Table Data - All Employees: Mining, Logging, and Construction in Wichita Falls, TX (MSA)
| Title | All Employees: Mining, Logging, and Construction in Wichita Falls, TX (MSA) |
|---|---|
| Series ID | WICH648NRMN |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 9:40 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 | 3.63884526226487 |
| 1990-02-01 | 3.53824653597211 |
| 1990-03-01 | 3.58320769055461 |
| 1990-04-01 | 3.34694833639997 |
| 1990-05-01 | 3.45368701398053 |
| 1990-06-01 | 3.50829841182163 |
| 1990-07-01 | 3.43220509817486 |
| 1990-08-01 | 3.47617106481720 |
| 1990-09-01 | 3.40140547834445 |
| 1990-10-01 | 3.39955446082267 |
| 1990-11-01 | 3.46951954272478 |
| 1990-12-01 | 3.35502317547305 |
| 1991-01-01 | 3.23605719664019 |
| 1991-02-01 | 3.33374860797246 |
| 1991-03-01 | 3.18919831217299 |
| 1991-04-01 | 3.23922869888288 |
| 1991-05-01 | 3.14938221964522 |
| 1991-06-01 | 3.00732206689872 |
| 1991-07-01 | 3.13685973502431 |
| 1991-08-01 | 3.07918384857680 |
| 1991-09-01 | 3.09989766085557 |
| 1991-10-01 | 3.09936019474504 |
| 1991-11-01 | 3.07722316127322 |
| 1991-12-01 | 3.06143618553525 |
| 1992-01-01 | 3.03457838282682 |
| 1992-02-01 | 3.02898030029273 |
| 1992-03-01 | 3.10120714921979 |
| 1992-04-01 | 3.02631116841781 |
| 1992-05-01 | 3.14299281137704 |
| 1992-06-01 | 3.10271029270937 |
| 1992-07-01 | 3.03961112831681 |
| 1992-08-01 | 3.18201818443667 |
| 1992-09-01 | 3.19622239655395 |
| 1992-10-01 | 3.19954779553490 |
| 1992-11-01 | 3.28287618376078 |
| 1992-12-01 | 3.25996192109632 |
| 1993-01-01 | 3.34204560589325 |
| 1993-02-01 | 3.33688128904036 |
| 1993-03-01 | 3.51591991520922 |
| 1993-04-01 | 3.31521367753997 |
| 1993-05-01 | 3.33735250920083 |
| 1993-06-01 | 3.29001170788174 |
| 1993-07-01 | 3.33341046752328 |
| 1993-08-01 | 3.27966689001448 |
| 1993-09-01 | 3.29433500015674 |
| 1993-10-01 | 3.30367057149700 |
| 1993-11-01 | 3.29693377281723 |
| 1993-12-01 | 3.36124400583692 |
| 1994-01-01 | 3.34024357305411 |
| 1994-02-01 | 3.44522506354854 |
| 1994-03-01 | 3.43463793938270 |
| 1994-04-01 | 3.50185005301791 |
| 1994-05-01 | 3.42747856714140 |
| 1994-06-01 | 3.47042655460711 |
| 1994-07-01 | 3.53131178709025 |
| 1994-08-01 | 3.57295703154161 |
| 1994-09-01 | 3.58895120631911 |
| 1994-10-01 | 3.60930716873823 |
| 1994-11-01 | 3.61472378317773 |
| 1994-12-01 | 3.55853269998344 |
| 1995-01-01 | 3.64755471343701 |
| 1995-02-01 | 3.55942817332604 |
| 1995-03-01 | 3.54646648194981 |
| 1995-04-01 | 3.59603599429362 |
| 1995-05-01 | 3.62232773991580 |
