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 2025-11-01 |
| Last Updated | 2026-01-07 9:51 PM CST |
| 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 | 1.34191203682672 |
| 1997-05-01 | 1.37239091818049 |
| 1997-06-01 | 1.28539249503208 |
| 1997-07-01 | 1.14356303487949 |
| 1997-08-01 | 1.35810214205607 |
| 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 | 1.47035282214920 |
| 1998-06-01 | 1.58886678359615 |
| 1998-07-01 | 1.63937902612733 |
| 1998-08-01 | 1.45074642936617 |
| 1998-09-01 | 1.58795992278413 |
| 1998-10-01 | 1.60925403169639 |
| 1998-11-01 | 1.59862597109059 |
| 1998-12-01 | 1.68283161446183 |
| 1999-01-01 | 1.64997755682261 |
| 1999-02-01 | 1.67013186716959 |
| 1999-03-01 | 1.61357665950450 |
| 1999-04-01 | 1.63508888742657 |
| 1999-05-01 | 1.56743858063536 |
| 1999-06-01 | 1.68404467164270 |
| 1999-07-01 | 1.73514147799423 |
| 1999-08-01 | 1.74820639575567 |
| 1999-09-01 | 1.79003345952713 |
| 1999-10-01 | 1.71551199948048 |
| 1999-11-01 | 1.71781101076069 |
| 1999-12-01 | 1.79128000516757 |
| 2000-01-01 | 1.75424503346769 |
| 2000-02-01 | 1.76712633592826 |
| 2000-03-01 | 1.80285711796439 |
| 2000-04-01 | 1.72371768382749 |
| 2000-05-01 | 1.76534516306043 |
| 2000-06-01 | 1.77129977503656 |
| 2000-07-01 | 1.73827760221733 |
| 2000-08-01 | 1.74747054788293 |
| 2000-09-01 | 1.79416069884758 |
| 2000-10-01 | 1.81704133658622 |
| 2000-11-01 | 1.73403806298048 |
| 2000-12-01 | 1.70361534110220 |
| 2001-01-01 | 1.65659895301028 |
| 2001-02-01 | 1.66095977122285 |
| 2001-03-01 | 1.69497512154485 |
| 2001-04-01 | 1.71425534262357 |
| 2001-05-01 | 1.66344824197285 |
| 2001-06-01 | 1.65680467882073 |
| 2001-07-01 | 1.64263792329800 |
| 2001-08-01 | 1.65052447561113 |
| 2001-09-01 | 1.59978321076932 |
| 2001-10-01 | 1.61735722832999 |
| 2001-11-01 | 1.64248679141552 |
| 2001-12-01 | 1.61867560057667 |
| 2002-01-01 | 1.65572640215598 |
| 2002-02-01 | 1.65012260262863 |
| 2002-03-01 | 1.69353636162000 |
| 2002-04-01 | 1.70353797328462 |
| 2002-05-01 | 1.76291560745195 |
| 2002-06-01 | 1.74703717186796 |
| 2002-07-01 | 1.74868335310889 |
| 2002-08-01 | 1.75456150755392 |
| 2002-09-01 | 1.70811147896589 |
| 2002-10-01 | 1.71703006698608 |
| 2002-11-01 | 1.74301068472388 |
| 2002-12-01 | 1.73053525615855 |
| 2003-01-01 | 1.75086658123571 |
| 2003-02-01 | 1.73916876573670 |
| 2003-03-01 | 1.69630506007602 |
| 2003-04-01 | 1.69405350555338 |
| 2003-05-01 | 1.66437211499806 |
| 2003-06-01 | 1.64333683412456 |
| 2003-07-01 | 1.55325787562485 |
| 2003-08-01 | 1.55847467059589 |
| 2003-09-01 | 1.61803952264364 |
| 2003-10-01 | 1.61805392837362 |
| 2003-11-01 | 1.53879253813477 |
| 2003-12-01 | 1.53058736677143 |
| 2004-01-01 | 1.54653103631541 |
| 2004-02-01 | 1.52732175959331 |
| 2004-03-01 | 1.50358985014018 |
| 2004-04-01 | 1.48855514016774 |
| 2004-05-01 | 1.46981901610369 |
| 2004-06-01 | 1.54725598821850 |
| 2004-07-01 | 1.45662461545059 |
