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 2026-07-01 |
| Last Updated | 2026-08-21 7:37 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 | 1.11529541482666 |
| 1990-02-01 | 1.00954739473422 |
| 1990-03-01 | 1.07076460982148 |
| 1990-04-01 | 1.07646437849376 |
| 1990-05-01 | 1.15516072817891 |
| 1990-06-01 | 1.24419519545264 |
| 1990-07-01 | 1.27848378124276 |
| 1990-08-01 | 1.26266933208018 |
| 1990-09-01 | 1.17393718807891 |
| 1990-10-01 | 1.16593230218655 |
| 1990-11-01 | 1.05669236037781 |
| 1990-12-01 | 1.08627518783994 |
| 1991-01-01 | 1.11962757444161 |
| 1991-02-01 | 1.21651899734485 |
| 1991-03-01 | 1.37197023070734 |
| 1991-04-01 | 1.27068280434243 |
| 1991-05-01 | 1.24969292554456 |
| 1991-06-01 | 1.24496903938931 |
| 1991-07-01 | 1.17733103797249 |
| 1991-08-01 | 1.16636430789507 |
| 1991-09-01 | 1.17291320687939 |
| 1991-10-01 | 1.16525669337210 |
| 1991-11-01 | 1.25599446832758 |
| 1991-12-01 | 1.28136311695584 |
| 1992-01-01 | 1.32529861584355 |
| 1992-02-01 | 1.32889169628338 |
| 1992-03-01 | 1.27552579031595 |
| 1992-04-01 | 1.25730641139777 |
| 1992-05-01 | 1.34025782745467 |
| 1992-06-01 | 1.34638716782021 |
| 1992-07-01 | 1.48281273334233 |
| 1992-08-01 | 1.57305351787033 |
| 1992-09-01 | 1.67200224512177 |
| 1992-10-01 | 1.66164114494700 |
| 1992-11-01 | 1.65292568545737 |
| 1992-12-01 | 1.67098005597206 |
| 1993-01-01 | 1.53080605397805 |
| 1993-02-01 | 1.64483074649520 |
| 1993-03-01 | 1.68226870076701 |
| 1993-04-01 | 1.65100055544427 |
| 1993-05-01 | 1.52590065024470 |
| 1993-06-01 | 1.55173351625115 |
| 1993-07-01 | 1.48016517308270 |
| 1993-08-01 | 1.47620699601242 |
| 1993-09-01 | 1.46708169046082 |
| 1993-10-01 | 1.56268189866314 |
| 1993-11-01 | 1.55167451922221 |
| 1993-12-01 | 1.56752667072090 |
| 1994-01-01 | 1.53560800301120 |
| 1994-02-01 | 1.46310151899109 |
| 1994-03-01 | 1.58322912202119 |
| 1994-04-01 | 1.64124012220828 |
| 1994-05-01 | 1.70963006469990 |
| 1994-06-01 | 1.65725321919975 |
| 1994-07-01 | 1.67914930311076 |
| 1994-08-01 | 1.57653859023372 |
| 1994-09-01 | 1.57299055707194 |
| 1994-10-01 | 1.46412943416274 |
| 1994-11-01 | 1.44729448727569 |
| 1994-12-01 | 1.46714423516812 |
| 1995-01-01 | 1.53871699380136 |
| 1995-02-01 | 1.37692571516567 |
| 1995-03-01 | 1.37975615851499 |
| 1995-04-01 | 1.44005125751306 |
| 1995-05-01 | 1.39175835290894 |
| 1995-06-01 | 1.46685425630179 |
| 1995-07-01 | 1.36504283015729 |
| 1995-08-01 | 1.47203562356294 |
| 1995-09-01 | 1.47958966979442 |
| 1995-10-01 | 1.57566996779131 |
