NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-04-01 Last Updated: 2024-05-18 6:00 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/WICH648NRMNN). 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 3.6388448995678297 1990-02-01 3.5382468367006600 1990-03-01 3.5832082075243100 1990-04-01 3.3469485499788396 1990-05-01 3.4536872239263200 1990-06-01 3.5082986966223997 1990-07-01 3.4322050912063800 1990-08-01 3.4761710598121600 1990-09-01 3.4014053612535800 1990-10-01 3.3995542324994100 1990-11-01 3.4695191479616100 1990-12-01 3.3550227935221404 1991-01-01 3.2360567493049400 1991-02-01 3.3337487332771003 1991-03-01 3.1891987769705703 1991-04-01 3.2392289776308703 1991-05-01 3.1493826150016600 1991-06-01 3.0073225479213900 1991-07-01 3.1368599196421200 1991-08-01 3.0791838784410900 1991-09-01 3.0998974654508800 1991-10-01 3.0993598206271800 1991-11-01 3.0772226027622600 1991-12-01 3.0614355885085500 1992-01-01 3.0345776880086297 1992-02-01 3.0289802017121300 1992-03-01 3.1012076383809197 1992-04-01 3.0263117702363096 1992-05-01 3.1429939321592997 1992-06-01 3.1027114755733503 1992-07-01 3.0396116314150200 1992-08-01 3.1820183193929600 1992-09-01 3.1962227674292203 1992-10-01 3.1995404381810900 1992-11-01 3.2828774506051600 1992-12-01 3.2599637607959400 1993-01-01 3.3420474345018900 1993-02-01 3.3368786740755403 1993-03-01 3.5159219849434100 1993-04-01 3.3152151112284796 1993-05-01 3.3373540868518500 1993-06-01 3.2900130347569703 1993-07-01 3.3334102209779500 1993-08-01 3.2796657717921205 1993-09-01 3.2943352961749603 1993-10-01 3.3036545044552303 1993-11-01 3.2969337330675400 1993-12-01 3.3612533349407703 1994-01-01 3.3402539340445400 1994-02-01 3.4452256865911600 1994-03-01 3.4346313895380100 1994-04-01 3.5018519196701097 1994-05-01 3.4274826663435602 1994-06-01 3.4704301006101400 1994-07-01 3.5313110084217993 1994-08-01 3.5729526532881004 1994-09-01 3.5889482297394104 1994-10-01 3.6092725740105800 1994-11-01 3.6147084394770097 1994-12-01 3.5585317240529000 1995-01-01 3.6476625062849997 1995-02-01 3.5594127544953800 1995-03-01 3.5464355614724400 1995-04-01 3.5960290516568500 1995-05-01 3.6223296931851500 1995-06-01 3.6453635760488000 1995-07-01 3.5281965234470802 1995-08-01 3.5594804793420400 1995-09-01 3.4863729156193597 1995-10-01 3.7178688039683700 1995-11-01 3.6344434871215600 1995-12-01 3.6628576040780803 1996-01-01 3.5488863033808000 1996-02-01 3.3620353003622800 1996-03-01 3.5477292894024597 1996-04-01 3.6025021474726597 1996-05-01 3.5147071630596900 1996-06-01 3.5316803511676900 1996-07-01 3.5232770845465100 1996-08-01 3.4509044420463600 1996-09-01 3.3793203537781900 1996-10-01 3.2264213386589000 1996-11-01 3.3354383033577800 1996-12-01 3.4648246383782597 1997-01-01 3.5654509114474000 1997-02-01 3.5758035774205800 1997-03-01 3.5317078414746703 1997-04-01 3.8225260961830500 1997-05-01 3.7084510705534600 1997-06-01 3.7172480557390695 1997-07-01 3.7105019195064504 1997-08-01 3.8376239003716400 1997-09-01 3.8707881148090500 1997-10-01 3.8477356797779305 1997-11-01 3.8331499024346503 1997-12-01 3.7680090840199000 1998-01-01 3.4725263787948597 1998-02-01 3.6787390126620000 