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 2026-06-01 |
| Last Updated | 2026-07-22 9:45 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 | 101.754698018559 |
| 1990-02-01 | 101.933854698326 |
| 1990-03-01 | 101.775876828450 |
| 1990-04-01 | 101.862862937890 |
| 1990-05-01 | 102.043595926368 |
| 1990-06-01 | 102.233961873786 |
| 1990-07-01 | 102.518661662922 |
| 1990-08-01 | 103.189617619930 |
| 1990-09-01 | 103.008855285476 |
| 1990-10-01 | 103.082760564762 |
| 1990-11-01 | 103.215438959467 |
| 1990-12-01 | 103.400391377763 |
| 1991-01-01 | 103.449011064433 |
| 1991-02-01 | 103.327787916012 |
| 1991-03-01 | 103.352632348225 |
| 1991-04-01 | 101.448705938481 |
| 1991-05-01 | 101.441492740510 |
| 1991-06-01 | 101.630435503731 |
| 1991-07-01 | 101.935376141617 |
| 1991-08-01 | 102.109149188431 |
| 1991-09-01 | 101.721037128218 |
| 1991-10-01 | 101.489678520776 |
| 1991-11-01 | 101.232470960681 |
| 1991-12-01 | 101.219338810085 |
| 1992-01-01 | 101.113445785879 |
| 1992-02-01 | 101.126271164877 |
| 1992-03-01 | 101.025991945525 |
| 1992-04-01 | 101.108111524091 |
| 1992-05-01 | 101.134097494866 |
| 1992-06-01 | 101.024114838107 |
| 1992-07-01 | 100.862925897104 |
| 1992-08-01 | 100.727517836270 |
| 1992-09-01 | 100.735803058208 |
| 1992-10-01 | 101.807042674187 |
| 1992-11-01 | 101.668514572933 |
| 1992-12-01 | 101.561600757220 |
| 1993-01-01 | 101.467330078866 |
| 1993-02-01 | 101.503969406014 |
| 1993-03-01 | 101.993748277715 |
| 1993-04-01 | 105.270256091564 |
| 1993-05-01 | 105.423147289981 |
| 1993-06-01 | 105.417397021584 |
| 1993-07-01 | 104.975748399074 |
| 1993-08-01 | 105.034978947050 |
| 1993-09-01 | 105.760056729780 |
| 1993-10-01 | 105.612579430387 |
| 1993-11-01 | 105.724951067678 |
| 1993-12-01 | 105.818325996051 |
| 1994-01-01 | 103.725830958995 |
| 1994-02-01 | 103.992917833630 |
| 1994-03-01 | 104.076876645199 |
| 1994-04-01 | 104.223297207236 |
| 1994-05-01 | 104.302469253006 |
| 1994-06-01 | 104.612703517105 |
| 1994-07-01 | 104.862247132420 |
| 1994-08-01 | 105.208783375739 |
| 1994-09-01 | 105.267538235369 |
| 1994-10-01 | 106.517592650747 |
| 1994-11-01 | 107.221501635314 |
| 1994-12-01 | 107.783527856018 |
| 1995-01-01 | 105.914833441736 |
| 1995-02-01 | 106.164059744846 |
| 1995-03-01 | 106.384432626822 |
| 1995-04-01 | 107.581913144195 |
| 1995-05-01 | 107.867704755282 |
| 1995-06-01 | 108.317909992652 |
| 1995-07-01 | 108.524217409306 |
| 1995-08-01 | 108.961076980315 |
| 1995-09-01 | 109.383083741096 |
| 1995-10-01 | 109.118946841823 |
| 1995-11-01 | 109.600215664555 |
| 1995-12-01 | 109.825360818371 |
| 1996-01-01 | 110.342658767027 |
| 1996-02-01 | 110.656386789523 |
| 1996-03-01 | 110.999963520974 |
| 1996-04-01 | 110.746548713775 |
| 1996-05-01 | 111.232783950063 |
| 1996-06-01 | 111.829847500966 |
| 1996-07-01 | 112.672143891869 |
| 1996-08-01 | 113.393791159180 |
| 1996-09-01 | 113.871047596316 |
| 1996-10-01 | 112.956220247989 |
| 1996-11-01 | 113.477267035641 |
| 1996-12-01 | 113.828835799978 |