| 1995-11-01 | 1.55179183286328 |
| 1995-12-01 | 1.57141117222657 |
| 1996-01-01 | 1.53899148548795 |
| 1996-02-01 | 1.58172598322761 |
| 1996-03-01 | 1.57019196380565 |
| 1996-04-01 | 1.53650672742667 |
| 1996-05-01 | 1.57928067636674 |
| 1996-06-01 | 1.57519765471950 |
| 1996-07-01 | 1.65564286882816 |
| 1996-08-01 | 1.56462883356571 |
| 1996-09-01 | 1.58854066444695 |
| 1996-10-01 | 1.48923862966428 |
| 1996-11-01 | 1.56215689966616 |
| 1996-12-01 | 1.37241437771606 |
| 1997-01-01 | 1.43985847306699 |
| 1997-02-01 | 1.37679858241058 |
| 1997-03-01 | 1.35357029132831 |
| 1997-04-01 | 1.34191203682671 |
| 1997-05-01 | 1.37239091818049 |
| 1997-06-01 | 1.28539249503208 |
| 1997-07-01 | 1.14356303487949 |
| 1997-08-01 | 1.35810214205608 |
| 1997-09-01 | 1.28610112280381 |
| 1997-10-01 | 1.40273052577915 |
| 1997-11-01 | 1.48036971078173 |
| 1997-12-01 | 1.47667986431557 |
| 1998-01-01 | 1.54253720685582 |
| 1998-02-01 | 1.57255745897705 |
| 1998-03-01 | 1.63348535473849 |
| 1998-04-01 | 1.63999977671750 |
| 1998-05-01 | 1.47035282214919 |
| 1998-06-01 | 1.58886678359615 |
| 1998-07-01 | 1.63937902612733 |
| 1998-08-01 | 1.45074642936618 |
| 1998-09-01 | 1.58795992278419 |
| 1998-10-01 | 1.60925403169655 |
| 1998-11-01 | 1.59862597109082 |
| 1998-12-01 | 1.68283161446204 |
| 1999-01-01 | 1.64997755682263 |
| 1999-02-01 | 1.67013186716909 |
| 1999-03-01 | 1.61357665950315 |
| 1999-04-01 | 1.63508888742450 |
| 1999-05-01 | 1.56743858063353 |
| 1999-06-01 | 1.68404467164260 |
| 1999-07-01 | 1.73514147799691 |
| 1999-08-01 | 1.74820639576199 |
| 1999-09-01 | 1.79003345953509 |
| 1999-10-01 | 1.71551199948574 |
| 1999-11-01 | 1.71781101075732 |
| 1999-12-01 | 1.79128000515415 |
| 2000-01-01 | 1.75424503344838 |
| 2000-02-01 | 1.76712633591055 |
| 2000-03-01 | 1.80285711795787 |
| 2000-04-01 | 1.72371768384077 |
| 2000-05-01 | 1.76534516309497 |
| 2000-06-01 | 1.77129977508385 |
| 2000-07-01 | 1.73827760226059 |
| 2000-08-01 | 1.74747054790706 |
| 2000-09-01 | 1.79416069882030 |
| 2000-10-01 | 1.81704133650528 |
| 2000-11-01 | 1.73403806286738 |
| 2000-12-01 | 1.70361534100059 |
| 2001-01-01 | 1.65659895296535 |
| 2001-02-01 | 1.66095977126415 |
| 2001-03-01 | 1.69497512167912 |
| 2001-04-01 | 1.71425534283276 |
| 2001-05-01 | 1.66344824221007 |
| 2001-06-01 | 1.65680467901479 |
| 2001-07-01 | 1.64263792334852 |
| 2001-08-01 | 1.65052447544049 |
| 2001-09-01 | 1.59978321028257 |
| 2001-10-01 | 1.61735722760982 |
| 2001-11-01 | 1.64248679070167 |
| 2001-12-01 | 1.61867560021530 |
