
| 1991-09-01 | 20.9529345200 |
| 1991-10-01 | 20.8826875562 |
| 1991-11-01 | 20.8192943944 |
| 1991-12-01 | 20.8370872313 |
| 1992-01-01 | 20.5779177481 |
| 1992-02-01 | 20.6034717369 |
| 1992-03-01 | 20.9482944417 |
| 1992-04-01 | 20.7048069491 |
| 1992-05-01 | 20.5558133941 |
| 1992-06-01 | 20.3390389979 |
| 1992-07-01 | 20.5068999085 |
| 1992-08-01 | 20.3904940344 |
| 1992-09-01 | 20.2662938906 |
| 1992-10-01 | 20.3820803657 |
| 1992-11-01 | 20.2929821190 |
| 1992-12-01 | 20.2591681427 |
| 1993-01-01 | 20.3914473431 |
| 1993-02-01 | 20.2744240278 |
| 1993-03-01 | 20.2747183660 |
| 1993-04-01 | 20.0684121467 |
| 1993-05-01 | 20.3214726887 |
| 1993-06-01 | 20.5214842347 |
| 1993-07-01 | 21.0035111914 |
| 1993-08-01 | 20.7038157186 |
| 1993-09-01 | 20.6797017530 |
| 1993-10-01 | 20.6769167089 |
| 1993-11-01 | 20.8609806471 |
| 1993-12-01 | 20.9963336193 |
| 1994-01-01 | 21.2396022464 |
| 1994-02-01 | 21.2757888753 |
| 1994-03-01 | 21.3192169401 |
| 1994-04-01 | 21.6588213811 |
| 1994-05-01 | 21.7948354109 |
| 1994-06-01 | 21.6854849557 |
| 1994-07-01 | 21.4821019522 |
| 1994-08-01 | 21.3178918451 |
| 1994-09-01 | 21.5845831535 |
| 1994-10-01 | 21.7733253614 |
| 1994-11-01 | 21.6273778745 |
| 1994-12-01 | 21.9292533049 |
| 1995-01-01 | 21.2605616482 |
| 1995-02-01 | 21.3560316096 |
| 1995-03-01 | 21.1491258750 |
| 1995-04-01 | 21.0189011599 |
| 1995-05-01 | 20.8736118057 |
| 1995-06-01 | 21.0149036821 |
| 1995-07-01 | 20.8867958528 |
| 1995-08-01 | 20.9583576880 |
| 1995-09-01 | 21.0857261598 |
| 1995-10-01 | 20.8882328912 |
| 1995-11-01 | 21.0088353555 |
| 1995-12-01 | 20.9291017161 |
| 1996-01-01 | 21.2807821532 |
| 1996-02-01 | 21.2293205098 |
| 1996-03-01 | 21.2541795378 |
| 1996-04-01 | 21.3057053725 |
| 1996-05-01 | 21.5605336277 |
| 1996-06-01 | 21.5149154662 |
| 1996-07-01 | 21.5492212464 |
| 1996-08-01 | 21.4776800260 |
| 1996-09-01 | 21.3625766593 |
| 1996-10-01 | 21.4018681722 |
| 1996-11-01 | 21.5275613475 |
| 1996-12-01 | 21.4497443940 |
| 1997-01-01 | 21.1699524046 |
| 1997-02-01 | 21.5132596422 |
| 1997-03-01 | 21.6539151099 |
| 1997-04-01 | 21.5926926643 |
| 1997-05-01 | 21.4516217846 |
| 1997-06-01 | 21.4431248916 |
| 1997-07-01 | 21.9247525524 |
| 1997-08-01 | 21.8829283399 |
| 1997-09-01 | 22.0361413486 |
| 1997-10-01 | 22.7264152350 |
| 1997-11-01 | 22.9628666131 |
| 1997-12-01 | 22.9816665198 |
| 1998-01-01 | 22.2830549949 |
| 1998-02-01 | 22.9254850311 |
| 1998-03-01 | 23.0331844144 |
| 1998-04-01 | 23.7046623120 |
| 1998-05-01 | 23.8532715183 |
| 1998-06-01 | 23.9044437334 |
| 1998-07-01 | 23.8695585822 |
| 1998-08-01 | 24.0321742004 |
