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 2026-04-01 |
| Last Updated | 2026-05-26 12:53 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 | 129.888817894393 |
| 1990-02-01 | 130.451119708575 |
| 1990-03-01 | 130.244362984922 |
| 1990-04-01 | 130.682678860592 |
| 1990-05-01 | 131.102209238597 |
| 1990-06-01 | 131.213608605402 |
| 1990-07-01 | 131.963163989224 |
| 1990-08-01 | 132.773121671384 |
| 1990-09-01 | 132.496307481765 |
| 1990-10-01 | 132.341611741842 |
| 1990-11-01 | 132.346383980267 |
| 1990-12-01 | 132.627640512481 |
| 1991-01-01 | 133.142509849455 |
| 1991-02-01 | 132.885634459420 |
| 1991-03-01 | 132.747609875008 |
| 1991-04-01 | 131.173518770996 |
| 1991-05-01 | 131.393659432195 |
| 1991-06-01 | 131.505191490526 |
| 1991-07-01 | 131.876459488961 |
| 1991-08-01 | 131.869720266782 |
| 1991-09-01 | 131.390598965315 |
| 1991-10-01 | 131.365111489884 |
| 1991-11-01 | 130.763801215425 |
| 1991-12-01 | 130.437698946951 |
| 1992-01-01 | 130.026401267225 |
| 1992-02-01 | 129.779180479970 |
| 1992-03-01 | 129.390478256353 |
| 1992-04-01 | 130.161662096809 |
| 1992-05-01 | 130.382295331345 |
| 1992-06-01 | 130.279848936645 |
| 1992-07-01 | 129.604660193842 |
| 1992-08-01 | 129.262877717149 |
| 1992-09-01 | 129.194285908803 |
| 1992-10-01 | 130.496568550142 |
| 1992-11-01 | 130.303022104570 |
| 1992-12-01 | 130.547709697748 |
| 1993-01-01 | 130.662852553407 |
| 1993-02-01 | 130.683739632295 |
| 1993-03-01 | 131.078186125489 |
| 1993-04-01 | 134.964771706347 |
| 1993-05-01 | 135.035888613431 |
| 1993-06-01 | 135.010673792181 |
| 1993-07-01 | 134.684269351266 |
| 1993-08-01 | 134.405434720949 |
| 1993-09-01 | 135.370122046858 |
| 1993-10-01 | 134.852581343209 |
| 1993-11-01 | 135.090135419052 |
| 1993-12-01 | 135.268713701544 |
| 1994-01-01 | 134.009735561772 |
| 1994-02-01 | 134.078118763405 |
| 1994-03-01 | 134.136493541980 |
| 1994-04-01 | 134.567816076301 |
| 1994-05-01 | 134.573067098924 |
| 1994-06-01 | 134.882283784034 |
| 1994-07-01 | 135.463468251170 |
| 1994-08-01 | 135.843709381036 |
| 1994-09-01 | 135.931038168297 |
| 1994-10-01 | 137.133329151416 |
| 1994-11-01 | 137.735169562835 |
| 1994-12-01 | 138.541501317129 |
| 1995-01-01 | 136.666318131570 |
| 1995-02-01 | 137.030575526682 |
| 1995-03-01 | 137.303805851834 |
| 1995-04-01 | 139.453873030679 |
| 1995-05-01 | 139.665893974867 |
| 1995-06-01 | 140.149071736243 |
| 1995-07-01 | 140.406240750744 |
| 1995-08-01 | 140.664914642314 |
| 1995-09-01 | 141.124651854296 |
| 1995-10-01 | 141.511213734484 |
| 1995-11-01 | 141.700404813088 |
| 1995-12-01 | 142.223681171951 |
| 1996-01-01 | 142.741119778631 |
| 1996-02-01 | 143.184790303430 |
| 1996-03-01 | 143.432180640662 |
| 1996-04-01 | 143.741029077702 |
| 1996-05-01 | 144.466662803067 |
| 1996-06-01 | 145.056118034252 |
| 1996-07-01 | 145.843169092511 |
| 1996-08-01 | 146.603247913762 |
| 1996-09-01 | 147.039216847329 |
| 1996-10-01 | 146.871291185148 |
| 1996-11-01 | 147.352513506496 |
| 1996-12-01 | 147.882564378130 |
