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 2026-07-01 |
| Last Updated | 2026-08-21 6:40 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 | 129.888613670829 |
| 1990-02-01 | 130.450880528525 |
| 1990-03-01 | 130.243440850750 |
| 1990-04-01 | 130.683029774912 |
| 1990-05-01 | 131.102476980267 |
| 1990-06-01 | 131.213860704564 |
| 1990-07-01 | 131.963357772219 |
| 1990-08-01 | 132.773279885357 |
| 1990-09-01 | 132.496418928391 |
| 1990-10-01 | 132.341683640776 |
| 1990-11-01 | 132.346402048331 |
| 1990-12-01 | 132.627617833900 |
| 1991-01-01 | 133.142274413687 |
| 1991-02-01 | 132.885341808332 |
| 1991-03-01 | 132.746684458531 |
| 1991-04-01 | 131.173872175089 |
| 1991-05-01 | 131.393935168107 |
| 1991-06-01 | 131.505446388319 |
| 1991-07-01 | 131.876657116258 |
| 1991-08-01 | 131.869877854210 |
| 1991-09-01 | 131.390730302657 |
| 1991-10-01 | 131.365189370515 |
| 1991-11-01 | 130.763840973445 |
| 1991-12-01 | 130.437748327408 |
| 1992-01-01 | 130.026092768258 |
| 1992-02-01 | 129.778811129695 |
| 1992-03-01 | 129.389541226861 |
| 1992-04-01 | 130.162058952518 |
| 1992-05-01 | 130.382585474125 |
| 1992-06-01 | 130.280101422081 |
| 1992-07-01 | 129.604859022768 |
| 1992-08-01 | 129.263027312861 |
| 1992-09-01 | 129.194435118001 |
| 1992-10-01 | 130.496657658070 |
| 1992-11-01 | 130.303092436207 |
| 1992-12-01 | 130.547835839073 |
| 1993-01-01 | 130.662469754907 |
| 1993-02-01 | 130.683312443693 |
| 1993-03-01 | 131.077226615945 |
| 1993-04-01 | 134.965170811580 |
| 1993-05-01 | 135.036193233271 |
| 1993-06-01 | 135.010925677369 |
| 1993-07-01 | 134.684468245032 |
| 1993-08-01 | 134.405588562739 |
| 1993-09-01 | 135.370290458297 |
| 1993-10-01 | 134.852682398916 |
| 1993-11-01 | 135.090232411291 |
| 1993-12-01 | 135.269006787534 |
| 1994-01-01 | 134.009254552969 |
| 1994-02-01 | 134.077593619518 |
| 1994-03-01 | 134.135572654607 |
| 1994-04-01 | 134.568183892705 |
| 1994-05-01 | 134.573343031000 |
| 1994-06-01 | 134.882506144224 |
| 1994-07-01 | 135.463653285536 |
| 1994-08-01 | 135.843854856891 |
| 1994-09-01 | 135.931193994446 |
| 1994-10-01 | 137.133435081021 |
| 1994-11-01 | 137.735291589866 |
| 1994-12-01 | 138.541964323868 |
| 1995-01-01 | 136.665777050988 |
| 1995-02-01 | 137.030030032478 |
| 1995-03-01 | 137.303021320568 |
| 1995-04-01 | 139.454112880318 |
| 1995-05-01 | 139.666107441066 |
| 1995-06-01 | 140.149258092229 |
| 1995-07-01 | 140.406403491110 |
| 1995-08-01 | 140.665054306528 |
| 1995-09-01 | 141.124786843541 |
| 1995-10-01 | 141.511327100798 |
| 1995-11-01 | 141.700550070157 |
| 1995-12-01 | 142.224313701925 |
| 1996-01-01 | 142.740538352336 |
| 1996-02-01 | 143.184242791614 |
| 1996-03-01 | 143.431538513400 |
| 1996-04-01 | 143.741150800011 |
| 1996-05-01 | 144.466787796541 |
| 1996-06-01 | 145.056254010431 |
| 1996-07-01 | 145.843306597150 |
| 1996-08-01 | 146.603373068860 |
| 1996-09-01 | 147.039320709461 |
| 1996-10-01 | 146.871418757653 |
| 1996-11-01 | 147.352678069680 |
| 1996-12-01 | 147.883218538913 |
