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 2026-08-01 |
| Last Updated | 2026-09-18 12:20 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 | 3.6388452551 |
| 1990-02-01 | 3.5382465419 |
| 1990-03-01 | 3.5832077008 |
| 1990-04-01 | 3.3469483406 |
| 1990-05-01 | 3.4536870181 |
| 1990-06-01 | 3.5082984174 |
| 1990-07-01 | 3.4322050980 |
| 1990-08-01 | 3.4761710647 |
| 1990-09-01 | 3.4014054760 |
| 1990-10-01 | 3.3995544563 |
| 1990-11-01 | 3.4695195349 |
| 1990-12-01 | 3.3550231679 |
| 1991-01-01 | 3.2360571878 |
| 1991-02-01 | 3.3337486104 |
| 1991-03-01 | 3.1891983214 |
| 1991-04-01 | 3.2392287044 |
| 1991-05-01 | 3.1493822275 |
| 1991-06-01 | 3.0073220764 |
| 1991-07-01 | 3.1368597387 |
| 1991-08-01 | 3.0791838492 |
| 1991-09-01 | 3.0998976570 |
| 1991-10-01 | 3.0993601874 |
| 1991-11-01 | 3.0772231502 |
| 1991-12-01 | 3.0614361737 |
| 1992-01-01 | 3.0345783691 |
| 1992-02-01 | 3.0289802983 |
| 1992-03-01 | 3.1012071589 |
| 1992-04-01 | 3.0263111803 |
| 1992-05-01 | 3.1429928335 |
| 1992-06-01 | 3.1027103161 |
| 1992-07-01 | 3.0396111383 |
| 1992-08-01 | 3.1820181871 |
| 1992-09-01 | 3.1962224038 |
| 1992-10-01 | 3.1995476503 |
| 1992-11-01 | 3.2828762088 |
| 1992-12-01 | 3.2599619574 |
| 1993-01-01 | 3.3420456420 |
| 1993-02-01 | 3.3368812373 |
| 1993-03-01 | 3.5159199560 |
| 1993-04-01 | 3.3152137058 |
| 1993-05-01 | 3.3373525404 |
| 1993-06-01 | 3.2900117342 |
| 1993-07-01 | 3.3334104628 |
| 1993-08-01 | 3.2796668681 |
| 1993-09-01 | 3.2943350060 |
| 1993-10-01 | 3.3036702545 |
| 1993-11-01 | 3.2969337714 |
| 1993-12-01 | 3.3612441902 |
| 1994-01-01 | 3.3402437778 |
| 1994-02-01 | 3.4452250759 |
| 1994-03-01 | 3.4346378091 |
| 1994-04-01 | 3.5018500902 |
| 1994-05-01 | 3.4274786483 |
| 1994-06-01 | 3.4704266250 |
| 1994-07-01 | 3.5313117721 |
| 1994-08-01 | 3.5729569454 |
| 1994-09-01 | 3.5889511475 |
| 1994-10-01 | 3.6093064859 |
| 1994-11-01 | 3.6147234786 |
| 1994-12-01 | 3.5585326808 |
| 1995-01-01 | 3.6475568433 |
| 1995-02-01 | 3.5594278687 |
| 1995-03-01 | 3.5464658691 |
| 1995-04-01 | 3.5960358576 |
| 1995-05-01 | 3.6223277785 |
| 1995-06-01 | 3.6453609919 |
| 1995-07-01 | 3.5281945730 |
| 1995-08-01 | 3.5594862288 |
| 1995-09-01 | 3.4863769350 |
| 1995-10-01 | 3.7179085469 |
| 1995-11-01 | 3.6344891841 |
| 1995-12-01 | 3.6628626912 |
| 1996-01-01 | 3.5486840009 |
| 1996-02-01 | 3.3620817807 |
| 1996-03-01 | 3.5477784696 |
| 1996-04-01 | 3.6025151673 |
| 1996-05-01 | 3.5147065933 |
| 1996-06-01 | 3.5316795403 |
| 1996-07-01 | 3.5232719758 |
| 1996-08-01 | 3.4509099814 |
| 1996-09-01 | 3.3793242329 |
| 1996-10-01 | 3.2264607675 |
| 1996-11-01 | 3.3355028742 |
| 1996-12-01 | 3.4648350308 |