| 1995-06-01 | 3.64536093970550 |
| 1995-07-01 | 3.52819453070297 |
| 1995-08-01 | 3.55948634456949 |
| 1995-09-01 | 3.48637701622680 |
| 1995-10-01 | 3.71790934743356 |
| 1995-11-01 | 3.63449010813532 |
| 1995-12-01 | 3.66286279362076 |
| 1996-01-01 | 3.54867992311390 |
| 1996-02-01 | 3.36208271735441 |
| 1996-03-01 | 3.54777946385675 |
| 1996-04-01 | 3.60251542905296 |
| 1996-05-01 | 3.51470658183326 |
| 1996-06-01 | 3.53167952398845 |
| 1996-07-01 | 3.52327186720058 |
| 1996-08-01 | 3.45091009299431 |
| 1996-09-01 | 3.37932431131973 |
| 1996-10-01 | 3.22646156312047 |
| 1996-11-01 | 3.33550417910034 |
| 1996-12-01 | 3.46483524028910 |
| 1997-01-01 | 3.56514275436709 |
| 1997-02-01 | 3.57590865707795 |
| 1997-03-01 | 3.53176332101828 |
| 1997-04-01 | 3.82254514014578 |
| 1997-05-01 | 3.70845411249659 |
| 1997-06-01 | 3.71725141702494 |
| 1997-07-01 | 3.71049274043264 |
| 1997-08-01 | 3.83762732019366 |
| 1997-09-01 | 3.87078925370562 |
| 1997-10-01 | 3.84777242351264 |
| 1997-11-01 | 3.83323924376898 |
| 1997-12-01 | 3.76801348644164 |
| 1998-01-01 | 3.47221487534704 |
| 1998-02-01 | 3.67888095299516 |
| 1998-03-01 | 3.71393231541541 |
| 1998-04-01 | 3.64255175510632 |
| 1998-05-01 | 3.70628263461040 |
| 1998-06-01 | 3.72128347755982 |
| 1998-07-01 | 3.80402691088687 |
| 1998-08-01 | 3.63662542318042 |
| 1998-09-01 | 3.56882431375560 |
| 1998-10-01 | 3.55406311107150 |
| 1998-11-01 | 3.40955949703078 |
| 1998-12-01 | 3.47530446748742 |
| 1999-01-01 | 3.48056921324696 |
| 1999-02-01 | 3.57362414563226 |
| 1999-03-01 | 3.49643974158976 |
| 1999-04-01 | 3.35656021447578 |
| 1999-05-01 | 3.10592242464251 |
| 1999-06-01 | 3.23772746397687 |
| 1999-07-01 | 3.31796023400504 |
| 1999-08-01 | 3.24618217105878 |
| 1999-09-01 | 3.27600955307975 |
| 1999-10-01 | 3.15092451817210 |
| 1999-11-01 | 3.28777684748454 |
| 1999-12-01 | 3.27939332646213 |
| 2000-01-01 | 3.16590252393473 |
| 2000-02-01 | 3.15703538520362 |
| 2000-03-01 | 3.29217403686883 |
| 2000-04-01 | 3.26212929846900 |
| 2000-05-01 | 3.30792643565741 |
| 2000-06-01 | 3.34949912039109 |
| 2000-07-01 | 3.22998848511862 |
| 2000-08-01 | 3.25424251698284 |
| 2000-09-01 | 3.28360176744531 |
| 2000-10-01 | 3.25150273335192 |
| 2000-11-01 | 3.26346529862400 |
| 2000-12-01 | 3.07441252451240 |
| 2001-01-01 | 3.15913681052126 |
| 2001-02-01 | 3.15586317645070 |
| 2001-03-01 | 3.09411100593745 |
| 2001-04-01 | 3.15674622815740 |
| 2001-05-01 | 3.10578435116791 |
| 2001-06-01 | 3.15377615763996 |
| 2001-07-01 | 3.24442866047000 |