| 2004-08-01 | 1.46071253716871 |
| 2004-09-01 | 1.42075851558977 |
| 2004-10-01 | 1.41671872569849 |
| 2004-11-01 | 1.43458975086992 |
| 2004-12-01 | 1.52433064037278 |
| 2005-01-01 | 1.44410401009937 |
| 2005-02-01 | 1.52113596503702 |
| 2005-03-01 | 1.51209043019082 |
| 2005-04-01 | 1.48713983744801 |
| 2005-05-01 | 1.47347330280020 |
| 2005-06-01 | 1.55378782248915 |
| 2005-07-01 | 1.55886543564331 |
| 2005-08-01 | 1.55776338905420 |
| 2005-09-01 | 1.62275954948484 |
| 2005-10-01 | 1.61505802099248 |
| 2005-11-01 | 1.62846346448531 |
| 2005-12-01 | 1.61606842132029 |
| 2006-01-01 | 1.64575880426977 |
| 2006-02-01 | 1.62036903620383 |
| 2006-03-01 | 1.61962188113556 |
| 2006-04-01 | 1.68517194525949 |
| 2006-05-01 | 1.67724747224761 |
| 2006-06-01 | 1.66307946370501 |
| 2006-07-01 | 1.65703133558240 |
| 2006-08-01 | 1.65295750839973 |
| 2006-09-01 | 1.62534444233317 |
| 2006-10-01 | 1.60965506004485 |
| 2006-11-01 | 1.62066666803942 |
| 2006-12-01 | 1.61000171885553 |
| 2007-01-01 | 1.54936614750536 |
| 2007-02-01 | 1.52936657165341 |
| 2007-03-01 | 1.52635251819009 |
| 2007-04-01 | 1.48445536933443 |
| 2007-05-01 | 1.47347254903934 |
| 2007-06-01 | 1.46854457250000 |
| 2007-07-01 | 1.45290172744924 |
| 2007-08-01 | 1.54645674324580 |
| 2007-09-01 | 1.63128025557928 |
| 2007-10-01 | 1.60833716463461 |
| 2007-11-01 | 1.61301720772396 |
| 2007-12-01 | 1.60426452734770 |
| 2008-01-01 | 1.75510596421338 |
| 2008-02-01 | 1.74124278083175 |
| 2008-03-01 | 1.72610646275166 |
| 2008-04-01 | 1.68487151171316 |
| 2008-05-01 | 1.76583413586167 |
| 2008-06-01 | 1.77388853806707 |
| 2008-07-01 | 1.75127887279719 |
| 2008-08-01 | 1.74621833604947 |
| 2008-09-01 | 1.73255198441819 |
| 2008-10-01 | 1.70425726950090 |
| 2008-11-01 | 1.70970468709661 |
| 2008-12-01 | 1.70068041399496 |
| 2009-01-01 | 1.75999765438812 |
| 2009-02-01 | 1.75379499430984 |
| 2009-03-01 | 1.71731033491508 |
| 2009-04-01 | 1.78815770874546 |
| 2009-05-01 | 1.75841586033011 |
| 2009-06-01 | 1.77389973485591 |
| 2009-07-01 | 1.85229139990294 |
| 2009-08-01 | 1.85469696578660 |
| 2009-09-01 | 1.83370087056086 |
| 2009-10-01 | 1.90080401538335 |
| 2009-11-01 | 1.90350276978633 |
| 2009-12-01 | 1.89655835280698 |
| 2010-01-01 | 1.86509657634363 |
| 2010-02-01 | 1.86299024693628 |
| 2010-03-01 | 1.90331894773009 |
| 2010-04-01 | 1.89047311874907 |
| 2010-05-01 | 1.95691670875924 |
| 2010-06-01 | 1.97687780091157 |
| 2010-07-01 | 1.95207794854072 |
| 2010-08-01 | 1.97148495933635 |
| 2010-09-01 | 1.93208897075063 |
| 2010-10-01 | 1.89584522931767 |
| 2010-11-01 | 1.89617799541416 |
| 2010-12-01 | 1.89092613379052 |
| 2011-01-01 | 1.86761452367709 |
| 2011-02-01 | 1.86833849293017 |
| 2011-03-01 | 1.89073748803870 |
| 2011-04-01 | 1.99346029518927 |
| 2011-05-01 | 1.95862939514947 |
| 2011-06-01 | 1.87569150393144 |
| 2011-07-01 | 1.85207149718626 |
| 2011-08-01 | 1.89328461298054 |