| 1997-01-01 | 149.402476564128 |
| 1997-02-01 | 150.368057227898 |
| 1997-03-01 | 151.267893539945 |
| 1997-04-01 | 151.991131915678 |
| 1997-05-01 | 152.730096959779 |
| 1997-06-01 | 153.545097396554 |
| 1997-07-01 | 154.324813509109 |
| 1997-08-01 | 154.791285990071 |
| 1997-09-01 | 155.405484440643 |
| 1997-10-01 | 156.529385556177 |
| 1997-11-01 | 156.328941837660 |
| 1997-12-01 | 156.786362555511 |
| 1998-01-01 | 160.489039777432 |
| 1998-02-01 | 161.274399880811 |
| 1998-03-01 | 161.346427555507 |
| 1998-04-01 | 163.055486440271 |
| 1998-05-01 | 163.864626835956 |
| 1998-06-01 | 164.133016800328 |
| 1998-07-01 | 164.347636927923 |
| 1998-08-01 | 165.216469792024 |
| 1998-09-01 | 165.552595631202 |
| 1998-10-01 | 166.962405256813 |
| 1998-11-01 | 168.047073643102 |
| 1998-12-01 | 167.952250506314 |
| 1999-01-01 | 167.799726089608 |
| 1999-02-01 | 168.384224051734 |
| 1999-03-01 | 168.501214291764 |
| 1999-04-01 | 168.416861758327 |
| 1999-05-01 | 169.080597908162 |
| 1999-06-01 | 169.270203335762 |
| 1999-07-01 | 170.517080736066 |
| 1999-08-01 | 170.882148572493 |
| 1999-09-01 | 171.513664102426 |
| 1999-10-01 | 171.576685466830 |
| 1999-11-01 | 172.085282785024 |
| 1999-12-01 | 173.166881959573 |
| 2000-01-01 | 174.087836479972 |
| 2000-02-01 | 173.886501107490 |
| 2000-03-01 | 174.950224645884 |
| 2000-04-01 | 176.746097136333 |
| 2000-05-01 | 177.013740364871 |
| 2000-06-01 | 177.908241733451 |
| 2000-07-01 | 176.848432296810 |
| 2000-08-01 | 177.023895129071 |
| 2000-09-01 | 177.697066348259 |
| 2000-10-01 | 178.355894574521 |
| 2000-11-01 | 179.034530734221 |
| 2000-12-01 | 178.988449868739 |
| 2001-01-01 | 181.738193855107 |
| 2001-02-01 | 182.151750015121 |
| 2001-03-01 | 181.870098579292 |
| 2001-04-01 | 180.899549430659 |
| 2001-05-01 | 179.968597137961 |
| 2001-06-01 | 179.976976165629 |
| 2001-07-01 | 179.167465535982 |
| 2001-08-01 | 178.739233626496 |
| 2001-09-01 | 177.662058038776 |
| 2001-10-01 | 176.832192281943 |
| 2001-11-01 | 175.141963777916 |
| 2001-12-01 | 174.645623763171 |
| 2002-01-01 | 174.391987045337 |
| 2002-02-01 | 173.816958684639 |
| 2002-03-01 | 173.761104084193 |
| 2002-04-01 | 172.758097134065 |
| 2002-05-01 | 172.637799458708 |
| 2002-06-01 | 172.369530509774 |
| 2002-07-01 | 172.557808446599 |
| 2002-08-01 | 172.340250394834 |
| 2002-09-01 | 172.302359405634 |
| 2002-10-01 | 171.698491156197 |
| 2002-11-01 | 171.685288157475 |
| 2002-12-01 | 171.638961701401 |
| 2003-01-01 | 170.675308405280 |
| 2003-02-01 | 170.115055506665 |
| 2003-03-01 | 169.627186372418 |
| 2003-04-01 | 169.311170673926 |
| 2003-05-01 | 168.514099755105 |
| 2003-06-01 | 168.040542794414 |
| 2003-07-01 | 167.473303598750 |
| 2003-08-01 | 167.045876506618 |
| 2003-09-01 | 166.778512105597 |
| 2003-10-01 | 166.587886511150 |
| 2003-11-01 | 166.086527079120 |
| 2003-12-01 | 165.692424434990 |
| 2004-01-01 | 166.001482203918 |
| 2004-02-01 | 165.863957833612 |
| 2004-03-01 | 165.922990893528 |
| 2004-04-01 | 165.759032372289 |
| 2004-05-01 | 165.860565295773 |
