Table Data - All Employees: Wholesale Trade in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Wholesale Trade in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191004100000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:46 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 | 129.888809214036 |
| 1990-02-01 | 130.451109625863 |
| 1990-03-01 | 130.244277052261 |
| 1990-04-01 | 130.682702967546 |
| 1990-05-01 | 131.102229378991 |
| 1990-06-01 | 131.213630387311 |
| 1990-07-01 | 131.963182278629 |
| 1990-08-01 | 132.773142382630 |
| 1990-09-01 | 132.496317637992 |
| 1990-10-01 | 132.341615736686 |
| 1990-11-01 | 132.346380465079 |
| 1990-12-01 | 132.627633120726 |
| 1991-01-01 | 133.142495028698 |
| 1991-02-01 | 132.885617237923 |
| 1991-03-01 | 132.747526254783 |
| 1991-04-01 | 131.173542830625 |
| 1991-05-01 | 131.393683018210 |
| 1991-06-01 | 131.505217771834 |
| 1991-07-01 | 131.876481911747 |
| 1991-08-01 | 131.869743572383 |
| 1991-09-01 | 131.390608558115 |
| 1991-10-01 | 131.365116560151 |
| 1991-11-01 | 130.763794199524 |
| 1991-12-01 | 130.437687754081 |
| 1992-01-01 | 130.026379050388 |
| 1992-02-01 | 129.779150004304 |
| 1992-03-01 | 129.390383270076 |
| 1992-04-01 | 130.161706811007 |
| 1992-05-01 | 130.382331769526 |
| 1992-06-01 | 130.279882946244 |
| 1992-07-01 | 129.604688395239 |
| 1992-08-01 | 129.262903447413 |
| 1992-09-01 | 129.194292908364 |
| 1992-10-01 | 130.496570449757 |
| 1992-11-01 | 130.303006978912 |
| 1992-12-01 | 130.547690060697 |
| 1993-01-01 | 130.662821103041 |
| 1993-02-01 | 130.683697729655 |
| 1993-03-01 | 131.078078027682 |
| 1993-04-01 | 134.964841466584 |
| 1993-05-01 | 135.035943606801 |
| 1993-06-01 | 135.010720045186 |
| 1993-07-01 | 134.684306057938 |
| 1993-08-01 | 134.405463345780 |
| 1993-09-01 | 135.370123806462 |
| 1993-10-01 | 134.852576252179 |
| 1993-11-01 | 135.090111588205 |
| 1993-12-01 | 135.268674526905 |
| 1994-01-01 | 134.009697879420 |
| 1994-02-01 | 134.078066843113 |
| 1994-03-01 | 134.136384477347 |
| 1994-04-01 | 134.567908346909 |
| 1994-05-01 | 134.573137904290 |
| 1994-06-01 | 134.882340526305 |
| 1994-07-01 | 135.463510686780 |
| 1994-08-01 | 135.843735496817 |
| 1994-09-01 | 135.931032426903 |
| 1994-10-01 | 137.133312111186 |
| 1994-11-01 | 137.735129564380 |
| 1994-12-01 | 138.541426943136 |
| 1995-01-01 | 136.666298690428 |
| 1995-02-01 | 137.030537029711 |
| 1995-03-01 | 137.303710275420 |
| 1995-04-01 | 139.453973425135 |
| 1995-05-01 | 139.665974489527 |
| 1995-06-01 | 140.149134317442 |
| 1995-07-01 | 140.406283362545 |
| 1995-08-01 | 140.664934570856 |
| 1995-09-01 | 141.124638276641 |
| 1995-10-01 | 141.511184448087 |
| 1995-11-01 | 141.700352807938 |
| 1995-12-01 | 142.223575769025 |
| 1996-01-01 | 142.741128643304 |
| 1996-02-01 | 143.184772867461 |
| 1996-03-01 | 143.432099255980 |
| 1996-04-01 | 143.741134544873 |
| 1996-05-01 | 144.466743548467 |
| 1996-06-01 | 145.056176246420 |
| 1996-07-01 | 145.843204295545 |
| 1996-08-01 | 146.603257330872 |
| 1996-09-01 | 147.039197740665 |
