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 2026-06-01 |
| Last Updated | 2026-07-22 9:25 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 | 3.63884526564160 |
| 1990-02-01 | 3.53824653317607 |
| 1990-03-01 | 3.58320768572689 |
| 1990-04-01 | 3.34694833440795 |
| 1990-05-01 | 3.45368701202287 |
| 1990-06-01 | 3.50829840916496 |
| 1990-07-01 | 3.43220509823742 |
| 1990-08-01 | 3.47617106486498 |
| 1990-09-01 | 3.40140547943733 |
| 1990-10-01 | 3.39955446295262 |
| 1990-11-01 | 3.46951954640819 |
| 1990-12-01 | 3.35502317903642 |
| 1991-01-01 | 3.23605720080853 |
| 1991-02-01 | 3.33374860681230 |
| 1991-03-01 | 3.18919830783421 |
| 1991-04-01 | 3.23922869628333 |
| 1991-05-01 | 3.14938221595696 |
| 1991-06-01 | 3.00732206240956 |
| 1991-07-01 | 3.13685973329756 |
| 1991-08-01 | 3.07918384829720 |
| 1991-09-01 | 3.09989766267745 |
| 1991-10-01 | 3.09936019823465 |
| 1991-11-01 | 3.07722316648551 |
| 1991-12-01 | 3.06143619110886 |
| 1992-01-01 | 3.03457838931059 |
| 1992-02-01 | 3.02898030122508 |
| 1992-03-01 | 3.10120714465734 |
| 1992-04-01 | 3.02631116280376 |
| 1992-05-01 | 3.14299280091573 |
| 1992-06-01 | 3.10271028166162 |
| 1992-07-01 | 3.03961112360804 |
| 1992-08-01 | 3.18201818316909 |
| 1992-09-01 | 3.19622239312644 |
| 1992-10-01 | 3.19954786412232 |
| 1992-11-01 | 3.28287617195175 |
| 1992-12-01 | 3.25996190395322 |
| 1993-01-01 | 3.34204558886341 |
| 1993-02-01 | 3.33688131346565 |
| 1993-03-01 | 3.51591989593379 |
| 1993-04-01 | 3.31521366418311 |
| 1993-05-01 | 3.33735249446574 |
| 1993-06-01 | 3.29001169545000 |
| 1993-07-01 | 3.33341046975678 |
| 1993-08-01 | 3.27966690038584 |
| 1993-09-01 | 3.29433499740406 |
| 1993-10-01 | 3.30367072122172 |
| 1993-11-01 | 3.29693377349568 |
| 1993-12-01 | 3.36124391876494 |
| 1994-01-01 | 3.34024347638106 |
| 1994-02-01 | 3.44522505772232 |
| 1994-03-01 | 3.43463800094148 |
| 1994-04-01 | 3.50185003544568 |
| 1994-05-01 | 3.42747852880808 |
| 1994-06-01 | 3.47042652136523 |
| 1994-07-01 | 3.53131179417875 |
| 1994-08-01 | 3.57295707223514 |
| 1994-09-01 | 3.58895123408778 |
| 1994-10-01 | 3.60930749123123 |
| 1994-11-01 | 3.61472392706586 |
| 1994-12-01 | 3.55853270904868 |
| 1995-01-01 | 3.64755370754673 |
| 1995-02-01 | 3.55942831719843 |
| 1995-03-01 | 3.54646677140500 |
| 1995-04-01 | 3.59603605883448 |
| 1995-05-01 | 3.62232772168923 |
| 1995-06-01 | 3.64536091505631 |
| 1995-07-01 | 3.52819451070695 |
| 1995-08-01 | 3.55948639925751 |
| 1995-09-01 | 3.48637705457801 |
| 1995-10-01 | 3.71790972548906 |
