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 2025-12-01 |
| Last Updated | 2026-01-28 2:04 AM CST |
| 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 | 129.888430492363 |
| 1990-02-01 | 130.450634124436 |
| 1990-03-01 | 130.242098962927 |
| 1990-04-01 | 130.683309112529 |
| 1990-05-01 | 131.102721058548 |
| 1990-06-01 | 131.214113357573 |
| 1990-07-01 | 131.963570238072 |
| 1990-08-01 | 132.773499781712 |
| 1990-09-01 | 132.496622742184 |
| 1990-10-01 | 132.341879649819 |
| 1990-11-01 | 132.346537287658 |
| 1990-12-01 | 132.627734432146 |
| 1991-01-01 | 133.142032564212 |
| 1991-02-01 | 132.884996461149 |
| 1991-03-01 | 132.745341979854 |
| 1991-04-01 | 131.174128423373 |
| 1991-05-01 | 131.394178723449 |
| 1991-06-01 | 131.505699659183 |
| 1991-07-01 | 131.876882633744 |
| 1991-08-01 | 131.870120885224 |
| 1991-09-01 | 131.390954161719 |
| 1991-10-01 | 131.365429616421 |
| 1991-11-01 | 130.764056694059 |
| 1991-12-01 | 130.438077480915 |
| 1992-01-01 | 130.025614283624 |
| 1992-02-01 | 129.778269720750 |
| 1992-03-01 | 129.388139334906 |
| 1992-04-01 | 130.162382824347 |
| 1992-05-01 | 130.382853396706 |
| 1992-06-01 | 130.280364569306 |
| 1992-07-01 | 129.605109670680 |
| 1992-08-01 | 129.263291153989 |
| 1992-09-01 | 129.194684337607 |
| 1992-10-01 | 130.496955186354 |
| 1992-11-01 | 130.303402497479 |
| 1992-12-01 | 130.548377503761 |
| 1993-01-01 | 130.661740341433 |
| 1993-02-01 | 130.682580377444 |
| 1993-03-01 | 131.075706741605 |
| 1993-04-01 | 134.965539147449 |
| 1993-05-01 | 135.036502794311 |
| 1993-06-01 | 135.011215210595 |
| 1993-07-01 | 134.684754856127 |
| 1993-08-01 | 134.405897147557 |
| 1993-09-01 | 135.370556035151 |
| 1993-10-01 | 134.853021119010 |
| 1993-11-01 | 135.090628852654 |
| 1993-12-01 | 135.269848779242 |
| 1994-01-01 | 134.008238730817 |
| 1994-02-01 | 134.076627002422 |
| 1994-03-01 | 134.134066901834 |
| 1994-04-01 | 134.568563778355 |
| 1994-05-01 | 134.573661094587 |
| 1994-06-01 | 134.882819691096 |
| 1994-07-01 | 135.463970843511 |
| 1994-08-01 | 135.844158276319 |
| 1994-09-01 | 135.931427620376 |
| 1994-10-01 | 137.133790849982 |
| 1994-11-01 | 137.735639898882 |
| 1994-12-01 | 138.542865932744 |
| 1995-01-01 | 136.664779119536 |
| 1995-02-01 | 137.029075558601 |
| 1995-03-01 | 137.301618677922 |
| 1995-04-01 | 139.454421553426 |
| 1995-05-01 | 139.666415802955 |
| 1995-06-01 | 140.149574939366 |
| 1995-07-01 | 140.406714546699 |
| 1995-08-01 | 140.665333231154 |
| 1995-09-01 | 141.124950578190 |
| 1995-10-01 | 141.511640228392 |
| 1995-11-01 | 141.700832966302 |
| 1995-12-01 | 142.225228656031 |
| 1996-01-01 | 142.739622984540 |
| 1996-02-01 | 143.183390707369 |
| 1996-03-01 | 143.430296023006 |
| 1996-04-01 | 143.741421420554 |
| 1996-05-01 | 144.467057166186 |
| 1996-06-01 | 145.056548284230 |
| 1996-07-01 | 145.843586832464 |
| 1996-08-01 | 146.603579076338 |
| 1996-09-01 | 147.039406929823 |
| 1996-10-01 | 146.871666629899 |
| 1996-11-01 | 147.352827935715 |