1998-03-01 3.7138821359868600 1998-04-01 3.6425377657739197 1998-05-01 3.7062815994482200 1998-06-01 3.7212804692319500 1998-07-01 3.8040386645583200 1998-08-01 3.6366253574321800 1998-09-01 3.5688247888490703 1998-10-01 3.5540367426952004 1998-11-01 3.4094811745188000 1998-12-01 3.4752924415786000 1999-01-01 3.4808761142708398 1999-02-01 3.5734687119839500 1999-03-01 3.4964039865686500 1999-04-01 3.3565488692248100 1999-05-01 3.1059209002606300 1999-06-01 3.2377245892656297 1999-07-01 3.3179731395686700 1999-08-01 3.2461868492694900 1999-09-01 3.2760143012746400 1999-10-01 3.1509172854312597 1999-11-01 3.2877098424938400 1999-12-01 3.2793893885137404 2000-01-01 3.1660964448742400 2000-02-01 3.1569123849153000 2000-03-01 3.2921623931993502 2000-04-01 3.2621270435318800 2000-05-01 3.3079280771902297 2000-06-01 3.3494984685994305 2000-07-01 3.2299997971957897 2000-08-01 3.2542495794646000 2000-09-01 3.2836083712687100 2000-10-01 3.2515001379806803 2000-11-01 3.2634206940076400 2000-12-01 3.0744127769188196 2001-01-01 3.1592394916728903 2001-02-01 3.1557714885890196 2001-03-01 3.0941168617609800 2001-04-01 3.1567500860518600 2001-05-01 3.1057873305128503 2001-06-01 3.1537772717661500 2001-07-01 3.2444373239292004 2001-08-01 3.2704182818008400 2001-09-01 3.1968493571982597 2001-10-01 3.2460280844928504 2001-11-01 3.0571216525725498 2001-12-01 3.1656896480521604 2002-01-01 3.2442127902588203 2002-02-01 3.2536666010379602 2002-03-01 3.2081480376211900 2002-04-01 3.1402739326715200 2002-05-01 3.2049673209476697 2002-06-01 3.1552970131294900 2002-07-01 3.1572642257852697 2002-08-01 3.1826476972057100 2002-09-01 3.2084778714060400 2002-10-01 3.2373572829858500 2002-11-01 3.3574333931795400 2002-12-01 3.3606099702280700 2003-01-01 3.3330664571267300 2003-02-01 3.2495619522780603 2003-03-01 3.2159352721494400 2003-04-01 3.2308221594266200 2003-05-01 3.2000140156306800 2003-06-01 3.1488921738559900 2003-07-01 3.1658248979039900 2003-08-01 3.1944296678848800 2003-09-01 3.2118015213172400 2003-10-01 3.2302925216068603 2003-11-01 3.2722369018704800 2003-12-01 3.2586411395964700 2004-01-01 3.2266617148708400 2004-02-01 3.2469651415727000 2004-03-01 3.3256141623667900 2004-04-01 3.3196427886014400 2004-05-01 3.2981230574290095 2004-06-01 3.3433362401170097 2004-07-01 3.2640711839700700 2004-08-01 3.2016159167517597 2004-09-01 3.2049488104017300 2004-10-01 3.2228827513059700 2004-11-01 3.1851189172634300 2004-12-01 3.2576855330365000 2005-01-01 3.3363338221851900 2005-02-01 3.3527232254105597 2005-03-01 3.3257961629683703 2005-04-01 3.5186769830456095 2005-05-01 3.4967920346371400 2005-06-01 3.5322837124901300 2005-07-01 3.6600847628711700 2005-08-01 3.6067809852890496 2005-09-01 3.5889830164109804 2005-10-01 3.5117761083402300 2005-11-01 3.6916618070292997 2005-12-01 3.7501690965297003 2006-01-01 3.8590377216178400 2006-02-01 3.9716816769814800 2006-03-01 4.0412939554872000 2006-04-01 3.9166830377786600 2006-05-01 4.0027523590403000 2006-06-01 4.0188037003820090 2006-07-01 4.0495480372257795 2006-08-01 4.2043603594836090 2006-09-01 4.1725865287345500 2006-10-01 3.9928006743571096 2006-11-01 