| 2004-06-01 | 165.191545259969 |
| 2004-07-01 | 166.209126734276 |
| 2004-08-01 | 166.084956132789 |
| 2004-09-01 | 165.749812190217 |
| 2004-10-01 | 166.774557021710 |
| 2004-11-01 | 166.418703101596 |
| 2004-12-01 | 166.221408052060 |
| 2005-01-01 | 166.014092791763 |
| 2005-02-01 | 165.885175292886 |
| 2005-03-01 | 166.022501369390 |
| 2005-04-01 | 167.308423835080 |
| 2005-05-01 | 167.461566154195 |
| 2005-06-01 | 167.230184848588 |
| 2005-07-01 | 168.811071664884 |
| 2005-08-01 | 169.055079496330 |
| 2005-09-01 | 169.570990407346 |
| 2005-10-01 | 169.150422752186 |
| 2005-11-01 | 169.520442107813 |
| 2005-12-01 | 170.097861942266 |
| 2006-01-01 | 170.867913933231 |
| 2006-02-01 | 171.272294732663 |
| 2006-03-01 | 171.702754599030 |
| 2006-04-01 | 172.182433599442 |
| 2006-05-01 | 172.673895238679 |
| 2006-06-01 | 173.171250947892 |
| 2006-07-01 | 173.333013071037 |
| 2006-08-01 | 174.032383364460 |
| 2006-09-01 | 174.578646857617 |
| 2006-10-01 | 174.900548897472 |
| 2006-11-01 | 175.594925127748 |
| 2006-12-01 | 175.886934912197 |
| 2007-01-01 | 175.500388573096 |
| 2007-02-01 | 176.545620872654 |
| 2007-03-01 | 177.017184367641 |
| 2007-04-01 | 177.275146914130 |
| 2007-05-01 | 177.551597000130 |
| 2007-06-01 | 178.350685106567 |
| 2007-07-01 | 178.434312126706 |
| 2007-08-01 | 178.575805204815 |
| 2007-09-01 | 178.710445260351 |
| 2007-10-01 | 180.844510052464 |
| 2007-11-01 | 181.483980942398 |
| 2007-12-01 | 181.289653065678 |
| 2008-01-01 | 181.712533747504 |
| 2008-02-01 | 181.852813058238 |
| 2008-03-01 | 181.527944536330 |
| 2008-04-01 | 181.425725481907 |
| 2008-05-01 | 181.101396517611 |
| 2008-06-01 | 180.605929445033 |
| 2008-07-01 | 179.879696539803 |
| 2008-08-01 | 179.610538330544 |
| 2008-09-01 | 178.721432251283 |
| 2008-10-01 | 178.189172402585 |
| 2008-11-01 | 177.355529234828 |
| 2008-12-01 | 176.241110469641 |
| 2009-01-01 | 175.092432807777 |
| 2009-02-01 | 173.579184832923 |
| 2009-03-01 | 171.809340441729 |
| 2009-04-01 | 170.085053520068 |
| 2009-05-01 | 168.895121430304 |
| 2009-06-01 | 167.341767995801 |
| 2009-07-01 | 166.669353683610 |
| 2009-08-01 | 165.811799128579 |
| 2009-09-01 | 165.270901342140 |
| 2009-10-01 | 164.482824154168 |
| 2009-11-01 | 163.639241952646 |
| 2009-12-01 | 163.683513924925 |
| 2010-01-01 | 163.892004190652 |
| 2010-02-01 | 163.262202786736 |
| 2010-03-01 | 163.718930639157 |
| 2010-04-01 | 163.525891625572 |
| 2010-05-01 | 163.803845381165 |
| 2010-06-01 | 163.802287075315 |
| 2010-07-01 | 164.503987315661 |
| 2010-08-01 | 164.571540101897 |
| 2010-09-01 | 164.352520196009 |
| 2010-10-01 | 164.899262253186 |
| 2010-11-01 | 165.212637208854 |
| 2010-12-01 | 165.350396852313 |
| 2011-01-01 | 165.686016455811 |
| 2011-02-01 | 166.340701702831 |
| 2011-03-01 | 166.534661945085 |
| 2011-04-01 | 167.499632323253 |
| 2011-05-01 | 167.855866584402 |
| 2011-06-01 | 168.116987397677 |
| 2011-07-01 | 168.196679057650 |
| 2011-08-01 | 168.478034349189 |
| 2011-09-01 | 169.143969284547 |
| 2011-10-01 | 169.440337877373 |