| 1996-10-01 | 146.871251680417 |
| 1996-11-01 | 147.352452510981 |
| 1996-12-01 | 147.882440170113 |
| 1997-01-01 | 149.403017891476 |
| 1997-02-01 | 150.368520232524 |
| 1997-03-01 | 151.268375671072 |
| 1997-04-01 | 151.991229516641 |
| 1997-05-01 | 152.730116994573 |
| 1997-06-01 | 153.545057292876 |
| 1997-07-01 | 154.324726249304 |
| 1997-08-01 | 154.791166282153 |
| 1997-09-01 | 155.405384748240 |
| 1997-10-01 | 156.529203771124 |
| 1997-11-01 | 156.328733096914 |
| 1997-12-01 | 156.785614487642 |
| 1998-01-01 | 160.489492554536 |
| 1998-02-01 | 161.274803926901 |
| 1998-03-01 | 161.346853424482 |
| 1998-04-01 | 163.055620927659 |
| 1998-05-01 | 163.864678233798 |
| 1998-06-01 | 164.133005385213 |
| 1998-07-01 | 164.347559758699 |
| 1998-08-01 | 165.216356448377 |
| 1998-09-01 | 165.552516466584 |
| 1998-10-01 | 166.962234520507 |
| 1998-11-01 | 168.046865913143 |
| 1998-12-01 | 167.951654487073 |
| 1999-01-01 | 167.800059605203 |
| 1999-02-01 | 168.384536839541 |
| 1999-03-01 | 168.501548002391 |
| 1999-04-01 | 168.417007215236 |
| 1999-05-01 | 169.080652179159 |
| 1999-06-01 | 169.270203104987 |
| 1999-07-01 | 170.517013242976 |
| 1999-08-01 | 170.882052724254 |
| 1999-09-01 | 171.513598585858 |
| 1999-10-01 | 171.576548404835 |
| 1999-11-01 | 172.085107490070 |
| 1999-12-01 | 173.166489728602 |
| 2000-01-01 | 174.088065949480 |
| 2000-02-01 | 173.886731480920 |
| 2000-03-01 | 174.950459442274 |
| 2000-04-01 | 176.746211856619 |
| 2000-05-01 | 177.013780643986 |
| 2000-06-01 | 177.908242277642 |
| 2000-07-01 | 176.848376978759 |
| 2000-08-01 | 177.023827011499 |
| 2000-09-01 | 177.697012298113 |
| 2000-10-01 | 178.355797592339 |
| 2000-11-01 | 179.034377450448 |
| 2000-12-01 | 178.988283465154 |
| 2001-01-01 | 181.738311272098 |
| 2001-02-01 | 182.151903054552 |
| 2001-03-01 | 181.870235830958 |
| 2001-04-01 | 180.899630573074 |
| 2001-05-01 | 179.968616405988 |
| 2001-06-01 | 179.976976284822 |
| 2001-07-01 | 179.167427463445 |
| 2001-08-01 | 178.739190324809 |
| 2001-09-01 | 177.662023940529 |
| 2001-10-01 | 176.832140256592 |
| 2001-11-01 | 175.141876897568 |
| 2001-12-01 | 174.645566251054 |
| 2002-01-01 | 174.392027085751 |
| 2002-02-01 | 173.817042412774 |
| 2002-03-01 | 173.761157486839 |
| 2002-04-01 | 172.758147404876 |
| 2002-05-01 | 172.637808927682 |
| 2002-06-01 | 172.369532903647 |
| 2002-07-01 | 172.557790215442 |
| 2002-08-01 | 172.340231375116 |
| 2002-09-01 | 172.302342244990 |
| 2002-10-01 | 171.698475283565 |
| 2002-11-01 | 171.685226718589 |
| 2002-12-01 | 171.638930875229 |
| 2003-01-01 | 170.675335544680 |
| 2003-02-01 | 170.115096247293 |
| 2003-03-01 | 169.627210192477 |
| 2003-04-01 | 169.311195533640 |
| 2003-05-01 | 168.514104098995 |
| 2003-06-01 | 168.040544840616 |
| 2003-07-01 | 167.473296796118 |
| 2003-08-01 | 167.045869726966 |
| 2003-09-01 | 166.778506594619 |
| 2003-10-01 | 166.587881093396 |
| 2003-11-01 | 166.086493200075 |
| 2003-12-01 | 165.692404249776 |
| 2004-01-01 | 166.001497353371 |
| 2004-02-01 | 165.863971623349 |