| 1996-12-01 | 147.883841527341 |
| 1997-01-01 | 149.401957998677 |
| 1997-02-01 | 150.367580109138 |
| 1997-03-01 | 151.266764424708 |
| 1997-04-01 | 151.991326244483 |
| 1997-05-01 | 152.730324291446 |
| 1997-06-01 | 153.545312897214 |
| 1997-07-01 | 154.325021922180 |
| 1997-08-01 | 154.791424471931 |
| 1997-09-01 | 155.405514008829 |
| 1997-10-01 | 156.529538356980 |
| 1997-11-01 | 156.328994662349 |
| 1997-12-01 | 156.786777312757 |
| 1998-01-01 | 160.488818357986 |
| 1998-02-01 | 161.274222342761 |
| 1998-03-01 | 161.345510421383 |
| 1998-04-01 | 163.055610877901 |
| 1998-05-01 | 163.864789609302 |
| 1998-06-01 | 164.133140972168 |
| 1998-07-01 | 164.347777791065 |
| 1998-08-01 | 165.216538074867 |
| 1998-09-01 | 165.552605671065 |
| 1998-10-01 | 166.962516090067 |
| 1998-11-01 | 168.047039802156 |
| 1998-12-01 | 167.952376612456 |
| 1999-01-01 | 167.799818858668 |
| 1999-02-01 | 168.384330480725 |
| 1999-03-01 | 168.500505499049 |
| 1999-04-01 | 168.416887781784 |
| 1999-05-01 | 169.080689522319 |
| 1999-06-01 | 169.270215355942 |
| 1999-07-01 | 170.517146492968 |
| 1999-08-01 | 170.882187243928 |
| 1999-09-01 | 171.513685929258 |
| 1999-10-01 | 171.576757472193 |
| 1999-11-01 | 172.085298058947 |
| 1999-12-01 | 173.167015701970 |
| 2000-01-01 | 174.087871619928 |
| 2000-02-01 | 173.886614041588 |
| 2000-03-01 | 174.949744856277 |
| 2000-04-01 | 176.746091299080 |
| 2000-05-01 | 177.013772118941 |
| 2000-06-01 | 177.908196813419 |
| 2000-07-01 | 176.848465987093 |
| 2000-08-01 | 177.023926834396 |
| 2000-09-01 | 177.697115309133 |
| 2000-10-01 | 178.355969765239 |
| 2000-11-01 | 179.034598677720 |
| 2000-12-01 | 178.988555276980 |
| 2001-01-01 | 181.738163307395 |
| 2001-02-01 | 182.151814951468 |
| 2001-03-01 | 181.869810153171 |
| 2001-04-01 | 180.899497659948 |
| 2001-05-01 | 179.968593859219 |
| 2001-06-01 | 179.976905044846 |
| 2001-07-01 | 179.167487215972 |
| 2001-08-01 | 178.739277344740 |
| 2001-09-01 | 177.662120551228 |
| 2001-10-01 | 176.832250091961 |
| 2001-11-01 | 175.142050331619 |
| 2001-12-01 | 174.645812060775 |
| 2002-01-01 | 174.391842196624 |
| 2002-02-01 | 173.816908221254 |
| 2002-03-01 | 173.761018083580 |
| 2002-04-01 | 172.758011298477 |
| 2002-05-01 | 172.637770862168 |
| 2002-06-01 | 172.369487248707 |
| 2002-07-01 | 172.557835745179 |
| 2002-08-01 | 172.340287213210 |
| 2002-09-01 | 172.302409465722 |
| 2002-10-01 | 171.698556069837 |
| 2002-11-01 | 171.685333224812 |
| 2002-12-01 | 171.639104262531 |
| 2003-01-01 | 170.675207459067 |
| 2003-02-01 | 170.115004348834 |
| 2003-03-01 | 169.627122085247 |
| 2003-04-01 | 169.311109075396 |
| 2003-05-01 | 168.514080750054 |
| 2003-06-01 | 168.040520712290 |
| 2003-07-01 | 167.473321802849 |
| 2003-08-01 | 167.045902579014 |
| 2003-09-01 | 166.778546563524 |
| 2003-10-01 | 166.587931636624 |
| 2003-11-01 | 166.086550206818 |
| 2003-12-01 | 165.692519140707 |
| 2004-01-01 | 166.001418099780 |
| 2004-02-01 | 165.863915207431 |
