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 2026-04-01 |
| Last Updated | 2026-05-26 2:42 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 | 3.63884526607343 |
| 1990-02-01 | 3.53824653281851 |
| 1990-03-01 | 3.58320768510948 |
| 1990-04-01 | 3.34694833415319 |
| 1990-05-01 | 3.45368701177251 |
| 1990-06-01 | 3.50829840882521 |
| 1990-07-01 | 3.43220509824542 |
| 1990-08-01 | 3.47617106487109 |
| 1990-09-01 | 3.40140547957710 |
| 1990-10-01 | 3.39955446322501 |
| 1990-11-01 | 3.46951954687925 |
| 1990-12-01 | 3.35502317949213 |
| 1991-01-01 | 3.23605720134160 |
| 1991-02-01 | 3.33374860666394 |
| 1991-03-01 | 3.18919830727933 |
| 1991-04-01 | 3.23922869595088 |
| 1991-05-01 | 3.14938221548527 |
| 1991-06-01 | 3.00732206183545 |
| 1991-07-01 | 3.13685973307673 |
| 1991-08-01 | 3.07918384826144 |
| 1991-09-01 | 3.09989766291044 |
| 1991-10-01 | 3.09936019868092 |
| 1991-11-01 | 3.07722316715210 |
| 1991-12-01 | 3.06143619182166 |
| 1992-01-01 | 3.03457839013979 |
| 1992-02-01 | 3.02898030134433 |
| 1992-03-01 | 3.10120714407386 |
| 1992-04-01 | 3.02631116208580 |
| 1992-05-01 | 3.14299279957786 |
| 1992-06-01 | 3.10271028024874 |
| 1992-07-01 | 3.03961112300583 |
| 1992-08-01 | 3.18201818300697 |
| 1992-09-01 | 3.19622239268815 |
| 1992-10-01 | 3.19954787289370 |
| 1992-11-01 | 3.28287617044154 |
| 1992-12-01 | 3.25996190176086 |
| 1993-01-01 | 3.34204558668555 |
| 1993-02-01 | 3.33688131658937 |
| 1993-03-01 | 3.51591989346876 |
| 1993-04-01 | 3.31521366247496 |
| 1993-05-01 | 3.33735249258129 |
| 1993-06-01 | 3.29001169386007 |
| 1993-07-01 | 3.33341047004232 |
| 1993-08-01 | 3.27966690171212 |
| 1993-09-01 | 3.29433499705204 |
| 1993-10-01 | 3.30367074036936 |
| 1993-11-01 | 3.29693377358286 |
| 1993-12-01 | 3.36124390762951 |
| 1994-01-01 | 3.34024346401780 |
| 1994-02-01 | 3.44522505697721 |
| 1994-03-01 | 3.43463800881466 |
| 1994-04-01 | 3.50185003319821 |
| 1994-05-01 | 3.42747852390562 |
| 1994-06-01 | 3.47042651711381 |
| 1994-07-01 | 3.53131179508504 |
| 1994-08-01 | 3.57295707743911 |
| 1994-09-01 | 3.58895123763904 |
| 1994-10-01 | 3.60930753247360 |
| 1994-11-01 | 3.61472394546828 |
| 1994-12-01 | 3.55853271020796 |
| 1995-01-01 | 3.64755357890597 |
| 1995-02-01 | 3.55942833559789 |
| 1995-03-01 | 3.54646680842390 |
| 1995-04-01 | 3.59603606708812 |
| 1995-05-01 | 3.62232771935829 |
| 1995-06-01 | 3.64536091190393 |
| 1995-07-01 | 3.52819450814784 |
| 1995-08-01 | 3.55948640625137 |
| 1995-09-01 | 3.48637705948277 |
| 1995-10-01 | 3.71790977383725 |
| 1995-11-01 | 3.63449060040276 |
| 1995-12-01 | 3.66286284819666 |
| 1996-01-01 | 3.54867775098939 |
| 1996-02-01 | 3.36208321628073 |
| 1996-03-01 | 3.54777999350856 |
| 1996-04-01 | 3.60251556844646 |
| 1996-05-01 | 3.51470657573152 |
| 1996-06-01 | 3.53167951531143 |
| 1996-07-01 | 3.52327180926032 |
| 1996-08-01 | 3.45091015246159 |
| 1996-09-01 | 3.37932435310089 |
| 1996-10-01 | 3.22646198691461 |
| 1996-11-01 | 3.33550487422068 |
| 1996-12-01 | 3.46483535187537 |
