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 2026-07-01 |
| Last Updated | 2026-08-21 7:31 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 | 3.63884525585612 |
| 1990-02-01 | 3.53824654127895 |
| 1990-03-01 | 3.58320769971648 |
| 1990-04-01 | 3.34694834018048 |
| 1990-05-01 | 3.45368701769585 |
| 1990-06-01 | 3.50829841686350 |
| 1990-07-01 | 3.43220509805602 |
| 1990-08-01 | 3.47617106472657 |
| 1990-09-01 | 3.40140547627039 |
| 1990-10-01 | 3.39955445678042 |
| 1990-11-01 | 3.46951953573439 |
| 1990-12-01 | 3.35502316871043 |
| 1991-01-01 | 3.23605718872920 |
| 1991-02-01 | 3.33374861017467 |
| 1991-03-01 | 3.18919832040706 |
| 1991-04-01 | 3.23922870381637 |
| 1991-05-01 | 3.14938222664486 |
| 1991-06-01 | 3.00732207541822 |
| 1991-07-01 | 3.13685973830115 |
| 1991-08-01 | 3.07918384910738 |
| 1991-09-01 | 3.09989765739793 |
| 1991-10-01 | 3.09936018812240 |
| 1991-11-01 | 3.07722315138134 |
| 1991-12-01 | 3.06143617495777 |
| 1992-01-01 | 3.03457837052192 |
| 1992-02-01 | 3.02898029852395 |
| 1992-03-01 | 3.10120715787854 |
| 1992-04-01 | 3.02631117907224 |
| 1992-05-01 | 3.14299283123038 |
| 1992-06-01 | 3.10271031367530 |
| 1992-07-01 | 3.03961113725238 |
| 1992-08-01 | 3.18201818684187 |
| 1992-09-01 | 3.19622240306037 |
| 1992-10-01 | 3.19954766536619 |
| 1992-11-01 | 3.28287620617262 |
| 1992-12-01 | 3.25996195363174 |
| 1993-01-01 | 3.34204563821422 |
| 1993-02-01 | 3.33688124268723 |
| 1993-03-01 | 3.51591995179208 |
| 1993-04-01 | 3.31521370288971 |
| 1993-05-01 | 3.33735253716443 |
| 1993-06-01 | 3.29001173147215 |
| 1993-07-01 | 3.33341046328114 |
| 1993-08-01 | 3.27966687032848 |
| 1993-09-01 | 3.29433500538128 |
| 1993-10-01 | 3.30367028733890 |
| 1993-11-01 | 3.29693377154529 |
| 1993-12-01 | 3.36124417108133 |
| 1994-01-01 | 3.34024375652085 |
| 1994-02-01 | 3.44522507460492 |
| 1994-03-01 | 3.43463782257863 |
| 1994-04-01 | 3.50185008635867 |
| 1994-05-01 | 3.42747863988627 |
| 1994-06-01 | 3.47042661768584 |
| 1994-07-01 | 3.53131177362869 |
| 1994-08-01 | 3.57295695430519 |
| 1994-09-01 | 3.58895115361937 |
| 1994-10-01 | 3.60930655669410 |
| 1994-11-01 | 3.61472351014270 |
| 1994-12-01 | 3.55853268277732 |
| 1995-01-01 | 3.64755662241533 |
| 1995-02-01 | 3.55942790028449 |
| 1995-03-01 | 3.54646593266818 |
| 1995-04-01 | 3.59603587179550 |
| 1995-05-01 | 3.62232777450621 |
| 1995-06-01 | 3.64536098648232 |
| 1995-07-01 | 3.52819456858029 |
| 1995-08-01 | 3.55948624078034 |
| 1995-09-01 | 3.48637694344829 |
| 1995-10-01 | 3.71790862994553 |