| 2004-03-01 | 165.922951696706 |
| 2004-04-01 | 165.758991802352 |
| 2004-05-01 | 165.860553140246 |
| 2004-06-01 | 165.191546085604 |
| 2004-07-01 | 166.209139540737 |
| 2004-08-01 | 166.084971140208 |
| 2004-09-01 | 165.749832117156 |
| 2004-10-01 | 166.774588597881 |
| 2004-11-01 | 166.418710365125 |
| 2004-12-01 | 166.221445204534 |
| 2005-01-01 | 166.014059163370 |
| 2005-02-01 | 165.885158772040 |
| 2005-03-01 | 166.022478006533 |
| 2005-04-01 | 167.308394852962 |
| 2005-05-01 | 167.461563292442 |
| 2005-06-01 | 167.230188032044 |
| 2005-07-01 | 168.811092226790 |
| 2005-08-01 | 169.055086064570 |
| 2005-09-01 | 169.570998164692 |
| 2005-10-01 | 169.150445032169 |
| 2005-11-01 | 169.520450055131 |
| 2005-12-01 | 170.097878922321 |
| 2006-01-01 | 170.867869891943 |
| 2006-02-01 | 171.272287915039 |
| 2006-03-01 | 171.702740943406 |
| 2006-04-01 | 172.182410000225 |
| 2006-05-01 | 172.673894668289 |
| 2006-06-01 | 173.171273428763 |
| 2006-07-01 | 173.333041973309 |
| 2006-08-01 | 174.032382739613 |
| 2006-09-01 | 174.578647619257 |
| 2006-10-01 | 174.900568132978 |
| 2006-11-01 | 175.594930946286 |
| 2006-12-01 | 175.886935149667 |
| 2007-01-01 | 175.500337446459 |
| 2007-02-01 | 176.545614203633 |
| 2007-03-01 | 177.017173666189 |
| 2007-04-01 | 177.275129342466 |
| 2007-05-01 | 177.551593284378 |
| 2007-06-01 | 178.350722067229 |
| 2007-07-01 | 178.434376909973 |
| 2007-08-01 | 178.575799655203 |
| 2007-09-01 | 178.710418512288 |
| 2007-10-01 | 180.844526222426 |
| 2007-11-01 | 181.483984033265 |
| 2007-12-01 | 181.289648273963 |
| 2008-01-01 | 181.712468183516 |
| 2008-02-01 | 181.852800769164 |
| 2008-03-01 | 181.527931762110 |
| 2008-04-01 | 181.425716332645 |
| 2008-05-01 | 181.101403065029 |
| 2008-06-01 | 180.606002354823 |
| 2008-07-01 | 179.879803081335 |
| 2008-08-01 | 179.610538322280 |
| 2008-09-01 | 178.721355530300 |
| 2008-10-01 | 178.189136584319 |
| 2008-11-01 | 177.355487325885 |
| 2008-12-01 | 176.241092067098 |
| 2009-01-01 | 175.092397791100 |
| 2009-02-01 | 173.579208778661 |
| 2009-03-01 | 171.809358996658 |
| 2009-04-01 | 170.085071535204 |
| 2009-05-01 | 168.895150427677 |
| 2009-06-01 | 167.341862007375 |
| 2009-07-01 | 166.669487615106 |
| 2009-08-01 | 165.811802364322 |
| 2009-09-01 | 165.270728825359 |
| 2009-10-01 | 164.482599905568 |
| 2009-11-01 | 163.639107402667 |
| 2009-12-01 | 163.683505381318 |
| 2010-01-01 | 163.892094946688 |
| 2010-02-01 | 163.262373565556 |
| 2010-03-01 | 163.719061232609 |
| 2010-04-01 | 163.525960406802 |
| 2010-05-01 | 163.803917649743 |
| 2010-06-01 | 163.802522160843 |
| 2010-07-01 | 164.504176183511 |
| 2010-08-01 | 164.571435941786 |
| 2010-09-01 | 164.352062841119 |
| 2010-10-01 | 164.898746912737 |
| 2010-11-01 | 165.212166532886 |
| 2010-12-01 | 165.348849315653 |
| 2011-01-01 | 165.688286284047 |
| 2011-02-01 | 166.341061801042 |
| 2011-03-01 | 166.535001759945 |
| 2011-04-01 | 167.499896673025 |
| 2011-05-01 | 167.856140922128 |
