Table Data - All Employees: Wholesale Trade in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Wholesale Trade in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191244100000001SA |
| 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 6:39 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 | 101.754017211814 |
| 1990-02-01 | 101.933182712145 |
| 1990-03-01 | 101.775999634185 |
| 1990-04-01 | 101.863583817706 |
| 1990-05-01 | 102.044217657063 |
| 1990-06-01 | 102.234421267817 |
| 1990-07-01 | 102.518978649698 |
| 1990-08-01 | 103.189672617890 |
| 1990-09-01 | 103.008755602191 |
| 1990-10-01 | 103.082607504929 |
| 1990-11-01 | 103.215108879015 |
| 1990-12-01 | 103.400047184345 |
| 1991-01-01 | 103.448295351115 |
| 1991-02-01 | 103.327080357878 |
| 1991-03-01 | 103.352883543278 |
| 1991-04-01 | 101.449403716289 |
| 1991-05-01 | 101.442081442812 |
| 1991-06-01 | 101.630867490881 |
| 1991-07-01 | 101.935683036795 |
| 1991-08-01 | 102.109206270239 |
| 1991-09-01 | 101.720914918572 |
| 1991-10-01 | 101.489523575254 |
| 1991-11-01 | 101.232155833073 |
| 1991-12-01 | 101.219014333300 |
| 1992-01-01 | 101.112715772012 |
| 1992-02-01 | 101.125536191022 |
| 1992-03-01 | 101.026437234778 |
| 1992-04-01 | 101.108795654830 |
| 1992-05-01 | 101.134599474675 |
| 1992-06-01 | 101.024484936978 |
| 1992-07-01 | 100.863203896521 |
| 1992-08-01 | 100.727567486025 |
| 1992-09-01 | 100.735644235374 |
| 1992-10-01 | 101.806882893831 |
| 1992-11-01 | 101.668223189263 |
| 1992-12-01 | 101.561311100726 |
| 1993-01-01 | 101.466628499885 |
| 1993-02-01 | 101.503328818239 |
| 1993-03-01 | 101.994333530199 |
| 1993-04-01 | 105.270860110803 |
| 1993-05-01 | 105.423540666450 |
| 1993-06-01 | 105.417695966907 |
| 1993-07-01 | 104.975976257642 |
| 1993-08-01 | 105.035031239944 |
| 1993-09-01 | 105.759893958533 |
| 1993-10-01 | 105.612392041867 |
| 1993-11-01 | 105.724677745673 |
| 1993-12-01 | 105.818034850517 |
| 1994-01-01 | 103.725228677819 |
| 1994-02-01 | 103.992375500111 |
| 1994-03-01 | 104.077625505743 |
| 1994-04-01 | 104.223823381573 |
| 1994-05-01 | 104.302736656118 |
| 1994-06-01 | 104.612916147176 |
| 1994-07-01 | 104.862418310172 |
| 1994-08-01 | 105.208811798337 |
| 1994-09-01 | 105.267369211198 |
| 1994-10-01 | 106.517375529466 |
| 1994-11-01 | 107.221238861353 |
| 1994-12-01 | 107.783205342489 |
| 1995-01-01 | 105.914440471917 |
| 1995-02-01 | 106.163768249645 |
| 1995-03-01 | 106.385128455808 |
| 1995-04-01 | 107.582317395430 |
| 1995-05-01 | 107.867885460043 |
| 1995-06-01 | 108.318057859471 |
| 1995-07-01 | 108.524323376079 |
| 1995-08-01 | 108.961079240795 |
| 1995-09-01 | 109.382949615816 |
| 1995-10-01 | 109.118687679217 |
| 1995-11-01 | 109.599968884396 |
| 1995-12-01 | 109.824947659153 |
| 1996-01-01 | 110.342567222863 |
| 1996-02-01 | 110.656318152732 |
| 1996-03-01 | 111.000510300834 |
| 1996-04-01 | 110.746872708482 |
| 1996-05-01 | 111.232898782337 |
| 1996-06-01 | 111.829935693027 |
| 1996-07-01 | 112.672193927906 |
| 1996-08-01 | 113.393761035145 |
| 1996-09-01 | 113.870954406843 |