| 1997-01-01 | 149.402975532839 |
| 1997-02-01 | 150.368498429653 |
| 1997-03-01 | 151.268441564279 |
| 1997-04-01 | 151.991137314429 |
| 1997-05-01 | 152.730048918254 |
| 1997-06-01 | 153.545012589073 |
| 1997-07-01 | 154.324704230885 |
| 1997-08-01 | 154.791166832205 |
| 1997-09-01 | 155.405404150227 |
| 1997-10-01 | 156.529245493611 |
| 1997-11-01 | 156.328785431316 |
| 1997-12-01 | 156.785725756659 |
| 1998-01-01 | 160.489443577170 |
| 1998-02-01 | 161.274758080655 |
| 1998-03-01 | 161.346899226009 |
| 1998-04-01 | 163.055551453838 |
| 1998-05-01 | 163.864631158021 |
| 1998-06-01 | 164.132977407002 |
| 1998-07-01 | 164.347550423601 |
| 1998-08-01 | 165.216363302530 |
| 1998-09-01 | 165.552529843659 |
| 1998-10-01 | 166.962267165256 |
| 1998-11-01 | 168.046907894960 |
| 1998-12-01 | 167.951736887945 |
| 1999-01-01 | 167.800013674247 |
| 1999-02-01 | 168.384478473485 |
| 1999-03-01 | 168.501581136063 |
| 1999-04-01 | 168.416970823686 |
| 1999-05-01 | 169.080630941008 |
| 1999-06-01 | 169.270193393027 |
| 1999-07-01 | 170.517014455934 |
| 1999-08-01 | 170.882059135711 |
| 1999-09-01 | 171.513601985706 |
| 1999-10-01 | 171.576563234456 |
| 1999-11-01 | 172.085127435360 |
| 1999-12-01 | 173.166512901601 |
| 2000-01-01 | 174.088053200889 |
| 2000-02-01 | 173.886694398328 |
| 2000-03-01 | 174.950490970592 |
| 2000-04-01 | 176.746192699982 |
| 2000-05-01 | 177.013776528829 |
| 2000-06-01 | 177.908243652961 |
| 2000-07-01 | 176.848381326757 |
| 2000-08-01 | 177.023828718395 |
| 2000-09-01 | 177.697006986867 |
| 2000-10-01 | 178.355795560582 |
| 2000-11-01 | 179.034381866642 |
| 2000-12-01 | 178.988260307397 |
| 2001-01-01 | 181.738328614984 |
| 2001-02-01 | 182.151889343130 |
| 2001-03-01 | 181.870266504087 |
| 2001-04-01 | 180.899626767770 |
| 2001-05-01 | 179.968623244940 |
| 2001-06-01 | 179.976982315655 |
| 2001-07-01 | 179.167430579762 |
| 2001-08-01 | 178.739186874072 |
| 2001-09-01 | 177.662014157960 |
| 2001-10-01 | 176.832127745984 |
| 2001-11-01 | 175.141866761413 |
| 2001-12-01 | 174.645514051158 |
| 2002-01-01 | 174.392069278407 |
| 2002-02-01 | 173.817053898093 |
| 2002-03-01 | 173.761176780234 |
| 2002-04-01 | 172.758155308420 |
| 2002-05-01 | 172.637818224165 |
| 2002-06-01 | 172.369535777013 |
| 2002-07-01 | 172.557788312864 |
| 2002-08-01 | 172.340225652016 |
| 2002-09-01 | 172.302331784875 |
| 2002-10-01 | 171.698459617008 |
| 2002-11-01 | 171.685219051336 |
| 2002-12-01 | 171.638889569194 |
| 2003-01-01 | 170.675364633608 |
| 2003-02-01 | 170.115110462982 |
| 2003-03-01 | 169.627227951522 |
| 2003-04-01 | 169.311205714263 |
| 2003-05-01 | 168.514110320452 |
| 2003-06-01 | 168.040545860885 |
| 2003-07-01 | 167.473293852132 |
| 2003-08-01 | 167.045864504270 |
| 2003-09-01 | 166.778498204618 |
| 2003-10-01 | 166.587869836820 |
| 2003-11-01 | 166.086489786111 |
| 2003-12-01 | 165.692377048871 |
| 2004-01-01 | 166.001512799686 |
| 2004-02-01 | 165.863983963712 |
| 2004-03-01 | 165.923016720752 |
| 2004-04-01 | 165.759055211060 |
