Table Data - All Employees: Mining and Logging in Tulsa, OK (MSA)
| Title | All Employees: Mining and Logging in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461401000000001SA |
| 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 10:37 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 | 10.3219664278 |
| 1990-02-01 | 10.1460545317 |
| 1990-03-01 | 10.1172362525 |
| 1990-04-01 | 10.1115613816 |
| 1990-05-01 | 9.9949292693 |
| 1990-06-01 | 10.1391032356 |
| 1990-07-01 | 10.2012297459 |
| 1990-08-01 | 10.3976705446 |
| 1990-09-01 | 10.1531451330 |
| 1990-10-01 | 10.1451526811 |
| 1990-11-01 | 10.1062083873 |
| 1990-12-01 | 10.2644895529 |
| 1991-01-01 | 9.2026759577 |
| 1991-02-01 | 9.2397949535 |
| 1991-03-01 | 9.3232564657 |
| 1991-04-01 | 9.2128206057 |
| 1991-05-01 | 9.1902714506 |
| 1991-06-01 | 9.2597273243 |
| 1991-07-01 | 9.0154195096 |
| 1991-08-01 | 9.0176019173 |
| 1991-09-01 | 8.9569044930 |
| 1991-10-01 | 8.9242719746 |
| 1991-11-01 | 8.7835918949 |
| 1991-12-01 | 8.6646475055 |
| 1992-01-01 | 8.5839208137 |
| 1992-02-01 | 8.5396970283 |
| 1992-03-01 | 8.4327131620 |
| 1992-04-01 | 8.4189231349 |
| 1992-05-01 | 8.3845479037 |
| 1992-06-01 | 8.2826489679 |
| 1992-07-01 | 8.2309196330 |
| 1992-08-01 | 8.3304367520 |
| 1992-09-01 | 8.0608841519 |
| 1992-10-01 | 7.9020314094 |
| 1992-11-01 | 7.8581687914 |
| 1992-12-01 | 7.7643911597 |
| 1993-01-01 | 7.6543645072 |
| 1993-02-01 | 7.7452415319 |
| 1993-03-01 | 7.7490519567 |
| 1993-04-01 | 7.5269109383 |
| 1993-05-01 | 7.5816967684 |
| 1993-06-01 | 7.5987901612 |
| 1993-07-01 | 7.7389687715 |
| 1993-08-01 | 7.6398336413 |
| 1993-09-01 | 7.5647094106 |
| 1993-10-01 | 7.6878101664 |
| 1993-11-01 | 7.7385790835 |
| 1993-12-01 | 7.7634203700 |
| 1994-01-01 | 7.7357354445 |
| 1994-02-01 | 7.6543246793 |
| 1994-03-01 | 7.5621477152 |
| 1994-04-01 | 7.6413617424 |
| 1994-05-01 | 7.4873488025 |
| 1994-06-01 | 7.3075182150 |
| 1994-07-01 | 7.2432236141 |
| 1994-08-01 | 7.1372253250 |
| 1994-09-01 | 7.1741372810 |
| 1994-10-01 | 7.0673064691 |
| 1994-11-01 | 7.0188305711 |
| 1994-12-01 | 6.9663188085 |
| 1995-01-01 | 6.9161856718 |
| 1995-02-01 | 6.7590538630 |
| 1995-03-01 | 6.7654571483 |
| 1995-04-01 | 6.7504177583 |
| 1995-05-01 | 6.6981795504 |
| 1995-06-01 | 6.7209220893 |
| 1995-07-01 | 6.6392625919 |
| 1995-08-01 | 6.6275088211 |
| 1995-09-01 | 6.5837513424 |
| 1995-10-01 | 6.5530614411 |
| 1995-11-01 | 6.5076347587 |
| 1995-12-01 | 6.4726619753 |
| 1996-01-01 | 6.5103591696 |
| 1996-02-01 | 6.4672228759 |
| 1996-03-01 | 6.4554475666 |
| 1996-04-01 | 6.4572188928 |
| 1996-05-01 | 6.5139998010 |
| 1996-06-01 | 6.5226691902 |
| 1996-07-01 | 6.6357409536 |
| 1996-08-01 | 6.4137685962 |