| 1996-10-01 | 112.955918734253 |
| 1996-11-01 | 113.477045566595 |
| 1996-12-01 | 113.828373011727 |
| 1997-01-01 | 115.297344188444 |
| 1997-02-01 | 116.161312249546 |
| 1997-03-01 | 116.988622398585 |
| 1997-04-01 | 118.319657523517 |
| 1997-05-01 | 119.119964381496 |
| 1997-06-01 | 119.847191112017 |
| 1997-07-01 | 120.507894195571 |
| 1997-08-01 | 120.947739303838 |
| 1997-09-01 | 121.389767059681 |
| 1997-10-01 | 121.908940645968 |
| 1997-11-01 | 121.988489032580 |
| 1997-12-01 | 122.595490776286 |
| 1998-01-01 | 125.881419248032 |
| 1998-02-01 | 126.570395672181 |
| 1998-03-01 | 126.909946897100 |
| 1998-04-01 | 127.810483093197 |
| 1998-05-01 | 128.552276746299 |
| 1998-06-01 | 128.756908900288 |
| 1998-07-01 | 129.177907277588 |
| 1998-08-01 | 129.822077823612 |
| 1998-09-01 | 129.793334258050 |
| 1998-10-01 | 130.967979317369 |
| 1998-11-01 | 131.794376043976 |
| 1998-12-01 | 131.652159376898 |
| 1999-01-01 | 131.336566479790 |
| 1999-02-01 | 131.772419042460 |
| 1999-03-01 | 132.064654064896 |
| 1999-04-01 | 130.923429090303 |
| 1999-05-01 | 131.818464538861 |
| 1999-06-01 | 131.895389752629 |
| 1999-07-01 | 132.179988021318 |
| 1999-08-01 | 132.422566811933 |
| 1999-09-01 | 132.910820162376 |
| 1999-10-01 | 132.618532350434 |
| 1999-11-01 | 133.355473016768 |
| 1999-12-01 | 134.191943584015 |
| 2000-01-01 | 134.666929859179 |
| 2000-02-01 | 134.664398809999 |
| 2000-03-01 | 135.578691536553 |
| 2000-04-01 | 137.062218994557 |
| 2000-05-01 | 137.515361774606 |
| 2000-06-01 | 138.442755623523 |
| 2000-07-01 | 137.030704629578 |
| 2000-08-01 | 137.135800594844 |
| 2000-09-01 | 137.489111244337 |
| 2000-10-01 | 137.943480329022 |
| 2000-11-01 | 138.641421031642 |
| 2000-12-01 | 138.654462564006 |
| 2001-01-01 | 140.829196436401 |
| 2001-02-01 | 141.260349917956 |
| 2001-03-01 | 141.206360551761 |
| 2001-04-01 | 140.415163634013 |
| 2001-05-01 | 139.800955306414 |
| 2001-06-01 | 139.628124346987 |
| 2001-07-01 | 138.764820605417 |
| 2001-08-01 | 138.555049314964 |
| 2001-09-01 | 137.794022797227 |
| 2001-10-01 | 137.219669820258 |
| 2001-11-01 | 135.800054613347 |
| 2001-12-01 | 135.547855195779 |
| 2002-01-01 | 135.179535007820 |
| 2002-02-01 | 134.635896431483 |
| 2002-03-01 | 134.702223678637 |
| 2002-04-01 | 133.878096564552 |
| 2002-05-01 | 133.754589911037 |
| 2002-06-01 | 133.398126472909 |
| 2002-07-01 | 133.503444619912 |
| 2002-08-01 | 133.375354146610 |
| 2002-09-01 | 133.274411923627 |
| 2002-10-01 | 132.468780508570 |
| 2002-11-01 | 132.801661626945 |
| 2002-12-01 | 132.767745903429 |
| 2003-01-01 | 131.995534397795 |
| 2003-02-01 | 131.505531474434 |
| 2003-03-01 | 131.081282313336 |
| 2003-04-01 | 130.636913661163 |
| 2003-05-01 | 129.842060388277 |
| 2003-06-01 | 129.360868521505 |
| 2003-07-01 | 128.548039289636 |
| 2003-08-01 | 128.204821728208 |
| 2003-09-01 | 127.964250999687 |
| 2003-10-01 | 127.648616333195 |
| 2003-11-01 | 127.260133145712 |
| 2003-12-01 | 126.944585136948 |
| 2004-01-01 | 127.145840780059 |
| 2004-02-01 | 126.957431058171 |