| 1997-01-01 | 3.56513951117914 |
| 1997-02-01 | 3.57590976294993 |
| 1997-03-01 | 3.53176390653345 |
| 1997-04-01 | 3.82254534022601 |
| 1997-05-01 | 3.70845414458289 |
| 1997-06-01 | 3.71725145254870 |
| 1997-07-01 | 3.71049263913279 |
| 1997-08-01 | 3.83762735622550 |
| 1997-09-01 | 3.87078926576151 |
| 1997-10-01 | 3.84777281154542 |
| 1997-11-01 | 3.83324018628077 |
| 1997-12-01 | 3.76801353367113 |
| 1998-01-01 | 3.47221159676576 |
| 1998-02-01 | 3.67888244666499 |
| 1998-03-01 | 3.71393284505939 |
| 1998-04-01 | 3.64255190186649 |
| 1998-05-01 | 3.70628264541111 |
| 1998-06-01 | 3.72128350926772 |
| 1998-07-01 | 3.80402678225278 |
| 1998-08-01 | 3.63662542378568 |
| 1998-09-01 | 3.56882430866641 |
| 1998-10-01 | 3.55406339055102 |
| 1998-11-01 | 3.40956032276742 |
| 1998-12-01 | 3.47530459577420 |
| 1999-01-01 | 3.48056598296422 |
| 1999-02-01 | 3.57362578136513 |
| 1999-03-01 | 3.49644011870158 |
| 1999-04-01 | 3.35656033350502 |
| 1999-05-01 | 3.10592244058477 |
| 1999-06-01 | 3.23772749430115 |
| 1999-07-01 | 3.31796009393393 |
| 1999-08-01 | 3.24618212181179 |
| 1999-09-01 | 3.27600950302921 |
| 1999-10-01 | 3.15092459611675 |
| 1999-11-01 | 3.28777755344087 |
| 1999-12-01 | 3.27939337041348 |
| 2000-01-01 | 3.16590048260203 |
| 2000-02-01 | 3.15703667947159 |
| 2000-03-01 | 3.29217415957672 |
| 2000-04-01 | 3.26212932183727 |
| 2000-05-01 | 3.30792641810880 |
| 2000-06-01 | 3.34949912716860 |
| 2000-07-01 | 3.22998836318217 |
| 2000-08-01 | 3.25424244253536 |
| 2000-09-01 | 3.28360169780320 |
| 2000-10-01 | 3.25150276254716 |
| 2000-11-01 | 3.26346576801898 |
| 2000-12-01 | 3.07441252426370 |
| 2001-01-01 | 3.15913572949940 |
| 2001-02-01 | 3.15586414127701 |
| 2001-03-01 | 3.09411094399199 |
| 2001-04-01 | 3.15674618727923 |
| 2001-05-01 | 3.10578431951535 |
| 2001-06-01 | 3.15377614574567 |
| 2001-07-01 | 3.24442856772508 |
| 2001-08-01 | 3.27041081948732 |
| 2001-09-01 | 3.19684250908580 |
| 2001-10-01 | 3.24602525886305 |
| 2001-11-01 | 3.05714585998730 |
| 2001-12-01 | 3.16568357642753 |
| 2002-01-01 | 3.24419752091429 |
| 2002-02-01 | 3.25371159616936 |
| 2002-03-01 | 3.20813623601768 |
| 2002-04-01 | 3.14026585318386 |
| 2002-05-01 | 3.20496159110753 |
| 2002-06-01 | 3.15529292750241 |
| 2002-07-01 | 3.15725914921074 |
| 2002-08-01 | 3.18264300705517 |
| 2002-09-01 | 3.20847458294641 |
| 2002-10-01 | 3.23735719501742 |
| 2002-11-01 | 3.35745018084132 |
| 2002-12-01 | 3.36061267655035 |
| 2003-01-01 | 3.33306353936886 |
| 2003-02-01 | 3.24957444002781 |
| 2003-03-01 | 3.21593145956257 |
| 2003-04-01 | 3.23081814828087 |
| 2003-05-01 | 3.20001037620206 |
| 2003-06-01 | 3.14888852210475 |
| 2003-07-01 | 3.16582095147161 |
| 2003-08-01 | 3.19442679701118 |
| 2003-09-01 | 3.21179961284194 |
| 2003-10-01 | 3.23029098104354 |
| 2003-11-01 | 3.27225270181529 |
| 2003-12-01 | 3.25864358398814 |
| 2004-01-01 | 3.22666156366374 |
| 2004-02-01 | 3.24696474024383 |
| 2004-03-01 | 3.32561260123329 |
| 2004-04-01 | 3.31964043342865 |
