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 2026-01-01 |
| Last Updated | 2026-04-10 11:28 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 | 129.888795810559 |
| 1990-02-01 | 130.451066223628 |
| 1990-03-01 | 130.243913952032 |
| 1990-04-01 | 130.682669855971 |
| 1990-05-01 | 131.102224305703 |
| 1990-06-01 | 131.213636739392 |
| 1990-07-01 | 131.963198443906 |
| 1990-08-01 | 132.773175954851 |
| 1990-09-01 | 132.496396922931 |
| 1990-10-01 | 132.341730355490 |
| 1990-11-01 | 132.346498177751 |
| 1990-12-01 | 132.627768770579 |
| 1991-01-01 | 133.142465780909 |
| 1991-02-01 | 132.885540671146 |
| 1991-03-01 | 132.747158168264 |
| 1991-04-01 | 131.173489396258 |
| 1991-05-01 | 131.393663885866 |
| 1991-06-01 | 131.505210521916 |
| 1991-07-01 | 131.876494233735 |
| 1991-08-01 | 131.869787128107 |
| 1991-09-01 | 131.390699503610 |
| 1991-10-01 | 131.365259719356 |
| 1991-11-01 | 130.763977820537 |
| 1991-12-01 | 130.437972972150 |
| 1992-01-01 | 130.026214678885 |
| 1992-02-01 | 129.778989070118 |
| 1992-03-01 | 129.390001239180 |
| 1992-04-01 | 130.161628493363 |
| 1992-05-01 | 130.382288002220 |
| 1992-06-01 | 130.279860876156 |
| 1992-07-01 | 129.604701173025 |
| 1992-08-01 | 129.262958438325 |
| 1992-09-01 | 129.194407872371 |
| 1992-10-01 | 130.496767404047 |
| 1992-11-01 | 130.303283427785 |
| 1992-12-01 | 130.548140770500 |
| 1993-01-01 | 130.662516342108 |
| 1993-02-01 | 130.683437142573 |
| 1993-03-01 | 131.077637376465 |
| 1993-04-01 | 134.964723877153 |
| 1993-05-01 | 135.035870157246 |
| 1993-06-01 | 135.010679050362 |
| 1993-07-01 | 134.684317193243 |
| 1993-08-01 | 134.405542972530 |
| 1993-09-01 | 135.370267588594 |
| 1993-10-01 | 134.852828361944 |
| 1993-11-01 | 135.090473547026 |
| 1993-12-01 | 135.269398639527 |
| 1994-01-01 | 134.009212056062 |
| 1994-02-01 | 134.077672218282 |
| 1994-03-01 | 134.135915015257 |
| 1994-04-01 | 134.567741719784 |
| 1994-05-01 | 134.573030956954 |
| 1994-06-01 | 134.882293734552 |
| 1994-07-01 | 135.463531272632 |
| 1994-08-01 | 135.843825907005 |
| 1994-09-01 | 135.931186472999 |
| 1994-10-01 | 137.133632100676 |
| 1994-11-01 | 137.735512053029 |
| 1994-12-01 | 138.542325506649 |
| 1995-01-01 | 136.665739695328 |
| 1995-02-01 | 137.030078177055 |
| 1995-03-01 | 137.303187537430 |
| 1995-04-01 | 139.453770845693 |
| 1995-05-01 | 139.665846409989 |
| 1995-06-01 | 140.149081544895 |
| 1995-07-01 | 140.406307950029 |
| 1995-08-01 | 140.665036614791 |
| 1995-09-01 | 141.124783548312 |
| 1995-10-01 | 141.511541914113 |
| 1995-11-01 | 141.700737742499 |
| 1995-12-01 | 142.224607454972 |
| 1996-01-01 | 142.740498968455 |
| 1996-02-01 | 143.184275323023 |
| 1996-03-01 | 143.431549034311 |
| 1996-04-01 | 143.740917049679 |
| 1996-05-01 | 144.466606379562 |
| 1996-06-01 | 145.056133819111 |
| 1996-07-01 | 145.843242499452 |
| 1996-08-01 | 146.603356535681 |
| 1996-09-01 | 147.039334736084 |
| 1996-10-01 | 146.871641608531 |
| 1996-11-01 | 147.352805088802 |