| 1998-09-01 | 24.2012121523 |
| 1998-10-01 | 23.9484425784 |
| 1998-11-01 | 24.1158784477 |
| 1998-12-01 | 24.2015154301 |
| 1999-01-01 | 24.5043551975 |
| 1999-02-01 | 24.4312629033 |
| 1999-03-01 | 24.5208517719 |
| 1999-04-01 | 24.5236113931 |
| 1999-05-01 | 24.6622740364 |
| 1999-06-01 | 24.7984355086 |
| 1999-07-01 | 24.8812239288 |
| 1999-08-01 | 24.7781906850 |
| 1999-09-01 | 24.8740785457 |
| 1999-10-01 | 24.9754975756 |
| 1999-11-01 | 24.6641284691 |
| 1999-12-01 | 24.7965751026 |
| 2000-01-01 | 25.0960305761 |
| 2000-02-01 | 25.2235119167 |
| 2000-03-01 | 25.3875627858 |
| 2000-04-01 | 24.8597963213 |
| 2000-05-01 | 24.5910460316 |
| 2000-06-01 | 24.5267967506 |
| 2000-07-01 | 24.5143341346 |
| 2000-08-01 | 24.5393293247 |
| 2000-09-01 | 24.5419317905 |
| 2000-10-01 | 24.3929552027 |
| 2000-11-01 | 24.7149061947 |
| 2000-12-01 | 24.4743489119 |
| 2001-01-01 | 23.7431761589 |
| 2001-02-01 | 24.4776351705 |
| 2001-03-01 | 24.9602373158 |
| 2001-04-01 | 25.0061084555 |
| 2001-05-01 | 25.2192648887 |
| 2001-06-01 | 25.4436561267 |
| 2001-07-01 | 25.3072586662 |
| 2001-08-01 | 25.4541511693 |
| 2001-09-01 | 25.1853817890 |
| 2001-10-01 | 25.6986041788 |
| 2001-11-01 | 25.7436177762 |
| 2001-12-01 | 25.7572992992 |
| 2002-01-01 | 25.7063371390 |
| 2002-02-01 | 25.7262577553 |
| 2002-03-01 | 25.3541909647 |
| 2002-04-01 | 24.8306639837 |
| 2002-05-01 | 24.8426821851 |
| 2002-06-01 | 24.7131324222 |
| 2002-07-01 | 24.3999013779 |
| 2002-08-01 | 24.5555307020 |
| 2002-09-01 | 24.1504178470 |
| 2002-10-01 | 24.1857645191 |
| 2002-11-01 | 24.0413145328 |
| 2002-12-01 | 24.1012769463 |
| 2003-01-01 | 23.9805111893 |
| 2003-02-01 | 23.5966237813 |
| 2003-03-01 | 23.6434419551 |
| 2003-04-01 | 24.1318720260 |
| 2003-05-01 | 24.1670614024 |
| 2003-06-01 | 23.9696905988 |
| 2003-07-01 | 24.1935461308 |
| 2003-08-01 | 23.9736936884 |
| 2003-09-01 | 24.0087597983 |
| 2003-10-01 | 23.6561462863 |
| 2003-11-01 | 23.6259231433 |
| 2003-12-01 | 23.6649444829 |
| 2004-01-01 | 23.5749940886 |
| 2004-02-01 | 23.5420033903 |
| 2004-03-01 | 23.4443178729 |
| 2004-04-01 | 23.4231032892 |
| 2004-05-01 | 23.4906179588 |
| 2004-06-01 | 23.6044902285 |
| 2004-07-01 | 24.1800024954 |
| 2004-08-01 | 23.8201966901 |
| 2004-09-01 | 23.8860492378 |
| 2004-10-01 | 23.9229214879 |
| 2004-11-01 | 23.8004141543 |
| 2004-12-01 | 23.7560823533 |
| 2005-01-01 | 23.7613350582 |
| 2005-02-01 | 23.8576663556 |
| 2005-03-01 | 24.0371094825 |
| 2005-04-01 | 24.4331222384 |
| 2005-05-01 | 24.7297227356 |
| 2005-06-01 | 24.8091894523 |
| 2005-07-01 | 25.3711009971 |
| 2005-08-01 | 25.4349901358 |