| 2011-06-01 | 168.117414869855 |
| 2011-07-01 | 168.196851122042 |
| 2011-08-01 | 168.477571541598 |
| 2011-09-01 | 169.142784486780 |
| 2011-10-01 | 169.439360380650 |
| 2011-11-01 | 169.857053104756 |
| 2011-12-01 | 170.202504073556 |
| 2012-01-01 | 170.700427131313 |
| 2012-02-01 | 171.395531001377 |
| 2012-03-01 | 172.072395098533 |
| 2012-04-01 | 172.794193666600 |
| 2012-05-01 | 173.576076383578 |
| 2012-06-01 | 174.017739282545 |
| 2012-07-01 | 174.186889978912 |
| 2012-08-01 | 174.571272652198 |
| 2012-09-01 | 174.894702292587 |
| 2012-10-01 | 174.486003341947 |
| 2012-11-01 | 175.398763014597 |
| 2012-12-01 | 175.654062569377 |
| 2013-01-01 | 176.071724390382 |
| 2013-02-01 | 176.310847485609 |
| 2013-03-01 | 176.823761723033 |
| 2013-04-01 | 177.115811886394 |
| 2013-05-01 | 177.244895269991 |
| 2013-06-01 | 177.682423689056 |
| 2013-07-01 | 177.670375219205 |
| 2013-08-01 | 178.030956169959 |
| 2013-09-01 | 177.951724321414 |
| 2013-10-01 | 179.340717030746 |
| 2013-11-01 | 180.534634616449 |
| 2013-12-01 | 180.715454833228 |
| 2014-01-01 | 180.153119153614 |
| 2014-02-01 | 180.377130822444 |
| 2014-03-01 | 181.102512088000 |
| 2014-04-01 | 181.177339423294 |
| 2014-05-01 | 181.526285383850 |
| 2014-06-01 | 182.293691407267 |
| 2014-07-01 | 183.067794278401 |
| 2014-08-01 | 183.577369252440 |
| 2014-09-01 | 183.978491677363 |
| 2014-10-01 | 185.375063375921 |
| 2014-11-01 | 185.586761984678 |
| 2014-12-01 | 185.875058438423 |
| 2015-01-01 | 188.023472823751 |
| 2015-02-01 | 188.359327344130 |
| 2015-03-01 | 188.689522524754 |
| 2015-04-01 | 189.047965225671 |
| 2015-05-01 | 189.389851905916 |
| 2015-06-01 | 189.736990351473 |
| 2015-07-01 | 190.031044321196 |
| 2015-08-01 | 190.345418326930 |
| 2015-09-01 | 190.370582187975 |
| 2015-10-01 | 189.580801272103 |
| 2015-11-01 | 189.132258603698 |
| 2015-12-01 | 188.571908366493 |
| 2016-01-01 | 192.842429769715 |
| 2016-02-01 | 193.089190157325 |
| 2016-03-01 | 192.786728633164 |
| 2016-04-01 | 192.969709168933 |
| 2016-05-01 | 192.702354914138 |
| 2016-06-01 | 192.480455652033 |
| 2016-07-01 | 192.836117468772 |
| 2016-08-01 | 192.914678274777 |
| 2016-09-01 | 192.930662102240 |
| 2016-10-01 | 192.464708970789 |
| 2016-11-01 | 192.635491597675 |
| 2016-12-01 | 192.780914195194 |
| 2017-01-01 | 192.833910883826 |
| 2017-02-01 | 192.395459322822 |
| 2017-03-01 | 192.460391295126 |
| 2017-04-01 | 192.324250015564 |
| 2017-05-01 | 192.961870529119 |
| 2017-06-01 | 194.121352424360 |
| 2017-07-01 | 193.466462385541 |
| 2017-08-01 | 194.366244295396 |
| 2017-09-01 | 194.886890833991 |
| 2017-10-01 | 195.234162592029 |
| 2017-11-01 | 195.492647854574 |
| 2017-12-01 | 196.153607634080 |
| 2018-01-01 | 196.836022045041 |
| 2018-02-01 | 197.259809212259 |
| 2018-03-01 | 197.822713683204 |
| 2018-04-01 | 198.364367185544 |
| 2018-05-01 | 198.839983899692 |
| 2018-06-01 | 199.930286679548 |
| 2018-07-01 | 198.992681427988 |
| 2018-08-01 | 199.559808145431 |
| 2018-09-01 | 200.076818138378 |