| 1995-11-01 | 3.63449054458452 |
| 1995-12-01 | 3.66286284200852 |
| 1996-01-01 | 3.54867799727942 |
| 1996-02-01 | 3.36208315970926 |
| 1996-03-01 | 3.54777993345145 |
| 1996-04-01 | 3.60251555264150 |
| 1996-05-01 | 3.51470657642336 |
| 1996-06-01 | 3.53167951629526 |
| 1996-07-01 | 3.52327181583314 |
| 1996-08-01 | 3.45091014571880 |
| 1996-09-01 | 3.37932434836332 |
| 1996-10-01 | 3.22646193886153 |
| 1996-11-01 | 3.33550479540141 |
| 1996-12-01 | 3.46483533922296 |
| 1997-01-01 | 3.56513987891340 |
| 1997-02-01 | 3.57590963755884 |
| 1997-03-01 | 3.53176384014214 |
| 1997-04-01 | 3.82254531753994 |
| 1997-05-01 | 3.70845414094466 |
| 1997-06-01 | 3.71725144852062 |
| 1997-07-01 | 3.71049265062375 |
| 1997-08-01 | 3.83762735213993 |
| 1997-09-01 | 3.87078926439446 |
| 1997-10-01 | 3.84777276754629 |
| 1997-11-01 | 3.83324007941017 |
| 1997-12-01 | 3.76801352831500 |
| 1998-01-01 | 3.47221196851332 |
| 1998-02-01 | 3.67888227730295 |
| 1998-03-01 | 3.71393278500323 |
| 1998-04-01 | 3.64255188522634 |
| 1998-05-01 | 3.70628264418655 |
| 1998-06-01 | 3.72128350567242 |
| 1998-07-01 | 3.80402679684333 |
| 1998-08-01 | 3.63662542371714 |
| 1998-09-01 | 3.56882430924355 |
| 1998-10-01 | 3.55406335885971 |
| 1998-11-01 | 3.40956022913840 |
| 1998-12-01 | 3.47530458122639 |
| 1999-01-01 | 3.48056634923553 |
| 1999-02-01 | 3.57362559589498 |
| 1999-03-01 | 3.49644007594128 |
| 1999-04-01 | 3.35656032000908 |
| 1999-05-01 | 3.10592243877724 |
| 1999-06-01 | 3.23772749086271 |
| 1999-07-01 | 3.31796010982057 |
| 1999-08-01 | 3.24618212739575 |
| 1999-09-01 | 3.27600950870435 |
| 1999-10-01 | 3.15092458727696 |
| 1999-11-01 | 3.28777747339404 |
| 1999-12-01 | 3.27939336542736 |
| 2000-01-01 | 3.16590071406237 |
| 2000-02-01 | 3.15703653271913 |
| 2000-03-01 | 3.29217414566311 |
| 2000-04-01 | 3.26212931918800 |
| 2000-05-01 | 3.30792642009886 |
| 2000-06-01 | 3.34949912640020 |
| 2000-07-01 | 3.22998837701115 |
| 2000-08-01 | 3.25424245097683 |
| 2000-09-01 | 3.28360170569983 |
| 2000-10-01 | 3.25150275923484 |
| 2000-11-01 | 3.26346571479591 |
| 2000-12-01 | 3.07441252428939 |
| 2001-01-01 | 3.15913585207324 |
| 2001-02-01 | 3.15586403187874 |
| 2001-03-01 | 3.09411095101612 |
| 2001-04-01 | 3.15674619191456 |
| 2001-05-01 | 3.10578432310463 |
| 2001-06-01 | 3.15377614709449 |
| 2001-07-01 | 3.24442857824274 |
| 2001-08-01 | 3.27041082831628 |
| 2001-09-01 | 3.19684251718958 |
| 2001-10-01 | 3.24602526206528 |
| 2001-11-01 | 3.05714583144926 |