| 2005-09-01 | 25.7551725833 |
| 2005-10-01 | 25.7753804951 |
| 2005-11-01 | 26.0535110762 |
| 2005-12-01 | 26.5623562030 |
| 2006-01-01 | 26.9104622450 |
| 2006-02-01 | 27.1480726935 |
| 2006-03-01 | 27.3488502808 |
| 2006-04-01 | 27.5753566925 |
| 2006-05-01 | 27.4699587133 |
| 2006-06-01 | 27.6851124252 |
| 2006-07-01 | 27.4558406987 |
| 2006-08-01 | 27.5473603083 |
| 2006-09-01 | 27.7470683973 |
| 2006-10-01 | 28.1413314692 |
| 2006-11-01 | 28.3980309829 |
| 2006-12-01 | 28.5522117996 |
| 2007-01-01 | 27.5951750940 |
| 2007-02-01 | 27.7139494833 |
| 2007-03-01 | 28.3265016351 |
| 2007-04-01 | 28.0002912271 |
| 2007-05-01 | 28.1103770891 |
| 2007-06-01 | 28.4920039890 |
| 2007-07-01 | 28.4904646249 |
| 2007-08-01 | 28.7903011220 |
| 2007-09-01 | 28.4924887465 |
| 2007-10-01 | 29.1800641152 |
| 2007-11-01 | 29.5144287894 |
| 2007-12-01 | 29.3034992874 |
| 2008-01-01 | 29.7441600908 |
| 2008-02-01 | 30.0335528959 |
| 2008-03-01 | 30.1351380957 |
| 2008-04-01 | 30.2396345977 |
| 2008-05-01 | 30.4399562872 |
| 2008-06-01 | 30.2901357450 |
| 2008-07-01 | 30.5027303479 |
| 2008-08-01 | 30.4238287632 |
| 2008-09-01 | 30.3174833561 |
| 2008-10-01 | 29.9158572848 |
| 2008-11-01 | 29.8225893961 |
| 2008-12-01 | 29.8416385591 |
| 2009-01-01 | 29.6773582201 |
| 2009-02-01 | 29.2883177891 |
| 2009-03-01 | 28.7461407718 |
| 2009-04-01 | 28.1143274188 |
| 2009-05-01 | 27.5152232661 |
| 2009-06-01 | 27.4686632116 |
| 2009-07-01 | 27.1152911060 |
| 2009-08-01 | 26.9412671962 |
| 2009-09-01 | 26.5885354679 |
| 2009-10-01 | 26.1828509141 |
| 2009-11-01 | 25.9552103369 |
| 2009-12-01 | 25.9657487536 |
| 2010-01-01 | 25.9352561672 |
| 2010-02-01 | 26.0216439016 |
| 2010-03-01 | 26.0729694015 |
| 2010-04-01 | 26.1806634304 |
| 2010-05-01 | 26.2830441611 |
| 2010-06-01 | 26.5131603217 |
| 2010-07-01 | 26.7815865690 |
| 2010-08-01 | 26.5687220556 |
| 2010-09-01 | 26.7002514098 |
| 2010-10-01 | 27.0939599256 |
| 2010-11-01 | 27.3906678587 |
| 2010-12-01 | 27.7099444011 |
| 2011-01-01 | 26.8741379053 |
| 2011-02-01 | 26.2476122529 |
| 2011-03-01 | 27.1320776398 |
| 2011-04-01 | 27.2831767768 |
| 2011-05-01 | 27.1738105841 |
| 2011-06-01 | 27.1466229373 |
| 2011-07-01 | 26.9415005180 |
| 2011-08-01 | 26.8846747427 |
| 2011-09-01 | 27.0173511539 |
| 2011-10-01 | 27.0973325175 |
| 2011-11-01 | 27.2327317064 |
| 2011-12-01 | 27.2748204242 |
| 2012-01-01 | 27.0746168288 |
| 2012-02-01 | 27.0939904810 |
| 2012-03-01 | 27.1558297700 |
| 2012-04-01 | 27.3836778844 |
| 2012-05-01 | 27.5864285644 |
| 2012-06-01 | 27.3692963269 |
| 2012-07-01 | 27.5953676434 |
| 2012-08-01 | 27.6830265133 |
| 2012-09-01 | 27.8325005121 |