| 1996-12-01 | 147.883359411472 |
| 1997-01-01 | 149.402496830181 |
| 1997-02-01 | 150.368082469321 |
| 1997-03-01 | 151.267764715492 |
| 1997-04-01 | 151.991028784295 |
| 1997-05-01 | 152.729983439273 |
| 1997-06-01 | 153.545024472576 |
| 1997-07-01 | 154.324758351816 |
| 1997-08-01 | 154.791267521125 |
| 1997-09-01 | 155.405518626632 |
| 1997-10-01 | 156.529583654446 |
| 1997-11-01 | 156.329062542118 |
| 1997-12-01 | 156.786461742014 |
| 1998-01-01 | 160.489014820419 |
| 1998-02-01 | 161.274395526110 |
| 1998-03-01 | 161.346250749836 |
| 1998-04-01 | 163.055436444404 |
| 1998-05-01 | 163.864540051972 |
| 1998-06-01 | 164.132988749289 |
| 1998-07-01 | 164.347594030753 |
| 1998-08-01 | 165.216451111274 |
| 1998-09-01 | 165.552656043518 |
| 1998-10-01 | 166.962616667064 |
| 1998-11-01 | 168.047197855385 |
| 1998-12-01 | 167.952325945097 |
| 1999-01-01 | 167.799669788206 |
| 1999-02-01 | 168.384185603065 |
| 1999-03-01 | 168.500971690121 |
| 1999-04-01 | 168.416852228255 |
| 1999-05-01 | 169.080521235301 |
| 1999-06-01 | 169.270195369855 |
| 1999-07-01 | 170.517038342376 |
| 1999-08-01 | 170.882148851392 |
| 1999-09-01 | 171.513742975977 |
| 1999-10-01 | 171.576873141507 |
| 1999-11-01 | 172.085470931137 |
| 1999-12-01 | 173.167100155290 |
| 2000-01-01 | 174.087625280087 |
| 2000-02-01 | 173.886374400778 |
| 2000-03-01 | 174.949982344213 |
| 2000-04-01 | 176.746065227453 |
| 2000-05-01 | 177.013653798502 |
| 2000-06-01 | 177.908247937570 |
| 2000-07-01 | 176.848411671465 |
| 2000-08-01 | 177.023922143483 |
| 2000-09-01 | 177.697164220449 |
| 2000-10-01 | 178.356073679845 |
| 2000-11-01 | 179.034746783743 |
| 2000-12-01 | 178.988753020910 |
| 2001-01-01 | 181.737909892487 |
| 2001-02-01 | 182.151562207299 |
| 2001-03-01 | 181.869859958580 |
| 2001-04-01 | 180.899492950811 |
| 2001-05-01 | 179.968503975052 |
| 2001-06-01 | 179.976990737892 |
| 2001-07-01 | 179.167460033271 |
| 2001-08-01 | 178.739280747770 |
| 2001-09-01 | 177.662159850438 |
| 2001-10-01 | 176.832327228471 |
| 2001-11-01 | 175.142169444361 |
| 2001-12-01 | 174.646004250447 |
| 2002-01-01 | 174.391666231414 |
| 2002-02-01 | 173.816747358707 |
| 2002-03-01 | 173.760924740518 |
| 2002-04-01 | 172.758016779382 |
| 2002-05-01 | 172.637724129299 |
| 2002-06-01 | 172.369550708167 |
| 2002-07-01 | 172.557827218386 |
| 2002-08-01 | 172.340298150078 |
| 2002-09-01 | 172.302438904888 |
| 2002-10-01 | 171.698606810729 |
| 2002-11-01 | 171.685417049180 |
| 2002-12-01 | 171.639254880714 |
| 2003-01-01 | 170.675092268179 |
| 2003-02-01 | 170.114896711507 |
| 2003-03-01 | 169.627045392455 |
| 2003-04-01 | 169.311090335154 |
| 2003-05-01 | 168.514054343704 |
| 2003-06-01 | 168.040557774781 |
| 2003-07-01 | 167.473326465619 |
| 2003-08-01 | 167.045912911491 |
| 2003-09-01 | 166.778566367117 |
| 2003-10-01 | 166.587959935754 |
| 2003-11-01 | 166.086591710995 |
| 2003-12-01 | 165.692615690774 |
| 2004-01-01 | 166.001366340333 |
| 2004-02-01 | 165.863861067151 |
| 2004-03-01 | 165.922900678027 |
