Table Data - All Employees: Mining, Logging, and Construction in Lawton, OK (MSA)
| Title | All Employees: Mining, Logging, and Construction in Lawton, OK (MSA) |
|---|---|
| Series ID | LAWT040NRMN |
| 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 12:14 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 | 1.1152954148 |
| 1990-02-01 | 1.0095473947 |
| 1990-03-01 | 1.0707646098 |
| 1990-04-01 | 1.0764643785 |
| 1990-05-01 | 1.1551607282 |
| 1990-06-01 | 1.2441951955 |
| 1990-07-01 | 1.2784837812 |
| 1990-08-01 | 1.2626693321 |
| 1990-09-01 | 1.1739371881 |
| 1990-10-01 | 1.1659323022 |
| 1990-11-01 | 1.0566923604 |
| 1990-12-01 | 1.0862751878 |
| 1991-01-01 | 1.1196275744 |
| 1991-02-01 | 1.2165189973 |
| 1991-03-01 | 1.3719702307 |
| 1991-04-01 | 1.2706828043 |
| 1991-05-01 | 1.2496929255 |
| 1991-06-01 | 1.2449690394 |
| 1991-07-01 | 1.1773310380 |
| 1991-08-01 | 1.1663643079 |
| 1991-09-01 | 1.1729132069 |
| 1991-10-01 | 1.1652566934 |
| 1991-11-01 | 1.2559944683 |
| 1991-12-01 | 1.2813631170 |
| 1992-01-01 | 1.3252986158 |
| 1992-02-01 | 1.3288916963 |
| 1992-03-01 | 1.2755257903 |
| 1992-04-01 | 1.2573064114 |
| 1992-05-01 | 1.3402578275 |
| 1992-06-01 | 1.3463871678 |
| 1992-07-01 | 1.4828127333 |
| 1992-08-01 | 1.5730535179 |
| 1992-09-01 | 1.6720022451 |
| 1992-10-01 | 1.6616411449 |
| 1992-11-01 | 1.6529256855 |
| 1992-12-01 | 1.6709800560 |
| 1993-01-01 | 1.5308060540 |
| 1993-02-01 | 1.6448307465 |
| 1993-03-01 | 1.6822687008 |
| 1993-04-01 | 1.6510005554 |
| 1993-05-01 | 1.5259006502 |
| 1993-06-01 | 1.5517335163 |
| 1993-07-01 | 1.4801651731 |
| 1993-08-01 | 1.4762069960 |
| 1993-09-01 | 1.4670816905 |
| 1993-10-01 | 1.5626818987 |
| 1993-11-01 | 1.5516745192 |
| 1993-12-01 | 1.5675266707 |
| 1994-01-01 | 1.5356080030 |
| 1994-02-01 | 1.4631015190 |
| 1994-03-01 | 1.5832291220 |
| 1994-04-01 | 1.6412401222 |
| 1994-05-01 | 1.7096300647 |
| 1994-06-01 | 1.6572532192 |
| 1994-07-01 | 1.6791493031 |
| 1994-08-01 | 1.5765385902 |
| 1994-09-01 | 1.5729905571 |
| 1994-10-01 | 1.4641294342 |
| 1994-11-01 | 1.4472944873 |
| 1994-12-01 | 1.4671442352 |
| 1995-01-01 | 1.5387169938 |
| 1995-02-01 | 1.3769257152 |
| 1995-03-01 | 1.3797561585 |
| 1995-04-01 | 1.4400512575 |
| 1995-05-01 | 1.3917583529 |
| 1995-06-01 | 1.4668542563 |
| 1995-07-01 | 1.3650428302 |
| 1995-08-01 | 1.4720356236 |
| 1995-09-01 | 1.4795896698 |
| 1995-10-01 | 1.5756699678 |
| 1995-11-01 | 1.5517918329 |
| 1995-12-01 | 1.5714111722 |
| 1996-01-01 | 1.5389914855 |
| 1996-02-01 | 1.5817259832 |
| 1996-03-01 | 1.5701919638 |
| 1996-04-01 | 1.5365067274 |
| 1996-05-01 | 1.5792806764 |
| 1996-06-01 | 1.5751976547 |
| 1996-07-01 | 1.6556428688 |
| 1996-08-01 | 1.5646288336 |