| 1997-01-01 | 115.297142613405 |
| 1997-02-01 | 116.161169306259 |
| 1997-03-01 | 116.988304382273 |
| 1997-04-01 | 118.319442652614 |
| 1997-05-01 | 119.119892358352 |
| 1997-06-01 | 119.847175999778 |
| 1997-07-01 | 120.507848877970 |
| 1997-08-01 | 120.947760868697 |
| 1997-09-01 | 121.389805287882 |
| 1997-10-01 | 121.909272436225 |
| 1997-11-01 | 121.988676571656 |
| 1997-12-01 | 122.595977989569 |
| 1998-01-01 | 125.881017843103 |
| 1998-02-01 | 126.570195979706 |
| 1998-03-01 | 126.909725454391 |
| 1998-04-01 | 127.810366252894 |
| 1998-05-01 | 128.552250988163 |
| 1998-06-01 | 128.756961680042 |
| 1998-07-01 | 129.177840526824 |
| 1998-08-01 | 129.822080311583 |
| 1998-09-01 | 129.793350604718 |
| 1998-10-01 | 130.968286756294 |
| 1998-11-01 | 131.794550055796 |
| 1998-12-01 | 131.652584960761 |
| 1999-01-01 | 131.336092198533 |
| 1999-02-01 | 131.772195138870 |
| 1999-03-01 | 132.064530809220 |
| 1999-04-01 | 130.923390503388 |
| 1999-05-01 | 131.818473610508 |
| 1999-06-01 | 131.895498768346 |
| 1999-07-01 | 132.179889630582 |
| 1999-08-01 | 132.422541324236 |
| 1999-09-01 | 132.910819263313 |
| 1999-10-01 | 132.618785131270 |
| 1999-11-01 | 133.355622285931 |
| 1999-12-01 | 134.192283002568 |
| 2000-01-01 | 134.666492500532 |
| 2000-02-01 | 134.664210465570 |
| 2000-03-01 | 135.578610049311 |
| 2000-04-01 | 137.062218619418 |
| 2000-05-01 | 137.515401674775 |
| 2000-06-01 | 138.442880640945 |
| 2000-07-01 | 137.030603866811 |
| 2000-08-01 | 137.135756146932 |
| 2000-09-01 | 137.489100739406 |
| 2000-10-01 | 137.943661833421 |
| 2000-11-01 | 138.641556108671 |
| 2000-12-01 | 138.654668151034 |
| 2001-01-01 | 140.828885021249 |
| 2001-02-01 | 141.260205394935 |
| 2001-03-01 | 141.206305199239 |
| 2001-04-01 | 140.415175738404 |
| 2001-05-01 | 139.801011553419 |
| 2001-06-01 | 139.628255005685 |
| 2001-07-01 | 138.764715770471 |
| 2001-08-01 | 138.554993722277 |
| 2001-09-01 | 137.794000934426 |
| 2001-10-01 | 137.219786329712 |
| 2001-11-01 | 135.800168799089 |
| 2001-12-01 | 135.547975030006 |
| 2002-01-01 | 135.179350640421 |
| 2002-02-01 | 134.635796436544 |
| 2002-03-01 | 134.702183940902 |
| 2002-04-01 | 133.878104350207 |
| 2002-05-01 | 133.754634378821 |
| 2002-06-01 | 133.398217953831 |
| 2002-07-01 | 133.503372156431 |
| 2002-08-01 | 133.375308291255 |
| 2002-09-01 | 133.274388309630 |
| 2002-10-01 | 132.468837143659 |
| 2002-11-01 | 132.801769863882 |
| 2002-12-01 | 132.767808734334 |
| 2003-01-01 | 131.995443563084 |
| 2003-02-01 | 131.505461970699 |
| 2003-03-01 | 131.081252386705 |
| 2003-04-01 | 130.636909851798 |
| 2003-05-01 | 129.842085982087 |
| 2003-06-01 | 129.360919180662 |
| 2003-07-01 | 128.548002786567 |
| 2003-08-01 | 128.204796922621 |
| 2003-09-01 | 127.964233663757 |
| 2003-10-01 | 127.648642507011 |
| 2003-11-01 | 127.260205075441 |
| 2003-12-01 | 126.944621905597 |
| 2004-01-01 | 127.145796958639 |
| 2004-02-01 | 126.957395682864 |
| 2004-03-01 | 126.921545752276 |
| 2004-04-01 | 126.594180762593 |
| 2004-05-01 | 126.513306212639 |