| 1995-11-01 | 3.63448927991299 |
| 1995-12-01 | 3.66286270178853 |
| 1996-01-01 | 3.54868357796434 |
| 1996-02-01 | 3.36208187784695 |
| 1996-03-01 | 3.54777857273009 |
| 1996-04-01 | 3.60251519448883 |
| 1996-05-01 | 3.51470659210092 |
| 1996-06-01 | 3.53167953858995 |
| 1996-07-01 | 3.52327196454951 |
| 1996-08-01 | 3.45090999293341 |
| 1996-09-01 | 3.37932424102424 |
| 1996-10-01 | 3.22646085005847 |
| 1996-11-01 | 3.33550300956391 |
| 1996-12-01 | 3.46483505253252 |
| 1997-01-01 | 3.56514821141136 |
| 1997-02-01 | 3.57590679631661 |
| 1997-03-01 | 3.53176233589643 |
| 1997-04-01 | 3.82254480347105 |
| 1997-05-01 | 3.70845405851104 |
| 1997-06-01 | 3.71725135725908 |
| 1997-07-01 | 3.71049291066098 |
| 1997-08-01 | 3.83762725956784 |
| 1997-09-01 | 3.87078923342354 |
| 1997-10-01 | 3.84777177066432 |
| 1997-11-01 | 3.83323765798746 |
| 1997-12-01 | 3.76801340701472 |
| 1998-01-01 | 3.47222039193657 |
| 1998-02-01 | 3.67887843971163 |
| 1998-03-01 | 3.71393142429920 |
| 1998-04-01 | 3.64255150814310 |
| 1998-05-01 | 3.70628261643264 |
| 1998-06-01 | 3.72128342420985 |
| 1998-07-01 | 3.80402712709711 |
| 1998-08-01 | 3.63662542215802 |
| 1998-09-01 | 3.56882432231469 |
| 1998-10-01 | 3.55406264090692 |
| 1998-11-01 | 3.40955810769922 |
| 1998-12-01 | 3.47530425171083 |
| 1999-01-01 | 3.48057464856197 |
| 1999-02-01 | 3.57362139331341 |
| 1999-03-01 | 3.49643910709290 |
| 1999-04-01 | 3.35656001417765 |
| 1999-05-01 | 3.10592239781312 |
| 1999-06-01 | 3.23772741295606 |
| 1999-07-01 | 3.31796046949162 |
| 1999-08-01 | 3.24618225392216 |
| 1999-09-01 | 3.27600963729205 |
| 1999-10-01 | 3.15092438710685 |
| 1999-11-01 | 3.28777565966594 |
| 1999-12-01 | 3.27939325262672 |
| 2000-01-01 | 3.16590595869688 |
| 2000-02-01 | 3.15703320743391 |
| 2000-03-01 | 3.29217383040618 |
| 2000-04-01 | 3.26212925913213 |
| 2000-05-01 | 3.30792646517229 |
| 2000-06-01 | 3.34949910898337 |
| 2000-07-01 | 3.22998869015559 |
| 2000-08-01 | 3.25424264224395 |
| 2000-09-01 | 3.28360188461978 |
| 2000-10-01 | 3.25150268431592 |
| 2000-11-01 | 3.26346450880963 |
| 2000-12-01 | 3.07441252504407 |
| 2001-01-01 | 3.15913862945059 |
| 2001-02-01 | 3.15586155301024 |
| 2001-03-01 | 3.09411111015316 |
| 2001-04-01 | 3.15674629692681 |
| 2001-05-01 | 3.10578440441317 |
| 2001-06-01 | 3.15377617764560 |
| 2001-07-01 | 3.24442881645065 |
| 2001-08-01 | 3.27041102836207 |
| 2001-09-01 | 3.19684270080355 |
| 2001-10-01 | 3.24602533471062 |
| 2001-11-01 | 3.05714518477431 |
| 2001-12-01 | 3.16568373964617 |