| 1996-09-01 | 6.3952148771 |
| 1996-10-01 | 6.4448924609 |
| 1996-11-01 | 6.4009352838 |
| 1996-12-01 | 6.3791257990 |
| 1997-01-01 | 6.4102310811 |
| 1997-02-01 | 6.4680604281 |
| 1997-03-01 | 6.4451899859 |
| 1997-04-01 | 6.4623820744 |
| 1997-05-01 | 6.4288700593 |
| 1997-06-01 | 6.4217090112 |
| 1997-07-01 | 6.7334004439 |
| 1997-08-01 | 6.6004745473 |
| 1997-09-01 | 6.6060920636 |
| 1997-10-01 | 6.6441886646 |
| 1997-11-01 | 6.6890011353 |
| 1997-12-01 | 6.7883853708 |
| 1998-01-01 | 6.5219475773 |
| 1998-02-01 | 6.6556878042 |
| 1998-03-01 | 6.6286626467 |
| 1998-04-01 | 6.5651642644 |
| 1998-05-01 | 6.6497551120 |
| 1998-06-01 | 6.6134031307 |
| 1998-07-01 | 6.7383388121 |
| 1998-08-01 | 6.7008227560 |
| 1998-09-01 | 6.7182376619 |
| 1998-10-01 | 6.4378560157 |
| 1998-11-01 | 6.1786429977 |
| 1998-12-01 | 6.1905062823 |
| 1999-01-01 | 6.1314764873 |
| 1999-02-01 | 6.0329634771 |
| 1999-03-01 | 6.1142781560 |
| 1999-04-01 | 6.0644058217 |
| 1999-05-01 | 5.9547234798 |
| 1999-06-01 | 5.9246581521 |
| 1999-07-01 | 5.7538067742 |
| 1999-08-01 | 5.7221431463 |
| 1999-09-01 | 5.7160082482 |
| 1999-10-01 | 5.7265585457 |
| 1999-11-01 | 5.5745136735 |
| 1999-12-01 | 5.7922211219 |
| 2000-01-01 | 5.8389911815 |
| 2000-02-01 | 5.9178543480 |
| 2000-03-01 | 5.7009616108 |
| 2000-04-01 | 5.2604217723 |
| 2000-05-01 | 5.1553664838 |
| 2000-06-01 | 5.1373186409 |
| 2000-07-01 | 5.0670702169 |
| 2000-08-01 | 5.0446686994 |
| 2000-09-01 | 5.0057111861 |
| 2000-10-01 | 4.6093177599 |
| 2000-11-01 | 4.6787524308 |
| 2000-12-01 | 4.5914132185 |
| 2001-01-01 | 4.1290068704 |
| 2001-02-01 | 4.2047531833 |
| 2001-03-01 | 4.3030952826 |
| 2001-04-01 | 4.1535816622 |
| 2001-05-01 | 4.2491500435 |
| 2001-06-01 | 4.3536614381 |
| 2001-07-01 | 4.3693245392 |
| 2001-08-01 | 4.3605024446 |
| 2001-09-01 | 4.3916022743 |
| 2001-10-01 | 4.4951287431 |
| 2001-11-01 | 4.4858762935 |
| 2001-12-01 | 4.4909450551 |
| 2002-01-01 | 4.3318737250 |
| 2002-02-01 | 4.4015302955 |
| 2002-03-01 | 4.4129052807 |
| 2002-04-01 | 4.3622284045 |
| 2002-05-01 | 4.3516671147 |
| 2002-06-01 | 4.4616051378 |
| 2002-07-01 | 4.1590514841 |
| 2002-08-01 | 4.1672571586 |
| 2002-09-01 | 4.0754994403 |
| 2002-10-01 | 3.9863886496 |
| 2002-11-01 | 3.8969321067 |
| 2002-12-01 | 3.8901872157 |
| 2003-01-01 | 4.0291773410 |
| 2003-02-01 | 3.9065552742 |
| 2003-03-01 | 3.9265522917 |
| 2003-04-01 | 3.8580829426 |
| 2003-05-01 | 3.8434889576 |
| 2003-06-01 | 3.7754097594 |
| 2003-07-01 | 3.8449074546 |
| 2003-08-01 | 3.8639490488 |
| 2003-09-01 | 3.9599135021 |
| 2003-10-01 | 3.9866671727 |
| 2003-11-01 | 4.0078978451 |
| 2003-12-01 | 3.9937754799 |
| 2004-01-01 | 4.4294416658 |
| 2004-02-01 | 4.4189099291 |