| 2004-03-01 | 165.923005336650 |
| 2004-04-01 | 165.759045828861 |
| 2004-05-01 | 165.860569324732 |
| 2004-06-01 | 165.191545893944 |
| 2004-07-01 | 166.209125372340 |
| 2004-08-01 | 166.084953985772 |
| 2004-09-01 | 165.749809132592 |
| 2004-10-01 | 166.774552955520 |
| 2004-11-01 | 166.418686594842 |
| 2004-12-01 | 166.221397950645 |
| 2005-01-01 | 166.014096239100 |
| 2005-02-01 | 165.885181103620 |
| 2005-03-01 | 166.022510367200 |
| 2005-04-01 | 167.308433533733 |
| 2005-05-01 | 167.461567983232 |
| 2005-06-01 | 167.230185109593 |
| 2005-07-01 | 168.811071046848 |
| 2005-08-01 | 169.055078149422 |
| 2005-09-01 | 169.570987848272 |
| 2005-10-01 | 169.150418467550 |
| 2005-11-01 | 169.520439860804 |
| 2005-12-01 | 170.097855041979 |
| 2006-01-01 | 170.867913712821 |
| 2006-02-01 | 171.272296536651 |
| 2006-03-01 | 171.702759756406 |
| 2006-04-01 | 172.182440165208 |
| 2006-05-01 | 172.673895601708 |
| 2006-06-01 | 173.171251263025 |
| 2006-07-01 | 173.333012596797 |
| 2006-08-01 | 174.032382466672 |
| 2006-09-01 | 174.578645221407 |
| 2006-10-01 | 174.900546270697 |
| 2006-11-01 | 175.594924067734 |
| 2006-12-01 | 175.886933947658 |
| 2007-01-01 | 175.500387232575 |
| 2007-02-01 | 176.545620948048 |
| 2007-03-01 | 177.017186957785 |
| 2007-04-01 | 177.275150898759 |
| 2007-05-01 | 177.551596904027 |
| 2007-06-01 | 178.350685382376 |
| 2007-07-01 | 178.434312000906 |
| 2007-08-01 | 178.575804445046 |
| 2007-09-01 | 178.710444210421 |
| 2007-10-01 | 180.844508436172 |
| 2007-11-01 | 181.483980759324 |
| 2007-12-01 | 181.289652974970 |
| 2008-01-01 | 181.712532791067 |
| 2008-02-01 | 181.852813135645 |
| 2008-03-01 | 181.527945785181 |
| 2008-04-01 | 181.425727474532 |
| 2008-05-01 | 181.101396496383 |
| 2008-06-01 | 180.605929841106 |
| 2008-07-01 | 179.879696731772 |
| 2008-08-01 | 179.610537827865 |
| 2008-09-01 | 178.721431680925 |
| 2008-10-01 | 178.189171269492 |
| 2008-11-01 | 177.355529008398 |
| 2008-12-01 | 176.241110456025 |
| 2009-01-01 | 175.092432275713 |
| 2009-02-01 | 173.579185210970 |
| 2009-03-01 | 171.809340815414 |
| 2009-04-01 | 170.085053784908 |
| 2009-05-01 | 168.895121640009 |
| 2009-06-01 | 167.341768526883 |
| 2009-07-01 | 166.669354402436 |
| 2009-08-01 | 165.811799408884 |
| 2009-09-01 | 165.270901832556 |
| 2009-10-01 | 164.482822934985 |
| 2009-11-01 | 163.639241136887 |
| 2009-12-01 | 163.683513072505 |
| 2010-01-01 | 163.892003211260 |
| 2010-02-01 | 163.262202761487 |
| 2010-03-01 | 163.718930929446 |
| 2010-04-01 | 163.525891937254 |
| 2010-05-01 | 163.803845803920 |
| 2010-06-01 | 163.802288583022 |
| 2010-07-01 | 164.503989328714 |
| 2010-08-01 | 164.571541558004 |
| 2010-09-01 | 164.352521171932 |
| 2010-10-01 | 164.899261446126 |
| 2010-11-01 | 165.212634565221 |
| 2010-12-01 | 165.350386146767 |
| 2011-01-01 | 165.686021394310 |
| 2011-02-01 | 166.340700746832 |
| 2011-03-01 | 166.534662746347 |
| 2011-04-01 | 167.499634192673 |
| 2011-05-01 | 167.855868787941 |
| 2011-06-01 | 168.116990540971 |
| 2011-07-01 | 168.196683415449 |