| 1997-01-01 | 3.5651488429 |
| 1997-02-01 | 3.5759065810 |
| 1997-03-01 | 3.5317622219 |
| 1997-04-01 | 3.8225447645 |
| 1997-05-01 | 3.7084540523 |
| 1997-06-01 | 3.7172513503 |
| 1997-07-01 | 3.7104929303 |
| 1997-08-01 | 3.8376272526 |
| 1997-09-01 | 3.8707892311 |
| 1997-10-01 | 3.8477716951 |
| 1997-11-01 | 3.8332374745 |
| 1997-12-01 | 3.7680133978 |
| 1998-01-01 | 3.4722210303 |
| 1998-02-01 | 3.6788781489 |
| 1998-03-01 | 3.7139313212 |
| 1998-04-01 | 3.6425514796 |
| 1998-05-01 | 3.7062826143 |
| 1998-06-01 | 3.7212834180 |
| 1998-07-01 | 3.8040271521 |
| 1998-08-01 | 3.6366254220 |
| 1998-09-01 | 3.5688243233 |
| 1998-10-01 | 3.5540625865 |
| 1998-11-01 | 3.4095579469 |
| 1998-12-01 | 3.4753042267 |
| 1999-01-01 | 3.4805752775 |
| 1999-02-01 | 3.5736210748 |
| 1999-03-01 | 3.4964390337 |
| 1999-04-01 | 3.3565599910 |
| 1999-05-01 | 3.1059223947 |
| 1999-06-01 | 3.2377274071 |
| 1999-07-01 | 3.3179604967 |
| 1999-08-01 | 3.2461822635 |
| 1999-09-01 | 3.2760096470 |
| 1999-10-01 | 3.1509243719 |
| 1999-11-01 | 3.2877755222 |
| 1999-12-01 | 3.2793932441 |
| 2000-01-01 | 3.1659063562 |
| 2000-02-01 | 3.1570329554 |
| 2000-03-01 | 3.2921738065 |
| 2000-04-01 | 3.2621292546 |
| 2000-05-01 | 3.3079264686 |
| 2000-06-01 | 3.3494991077 |
| 2000-07-01 | 3.2299887139 |
| 2000-08-01 | 3.2542426567 |
| 2000-09-01 | 3.2836018982 |
| 2000-10-01 | 3.2515026786 |
| 2000-11-01 | 3.2634644174 |
| 2000-12-01 | 3.0744125251 |
| 2001-01-01 | 3.1591388399 |
| 2001-02-01 | 3.1558613652 |
| 2001-03-01 | 3.0941111222 |
| 2001-04-01 | 3.1567463049 |
| 2001-05-01 | 3.1057844106 |
| 2001-06-01 | 3.1537761800 |
| 2001-07-01 | 3.2444288345 |
| 2001-08-01 | 3.2704110435 |
| 2001-09-01 | 3.1968427147 |
| 2001-10-01 | 3.2460253402 |
| 2001-11-01 | 3.0571451358 |
| 2001-12-01 | 3.1656837515 |
| 2002-01-01 | 3.2441979794 |
| 2002-02-01 | 3.2537102484 |
| 2002-03-01 | 3.2081365907 |
| 2002-04-01 | 3.1402660962 |
| 2002-05-01 | 3.2049617638 |
| 2002-06-01 | 3.1552930507 |
| 2002-07-01 | 3.1572593020 |
| 2002-08-01 | 3.1826431481 |
| 2002-09-01 | 3.2084746818 |
| 2002-10-01 | 3.2373571960 |
| 2002-11-01 | 3.3574496795 |
| 2002-12-01 | 3.3606125904 |
| 2003-01-01 | 3.3330636273 |
| 2003-02-01 | 3.2495740660 |
| 2003-03-01 | 3.2159315745 |
| 2003-04-01 | 3.2308182692 |
| 2003-05-01 | 3.2000104858 |
| 2003-06-01 | 3.1488886319 |
| 2003-07-01 | 3.1658210699 |
| 2003-08-01 | 3.1944268831 |
| 2003-09-01 | 3.2117996699 |
| 2003-10-01 | 3.2302910269 |
| 2003-11-01 | 3.2722522295 |
| 2003-12-01 | 3.2586435081 |
| 2004-01-01 | 3.2266615683 |
| 2004-02-01 | 3.2469647524 |
| 2004-03-01 | 3.3256126484 |
| 2004-04-01 | 3.3196405044 |
| 2004-05-01 | 3.2981211077 |