| 2004-03-01 | 4.3409052290 |
| 2004-04-01 | 4.3673374677 |
| 2004-05-01 | 4.3477162347 |
| 2004-06-01 | 4.3744502348 |
| 2004-07-01 | 4.4167597647 |
| 2004-08-01 | 4.3529614076 |
| 2004-09-01 | 4.3420602795 |
| 2004-10-01 | 4.3909403759 |
| 2004-11-01 | 4.3161334593 |
| 2004-12-01 | 4.3980751321 |
| 2005-01-01 | 4.8303742496 |
| 2005-02-01 | 4.8306388557 |
| 2005-03-01 | 4.8569908881 |
| 2005-04-01 | 4.9785264295 |
| 2005-05-01 | 5.0588401128 |
| 2005-06-01 | 5.0652162532 |
| 2005-07-01 | 5.1826476364 |
| 2005-08-01 | 5.2297188092 |
| 2005-09-01 | 5.3221428322 |
| 2005-10-01 | 5.3010025614 |
| 2005-11-01 | 5.4225038288 |
| 2005-12-01 | 5.5075941551 |
| 2006-01-01 | 5.6356421422 |
| 2006-02-01 | 5.7389364353 |
| 2006-03-01 | 5.8746667128 |
| 2006-04-01 | 6.3052839086 |
| 2006-05-01 | 6.1787513955 |
| 2006-06-01 | 6.1501681053 |
| 2006-07-01 | 6.1513796657 |
| 2006-08-01 | 6.1993093731 |
| 2006-09-01 | 6.2050470828 |
| 2006-10-01 | 6.2130842770 |
| 2006-11-01 | 6.3207165536 |
| 2006-12-01 | 6.3152408471 |
| 2007-01-01 | 6.4444925370 |
| 2007-02-01 | 6.4440294197 |
| 2007-03-01 | 6.5861789977 |
| 2007-04-01 | 6.5142470433 |
| 2007-05-01 | 6.5916205475 |
| 2007-06-01 | 6.6386584157 |
| 2007-07-01 | 6.7432310555 |
| 2007-08-01 | 6.7704949127 |
| 2007-09-01 | 6.7000765382 |
| 2007-10-01 | 7.0187614462 |
| 2007-11-01 | 7.0090337302 |
| 2007-12-01 | 7.1209172946 |
| 2008-01-01 | 7.0516546696 |
| 2008-02-01 | 7.1508125120 |
| 2008-03-01 | 7.1907812424 |
| 2008-04-01 | 7.1312432726 |
| 2008-05-01 | 7.2045908812 |
| 2008-06-01 | 7.3364184880 |
| 2008-07-01 | 7.3489801885 |
| 2008-08-01 | 7.3493750494 |
| 2008-09-01 | 7.2940370019 |
| 2008-10-01 | 7.2036472666 |
| 2008-11-01 | 7.0893262819 |
| 2008-12-01 | 7.1139074841 |
| 2009-01-01 | 7.3602654435 |
| 2009-02-01 | 7.1574071884 |
| 2009-03-01 | 6.9924532829 |
| 2009-04-01 | 6.9314587504 |
| 2009-05-01 | 6.7980657173 |
| 2009-06-01 | 6.7524793259 |
| 2009-07-01 | 6.6800723146 |
| 2009-08-01 | 6.7587133044 |
| 2009-09-01 | 6.7093086596 |
| 2009-10-01 | 6.5785511114 |
| 2009-11-01 | 6.5694420200 |
| 2009-12-01 | 6.6057982514 |
| 2010-01-01 | 6.7572870503 |
| 2010-02-01 | 6.6647863682 |
| 2010-03-01 | 6.6970598249 |
| 2010-04-01 | 6.8275448305 |
| 2010-05-01 | 6.8876289238 |
| 2010-06-01 | 6.9717137087 |
| 2010-07-01 | 6.9961224948 |
| 2010-08-01 | 6.9569739035 |
| 2010-09-01 | 7.0119361802 |
| 2010-10-01 | 7.1496380898 |
| 2010-11-01 | 7.2475753169 |
| 2010-12-01 | 7.2949136362 |
| 2011-01-01 | 7.2567914493 |
| 2011-02-01 | 7.2852671432 |
| 2011-03-01 | 7.4137872515 |
| 2011-04-01 | 7.4373581063 |
| 2011-05-01 | 7.4784872151 |
| 2011-06-01 | 7.4905870798 |
| 2011-07-01 | 7.5055908582 |
| 2011-08-01 | 7.5576397542 |
| 2011-09-01 | 7.6178326956 |