| 2011-09-01 | 1.93416137015888 |
| 2011-10-01 | 1.89402218386107 |
| 2011-11-01 | 1.88542918845719 |
| 2011-12-01 | 1.78459988638823 |
| 2012-01-01 | 1.96557816930196 |
| 2012-02-01 | 2.06663651940754 |
| 2012-03-01 | 1.98366291512499 |
| 2012-04-01 | 1.89508017090767 |
| 2012-05-01 | 1.86426137534123 |
| 2012-06-01 | 1.97870178746074 |
| 2012-07-01 | 1.84953535146111 |
| 2012-08-01 | 1.80763320860559 |
| 2012-09-01 | 1.83544154045093 |
| 2012-10-01 | 1.89609464034569 |
| 2012-11-01 | 1.88210827669949 |
| 2012-12-01 | 1.98256554272394 |
| 2013-01-01 | 1.75777038838475 |
| 2013-02-01 | 1.75881541605906 |
| 2013-03-01 | 1.77990218891812 |
| 2013-04-01 | 1.79725420370428 |
| 2013-05-01 | 1.67350394637888 |
| 2013-06-01 | 1.77910911153612 |
| 2013-07-01 | 1.84284560894282 |
| 2013-08-01 | 1.81583209539309 |
| 2013-09-01 | 1.83529126634640 |
| 2013-10-01 | 1.80178169775159 |
| 2013-11-01 | 1.78125071736982 |
| 2013-12-01 | 1.78525137591233 |
| 2014-01-01 | 1.75164248615525 |
| 2014-02-01 | 1.75263040433259 |
| 2014-03-01 | 1.68214181583740 |
| 2014-04-01 | 1.59481648241079 |
| 2014-05-01 | 1.68155626623193 |
| 2014-06-01 | 1.68134308635849 |
| 2014-07-01 | 1.63270029971849 |
| 2014-08-01 | 1.60807452270618 |
| 2014-09-01 | 1.63264810901262 |
| 2014-10-01 | 1.71147470098603 |
| 2014-11-01 | 1.78927334964804 |
| 2014-12-01 | 1.79235756604624 |
| 2015-01-01 | 1.84636867751420 |
| 2015-02-01 | 1.84655188314544 |
| 2015-03-01 | 1.68661367367148 |
| 2015-04-01 | 1.79933113549728 |
| 2015-05-01 | 1.68454892895375 |
| 2015-06-01 | 1.77901879020035 |
| 2015-07-01 | 1.92237344757725 |
| 2015-08-01 | 1.78967798303941 |
| 2015-09-01 | 1.72706647617668 |
| 2015-10-01 | 1.72420429580580 |
| 2015-11-01 | 1.70047842773228 |
| 2015-12-01 | 1.70277340726784 |
| 2016-01-01 | 1.74458701014462 |
| 2016-02-01 | 1.74402534887271 |
| 2016-03-01 | 1.78817349828938 |
| 2016-04-01 | 1.80717614387173 |
| 2016-05-01 | 1.78593283894560 |
| 2016-06-01 | 1.77539252500974 |
| 2016-07-01 | 1.81498804295172 |
| 2016-08-01 | 1.76458641368559 |
| 2016-09-01 | 1.81477460998722 |
| 2016-10-01 | 1.73653245350988 |
| 2016-11-01 | 1.71757030428057 |
| 2016-12-01 | 1.71578809342492 |
| 2017-01-01 | 1.64171941544990 |
| 2017-02-01 | 1.64161684360491 |
| 2017-03-01 | 1.68869855371325 |
| 2017-04-01 | 1.71918956272096 |
| 2017-05-01 | 1.68534073348830 |
| 2017-06-01 | 1.66965659340611 |
| 2017-07-01 | 1.61031300237204 |
| 2017-08-01 | 1.64564565368390 |
| 2017-09-01 | 1.60271230414122 |
| 2017-10-01 | 1.74238993916380 |
| 2017-11-01 | 1.62870461608927 |
| 2017-12-01 | 1.62535191611148 |
| 2018-01-01 | 1.64349321822788 |
| 2018-02-01 | 1.64188132766401 |
| 2018-03-01 | 1.49198105213789 |
| 2018-04-01 | 1.52599329880346 |
| 2018-05-01 | 1.58452019185969 |
| 2018-06-01 | 1.56536250212121 |
| 2018-07-01 | 1.60849541167891 |
| 2018-08-01 | 1.63310006198069 |
| 2018-09-01 | 1.69506040294306 |
| 2018-10-01 | 1.54073648820951 |