| 2002-01-01 | 1.65572640259147 |
| 2002-02-01 | 1.65012260339559 |
| 2002-03-01 | 1.69353636325381 |
| 2002-04-01 | 1.70353797473086 |
| 2002-05-01 | 1.76291560887301 |
| 2002-06-01 | 1.74703717163750 |
| 2002-07-01 | 1.74868335191807 |
| 2002-08-01 | 1.75456150566151 |
| 2002-09-01 | 1.70811147646798 |
| 2002-10-01 | 1.71703006422211 |
| 2002-11-01 | 1.74301068249827 |
| 2002-12-01 | 1.73053525513976 |
| 2003-01-01 | 1.75086658259952 |
| 2003-02-01 | 1.73916876843692 |
| 2003-03-01 | 1.69630507219223 |
| 2003-04-01 | 1.69405350935128 |
| 2003-05-01 | 1.66437211747631 |
| 2003-06-01 | 1.64333683177360 |
| 2003-07-01 | 1.55325787017166 |
| 2003-08-01 | 1.55847466341216 |
| 2003-09-01 | 1.61803951518373 |
| 2003-10-01 | 1.61805392157950 |
| 2003-11-01 | 1.53879253315205 |
| 2003-12-01 | 1.53058736417118 |
| 2004-01-01 | 1.54653103971945 |
| 2004-02-01 | 1.52732176761156 |
| 2004-03-01 | 1.50358987778526 |
| 2004-04-01 | 1.48855515464912 |
| 2004-05-01 | 1.46981903139205 |
| 2004-06-01 | 1.54725599890961 |
| 2004-07-01 | 1.45662454856738 |
| 2004-08-01 | 1.46071254100975 |
| 2004-09-01 | 1.42075849224044 |
| 2004-10-01 | 1.41671872408029 |
| 2004-11-01 | 1.43458974669674 |
| 2004-12-01 | 1.52433063078180 |
| 2005-01-01 | 1.44410401893422 |
| 2005-02-01 | 1.52113596233509 |
| 2005-03-01 | 1.51209045252821 |
| 2005-04-01 | 1.48713990088551 |
| 2005-05-01 | 1.47347332314445 |
| 2005-06-01 | 1.55378786487774 |
| 2005-07-01 | 1.55886535423613 |
| 2005-08-01 | 1.55776346397251 |
| 2005-09-01 | 1.62275955456517 |
| 2005-10-01 | 1.61505802412986 |
| 2005-11-01 | 1.62846336632369 |
| 2005-12-01 | 1.61606823097845 |
| 2006-01-01 | 1.64575864099825 |
| 2006-02-01 | 1.62036892845440 |
| 2006-03-01 | 1.61962193178116 |
| 2006-04-01 | 1.68517222691058 |
| 2006-05-01 | 1.67724773802820 |
| 2006-06-01 | 1.66307976896715 |
| 2006-07-01 | 1.65703139109246 |
| 2006-08-01 | 1.65295769301445 |
| 2006-09-01 | 1.62534440123232 |
| 2006-10-01 | 1.60965490604025 |
| 2006-11-01 | 1.62066620087359 |
| 2006-12-01 | 1.61000101788446 |
| 2007-01-01 | 1.54936553034440 |
| 2007-02-01 | 1.52936626380101 |
| 2007-03-01 | 1.52635275190797 |
| 2007-04-01 | 1.48445622789776 |
| 2007-05-01 | 1.47347348797383 |
| 2007-06-01 | 1.46854545504042 |
| 2007-07-01 | 1.45290209897824 |
| 2007-08-01 | 1.54645698033877 |
| 2007-09-01 | 1.63128011472420 |
| 2007-10-01 | 1.60833691103111 |
| 2007-11-01 | 1.61301621164212 |
| 2007-12-01 | 1.60426284896415 |
| 2008-01-01 | 1.75510427678229 |