| 2011-10-01 | 7.7258654079 |
| 2011-11-01 | 7.8253541998 |
| 2011-12-01 | 7.8798577177 |
| 2012-01-01 | 7.4470797962 |
| 2012-02-01 | 7.4979761573 |
| 2012-03-01 | 7.6118847238 |
| 2012-04-01 | 7.6431645539 |
| 2012-05-01 | 7.6632151165 |
| 2012-06-01 | 7.6116437245 |
| 2012-07-01 | 7.7147207115 |
| 2012-08-01 | 7.7734493870 |
| 2012-09-01 | 7.7308363697 |
| 2012-10-01 | 8.2147990848 |
| 2012-11-01 | 8.1184468878 |
| 2012-12-01 | 7.9571130577 |
| 2013-01-01 | 7.7358394998 |
| 2013-02-01 | 7.9008038438 |
| 2013-03-01 | 7.9054007541 |
| 2013-04-01 | 7.9543435764 |
| 2013-05-01 | 7.9541660351 |
| 2013-06-01 | 7.9251779469 |
| 2013-07-01 | 7.8147419746 |
| 2013-08-01 | 7.7931653423 |
| 2013-09-01 | 7.7384626163 |
| 2013-10-01 | 7.8362150608 |
| 2013-11-01 | 7.8271562545 |
| 2013-12-01 | 7.8421258438 |
| 2014-01-01 | 7.9279041779 |
| 2014-02-01 | 7.8881048108 |
| 2014-03-01 | 7.8902628833 |
| 2014-04-01 | 7.7470971253 |
| 2014-05-01 | 7.7432773599 |
| 2014-06-01 | 7.7264899449 |
| 2014-07-01 | 7.7164284896 |
| 2014-08-01 | 7.7054527185 |
| 2014-09-01 | 7.7450923462 |
| 2014-10-01 | 7.7657000517 |
| 2014-11-01 | 7.7447291499 |
| 2014-12-01 | 7.7346737723 |
| 2015-01-01 | 7.6258162561 |
| 2015-02-01 | 7.6681789279 |
| 2015-03-01 | 7.2706072283 |
| 2015-04-01 | 7.2260809083 |
| 2015-05-01 | 7.0339489196 |
| 2015-06-01 | 7.0199334846 |
| 2015-07-01 | 7.0153793171 |
| 2015-08-01 | 6.9219786594 |
| 2015-09-01 | 6.8544837567 |
| 2015-10-01 | 6.6979087530 |
| 2015-11-01 | 6.6710730383 |
| 2015-12-01 | 6.6402548292 |
| 2016-01-01 | 6.5324972086 |
| 2016-02-01 | 6.4469678788 |
| 2016-03-01 | 6.3497723747 |
| 2016-04-01 | 6.2901795032 |
| 2016-05-01 | 6.2267781057 |
| 2016-06-01 | 6.2114874607 |
| 2016-07-01 | 6.1196695267 |
| 2016-08-01 | 6.0363418328 |
| 2016-09-01 | 6.0612807465 |
| 2016-10-01 | 6.0134799537 |
| 2016-11-01 | 6.0932372365 |
| 2016-12-01 | 6.1505848002 |
| 2017-01-01 | 6.2408190325 |
| 2017-02-01 | 6.3322678186 |
| 2017-03-01 | 6.4409213041 |
| 2017-04-01 | 6.4698039906 |
| 2017-05-01 | 6.5314500498 |
| 2017-06-01 | 6.7087206432 |
| 2017-07-01 | 6.4112836569 |
| 2017-08-01 | 6.5345868334 |
| 2017-09-01 | 6.4569207219 |
| 2017-10-01 | 6.5259093109 |
| 2017-11-01 | 6.5088508196 |
| 2017-12-01 | 6.4575717863 |
| 2018-01-01 | 6.4502778156 |
| 2018-02-01 | 6.5241230911 |
| 2018-03-01 | 6.5285320241 |
| 2018-04-01 | 6.6432893227 |
| 2018-05-01 | 6.7393889620 |
| 2018-06-01 | 6.8078797741 |
| 2018-07-01 | 7.0109246890 |
| 2018-08-01 | 7.0318634150 |
| 2018-09-01 | 7.0623440970 |
| 2018-10-01 | 7.0261219343 |
| 2018-11-01 | 7.0160644714 |
| 2018-12-01 | 7.0649801892 |
| 2019-01-01 | 6.9551348278 |
| 2019-02-01 | 6.9136732285 |
| 2019-03-01 | 6.9155958174 |