| 2004-03-01 | 126.921564723498 |
| 2004-04-01 | 126.594189648620 |
| 2004-05-01 | 126.513302246345 |
| 2004-06-01 | 125.962933315537 |
| 2004-07-01 | 126.418315022694 |
| 2004-08-01 | 126.266095650307 |
| 2004-09-01 | 125.848232727659 |
| 2004-10-01 | 126.549028591510 |
| 2004-11-01 | 126.321629466063 |
| 2004-12-01 | 125.904184911176 |
| 2005-01-01 | 126.077481203636 |
| 2005-02-01 | 125.991525346243 |
| 2005-03-01 | 125.992820084652 |
| 2005-04-01 | 127.145907955495 |
| 2005-05-01 | 127.175109529634 |
| 2005-06-01 | 127.060438948107 |
| 2005-07-01 | 128.494656633142 |
| 2005-08-01 | 128.627917185304 |
| 2005-09-01 | 129.082355375248 |
| 2005-10-01 | 128.458319285758 |
| 2005-11-01 | 128.937465717907 |
| 2005-12-01 | 129.634364457397 |
| 2006-01-01 | 130.135791481127 |
| 2006-02-01 | 130.500061267422 |
| 2006-03-01 | 130.870176054772 |
| 2006-04-01 | 131.108831148142 |
| 2006-05-01 | 131.348453008608 |
| 2006-06-01 | 131.744110253017 |
| 2006-07-01 | 131.577229584177 |
| 2006-08-01 | 132.081927745496 |
| 2006-09-01 | 132.413088286833 |
| 2006-10-01 | 132.355892634332 |
| 2006-11-01 | 132.988413392361 |
| 2006-12-01 | 133.280138869372 |
| 2007-01-01 | 132.795207793322 |
| 2007-02-01 | 133.421642713998 |
| 2007-03-01 | 133.811261386763 |
| 2007-04-01 | 134.173181913259 |
| 2007-05-01 | 134.407196934853 |
| 2007-06-01 | 134.950975637724 |
| 2007-07-01 | 134.839356472050 |
| 2007-08-01 | 134.797298701264 |
| 2007-09-01 | 134.855865091825 |
| 2007-10-01 | 135.955876547219 |
| 2007-11-01 | 136.347348875809 |
| 2007-12-01 | 136.432360648574 |
| 2008-01-01 | 136.800374729588 |
| 2008-02-01 | 136.968822647995 |
| 2008-03-01 | 136.664777152594 |
| 2008-04-01 | 136.300974708246 |
| 2008-05-01 | 136.056738221141 |
| 2008-06-01 | 135.641153367466 |
| 2008-07-01 | 135.257973665594 |
| 2008-08-01 | 135.105288327747 |
| 2008-09-01 | 134.382497671732 |
| 2008-10-01 | 133.934866116927 |
| 2008-11-01 | 133.245511334110 |
| 2008-12-01 | 132.550387379699 |
| 2009-01-01 | 131.427714689861 |
| 2009-02-01 | 130.249772899328 |
| 2009-03-01 | 128.907371892000 |
| 2009-04-01 | 127.715257806419 |
| 2009-05-01 | 126.786161200505 |
| 2009-06-01 | 125.728209286206 |
| 2009-07-01 | 125.228682009911 |
| 2009-08-01 | 124.657822302559 |
| 2009-09-01 | 124.305816820239 |
| 2009-10-01 | 123.920074343999 |
| 2009-11-01 | 123.069732412961 |
| 2009-12-01 | 123.295523240237 |
| 2010-01-01 | 123.577460647575 |
| 2010-02-01 | 123.171912856786 |
| 2010-03-01 | 123.575712162194 |
| 2010-04-01 | 123.604214151060 |
| 2010-05-01 | 123.837416149812 |
| 2010-06-01 | 123.781117754375 |
| 2010-07-01 | 124.044136291908 |
| 2010-08-01 | 123.900157662878 |
| 2010-09-01 | 123.683165956623 |
| 2010-10-01 | 123.833550141439 |
| 2010-11-01 | 123.918806976073 |
| 2010-12-01 | 124.041616905056 |
| 2011-01-01 | 124.447205699950 |
| 2011-02-01 | 125.039839167952 |
| 2011-03-01 | 125.018166658895 |
| 2011-04-01 | 125.792379289423 |
| 2011-05-01 | 126.138111025119 |
| 2011-06-01 | 126.307223801220 |
| 2011-07-01 | 126.432439325001 |
| 2011-08-01 | 126.702519413600 |