| 2002-01-01 | 3.24419794835138 |
| 2002-02-01 | 3.25371033959605 |
| 2002-03-01 | 3.20813656668908 |
| 2002-04-01 | 3.14026607979951 |
| 2002-05-01 | 3.20496175211790 |
| 2002-06-01 | 3.15529304233654 |
| 2002-07-01 | 3.15725929163581 |
| 2002-08-01 | 3.18264313854349 |
| 2002-09-01 | 3.20847467514035 |
| 2002-10-01 | 3.23735719592046 |
| 2002-11-01 | 3.35744971343605 |
| 2002-12-01 | 3.36061259625813 |
| 2003-01-01 | 3.33306362133648 |
| 2003-02-01 | 3.24957409134098 |
| 2003-03-01 | 3.21593156676438 |
| 2003-04-01 | 3.23081826099953 |
| 2003-05-01 | 3.20001047839465 |
| 2003-06-01 | 3.14888862447426 |
| 2003-07-01 | 3.16582106192820 |
| 2003-08-01 | 3.19442687724838 |
| 2003-09-01 | 3.21179966605634 |
| 2003-10-01 | 3.23029102381726 |
| 2003-11-01 | 3.27225226148975 |
| 2003-12-01 | 3.25864351321638 |
| 2004-01-01 | 3.22666156795235 |
| 2004-02-01 | 3.24696475157333 |
| 2004-03-01 | 3.32561264518479 |
| 2004-04-01 | 3.31964049959027 |
| 2004-05-01 | 3.29812110358540 |
| 2004-06-01 | 3.34333432522804 |
| 2004-07-01 | 3.26406926696545 |
| 2004-08-01 | 3.20161519068840 |
| 2004-09-01 | 3.20494827444585 |
| 2004-10-01 | 3.22288229803573 |
| 2004-11-01 | 3.18512839366967 |
| 2004-12-01 | 3.25768532854774 |
| 2005-01-01 | 3.33633342337097 |
| 2005-02-01 | 3.35272246853895 |
| 2005-03-01 | 3.32579464127907 |
| 2005-04-01 | 3.51867518214592 |
| 2005-05-01 | 3.49679115748681 |
| 2005-06-01 | 3.53228315070346 |
| 2005-07-01 | 3.66008403786405 |
| 2005-08-01 | 3.60678149463422 |
| 2005-09-01 | 3.58898313720518 |
| 2005-10-01 | 3.51177604797634 |
| 2005-11-01 | 3.69166602421250 |
| 2005-12-01 | 3.75016919238768 |
| 2006-01-01 | 3.85903755197819 |
| 2006-02-01 | 3.97168106289806 |
| 2006-03-01 | 4.04129256685667 |
| 2006-04-01 | 3.91668164626795 |
| 2006-05-01 | 4.00275202613832 |
| 2006-06-01 | 4.01880370761717 |
| 2006-07-01 | 4.04954786948275 |
| 2006-08-01 | 4.20436151215603 |
| 2006-09-01 | 4.17258706378576 |
| 2006-10-01 | 3.99280086484075 |
| 2006-11-01 | 4.09325342956084 |
| 2006-12-01 | 4.04769893649022 |
| 2007-01-01 | 3.98023258756878 |
| 2007-02-01 | 3.87611864666947 |
| 2007-03-01 | 3.94518669285136 |
| 2007-04-01 | 4.02313074710215 |
| 2007-05-01 | 4.00723564270962 |
| 2007-06-01 | 4.02256527099043 |
| 2007-07-01 | 4.04978228775019 |
| 2007-08-01 | 3.99833421467826 |
| 2007-09-01 | 4.06250457253965 |
| 2007-10-01 | 4.17113747795772 |
| 2007-11-01 | 4.08146907928930 |
| 2007-12-01 | 3.94126935660919 |
| 2008-01-01 | 4.20420352705179 |