| 2004-06-01 | 125.962943864969 |
| 2004-07-01 | 126.418316208433 |
| 2004-08-01 | 126.266089457350 |
| 2004-09-01 | 125.848220861960 |
| 2004-10-01 | 126.549049064340 |
| 2004-11-01 | 126.321661429085 |
| 2004-12-01 | 125.904187682509 |
| 2005-01-01 | 126.077475300891 |
| 2005-02-01 | 125.991512265000 |
| 2005-03-01 | 125.992807857070 |
| 2005-04-01 | 127.145898167792 |
| 2005-05-01 | 127.175108626521 |
| 2005-06-01 | 127.060444774855 |
| 2005-07-01 | 128.494658000243 |
| 2005-08-01 | 128.627916831921 |
| 2005-09-01 | 129.082348511871 |
| 2005-10-01 | 128.458335635355 |
| 2005-11-01 | 128.937470204612 |
| 2005-12-01 | 129.634367119699 |
| 2006-01-01 | 130.135790518745 |
| 2006-02-01 | 130.500057036134 |
| 2006-03-01 | 130.870171016512 |
| 2006-04-01 | 131.108826198897 |
| 2006-05-01 | 131.348452000303 |
| 2006-06-01 | 131.744113033388 |
| 2006-07-01 | 131.577230569624 |
| 2006-08-01 | 132.081928163526 |
| 2006-09-01 | 132.413083192661 |
| 2006-10-01 | 132.355900943025 |
| 2006-11-01 | 132.988413990607 |
| 2006-12-01 | 133.280138902215 |
| 2007-01-01 | 132.795208147760 |
| 2007-02-01 | 133.421641791716 |
| 2007-03-01 | 133.811260445386 |
| 2007-04-01 | 134.173180091993 |
| 2007-05-01 | 134.407196684185 |
| 2007-06-01 | 134.950976766523 |
| 2007-07-01 | 134.839356511277 |
| 2007-08-01 | 134.797298009992 |
| 2007-09-01 | 134.855861394449 |
| 2007-10-01 | 135.955881101814 |
| 2007-11-01 | 136.347349001489 |
| 2007-12-01 | 136.432360567647 |
| 2008-01-01 | 136.800376329556 |
| 2008-02-01 | 136.968822447489 |
| 2008-03-01 | 136.664776606636 |
| 2008-04-01 | 136.300973928342 |
| 2008-05-01 | 136.056737723883 |
| 2008-06-01 | 135.641153268380 |
| 2008-07-01 | 135.257973543321 |
| 2008-08-01 | 135.105287377439 |
| 2008-09-01 | 134.382496258583 |
| 2008-10-01 | 133.934867892751 |
| 2008-11-01 | 133.245511900140 |
| 2008-12-01 | 132.550387640580 |
| 2009-01-01 | 131.427717303701 |
| 2009-02-01 | 130.249772757068 |
| 2009-03-01 | 128.907371136171 |
| 2009-04-01 | 127.715257684082 |
| 2009-05-01 | 126.786159476636 |
| 2009-06-01 | 125.728208896675 |
| 2009-07-01 | 125.228681662891 |
| 2009-08-01 | 124.657821283573 |
| 2009-09-01 | 124.305815895621 |
| 2009-10-01 | 123.920075370610 |
| 2009-11-01 | 123.069733547079 |
| 2009-12-01 | 123.295524271808 |
| 2010-01-01 | 123.577463937750 |
| 2010-02-01 | 123.171913151559 |
| 2010-03-01 | 123.575711213581 |
| 2010-04-01 | 123.604213934924 |
| 2010-05-01 | 123.837412987779 |
| 2010-06-01 | 123.781116577411 |
| 2010-07-01 | 124.044134745109 |
| 2010-08-01 | 123.900155780260 |
| 2010-09-01 | 123.683165288184 |
| 2010-10-01 | 123.833551930614 |
| 2010-11-01 | 123.918809192326 |
| 2010-12-01 | 124.041625533134 |
| 2011-01-01 | 124.447208611530 |
| 2011-02-01 | 125.039837940267 |
| 2011-03-01 | 125.018163055385 |
| 2011-04-01 | 125.792376335125 |
| 2011-05-01 | 126.138105039987 |
| 2011-06-01 | 126.307220961049 |
| 2011-07-01 | 126.432436773704 |
| 2011-08-01 | 126.702518074264 |
| 2011-09-01 | 127.245149140075 |