| 2004-05-01 | 165.860571921914 |
| 2004-06-01 | 165.191545306419 |
| 2004-07-01 | 166.209122215607 |
| 2004-08-01 | 166.084950575406 |
| 2004-09-01 | 165.749803810004 |
| 2004-10-01 | 166.774546523630 |
| 2004-11-01 | 166.418687039036 |
| 2004-12-01 | 166.221387745756 |
| 2005-01-01 | 166.014099205864 |
| 2005-02-01 | 165.885185601595 |
| 2005-03-01 | 166.022517197191 |
| 2005-04-01 | 167.308440106570 |
| 2005-05-01 | 167.461568929624 |
| 2005-06-01 | 167.230184866919 |
| 2005-07-01 | 168.811068961578 |
| 2005-08-01 | 169.055076545848 |
| 2005-09-01 | 169.570985337814 |
| 2005-10-01 | 169.150415475973 |
| 2005-11-01 | 169.520439352145 |
| 2005-12-01 | 170.097850570281 |
| 2006-01-01 | 170.867915640535 |
| 2006-02-01 | 171.272297857542 |
| 2006-03-01 | 171.702763362376 |
| 2006-04-01 | 172.182444781811 |
| 2006-05-01 | 172.673895763326 |
| 2006-06-01 | 173.171250374861 |
| 2006-07-01 | 173.333010901391 |
| 2006-08-01 | 174.032381919414 |
| 2006-09-01 | 174.578643663616 |
| 2006-10-01 | 174.900544305755 |
| 2006-11-01 | 175.594923673246 |
| 2006-12-01 | 175.886933669089 |
| 2007-01-01 | 175.500388365259 |
| 2007-02-01 | 176.545621144203 |
| 2007-03-01 | 177.017188913183 |
| 2007-04-01 | 177.275153815321 |
| 2007-05-01 | 177.551597037885 |
| 2007-06-01 | 178.350684137813 |
| 2007-07-01 | 178.434309446586 |
| 2007-08-01 | 178.575804299009 |
| 2007-09-01 | 178.710443973746 |
| 2007-10-01 | 180.844507069348 |
| 2007-11-01 | 181.483980617123 |
| 2007-12-01 | 181.289653163023 |
| 2008-01-01 | 181.712534732986 |
| 2008-02-01 | 181.852813742582 |
| 2008-03-01 | 181.527947187565 |
| 2008-04-01 | 181.425729048893 |
| 2008-05-01 | 181.101396297155 |
| 2008-06-01 | 180.605927276905 |
| 2008-07-01 | 179.879692710372 |
| 2008-08-01 | 179.610537439478 |
| 2008-09-01 | 178.721433513034 |
| 2008-10-01 | 178.189172299201 |
| 2008-11-01 | 177.355530608736 |
| 2008-12-01 | 176.241111326487 |
| 2009-01-01 | 175.092433487805 |
| 2009-02-01 | 173.579184620714 |
| 2009-03-01 | 171.809340285164 |
| 2009-04-01 | 170.085053062038 |
| 2009-05-01 | 168.895120405984 |
| 2009-06-01 | 167.341765077146 |
| 2009-07-01 | 166.669349702755 |
| 2009-08-01 | 165.811799710702 |
| 2009-09-01 | 165.270908803889 |
| 2009-10-01 | 164.482831771529 |
| 2009-11-01 | 163.639246154061 |
| 2009-12-01 | 163.683512553126 |
| 2010-01-01 | 163.891998395054 |
| 2010-02-01 | 163.262195387348 |
| 2010-03-01 | 163.718925563490 |
| 2010-04-01 | 163.525889204898 |
| 2010-05-01 | 163.803843147182 |
| 2010-06-01 | 163.802280429899 |
| 2010-07-01 | 164.503983783573 |
| 2010-08-01 | 164.571547615673 |
| 2010-09-01 | 164.352541509399 |
| 2010-10-01 | 164.899283195671 |
| 2010-11-01 | 165.212651128427 |
| 2010-12-01 | 165.350437725916 |
| 2011-01-01 | 165.685934061383 |
| 2011-02-01 | 166.340682174492 |
| 2011-03-01 | 166.534648509217 |
| 2011-04-01 | 167.499625634808 |
| 2011-05-01 | 167.855860507348 |
| 2011-06-01 | 168.116975724317 |
| 2011-07-01 | 168.196680773883 |
| 2011-08-01 | 168.478061352919 |