| 1996-09-01 | 1.5885406644 |
| 1996-10-01 | 1.4892386297 |
| 1996-11-01 | 1.5621568997 |
| 1996-12-01 | 1.3724143777 |
| 1997-01-01 | 1.4398584731 |
| 1997-02-01 | 1.3767985824 |
| 1997-03-01 | 1.3535702913 |
| 1997-04-01 | 1.3419120368 |
| 1997-05-01 | 1.3723909182 |
| 1997-06-01 | 1.2853924950 |
| 1997-07-01 | 1.1435630349 |
| 1997-08-01 | 1.3581021421 |
| 1997-09-01 | 1.2861011228 |
| 1997-10-01 | 1.4027305258 |
| 1997-11-01 | 1.4803697108 |
| 1997-12-01 | 1.4766798643 |
| 1998-01-01 | 1.5425372069 |
| 1998-02-01 | 1.5725574590 |
| 1998-03-01 | 1.6334853547 |
| 1998-04-01 | 1.6399997767 |
| 1998-05-01 | 1.4703528221 |
| 1998-06-01 | 1.5888667836 |
| 1998-07-01 | 1.6393790261 |
| 1998-08-01 | 1.4507464294 |
| 1998-09-01 | 1.5879599228 |
| 1998-10-01 | 1.6092540317 |
| 1998-11-01 | 1.5986259711 |
| 1998-12-01 | 1.6828316145 |
| 1999-01-01 | 1.6499775568 |
| 1999-02-01 | 1.6701318672 |
| 1999-03-01 | 1.6135766595 |
| 1999-04-01 | 1.6350888874 |
| 1999-05-01 | 1.5674385806 |
| 1999-06-01 | 1.6840446716 |
| 1999-07-01 | 1.7351414780 |
| 1999-08-01 | 1.7482063958 |
| 1999-09-01 | 1.7900334595 |
| 1999-10-01 | 1.7155119995 |
| 1999-11-01 | 1.7178110108 |
| 1999-12-01 | 1.7912800052 |
| 2000-01-01 | 1.7542450335 |
| 2000-02-01 | 1.7671263359 |
| 2000-03-01 | 1.8028571180 |
| 2000-04-01 | 1.7237176838 |
| 2000-05-01 | 1.7653451631 |
| 2000-06-01 | 1.7712997750 |
| 2000-07-01 | 1.7382776022 |
| 2000-08-01 | 1.7474705479 |
| 2000-09-01 | 1.7941606988 |
| 2000-10-01 | 1.8170413366 |
| 2000-11-01 | 1.7340380630 |
| 2000-12-01 | 1.7036153411 |
| 2001-01-01 | 1.6565989530 |
| 2001-02-01 | 1.6609597712 |
| 2001-03-01 | 1.6949751215 |
| 2001-04-01 | 1.7142553426 |
| 2001-05-01 | 1.6634482420 |
| 2001-06-01 | 1.6568046788 |
| 2001-07-01 | 1.6426379233 |
| 2001-08-01 | 1.6505244756 |
| 2001-09-01 | 1.5997832108 |
| 2001-10-01 | 1.6173572283 |
| 2001-11-01 | 1.6424867914 |
| 2001-12-01 | 1.6186756006 |
| 2002-01-01 | 1.6557264022 |
| 2002-02-01 | 1.6501226027 |
| 2002-03-01 | 1.6935363616 |
| 2002-04-01 | 1.7035379733 |
| 2002-05-01 | 1.7629156074 |
| 2002-06-01 | 1.7470371719 |
| 2002-07-01 | 1.7486833531 |
| 2002-08-01 | 1.7545615075 |
| 2002-09-01 | 1.7081114790 |
| 2002-10-01 | 1.7170300670 |
| 2002-11-01 | 1.7430106847 |
| 2002-12-01 | 1.7305352562 |
| 2003-01-01 | 1.7508665813 |
| 2003-02-01 | 1.7391687658 |
| 2003-03-01 | 1.6963050601 |
| 2003-04-01 | 1.6940535056 |
| 2003-05-01 | 1.6643721149 |
| 2003-06-01 | 1.6433368341 |
| 2003-07-01 | 1.5532578756 |
| 2003-08-01 | 1.5584746706 |
| 2003-09-01 | 1.6180395226 |
| 2003-10-01 | 1.6180539284 |
| 2003-11-01 | 1.5387925382 |
| 2003-12-01 | 1.5305873668 |
| 2004-01-01 | 1.5465310364 |
| 2004-02-01 | 1.5273217597 |