| 2004-05-01 | 3.29812104714510 |
| 2004-06-01 | 3.34333427002540 |
| 2004-07-01 | 3.26406921177828 |
| 2004-08-01 | 3.20161516984764 |
| 2004-09-01 | 3.20494825918370 |
| 2004-10-01 | 3.22288228547576 |
| 2004-11-01 | 3.18512866549495 |
| 2004-12-01 | 3.25768532288503 |
| 2005-01-01 | 3.33633341209335 |
| 2005-02-01 | 3.35272244704083 |
| 2005-03-01 | 3.32579459742161 |
| 2005-04-01 | 3.51867513022568 |
| 2005-05-01 | 3.49679113217574 |
| 2005-06-01 | 3.53228313447715 |
| 2005-07-01 | 3.66008401689504 |
| 2005-08-01 | 3.60678150918667 |
| 2005-09-01 | 3.58898314063473 |
| 2005-10-01 | 3.51177604662195 |
| 2005-11-01 | 3.69166614502682 |
| 2005-12-01 | 3.75016919522024 |
| 2006-01-01 | 3.85903754753164 |
| 2006-02-01 | 3.97168104599945 |
| 2006-03-01 | 4.04129252782263 |
| 2006-04-01 | 3.91668160703163 |
| 2006-05-01 | 4.00275201669100 |
| 2006-06-01 | 4.01880370678476 |
| 2006-07-01 | 4.04954786211901 |
| 2006-08-01 | 4.20436154176650 |
| 2006-09-01 | 4.17258707600135 |
| 2006-10-01 | 3.99280086938620 |
| 2006-11-01 | 4.09325344295120 |
| 2006-12-01 | 4.04769894692453 |
| 2007-01-01 | 3.98023259185835 |
| 2007-02-01 | 3.87611864032735 |
| 2007-03-01 | 3.94518667253829 |
| 2007-04-01 | 4.02313072687741 |
| 2007-05-01 | 4.00723564092244 |
| 2007-06-01 | 4.02256527237719 |
| 2007-07-01 | 4.04978228401681 |
| 2007-08-01 | 3.99833423963622 |
| 2007-09-01 | 4.06250457758116 |
| 2007-10-01 | 4.17113747297893 |
| 2007-11-01 | 4.08146908285656 |
| 2007-12-01 | 3.94126935964371 |
| 2008-01-01 | 4.20420352812504 |
| 2008-02-01 | 4.19462382509608 |
| 2008-03-01 | 4.26259990387573 |
| 2008-04-01 | 4.22559771077447 |
| 2008-05-01 | 4.31453686191308 |
| 2008-06-01 | 4.32270525514858 |
| 2008-07-01 | 4.34397443615208 |
| 2008-08-01 | 4.38766739438598 |
| 2008-09-01 | 4.35891468277019 |
| 2008-10-01 | 4.35089423038618 |
| 2008-11-01 | 4.26770817347934 |
| 2008-12-01 | 4.23577989669110 |
| 2009-01-01 | 4.11194032440970 |
| 2009-02-01 | 3.99772681983283 |
| 2009-03-01 | 4.06737253628802 |
| 2009-04-01 | 4.03102463811615 |
| 2009-05-01 | 3.91265529255667 |
| 2009-06-01 | 3.93463315895632 |
| 2009-07-01 | 3.85157017722470 |
| 2009-08-01 | 3.77648616890404 |
| 2009-09-01 | 3.76618531260726 |
| 2009-10-01 | 3.74756795348242 |
| 2009-11-01 | 3.76457293261783 |
| 2009-12-01 | 3.74662450992313 |
| 2010-01-01 | 3.70493794799715 |
| 2010-02-01 | 3.69560798852500 |
| 2010-03-01 | 3.66755641371580 |
| 2010-04-01 | 3.73288312222490 |
| 2010-05-01 | 3.70962272332494 |
| 2010-06-01 | 3.64318511530996 |
| 2010-07-01 | 3.64883701208749 |
| 2010-08-01 | 3.66129293171005 |
| 2010-09-01 | 3.66908370924073 |
| 2010-10-01 | 3.74371986415944 |
| 2010-11-01 | 3.76708430526520 |
| 2010-12-01 | 3.76010665576960 |
| 2011-01-01 | 3.70277681289051 |
| 2011-02-01 | 3.69713215995318 |
| 2011-03-01 | 3.66759265971110 |
| 2011-04-01 | 3.64203537626258 |
| 2011-05-01 | 3.60169373797361 |
| 2011-06-01 | 3.64911394283462 |
| 2011-07-01 | 3.64590782244008 |
| 2011-08-01 | 3.64247146624911 |