| 2011-08-01 | 168.478037888140 |
| 2011-09-01 | 169.143969655601 |
| 2011-10-01 | 169.440337979581 |
| 2011-11-01 | 169.858592374503 |
| 2011-12-01 | 170.206659833313 |
| 2012-01-01 | 170.693717774226 |
| 2012-02-01 | 171.394993631266 |
| 2012-03-01 | 172.071636946449 |
| 2012-04-01 | 172.793470461016 |
| 2012-05-01 | 173.575435656267 |
| 2012-06-01 | 174.017026884023 |
| 2012-07-01 | 174.186705865758 |
| 2012-08-01 | 174.572210957693 |
| 2012-09-01 | 174.897198214398 |
| 2012-10-01 | 174.487652358498 |
| 2012-11-01 | 175.402373298528 |
| 2012-12-01 | 175.663240343434 |
| 2013-01-01 | 176.057862456188 |
| 2013-02-01 | 176.309036615675 |
| 2013-03-01 | 176.822259019724 |
| 2013-04-01 | 177.114521991281 |
| 2013-05-01 | 177.243830672131 |
| 2013-06-01 | 177.681684073184 |
| 2013-07-01 | 177.670466456996 |
| 2013-08-01 | 178.032475240718 |
| 2013-09-01 | 177.955689907387 |
| 2013-10-01 | 179.343417029640 |
| 2013-11-01 | 180.540523473723 |
| 2013-12-01 | 180.728310558957 |
| 2014-01-01 | 180.133781424089 |
| 2014-02-01 | 180.373487957471 |
| 2014-03-01 | 181.099686867516 |
| 2014-04-01 | 181.175923228463 |
| 2014-05-01 | 181.524727089303 |
| 2014-06-01 | 182.293370668667 |
| 2014-07-01 | 183.067625772503 |
| 2014-08-01 | 183.579618853281 |
| 2014-09-01 | 183.983922017676 |
| 2014-10-01 | 185.378927565866 |
| 2014-11-01 | 185.594422070968 |
| 2014-12-01 | 185.890635915142 |
| 2015-01-01 | 187.999968443054 |
| 2015-02-01 | 188.353195576891 |
| 2015-03-01 | 188.685131795544 |
| 2015-04-01 | 189.046648273522 |
| 2015-05-01 | 189.388227476647 |
| 2015-06-01 | 189.737797289603 |
| 2015-07-01 | 190.030507601936 |
| 2015-08-01 | 190.348803595238 |
| 2015-09-01 | 190.377194327223 |
| 2015-10-01 | 189.585622564769 |
| 2015-11-01 | 189.140328089619 |
| 2015-12-01 | 188.585614674228 |
| 2016-01-01 | 192.819446182105 |
| 2016-02-01 | 193.080319528967 |
| 2016-03-01 | 192.781151368641 |
| 2016-04-01 | 192.969138481578 |
| 2016-05-01 | 192.701555192721 |
| 2016-06-01 | 192.483001966990 |
| 2016-07-01 | 192.835425698670 |
| 2016-08-01 | 192.919216441725 |
| 2016-09-01 | 192.938245417082 |
| 2016-10-01 | 192.470276908817 |
| 2016-11-01 | 192.642224092369 |
| 2016-12-01 | 192.790918447568 |
| 2017-01-01 | 192.813818839374 |
| 2017-02-01 | 192.380759724189 |
| 2017-03-01 | 192.452138542267 |
| 2017-04-01 | 192.328123148664 |
| 2017-05-01 | 192.965003766343 |
| 2017-06-01 | 194.126831612505 |
| 2017-07-01 | 193.466527862025 |
| 2017-08-01 | 194.370584534841 |
| 2017-09-01 | 194.898185415086 |
| 2017-10-01 | 195.238695353964 |
| 2017-11-01 | 195.495544347407 |
| 2017-12-01 | 196.155186078309 |
| 2018-01-01 | 196.818780561490 |
| 2018-02-01 | 197.237300996054 |
| 2018-03-01 | 197.810547478982 |
| 2018-04-01 | 198.373882460757 |
| 2018-05-01 | 198.854465902384 |
| 2018-06-01 | 199.940503561201 |
| 2018-07-01 | 198.994854636642 |
| 2018-08-01 | 199.564829531859 |
| 2018-09-01 | 200.087672107318 |
| 2018-10-01 | 200.701539219338 |
| 2018-11-01 | 200.794526896710 |
| 2018-12-01 | 201.161741962712 |
| 2019-01-01 | 201.538276138211 |