| 2004-03-01 | 1.5035898502 |
| 2004-04-01 | 1.4885551402 |
| 2004-05-01 | 1.4698190160 |
| 2004-06-01 | 1.5472559882 |
| 2004-07-01 | 1.4566246151 |
| 2004-08-01 | 1.4607125372 |
| 2004-09-01 | 1.4207585156 |
| 2004-10-01 | 1.4167187257 |
| 2004-11-01 | 1.4345897509 |
| 2004-12-01 | 1.5243306406 |
| 2005-01-01 | 1.4441040104 |
| 2005-02-01 | 1.5211359652 |
| 2005-03-01 | 1.5120904303 |
| 2005-04-01 | 1.4871398370 |
| 2005-05-01 | 1.4734733028 |
| 2005-06-01 | 1.5537878225 |
| 2005-07-01 | 1.5588654348 |
| 2005-08-01 | 1.5577633888 |
| 2005-09-01 | 1.6227595492 |
| 2005-10-01 | 1.6150580208 |
| 2005-11-01 | 1.6284634648 |
| 2005-12-01 | 1.6160684225 |
| 2006-01-01 | 1.6457588057 |
| 2006-02-01 | 1.6203690372 |
| 2006-03-01 | 1.6196218815 |
| 2006-04-01 | 1.6851719438 |
| 2006-05-01 | 1.6772474713 |
| 2006-06-01 | 1.6630794625 |
| 2006-07-01 | 1.6570313333 |
| 2006-08-01 | 1.6529575074 |
| 2006-09-01 | 1.6253444419 |
| 2006-10-01 | 1.6096550603 |
| 2006-11-01 | 1.6206666698 |
| 2006-12-01 | 1.6100017227 |
| 2007-01-01 | 1.5493661520 |
| 2007-02-01 | 1.5293665747 |
| 2007-03-01 | 1.5263525189 |
| 2007-04-01 | 1.4844553655 |
| 2007-05-01 | 1.4734725447 |
| 2007-06-01 | 1.4685445672 |
| 2007-07-01 | 1.4529017215 |
| 2007-08-01 | 1.5464567401 |
| 2007-09-01 | 1.6312802550 |
| 2007-10-01 | 1.6083371653 |
| 2007-11-01 | 1.6130172130 |
| 2007-12-01 | 1.6042645382 |
| 2008-01-01 | 1.7551059757 |
| 2008-02-01 | 1.7412427907 |
| 2008-03-01 | 1.7261064697 |
| 2008-04-01 | 1.6848715428 |
| 2008-05-01 | 1.7658340462 |
| 2008-06-01 | 1.7738885342 |
| 2008-07-01 | 1.7512788667 |
| 2008-08-01 | 1.7462183332 |
| 2008-09-01 | 1.7325519869 |
| 2008-10-01 | 1.7042572792 |
| 2008-11-01 | 1.7097047084 |
| 2008-12-01 | 1.7006804499 |
| 2009-01-01 | 1.7599976841 |
| 2009-02-01 | 1.7537950088 |
| 2009-03-01 | 1.7173103440 |
| 2009-04-01 | 1.7881577625 |
| 2009-05-01 | 1.7584156666 |
| 2009-06-01 | 1.7738996977 |
| 2009-07-01 | 1.8522913682 |
| 2009-08-01 | 1.8546969404 |
| 2009-09-01 | 1.8337008662 |
| 2009-10-01 | 1.9008040474 |
| 2009-11-01 | 1.9035028585 |
| 2009-12-01 | 1.8965585213 |
| 2010-01-01 | 1.8650967071 |
| 2010-02-01 | 1.8629903235 |
| 2010-03-01 | 1.9033189651 |
| 2010-04-01 | 1.8904731434 |
| 2010-05-01 | 1.9569161678 |
| 2010-06-01 | 1.9768776239 |
| 2010-07-01 | 1.9520778071 |
| 2010-08-01 | 1.9714848732 |
| 2010-09-01 | 1.9320889829 |
| 2010-10-01 | 1.8958453800 |
| 2010-11-01 | 1.8961783168 |
| 2010-12-01 | 1.8909266230 |
| 2011-01-01 | 1.8676149541 |
| 2011-02-01 | 1.8683387908 |
| 2011-03-01 | 1.8907375907 |
| 2011-04-01 | 1.9934596210 |
| 2011-05-01 | 1.9586284791 |
| 2011-06-01 | 1.8756910356 |
| 2011-07-01 | 1.8520711201 |
| 2011-08-01 | 1.8932844013 |