| 2004-04-01 | 165.758959554126 |
| 2004-05-01 | 165.860548062289 |
| 2004-06-01 | 165.191552460356 |
| 2004-07-01 | 166.209149836761 |
| 2004-08-01 | 166.084979467008 |
| 2004-09-01 | 165.749846973616 |
| 2004-10-01 | 166.774598775639 |
| 2004-11-01 | 166.418720635550 |
| 2004-12-01 | 166.221482178803 |
| 2005-01-01 | 166.014071551596 |
| 2005-02-01 | 165.885139818774 |
| 2005-03-01 | 166.022447901552 |
| 2005-04-01 | 167.308372282996 |
| 2005-05-01 | 167.461558964470 |
| 2005-06-01 | 167.230187133879 |
| 2005-07-01 | 168.811084512834 |
| 2005-08-01 | 169.055090797642 |
| 2005-09-01 | 169.571008580553 |
| 2005-10-01 | 169.150444743635 |
| 2005-11-01 | 169.520447349371 |
| 2005-12-01 | 170.097897844696 |
| 2006-01-01 | 170.867905664481 |
| 2006-02-01 | 171.272284627563 |
| 2006-03-01 | 171.702726226198 |
| 2006-04-01 | 172.182397829912 |
| 2006-05-01 | 172.673893895934 |
| 2006-06-01 | 173.171254569628 |
| 2006-07-01 | 173.333022045424 |
| 2006-08-01 | 174.032387928585 |
| 2006-09-01 | 174.578658643871 |
| 2006-10-01 | 174.900562758337 |
| 2006-11-01 | 175.594928420555 |
| 2006-12-01 | 175.886937897828 |
| 2007-01-01 | 175.500387760562 |
| 2007-02-01 | 176.545620064508 |
| 2007-03-01 | 177.017169606212 |
| 2007-04-01 | 177.275124944992 |
| 2007-05-01 | 177.551596839420 |
| 2007-06-01 | 178.350689765055 |
| 2007-07-01 | 178.434323323426 |
| 2007-08-01 | 178.575807690367 |
| 2007-09-01 | 178.710448462027 |
| 2007-10-01 | 180.844519199120 |
| 2007-11-01 | 181.483981731488 |
| 2007-12-01 | 181.289652326842 |
| 2008-01-01 | 181.712529001800 |
| 2008-02-01 | 181.852810415548 |
| 2008-03-01 | 181.527935831924 |
| 2008-04-01 | 181.425714813193 |
| 2008-05-01 | 181.101398292507 |
| 2008-06-01 | 180.605939270881 |
| 2008-07-01 | 179.879712420005 |
| 2008-08-01 | 179.610539873325 |
| 2008-09-01 | 178.721421696558 |
| 2008-10-01 | 178.189168866613 |
| 2008-11-01 | 177.355523737813 |
| 2008-12-01 | 176.241109281584 |
| 2009-01-01 | 175.092433345516 |
| 2009-02-01 | 173.579188768012 |
| 2009-03-01 | 171.809343347340 |
| 2009-04-01 | 170.085057113825 |
| 2009-05-01 | 168.895126786677 |
| 2009-06-01 | 167.341780005972 |
| 2009-07-01 | 166.669368298310 |
| 2009-08-01 | 165.811791290406 |
| 2009-09-01 | 165.270859608101 |
| 2009-10-01 | 164.482784789670 |
| 2009-11-01 | 163.639226754495 |
| 2009-12-01 | 163.683528289248 |
| 2010-01-01 | 163.892039406220 |
| 2010-02-01 | 163.262241693333 |
| 2010-03-01 | 163.718955391463 |
| 2010-04-01 | 163.525902478231 |
| 2010-05-01 | 163.803855576750 |
| 2010-06-01 | 163.802315081326 |
| 2010-07-01 | 164.503995815572 |
| 2010-08-01 | 164.571495153659 |
| 2010-09-01 | 164.352409056641 |
| 2010-10-01 | 164.899156029711 |
| 2010-11-01 | 165.212571829612 |
| 2010-12-01 | 165.350235995154 |
| 2011-01-01 | 165.686440098459 |
| 2011-02-01 | 166.340778544938 |
| 2011-03-01 | 166.534716568789 |
| 2011-04-01 | 167.499661105679 |
| 2011-05-01 | 167.855894372022 |
| 2011-06-01 | 168.117034459472 |