| 2008-02-01 | 4.19462383086991 |
| 2008-03-01 | 4.26259991361774 |
| 2008-04-01 | 4.22559771932140 |
| 2008-05-01 | 4.31453686115763 |
| 2008-06-01 | 4.32270525321221 |
| 2008-07-01 | 4.34397443724027 |
| 2008-08-01 | 4.38766737665091 |
| 2008-09-01 | 4.35891468053817 |
| 2008-10-01 | 4.35089423563008 |
| 2008-11-01 | 4.26770817257532 |
| 2008-12-01 | 4.23577989570428 |
| 2009-01-01 | 4.11194032673509 |
| 2009-02-01 | 3.99772682456622 |
| 2009-03-01 | 4.06737253867455 |
| 2009-04-01 | 4.03102463950990 |
| 2009-05-01 | 3.91265529399052 |
| 2009-06-01 | 3.93463316010872 |
| 2009-07-01 | 3.85157017205225 |
| 2009-08-01 | 3.77648616295444 |
| 2009-09-01 | 3.76618531286787 |
| 2009-10-01 | 3.74756795458785 |
| 2009-11-01 | 3.76457293155204 |
| 2009-12-01 | 3.74662450852988 |
| 2010-01-01 | 3.70493795058605 |
| 2010-02-01 | 3.69560799007780 |
| 2010-03-01 | 3.66755641403941 |
| 2010-04-01 | 3.73288312403158 |
| 2010-05-01 | 3.70962272690020 |
| 2010-06-01 | 3.64318512025952 |
| 2010-07-01 | 3.64883700629241 |
| 2010-08-01 | 3.66129293566653 |
| 2010-09-01 | 3.66908370980575 |
| 2010-10-01 | 3.74371985620065 |
| 2010-11-01 | 3.76708429676007 |
| 2010-12-01 | 3.76010664759992 |
| 2011-01-01 | 3.70277681338516 |
| 2011-02-01 | 3.69713215979147 |
| 2011-03-01 | 3.66759266286991 |
| 2011-04-01 | 3.64203538239919 |
| 2011-05-01 | 3.60169376218500 |
| 2011-06-01 | 3.64911395215334 |
| 2011-07-01 | 3.64590781439629 |
| 2011-08-01 | 3.64247148463146 |
| 2011-09-01 | 3.56269217319294 |
| 2011-10-01 | 3.54790768767047 |
| 2011-11-01 | 3.47424528984858 |
| 2011-12-01 | 3.47823302727981 |
| 2012-01-01 | 3.59841265589470 |
| 2012-02-01 | 3.59901014004212 |
| 2012-03-01 | 3.56237505083311 |
| 2012-04-01 | 3.55057486164728 |
| 2012-05-01 | 3.59842157979038 |
| 2012-06-01 | 3.55349245741876 |
| 2012-07-01 | 3.44097591969137 |
| 2012-08-01 | 3.52747103160509 |
| 2012-09-01 | 3.55038896271941 |
| 2012-10-01 | 3.45516767484981 |
| 2012-11-01 | 3.58585283460676 |
| 2012-12-01 | 3.59611384216947 |
| 2013-01-01 | 3.59339963277114 |
| 2013-02-01 | 3.60058608427079 |
| 2013-03-01 | 3.65531557863125 |
| 2013-04-01 | 3.65994354354386 |
| 2013-05-01 | 3.69370146367578 |
| 2013-06-01 | 3.65475914247136 |
| 2013-07-01 | 3.73273808637680 |
| 2013-08-01 | 3.71022961297837 |
| 2013-09-01 | 3.83590992305440 |
| 2013-10-01 | 3.75930315327971 |
| 2013-11-01 | 3.69944291125194 |
| 2013-12-01 | 3.71100487868779 |
| 2014-01-01 | 3.69144247294746 |
| 2014-02-01 | 3.70022650052730 |
| 2014-03-01 | 3.74427672050129 |