| 2011-09-01 | 169.144019419421 |
| 2011-10-01 | 169.440380585021 |
| 2011-11-01 | 169.858654296574 |
| 2011-12-01 | 170.206818324612 |
| 2012-01-01 | 170.693416613178 |
| 2012-02-01 | 171.394976827539 |
| 2012-03-01 | 172.071611331901 |
| 2012-04-01 | 172.793446158503 |
| 2012-05-01 | 173.575415487823 |
| 2012-06-01 | 174.017006187056 |
| 2012-07-01 | 174.186709154358 |
| 2012-08-01 | 174.572258709612 |
| 2012-09-01 | 174.897296228707 |
| 2012-10-01 | 174.487726122816 |
| 2012-11-01 | 175.402517801329 |
| 2012-12-01 | 175.663591757047 |
| 2013-01-01 | 176.057244560684 |
| 2013-02-01 | 176.308977710296 |
| 2013-03-01 | 176.822203172738 |
| 2013-04-01 | 177.114472979670 |
| 2013-05-01 | 177.243797921609 |
| 2013-06-01 | 177.681674500435 |
| 2013-07-01 | 177.670496045549 |
| 2013-08-01 | 178.032557211561 |
| 2013-09-01 | 177.955840191610 |
| 2013-10-01 | 179.343531223831 |
| 2013-11-01 | 180.540756363753 |
| 2013-12-01 | 180.728807793697 |
| 2014-01-01 | 180.132907960651 |
| 2014-02-01 | 180.373375167182 |
| 2014-03-01 | 181.099593954942 |
| 2014-04-01 | 181.175831083445 |
| 2014-05-01 | 181.524677936672 |
| 2014-06-01 | 182.293365094407 |
| 2014-07-01 | 183.067705758071 |
| 2014-08-01 | 183.579699626939 |
| 2014-09-01 | 183.984111624198 |
| 2014-10-01 | 185.379101088335 |
| 2014-11-01 | 185.594749154806 |
| 2014-12-01 | 185.891254106994 |
| 2015-01-01 | 187.998941952377 |
| 2015-02-01 | 188.352992134201 |
| 2015-03-01 | 188.684992718870 |
| 2015-04-01 | 189.046519569665 |
| 2015-05-01 | 189.388159822577 |
| 2015-06-01 | 189.737819127311 |
| 2015-07-01 | 190.030649708435 |
| 2015-08-01 | 190.348735961089 |
| 2015-09-01 | 190.377303418887 |
| 2015-10-01 | 189.585841604117 |
| 2015-11-01 | 189.140801138324 |
| 2015-12-01 | 188.586343605941 |
| 2016-01-01 | 192.818615110255 |
| 2016-02-01 | 193.080157326205 |
| 2016-03-01 | 192.780965840893 |
| 2016-04-01 | 192.968886483329 |
| 2016-05-01 | 192.701308721224 |
| 2016-06-01 | 192.482864363966 |
| 2016-07-01 | 192.835536831496 |
| 2016-08-01 | 192.918928103577 |
| 2016-09-01 | 192.938109313876 |
| 2016-10-01 | 192.470268764577 |
| 2016-11-01 | 192.644189363898 |
| 2016-12-01 | 192.791581332144 |
| 2017-01-01 | 192.813348303877 |
| 2017-02-01 | 192.380515652777 |
| 2017-03-01 | 192.451617273911 |
| 2017-04-01 | 192.327355942327 |
| 2017-05-01 | 192.964228342954 |
| 2017-06-01 | 194.126513047018 |
| 2017-07-01 | 193.466951746777 |
| 2017-08-01 | 194.370828156322 |
| 2017-09-01 | 194.896676144482 |
| 2017-10-01 | 195.239079409519 |
| 2017-11-01 | 195.499531887926 |
| 2017-12-01 | 196.156034451092 |
| 2018-01-01 | 196.818551346774 |
| 2018-02-01 | 197.236576413870 |
| 2018-03-01 | 197.809634461946 |
| 2018-04-01 | 198.373422112206 |
| 2018-05-01 | 198.848720134560 |
| 2018-06-01 | 199.941858470718 |
| 2018-07-01 | 198.996944637079 |
| 2018-08-01 | 199.566102454552 |
| 2018-09-01 | 200.084839432818 |
| 2018-10-01 | 200.703064673534 |
| 2018-11-01 | 200.801679973801 |
| 2018-12-01 | 201.161078663446 |