| 2011-07-01 | 168.196658638836 |
| 2011-08-01 | 168.477895411638 |
| 2011-09-01 | 169.143716598788 |
| 2011-10-01 | 169.440130514671 |
| 2011-11-01 | 169.858338135849 |
| 2011-12-01 | 170.206149092523 |
| 2012-01-01 | 170.695138778127 |
| 2012-02-01 | 171.395034971615 |
| 2012-03-01 | 172.071706483015 |
| 2012-04-01 | 172.793529849231 |
| 2012-05-01 | 173.575475389299 |
| 2012-06-01 | 174.017063766304 |
| 2012-07-01 | 174.186637919881 |
| 2012-08-01 | 174.571965033409 |
| 2012-09-01 | 174.896690269897 |
| 2012-10-01 | 174.487332593678 |
| 2012-11-01 | 175.401811394219 |
| 2012-12-01 | 175.662075746921 |
| 2013-01-01 | 176.060708109193 |
| 2013-02-01 | 176.309212034732 |
| 2013-03-01 | 176.822389622534 |
| 2013-04-01 | 177.114599343634 |
| 2013-05-01 | 177.243842725325 |
| 2013-06-01 | 177.681631140159 |
| 2013-07-01 | 177.670291309707 |
| 2013-08-01 | 178.032113806791 |
| 2013-09-01 | 177.954925299059 |
| 2013-10-01 | 179.342976466879 |
| 2013-11-01 | 180.539664579831 |
| 2013-12-01 | 180.726671330808 |
| 2014-01-01 | 180.137813971603 |
| 2014-02-01 | 180.373952217457 |
| 2014-03-01 | 181.100068762983 |
| 2014-04-01 | 181.175691237388 |
| 2014-05-01 | 181.524899129147 |
| 2014-06-01 | 182.292981116412 |
| 2014-07-01 | 183.067249461317 |
| 2014-08-01 | 183.579195597913 |
| 2014-09-01 | 183.982932219930 |
| 2014-10-01 | 185.378377928067 |
| 2014-11-01 | 185.593422816876 |
| 2014-12-01 | 185.888813895356 |
| 2015-01-01 | 188.004872185984 |
| 2015-02-01 | 188.354239885867 |
| 2015-03-01 | 188.685904363599 |
| 2015-04-01 | 189.046039258550 |
| 2015-05-01 | 189.388443917795 |
| 2015-06-01 | 189.736654763580 |
| 2015-07-01 | 190.029786059210 |
| 2015-08-01 | 190.348171532774 |
| 2015-09-01 | 190.376006315661 |
| 2015-10-01 | 189.585010277890 |
| 2015-11-01 | 189.139488135820 |
| 2015-12-01 | 188.584439152137 |
| 2016-01-01 | 192.824850559925 |
| 2016-02-01 | 193.082191250164 |
| 2016-03-01 | 192.782445399461 |
| 2016-04-01 | 192.967995292558 |
| 2016-05-01 | 192.701418088093 |
| 2016-06-01 | 192.480628803982 |
| 2016-07-01 | 192.833981608877 |
| 2016-08-01 | 192.918087530034 |
| 2016-09-01 | 192.936619493476 |
| 2016-10-01 | 192.469555615115 |
| 2016-11-01 | 192.642597782770 |
| 2016-12-01 | 192.791283733467 |
| 2017-01-01 | 192.819688679787 |
| 2017-02-01 | 192.384392336346 |
| 2017-03-01 | 192.455322012519 |
| 2017-04-01 | 192.324186007927 |
| 2017-05-01 | 192.962673243131 |
| 2017-06-01 | 194.122761542315 |
| 2017-07-01 | 193.464377618094 |
| 2017-08-01 | 194.369252852203 |
| 2017-09-01 | 194.895361879755 |
| 2017-10-01 | 195.238738968425 |
| 2017-11-01 | 195.498314183705 |
| 2017-12-01 | 196.158679571706 |
| 2018-01-01 | 196.825769164076 |
| 2018-02-01 | 197.242945630105 |
| 2018-03-01 | 197.815341221078 |
| 2018-04-01 | 198.366350285254 |
| 2018-05-01 | 198.845727783367 |
| 2018-06-01 | 199.935164030034 |
| 2018-07-01 | 198.992480108501 |
| 2018-08-01 | 199.563764445014 |
| 2018-09-01 | 200.083769374612 |
| 2018-10-01 | 200.703009337472 |