| 2011-09-01 | 3.56269217976446 |
| 2011-10-01 | 3.54790771244540 |
| 2011-11-01 | 3.47424531703595 |
| 2011-12-01 | 3.47823305155820 |
| 2012-01-01 | 3.59841266499365 |
| 2012-02-01 | 3.59901013967611 |
| 2012-03-01 | 3.56237501590780 |
| 2012-04-01 | 3.55057484566821 |
| 2012-05-01 | 3.59842153308253 |
| 2012-06-01 | 3.55349244302555 |
| 2012-07-01 | 3.44097592124724 |
| 2012-08-01 | 3.52747099401800 |
| 2012-09-01 | 3.55038896778391 |
| 2012-10-01 | 3.45516770367392 |
| 2012-11-01 | 3.58585286847950 |
| 2012-12-01 | 3.59611405529221 |
| 2013-01-01 | 3.59339966409354 |
| 2013-02-01 | 3.60058611379276 |
| 2013-03-01 | 3.65531524578892 |
| 2013-04-01 | 3.65994355523177 |
| 2013-05-01 | 3.69370141780558 |
| 2013-06-01 | 3.65475913659217 |
| 2013-07-01 | 3.73273809089302 |
| 2013-08-01 | 3.71022956187802 |
| 2013-09-01 | 3.83590993317660 |
| 2013-10-01 | 3.75930319285392 |
| 2013-11-01 | 3.69944295949855 |
| 2013-12-01 | 3.71100530302873 |
| 2014-01-01 | 3.69144253659282 |
| 2014-02-01 | 3.70022656346360 |
| 2014-03-01 | 3.74427607704211 |
| 2014-04-01 | 3.76067737785016 |
| 2014-05-01 | 3.69503461570127 |
| 2014-06-01 | 3.84829500604987 |
| 2014-07-01 | 3.83090075555831 |
| 2014-08-01 | 3.90503622804921 |
| 2014-09-01 | 3.83494744531520 |
| 2014-10-01 | 3.76914323330911 |
| 2014-11-01 | 3.71390446517322 |
| 2014-12-01 | 3.61497356327623 |
| 2015-01-01 | 3.58602785015390 |
| 2015-02-01 | 3.48279690956039 |
| 2015-03-01 | 3.32960629906560 |
| 2015-04-01 | 3.34548171567310 |
| 2015-05-01 | 3.29735375853993 |
| 2015-06-01 | 3.24770808488652 |
| 2015-07-01 | 3.24997022952919 |
| 2015-08-01 | 3.23048905910159 |
| 2015-09-01 | 3.25358197903158 |
| 2015-10-01 | 3.18156465691827 |
| 2015-11-01 | 3.21925526019160 |
| 2015-12-01 | 3.31254318500900 |
| 2016-01-01 | 3.16841315278009 |
| 2016-02-01 | 3.15941526676619 |
| 2016-03-01 | 3.22228371227457 |
| 2016-04-01 | 3.13437139571409 |
| 2016-05-01 | 3.10440726702511 |
| 2016-06-01 | 3.04183855781277 |
| 2016-07-01 | 3.06094309351581 |
| 2016-08-01 | 3.04673766245984 |
| 2016-09-01 | 2.96633782441963 |
| 2016-10-01 | 2.99287426603365 |
| 2016-11-01 | 2.92033006049540 |
| 2016-12-01 | 2.90384440158819 |
| 2017-01-01 | 2.95528177295773 |
| 2017-02-01 | 2.94249724043634 |
| 2017-03-01 | 2.91888924411765 |
| 2017-04-01 | 2.92635139731288 |
| 2017-05-01 | 2.90919262787617 |
| 2017-06-01 | 2.93446427959361 |
| 2017-07-01 | 2.87235150691710 |
| 2017-08-01 | 2.86121185358737 |
| 2017-09-01 | 2.87476194923118 |
| 2017-10-01 | 2.89877898781683 |
| 2017-11-01 | 2.92181383631932 |
| 2017-12-01 | 2.99633644338515 |
| 2018-01-01 | 2.94436859037996 |
| 2018-02-01 | 3.03617559741139 |
| 2018-03-01 | 3.02054708597513 |
| 2018-04-01 | 3.02506876896261 |
| 2018-05-01 | 3.11635408323118 |
| 2018-06-01 | 3.02630103345595 |
| 2018-07-01 | 2.97567400861601 |
| 2018-08-01 | 2.96965432085240 |
| 2018-09-01 | 2.97738682839885 |
| 2018-10-01 | 3.00182886603997 |
| 2018-11-01 | 3.02288364318138 |
| 2018-12-01 | 2.98227069183234 |