| 2011-09-01 | 127.245146821212 |
| 2011-10-01 | 127.682278341550 |
| 2011-11-01 | 127.975550918395 |
| 2011-12-01 | 128.275315341696 |
| 2012-01-01 | 128.503040146995 |
| 2012-02-01 | 128.997918025504 |
| 2012-03-01 | 129.475898065167 |
| 2012-04-01 | 129.688172550867 |
| 2012-05-01 | 130.301390366611 |
| 2012-06-01 | 130.437559065852 |
| 2012-07-01 | 130.407372833610 |
| 2012-08-01 | 130.792937632353 |
| 2012-09-01 | 130.875928888566 |
| 2012-10-01 | 130.527305949643 |
| 2012-11-01 | 131.024051038822 |
| 2012-12-01 | 131.320187284690 |
| 2013-01-01 | 131.644617238945 |
| 2013-02-01 | 131.732457576414 |
| 2013-03-01 | 132.119261944396 |
| 2013-04-01 | 132.509734157777 |
| 2013-05-01 | 132.602100640111 |
| 2013-06-01 | 133.117267122978 |
| 2013-07-01 | 133.290448562391 |
| 2013-08-01 | 133.440157146082 |
| 2013-09-01 | 133.490735818233 |
| 2013-10-01 | 134.579100030480 |
| 2013-11-01 | 135.283369821653 |
| 2013-12-01 | 135.560292325748 |
| 2014-01-01 | 135.227531407493 |
| 2014-02-01 | 135.442353610084 |
| 2014-03-01 | 135.986661680756 |
| 2014-04-01 | 136.142717513726 |
| 2014-05-01 | 136.303680099708 |
| 2014-06-01 | 136.839511773365 |
| 2014-07-01 | 137.297459337806 |
| 2014-08-01 | 137.593087424642 |
| 2014-09-01 | 137.895773083633 |
| 2014-10-01 | 139.015092227300 |
| 2014-11-01 | 139.035218412184 |
| 2014-12-01 | 139.212924258438 |
| 2015-01-01 | 140.693304473333 |
| 2015-02-01 | 141.143078478824 |
| 2015-03-01 | 141.340366516891 |
| 2015-04-01 | 141.556766004686 |
| 2015-05-01 | 141.867169571992 |
| 2015-06-01 | 142.082485007683 |
| 2015-07-01 | 142.430332576637 |
| 2015-08-01 | 142.491564485823 |
| 2015-09-01 | 142.359897132020 |
| 2015-10-01 | 141.521380791031 |
| 2015-11-01 | 140.883167949278 |
| 2015-12-01 | 140.277664877068 |
| 2016-01-01 | 144.123179161561 |
| 2016-02-01 | 144.499400338750 |
| 2016-03-01 | 144.419415123142 |
| 2016-04-01 | 144.340495406356 |
| 2016-05-01 | 144.070454663988 |
| 2016-06-01 | 144.028902824210 |
| 2016-07-01 | 144.790408560599 |
| 2016-08-01 | 144.468965871958 |
| 2016-09-01 | 144.596236133166 |
| 2016-10-01 | 144.197999914461 |
| 2016-11-01 | 144.399201466798 |
| 2016-12-01 | 144.551422911324 |
| 2017-01-01 | 144.354514826417 |
| 2017-02-01 | 143.925004780494 |
| 2017-03-01 | 143.883465340460 |
| 2017-04-01 | 143.588157495718 |
| 2017-05-01 | 144.130279237953 |
| 2017-06-01 | 144.967794461411 |
| 2017-07-01 | 144.272548806877 |
| 2017-08-01 | 144.824430415495 |
| 2017-09-01 | 145.022769441822 |
| 2017-10-01 | 144.957355971521 |
| 2017-11-01 | 145.076996268665 |
| 2017-12-01 | 145.499852616880 |
| 2018-01-01 | 146.064670427446 |
| 2018-02-01 | 146.268970319179 |
| 2018-03-01 | 146.628588939969 |
| 2018-04-01 | 146.912604958710 |
| 2018-05-01 | 147.093314325330 |
| 2018-06-01 | 147.786473346134 |
| 2018-07-01 | 147.127892012667 |
| 2018-08-01 | 147.345064739315 |
| 2018-09-01 | 147.691096578454 |
| 2018-10-01 | 148.226350703273 |
| 2018-11-01 | 148.329207506319 |
| 2018-12-01 | 148.417006494909 |
| 2019-01-01 | 148.406262450247 |