| 2001-08-01 | 3.27041089735217 |
| 2001-09-01 | 3.19684258055505 |
| 2001-10-01 | 3.24602528711592 |
| 2001-11-01 | 3.05714560829551 |
| 2001-12-01 | 3.16568363722747 |
| 2002-01-01 | 3.24419768025569 |
| 2002-02-01 | 3.25371112775999 |
| 2002-03-01 | 3.20813635928853 |
| 2002-04-01 | 3.14026593766539 |
| 2002-05-01 | 3.20496165113365 |
| 2002-06-01 | 3.15529297031377 |
| 2002-07-01 | 3.15725920230650 |
| 2002-08-01 | 3.18264305607305 |
| 2002-09-01 | 3.20847461731559 |
| 2002-10-01 | 3.23735719534349 |
| 2002-11-01 | 3.35745000661740 |
| 2002-12-01 | 3.36061264658836 |
| 2003-01-01 | 3.33306356992705 |
| 2003-02-01 | 3.24957431004930 |
| 2003-03-01 | 3.21593149952898 |
| 2003-04-01 | 3.23081819030354 |
| 2003-05-01 | 3.20001041429996 |
| 2003-06-01 | 3.14888856026741 |
| 2003-07-01 | 3.16582099264782 |
| 2003-08-01 | 3.19442682692118 |
| 2003-09-01 | 3.21179963267766 |
| 2003-10-01 | 3.23029099698625 |
| 2003-11-01 | 3.27225253768217 |
| 2003-12-01 | 3.25864355758963 |
| 2004-01-01 | 3.22666156526267 |
| 2004-02-01 | 3.24696474446971 |
| 2004-03-01 | 3.32561261761934 |
| 2004-04-01 | 3.31964045809415 |
| 2004-05-01 | 3.29812106818631 |
| 2004-06-01 | 3.34333429060446 |
| 2004-07-01 | 3.26406923235099 |
| 2004-08-01 | 3.20161517761609 |
| 2004-09-01 | 3.20494826487183 |
| 2004-10-01 | 3.22288229015295 |
| 2004-11-01 | 3.18512856416986 |
| 2004-12-01 | 3.25768532499429 |
| 2005-01-01 | 3.33633341629582 |
| 2005-02-01 | 3.35272245505667 |
| 2005-03-01 | 3.32579461377103 |
| 2005-04-01 | 3.51867514958093 |
| 2005-05-01 | 3.49679114161163 |
| 2005-06-01 | 3.53228314052630 |
| 2005-07-01 | 3.66008402471216 |
| 2005-08-01 | 3.60678150376157 |
| 2005-09-01 | 3.58898313935535 |
| 2005-10-01 | 3.51177604711975 |
| 2005-11-01 | 3.69166609999280 |
| 2005-12-01 | 3.75016919416553 |
| 2006-01-01 | 3.85903754919112 |
| 2006-02-01 | 3.97168105230850 |
| 2006-03-01 | 4.04129254237560 |
| 2006-04-01 | 3.91668162165647 |
| 2006-05-01 | 4.00275202020547 |
| 2006-06-01 | 4.01880370708246 |
| 2006-07-01 | 4.04954786485332 |
| 2006-08-01 | 4.20436153072736 |
| 2006-09-01 | 4.17258707146091 |
| 2006-10-01 | 3.99280086770653 |
| 2006-11-01 | 4.09325343798725 |
| 2006-12-01 | 4.04769894305531 |
| 2007-01-01 | 3.98023259025539 |
| 2007-02-01 | 3.87611864267297 |
| 2007-03-01 | 3.94518668007018 |
| 2007-04-01 | 4.02313073437617 |
| 2007-05-01 | 4.00723564155867 |
| 2007-06-01 | 4.02256527184369 |
| 2007-07-01 | 4.04978228541765 |
| 2007-08-01 | 3.99833423037661 |
| 2007-09-01 | 4.06250457577894 |
| 2007-10-01 | 4.17113747491931 |