| 2012-10-01 | 29.0850643078 |
| 2012-11-01 | 29.9602948061 |
| 2012-12-01 | 29.5561979680 |
| 2013-01-01 | 28.3665473226 |
| 2013-02-01 | 28.6342330587 |
| 2013-03-01 | 28.9883376134 |
| 2013-04-01 | 29.4261430206 |
| 2013-05-01 | 29.6140282949 |
| 2013-06-01 | 29.7868627607 |
| 2013-07-01 | 29.5020054152 |
| 2013-08-01 | 29.9446731413 |
| 2013-09-01 | 29.6978556860 |
| 2013-10-01 | 30.0657970422 |
| 2013-11-01 | 29.7666946849 |
| 2013-12-01 | 29.6491811606 |
| 2014-01-01 | 30.0620309035 |
| 2014-02-01 | 30.3521385719 |
| 2014-03-01 | 29.8929521612 |
| 2014-04-01 | 29.1518488430 |
| 2014-05-01 | 29.1354282427 |
| 2014-06-01 | 28.8810569699 |
| 2014-07-01 | 29.4129970536 |
| 2014-08-01 | 29.5409713897 |
| 2014-09-01 | 29.5673910781 |
| 2014-10-01 | 30.0193922606 |
| 2014-11-01 | 30.1289929948 |
| 2014-12-01 | 30.0654294689 |
| 2015-01-01 | 30.1262095781 |
| 2015-02-01 | 30.6997352395 |
| 2015-03-01 | 30.1376340710 |
| 2015-04-01 | 30.2057948958 |
| 2015-05-01 | 29.9653754507 |
| 2015-06-01 | 29.8488748961 |
| 2015-07-01 | 29.9785233890 |
| 2015-08-01 | 29.6398113920 |
| 2015-09-01 | 29.6198050807 |
| 2015-10-01 | 29.7145971692 |
| 2015-11-01 | 29.8148688902 |
| 2015-12-01 | 29.7992538735 |
| 2016-01-01 | 29.7340647699 |
| 2016-02-01 | 29.5990501070 |
| 2016-03-01 | 29.3595333977 |
| 2016-04-01 | 29.4939058359 |
| 2016-05-01 | 29.4550936943 |
| 2016-06-01 | 29.3161031250 |
| 2016-07-01 | 29.1585995444 |
| 2016-08-01 | 29.1765639121 |
| 2016-09-01 | 29.1864852329 |
| 2016-10-01 | 28.6315315603 |
| 2016-11-01 | 28.6041763598 |
| 2016-12-01 | 28.7418633271 |
| 2017-01-01 | 28.5271214640 |
| 2017-02-01 | 28.5146839184 |
| 2017-03-01 | 28.6946025312 |
| 2017-04-01 | 28.7512999498 |
| 2017-05-01 | 29.0082058747 |
| 2017-06-01 | 29.3861014784 |
| 2017-07-01 | 29.3385324902 |
| 2017-08-01 | 29.4987328880 |
| 2017-09-01 | 29.7411482860 |
| 2017-10-01 | 29.9362568244 |
| 2017-11-01 | 29.9823123137 |
| 2017-12-01 | 30.2776637206 |
| 2018-01-01 | 30.4980926734 |
| 2018-02-01 | 30.9156755659 |
| 2018-03-01 | 31.1724270889 |
| 2018-04-01 | 30.9936542578 |
| 2018-05-01 | 31.2340190033 |
| 2018-06-01 | 31.5166687657 |
| 2018-07-01 | 31.8307094377 |
| 2018-08-01 | 32.3052112707 |
| 2018-09-01 | 32.1300474755 |
| 2018-10-01 | 32.1927599427 |
| 2018-11-01 | 32.3606244499 |
| 2018-12-01 | 32.3124161289 |
| 2019-01-01 | 32.4526708661 |
| 2019-02-01 | 32.9134811485 |
| 2019-03-01 | 33.0234200236 |
| 2019-04-01 | 32.4111321535 |
| 2019-05-01 | 31.8716927622 |
| 2019-06-01 | 31.9920113184 |
| 2019-07-01 | 32.1480300667 |
| 2019-08-01 | 32.0468594219 |
| 2019-09-01 | 32.1938352610 |