| 2019-02-01 | 148.837803867074 |
| 2019-03-01 | 148.837546867186 |
| 2019-04-01 | 149.224758744311 |
| 2019-05-01 | 149.562920905760 |
| 2019-06-01 | 149.783680447135 |
| 2019-07-01 | 150.258326291583 |
| 2019-08-01 | 150.388181841891 |
| 2019-09-01 | 150.574216459695 |
| 2019-10-01 | 151.195720350190 |
| 2019-11-01 | 152.196854425378 |
| 2019-12-01 | 152.124979151919 |
| 2020-01-01 | 152.746331223131 |
| 2020-02-01 | 153.139482226462 |
| 2020-03-01 | 152.926257525306 |
| 2020-04-01 | 146.550188533876 |
| 2020-05-01 | 146.840892572504 |
| 2020-06-01 | 146.955212716593 |
| 2020-07-01 | 147.289873689428 |
| 2020-08-01 | 147.819878939692 |
| 2020-09-01 | 147.875380544529 |
| 2020-10-01 | 149.018231125801 |
| 2020-11-01 | 149.589905462670 |
| 2020-12-01 | 149.905178709520 |
| 2021-01-01 | 150.822410822205 |
| 2021-02-01 | 151.460016285586 |
| 2021-03-01 | 152.590815079627 |
| 2021-04-01 | 153.618573794527 |
| 2021-05-01 | 154.327788891370 |
| 2021-06-01 | 155.686461648058 |
| 2021-07-01 | 157.375085194751 |
| 2021-08-01 | 158.211228153433 |
| 2021-09-01 | 158.194600268432 |
| 2021-10-01 | 160.778082518487 |
| 2021-11-01 | 162.199461327548 |
| 2021-12-01 | 163.656947414302 |
| 2022-01-01 | 164.597799513625 |
| 2022-02-01 | 166.211872502931 |
| 2022-03-01 | 167.009816264727 |
| 2022-04-01 | 169.639128996214 |
| 2022-05-01 | 170.952600056403 |
| 2022-06-01 | 171.116169359767 |
| 2022-07-01 | 173.192201170212 |
| 2022-08-01 | 174.079075028195 |
| 2022-09-01 | 174.632380305601 |
| 2022-10-01 | 175.665190671303 |
| 2022-11-01 | 175.932765687322 |
| 2022-12-01 | 176.250323867022 |
| 2023-01-01 | 177.579853071994 |
| 2023-02-01 | 177.251346259093 |
| 2023-03-01 | 177.214153794102 |
| 2023-04-01 | 177.231184421116 |
| 2023-05-01 | 176.590851041818 |
| 2023-06-01 | 176.348583535430 |
| 2023-07-01 | 174.556679735617 |
| 2023-08-01 | 173.916022903925 |
| 2023-09-01 | 173.664522745626 |
| 2023-10-01 | 172.614545436955 |
| 2023-11-01 | 172.161884353951 |
| 2023-12-01 | 172.051716020711 |
| 2024-01-01 | 170.529026767353 |
| 2024-02-01 | 170.158698956815 |
| 2024-03-01 | 169.933883607101 |
| 2024-04-01 | 169.834619483908 |
| 2024-05-01 | 170.048044144108 |
| 2024-06-01 | 170.529947125208 |
| 2024-07-01 | 170.131220493602 |
| 2024-08-01 | 170.345231736324 |
| 2024-09-01 | 170.391991791229 |
| 2024-10-01 | 170.050688035234 |
| 2024-11-01 | 170.168964618660 |
| 2024-12-01 | 169.938562526049 |
| 2025-01-01 | 169.786739982668 |
| 2025-02-01 | 169.737190156808 |
| 2025-03-01 | 169.687020444367 |
| 2025-04-01 | 168.953996903529 |
| 2025-05-01 | 168.404287880129 |
| 2025-06-01 | 168.023142077817 |
| 2025-07-01 | 168.303629259314 |
| 2025-08-01 | 167.944750923667 |
| 2025-09-01 | 167.751483342969 |
| 2025-10-01 | 167.756359529893 |
| 2025-11-01 | 167.454045810650 |
| 2025-12-01 | 167.773929081526 |
| 2026-01-01 | 168.143997440321 |
| 2026-02-01 | 167.313171820695 |
| 2026-03-01 | 167.253297783648 |
| 2026-04-01 | 166.826796839213 |
| 2026-05-01 | 167.066256848584 |
| 2026-06-01 | 167.157690123837 |
| 2026-07-01 | 166.922839008201 |