| 2019-04-01 | 6.9227447179 |
| 2019-05-01 | 6.8495937897 |
| 2019-06-01 | 6.8164389424 |
| 2019-07-01 | 6.5269733309 |
| 2019-08-01 | 6.5456202116 |
| 2019-09-01 | 6.5708544678 |
| 2019-10-01 | 6.4192550285 |
| 2019-11-01 | 6.2127069909 |
| 2019-12-01 | 6.0736979910 |
| 2020-01-01 | 6.0470888283 |
| 2020-02-01 | 5.9043170754 |
| 2020-03-01 | 5.8001283420 |
| 2020-04-01 | 5.4019050728 |
| 2020-05-01 | 5.2444054690 |
| 2020-06-01 | 5.1169498672 |
| 2020-07-01 | 4.5591920035 |
| 2020-08-01 | 4.4758594256 |
| 2020-09-01 | 4.3858082885 |
| 2020-10-01 | 4.3043627504 |
| 2020-11-01 | 4.3074699343 |
| 2020-12-01 | 4.2851974137 |
| 2021-01-01 | 4.2257998322 |
| 2021-02-01 | 4.0965319729 |
| 2021-03-01 | 4.1943913135 |
| 2021-04-01 | 4.1974980211 |
| 2021-05-01 | 4.1357616660 |
| 2021-06-01 | 4.1147358633 |
| 2021-07-01 | 3.7726508271 |
| 2021-08-01 | 3.7906525406 |
| 2021-09-01 | 3.6927529454 |
| 2021-10-01 | 3.7000857982 |
| 2021-11-01 | 3.7045959773 |
| 2021-12-01 | 3.7886169496 |
| 2022-01-01 | 3.6157270791 |
| 2022-02-01 | 3.5967211407 |
| 2022-03-01 | 3.5934147032 |
| 2022-04-01 | 3.5950807545 |
| 2022-05-01 | 3.6239644724 |
| 2022-06-01 | 3.6104631139 |
| 2022-07-01 | 3.6776562656 |
| 2022-08-01 | 3.7006127227 |
| 2022-09-01 | 3.8018033844 |
| 2022-10-01 | 3.7958734467 |
| 2022-11-01 | 3.8032889744 |
| 2022-12-01 | 3.7914844946 |
| 2023-01-01 | 3.8091448778 |
| 2023-02-01 | 3.8978891651 |
| 2023-03-01 | 3.8969431910 |
| 2023-04-01 | 3.8990879862 |
| 2023-05-01 | 3.8086132702 |
| 2023-06-01 | 3.9071384032 |
| 2023-07-01 | 3.7772004804 |
| 2023-08-01 | 3.7068897277 |
| 2023-09-01 | 3.7068121988 |
| 2023-10-01 | 3.6978655787 |
| 2023-11-01 | 3.6037171794 |
| 2023-12-01 | 3.5925103259 |
| 2024-01-01 | 3.6061478584 |
| 2024-02-01 | 3.6017622937 |
| 2024-03-01 | 3.4018035863 |
| 2024-04-01 | 3.4021359993 |
| 2024-05-01 | 3.3936900571 |
| 2024-06-01 | 3.3977525785 |
| 2024-07-01 | 3.3784644630 |
| 2024-08-01 | 3.4116889781 |
| 2024-09-01 | 3.3108798465 |
| 2024-10-01 | 3.2992092374 |
| 2024-11-01 | 3.3066655460 |
| 2024-12-01 | 3.3939339666 |
| 2025-01-01 | 3.1011639229 |
| 2025-02-01 | 3.2037400089 |
| 2025-03-01 | 3.2058212195 |
| 2025-04-01 | 3.2083588011 |
| 2025-05-01 | 3.1831202909 |
| 2025-06-01 | 3.0908348400 |
| 2025-07-01 | 3.0797440324 |
| 2025-08-01 | 3.0093590160 |
| 2025-09-01 | 3.0138883164 |
| 2025-10-01 | 3.0036737586 |
| 2025-11-01 | 3.0078157217 |
| 2025-12-01 | 2.9932606992 |
| 2026-01-01 | 2.9995213962 |
| 2026-02-01 | 3.0066256324 |
| 2026-03-01 | 3.0076085281 |
| 2026-04-01 | 3.0096319890 |
| 2026-05-01 | 3.0774861392 |
| 2026-06-01 | 3.0865466886 |
| 2026-07-01 | 3.0789575327 |
| 2026-08-01 | 3.1077194223 |
| 2026-09-01 | 3.1192797791 |