| 2007-11-01 | 4.08146908160175 |
| 2007-12-01 | 3.94126935854102 |
| 2008-01-01 | 4.20420352766131 |
| 2008-02-01 | 4.19462382711325 |
| 2008-03-01 | 4.26259990733242 |
| 2008-04-01 | 4.22559771383572 |
| 2008-05-01 | 4.31453686158065 |
| 2008-06-01 | 4.32270525443320 |
| 2008-07-01 | 4.34397443662888 |
| 2008-08-01 | 4.38766738788940 |
| 2008-09-01 | 4.35891468204809 |
| 2008-10-01 | 4.35089423241908 |
| 2008-11-01 | 4.26770817386772 |
| 2008-12-01 | 4.23577989684284 |
| 2009-01-01 | 4.11194032472568 |
| 2009-02-01 | 3.99772682117109 |
| 2009-03-01 | 4.06737253656952 |
| 2009-04-01 | 4.03102463791867 |
| 2009-05-01 | 3.91265529234931 |
| 2009-06-01 | 3.93463315871802 |
| 2009-07-01 | 3.85157017775887 |
| 2009-08-01 | 3.77648616645166 |
| 2009-09-01 | 3.76618531276981 |
| 2009-10-01 | 3.74756795469050 |
| 2009-11-01 | 3.76457293378508 |
| 2009-12-01 | 3.74662451054305 |
| 2010-01-01 | 3.70493794810339 |
| 2010-02-01 | 3.69560798820262 |
| 2010-03-01 | 3.66755641216504 |
| 2010-04-01 | 3.73288312043191 |
| 2010-05-01 | 3.70962272170042 |
| 2010-06-01 | 3.64318511436562 |
| 2010-07-01 | 3.64883701356178 |
| 2010-08-01 | 3.66129293291011 |
| 2010-09-01 | 3.66908371165999 |
| 2010-10-01 | 3.74371986737614 |
| 2010-11-01 | 3.76708430947413 |
| 2010-12-01 | 3.76010665757811 |
| 2011-01-01 | 3.70277681163095 |
| 2011-02-01 | 3.69713215493567 |
| 2011-03-01 | 3.66759265249939 |
| 2011-04-01 | 3.64203536895790 |
| 2011-05-01 | 3.60169373336006 |
| 2011-06-01 | 3.64911393897651 |
| 2011-07-01 | 3.64590782365833 |
| 2011-08-01 | 3.64247148516125 |
| 2011-09-01 | 3.56269218514940 |
| 2011-10-01 | 3.54790772062740 |
| 2011-11-01 | 3.47424532559937 |
| 2011-12-01 | 3.47823305539988 |
| 2012-01-01 | 3.59841266192559 |
| 2012-02-01 | 3.59901012921975 |
| 2012-03-01 | 3.56237498281777 |
| 2012-04-01 | 3.55057483178317 |
| 2012-05-01 | 3.59842152567353 |
| 2012-06-01 | 3.55349243868536 |
| 2012-07-01 | 3.44097592479847 |
| 2012-08-01 | 3.52747103194755 |
| 2012-09-01 | 3.55038898078081 |
| 2012-10-01 | 3.45516772367442 |
| 2012-11-01 | 3.58585289022028 |
| 2012-12-01 | 3.59611405627237 |
| 2013-01-01 | 3.59339968024291 |
| 2013-02-01 | 3.60058612646290 |
| 2013-03-01 | 3.65531505092889 |
| 2013-04-01 | 3.65994356537371 |
| 2013-05-01 | 3.69370143247689 |
| 2013-06-01 | 3.65475914751648 |
| 2013-07-01 | 3.73273810606488 |
| 2013-08-01 | 3.71022962782341 |
| 2013-09-01 | 3.83590995569230 |
| 2013-10-01 | 3.75930322355651 |
| 2013-11-01 | 3.69944299044794 |
| 2013-12-01 | 3.71100529515892 |