| 2004-06-01 | 3.3433343292 |
| 2004-07-01 | 3.2640692710 |
| 2004-08-01 | 3.2016151922 |
| 2004-09-01 | 3.2049482756 |
| 2004-10-01 | 3.2228822989 |
| 2004-11-01 | 3.1851283739 |
| 2004-12-01 | 3.2576853290 |
| 2005-01-01 | 3.3363334242 |
| 2005-02-01 | 3.3527224701 |
| 2005-03-01 | 3.3257946445 |
| 2005-04-01 | 3.5186751859 |
| 2005-05-01 | 3.4967911593 |
| 2005-06-01 | 3.5322831519 |
| 2005-07-01 | 3.6600840394 |
| 2005-08-01 | 3.6067814936 |
| 2005-09-01 | 3.5889831370 |
| 2005-10-01 | 3.5117760481 |
| 2005-11-01 | 3.6916660154 |
| 2005-12-01 | 3.7501691922 |
| 2006-01-01 | 3.8590375523 |
| 2006-02-01 | 3.9716810641 |
| 2006-03-01 | 4.0412925697 |
| 2006-04-01 | 3.9166816491 |
| 2006-05-01 | 4.0027520268 |
| 2006-06-01 | 4.0188037077 |
| 2006-07-01 | 4.0495478700 |
| 2006-08-01 | 4.2043615100 |
| 2006-09-01 | 4.1725870629 |
| 2006-10-01 | 3.9928008645 |
| 2006-11-01 | 4.0932534286 |
| 2006-12-01 | 4.0476989357 |
| 2007-01-01 | 3.9802325873 |
| 2007-02-01 | 3.8761186471 |
| 2007-03-01 | 3.9451866943 |
| 2007-04-01 | 4.0231307485 |
| 2007-05-01 | 4.0072356428 |
| 2007-06-01 | 4.0225652709 |
| 2007-07-01 | 4.0497822880 |
| 2007-08-01 | 3.9983342129 |
| 2007-09-01 | 4.0625045722 |
| 2007-10-01 | 4.1711374784 |
| 2007-11-01 | 4.0814690791 |
| 2007-12-01 | 3.9412693564 |
| 2008-01-01 | 4.2042035269 |
| 2008-02-01 | 4.1946238312 |
| 2008-03-01 | 4.2625999142 |
| 2008-04-01 | 4.2255977199 |
| 2008-05-01 | 4.3145368611 |
| 2008-06-01 | 4.3227052531 |
| 2008-07-01 | 4.3439744374 |
| 2008-08-01 | 4.3876673755 |
| 2008-09-01 | 4.3589146805 |
| 2008-10-01 | 4.3508942361 |
| 2008-11-01 | 4.2677081727 |
| 2008-12-01 | 4.2357798957 |
| 2009-01-01 | 4.1119403264 |
| 2009-02-01 | 3.9977268247 |
| 2009-03-01 | 4.0673725387 |
| 2009-04-01 | 4.0310246395 |
| 2009-05-01 | 3.9126552940 |
| 2009-06-01 | 3.9346331601 |
| 2009-07-01 | 3.8515701730 |
| 2009-08-01 | 3.7764861624 |
| 2009-09-01 | 3.7661853128 |
| 2009-10-01 | 3.7475679552 |
| 2009-11-01 | 3.7645729317 |
| 2009-12-01 | 3.7466245083 |
| 2010-01-01 | 3.7049379494 |
| 2010-02-01 | 3.6956079891 |
| 2010-03-01 | 3.6675564130 |
| 2010-04-01 | 3.7328831232 |
| 2010-05-01 | 3.7096227266 |
| 2010-06-01 | 3.6431851211 |
| 2010-07-01 | 3.6488370102 |
| 2010-08-01 | 3.6612929380 |
| 2010-09-01 | 3.6690837115 |
| 2010-10-01 | 3.7437198584 |
| 2010-11-01 | 3.7670842964 |
| 2010-12-01 | 3.7601066447 |
| 2011-01-01 | 3.7027768075 |
| 2011-02-01 | 3.6971321533 |
| 2011-03-01 | 3.6675926568 |
| 2011-04-01 | 3.6420353781 |
| 2011-05-01 | 3.6016937694 |
| 2011-06-01 | 3.6491139556 |
| 2011-07-01 | 3.6459078252 |
| 2011-08-01 | 3.6424714939 |
| 2011-09-01 | 3.5626921803 |
| 2011-10-01 | 3.5479076927 |