4.0932530028014200 2006-12-01 4.0476987076406400 2007-01-01 3.9802326734766096 2007-02-01 3.8761191336644103 2007-03-01 3.9451876340880094 2007-04-01 4.0231315429339100 2007-05-01 4.0072355631416600 2007-06-01 4.0225648542515100 2007-07-01 4.0497818686802600 2007-08-01 3.9983327880252700 2007-09-01 4.0625040154483700 2007-10-01 4.1711376314540500 2007-11-01 4.0814693207973500 2007-12-01 3.9412699116672100 2008-01-01 4.2042044470674504 2008-02-01 4.1946249723566496 2008-03-01 4.2626008864525495 2008-04-01 4.2255979592776500 2008-05-01 4.3145358474922800 2008-06-01 4.3227034616106500 2008-07-01 4.3439724072020205 2008-08-01 4.3876652374923700 2008-09-01 4.3589147365443800 2008-10-01 4.3508964269913300 2008-11-01 4.2677138729016000 2008-12-01 4.2357832418435490 2009-01-01 4.1119453280049600 2009-02-01 3.9977226766269300 2009-03-01 4.0673640652392296 2009-04-01 4.0310154355884800 2009-05-01 3.9126495191009400 2009-06-01 3.9346336229197800 2009-07-01 3.8515667341766900 2009-08-01 3.7764972692041496 2009-09-01 3.7661987758906696 2009-10-01 3.7475824030167600 2009-11-01 3.7645852229594303 2009-12-01 3.7466260051658202 2010-01-01 3.7049370105043797 2010-02-01 3.6955842490750097 2010-03-01 3.6675224667586900 2010-04-01 3.7328507075455297 2010-05-01 3.7096071170552496 2010-06-01 3.6431950751491200 2010-07-01 3.6488512839023400 2010-08-01 3.6613393276245500 2010-09-01 3.6691290038243802 2010-10-01 3.7437541801078500 2010-11-01 3.7671006346984703 2010-12-01 3.7600992550312500 2011-01-01 3.7027680473597600 2011-02-01 3.6970785794779903 2011-03-01 3.6675114050861697 2011-04-01 3.6419554395298497 2011-05-01 3.6016354848084102 2011-06-01 3.6490520073873500 2011-07-01 3.6458295724747503 2011-08-01 3.6430768300245298 2011-09-01 3.5626540141824900 2011-10-01 3.5478737706084300 2011-11-01 3.4742091882759100 2011-12-01 3.4781918779253500 2012-01-01 3.5983811650287003 2012-02-01 3.5989426486428400 2012-03-01 3.5622090453570200 2012-04-01 3.5504765654249500 2012-05-01 3.5983418033195798 2012-06-01 3.5533760814665700 2012-07-01 3.4408330867159700 2012-08-01 3.5286019463751700 2012-09-01 3.5502687483794700 2012-10-01 3.4550565401781297 2012-11-01 3.5857461611532300 2012-12-01 3.5959986026796300 2013-01-01 3.5933021159162903 2013-02-01 3.6004518161796804 2013-03-01 3.6553122510355300 2013-04-01 3.6597784710112000 2013-05-01 3.6935673633935600 2013-06-01 3.6545599064311900 2013-07-01 3.7324871759435405 2013-08-01 3.7119637768523503 2013-09-01 3.8356725072398000 2013-10-01 3.7590927464323105 2013-11-01 3.6992652672813700 2013-12-01 3.7108190003241000 2014-01-01 3.6912737758531295 2014-02-01 3.7000344039917100 2014-03-01 3.7444613959305000 2014-04-01 3.7604463396686203 2014-05-01 3.6948431117977596 2014-06-01 3.8483135999470400 2014-07-01 3.8305886078443700 2014-08-01 3.9068010162165500 2014-09-01 3.8346414058937697 2014-10-01 3.7688440239301197 2014-11-01 3.7136253167758704 2014-12-01 3.6151533661880500 2015-01-01 3.5857673181665803 2015-02-01 3.4825397361713097 2015-03-01 3.3299830706596296 2015-04-01 3.3451903694646203 2015-05-01 3.2970457611210797 2015-06-01 3.2478345341406900 2015-07-01 3.2495808278730696 2015-08-01 