| 2018-10-01 | 200.699460560316 |
| 2018-11-01 | 200.797225396105 |
| 2018-12-01 | 201.161022332183 |
| 2019-01-01 | 201.564410316533 |
| 2019-02-01 | 202.396525005233 |
| 2019-03-01 | 202.557811694213 |
| 2019-04-01 | 202.956893997666 |
| 2019-05-01 | 203.327114566191 |
| 2019-06-01 | 203.836765574212 |
| 2019-07-01 | 204.317592817003 |
| 2019-08-01 | 204.384525731374 |
| 2019-09-01 | 204.589649503902 |
| 2019-10-01 | 205.153762151267 |
| 2019-11-01 | 206.203496130678 |
| 2019-12-01 | 206.127791123362 |
| 2020-01-01 | 206.796814860204 |
| 2020-02-01 | 207.366380715138 |
| 2020-03-01 | 207.077086335442 |
| 2020-04-01 | 198.627507612324 |
| 2020-05-01 | 199.136880090988 |
| 2020-06-01 | 199.117369848762 |
| 2020-07-01 | 199.542081674714 |
| 2020-08-01 | 200.251470716501 |
| 2020-09-01 | 200.306090670100 |
| 2020-10-01 | 201.657057748201 |
| 2020-11-01 | 202.440197133389 |
| 2020-12-01 | 203.261883384373 |
| 2021-01-01 | 204.228603535341 |
| 2021-02-01 | 205.030504640706 |
| 2021-03-01 | 206.457504374638 |
| 2021-04-01 | 207.742790418613 |
| 2021-05-01 | 208.554622956458 |
| 2021-06-01 | 210.340784537053 |
| 2021-07-01 | 212.531329981778 |
| 2021-08-01 | 213.856324980261 |
| 2021-09-01 | 213.588057188468 |
| 2021-10-01 | 216.737437959297 |
| 2021-11-01 | 218.497904306955 |
| 2021-12-01 | 220.389663724328 |
| 2022-01-01 | 220.147008773338 |
| 2022-02-01 | 222.368002292429 |
| 2022-03-01 | 223.287313669462 |
| 2022-04-01 | 226.504157485389 |
| 2022-05-01 | 228.282842520713 |
| 2022-06-01 | 228.308940551213 |
| 2022-07-01 | 231.278647757010 |
| 2022-08-01 | 232.460163714581 |
| 2022-09-01 | 233.200489950400 |
| 2022-10-01 | 234.432710506559 |
| 2022-11-01 | 234.994682039409 |
| 2022-12-01 | 235.565731352225 |
| 2023-01-01 | 237.100951355381 |
| 2023-02-01 | 236.969198155922 |
| 2023-03-01 | 236.986011051198 |
| 2023-04-01 | 237.097458475684 |
| 2023-05-01 | 236.669399088173 |
| 2023-06-01 | 236.614341227452 |
| 2023-07-01 | 235.130426103241 |
| 2023-08-01 | 234.481996541162 |
| 2023-09-01 | 234.789709351901 |
| 2023-10-01 | 233.521526595539 |
| 2023-11-01 | 233.247166569375 |
| 2023-12-01 | 233.117410165528 |
| 2024-01-01 | 232.274675823786 |
| 2024-02-01 | 231.932396447018 |
| 2024-03-01 | 231.910812959704 |
| 2024-04-01 | 230.603779346808 |
| 2024-05-01 | 231.142179105043 |
| 2024-06-01 | 231.870543450236 |
| 2024-07-01 | 232.213230177382 |
| 2024-08-01 | 232.488091773834 |
| 2024-09-01 | 233.162452195085 |
| 2024-10-01 | 233.935981786394 |
| 2024-11-01 | 234.268960311452 |
| 2024-12-01 | 235.565464513136 |
| 2025-01-01 | 235.092292294207 |
| 2025-02-01 | 235.589424560314 |
| 2025-03-01 | 235.981102406630 |
| 2025-04-01 | 236.351836664941 |
| 2025-05-01 | 236.827196415482 |
| 2025-06-01 | 236.740551127908 |
| 2025-07-01 | 236.618936382454 |
| 2025-08-01 | 237.134422379671 |
| 2025-09-01 | 237.178851905028 |
| 2025-10-01 | 237.425592886520 |
| 2025-11-01 | 237.469667687464 |
| 2025-12-01 | 237.757805836154 |