| 2014-01-01 | 3.69144256633850 |
| 2014-02-01 | 3.70022659500979 |
| 2014-03-01 | 3.74427571126187 |
| 2014-04-01 | 3.76067741523706 |
| 2014-05-01 | 3.69503465841139 |
| 2014-06-01 | 3.84829504610180 |
| 2014-07-01 | 3.83090079491528 |
| 2014-08-01 | 3.90503631916454 |
| 2014-09-01 | 3.83494748500120 |
| 2014-10-01 | 3.76914327692313 |
| 2014-11-01 | 3.71390451255065 |
| 2014-12-01 | 3.61497356592448 |
| 2015-01-01 | 3.58602791653929 |
| 2015-02-01 | 3.48279696117646 |
| 2015-03-01 | 3.32960579966742 |
| 2015-04-01 | 3.34548162728901 |
| 2015-05-01 | 3.29735372846170 |
| 2015-06-01 | 3.24770795393754 |
| 2015-07-01 | 3.24997022980288 |
| 2015-08-01 | 3.23048927891244 |
| 2015-09-01 | 3.25358235436345 |
| 2015-10-01 | 3.18156510709174 |
| 2015-11-01 | 3.21925563596121 |
| 2015-12-01 | 3.31254329545323 |
| 2016-01-01 | 3.16841303228838 |
| 2016-02-01 | 3.15941489781696 |
| 2016-03-01 | 3.22228267945191 |
| 2016-04-01 | 3.13437068091486 |
| 2016-05-01 | 3.10440676878940 |
| 2016-06-01 | 3.04183812658495 |
| 2016-07-01 | 3.06094325118333 |
| 2016-08-01 | 3.04673851806732 |
| 2016-09-01 | 2.96633928052566 |
| 2016-10-01 | 2.99287589148198 |
| 2016-11-01 | 2.92033125830868 |
| 2016-12-01 | 2.90384467000190 |
| 2017-01-01 | 2.95528097822363 |
| 2017-02-01 | 2.94249500372076 |
| 2017-03-01 | 2.91888681241156 |
| 2017-04-01 | 2.92635110489346 |
| 2017-05-01 | 2.90919080704353 |
| 2017-06-01 | 2.93446316355152 |
| 2017-07-01 | 2.87235151907101 |
| 2017-08-01 | 2.86121249568417 |
| 2017-09-01 | 2.87476363223746 |
| 2017-10-01 | 2.89879212794856 |
| 2017-11-01 | 2.92181592280625 |
| 2017-12-01 | 2.99632996625438 |
| 2018-01-01 | 2.94436934707608 |
| 2018-02-01 | 3.03617467548068 |
| 2018-03-01 | 3.02052667273290 |
| 2018-04-01 | 3.02507259738232 |
| 2018-05-01 | 3.11635410144845 |
| 2018-06-01 | 3.02630175774990 |
| 2018-07-01 | 2.97567571760952 |
| 2018-08-01 | 2.96965636680788 |
| 2018-09-01 | 2.97738965072493 |
| 2018-10-01 | 3.00185703856773 |
| 2018-11-01 | 3.02288543861688 |
| 2018-12-01 | 2.98225485067835 |
| 2019-01-01 | 3.04226870044370 |
| 2019-02-01 | 3.03786215276432 |
| 2019-03-01 | 3.02069303100691 |
| 2019-04-01 | 3.02460363876078 |
| 2019-05-01 | 3.02113415168105 |
| 2019-06-01 | 3.02261123843849 |
| 2019-07-01 | 3.07608241669563 |
| 2019-08-01 | 3.07404821443904 |
| 2019-09-01 | 3.07885585424432 |
| 2019-10-01 | 3.00184067050549 |
| 2019-11-01 | 3.02279257110371 |
| 2019-12-01 | 2.97382145947674 |
| 2020-01-01 | 2.93988980493302 |
| 2020-02-01 | 2.83697434310348 |
| 2020-03-01 | 2.81737154030879 |