| 2001-12-01 | 3.16568358331888 |
| 2002-01-01 | 3.24419753898185 |
| 2002-02-01 | 3.25371154305827 |
| 2002-03-01 | 3.20813624999543 |
| 2002-04-01 | 3.14026586276331 |
| 2002-05-01 | 3.20496159791411 |
| 2002-06-01 | 3.15529293235692 |
| 2002-07-01 | 3.15725915523120 |
| 2002-08-01 | 3.18264301261318 |
| 2002-09-01 | 3.20847458684337 |
| 2002-10-01 | 3.23735719505363 |
| 2002-11-01 | 3.35745016108726 |
| 2002-12-01 | 3.36061267315127 |
| 2003-01-01 | 3.33306354283415 |
| 2003-02-01 | 3.24957442529039 |
| 2003-03-01 | 3.21593146409448 |
| 2003-04-01 | 3.23081815304619 |
| 2003-05-01 | 3.20001038052232 |
| 2003-06-01 | 3.14888852643217 |
| 2003-07-01 | 3.16582095614038 |
| 2003-08-01 | 3.19442680040171 |
| 2003-09-01 | 3.21179961509046 |
| 2003-10-01 | 3.23029098285124 |
| 2003-11-01 | 3.27225268320471 |
| 2003-12-01 | 3.25864358099354 |
| 2004-01-01 | 3.22666156384489 |
| 2004-02-01 | 3.24696474072640 |
| 2004-03-01 | 3.32561260309066 |
| 2004-04-01 | 3.31964043622563 |
| 2004-05-01 | 3.29812104953133 |
| 2004-06-01 | 3.34333427235913 |
| 2004-07-01 | 3.26406921411094 |
| 2004-08-01 | 3.20161517072718 |
| 2004-09-01 | 3.20494825982821 |
| 2004-10-01 | 3.22288228600365 |
| 2004-11-01 | 3.18512865400582 |
| 2004-12-01 | 3.25768532312373 |
| 2005-01-01 | 3.33633341256957 |
| 2005-02-01 | 3.35272244795652 |
| 2005-03-01 | 3.32579459927420 |
| 2005-04-01 | 3.51867513242042 |
| 2005-05-01 | 3.49679113324602 |
| 2005-06-01 | 3.53228313516336 |
| 2005-07-01 | 3.66008401778135 |
| 2005-08-01 | 3.60678150856925 |
| 2005-09-01 | 3.58898314048879 |
| 2005-10-01 | 3.51177604667246 |
| 2005-11-01 | 3.69166613991970 |
| 2005-12-01 | 3.75016919510033 |
| 2006-01-01 | 3.85903754772092 |
| 2006-02-01 | 3.97168104673306 |
| 2006-03-01 | 4.04129252947495 |
| 2006-04-01 | 3.91668160869264 |
| 2006-05-01 | 4.00275201708884 |
| 2006-06-01 | 4.01880370681212 |
| 2006-07-01 | 4.04954786241684 |
| 2006-08-01 | 4.20436154049834 |
| 2006-09-01 | 4.17258707547663 |
| 2006-10-01 | 3.99280086918549 |
| 2006-11-01 | 4.09325344239810 |
| 2006-12-01 | 4.04769894650391 |
| 2007-01-01 | 3.98023259169917 |
| 2007-02-01 | 3.87611864063335 |
| 2007-03-01 | 3.94518667340653 |
| 2007-04-01 | 4.02313072773133 |
| 2007-05-01 | 4.00723564097913 |
| 2007-06-01 | 4.02256527228021 |
| 2007-07-01 | 4.04978228412152 |
| 2007-08-01 | 3.99833423853073 |
| 2007-09-01 | 4.06250457734451 |
| 2007-10-01 | 4.17113747319471 |
| 2007-11-01 | 4.08146908275956 |
| 2007-12-01 | 3.94126935958705 |
| 2008-01-01 | 4.20420352815152 |