| 2014-04-01 | 3.76067733664221 |
| 2014-05-01 | 3.69503464602863 |
| 2014-06-01 | 3.84829502081652 |
| 2014-07-01 | 3.83090079625624 |
| 2014-08-01 | 3.90503636683733 |
| 2014-09-01 | 3.83494754290332 |
| 2014-10-01 | 3.76914324878974 |
| 2014-11-01 | 3.71390431274795 |
| 2014-12-01 | 3.61497267861944 |
| 2015-01-01 | 3.58602738693317 |
| 2015-02-01 | 3.48279647842892 |
| 2015-03-01 | 3.32960697321385 |
| 2015-04-01 | 3.34548193059968 |
| 2015-05-01 | 3.29735489807246 |
| 2015-06-01 | 3.24770887097987 |
| 2015-07-01 | 3.24997078759921 |
| 2015-08-01 | 3.23048921508344 |
| 2015-09-01 | 3.25358147638892 |
| 2015-10-01 | 3.18156356528443 |
| 2015-11-01 | 3.21925373549092 |
| 2015-12-01 | 3.31254107739563 |
| 2016-01-01 | 3.16841200915123 |
| 2016-02-01 | 3.15941490301586 |
| 2016-03-01 | 3.22228521903779 |
| 2016-04-01 | 3.13437351724783 |
| 2016-05-01 | 3.10441133331317 |
| 2016-06-01 | 3.04184164193911 |
| 2016-07-01 | 3.06094471545550 |
| 2016-08-01 | 3.04673719354096 |
| 2016-09-01 | 2.96633504330207 |
| 2016-10-01 | 2.99286976792093 |
| 2016-11-01 | 2.92032528490523 |
| 2016-12-01 | 2.90384038829979 |
| 2017-01-01 | 2.95528033026345 |
| 2017-02-01 | 2.94249292332404 |
| 2017-03-01 | 2.91889285276672 |
| 2017-04-01 | 2.92635885897179 |
| 2017-05-01 | 2.90920310504681 |
| 2017-06-01 | 2.93447401451647 |
| 2017-07-01 | 2.87235944832932 |
| 2017-08-01 | 2.86121701104664 |
| 2017-09-01 | 2.87476282123297 |
| 2017-10-01 | 2.89873119201148 |
| 2017-11-01 | 2.92180882593667 |
| 2017-12-01 | 2.99632950063234 |
| 2018-01-01 | 2.94436537915946 |
| 2018-02-01 | 3.03616432958490 |
| 2018-03-01 | 3.02057885681001 |
| 2018-04-01 | 3.02508103992890 |
| 2018-05-01 | 3.11637358258749 |
| 2018-06-01 | 3.02632233809134 |
| 2018-07-01 | 2.97569416017739 |
| 2018-08-01 | 2.96966806986068 |
| 2018-09-01 | 2.97738977148660 |
| 2018-10-01 | 3.00169863501996 |
| 2018-11-01 | 3.02287075700234 |
| 2018-12-01 | 2.98225654744278 |
| 2019-01-01 | 3.04226998228268 |
| 2019-02-01 | 3.03786268829100 |
| 2019-03-01 | 3.02081386615879 |
| 2019-04-01 | 3.02462685904316 |
| 2019-05-01 | 3.02116177219353 |
| 2019-06-01 | 3.02263334877648 |
| 2019-07-01 | 3.07609634737701 |
| 2019-08-01 | 3.07405551931802 |
| 2019-09-01 | 3.07885682824832 |
| 2019-10-01 | 3.00160174328385 |
| 2019-11-01 | 3.02264654102839 |
| 2019-12-01 | 2.97385943177182 |
| 2020-01-01 | 2.93993631471171 |
| 2020-02-01 | 2.83703297744216 |
| 2020-03-01 | 2.81759125879649 |
| 2020-04-01 | 2.72201020384334 |
| 2020-05-01 | 2.82254761774947 |