| 2020-04-01 | 2.72194172056259 |
| 2020-05-01 | 2.82249966319313 |
| 2020-06-01 | 2.83284100641785 |
| 2020-07-01 | 2.77457460116647 |
| 2020-08-01 | 2.77606626153269 |
| 2020-09-01 | 2.78352379282129 |
| 2020-10-01 | 2.80634291807656 |
| 2020-11-01 | 2.71989191935398 |
| 2020-12-01 | 2.66675667734386 |
| 2021-01-01 | 2.74009238451669 |
| 2021-02-01 | 2.73808988293691 |
| 2021-03-01 | 2.81487137757220 |
| 2021-04-01 | 2.72001924251451 |
| 2021-05-01 | 2.71987189329938 |
| 2021-06-01 | 2.73982472963917 |
| 2021-07-01 | 2.77088634630408 |
| 2021-08-01 | 2.77533781626253 |
| 2021-09-01 | 2.79056111380596 |
| 2021-10-01 | 2.90878210430238 |
| 2021-11-01 | 2.82257052443810 |
| 2021-12-01 | 2.86349693751985 |
| 2022-01-01 | 2.84208583281254 |
| 2022-02-01 | 2.83419001234590 |
| 2022-03-01 | 2.91212011021028 |
| 2022-04-01 | 2.91891636584957 |
| 2022-05-01 | 2.91873336033346 |
| 2022-06-01 | 2.94022724812742 |
| 2022-07-01 | 2.96399149222621 |
| 2022-08-01 | 2.97126436883119 |
| 2022-09-01 | 3.00195607693350 |
| 2022-10-01 | 3.01383420161161 |
| 2022-11-01 | 3.12614243241833 |
| 2022-12-01 | 3.06262099128400 |
| 2023-01-01 | 3.04400068679660 |
| 2023-02-01 | 3.13037055985422 |
| 2023-03-01 | 3.11060678385327 |
| 2023-04-01 | 3.11701990525679 |
| 2023-05-01 | 3.11682444164250 |
| 2023-06-01 | 3.03917016579287 |
| 2023-07-01 | 3.06065888593955 |
| 2023-08-01 | 3.07083680771309 |
| 2023-09-01 | 3.01120988557414 |
| 2023-10-01 | 3.01692472737803 |
| 2023-11-01 | 3.02291516470373 |
| 2023-12-01 | 3.07198858828783 |
| 2024-01-01 | 3.04048075840815 |
| 2024-02-01 | 3.12138747820723 |
| 2024-03-01 | 3.00963778269166 |
| 2024-04-01 | 3.01529007391943 |
| 2024-05-01 | 3.11451916515855 |
| 2024-06-01 | 3.04268644537087 |
| 2024-07-01 | 2.95909514929100 |
| 2024-08-01 | 2.96847053457989 |
| 2024-09-01 | 3.01741110486852 |
| 2024-10-01 | 3.02095677801923 |
| 2024-11-01 | 3.01955355435605 |
| 2024-12-01 | 2.98006955044597 |
| 2025-01-01 | 3.03411490038292 |
| 2025-02-01 | 3.01828629377531 |
| 2025-03-01 | 3.01254305862224 |
| 2025-04-01 | 3.01632333080097 |
| 2025-05-01 | 3.01259478028769 |
| 2025-06-01 | 3.04125759086288 |
| 2025-07-01 | 3.05748596022654 |
| 2025-08-01 | 3.06705967235895 |
| 2025-09-01 | 3.01718793562288 |
| 2025-10-01 | 3.02079034230271 |
| 2025-11-01 | 3.01716451512760 |
| 2025-12-01 | 2.98765426859965 |
| 2026-01-01 | 3.02901112758827 |
| 2026-02-01 | 3.01826450271522 |
| 2026-03-01 | 3.01425064007746 |
| 2026-04-01 | 3.01865115211812 |
| 2026-05-01 | 3.01323018318451 |