| 2011-11-01 | 3.4742452872 |
| 2011-12-01 | 3.4782330178 |
| 2012-01-01 | 3.5984126401 |
| 2012-02-01 | 3.5990101235 |
| 2012-03-01 | 3.5623750298 |
| 2012-04-01 | 3.5505748529 |
| 2012-05-01 | 3.5984215942 |
| 2012-06-01 | 3.5534924676 |
| 2012-07-01 | 3.4409759439 |
| 2012-08-01 | 3.5274710566 |
| 2012-09-01 | 3.5503889918 |
| 2012-10-01 | 3.4551677065 |
| 2012-11-01 | 3.5858528604 |
| 2012-12-01 | 3.5961136855 |
| 2013-01-01 | 3.5933996464 |
| 2013-02-01 | 3.6005860981 |
| 2013-03-01 | 3.6553154533 |
| 2013-04-01 | 3.6599435652 |
| 2013-05-01 | 3.6937015168 |
| 2013-06-01 | 3.6547591798 |
| 2013-07-01 | 3.7327381372 |
| 2013-08-01 | 3.7102296606 |
| 2013-09-01 | 3.8359099751 |
| 2013-10-01 | 3.7593032071 |
| 2013-11-01 | 3.6994429536 |
| 2013-12-01 | 3.7110045478 |
| 2014-01-01 | 3.6914425017 |
| 2014-02-01 | 3.7002265378 |
| 2014-03-01 | 3.7442764902 |
| 2014-04-01 | 3.7606774074 |
| 2014-05-01 | 3.6950347585 |
| 2014-06-01 | 3.8482951325 |
| 2014-07-01 | 3.8309009244 |
| 2014-08-01 | 3.9050364934 |
| 2014-09-01 | 3.8349476530 |
| 2014-10-01 | 3.7691432979 |
| 2014-11-01 | 3.7139042235 |
| 2014-12-01 | 3.6149719143 |
| 2015-01-01 | 3.5860271049 |
| 2015-02-01 | 3.4827962772 |
| 2015-03-01 | 3.3296066256 |
| 2015-04-01 | 3.3454823864 |
| 2015-05-01 | 3.2973561916 |
| 2015-06-01 | 3.2477097850 |
| 2015-07-01 | 3.2499714000 |
| 2015-08-01 | 3.2304892633 |
| 2015-09-01 | 3.2535808626 |
| 2015-10-01 | 3.1815624154 |
| 2015-11-01 | 3.2192522549 |
| 2015-12-01 | 3.3125391290 |
| 2016-01-01 | 3.1684110904 |
| 2016-02-01 | 3.1594147922 |
| 2016-03-01 | 3.2222857455 |
| 2016-04-01 | 3.1343758872 |
| 2016-05-01 | 3.1044155969 |
| 2016-06-01 | 3.0418449678 |
| 2016-07-01 | 3.0609465351 |
| 2016-08-01 | 3.0467365992 |
| 2016-09-01 | 2.9663319988 |
| 2016-10-01 | 2.9928650381 |
| 2016-11-01 | 2.9203202686 |
| 2016-12-01 | 2.9038359934 |
| 2017-01-01 | 2.9552782676 |
| 2017-02-01 | 2.9424927128 |
| 2017-03-01 | 2.9188944415 |
| 2017-04-01 | 2.9263656851 |
| 2017-05-01 | 2.9092131445 |
| 2017-06-01 | 2.9344836538 |
| 2017-07-01 | 2.8723676466 |
| 2017-08-01 | 2.8612225072 |
| 2017-09-01 | 2.8747647282 |
| 2017-10-01 | 2.8986799207 |
| 2017-11-01 | 2.9218058133 |
| 2017-12-01 | 2.9963224999 |
| 2018-01-01 | 2.9443636893 |
| 2018-02-01 | 3.0361642831 |
| 2018-03-01 | 3.0205946610 |
| 2018-04-01 | 3.0250935192 |
| 2018-05-01 | 3.1163924258 |
| 2018-06-01 | 3.0263425278 |
| 2018-07-01 | 2.9757141417 |
| 2018-08-01 | 2.9696843740 |
| 2018-09-01 | 2.9773997495 |
| 2018-10-01 | 3.0015654613 |
| 2018-11-01 | 3.0228695113 |
| 2018-12-01 | 2.9822467333 |
| 2019-01-01 | 3.0422688860 |
| 2019-02-01 | 3.0378650173 |
| 2019-03-01 | 3.0208481340 |