| 2019-10-01 | 32.0413827792 |
| 2019-11-01 | 32.0024639058 |
| 2019-12-01 | 31.7433788133 |
| 2020-01-01 | 31.7344958709 |
| 2020-02-01 | 31.2627744196 |
| 2020-03-01 | 31.0754331089 |
| 2020-04-01 | 29.4856957868 |
| 2020-05-01 | 29.9213344633 |
| 2020-06-01 | 29.7102072738 |
| 2020-07-01 | 28.6170834079 |
| 2020-08-01 | 28.6448528909 |
| 2020-09-01 | 28.4243353618 |
| 2020-10-01 | 28.1663726393 |
| 2020-11-01 | 28.1880982409 |
| 2020-12-01 | 28.2340420464 |
| 2021-01-01 | 28.2426816173 |
| 2021-02-01 | 26.9888663590 |
| 2021-03-01 | 28.3506501692 |
| 2021-04-01 | 28.6159025507 |
| 2021-05-01 | 28.5068016381 |
| 2021-06-01 | 28.4137249114 |
| 2021-07-01 | 28.1372689443 |
| 2021-08-01 | 28.2880684414 |
| 2021-09-01 | 28.2050689200 |
| 2021-10-01 | 28.4700813537 |
| 2021-11-01 | 28.2626005087 |
| 2021-12-01 | 28.5105569106 |
| 2022-01-01 | 28.2425596190 |
| 2022-02-01 | 28.4038772549 |
| 2022-03-01 | 28.4535496629 |
| 2022-04-01 | 28.3793441921 |
| 2022-05-01 | 28.2994122084 |
| 2022-06-01 | 28.2931947579 |
| 2022-07-01 | 28.6511285902 |
| 2022-08-01 | 28.6280910961 |
| 2022-09-01 | 28.6777846614 |
| 2022-10-01 | 28.5454592921 |
| 2022-11-01 | 28.6294380479 |
| 2022-12-01 | 28.4717269159 |
| 2023-01-01 | 29.0742912937 |
| 2023-02-01 | 28.9875989687 |
| 2023-03-01 | 29.0485965904 |
| 2023-04-01 | 29.4950655574 |
| 2023-05-01 | 29.6284333888 |
| 2023-06-01 | 29.8647333840 |
| 2023-07-01 | 29.7276638318 |
| 2023-08-01 | 29.8397050077 |
| 2023-09-01 | 30.1176280758 |
| 2023-10-01 | 30.8125505168 |
| 2023-11-01 | 30.4926306502 |
| 2023-12-01 | 30.5546084725 |
| 2024-01-01 | 30.5083225666 |
| 2024-02-01 | 30.5830889579 |
| 2024-03-01 | 30.6599604842 |
| 2024-04-01 | 30.3215921599 |
| 2024-05-01 | 30.4507320196 |
| 2024-06-01 | 30.6551953310 |
| 2024-07-01 | 30.8146676639 |
| 2024-08-01 | 30.9550465428 |
| 2024-09-01 | 30.8352565839 |
| 2024-10-01 | 31.0864912531 |
| 2024-11-01 | 31.2567933251 |
| 2024-12-01 | 31.3367343096 |
| 2025-01-01 | 31.1179947478 |
| 2025-02-01 | 30.9690174264 |
| 2025-03-01 | 31.3612585694 |
| 2025-04-01 | 31.5684415348 |
| 2025-05-01 | 31.6815579183 |
| 2025-06-01 | 31.5467013330 |
| 2025-07-01 | 31.6917919149 |
| 2025-08-01 | 31.6502954795 |
| 2025-09-01 | 31.7382002555 |
| 2025-10-01 | 31.8723246480 |
| 2025-11-01 | 31.9340823231 |
| 2025-12-01 | 31.7282508289 |
| 2026-01-01 | 32.9573467795 |
| 2026-02-01 | 32.5876016899 |
| 2026-03-01 | 32.5689603535 |
| 2026-04-01 | 32.1931610455 |
| 2026-05-01 | 32.6836550170 |
| 2026-06-01 | 32.9314442728 |
| 2026-07-01 | 32.9815418230 |
| 2026-08-01 | 33.0416483220 |
| 2026-09-01 | 33.2382258720 |