| 2020-06-01 | 2.83279415993727 |
| 2020-07-01 | 2.77455621751913 |
| 2020-08-01 | 2.77602786026640 |
| 2020-09-01 | 2.78347875174291 |
| 2020-10-01 | 2.80605279331759 |
| 2020-11-01 | 2.71960169068988 |
| 2020-12-01 | 2.66678174465011 |
| 2021-01-01 | 2.74017787163779 |
| 2021-02-01 | 2.73832392647687 |
| 2021-03-01 | 2.81532745955797 |
| 2021-04-01 | 2.72022216399907 |
| 2021-05-01 | 2.72022072888180 |
| 2021-06-01 | 2.73982773267114 |
| 2021-07-01 | 2.77008479936437 |
| 2021-08-01 | 2.77515209976618 |
| 2021-09-01 | 2.79048083829167 |
| 2021-10-01 | 2.90842348289901 |
| 2021-11-01 | 2.82208967984273 |
| 2021-12-01 | 2.86355721961258 |
| 2022-01-01 | 2.84232492995973 |
| 2022-02-01 | 2.83478326297653 |
| 2022-03-01 | 2.91303691415087 |
| 2022-04-01 | 2.91944584622288 |
| 2022-05-01 | 2.91949479438280 |
| 2022-06-01 | 2.94021579086834 |
| 2022-07-01 | 2.96211094852126 |
| 2022-08-01 | 2.97064697477400 |
| 2022-09-01 | 3.00156943301838 |
| 2022-10-01 | 3.01324475317198 |
| 2022-11-01 | 3.12540289565328 |
| 2022-12-01 | 3.06264521111571 |
| 2023-01-01 | 3.04448377894388 |
| 2023-02-01 | 3.13161619173034 |
| 2023-03-01 | 3.11240518915261 |
| 2023-04-01 | 3.11861992413769 |
| 2023-05-01 | 3.11917784697771 |
| 2023-06-01 | 3.03833167416284 |
| 2023-07-01 | 3.05655540821934 |
| 2023-08-01 | 3.06927791014746 |
| 2023-09-01 | 3.01028981746996 |
| 2023-10-01 | 3.01613377798502 |
| 2023-11-01 | 3.02216718273326 |
| 2023-12-01 | 3.07230836007419 |
| 2024-01-01 | 3.04156857543118 |
| 2024-02-01 | 3.12348066612366 |
| 2024-03-01 | 3.01228978439383 |
| 2024-04-01 | 3.01790376259785 |
| 2024-05-01 | 3.11802565768819 |
| 2024-06-01 | 3.04081062033822 |
| 2024-07-01 | 2.95338204500215 |
| 2024-08-01 | 2.96593453068819 |
| 2024-09-01 | 3.01579210697920 |
| 2024-10-01 | 3.01989211545542 |
| 2024-11-01 | 3.01888736433285 |
| 2024-12-01 | 2.98065943643617 |
| 2025-01-01 | 3.03583534415343 |
| 2025-02-01 | 3.02118395058346 |
| 2025-03-01 | 3.01617658762259 |
| 2025-04-01 | 3.02011942573170 |
| 2025-05-01 | 3.01742227068453 |
| 2025-06-01 | 3.03775393490202 |
| 2025-07-01 | 3.04931521307290 |
| 2025-08-01 | 3.06350275227399 |
| 2025-09-01 | 3.01509525050007 |
| 2025-10-01 | 3.01961906678346 |
| 2025-11-01 | 3.01679789635274 |
| 2025-12-01 | 2.98864741297840 |
| 2026-01-01 | 3.03132488004474 |
| 2026-02-01 | 3.02184502595574 |
| 2026-03-01 | 3.01851757237359 |
| 2026-04-01 | 3.02302994765851 |
| 2026-05-01 | 3.01834964101489 |
| 2026-06-01 | 3.03577783881575 |
| 2026-07-01 | 3.04660100231235 |