| 2008-02-01 | 1.74124118849243 |
| 2008-03-01 | 1.72610513649748 |
| 2008-04-01 | 1.68487084715229 |
| 2008-05-01 | 1.76584724238855 |
| 2008-06-01 | 1.77388766314199 |
| 2008-07-01 | 1.75127769146741 |
| 2008-08-01 | 1.74621738601671 |
| 2008-09-01 | 1.73255101781356 |
| 2008-10-01 | 1.70425633718741 |
| 2008-11-01 | 1.70970294592400 |
| 2008-12-01 | 1.70067829575933 |
| 2009-01-01 | 1.75999531799887 |
| 2009-02-01 | 1.75379067516399 |
| 2009-03-01 | 1.71730846695858 |
| 2009-04-01 | 1.78815657093807 |
| 2009-05-01 | 1.75844192718425 |
| 2009-06-01 | 1.77389418688592 |
| 2009-07-01 | 1.85228845610660 |
| 2009-08-01 | 1.85469462798267 |
| 2009-09-01 | 1.83369987478623 |
| 2009-10-01 | 1.90080412087638 |
| 2009-11-01 | 1.90350152165845 |
| 2009-12-01 | 1.89656472912389 |
| 2010-01-01 | 1.86509047354276 |
| 2010-02-01 | 1.86297752267240 |
| 2010-03-01 | 1.90330908855403 |
| 2010-04-01 | 1.89046366161215 |
| 2010-05-01 | 1.95696783703995 |
| 2010-06-01 | 1.97686362954363 |
| 2010-07-01 | 1.95207246226563 |
| 2010-08-01 | 1.97148302454443 |
| 2010-09-01 | 1.93209257088334 |
| 2010-10-01 | 1.89585205670319 |
| 2010-11-01 | 1.89618268687371 |
| 2010-12-01 | 1.89094360094461 |
| 2011-01-01 | 1.86760169950963 |
| 2011-02-01 | 1.86830958413667 |
| 2011-03-01 | 1.89070991199676 |
| 2011-04-01 | 1.99344871431784 |
| 2011-05-01 | 1.95868807604883 |
| 2011-06-01 | 1.87566970108098 |
| 2011-07-01 | 1.85206655606154 |
| 2011-08-01 | 1.89328443076158 |
| 2011-09-01 | 1.93417353808733 |
| 2011-10-01 | 1.89404429463448 |
| 2011-11-01 | 1.88545041737823 |
| 2011-12-01 | 1.78464819337203 |
| 2012-01-01 | 1.96559174753064 |
| 2012-02-01 | 2.06663746215538 |
| 2012-03-01 | 1.98340663387347 |
| 2012-04-01 | 1.89510618466290 |
| 2012-05-01 | 1.86434982830886 |
| 2012-06-01 | 1.97868565653557 |
| 2012-07-01 | 1.84955148428587 |
| 2012-08-01 | 1.80763891802859 |
| 2012-09-01 | 1.83546944565254 |
| 2012-10-01 | 1.89614360384736 |
| 2012-11-01 | 1.88216272394567 |
| 2012-12-01 | 1.98264690492257 |
| 2013-01-01 | 1.75781017023152 |
| 2013-02-01 | 1.75883352883690 |
| 2013-03-01 | 1.77939713417112 |
| 2013-04-01 | 1.79729857327067 |
| 2013-05-01 | 1.67357886836674 |
| 2013-06-01 | 1.77909987590730 |
| 2013-07-01 | 1.84289505778365 |
| 2013-08-01 | 1.81586290877910 |
| 2013-09-01 | 1.83535986514021 |
| 2013-10-01 | 1.80188624725551 |
| 2013-11-01 | 1.78136491738042 |
| 2013-12-01 | 1.78537949854791 |
| 2014-01-01 | 1.75170371692925 |
| 2014-02-01 | 1.75264430203785 |
| 2014-03-01 | 1.68135343841759 |