| 2011-09-01 | 1.9341614282 |
| 2011-10-01 | 1.8940225064 |
| 2011-11-01 | 1.8854298483 |
| 2011-12-01 | 1.7846008811 |
| 2012-01-01 | 1.9655792210 |
| 2012-02-01 | 2.0666376694 |
| 2012-03-01 | 1.9836626096 |
| 2012-04-01 | 1.8950802006 |
| 2012-05-01 | 1.8642572768 |
| 2012-06-01 | 1.9787028112 |
| 2012-07-01 | 1.8495327451 |
| 2012-08-01 | 1.8076338405 |
| 2012-09-01 | 1.8354419350 |
| 2012-10-01 | 1.8960949202 |
| 2012-11-01 | 1.8821088144 |
| 2012-12-01 | 1.9825667707 |
| 2013-01-01 | 1.7577724004 |
| 2013-02-01 | 1.7588184661 |
| 2013-03-01 | 1.7799031048 |
| 2013-04-01 | 1.7972565644 |
| 2013-05-01 | 1.6734974031 |
| 2013-06-01 | 1.7791095978 |
| 2013-07-01 | 1.8428357926 |
| 2013-08-01 | 1.8158268686 |
| 2013-09-01 | 1.8352861028 |
| 2013-10-01 | 1.8017799173 |
| 2013-11-01 | 1.7812580598 |
| 2013-12-01 | 1.7852679734 |
| 2014-01-01 | 1.7516627889 |
| 2014-02-01 | 1.7526468281 |
| 2014-03-01 | 1.6821436697 |
| 2014-04-01 | 1.5948091643 |
| 2014-05-01 | 1.6815264387 |
| 2014-06-01 | 1.6813207459 |
| 2014-07-01 | 1.6326669000 |
| 2014-08-01 | 1.6080580304 |
| 2014-09-01 | 1.6326435845 |
| 2014-10-01 | 1.7114734570 |
| 2014-11-01 | 1.7893137485 |
| 2014-12-01 | 1.7924208500 |
| 2015-01-01 | 1.8464345270 |
| 2015-02-01 | 1.8465926842 |
| 2015-03-01 | 1.6866307643 |
| 2015-04-01 | 1.7992835568 |
| 2015-05-01 | 1.6844605705 |
| 2015-06-01 | 1.7789386548 |
| 2015-07-01 | 1.9222989054 |
| 2015-08-01 | 1.7896233910 |
| 2015-09-01 | 1.7270394336 |
| 2015-10-01 | 1.7241898886 |
| 2015-11-01 | 1.7005630079 |
| 2015-12-01 | 1.7029309770 |
| 2016-01-01 | 1.7447732018 |
| 2016-02-01 | 1.7442228051 |
| 2016-03-01 | 1.7884019629 |
| 2016-04-01 | 1.8073333882 |
| 2016-05-01 | 1.7847904363 |
| 2016-06-01 | 1.7754625273 |
| 2016-07-01 | 1.8148725101 |
| 2016-08-01 | 1.7645489412 |
| 2016-09-01 | 1.8147364282 |
| 2016-10-01 | 1.7365282412 |
| 2016-11-01 | 1.7177372151 |
| 2016-12-01 | 1.7161021921 |
| 2017-01-01 | 1.6421176757 |
| 2017-02-01 | 1.6420499156 |
| 2017-03-01 | 1.6891729907 |
| 2017-04-01 | 1.7195242665 |
| 2017-05-01 | 1.6830730733 |
| 2017-06-01 | 1.6697778039 |
| 2017-07-01 | 1.6100790118 |
| 2017-08-01 | 1.6455540466 |
| 2017-09-01 | 1.6026134399 |
| 2017-10-01 | 1.7423992053 |
| 2017-11-01 | 1.6289290770 |
| 2017-12-01 | 1.6257364723 |
| 2018-01-01 | 1.6439408732 |
| 2018-02-01 | 1.6438142445 |
| 2018-03-01 | 1.4924204640 |
| 2018-04-01 | 1.5263097993 |
| 2018-05-01 | 1.5809616205 |
| 2018-06-01 | 1.5653669092 |
| 2018-07-01 | 1.6079398080 |
| 2018-08-01 | 1.6330743221 |
| 2018-09-01 | 1.6946130907 |
| 2018-10-01 | 1.5403399492 |
| 2018-11-01 | 1.5372604144 |
| 2018-12-01 | 1.5371085367 |
| 2019-01-01 | 1.5419967626 |
| 2019-02-01 | 1.5397648268 |