| 2011-10-01 | 127.682279467673 |
| 2011-11-01 | 127.975558622068 |
| 2011-12-01 | 128.275335230095 |
| 2012-01-01 | 128.503041669546 |
| 2012-02-01 | 128.997912583408 |
| 2012-03-01 | 129.475888099561 |
| 2012-04-01 | 129.688163807182 |
| 2012-05-01 | 130.301380934731 |
| 2012-06-01 | 130.437554711088 |
| 2012-07-01 | 130.407369386020 |
| 2012-08-01 | 130.792937500977 |
| 2012-09-01 | 130.875935996877 |
| 2012-10-01 | 130.527306804059 |
| 2012-11-01 | 131.024066898565 |
| 2012-12-01 | 131.320227210486 |
| 2013-01-01 | 131.644626731593 |
| 2013-02-01 | 131.732427087745 |
| 2013-03-01 | 132.119238573317 |
| 2013-04-01 | 132.509719265873 |
| 2013-05-01 | 132.602088082083 |
| 2013-06-01 | 133.117259099273 |
| 2013-07-01 | 133.290464562451 |
| 2013-08-01 | 133.440155861095 |
| 2013-09-01 | 133.490746480969 |
| 2013-10-01 | 134.579100798176 |
| 2013-11-01 | 135.283392657993 |
| 2013-12-01 | 135.560343435856 |
| 2014-01-01 | 135.227543729612 |
| 2014-02-01 | 135.442287768881 |
| 2014-03-01 | 135.986609168005 |
| 2014-04-01 | 136.142737109525 |
| 2014-05-01 | 136.303656178744 |
| 2014-06-01 | 136.839526379454 |
| 2014-07-01 | 137.297498738156 |
| 2014-08-01 | 137.593085580010 |
| 2014-09-01 | 137.895778492592 |
| 2014-10-01 | 139.015083629697 |
| 2014-11-01 | 139.035233331929 |
| 2014-12-01 | 139.212969971271 |
| 2015-01-01 | 140.693306421349 |
| 2015-02-01 | 141.142969590460 |
| 2015-03-01 | 141.340287417876 |
| 2015-04-01 | 141.556831254584 |
| 2015-05-01 | 141.867153734163 |
| 2015-06-01 | 142.082573219393 |
| 2015-07-01 | 142.430410957088 |
| 2015-08-01 | 142.491566149182 |
| 2015-09-01 | 142.359886407979 |
| 2015-10-01 | 141.521341180839 |
| 2015-11-01 | 140.883146176195 |
| 2015-12-01 | 140.277663940336 |
| 2016-01-01 | 144.123137846165 |
| 2016-02-01 | 144.499248101204 |
| 2016-03-01 | 144.419316020957 |
| 2016-04-01 | 144.340625788930 |
| 2016-05-01 | 144.070471473210 |
| 2016-06-01 | 144.029112890610 |
| 2016-07-01 | 144.790578446181 |
| 2016-08-01 | 144.469093905063 |
| 2016-09-01 | 144.596036250578 |
| 2016-10-01 | 144.198085427461 |
| 2016-11-01 | 144.398933709239 |
| 2016-12-01 | 144.551370813427 |
| 2017-01-01 | 144.354363584393 |
| 2017-02-01 | 143.924717996044 |
| 2017-03-01 | 143.883233283278 |
| 2017-04-01 | 143.588514375219 |
| 2017-05-01 | 144.130514798578 |
| 2017-06-01 | 144.968214265683 |
| 2017-07-01 | 144.272842385320 |
| 2017-08-01 | 144.824639727974 |
| 2017-09-01 | 145.022521817794 |
| 2017-10-01 | 144.957483640083 |
| 2017-11-01 | 145.076403395042 |
| 2017-12-01 | 145.499623147319 |
| 2018-01-01 | 146.064227692283 |
| 2018-02-01 | 146.268388103595 |
| 2018-03-01 | 146.628173826488 |
| 2018-04-01 | 146.913327304703 |
| 2018-05-01 | 147.094047771210 |
| 2018-06-01 | 147.787340051823 |
| 2018-07-01 | 147.128406013011 |
| 2018-08-01 | 147.345297884516 |
| 2018-09-01 | 147.690844806394 |
| 2018-10-01 | 148.226444938479 |
| 2018-11-01 | 148.328176559595 |
| 2018-12-01 | 148.416470706270 |
| 2019-01-01 | 148.405418551203 |
| 2019-02-01 | 148.836720099395 |