| 2019-02-01 | 202.365645858969 |
| 2019-03-01 | 202.537093933226 |
| 2019-04-01 | 202.984493785883 |
| 2019-05-01 | 203.351505369394 |
| 2019-06-01 | 203.863619196672 |
| 2019-07-01 | 204.314892529921 |
| 2019-08-01 | 204.384236899324 |
| 2019-09-01 | 204.596026003479 |
| 2019-10-01 | 205.152800470847 |
| 2019-11-01 | 206.199787803409 |
| 2019-12-01 | 206.134341503093 |
| 2020-01-01 | 206.749602730139 |
| 2020-02-01 | 207.332196547171 |
| 2020-03-01 | 207.050665511109 |
| 2020-04-01 | 198.670125725669 |
| 2020-05-01 | 199.161015159093 |
| 2020-06-01 | 199.186422603209 |
| 2020-07-01 | 199.522973392627 |
| 2020-08-01 | 200.238523510697 |
| 2020-09-01 | 200.289066384634 |
| 2020-10-01 | 201.660978649906 |
| 2020-11-01 | 202.445114131206 |
| 2020-12-01 | 203.278146192382 |
| 2021-01-01 | 204.157546022608 |
| 2021-02-01 | 204.994162309237 |
| 2021-03-01 | 206.426944385265 |
| 2021-04-01 | 207.828051523845 |
| 2021-05-01 | 208.562148060424 |
| 2021-06-01 | 210.476127266801 |
| 2021-07-01 | 212.486320801264 |
| 2021-08-01 | 213.797432576333 |
| 2021-09-01 | 213.512213190491 |
| 2021-10-01 | 216.791193817137 |
| 2021-11-01 | 218.511367411349 |
| 2021-12-01 | 220.442442525592 |
| 2022-01-01 | 220.024458024551 |
| 2022-02-01 | 222.322463096407 |
| 2022-03-01 | 223.231461813267 |
| 2022-04-01 | 226.654637846660 |
| 2022-05-01 | 228.315825914340 |
| 2022-06-01 | 228.535999771233 |
| 2022-07-01 | 231.160287696356 |
| 2022-08-01 | 232.335654638668 |
| 2022-09-01 | 233.034853219206 |
| 2022-10-01 | 234.560438587040 |
| 2022-11-01 | 235.034893560931 |
| 2022-12-01 | 235.666821786212 |
| 2023-01-01 | 236.880077454647 |
| 2023-02-01 | 236.928155569456 |
| 2023-03-01 | 236.865863841218 |
| 2023-04-01 | 237.278421421450 |
| 2023-05-01 | 236.680905303778 |
| 2023-06-01 | 236.688253863438 |
| 2023-07-01 | 234.627704945112 |
| 2023-08-01 | 233.878897591542 |
| 2023-09-01 | 234.040167869655 |
| 2023-10-01 | 233.115627476970 |
| 2023-11-01 | 232.614963468109 |
| 2023-12-01 | 232.574885977564 |
| 2024-01-01 | 231.166772342159 |
| 2024-02-01 | 230.981325463824 |
| 2024-03-01 | 230.728607439063 |
| 2024-04-01 | 230.286215601781 |
| 2024-05-01 | 230.568679375790 |
| 2024-06-01 | 231.474175285191 |
| 2024-07-01 | 230.423747257996 |
| 2024-08-01 | 230.625700092899 |
| 2024-09-01 | 230.749185548289 |
| 2024-10-01 | 230.066365845188 |
| 2024-11-01 | 230.272393882812 |
| 2024-12-01 | 229.876338946027 |
| 2025-01-01 | 230.002391674452 |
| 2025-02-01 | 230.012130489569 |
| 2025-03-01 | 229.820936299673 |
| 2025-04-01 | 229.346130535565 |
| 2025-05-01 | 228.757685542806 |
| 2025-06-01 | 228.361929562428 |
| 2025-07-01 | 228.392514798526 |
| 2025-08-01 | 228.121916537778 |
| 2025-09-01 | 227.809527664057 |
| 2025-10-01 | 227.888675541203 |
| 2025-11-01 | 227.491313783992 |
| 2025-12-01 | 227.825649605598 |
| 2026-01-01 | 228.260668837980 |
| 2026-02-01 | 227.537823682980 |
| 2026-03-01 | 227.847930948770 |
| 2026-04-01 | 227.130371719901 |
| 2026-05-01 | 227.455027394451 |
| 2026-06-01 | 228.176278960458 |