| 2008-02-01 | 4.19462382541148 |
| 2008-03-01 | 4.26259990429853 |
| 2008-04-01 | 4.22559771111471 |
| 2008-05-01 | 4.31453686182093 |
| 2008-06-01 | 4.32270525497386 |
| 2008-07-01 | 4.34397443608612 |
| 2008-08-01 | 4.38766739353679 |
| 2008-09-01 | 4.35891468262950 |
| 2008-10-01 | 4.35089423059168 |
| 2008-11-01 | 4.26770817388894 |
| 2008-12-01 | 4.23577989690693 |
| 2009-01-01 | 4.11194032475295 |
| 2009-02-01 | 3.99772681967355 |
| 2009-03-01 | 4.06737253590134 |
| 2009-04-01 | 4.03102463773494 |
| 2009-05-01 | 3.91265529236730 |
| 2009-06-01 | 3.93463315902781 |
| 2009-07-01 | 3.85157017736949 |
| 2009-08-01 | 3.77648616913440 |
| 2009-09-01 | 3.76618531322857 |
| 2009-10-01 | 3.74756795405806 |
| 2009-11-01 | 3.76457293356846 |
| 2009-12-01 | 3.74662451001071 |
| 2010-01-01 | 3.70493794767500 |
| 2010-02-01 | 3.69560798649155 |
| 2010-03-01 | 3.66755641117520 |
| 2010-04-01 | 3.73288311999492 |
| 2010-05-01 | 3.70962272230104 |
| 2010-06-01 | 3.64318511638207 |
| 2010-07-01 | 3.64883701490626 |
| 2010-08-01 | 3.66129293594660 |
| 2010-09-01 | 3.66908371338318 |
| 2010-10-01 | 3.74371986742024 |
| 2010-11-01 | 3.76708430711176 |
| 2010-12-01 | 3.76010665376152 |
| 2011-01-01 | 3.70277680835823 |
| 2011-02-01 | 3.69713215086159 |
| 2011-03-01 | 3.66759264911234 |
| 2011-04-01 | 3.64203536721063 |
| 2011-05-01 | 3.60169374214656 |
| 2011-06-01 | 3.64911394182042 |
| 2011-07-01 | 3.64590782592577 |
| 2011-08-01 | 3.64247150309266 |
| 2011-09-01 | 3.56269218601830 |
| 2011-10-01 | 3.54790771676741 |
| 2011-11-01 | 3.47424531700312 |
| 2011-12-01 | 3.47823304436337 |
| 2012-01-01 | 3.59841265189376 |
| 2012-02-01 | 3.59901012091116 |
| 2012-03-01 | 3.56237497880904 |
| 2012-04-01 | 3.55057483025924 |
| 2012-05-01 | 3.59842154332150 |
| 2012-06-01 | 3.55349244438001 |
| 2012-07-01 | 3.44097593269057 |
| 2012-08-01 | 3.52747106867228 |
| 2012-09-01 | 3.55038898970591 |
| 2012-10-01 | 3.45516772944801 |
| 2012-11-01 | 3.58585289300400 |
| 2012-12-01 | 3.59611393542210 |
| 2013-01-01 | 3.59339967979495 |
| 2013-02-01 | 3.60058612510793 |
| 2013-03-01 | 3.65531507509484 |
| 2013-04-01 | 3.65994356700028 |
| 2013-05-01 | 3.69370146292501 |
| 2013-06-01 | 3.65475915759254 |
| 2013-07-01 | 3.73273811985753 |
| 2013-08-01 | 3.71022968550126 |
| 2013-09-01 | 3.83590997228507 |
| 2013-10-01 | 3.75930323775811 |
| 2013-11-01 | 3.69944300182796 |
| 2013-12-01 | 3.71100505247343 |
| 2014-01-01 | 3.69144257141123 |
| 2014-02-01 | 3.70022659844196 |
| 2014-03-01 | 3.74427576391093 |