| 2014-04-01 | 1.59483120962472 |
| 2014-05-01 | 1.68159584551884 |
| 2014-06-01 | 1.68133843842334 |
| 2014-07-01 | 1.63278779926945 |
| 2014-08-01 | 1.60813265435448 |
| 2014-09-01 | 1.63276427865783 |
| 2014-10-01 | 1.71168911543673 |
| 2014-11-01 | 1.78947755566988 |
| 2014-12-01 | 1.79258278884105 |
| 2015-01-01 | 1.84656150501543 |
| 2015-02-01 | 1.84672195933014 |
| 2015-03-01 | 1.68503758059985 |
| 2015-04-01 | 1.79920197034123 |
| 2015-05-01 | 1.68468863613286 |
| 2015-06-01 | 1.77911931676623 |
| 2015-07-01 | 1.92253406016259 |
| 2015-08-01 | 1.78977231927536 |
| 2015-09-01 | 1.72724702629858 |
| 2015-10-01 | 1.72449809969434 |
| 2015-11-01 | 1.70074995063632 |
| 2015-12-01 | 1.70309449292891 |
| 2016-01-01 | 1.74493026514569 |
| 2016-02-01 | 1.74438569231478 |
| 2016-03-01 | 1.78585198827414 |
| 2016-04-01 | 1.80693170374771 |
| 2016-05-01 | 1.78609779566322 |
| 2016-06-01 | 1.77561061013272 |
| 2016-07-01 | 1.81517996074980 |
| 2016-08-01 | 1.76468881947027 |
| 2016-09-01 | 1.81497563213897 |
| 2016-10-01 | 1.73686419007056 |
| 2016-11-01 | 1.71789440288805 |
| 2016-12-01 | 1.71622278695841 |
| 2017-01-01 | 1.64225406976567 |
| 2017-02-01 | 1.64220668821657 |
| 2017-03-01 | 1.68590910636832 |
| 2017-04-01 | 1.71881667209218 |
| 2017-05-01 | 1.68549099924847 |
| 2017-06-01 | 1.66992678898915 |
| 2017-07-01 | 1.61046254016946 |
| 2017-08-01 | 1.64569658632588 |
| 2017-09-01 | 1.60286259816262 |
| 2017-10-01 | 1.74265496371511 |
| 2017-11-01 | 1.62898347022675 |
| 2017-12-01 | 1.62573588549572 |
| 2018-01-01 | 1.64394244873593 |
| 2018-02-01 | 1.64363917819637 |
| 2018-03-01 | 1.48927146453570 |
| 2018-04-01 | 1.52537575021358 |
| 2018-05-01 | 1.58438973583319 |
| 2018-06-01 | 1.56543826942342 |
| 2018-07-01 | 1.60835698022549 |
| 2018-08-01 | 1.63312226006431 |
| 2018-09-01 | 1.69482156579870 |
| 2018-10-01 | 1.54054540112072 |
| 2018-11-01 | 1.53724047113982 |
| 2018-12-01 | 1.53662269770766 |
| 2019-01-01 | 1.54200638883105 |
| 2019-02-01 | 1.53946344504945 |
| 2019-03-01 | 1.59324147087249 |
| 2019-04-01 | 1.53326719226149 |
| 2019-05-01 | 1.48286626883697 |
| 2019-06-01 | 1.56442600954644 |
| 2019-07-01 | 1.70569216692990 |
| 2019-08-01 | 1.53079123177576 |
| 2019-09-01 | 1.59259767574715 |
| 2019-10-01 | 1.53389015994951 |
| 2019-11-01 | 1.53924185666026 |
| 2019-12-01 | 1.54535871067973 |
| 2020-01-01 | 1.54138932604897 |
| 2020-02-01 | 1.53269935654449 |
| 2020-03-01 | 1.49492536253285 |
| 2020-04-01 | 1.53511653781737 |
| 2020-05-01 | 1.58145630900274 |