| 2019-03-01 | 148.835981983492 |
| 2019-04-01 | 149.226443698911 |
| 2019-05-01 | 149.565093351867 |
| 2019-06-01 | 149.785721546513 |
| 2019-07-01 | 150.258549482603 |
| 2019-08-01 | 150.388180728344 |
| 2019-09-01 | 150.573986113882 |
| 2019-10-01 | 151.195386947671 |
| 2019-11-01 | 152.195404580819 |
| 2019-12-01 | 152.124555643558 |
| 2020-01-01 | 152.744577794162 |
| 2020-02-01 | 153.137906142371 |
| 2020-03-01 | 152.923677316536 |
| 2020-04-01 | 146.552538448852 |
| 2020-05-01 | 146.843991083084 |
| 2020-06-01 | 146.960336527974 |
| 2020-07-01 | 147.289744420437 |
| 2020-08-01 | 147.819232808999 |
| 2020-09-01 | 147.874697312274 |
| 2020-10-01 | 149.017171886516 |
| 2020-11-01 | 149.587547031757 |
| 2020-12-01 | 149.904581750991 |
| 2021-01-01 | 150.819631176369 |
| 2021-02-01 | 151.458197995062 |
| 2021-03-01 | 152.587900313494 |
| 2021-04-01 | 153.622497835393 |
| 2021-05-01 | 154.332615336594 |
| 2021-06-01 | 155.695056653120 |
| 2021-07-01 | 157.374466695988 |
| 2021-08-01 | 158.209245862732 |
| 2021-09-01 | 158.192464812055 |
| 2021-10-01 | 160.774885206929 |
| 2021-11-01 | 162.195272261200 |
| 2021-12-01 | 163.655473765395 |
| 2022-01-01 | 164.593977994947 |
| 2022-02-01 | 166.210877334974 |
| 2022-03-01 | 167.009401432548 |
| 2022-04-01 | 169.646028622243 |
| 2022-05-01 | 170.959931826520 |
| 2022-06-01 | 171.128307215524 |
| 2022-07-01 | 173.191169162960 |
| 2022-08-01 | 174.074606777498 |
| 2022-09-01 | 174.626933333277 |
| 2022-10-01 | 175.658122660160 |
| 2022-11-01 | 175.924775187330 |
| 2022-12-01 | 176.245987245664 |
| 2023-01-01 | 177.575616955019 |
| 2023-02-01 | 177.251975812989 |
| 2023-03-01 | 177.217779128262 |
| 2023-04-01 | 177.245379534466 |
| 2023-05-01 | 176.610464406667 |
| 2023-06-01 | 176.359076524772 |
| 2023-07-01 | 174.550854543073 |
| 2023-08-01 | 173.909274417556 |
| 2023-09-01 | 173.652368777240 |
| 2023-10-01 | 172.599717018152 |
| 2023-11-01 | 172.149254645389 |
| 2023-12-01 | 172.044833358398 |
| 2024-01-01 | 170.525580639561 |
| 2024-02-01 | 170.163547468391 |
| 2024-03-01 | 169.944277825859 |
| 2024-04-01 | 169.856755607150 |
| 2024-05-01 | 170.082101625337 |
| 2024-06-01 | 170.540931129834 |
| 2024-07-01 | 170.116069582760 |
| 2024-08-01 | 170.335772828003 |
| 2024-09-01 | 170.372039557480 |
| 2024-10-01 | 170.027486536345 |
| 2024-11-01 | 170.151353938239 |
| 2024-12-01 | 169.928851375615 |
| 2025-01-01 | 169.784924274607 |
| 2025-02-01 | 169.746368373394 |
| 2025-03-01 | 169.703762488924 |
| 2025-04-01 | 168.984512807376 |
| 2025-05-01 | 168.455452020971 |
| 2025-06-01 | 168.032130301572 |
| 2025-07-01 | 168.278022085560 |
| 2025-08-01 | 167.933322249604 |
| 2025-09-01 | 167.724065626170 |
| 2025-10-01 | 167.724920918448 |
| 2025-11-01 | 167.432694754834 |
| 2025-12-01 | 167.762564923348 |
| 2026-01-01 | 168.143821964026 |
| 2026-02-01 | 167.326260941219 |
| 2026-03-01 | 167.275142626136 |
| 2026-04-01 | 166.862188658153 |
| 2026-05-01 | 167.127444156322 |
| 2026-06-01 | 167.466947729554 |