| 2011-11-01 | 169.858596658637 |
| 2011-12-01 | 170.206684554410 |
| 2012-01-01 | 170.693721462283 |
| 2012-02-01 | 171.394990530449 |
| 2012-03-01 | 172.071631549942 |
| 2012-04-01 | 172.793463290188 |
| 2012-05-01 | 173.575427105055 |
| 2012-06-01 | 174.017016522413 |
| 2012-07-01 | 174.186695699588 |
| 2012-08-01 | 174.572204840592 |
| 2012-09-01 | 174.897201105934 |
| 2012-10-01 | 174.487653717080 |
| 2012-11-01 | 175.402386603181 |
| 2012-12-01 | 175.663295996671 |
| 2013-01-01 | 176.057869635742 |
| 2013-02-01 | 176.309029082271 |
| 2013-03-01 | 176.822248766766 |
| 2013-04-01 | 177.114504588753 |
| 2013-05-01 | 177.243806521122 |
| 2013-06-01 | 177.681658275739 |
| 2013-07-01 | 177.670446048195 |
| 2013-08-01 | 178.032466276614 |
| 2013-09-01 | 177.955699024266 |
| 2013-10-01 | 179.343427861711 |
| 2013-11-01 | 180.540552329194 |
| 2013-12-01 | 180.728392602487 |
| 2014-01-01 | 180.133804966869 |
| 2014-02-01 | 180.373485254352 |
| 2014-03-01 | 181.099688816536 |
| 2014-04-01 | 181.175846410435 |
| 2014-05-01 | 181.524729810820 |
| 2014-06-01 | 182.293305268896 |
| 2014-07-01 | 183.067577124325 |
| 2014-08-01 | 183.579627895521 |
| 2014-09-01 | 183.983931636270 |
| 2014-10-01 | 185.378915571299 |
| 2014-11-01 | 185.594429258088 |
| 2014-12-01 | 185.890729796174 |
| 2015-01-01 | 188.000016915828 |
| 2015-02-01 | 188.353251775140 |
| 2015-03-01 | 188.685211037688 |
| 2015-04-01 | 189.046569234090 |
| 2015-05-01 | 189.388338386015 |
| 2015-06-01 | 189.737660207129 |
| 2015-07-01 | 190.030423915440 |
| 2015-08-01 | 190.348727444369 |
| 2015-09-01 | 190.377034294861 |
| 2015-10-01 | 189.585431463909 |
| 2015-11-01 | 189.140250782009 |
| 2015-12-01 | 188.585775615652 |
| 2016-01-01 | 192.819745700585 |
| 2016-02-01 | 193.080670789356 |
| 2016-03-01 | 192.781469712051 |
| 2016-04-01 | 192.969085742518 |
| 2016-05-01 | 192.701764462909 |
| 2016-06-01 | 192.482744411892 |
| 2016-07-01 | 192.835154873442 |
| 2016-08-01 | 192.918756789766 |
| 2016-09-01 | 192.937573996069 |
| 2016-10-01 | 192.469797625690 |
| 2016-11-01 | 192.641679454638 |
| 2016-12-01 | 192.791595840733 |
| 2017-01-01 | 192.814813998726 |
| 2017-02-01 | 192.382668053998 |
| 2017-03-01 | 192.452980091722 |
| 2017-04-01 | 192.327675325810 |
| 2017-05-01 | 192.964555064708 |
| 2017-06-01 | 194.125902800404 |
| 2017-07-01 | 193.466092070195 |
| 2017-08-01 | 194.370397290019 |
| 2017-09-01 | 194.893858789732 |
| 2017-10-01 | 195.238771455640 |
| 2017-11-01 | 195.495324624994 |
| 2017-12-01 | 196.157314121771 |
| 2018-01-01 | 196.821471479407 |
| 2018-02-01 | 197.242196202875 |
| 2018-03-01 | 197.813092884801 |
| 2018-04-01 | 198.373517703056 |
| 2018-05-01 | 198.848632225636 |
| 2018-06-01 | 199.938376825522 |
| 2018-07-01 | 198.993514919212 |
| 2018-08-01 | 199.564568916705 |
| 2018-09-01 | 200.079616247537 |
| 2018-10-01 | 200.702497523180 |
| 2018-11-01 | 200.794476075176 |
| 2018-12-01 | 201.167742581000 |
| 2019-01-01 | 201.545136191702 |
| 2019-02-01 | 202.375005211197 |