| 2020-06-01 | 1.56993203305595 |
| 2020-07-01 | 1.50625672483815 |
| 2020-08-01 | 1.53425026543018 |
| 2020-09-01 | 1.49065339742852 |
| 2020-10-01 | 1.52040006501843 |
| 2020-11-01 | 1.54349271617387 |
| 2020-12-01 | 1.55815009590398 |
| 2021-01-01 | 1.53754359821999 |
| 2021-02-01 | 1.42466431056492 |
| 2021-03-01 | 1.49236340878894 |
| 2021-04-01 | 1.63622432180346 |
| 2021-05-01 | 1.57627099558505 |
| 2021-06-01 | 1.57694342577789 |
| 2021-07-01 | 1.61120980219278 |
| 2021-08-01 | 1.74243961626880 |
| 2021-09-01 | 1.58839815077267 |
| 2021-10-01 | 1.60600326524260 |
| 2021-11-01 | 1.44778321704951 |
| 2021-12-01 | 1.46575705985735 |
| 2022-01-01 | 1.53903846303798 |
| 2022-02-01 | 1.72272583122263 |
| 2022-03-01 | 1.88788656831717 |
| 2022-04-01 | 1.42947768812104 |
| 2022-05-01 | 1.36521421841679 |
| 2022-06-01 | 1.38362025909400 |
| 2022-07-01 | 1.42003758620146 |
| 2022-08-01 | 1.35180055712513 |
| 2022-09-01 | 1.39112874942391 |
| 2022-10-01 | 1.39452339218713 |
| 2022-11-01 | 1.45153311451424 |
| 2022-12-01 | 1.47025704473709 |
| 2023-01-01 | 1.43442088684947 |
| 2023-02-01 | 1.52399129642296 |
| 2023-03-01 | 1.48295970128090 |
| 2023-04-01 | 1.52855317733077 |
| 2023-05-01 | 1.55441771376831 |
| 2023-06-01 | 1.48327419335745 |
| 2023-07-01 | 1.82752816286008 |
| 2023-08-01 | 1.56015669141881 |
| 2023-09-01 | 1.89639634400300 |
| 2023-10-01 | 1.89226924427950 |
| 2023-11-01 | 1.75252180111633 |
| 2023-12-01 | 1.76575089729978 |
| 2024-01-01 | 1.83363475689224 |
| 2024-02-01 | 1.92769519815685 |
| 2024-03-01 | 2.08233861368617 |
| 2024-04-01 | 1.72406047725869 |
| 2024-05-01 | 1.74480944167223 |
| 2024-06-01 | 1.77987321518964 |
| 2024-07-01 | 1.73314810879675 |
| 2024-08-01 | 1.76649078614654 |
| 2024-09-01 | 1.80144138880500 |
| 2024-10-01 | 1.79454251213670 |
| 2024-11-01 | 1.75398106036474 |
| 2024-12-01 | 1.76010849100240 |
| 2025-01-01 | 1.72793888180208 |
| 2025-02-01 | 1.73314423454691 |
| 2025-03-01 | 1.78619538805134 |
| 2025-04-01 | 1.92288524352436 |
| 2025-05-01 | 1.83845694684585 |
| 2025-06-01 | 1.66915167027685 |
| 2025-07-01 | 1.63822187351848 |
| 2025-08-01 | 1.57072252115641 |
| 2025-09-01 | 1.50650303465316 |
| 2025-10-01 | 1.49886826974391 |
| 2025-11-01 | 1.55376075802601 |
| 2025-12-01 | 1.55218382811450 |
| 2026-01-01 | 1.52691332096425 |
| 2026-02-01 | 1.43868644198277 |
| 2026-03-01 | 1.39252603465482 |
| 2026-04-01 | 1.41810118726140 |
| 2026-05-01 | 1.43459829326125 |
| 2026-06-01 | 1.46227159975911 |
| 2026-07-01 | 1.43869633699038 |