| 2018-11-01 | 200.800314418027 |
| 2018-12-01 | 201.169331254927 |
| 2019-01-01 | 201.548273556959 |
| 2019-02-01 | 202.374746686849 |
| 2019-03-01 | 202.543731335355 |
| 2019-04-01 | 202.965274462565 |
| 2019-05-01 | 203.333774347095 |
| 2019-06-01 | 203.860506809222 |
| 2019-07-01 | 204.314195148883 |
| 2019-08-01 | 204.384366718404 |
| 2019-09-01 | 204.592126229081 |
| 2019-10-01 | 205.156605669306 |
| 2019-11-01 | 206.208179441318 |
| 2019-12-01 | 206.145785063219 |
| 2020-01-01 | 206.762935436201 |
| 2020-02-01 | 207.343427432931 |
| 2020-03-01 | 207.056355133522 |
| 2020-04-01 | 198.641034759484 |
| 2020-05-01 | 199.134820256770 |
| 2020-06-01 | 199.187691090543 |
| 2020-07-01 | 199.522699993170 |
| 2020-08-01 | 200.238741607689 |
| 2020-09-01 | 200.286180290598 |
| 2020-10-01 | 201.667767510568 |
| 2020-11-01 | 202.457768419480 |
| 2020-12-01 | 203.296686851867 |
| 2021-01-01 | 204.175845913471 |
| 2021-02-01 | 205.006948892668 |
| 2021-03-01 | 206.428165865162 |
| 2021-04-01 | 207.780662354065 |
| 2021-05-01 | 208.522106046277 |
| 2021-06-01 | 210.483211133879 |
| 2021-07-01 | 212.482312144069 |
| 2021-08-01 | 213.796935662958 |
| 2021-09-01 | 213.512532338845 |
| 2021-10-01 | 216.807208105856 |
| 2021-11-01 | 218.536863810176 |
| 2021-12-01 | 220.478337678585 |
| 2022-01-01 | 220.054497934196 |
| 2022-02-01 | 222.335567845278 |
| 2022-03-01 | 223.217970146083 |
| 2022-04-01 | 226.583452682864 |
| 2022-05-01 | 228.250420282845 |
| 2022-06-01 | 228.538632547933 |
| 2022-07-01 | 231.145708772852 |
| 2022-08-01 | 232.334104244738 |
| 2022-09-01 | 233.042464176184 |
| 2022-10-01 | 234.590729882740 |
| 2022-11-01 | 235.087264371788 |
| 2022-12-01 | 235.744476229498 |
| 2023-01-01 | 236.952726223578 |
| 2023-02-01 | 236.912321951078 |
| 2023-03-01 | 236.866457026589 |
| 2023-04-01 | 237.126124611711 |
| 2023-05-01 | 236.558288042575 |
| 2023-06-01 | 236.693835139431 |
| 2023-07-01 | 234.609221413928 |
| 2023-08-01 | 233.879283028521 |
| 2023-09-01 | 234.061839071276 |
| 2023-10-01 | 233.168108906196 |
| 2023-11-01 | 232.699488804800 |
| 2023-12-01 | 232.697716179540 |
| 2024-01-01 | 231.285482503880 |
| 2024-02-01 | 230.944774366367 |
| 2024-03-01 | 230.740696901466 |
| 2024-04-01 | 230.056072967380 |
| 2024-05-01 | 230.379310782498 |
| 2024-06-01 | 231.463150833232 |
| 2024-07-01 | 230.405010179192 |
| 2024-08-01 | 230.630818640123 |
| 2024-09-01 | 230.786466413062 |
| 2024-10-01 | 230.141329302249 |
| 2024-11-01 | 230.391106492688 |
| 2024-12-01 | 230.047472536848 |
| 2025-01-01 | 230.174212819630 |
| 2025-02-01 | 229.954884972231 |
| 2025-03-01 | 229.864648626324 |
| 2025-04-01 | 229.015949136683 |
| 2025-05-01 | 228.488130719766 |
| 2025-06-01 | 228.338329851985 |
| 2025-07-01 | 228.379262421666 |
| 2025-08-01 | 228.133546006320 |
| 2025-09-01 | 227.861725471385 |
| 2025-10-01 | 227.986369278194 |
| 2025-11-01 | 227.636111080628 |
| 2025-12-01 | 228.029161568783 |
| 2026-01-01 | 228.465543350990 |