3.2318493921816405 2015-09-01 3.2532662006642300 2015-10-01 3.1813054276761700 2015-11-01 3.2190369220804400 2015-12-01 3.3131760183944100 2016-01-01 3.1682035951941403 2016-02-01 3.1591878955864705 2016-03-01 3.2226205196273300 2016-04-01 3.1339889899717500 2016-05-01 3.1039120044165402 2016-06-01 3.0420036674156200 2016-07-01 3.0604656482058500 2016-08-01 3.0474911449089700 2016-09-01 2.9661848379176700 2016-10-01 2.9928509531632400 2016-11-01 2.9203640157302600 2016-12-01 2.9049492663353200 2017-01-01 2.9551667431707900 2017-02-01 2.9422636365995600 2017-03-01 2.9191929304959000 2017-04-01 2.9257677404833400 2017-05-01 2.9084445429639800 2017-06-01 2.9343517412759100 2017-07-01 2.8715701113403600 2017-08-01 2.8609990182897300 2017-09-01 2.8740876372706500 2017-10-01 2.9016864025450900 2017-11-01 2.9212454094374600 2017-12-01 2.9986288626661700 2018-01-01 2.9438377928090698 2018-02-01 3.0355981427537997 2018-03-01 3.0206396621141500 2018-04-01 3.0240932860709195 2018-05-01 3.1152066530597096 2018-06-01 3.0258937066867597 2018-07-01 2.9745139375643900 2018-08-01 2.9683974832347704 2018-09-01 2.9759863578216805 2018-10-01 3.0090704098220997 2018-11-01 3.0214220809433900 2018-12-01 2.9854948179963303 2019-01-01 3.0411858639587903 2019-02-01 3.0368767625780397 2019-03-01 3.0204811702510900 2019-04-01 3.0230732058507300 2019-05-01 3.0196135423707400 2019-06-01 3.0217401356763305 2019-07-01 3.0746681428433997 2019-08-01 3.0725784835689800 2019-09-01 3.0773162506972700 2019-10-01 3.0141416521451500 2019-11-01 3.0164921860048700 2019-12-01 2.9785489014755000 2020-01-01 2.9391171965706700 2020-02-01 2.8361436735241200 2020-03-01 2.8171746231249397 2020-04-01 2.7207074773513598 2020-05-01 2.8216295088159300 2020-06-01 2.8267247033861500 2020-07-01 2.7741110782068596 2020-08-01 2.7783643218760800 2020-09-01 2.7832906186110598 2020-10-01 2.8208521064925898 2020-11-01 2.7061026644109796 2020-12-01 2.6733888252138303 2021-01-01 2.7426999600321205 2021-02-01 2.7364977302402900 2021-03-01 2.8133318966964302 2021-04-01 2.7182514070185900 2021-05-01 2.7194721992235897 2021-06-01 2.7310294956961000 2021-07-01 2.7714391908548200 2021-08-01 2.7808366025072004 2021-09-01 2.7914031163207800 2021-10-01 2.9265951036142200 2021-11-01 2.7996858233879798 2021-12-01 2.8711381157925100 2022-01-01 2.8504627381257004 2022-02-01 2.8332075653262400 2022-03-01 2.9073818968531400 2022-04-01 2.9152201202405500 2022-05-01 2.9182126341452600 2022-06-01 2.9277401327935500 2022-07-01 2.9674971927847897 2022-08-01 2.9839844200912100 2022-09-01 3.0029694701112204 2022-10-01 3.0319710705048000 2022-11-01 3.0941227914272305 2022-12-01 3.0664261689890293 2023-01-01 3.0624524391317800 2023-02-01 3.1306382646165100 2023-03-01 3.1003787845681603 2023-04-01 3.1099277125918996 2023-05-01 3.1156365332933500 2023-06-01 3.1249378446949400 2023-07-01 3.0668906918593697 2023-08-01 2.9892315761205697 2023-09-01 3.0134011285641800 2023-10-01 3.0339512332871700 2023-11-01 3.0890403724395696 2023-12-01 3.0681975991335800 2024-01-01 3.0670519232147400 2024-02-01 3.1232426416997300 2024-03-01 3.0954940530571200 2024-04-01 3.1055222775194400