| 2014-04-01 | 3.76067742140650 |
| 2014-05-01 | 3.69503469965400 |
| 2014-06-01 | 3.84829508054983 |
| 2014-07-01 | 3.83090084802056 |
| 2014-08-01 | 3.90503643406589 |
| 2014-09-01 | 3.83494755621169 |
| 2014-10-01 | 3.76914330398888 |
| 2014-11-01 | 3.71390445110789 |
| 2014-12-01 | 3.61497304253903 |
| 2015-01-01 | 3.58602771676057 |
| 2015-02-01 | 3.48279680039481 |
| 2015-03-01 | 3.32960583643280 |
| 2015-04-01 | 3.34548186572333 |
| 2015-05-01 | 3.29735434379951 |
| 2015-06-01 | 3.24770851725204 |
| 2015-07-01 | 3.24997063700089 |
| 2015-08-01 | 3.23048940508194 |
| 2015-09-01 | 3.25358201140490 |
| 2015-10-01 | 3.18156436809232 |
| 2015-11-01 | 3.21925464882109 |
| 2015-12-01 | 3.31254198760123 |
| 2016-01-01 | 3.16841244369669 |
| 2016-02-01 | 3.15941486719433 |
| 2016-03-01 | 3.22228336527881 |
| 2016-04-01 | 3.13437217141995 |
| 2016-05-01 | 3.10440905491919 |
| 2016-06-01 | 3.04184010844267 |
| 2016-07-01 | 3.06094434109015 |
| 2016-08-01 | 3.04673827610242 |
| 2016-09-01 | 2.96633751735189 |
| 2016-10-01 | 2.99287296748868 |
| 2016-11-01 | 2.92032809347167 |
| 2016-12-01 | 2.90384196149037 |
| 2017-01-01 | 2.95527994660888 |
| 2017-02-01 | 2.94249384359181 |
| 2017-03-01 | 2.91888861755218 |
| 2017-04-01 | 2.92635659105854 |
| 2017-05-01 | 2.90919643316041 |
| 2017-06-01 | 2.93446864489660 |
| 2017-07-01 | 2.87235586943332 |
| 2017-08-01 | 2.86121511770929 |
| 2017-09-01 | 2.87476373751397 |
| 2017-10-01 | 2.89876333970538 |
| 2017-11-01 | 2.92181315923978 |
| 2017-12-01 | 2.99632435833832 |
| 2018-01-01 | 2.94436902640492 |
| 2018-02-01 | 3.03617244524789 |
| 2018-03-01 | 3.02054731199360 |
| 2018-04-01 | 3.02508106518422 |
| 2018-05-01 | 3.11636252536345 |
| 2018-06-01 | 3.02631082513868 |
| 2018-07-01 | 2.97568407167153 |
| 2018-08-01 | 2.96966182362976 |
| 2018-09-01 | 2.97739013318861 |
| 2018-10-01 | 3.00178437355076 |
| 2018-11-01 | 3.02287991429999 |
| 2018-12-01 | 2.98224593103593 |
| 2019-01-01 | 3.04227368238720 |
| 2019-02-01 | 3.03786820965942 |
| 2019-03-01 | 3.02074300857370 |
| 2019-04-01 | 3.02462109797205 |
| 2019-05-01 | 3.02114543039500 |
| 2019-06-01 | 3.02262012608963 |
| 2019-07-01 | 3.07608850185413 |
| 2019-08-01 | 3.07405286484455 |
| 2019-09-01 | 3.07885861525406 |
| 2019-10-01 | 3.00173302278529 |
| 2019-11-01 | 3.02271387421523 |
| 2019-12-01 | 2.97382437575823 |
| 2020-01-01 | 2.93991938277932 |
| 2020-02-01 | 2.83701216411951 |
| 2020-03-01 | 2.81747403192967 |
| 2020-04-01 | 2.72199607042522 |