| 2019-01-01 | 3.04227000243361 |
| 2019-02-01 | 3.03786519016623 |
| 2019-03-01 | 3.02073351022669 |
| 2019-04-01 | 3.02459567291618 |
| 2019-05-01 | 3.02112979305678 |
| 2019-06-01 | 3.02260472167329 |
| 2019-07-01 | 3.07607476293770 |
| 2019-08-01 | 3.07404092021473 |
| 2019-09-01 | 3.07884840168381 |
| 2019-10-01 | 3.00179478884136 |
| 2019-11-01 | 3.02280536399068 |
| 2019-12-01 | 2.97384676281517 |
| 2020-01-01 | 2.93989610830969 |
| 2020-02-01 | 2.83698297264156 |
| 2020-03-01 | 2.81743340244009 |
| 2020-04-01 | 2.72193803979232 |
| 2020-05-01 | 2.82249669901568 |
| 2020-06-01 | 2.83279233791527 |
| 2020-07-01 | 2.77456278485898 |
| 2020-08-01 | 2.77605106775551 |
| 2020-09-01 | 2.78350486531617 |
| 2020-10-01 | 2.80628447740001 |
| 2020-11-01 | 2.71991485688481 |
| 2020-12-01 | 2.66678911760963 |
| 2021-01-01 | 2.74011969061963 |
| 2021-02-01 | 2.73814607837514 |
| 2021-03-01 | 2.81501952995795 |
| 2021-04-01 | 2.72002840262078 |
| 2021-05-01 | 2.71978264526832 |
| 2021-06-01 | 2.73970986965756 |
| 2021-07-01 | 2.77082269830673 |
| 2021-08-01 | 2.77528647797561 |
| 2021-09-01 | 2.79051639535187 |
| 2021-10-01 | 2.90871811240155 |
| 2021-11-01 | 2.82263964944687 |
| 2021-12-01 | 2.86359521605508 |
| 2022-01-01 | 2.84220098481823 |
| 2022-02-01 | 2.83435293389912 |
| 2022-03-01 | 2.91239208422699 |
| 2022-04-01 | 2.91893254263516 |
| 2022-05-01 | 2.91849099426643 |
| 2022-06-01 | 2.93994566648068 |
| 2022-07-01 | 2.96377679032463 |
| 2022-08-01 | 2.97110499987219 |
| 2022-09-01 | 3.00185583410664 |
| 2022-10-01 | 3.01378251586758 |
| 2022-11-01 | 3.12629477847403 |
| 2022-12-01 | 3.06285844393112 |
| 2023-01-01 | 3.04430797993298 |
| 2023-02-01 | 3.13080292975733 |
| 2023-03-01 | 3.11122606145596 |
| 2023-04-01 | 3.11739798261638 |
| 2023-05-01 | 3.11578546906452 |
| 2023-06-01 | 3.03850685190530 |
| 2023-07-01 | 3.06014944081674 |
| 2023-08-01 | 3.07050764593372 |
| 2023-09-01 | 3.01109131111786 |
| 2023-10-01 | 3.01701163482768 |
| 2023-11-01 | 3.02332808253147 |
| 2023-12-01 | 3.07254760713336 |
| 2024-01-01 | 3.04111746115313 |
| 2024-02-01 | 3.12207517381203 |
| 2024-03-01 | 3.01032761530336 |
| 2024-04-01 | 3.01565391084321 |
| 2024-05-01 | 3.11282753684251 |
| 2024-06-01 | 3.04160936544339 |
| 2024-07-01 | 2.95834873434689 |
| 2024-08-01 | 2.96802924759422 |
| 2024-09-01 | 3.01731847590127 |
| 2024-10-01 | 3.02120811893439 |
| 2024-11-01 | 3.02024909315214 |
| 2024-12-01 | 2.98096851236681 |
| 2025-01-01 | 3.03510752012080 |
| 2025-02-01 | 3.01922325642908 |
| 2025-03-01 | 3.01335106109177 |
| 2025-04-01 | 3.01670370921782 |
| 2025-05-01 | 3.00996117798025 |
| 2025-06-01 | 3.03982496548992 |
| 2025-07-01 | 3.05650791504924 |
| 2025-08-01 | 3.06654202903078 |
| 2025-09-01 | 3.01718231275483 |
| 2025-10-01 | 3.02125510247236 |
| 2025-11-01 | 3.01820276205731 |
| 2025-12-01 | 2.98896206311049 |
| 2026-01-01 | 3.03036582175891 |
| 2026-02-01 | 3.01939535657957 |
| 2026-03-01 | 3.01496668657903 |
| 2026-04-01 | 3.01872038860018 |