| 2019-01-01 | 201.537718387162 |
| 2019-02-01 | 202.366128916467 |
| 2019-03-01 | 202.533117908797 |
| 2019-04-01 | 202.980438691656 |
| 2019-05-01 | 203.341662868686 |
| 2019-06-01 | 203.872418207388 |
| 2019-07-01 | 204.318264051430 |
| 2019-08-01 | 204.386608437953 |
| 2019-09-01 | 204.592219119802 |
| 2019-10-01 | 205.155686297105 |
| 2019-11-01 | 206.208538321694 |
| 2019-12-01 | 206.131925133170 |
| 2020-01-01 | 206.747962678330 |
| 2020-02-01 | 207.333346723807 |
| 2020-03-01 | 207.042725710889 |
| 2020-04-01 | 198.661628788237 |
| 2020-05-01 | 199.146179337509 |
| 2020-06-01 | 199.209106254188 |
| 2020-07-01 | 199.526081310900 |
| 2020-08-01 | 200.241160318929 |
| 2020-09-01 | 200.286344736680 |
| 2020-10-01 | 201.665510793128 |
| 2020-11-01 | 202.455431151866 |
| 2020-12-01 | 203.274851438405 |
| 2021-01-01 | 204.153736155926 |
| 2021-02-01 | 204.993226033239 |
| 2021-03-01 | 206.410612101335 |
| 2021-04-01 | 207.808874550700 |
| 2021-05-01 | 208.542751185901 |
| 2021-06-01 | 210.520775708257 |
| 2021-07-01 | 212.489825279738 |
| 2021-08-01 | 213.803646683602 |
| 2021-09-01 | 213.514415821403 |
| 2021-10-01 | 216.801169097155 |
| 2021-11-01 | 218.524466251427 |
| 2021-12-01 | 220.440851563242 |
| 2022-01-01 | 220.015944512423 |
| 2022-02-01 | 222.309964248353 |
| 2022-03-01 | 223.197545934163 |
| 2022-04-01 | 226.618298900799 |
| 2022-05-01 | 228.286149174164 |
| 2022-06-01 | 228.604332280743 |
| 2022-07-01 | 231.172619797604 |
| 2022-08-01 | 232.354637207511 |
| 2022-09-01 | 233.052846107348 |
| 2022-10-01 | 234.583332261741 |
| 2022-11-01 | 235.054963580549 |
| 2022-12-01 | 235.665732361107 |
| 2023-01-01 | 236.874084819132 |
| 2023-02-01 | 236.890837602075 |
| 2023-03-01 | 236.792118198837 |
| 2023-04-01 | 237.199244296648 |
| 2023-05-01 | 236.632817540757 |
| 2023-06-01 | 236.794666613455 |
| 2023-07-01 | 234.664504500707 |
| 2023-08-01 | 233.921899127758 |
| 2023-09-01 | 234.083055926448 |
| 2023-10-01 | 233.156004171165 |
| 2023-11-01 | 232.642244652056 |
| 2023-12-01 | 232.575762082364 |
| 2024-01-01 | 231.164791769241 |
| 2024-02-01 | 230.917115706202 |
| 2024-03-01 | 230.612978436432 |
| 2024-04-01 | 230.160640777325 |
| 2024-05-01 | 230.492963807303 |
| 2024-06-01 | 231.597617673555 |
| 2024-07-01 | 230.493283389510 |
| 2024-08-01 | 230.698685690397 |
| 2024-09-01 | 230.821147057811 |
| 2024-10-01 | 230.127365048923 |
| 2024-11-01 | 230.310855077860 |
| 2024-12-01 | 229.879984109190 |
| 2025-01-01 | 230.008656184815 |
| 2025-02-01 | 229.922282441856 |
| 2025-03-01 | 229.661725739797 |
| 2025-04-01 | 229.169557515743 |
| 2025-05-01 | 228.644910545649 |
| 2025-06-01 | 228.499987907597 |
| 2025-07-01 | 228.496473926109 |
| 2025-08-01 | 228.224394452417 |
| 2025-09-01 | 227.906820863303 |
| 2025-10-01 | 227.968974701868 |
| 2025-11-01 | 227.540513460295 |
| 2025-12-01 | 227.834711525188 |
| 2026-01-01 | 228.271997640070 |
| 2026-02-01 | 227.434073499018 |
| 2026-03-01 | 227.662417985223 |
| 2026-04-01 | 226.623243398157 |