| 2019-03-01 | 202.541383364710 |
| 2019-04-01 | 202.986681334912 |
| 2019-05-01 | 203.336629965876 |
| 2019-06-01 | 203.850887939159 |
| 2019-07-01 | 204.313973622608 |
| 2019-08-01 | 204.385073977141 |
| 2019-09-01 | 204.585215948924 |
| 2019-10-01 | 205.155846020167 |
| 2019-11-01 | 206.201478022246 |
| 2019-12-01 | 206.145547286546 |
| 2020-01-01 | 206.762461782714 |
| 2020-02-01 | 207.346240028956 |
| 2020-03-01 | 207.057516324955 |
| 2020-04-01 | 198.676839370426 |
| 2020-05-01 | 199.140993563949 |
| 2020-06-01 | 199.144513749826 |
| 2020-07-01 | 199.525314050113 |
| 2020-08-01 | 200.241912873104 |
| 2020-09-01 | 200.280866068414 |
| 2020-10-01 | 201.667033975470 |
| 2020-11-01 | 202.450376029437 |
| 2020-12-01 | 203.298327737901 |
| 2021-01-01 | 204.177300693345 |
| 2021-02-01 | 205.011538407680 |
| 2021-03-01 | 206.433499660210 |
| 2021-04-01 | 207.837098813605 |
| 2021-05-01 | 208.539274387916 |
| 2021-06-01 | 210.378104446997 |
| 2021-07-01 | 212.496883723183 |
| 2021-08-01 | 213.809378754271 |
| 2021-09-01 | 213.511254660705 |
| 2021-10-01 | 216.806419393294 |
| 2021-11-01 | 218.528584304649 |
| 2021-12-01 | 220.477606696004 |
| 2022-01-01 | 220.054103467651 |
| 2022-02-01 | 222.342464293804 |
| 2022-03-01 | 223.231969334006 |
| 2022-04-01 | 226.652779087607 |
| 2022-05-01 | 228.280337266969 |
| 2022-06-01 | 228.372223830928 |
| 2022-07-01 | 231.178024097357 |
| 2022-08-01 | 232.361778588229 |
| 2022-09-01 | 233.055014471925 |
| 2022-10-01 | 234.594086392344 |
| 2022-11-01 | 235.072495739455 |
| 2022-12-01 | 235.723737392255 |
| 2023-01-01 | 236.932897915572 |
| 2023-02-01 | 236.944996514054 |
| 2023-03-01 | 236.849743041329 |
| 2023-04-01 | 237.245084186903 |
| 2023-05-01 | 236.598193952674 |
| 2023-06-01 | 236.454072265039 |
| 2023-07-01 | 234.676126571709 |
| 2023-08-01 | 233.932519891560 |
| 2023-09-01 | 234.090949887667 |
| 2023-10-01 | 233.175023178953 |
| 2023-11-01 | 232.679079081487 |
| 2023-12-01 | 232.649403605858 |
| 2024-01-01 | 231.237629176945 |
| 2024-02-01 | 230.989888124721 |
| 2024-03-01 | 230.689364978044 |
| 2024-04-01 | 230.207459700524 |
| 2024-05-01 | 230.426266651346 |
| 2024-06-01 | 231.197180207330 |
| 2024-07-01 | 230.507468747945 |
| 2024-08-01 | 230.708831513982 |
| 2024-09-01 | 230.831911696399 |
| 2024-10-01 | 230.152131272661 |
| 2024-11-01 | 230.361430509683 |
| 2024-12-01 | 229.967087790404 |
| 2025-01-01 | 230.092691491266 |
| 2025-02-01 | 230.011874555137 |
| 2025-03-01 | 229.758031645958 |
| 2025-04-01 | 229.219808928969 |
| 2025-05-01 | 228.546650273274 |
| 2025-06-01 | 228.053022155163 |
| 2025-07-01 | 228.518388326219 |
| 2025-08-01 | 228.235184641117 |
| 2025-09-01 | 227.916378619558 |
| 2025-10-01 | 227.997731693711 |
| 2025-11-01 | 227.601495822677 |
| 2025-12-01 | 227.927031667328 |
| 2026-01-01 | 228.360212784279 |
| 2026-02-01 | 227.532152609681 |
| 2026-03-01 | 227.766756942956 |
| 2026-04-01 | 226.966514253187 |
| 2026-05-01 | 227.191115242318 |
| 2026-06-01 | 227.266995023129 |
| 2026-07-01 | 226.361660653865 |