| 2019-03-01 | 1.5961065276 |
| 2019-04-01 | 1.5342663835 |
| 2019-05-01 | 1.4787232728 |
| 2019-06-01 | 1.5643802279 |
| 2019-07-01 | 1.7053385282 |
| 2019-08-01 | 1.5308450159 |
| 2019-09-01 | 1.5924393373 |
| 2019-10-01 | 1.5337876645 |
| 2019-11-01 | 1.5393338097 |
| 2019-12-01 | 1.5463389227 |
| 2020-01-01 | 1.5414173233 |
| 2020-02-01 | 1.5332335691 |
| 2020-03-01 | 1.4969517322 |
| 2020-04-01 | 1.5360756046 |
| 2020-05-01 | 1.5767936693 |
| 2020-06-01 | 1.5700793556 |
| 2020-07-01 | 1.5061325840 |
| 2020-08-01 | 1.5344937822 |
| 2020-09-01 | 1.4906397192 |
| 2020-10-01 | 1.5204393464 |
| 2020-11-01 | 1.5432587442 |
| 2020-12-01 | 1.5596296743 |
| 2021-01-01 | 1.5376079145 |
| 2021-02-01 | 1.4251349233 |
| 2021-03-01 | 1.4934915864 |
| 2021-04-01 | 1.6369754636 |
| 2021-05-01 | 1.5721004411 |
| 2021-06-01 | 1.5771752510 |
| 2021-07-01 | 1.6113388619 |
| 2021-08-01 | 1.7427584717 |
| 2021-09-01 | 1.5884887752 |
| 2021-10-01 | 1.6061500311 |
| 2021-11-01 | 1.4471627082 |
| 2021-12-01 | 1.4672512899 |
| 2022-01-01 | 1.5391345961 |
| 2022-02-01 | 1.7231790880 |
| 2022-03-01 | 1.8881426815 |
| 2022-04-01 | 1.4300138985 |
| 2022-05-01 | 1.3622777494 |
| 2022-06-01 | 1.3839541192 |
| 2022-07-01 | 1.4203926973 |
| 2022-08-01 | 1.3521429111 |
| 2022-09-01 | 1.3911788828 |
| 2022-10-01 | 1.3945862677 |
| 2022-11-01 | 1.4503780191 |
| 2022-12-01 | 1.4716019213 |
| 2023-01-01 | 1.4343326768 |
| 2023-02-01 | 1.5240245042 |
| 2023-03-01 | 1.4831754412 |
| 2023-04-01 | 1.5290611611 |
| 2023-05-01 | 1.5528518787 |
| 2023-06-01 | 1.4840845593 |
| 2023-07-01 | 1.8286706733 |
| 2023-08-01 | 1.5595126702 |
| 2023-09-01 | 1.8959573885 |
| 2023-10-01 | 1.8921444232 |
| 2023-11-01 | 1.7512199631 |
| 2023-12-01 | 1.7665088927 |
| 2024-01-01 | 1.8334145254 |
| 2024-02-01 | 1.9274490680 |
| 2024-03-01 | 2.0825265273 |
| 2024-04-01 | 1.7246257443 |
| 2024-05-01 | 1.7444546659 |
| 2024-06-01 | 1.7815635015 |
| 2024-07-01 | 1.7355836711 |
| 2024-08-01 | 1.7645654228 |
| 2024-09-01 | 1.8003364919 |
| 2024-10-01 | 1.7941623259 |
| 2024-11-01 | 1.7524094160 |
| 2024-12-01 | 1.7602908387 |
| 2025-01-01 | 1.7276233878 |
| 2025-02-01 | 1.7325937216 |
| 2025-03-01 | 1.7862855984 |
| 2025-04-01 | 1.9234618365 |
| 2025-05-01 | 1.8392855196 |
| 2025-06-01 | 1.6717634549 |
| 2025-07-01 | 1.6420670560 |
| 2025-08-01 | 1.5676772855 |
| 2025-09-01 | 1.5046076946 |
| 2025-10-01 | 1.4981602447 |
| 2025-11-01 | 1.5521901290 |
| 2025-12-01 | 1.5517492475 |
| 2026-01-01 | 1.5264676169 |
| 2026-02-01 | 1.4380117176 |
| 2026-03-01 | 1.3923839247 |
| 2026-04-01 | 1.4185701910 |
| 2026-05-01 | 1.4363731052 |
| 2026-06-01 | 1.4654898830 |
| 2026-07-01 | 1.4435352785 |
| 2026-08-01 | 1.4692603993 |