| 2019-04-01 | 3.0246482360 |
| 2019-05-01 | 3.0211917695 |
| 2019-06-01 | 3.0226686156 |
| 2019-07-01 | 3.0761330996 |
| 2019-08-01 | 3.0740903022 |
| 2019-09-01 | 3.0788875792 |
| 2019-10-01 | 3.0014058067 |
| 2019-11-01 | 3.0225442693 |
| 2019-12-01 | 2.9738670583 |
| 2020-01-01 | 2.9399514039 |
| 2020-02-01 | 2.8370489775 |
| 2020-03-01 | 2.8176489512 |
| 2020-04-01 | 2.7220434562 |
| 2020-05-01 | 2.8225893234 |
| 2020-06-01 | 2.8328461802 |
| 2020-07-01 | 2.7746002170 |
| 2020-08-01 | 2.7760660624 |
| 2020-09-01 | 2.7835102877 |
| 2020-10-01 | 2.8058412964 |
| 2020-11-01 | 2.7193990642 |
| 2020-12-01 | 2.6667876229 |
| 2021-01-01 | 2.7401853594 |
| 2021-02-01 | 2.7383946128 |
| 2021-03-01 | 2.8153945403 |
| 2021-04-01 | 2.7202689302 |
| 2021-05-01 | 2.7203141494 |
| 2021-06-01 | 2.7398950449 |
| 2021-07-01 | 2.7703098550 |
| 2021-08-01 | 2.7749792107 |
| 2021-09-01 | 2.7904876827 |
| 2021-10-01 | 2.9081733926 |
| 2021-11-01 | 2.8217408724 |
| 2021-12-01 | 2.8635563865 |
| 2022-01-01 | 2.8423466895 |
| 2022-02-01 | 2.8349558371 |
| 2022-03-01 | 2.9131698605 |
| 2022-04-01 | 2.9195672703 |
| 2022-05-01 | 2.9196934488 |
| 2022-06-01 | 2.9403153861 |
| 2022-07-01 | 2.9625146014 |
| 2022-08-01 | 2.9701554412 |
| 2022-09-01 | 3.0014331303 |
| 2022-10-01 | 3.0128831380 |
| 2022-11-01 | 3.1249007362 |
| 2022-12-01 | 3.0626114231 |
| 2023-01-01 | 3.0445453906 |
| 2023-02-01 | 3.1319816342 |
| 2023-03-01 | 3.1126881601 |
| 2023-04-01 | 3.1189068478 |
| 2023-05-01 | 3.1195849181 |
| 2023-06-01 | 3.0385854288 |
| 2023-07-01 | 3.0573490874 |
| 2023-08-01 | 3.0679507182 |
| 2023-09-01 | 3.0097715490 |
| 2023-10-01 | 3.0155544556 |
| 2023-11-01 | 3.0215276959 |
| 2023-12-01 | 3.0723090672 |
| 2024-01-01 | 3.0418431403 |
| 2024-02-01 | 3.1242083239 |
| 2024-03-01 | 3.0129355399 |
| 2024-04-01 | 3.0185132616 |
| 2024-05-01 | 3.1186858043 |
| 2024-06-01 | 3.0412292058 |
| 2024-07-01 | 2.9541513706 |
| 2024-08-01 | 2.9634331271 |
| 2024-09-01 | 3.0148607374 |
| 2024-10-01 | 3.0190967348 |
| 2024-11-01 | 3.0182526429 |
| 2024-12-01 | 2.9807538277 |
| 2025-01-01 | 3.0363862962 |
| 2025-02-01 | 3.0222931193 |
| 2025-03-01 | 3.0172056445 |
| 2025-04-01 | 3.0210550887 |
| 2025-05-01 | 3.0183070049 |
| 2025-06-01 | 3.0383358910 |
| 2025-07-01 | 3.0501704596 |
| 2025-08-01 | 3.0595575331 |
| 2025-09-01 | 3.0137695625 |
| 2025-10-01 | 3.0185990272 |
| 2025-11-01 | 3.0162126647 |
| 2025-12-01 | 2.9888667851 |
| 2026-01-01 | 3.0321827317 |
| 2026-02-01 | 3.0234369911 |
| 2026-03-01 | 3.0201442404 |
| 2026-04-01 | 3.0244770922 |
| 2026-05-01 | 3.0196004557 |
| 2026-06-01 | 3.0366189799 |
| 2026-07-01 | 3.0473574284 |
| 2026-08-01 | 3.0555102894 |