| 2018-11-01 | 1.53691974994147 |
| 2018-12-01 | 1.53509343424841 |
| 2019-01-01 | 1.54200685147875 |
| 2019-02-01 | 1.53593458110867 |
| 2019-03-01 | 1.59609658278810 |
| 2019-04-01 | 1.53431302145968 |
| 2019-05-01 | 1.48343052671841 |
| 2019-06-01 | 1.56485768691110 |
| 2019-07-01 | 1.70639125394170 |
| 2019-08-01 | 1.53100474851799 |
| 2019-09-01 | 1.59323235732057 |
| 2019-10-01 | 1.53435507362905 |
| 2019-11-01 | 1.53844539965715 |
| 2019-12-01 | 1.54216844184328 |
| 2020-01-01 | 1.54143189410183 |
| 2020-02-01 | 1.52731130726660 |
| 2020-03-01 | 1.49758066967749 |
| 2020-04-01 | 1.53706036054727 |
| 2020-05-01 | 1.58343142538716 |
| 2020-06-01 | 1.57177455985333 |
| 2020-07-01 | 1.50848291408870 |
| 2020-08-01 | 1.53486775083996 |
| 2020-09-01 | 1.49094061888735 |
| 2020-10-01 | 1.52006030483266 |
| 2020-11-01 | 1.54151143222383 |
| 2020-12-01 | 1.55216150912748 |
| 2021-01-01 | 1.53677371488303 |
| 2021-02-01 | 1.41703609861049 |
| 2021-03-01 | 1.49515703737557 |
| 2021-04-01 | 1.64016005818218 |
| 2021-05-01 | 1.58139616792595 |
| 2021-06-01 | 1.58245511127430 |
| 2021-07-01 | 1.61739494720787 |
| 2021-08-01 | 1.73977664360142 |
| 2021-09-01 | 1.59130870642672 |
| 2021-10-01 | 1.60158177325041 |
| 2021-11-01 | 1.44230425304358 |
| 2021-12-01 | 1.45596787970232 |
| 2022-01-01 | 1.53479995699435 |
| 2022-02-01 | 1.71065437193875 |
| 2022-03-01 | 1.89433118944340 |
| 2022-04-01 | 1.43604859320059 |
| 2022-05-01 | 1.37970019639765 |
| 2022-06-01 | 1.39376704602055 |
| 2022-07-01 | 1.43373976505787 |
| 2022-08-01 | 1.34556699895311 |
| 2022-09-01 | 1.39256859329760 |
| 2022-10-01 | 1.37744295561559 |
| 2022-11-01 | 1.44234179744706 |
| 2022-12-01 | 1.45811869800833 |
| 2023-01-01 | 1.43046864597759 |
| 2023-02-01 | 1.50582904516158 |
| 2023-03-01 | 1.49194978000623 |
| 2023-04-01 | 1.53767376775025 |
| 2023-05-01 | 1.58275316242115 |
| 2023-06-01 | 1.50137797106809 |
| 2023-07-01 | 1.84793004406791 |
| 2023-08-01 | 1.54897255883561 |
| 2023-09-01 | 1.89484164162802 |
| 2023-10-01 | 1.85972370490808 |
| 2023-11-01 | 1.73742532240496 |
| 2023-12-01 | 1.75445584338172 |
| 2024-01-01 | 1.82967859705754 |
| 2024-02-01 | 1.90448432317892 |
| 2024-03-01 | 2.09305775686510 |
| 2024-04-01 | 1.73658253450190 |
| 2024-05-01 | 1.78642825424951 |
| 2024-06-01 | 1.80624872868394 |
| 2024-07-01 | 1.76103782949880 |
| 2024-08-01 | 1.85245854573406 |
| 2024-09-01 | 1.79255191024091 |
| 2024-10-01 | 1.84545981787907 |
| 2024-11-01 | 1.83407189239480 |
| 2024-12-01 | 1.85184329825730 |
| 2025-01-01 | 1.82730774338428 |
| 2025-02-01 | 1.80562911684867 |
| 2025-03-01 | 1.79552555185658 |
| 2025-04-01 | 1.83840064708877 |
| 2025-05-01 | 1.78909766502936 |
| 2025-06-01 | 1.80487806128455 |
| 2025-07-01 | 1.77099363281167 |
| 2025-08-01 | 1.75235980404099 |
| 2025-09-01 | 1.79416669239723 |
| 2025-10-01 | 1.83893286516898 |
| 2025-11-01 | 1.82852836015981 |