| 2020-05-01 | 2.82254425161931 |
| 2020-06-01 | 2.83273888644005 |
| 2020-07-01 | 2.77458814920022 |
| 2020-08-01 | 2.77606443623896 |
| 2020-09-01 | 2.78350855941661 |
| 2020-10-01 | 2.80620818974707 |
| 2020-11-01 | 2.71972833713718 |
| 2020-12-01 | 2.66675052463394 |
| 2021-01-01 | 2.74013955599647 |
| 2021-02-01 | 2.73820710786393 |
| 2021-03-01 | 2.81513947720119 |
| 2021-04-01 | 2.72012660857191 |
| 2021-05-01 | 2.72011051947539 |
| 2021-06-01 | 2.73961650850850 |
| 2021-07-01 | 2.77064013207541 |
| 2021-08-01 | 2.77525963008305 |
| 2021-09-01 | 2.79049529105586 |
| 2021-10-01 | 2.90858174244728 |
| 2021-11-01 | 2.82227846039603 |
| 2021-12-01 | 2.86349478953685 |
| 2022-01-01 | 2.84221709944741 |
| 2022-02-01 | 2.83450286469643 |
| 2022-03-01 | 2.91269806906702 |
| 2022-04-01 | 2.91919255675265 |
| 2022-05-01 | 2.91923892342594 |
| 2022-06-01 | 2.93984823030656 |
| 2022-07-01 | 2.96334999210777 |
| 2022-08-01 | 2.97096385107123 |
| 2022-09-01 | 3.00169221494885 |
| 2022-10-01 | 3.01346018732025 |
| 2022-11-01 | 3.12563143427460 |
| 2022-12-01 | 3.06253960243794 |
| 2023-01-01 | 3.04423427927117 |
| 2023-02-01 | 3.13103845868459 |
| 2023-03-01 | 3.11181499717273 |
| 2023-04-01 | 3.11804172376659 |
| 2023-05-01 | 3.11851638140616 |
| 2023-06-01 | 3.03750866310939 |
| 2023-07-01 | 3.05917212684137 |
| 2023-08-01 | 3.07008354006607 |
| 2023-09-01 | 3.01067728249185 |
| 2023-10-01 | 3.01641213563268 |
| 2023-11-01 | 3.02235587085593 |
| 2023-12-01 | 3.07200007496191 |
| 2024-01-01 | 3.04096858458848 |
| 2024-02-01 | 3.12248857952389 |
| 2024-03-01 | 3.01140240130537 |
| 2024-04-01 | 3.01705469941308 |
| 2024-05-01 | 3.11712293734480 |
| 2024-06-01 | 3.03982981750948 |
| 2024-07-01 | 2.95691266651898 |
| 2024-08-01 | 2.96725723763694 |
| 2024-09-01 | 3.01655221004134 |
| 2024-10-01 | 3.02027150927398 |
| 2024-11-01 | 3.01897967652261 |
| 2024-12-01 | 2.98016352572133 |
| 2025-01-01 | 3.03487364883658 |
| 2025-02-01 | 3.01978756675749 |
| 2025-03-01 | 3.01496362508688 |
| 2025-04-01 | 3.01895558762522 |
| 2025-05-01 | 3.01622482893189 |
| 2025-06-01 | 3.03655072600380 |
| 2025-07-01 | 3.05438393973113 |
| 2025-08-01 | 3.06537342265945 |
| 2025-09-01 | 3.01612876756948 |
| 2025-10-01 | 3.02004726103328 |
| 2025-11-01 | 3.01674426211082 |
| 2025-12-01 | 2.98789699752426 |
| 2026-01-01 | 3.02995423826555 |
| 2026-02-01 | 3.02001083984948 |
| 2026-03-01 | 3.01695832189546 |
| 2026-04-01 | 3.02163244296559 |
| 2026-05-01 | 3.01703779516141 |
| 2026-06-01 | 3.03470685963667 |